From 6a1e2167b70649fae4ce5bc25f7f5b25a9de2b72 Mon Sep 17 00:00:00 2001 From: Liubov Talamanova Date: Fri, 21 Jun 2024 06:55:08 +0100 Subject: [PATCH 01/30] Update WC metric values (#2754) ### Changes Update WC metric values --- tests/post_training/data/wc_reference_data.yaml | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/tests/post_training/data/wc_reference_data.yaml b/tests/post_training/data/wc_reference_data.yaml index e9675646e74..0c9af9c547d 100644 --- a/tests/post_training/data/wc_reference_data.yaml +++ b/tests/post_training/data/wc_reference_data.yaml @@ -11,11 +11,11 @@ tinyllama_data_aware_awq_stateful_backend_OV: num_int4: 94 num_int8: 124 tinyllama_data_aware_awq_scale_estimation_backend_OV: - metric_value: 0.8404 + metric_value: 0.84048 num_int4: 94 num_int8: 124 tinyllama_data_aware_awq_scale_estimation_stateful_backend_OV: - metric_value: 0.8404 + metric_value: 0.84048 num_int4: 94 num_int8: 124 tinyllama_int8_data_free_backend_TORCH: @@ -23,6 +23,6 @@ tinyllama_int8_data_free_backend_TORCH: num_int4: 0 num_int8: 312 tinyllama_data_aware_gptq_backend_OV: - metric_value: 0.83387 + metric_value: 0.83706 num_int4: 94 num_int8: 124 From 306f394b2b576f64d2ab03dd9401c0e0faaf2d76 Mon Sep 17 00:00:00 2001 From: Alexander Dokuchaev Date: Fri, 21 Jun 2024 16:52:52 +0300 Subject: [PATCH 02/30] [OV] Parallel tests by scope (#2758) ### Changes Add `--dist loadscope` for OV tests. ### Reason for changes Try to fix sporadically issue `EOFError: Compressed file ended before the end-of-stream marker was reached` for tests/openvino/native/quantization/test_sanity.py::test_compression Possible reason is downloading dataset in several process at the same time. Example: https://github.com/openvinotoolkit/nncf/actions/runs/9610990503/job/26508643899 --- Makefile | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/Makefile b/Makefile index 733638a8af8..da65aa89e8b 100644 --- a/Makefile +++ b/Makefile @@ -76,7 +76,8 @@ install-openvino-dev: install-openvino-test install-pre-commit pip install -r examples/post_training_quantization/openvino/yolov8_quantize_with_accuracy_control/requirements.txt test-openvino: - ONEDNN_MAX_CPU_ISA=AVX2 pytest ${COVERAGE_ARGS} ${NUM_WORKERS_ARG} -ra tests/openvino $(DATA_ARG) --junitxml ${JUNITXML_PATH} + ONEDNN_MAX_CPU_ISA=AVX2 pytest ${COVERAGE_ARGS} ${NUM_WORKERS_ARG} -ra tests/openvino $(DATA_ARG) \ + --junitxml ${JUNITXML_PATH} --dist loadscope test-install-openvino: pytest tests/cross_fw/install -s \ From 4ccb32eaaaaed8fe86f37d244aa03beaf5a15315 Mon Sep 17 00:00:00 2001 From: Alexander Dokuchaev Date: Mon, 24 Jun 2024 09:11:48 +0300 Subject: [PATCH 03/30] Bump version of scikit-learn (#2756) ### Changes Bump version of scikit-learn ### Reason for changes 144479 --- tests/onnx/requirements.txt | 2 +- tests/post_training/requirements.txt | 2 +- tests/torch/models_hub_test/requirements.txt | 2 +- 3 files changed, 3 insertions(+), 3 deletions(-) diff --git a/tests/onnx/requirements.txt b/tests/onnx/requirements.txt index 84e9afbbe4d..4c6ed8ccace 100644 --- a/tests/onnx/requirements.txt +++ b/tests/onnx/requirements.txt @@ -11,5 +11,5 @@ torch torchvision fastdownload==0.0.7 -scikit-learn==1.2.2 +scikit-learn>=1.2.2,<=1.5.0 yattag>=1.14.0 diff --git a/tests/post_training/requirements.txt b/tests/post_training/requirements.txt index ad46182e2e8..cd636a9a8dc 100644 --- a/tests/post_training/requirements.txt +++ b/tests/post_training/requirements.txt @@ -10,7 +10,7 @@ librosa==0.10.0 memory-profiler==0.61.0 optimum-intel==1.15.2 optimum==1.17.1 -scikit-learn==1.2.2 +scikit-learn>=1.2.2,<=1.5.0 soundfile==0.12.1 tensorboard==2.13.0 tensorflow-io==0.32.0 diff --git a/tests/torch/models_hub_test/requirements.txt b/tests/torch/models_hub_test/requirements.txt index 8755b2a9655..0143335c570 100644 --- a/tests/torch/models_hub_test/requirements.txt +++ b/tests/torch/models_hub_test/requirements.txt @@ -6,7 +6,7 @@ torchvision pytest av==11.0.0 protobuf==3.20.3 -scikit-learn==1.2.2 +scikit-learn>=1.2.2,<=1.5.0 sentencepiece==0.1.99 timm==0.9.2 transformers==4.38.2 From 2ef25788bc35a381dfb87195c90213c3e5ca2052 Mon Sep 17 00:00:00 2001 From: Aleksei Kashapov Date: Mon, 24 Jun 2024 11:54:50 +0200 Subject: [PATCH 04/30] [PTQ] MinMax make empty cache != initialized cache (#2746) ### Changes Make noninitialied cache a `None ` ### Reason for changes To differentiate empty cache from noninitialized cache. ### Related tickets 143659 ### Tests N/A --- .../algorithms/min_max/algorithm.py | 44 ++++++++++++++----- tests/common/quantization/test_minmax.py | 33 ++++++++++++++ .../test_templates/test_quantizer_config.py | 1 + 3 files changed, 66 insertions(+), 12 deletions(-) diff --git a/nncf/quantization/algorithms/min_max/algorithm.py b/nncf/quantization/algorithms/min_max/algorithm.py index 867b4463d17..a6ed670a614 100644 --- a/nncf/quantization/algorithms/min_max/algorithm.py +++ b/nncf/quantization/algorithms/min_max/algorithm.py @@ -310,9 +310,17 @@ def _review_mode_based_defaults(self): "value is not supported with the mode: None option!" ) - def _reset_cache(self): - # It prevents the duplicate weight quantizers from being added. - # It can happen when you have layers that share the identical weight tensor. + def _reset_cache(self) -> None: + """ + Marks cache by noninitialized values. Needs to be called when the new quantizer setup is needed. + """ + self._quantization_target_points_to_qconfig: OrderedDict[TargetPoint, QuantizerConfig] = None + self._unified_scale_groups = None + + def _init_cache(self) -> None: + """ + Initializes cache. + """ self._quantization_target_points_to_qconfig: OrderedDict[TargetPoint, QuantizerConfig] = ( collections.OrderedDict() ) @@ -697,22 +705,17 @@ def _get_activation_quantization_target_point( ) return activation_quantization_target_point - def _get_quantization_target_points( + def _find_quantization_target_points( self, model: TModel, nncf_graph: NNCFGraph ) -> Tuple[OrderedDict[TargetPoint, QuantizerConfig], List[List[TargetPoint]]]: """ - Returns Quantization Target Points. - In the Compression Pipeline logic NNCF assumes that the compression pipeline works only on the single model. - So for the optimization purpose if Quantization Target Points were computed before the function returns them, - otherwise builds NNCFGraph from the 'model', - finds the quantization setup and processes it to the Set of Quantization Target Points. + Initializes a cache, finds quantization target points and them puts in the cache. :param model: Backend-specific model, for which Quantization Target Points are being seek. :param nncf_graph: NNCFGraph instance. - :return: Set of Quantization Target Points. + :return: Mapping of quantization target points with associated quantization configuration, + along with target points for scale unification. """ - if self._quantization_target_points_to_qconfig: - return self._quantization_target_points_to_qconfig, self._unified_scale_groups backend = get_backend(model) device = self._target_device model_type = self._model_type @@ -743,6 +746,23 @@ def _get_quantization_target_points( raise nncf.InternalError("Incorrect quantization point") return self._quantization_target_points_to_qconfig, self._unified_scale_groups + def _get_quantization_target_points( + self, model: TModel, nncf_graph: NNCFGraph + ) -> Tuple[OrderedDict[TargetPoint, QuantizerConfig], List[List[TargetPoint]]]: + """ + Returns Quantization Target Points. + Returns a cache with target points if exists. Otherwise, initiates a procedure of finding them. + + :param model: Backend-specific model, for which Quantization Target Points are being seek. + :param nncf_graph: NNCFGraph instance. + :return: Mapping of quantization target points with associated quantization configuration, + along with target points for scale unification. + """ + if self._quantization_target_points_to_qconfig is not None: + return self._quantization_target_points_to_qconfig, self._unified_scale_groups + self._init_cache() + return self._find_quantization_target_points(model, nncf_graph) + def _collect_unified_groups( self, quantizer_setup: SingleConfigQuantizerSetup, nncf_graph: NNCFGraph ) -> List[List[TargetPoint]]: diff --git a/tests/common/quantization/test_minmax.py b/tests/common/quantization/test_minmax.py index 81048beac90..5cec1ea20ab 100644 --- a/tests/common/quantization/test_minmax.py +++ b/tests/common/quantization/test_minmax.py @@ -9,6 +9,9 @@ # See the License for the specific language governing permissions and # limitations under the License. +import collections +import types + import pytest import nncf @@ -206,3 +209,33 @@ def test_mode_with_quantization_params(mode, activations_quantization_params, we if weights_quantization_params is None else weights_quantization_params ) + + +def test_min_max_caching(): + """ + Checks that the _get_quantization_target_points(...) of MinMaxQuantization called once utilizing the cache. + Checks that after _reset_cache() it called one more time. + """ + called = 0 + + def foo(self, *args): + """ + Mocked _find_quantization_target_points. + """ + nonlocal called + called += 1 + # Set up cache + self._quantization_target_points_to_qconfig = collections.OrderedDict() + self._unified_scale_groups = [] + return self._quantization_target_points_to_qconfig, self._unified_scale_groups + + run_nums = 2 + algo = MinMaxQuantization() + algo._find_quantization_target_points = types.MethodType(foo, algo) + for _ in range(run_nums): + algo._get_quantization_target_points(None, None) + assert called == 1 + algo._reset_cache() + for _ in range(run_nums): + algo._get_quantization_target_points(None, None) + assert called == 2 diff --git a/tests/post_training/test_templates/test_quantizer_config.py b/tests/post_training/test_templates/test_quantizer_config.py index f369b6fcd7b..a037ccf9ea9 100644 --- a/tests/post_training/test_templates/test_quantizer_config.py +++ b/tests/post_training/test_templates/test_quantizer_config.py @@ -270,6 +270,7 @@ def test_get_stat_collector( subset_size=num_samples, activations_range_estimator_params=range_estimator_params ) min_max_algo._backend_entity = self.get_algo_backend() + min_max_algo._init_cache() q_config = QuantizerConfig(num_bits=8, mode=q_config_mode, per_channel=q_config_per_channel) if params.target_type in [TargetType.PRE_LAYER_OPERATION, TargetType.POST_LAYER_OPERATION]: From 408c67dd67fadd20b4d76ce4bc20c2b215258720 Mon Sep 17 00:00:00 2001 From: Alexander Dokuchaev Date: Mon, 24 Jun 2024 16:34:35 +0300 Subject: [PATCH 05/30] Release Tensor (#2739) ### Changes Move Tensor from experimental ### Related tickets 113588 --- docs/api/source/conf.py | 8 +- nncf/common/tensor_statistics/aggregator.py | 2 +- nncf/common/tensor_statistics/statistics.py | 4 +- .../common/tensor_statistics/collectors.py | 4 +- .../statistical_functions.py | 6 +- .../common/tensor_statistics/statistics.py | 4 +- .../experimental/tensor/functions/__init__.py | 76 ------------------- .../onnx/quantization/quantizer_parameters.py | 2 +- nncf/onnx/statistics/aggregator.py | 2 +- nncf/openvino/statistics/aggregator.py | 2 +- .../algorithms/bias_correction/algorithm.py | 4 +- .../algorithms/bias_correction/backend.py | 2 +- .../bias_correction/onnx_backend.py | 2 +- .../bias_correction/openvino_backend.py | 2 +- .../fast_bias_correction/algorithm.py | 4 +- .../fast_bias_correction/backend.py | 2 +- .../fast_bias_correction/onnx_backend.py | 2 +- .../fast_bias_correction/openvino_backend.py | 2 +- .../fast_bias_correction/torch_backend.py | 2 +- .../algorithms/layerwise/backend.py | 2 +- .../algorithms/layerwise/engine.py | 2 +- .../algorithms/layerwise/iterator.py | 2 +- .../algorithms/layerwise/openvino_backend.py | 2 +- .../algorithms/layerwise/openvino_iterator.py | 2 +- .../algorithms/min_max/algorithm.py | 2 +- .../algorithms/smooth_quant/algorithm.py | 4 +- .../algorithms/smooth_quant/backend.py | 2 +- .../smooth_quant/openvino_backend.py | 2 +- .../algorithms/smooth_quant/torch_backend.py | 2 +- .../weight_compression/algorithm.py | 4 +- .../algorithms/weight_compression/awq.py | 2 +- .../algorithms/weight_compression/backend.py | 2 +- .../algorithms/weight_compression/gptq.py | 6 +- .../weight_compression/mixed_precision.py | 6 +- .../weight_compression/openvino_backend.py | 4 +- .../weight_compression/scale_estimation.py | 4 +- .../weight_compression/torch_backend.py | 4 +- .../weight_compression/weight_lowering.py | 6 +- nncf/quantization/fake_quantize.py | 6 +- nncf/{experimental => }/tensor/README.md | 18 ++--- nncf/{experimental => }/tensor/__init__.py | 10 +-- nncf/{experimental => }/tensor/definitions.py | 0 nncf/tensor/functions/__init__.py | 76 +++++++++++++++++++ .../tensor/functions/dispatcher.py | 8 +- .../tensor/functions/linalg.py | 4 +- .../tensor/functions/numeric.py | 18 ++--- .../tensor/functions/numpy_linalg.py | 4 +- .../tensor/functions/numpy_numeric.py | 12 +-- .../tensor/functions/torch_linalg.py | 2 +- .../tensor/functions/torch_numeric.py | 10 +-- nncf/{experimental => }/tensor/tensor.py | 8 +- nncf/torch/statistics/aggregator.py | 2 +- nncf/torch/tensor_statistics/algo.py | 2 +- nncf/torch/tensor_statistics/collectors.py | 2 +- .../test_reducers_and_aggregators.py | 2 +- .../experimental/test_statistic_collector.py | 2 +- .../test_tensor_collector_batch_size.py | 4 +- tests/common/test_statistics_aggregator.py | 2 +- tests/common/test_tensor.py | 6 +- tests/onnx/quantization/common.py | 2 +- .../test_calculation_quantizer_params.py | 2 +- .../test_reducers_and_aggregators.py | 2 +- .../test_calculation_quantizer_params.py | 2 +- .../openvino/native/quantization/test_gptq.py | 2 +- .../test_reducers_and_aggregators.py | 2 +- .../quantization/test_weights_compression.py | 2 +- tests/openvino/native/test_layerwise.py | 2 +- .../openvino/native/test_model_transformer.py | 2 +- .../native/test_statistic_collector.py | 2 +- .../test_calculate_quantizer_parameters.py | 2 +- .../test_templates/test_layerwise.py | 2 +- .../test_templates/test_ptq_params.py | 2 +- tests/post_training/test_tune_range.py | 2 +- .../template_test_nncf_tensor.py | 10 +-- .../ptq/test_calculation_quantizer_params.py | 12 +-- .../ptq/test_reducers_and_aggregators.py | 4 +- tests/torch/ptq/test_statistic_collector.py | 2 +- tests/torch/quantization/test_range_init.py | 2 +- .../test_tensor_statistics.py | 4 +- tests/torch/test_tensor.py | 8 +- 80 files changed, 230 insertions(+), 230 deletions(-) delete mode 100644 nncf/experimental/tensor/functions/__init__.py rename nncf/{experimental => }/tensor/README.md (89%) rename nncf/{experimental => }/tensor/__init__.py (59%) rename nncf/{experimental => }/tensor/definitions.py (100%) create mode 100644 nncf/tensor/functions/__init__.py rename nncf/{experimental => }/tensor/functions/dispatcher.py (91%) rename nncf/{experimental => }/tensor/functions/linalg.py (97%) rename nncf/{experimental => }/tensor/functions/numeric.py (98%) rename nncf/{experimental => }/tensor/functions/numpy_linalg.py (92%) rename nncf/{experimental => }/tensor/functions/numpy_numeric.py (96%) rename nncf/{experimental => }/tensor/functions/torch_linalg.py (96%) rename nncf/{experimental => }/tensor/functions/torch_numeric.py (97%) rename nncf/{experimental => }/tensor/tensor.py (96%) diff --git a/docs/api/source/conf.py b/docs/api/source/conf.py index 81ef16c0696..4637c7875d4 100644 --- a/docs/api/source/conf.py +++ b/docs/api/source/conf.py @@ -139,10 +139,10 @@ def collect_api_entities() -> APIInfo: "keras", "tensorflow_addons", # Need add backend implementation functions to avoid endless loops on registered functions by mock module, - "nncf.experimental.tensor.functions.numpy_numeric", - "nncf.experimental.tensor.functions.numpy_linalg", - "nncf.experimental.tensor.functions.torch_numeric", - "nncf.experimental.tensor.functions.torch_linalg", + "nncf.tensor.functions.numpy_numeric", + "nncf.tensor.functions.numpy_linalg", + "nncf.tensor.functions.torch_numeric", + "nncf.tensor.functions.torch_linalg", ] with mock(mock_modules): diff --git a/nncf/common/tensor_statistics/aggregator.py b/nncf/common/tensor_statistics/aggregator.py index 50fb25655f4..65b2310beb5 100644 --- a/nncf/common/tensor_statistics/aggregator.py +++ b/nncf/common/tensor_statistics/aggregator.py @@ -21,7 +21,7 @@ from nncf.common.tensor import NNCFTensor from nncf.common.tensor_statistics.statistic_point import StatisticPointsContainer from nncf.data.dataset import Dataset -from nncf.experimental.tensor.tensor import Tensor +from nncf.tensor import Tensor TensorType = TypeVar("TensorType") TModel = TypeVar("TModel") diff --git a/nncf/common/tensor_statistics/statistics.py b/nncf/common/tensor_statistics/statistics.py index 93f714108d0..d736989fe9a 100644 --- a/nncf/common/tensor_statistics/statistics.py +++ b/nncf/common/tensor_statistics/statistics.py @@ -14,8 +14,8 @@ from collections import Counter from typing import TypeVar -from nncf.experimental.tensor import Tensor -from nncf.experimental.tensor import functions as fns +from nncf.tensor import Tensor +from nncf.tensor import functions as fns TensorType = TypeVar("TensorType") diff --git a/nncf/experimental/common/tensor_statistics/collectors.py b/nncf/experimental/common/tensor_statistics/collectors.py index 3dc320cf8a7..f622ed5186a 100644 --- a/nncf/experimental/common/tensor_statistics/collectors.py +++ b/nncf/experimental/common/tensor_statistics/collectors.py @@ -16,7 +16,7 @@ from typing import Any, Dict, List, Optional, Set, Tuple, Type, TypeVar, Union import nncf -import nncf.experimental.tensor.functions as fns +import nncf.tensor.functions as fns from nncf.common.tensor import TensorType from nncf.common.tensor_statistics.collectors import ReductionAxes from nncf.experimental.common.tensor_statistics.statistical_functions import mean_per_channel @@ -26,8 +26,8 @@ from nncf.experimental.common.tensor_statistics.statistics import PercentileTensorStatistic from nncf.experimental.common.tensor_statistics.statistics import RawTensorStatistic from nncf.experimental.common.tensor_statistics.statistics import TensorStatistic -from nncf.experimental.tensor import Tensor from nncf.quantization.advanced_parameters import AggregatorType +from nncf.tensor import Tensor InplaceInsertionFNType = TypeVar("InplaceInsertionFNType") AggregationAxes = Tuple[int, ...] diff --git a/nncf/experimental/common/tensor_statistics/statistical_functions.py b/nncf/experimental/common/tensor_statistics/statistical_functions.py index 1253dfb8279..505875c3029 100644 --- a/nncf/experimental/common/tensor_statistics/statistical_functions.py +++ b/nncf/experimental/common/tensor_statistics/statistical_functions.py @@ -11,9 +11,9 @@ from typing import Optional -from nncf.experimental.tensor import Tensor -from nncf.experimental.tensor import TensorDataType -from nncf.experimental.tensor.functions import numeric as fns +from nncf.tensor import Tensor +from nncf.tensor import TensorDataType +from nncf.tensor import functions as fns def mean_per_channel(x: Tensor, axis: int, dtype: Optional[TensorDataType] = None) -> Tensor: diff --git a/nncf/experimental/common/tensor_statistics/statistics.py b/nncf/experimental/common/tensor_statistics/statistics.py index e176eee6ad0..5711ca900c7 100644 --- a/nncf/experimental/common/tensor_statistics/statistics.py +++ b/nncf/experimental/common/tensor_statistics/statistics.py @@ -15,8 +15,8 @@ from dataclasses import dataclass from typing import ClassVar, Dict, Tuple -from nncf.experimental.tensor import Tensor -from nncf.experimental.tensor import functions as fns +from nncf.tensor import Tensor +from nncf.tensor import functions as fns class TensorStatistic: diff --git a/nncf/experimental/tensor/functions/__init__.py b/nncf/experimental/tensor/functions/__init__.py deleted file mode 100644 index eeaa90e659f..00000000000 --- a/nncf/experimental/tensor/functions/__init__.py +++ /dev/null @@ -1,76 +0,0 @@ -# Copyright (c) 2024 Intel Corporation -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# http://www.apache.org/licenses/LICENSE-2.0 -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. - -from nncf.experimental.tensor.functions import linalg as linalg -from nncf.experimental.tensor.functions.numeric import abs as abs -from nncf.experimental.tensor.functions.numeric import all as all -from nncf.experimental.tensor.functions.numeric import allclose as allclose -from nncf.experimental.tensor.functions.numeric import any as any -from nncf.experimental.tensor.functions.numeric import arange as arange -from nncf.experimental.tensor.functions.numeric import argsort as argsort -from nncf.experimental.tensor.functions.numeric import as_tensor_like as as_tensor_like -from nncf.experimental.tensor.functions.numeric import astype as astype -from nncf.experimental.tensor.functions.numeric import clip as clip -from nncf.experimental.tensor.functions.numeric import concatenate as concatenate -from nncf.experimental.tensor.functions.numeric import count_nonzero as count_nonzero -from nncf.experimental.tensor.functions.numeric import device as device -from nncf.experimental.tensor.functions.numeric import diag as diag -from nncf.experimental.tensor.functions.numeric import dtype as dtype -from nncf.experimental.tensor.functions.numeric import expand_dims as expand_dims -from nncf.experimental.tensor.functions.numeric import finfo as finfo -from nncf.experimental.tensor.functions.numeric import flatten as flatten -from nncf.experimental.tensor.functions.numeric import from_numpy as from_numpy -from nncf.experimental.tensor.functions.numeric import isclose as isclose -from nncf.experimental.tensor.functions.numeric import isempty as isempty -from nncf.experimental.tensor.functions.numeric import item as item -from nncf.experimental.tensor.functions.numeric import logical_or as logical_or -from nncf.experimental.tensor.functions.numeric import masked_mean as masked_mean -from nncf.experimental.tensor.functions.numeric import masked_median as masked_median -from nncf.experimental.tensor.functions.numeric import matmul as matmul -from nncf.experimental.tensor.functions.numeric import max as max -from nncf.experimental.tensor.functions.numeric import maximum as maximum -from nncf.experimental.tensor.functions.numeric import mean as mean -from nncf.experimental.tensor.functions.numeric import median as median -from nncf.experimental.tensor.functions.numeric import min as min -from nncf.experimental.tensor.functions.numeric import minimum as minimum -from nncf.experimental.tensor.functions.numeric import moveaxis as moveaxis -from nncf.experimental.tensor.functions.numeric import multiply as multiply -from nncf.experimental.tensor.functions.numeric import ones_like as ones_like -from nncf.experimental.tensor.functions.numeric import percentile as percentile -from nncf.experimental.tensor.functions.numeric import power as power -from nncf.experimental.tensor.functions.numeric import quantile as quantile -from nncf.experimental.tensor.functions.numeric import reshape as reshape -from nncf.experimental.tensor.functions.numeric import round as round -from nncf.experimental.tensor.functions.numeric import searchsorted as searchsorted -from nncf.experimental.tensor.functions.numeric import squeeze as squeeze -from nncf.experimental.tensor.functions.numeric import stack as stack -from nncf.experimental.tensor.functions.numeric import sum as sum -from nncf.experimental.tensor.functions.numeric import transpose as transpose -from nncf.experimental.tensor.functions.numeric import unsqueeze as unsqueeze -from nncf.experimental.tensor.functions.numeric import unstack as unstack -from nncf.experimental.tensor.functions.numeric import var as var -from nncf.experimental.tensor.functions.numeric import where as where -from nncf.experimental.tensor.functions.numeric import zeros as zeros -from nncf.experimental.tensor.functions.numeric import zeros_like as zeros_like - - -def _initialize_backends(): - import contextlib - - import nncf.experimental.tensor.functions.numpy_linalg - import nncf.experimental.tensor.functions.numpy_numeric - - with contextlib.suppress(ImportError): - import nncf.experimental.tensor.functions.torch_linalg - import nncf.experimental.tensor.functions.torch_numeric # noqa: F401 - - -_initialize_backends() diff --git a/nncf/onnx/quantization/quantizer_parameters.py b/nncf/onnx/quantization/quantizer_parameters.py index a063e6a7055..56191629669 100644 --- a/nncf/onnx/quantization/quantizer_parameters.py +++ b/nncf/onnx/quantization/quantizer_parameters.py @@ -14,9 +14,9 @@ import numpy as np -from nncf.experimental.tensor import functions as fns from nncf.quantization.fake_quantize import FakeQuantizeParameters from nncf.quantization.fake_quantize import calculate_scale_zero_point +from nncf.tensor import functions as fns @dataclass diff --git a/nncf/onnx/statistics/aggregator.py b/nncf/onnx/statistics/aggregator.py index b801a0c91b4..0ae00618eb1 100644 --- a/nncf/onnx/statistics/aggregator.py +++ b/nncf/onnx/statistics/aggregator.py @@ -21,11 +21,11 @@ from nncf.common.tensor_statistics.aggregator import StatisticsAggregator from nncf.common.tensor_statistics.statistic_point import StatisticPointsContainer from nncf.experimental.common.tensor_statistics.collectors import TensorCollector -from nncf.experimental.tensor import Tensor from nncf.onnx.graph.node_utils import get_input_edge from nncf.onnx.graph.node_utils import get_input_edges_mapping from nncf.onnx.graph.onnx_helper import get_name_to_node_map from nncf.onnx.graph.transformations.commands import ONNXOutputInsertionCommand +from nncf.tensor import Tensor class ONNXStatisticsAggregator(StatisticsAggregator): diff --git a/nncf/openvino/statistics/aggregator.py b/nncf/openvino/statistics/aggregator.py index 3d323ae732b..86a27c71e08 100644 --- a/nncf/openvino/statistics/aggregator.py +++ b/nncf/openvino/statistics/aggregator.py @@ -23,11 +23,11 @@ from nncf.common.tensor_statistics.statistic_point import StatisticPointsContainer from nncf.experimental.common.tensor_statistics.collectors import MergedTensorCollector from nncf.experimental.common.tensor_statistics.collectors import TensorCollector -from nncf.experimental.tensor import Tensor from nncf.openvino.graph.node_utils import get_ov_model_reduce_node_name from nncf.openvino.graph.node_utils import get_reducer_output_node_names from nncf.openvino.graph.transformations.commands import OVInplaceFnInsertionCommand from nncf.openvino.graph.transformations.commands import OVOutputInsertionCommand +from nncf.tensor import Tensor class OVStatisticsAggregator(StatisticsAggregator): diff --git a/nncf/quantization/algorithms/bias_correction/algorithm.py b/nncf/quantization/algorithms/bias_correction/algorithm.py index 8bd5d398e51..c5aaadf786a 100644 --- a/nncf/quantization/algorithms/bias_correction/algorithm.py +++ b/nncf/quantization/algorithms/bias_correction/algorithm.py @@ -32,9 +32,9 @@ from nncf.common.utils.backend import copy_model from nncf.common.utils.backend import get_backend from nncf.experimental.common.tensor_statistics.statistical_functions import mean_per_channel -from nncf.experimental.tensor import Tensor -from nncf.experimental.tensor import functions as fns from nncf.quantization.algorithms.algorithm import Algorithm +from nncf.tensor import Tensor +from nncf.tensor import functions as fns TModel = TypeVar("TModel") diff --git a/nncf/quantization/algorithms/bias_correction/backend.py b/nncf/quantization/algorithms/bias_correction/backend.py index 6b3cd0244e1..943671d72de 100644 --- a/nncf/quantization/algorithms/bias_correction/backend.py +++ b/nncf/quantization/algorithms/bias_correction/backend.py @@ -22,7 +22,7 @@ from nncf.common.graph.transformations.commands import TransformationCommand from nncf.common.tensor import NNCFTensor from nncf.common.tensor_statistics.collectors import TensorStatisticCollectorBase -from nncf.experimental.tensor.tensor import Tensor +from nncf.tensor import Tensor TModel = TypeVar("TModel") OutputType = TypeVar("OutputType") diff --git a/nncf/quantization/algorithms/bias_correction/onnx_backend.py b/nncf/quantization/algorithms/bias_correction/onnx_backend.py index 497f4073f20..b2d520b89d3 100644 --- a/nncf/quantization/algorithms/bias_correction/onnx_backend.py +++ b/nncf/quantization/algorithms/bias_correction/onnx_backend.py @@ -17,7 +17,6 @@ from nncf.common.graph import NNCFNode from nncf.common.graph.transformations.commands import TargetType from nncf.experimental.common.tensor_statistics.collectors import TensorCollector -from nncf.experimental.tensor import Tensor from nncf.onnx.graph.model_utils import remove_fq_from_inputs from nncf.onnx.graph.node_utils import get_bias_value from nncf.onnx.graph.node_utils import is_any_weight_quantized @@ -31,6 +30,7 @@ from nncf.onnx.statistics.collectors import get_mean_statistic_collector from nncf.onnx.statistics.collectors import get_raw_stat_collector from nncf.quantization.algorithms.bias_correction.backend import BiasCorrectionAlgoBackend +from nncf.tensor import Tensor class ONNXBiasCorrectionAlgoBackend(BiasCorrectionAlgoBackend): diff --git a/nncf/quantization/algorithms/bias_correction/openvino_backend.py b/nncf/quantization/algorithms/bias_correction/openvino_backend.py index 85ed5767133..5e629addd52 100644 --- a/nncf/quantization/algorithms/bias_correction/openvino_backend.py +++ b/nncf/quantization/algorithms/bias_correction/openvino_backend.py @@ -17,7 +17,6 @@ from nncf.common.graph import NNCFNode from nncf.common.graph.transformations.commands import TargetType from nncf.experimental.common.tensor_statistics.collectors import TensorCollector -from nncf.experimental.tensor import Tensor from nncf.openvino.graph.metatypes.groups import FAKE_QUANTIZE_OPERATIONS from nncf.openvino.graph.model_utils import remove_fq_from_inputs from nncf.openvino.graph.node_utils import get_bias_value @@ -32,6 +31,7 @@ from nncf.openvino.statistics.collectors import get_mean_statistic_collector from nncf.openvino.statistics.collectors import get_raw_stat_collector from nncf.quantization.algorithms.bias_correction.backend import BiasCorrectionAlgoBackend +from nncf.tensor import Tensor class OVBiasCorrectionAlgoBackend(BiasCorrectionAlgoBackend): diff --git a/nncf/quantization/algorithms/fast_bias_correction/algorithm.py b/nncf/quantization/algorithms/fast_bias_correction/algorithm.py index a4d0f018db9..0b4e322d9d8 100644 --- a/nncf/quantization/algorithms/fast_bias_correction/algorithm.py +++ b/nncf/quantization/algorithms/fast_bias_correction/algorithm.py @@ -28,9 +28,9 @@ from nncf.common.utils.backend import BackendType from nncf.common.utils.backend import get_backend from nncf.experimental.common.tensor_statistics.statistical_functions import mean_per_channel -from nncf.experimental.tensor import Tensor -from nncf.experimental.tensor import functions as fns from nncf.quantization.algorithms.algorithm import Algorithm +from nncf.tensor import Tensor +from nncf.tensor import functions as fns TModel = TypeVar("TModel") TTensor = TypeVar("TTensor") diff --git a/nncf/quantization/algorithms/fast_bias_correction/backend.py b/nncf/quantization/algorithms/fast_bias_correction/backend.py index ec579258139..b0c5c984f78 100644 --- a/nncf/quantization/algorithms/fast_bias_correction/backend.py +++ b/nncf/quantization/algorithms/fast_bias_correction/backend.py @@ -19,7 +19,7 @@ from nncf.common.graph.transformations.commands import TargetType from nncf.common.graph.transformations.commands import TransformationCommand from nncf.common.tensor_statistics.collectors import TensorStatisticCollectorBase -from nncf.experimental.tensor import Tensor +from nncf.tensor import Tensor TModel = TypeVar("TModel") TTensor = TypeVar("TTensor") diff --git a/nncf/quantization/algorithms/fast_bias_correction/onnx_backend.py b/nncf/quantization/algorithms/fast_bias_correction/onnx_backend.py index 8eb6ba04c4a..cabaede568d 100644 --- a/nncf/quantization/algorithms/fast_bias_correction/onnx_backend.py +++ b/nncf/quantization/algorithms/fast_bias_correction/onnx_backend.py @@ -18,7 +18,6 @@ from nncf.common.graph import NNCFNode from nncf.common.graph.transformations.commands import TargetType from nncf.experimental.common.tensor_statistics.collectors import TensorCollector -from nncf.experimental.tensor import Tensor from nncf.onnx.graph.metatypes.groups import OPERATIONS_WITH_BIAS_REDUCED from nncf.onnx.graph.node_utils import get_bias_value from nncf.onnx.graph.node_utils import is_any_weight_quantized @@ -29,6 +28,7 @@ from nncf.onnx.graph.transformations.commands import ONNXTargetPoint from nncf.onnx.statistics.collectors import get_mean_statistic_collector from nncf.quantization.algorithms.fast_bias_correction.backend import FastBiasCorrectionAlgoBackend +from nncf.tensor import Tensor class ONNXFastBiasCorrectionAlgoBackend(FastBiasCorrectionAlgoBackend): diff --git a/nncf/quantization/algorithms/fast_bias_correction/openvino_backend.py b/nncf/quantization/algorithms/fast_bias_correction/openvino_backend.py index 159b2111f1a..b75ffe29ae1 100644 --- a/nncf/quantization/algorithms/fast_bias_correction/openvino_backend.py +++ b/nncf/quantization/algorithms/fast_bias_correction/openvino_backend.py @@ -18,7 +18,6 @@ from nncf.common.graph import NNCFNode from nncf.common.graph.transformations.commands import TargetType from nncf.experimental.common.tensor_statistics.collectors import TensorCollector -from nncf.experimental.tensor import Tensor from nncf.openvino.graph.metatypes.groups import FAKE_QUANTIZE_OPERATIONS from nncf.openvino.graph.metatypes.groups import OPERATIONS_WITH_BIAS_REDUCED from nncf.openvino.graph.node_utils import get_bias_value @@ -29,6 +28,7 @@ from nncf.openvino.graph.transformations.commands import OVTargetPoint from nncf.openvino.statistics.collectors import get_mean_statistic_collector from nncf.quantization.algorithms.fast_bias_correction.backend import FastBiasCorrectionAlgoBackend +from nncf.tensor import Tensor class OVFastBiasCorrectionAlgoBackend(FastBiasCorrectionAlgoBackend): diff --git a/nncf/quantization/algorithms/fast_bias_correction/torch_backend.py b/nncf/quantization/algorithms/fast_bias_correction/torch_backend.py index 0099996883c..cac1df66762 100644 --- a/nncf/quantization/algorithms/fast_bias_correction/torch_backend.py +++ b/nncf/quantization/algorithms/fast_bias_correction/torch_backend.py @@ -19,8 +19,8 @@ from nncf.common.graph.definitions import NNCFGraphNodeType from nncf.common.graph.transformations.commands import TargetType from nncf.experimental.common.tensor_statistics.collectors import TensorCollector -from nncf.experimental.tensor import Tensor from nncf.quantization.algorithms.fast_bias_correction.backend import FastBiasCorrectionAlgoBackend +from nncf.tensor import Tensor from nncf.torch.graph.transformations.command_creation import create_bias_correction_command from nncf.torch.graph.transformations.commands import PTBiasCorrectionCommand from nncf.torch.graph.transformations.commands import PTModelExtractionCommand diff --git a/nncf/quantization/algorithms/layerwise/backend.py b/nncf/quantization/algorithms/layerwise/backend.py index 3417a86bac4..28503efc363 100644 --- a/nncf/quantization/algorithms/layerwise/backend.py +++ b/nncf/quantization/algorithms/layerwise/backend.py @@ -18,10 +18,10 @@ from nncf.common.graph.transformations.commands import TargetType from nncf.common.tensor_statistics.collectors import TensorStatisticCollectorBase from nncf.data.dataset import Dataset -from nncf.experimental.tensor.tensor import Tensor from nncf.quantization.algorithms.layerwise.iterator import LayerwiseIterator from nncf.quantization.algorithms.layerwise.scheduler import LayerwiseStep from nncf.quantization.algorithms.layerwise.scheduler import NodeOutputPort +from nncf.tensor import Tensor TModel = TypeVar("TModel") diff --git a/nncf/quantization/algorithms/layerwise/engine.py b/nncf/quantization/algorithms/layerwise/engine.py index 049c04435df..208b673c99d 100644 --- a/nncf/quantization/algorithms/layerwise/engine.py +++ b/nncf/quantization/algorithms/layerwise/engine.py @@ -20,11 +20,11 @@ from nncf.common.utils.backend import get_backend from nncf.data.dataset import Dataset from nncf.errors import UnsupportedBackendError -from nncf.experimental.tensor.tensor import Tensor from nncf.quantization.algorithms.layerwise.iterator import LayerwiseIterator from nncf.quantization.algorithms.layerwise.scheduler import LayerwiseScheduler from nncf.quantization.algorithms.layerwise.scheduler import LayerwiseStep from nncf.quantization.algorithms.layerwise.scheduler import NodeOutputPort +from nncf.tensor import Tensor TModel = TypeVar("TModel") diff --git a/nncf/quantization/algorithms/layerwise/iterator.py b/nncf/quantization/algorithms/layerwise/iterator.py index e3998518bb6..30f2cd0d615 100644 --- a/nncf/quantization/algorithms/layerwise/iterator.py +++ b/nncf/quantization/algorithms/layerwise/iterator.py @@ -15,7 +15,7 @@ from typing import Dict, List, Tuple from nncf.common.graph.graph import NNCFNode -from nncf.experimental.tensor.tensor import Tensor +from nncf.tensor import Tensor class LayerwiseIterator(Iterator, ABC): diff --git a/nncf/quantization/algorithms/layerwise/openvino_backend.py b/nncf/quantization/algorithms/layerwise/openvino_backend.py index 13ee5dce0bf..3990a27228d 100644 --- a/nncf/quantization/algorithms/layerwise/openvino_backend.py +++ b/nncf/quantization/algorithms/layerwise/openvino_backend.py @@ -17,13 +17,13 @@ from nncf.common.graph.transformations.commands import TargetType from nncf.common.tensor_statistics.collectors import TensorStatisticCollectorBase from nncf.data.dataset import Dataset -from nncf.experimental.tensor.tensor import Tensor from nncf.openvino.graph.transformations.commands import OVTargetPoint from nncf.openvino.statistics.collectors import get_raw_stat_collector from nncf.quantization.algorithms.layerwise.backend import LayerwiseEngineBackend from nncf.quantization.algorithms.layerwise.openvino_iterator import OVLayerwiseIterator from nncf.quantization.algorithms.layerwise.scheduler import LayerwiseStep from nncf.quantization.algorithms.layerwise.scheduler import NodeOutputPort +from nncf.tensor import Tensor class OVLayerwiseEngineBackend(LayerwiseEngineBackend): diff --git a/nncf/quantization/algorithms/layerwise/openvino_iterator.py b/nncf/quantization/algorithms/layerwise/openvino_iterator.py index d0079e07d9d..d2915476ddb 100644 --- a/nncf/quantization/algorithms/layerwise/openvino_iterator.py +++ b/nncf/quantization/algorithms/layerwise/openvino_iterator.py @@ -18,7 +18,6 @@ from nncf.common.graph import NNCFNode from nncf.common.graph.transformations.layout import TransformationLayout from nncf.data.dataset import Dataset -from nncf.experimental.tensor.tensor import Tensor from nncf.openvino.engine import OVNativeEngine from nncf.openvino.graph.model_transformer import OVModelTransformer from nncf.openvino.graph.node_utils import get_parameter_node_name @@ -27,6 +26,7 @@ from nncf.quantization.algorithms.layerwise.iterator import LayerwiseIterator from nncf.quantization.algorithms.layerwise.scheduler import LayerwiseStep from nncf.quantization.algorithms.layerwise.scheduler import NodeOutputPort +from nncf.tensor import Tensor class OVLayerwiseIterator(LayerwiseIterator): diff --git a/nncf/quantization/algorithms/min_max/algorithm.py b/nncf/quantization/algorithms/min_max/algorithm.py index a6ed670a614..2ffd27b81dd 100644 --- a/nncf/quantization/algorithms/min_max/algorithm.py +++ b/nncf/quantization/algorithms/min_max/algorithm.py @@ -17,7 +17,7 @@ import numpy as np import nncf -import nncf.experimental.tensor.functions as fns +import nncf.tensor.functions as fns from nncf import Dataset from nncf.common.factory import ModelTransformerFactory from nncf.common.graph.graph import NNCFGraph diff --git a/nncf/quantization/algorithms/smooth_quant/algorithm.py b/nncf/quantization/algorithms/smooth_quant/algorithm.py index 13e6b931c06..ec3dedbff5f 100644 --- a/nncf/quantization/algorithms/smooth_quant/algorithm.py +++ b/nncf/quantization/algorithms/smooth_quant/algorithm.py @@ -28,9 +28,9 @@ from nncf.common.tensor_statistics.statistic_point import StatisticPointsContainer from nncf.common.utils.backend import BackendType from nncf.common.utils.backend import get_backend -from nncf.experimental.tensor import Tensor -from nncf.experimental.tensor import functions as fns from nncf.quantization.algorithms.algorithm import Algorithm +from nncf.tensor import Tensor +from nncf.tensor import functions as fns TModel = TypeVar("TModel") TTensor = TypeVar("TTensor") diff --git a/nncf/quantization/algorithms/smooth_quant/backend.py b/nncf/quantization/algorithms/smooth_quant/backend.py index 11796186163..ecee83d65dd 100644 --- a/nncf/quantization/algorithms/smooth_quant/backend.py +++ b/nncf/quantization/algorithms/smooth_quant/backend.py @@ -21,7 +21,7 @@ from nncf.common.graph.transformations.commands import TransformationCommand from nncf.common.tensor_statistics.statistic_point import StatisticPoint from nncf.experimental.common.tensor_statistics.collectors import TensorCollector -from nncf.experimental.tensor import Tensor +from nncf.tensor import Tensor TModel = TypeVar("TModel") TTensor = TypeVar("TTensor") diff --git a/nncf/quantization/algorithms/smooth_quant/openvino_backend.py b/nncf/quantization/algorithms/smooth_quant/openvino_backend.py index 5d9db8b5315..e4b9bf784ae 100644 --- a/nncf/quantization/algorithms/smooth_quant/openvino_backend.py +++ b/nncf/quantization/algorithms/smooth_quant/openvino_backend.py @@ -22,7 +22,6 @@ from nncf.common.tensor_statistics.statistic_point import StatisticPoint from nncf.experimental.common.tensor_statistics.collectors import MaxAggregator from nncf.experimental.common.tensor_statistics.collectors import TensorCollector -from nncf.experimental.tensor import Tensor from nncf.openvino.graph.layout import OVLayoutElem from nncf.openvino.graph.layout import get_linear_weights_layout_from_node from nncf.openvino.graph.metatypes.groups import QUANTIZE_AGNOSTIC_OPERATIONS @@ -35,6 +34,7 @@ from nncf.openvino.graph.transformations.commands import OVWeightUpdateCommand from nncf.openvino.statistics.collectors import OVAbsMaxReducer from nncf.quantization.algorithms.smooth_quant.backend import SmoothQuantAlgoBackend +from nncf.tensor import Tensor OV_PRE_LAYER_TARGET_TYPE = TargetType.PRE_LAYER_OPERATION diff --git a/nncf/quantization/algorithms/smooth_quant/torch_backend.py b/nncf/quantization/algorithms/smooth_quant/torch_backend.py index 3216059fa90..eb0b5760974 100644 --- a/nncf/quantization/algorithms/smooth_quant/torch_backend.py +++ b/nncf/quantization/algorithms/smooth_quant/torch_backend.py @@ -23,10 +23,10 @@ from nncf.common.tensor_statistics.statistic_point import StatisticPoint from nncf.experimental.common.tensor_statistics.collectors import MaxAggregator from nncf.experimental.common.tensor_statistics.collectors import TensorCollector -from nncf.experimental.tensor import Tensor from nncf.openvino.graph.transformations.commands import OVMultiplyInsertionCommand from nncf.openvino.graph.transformations.commands import OVWeightUpdateCommand from nncf.quantization.algorithms.smooth_quant.backend import SmoothQuantAlgoBackend +from nncf.tensor import Tensor from nncf.torch.graph.transformations.command_creation import create_command_to_update_weight from nncf.torch.graph.transformations.commands import PTSharedFnInsertionCommand from nncf.torch.graph.transformations.commands import PTTargetPoint diff --git a/nncf/quantization/algorithms/weight_compression/algorithm.py b/nncf/quantization/algorithms/weight_compression/algorithm.py index 8fb6e2c1b9b..cd495865bb6 100644 --- a/nncf/quantization/algorithms/weight_compression/algorithm.py +++ b/nncf/quantization/algorithms/weight_compression/algorithm.py @@ -26,8 +26,6 @@ from nncf.common.utils.backend import BackendType from nncf.common.utils.backend import get_backend from nncf.common.utils.helpers import create_table -from nncf.experimental.tensor import Tensor -from nncf.experimental.tensor.definitions import TensorDataType from nncf.parameters import CompressWeightsMode from nncf.parameters import SensitivityMetric from nncf.quantization.advanced_parameters import AdvancedCompressionParameters @@ -40,6 +38,8 @@ from nncf.quantization.algorithms.weight_compression.weight_lowering import WeightCompressionConfig from nncf.scopes import IgnoredScope from nncf.scopes import get_ignored_node_names_from_ignored_scope +from nncf.tensor import Tensor +from nncf.tensor.definitions import TensorDataType TModel = TypeVar("TModel") TTensor = TypeVar("TTensor") diff --git a/nncf/quantization/algorithms/weight_compression/awq.py b/nncf/quantization/algorithms/weight_compression/awq.py index cee9b331598..5f160575195 100644 --- a/nncf/quantization/algorithms/weight_compression/awq.py +++ b/nncf/quantization/algorithms/weight_compression/awq.py @@ -24,12 +24,12 @@ from nncf.common.tensor_statistics.statistic_point import StatisticPointsContainer from nncf.common.utils.backend import BackendType from nncf.common.utils.backend import get_backend -from nncf.experimental.tensor import functions as fns from nncf.quantization.algorithms.algorithm import Algorithm from nncf.quantization.algorithms.weight_compression.config import WeightCompressionParameters from nncf.quantization.algorithms.weight_compression.weight_lowering import do_dequantization from nncf.quantization.algorithms.weight_compression.weight_lowering import do_integer_quantization from nncf.quantization.passes import transform_to_inference_graph +from nncf.tensor import functions as fns TModel = TypeVar("TModel") TTensor = TypeVar("TTensor") diff --git a/nncf/quantization/algorithms/weight_compression/backend.py b/nncf/quantization/algorithms/weight_compression/backend.py index 93b77b23409..324ce1089ad 100644 --- a/nncf/quantization/algorithms/weight_compression/backend.py +++ b/nncf/quantization/algorithms/weight_compression/backend.py @@ -19,8 +19,8 @@ from nncf.common.graph.transformations.commands import TargetPoint from nncf.common.graph.transformations.commands import TargetType from nncf.common.tensor_statistics.collectors import TensorStatisticCollectorBase -from nncf.experimental.tensor import Tensor from nncf.quantization.algorithms.weight_compression.config import WeightCompressionParameters +from nncf.tensor import Tensor TModel = TypeVar("TModel") diff --git a/nncf/quantization/algorithms/weight_compression/gptq.py b/nncf/quantization/algorithms/weight_compression/gptq.py index ee2940a86aa..721db4fbf29 100644 --- a/nncf/quantization/algorithms/weight_compression/gptq.py +++ b/nncf/quantization/algorithms/weight_compression/gptq.py @@ -20,9 +20,6 @@ from nncf.common.tensor_statistics.statistic_point import StatisticPointsContainer from nncf.common.utils.backend import BackendType from nncf.common.utils.backend import get_backend -from nncf.experimental.tensor import Tensor -from nncf.experimental.tensor import functions as fns -from nncf.experimental.tensor.definitions import TensorDataType from nncf.parameters import CompressWeightsMode from nncf.quantization.algorithms.layerwise.engine import LayerwiseEngine from nncf.quantization.algorithms.weight_compression.backend import WeightCompressionAlgoBackend @@ -34,6 +31,9 @@ from nncf.quantization.algorithms.weight_compression.weight_lowering import calculate_quantized_weight from nncf.quantization.algorithms.weight_compression.weight_lowering import decompress_nf4_weight from nncf.quantization.algorithms.weight_compression.weight_lowering import do_dequantization +from nncf.tensor import Tensor +from nncf.tensor import functions as fns +from nncf.tensor.definitions import TensorDataType TModel = TypeVar("TModel") diff --git a/nncf/quantization/algorithms/weight_compression/mixed_precision.py b/nncf/quantization/algorithms/weight_compression/mixed_precision.py index c4e4c73fa92..f8c05030193 100644 --- a/nncf/quantization/algorithms/weight_compression/mixed_precision.py +++ b/nncf/quantization/algorithms/weight_compression/mixed_precision.py @@ -15,9 +15,6 @@ from nncf.common.graph import NNCFGraph from nncf.common.logging.track_progress import track from nncf.common.utils.registry import Registry -from nncf.experimental.tensor import Tensor -from nncf.experimental.tensor import functions as fns -from nncf.experimental.tensor.definitions import TensorDataType from nncf.parameters import SensitivityMetric from nncf.quantization.algorithms.weight_compression.backend import WeightCompressionAlgoBackend from nncf.quantization.algorithms.weight_compression.config import WeightCompressionConfig @@ -25,6 +22,9 @@ from nncf.quantization.algorithms.weight_compression.weight_lowering import do_dequantization from nncf.quantization.algorithms.weight_compression.weight_lowering import do_integer_quantization from nncf.quantization.algorithms.weight_compression.weight_lowering import get_integer_quantization_error +from nncf.tensor import Tensor +from nncf.tensor import functions as fns +from nncf.tensor.definitions import TensorDataType TModel = TypeVar("TModel") MIXED_PRECISION_CRITERIA = Registry("mixed_precision_criteria") diff --git a/nncf/quantization/algorithms/weight_compression/openvino_backend.py b/nncf/quantization/algorithms/weight_compression/openvino_backend.py index 92475fadf14..d34b5cb5548 100644 --- a/nncf/quantization/algorithms/weight_compression/openvino_backend.py +++ b/nncf/quantization/algorithms/weight_compression/openvino_backend.py @@ -20,8 +20,6 @@ from nncf.common.graph.transformations.commands import TargetType from nncf.common.graph.utils import get_reduction_axes from nncf.experimental.common.tensor_statistics.collectors import TensorCollector -from nncf.experimental.tensor.definitions import TensorDataType -from nncf.experimental.tensor.tensor import Tensor from nncf.openvino.graph.metatypes import openvino_metatypes as om from nncf.openvino.graph.metatypes.groups import ATOMIC_ACTIVATIONS_OPERATIONS from nncf.openvino.graph.model_transformer import OVModelTransformer @@ -37,6 +35,8 @@ from nncf.quantization.algorithms.weight_compression.backend import WeightCompressionAlgoBackend from nncf.quantization.algorithms.weight_compression.config import WeightCompressionParameters from nncf.quantization.algorithms.weight_compression.weight_lowering import compress_weight +from nncf.tensor import Tensor +from nncf.tensor.definitions import TensorDataType class OVWeightCompressionAlgoBackend(WeightCompressionAlgoBackend): diff --git a/nncf/quantization/algorithms/weight_compression/scale_estimation.py b/nncf/quantization/algorithms/weight_compression/scale_estimation.py index 156335e43b5..885adbb02ef 100644 --- a/nncf/quantization/algorithms/weight_compression/scale_estimation.py +++ b/nncf/quantization/algorithms/weight_compression/scale_estimation.py @@ -19,12 +19,12 @@ from nncf.common.tensor_statistics.statistic_point import StatisticPointsContainer from nncf.common.utils.backend import BackendType from nncf.common.utils.backend import get_backend -from nncf.experimental.tensor import TensorDataType -from nncf.experimental.tensor import functions as fns from nncf.quantization.algorithms.weight_compression.config import WeightCompressionParameters from nncf.quantization.algorithms.weight_compression.weight_lowering import do_dequantization from nncf.quantization.algorithms.weight_compression.weight_lowering import do_integer_quantization from nncf.quantization.algorithms.weight_compression.weight_lowering import reshape_weight_for_grouped_quantization +from nncf.tensor import TensorDataType +from nncf.tensor import functions as fns TModel = TypeVar("TModel") TTensor = TypeVar("TTensor") diff --git a/nncf/quantization/algorithms/weight_compression/torch_backend.py b/nncf/quantization/algorithms/weight_compression/torch_backend.py index 6e1b4a7a6c1..ffdf5b415f2 100644 --- a/nncf/quantization/algorithms/weight_compression/torch_backend.py +++ b/nncf/quantization/algorithms/weight_compression/torch_backend.py @@ -22,12 +22,12 @@ from nncf.common.graph.transformations.commands import TargetType from nncf.common.graph.transformations.layout import TransformationLayout from nncf.experimental.common.tensor_statistics.collectors import TensorCollector -from nncf.experimental.tensor.definitions import TensorDataType -from nncf.experimental.tensor.tensor import Tensor from nncf.parameters import CompressWeightsMode from nncf.quantization.algorithms.weight_compression.backend import WeightCompressionAlgoBackend from nncf.quantization.algorithms.weight_compression.config import WeightCompressionParameters from nncf.quantization.algorithms.weight_compression.weight_lowering import compress_weight +from nncf.tensor import Tensor +from nncf.tensor.definitions import TensorDataType from nncf.torch.dynamic_graph.scope import Scope from nncf.torch.graph import operator_metatypes as om from nncf.torch.graph.transformations.commands import PTSharedFnInsertionCommand diff --git a/nncf/quantization/algorithms/weight_compression/weight_lowering.py b/nncf/quantization/algorithms/weight_compression/weight_lowering.py index 54a2ef90754..8010271417d 100644 --- a/nncf/quantization/algorithms/weight_compression/weight_lowering.py +++ b/nncf/quantization/algorithms/weight_compression/weight_lowering.py @@ -15,12 +15,12 @@ import numpy as np import nncf -from nncf.experimental.tensor import Tensor -from nncf.experimental.tensor.definitions import TensorDataType -from nncf.experimental.tensor.functions import numeric as fns from nncf.parameters import CompressWeightsMode from nncf.quantization.algorithms.weight_compression.config import WeightCompressionConfig from nncf.quantization.fake_quantize import calculate_scale_zero_point +from nncf.tensor import Tensor +from nncf.tensor import functions as fns +from nncf.tensor.definitions import TensorDataType ReductionAxes = Tuple[int, ...] diff --git a/nncf/quantization/fake_quantize.py b/nncf/quantization/fake_quantize.py index 277bced5913..d5a3e96ae64 100644 --- a/nncf/quantization/fake_quantize.py +++ b/nncf/quantization/fake_quantize.py @@ -21,10 +21,10 @@ from nncf.common.quantization.structs import QuantizerConfig from nncf.common.quantization.structs import QuantizerGroup from nncf.experimental.common.tensor_statistics.statistics import MinMaxTensorStatistic -from nncf.experimental.tensor import Tensor -from nncf.experimental.tensor import TensorDataType -from nncf.experimental.tensor import functions as fns from nncf.quantization.advanced_parameters import FP8Type +from nncf.tensor import Tensor +from nncf.tensor import TensorDataType +from nncf.tensor import functions as fns @dataclass diff --git a/nncf/experimental/tensor/README.md b/nncf/tensor/README.md similarity index 89% rename from nncf/experimental/tensor/README.md rename to nncf/tensor/README.md index 2f116f481be..0039100036d 100644 --- a/nncf/experimental/tensor/README.md +++ b/nncf/tensor/README.md @@ -11,7 +11,7 @@ Common algorithms should use wrapped tensors and provide the unwrapped tensor to ### Initialization Tensor ```python -from nncf.experimental.tensor import Tensor +from nncf.tensor import Tensor import numpy as np numpy_array = np.array([1,2]) @@ -27,8 +27,8 @@ nncf_tensor = Tensor(torch_tensor) The function for creating a tensor requires a backend argument to specify the type of data to be created. It supports both numpy array and torch tensor. ```python -from nncf.experimental.tensor import functions as fns -from nncf.experimental.tensor.definitions import TensorBackend +from nncf.tensor import functions as fns +from nncf.tensor.definitions import TensorBackend # create zeros tensor where data is numpy array nncf_tensor = fns.zeros((2,2), backend=TensorBackend.numpy) @@ -72,7 +72,7 @@ nncf_tensor.max() # Tensor(2) All available functions you can found in the functions module. ```python -from nncf.experimental.tensor import functions as fns +from nncf.tensor import functions as fns fns.max(nncf_tensor) # Tensor(2) ``` @@ -166,7 +166,7 @@ tensor_a[0:2] # Tensor(array([[1],[2]])) return torch.foo(a, arg1) ``` -4. Add test of method to [test template](../../../tests/shared/test_templates/template_test_nncf_tensor.py) for Tensor class +4. Add test of method to [test template](/tests/shared/test_templates/template_test_nncf_tensor.py) for Tensor class ### Add new backend @@ -181,7 +181,7 @@ tensor_a[0:2] # Tensor(array([[1],[2]])) return np.array(x) # Function to initialize tensor from list ``` -3. Add new backend type to `mock_modules` list in [docs/api/source/conf.py](https://github.com/openvinotoolkit/nncf/blob/develop/docs/api/source/conf.py#L131) +3. Add new backend type to `mock_modules` list in [docs/api/source/conf.py](/docs/api/source/conf.py#L131) ```python mock_modules = [ @@ -192,8 +192,8 @@ tensor_a[0:2] # Tensor(array([[1],[2]])) "openvino", "tensorflow", "tensorflow_addons", - "nncf.experimental.tensor.functions.torch_*", - "nncf.experimental.tensor.functions.numpy_*", - "nncf.experimental.tensor.functions._*", + "nncf.tensor.functions.torch_*", + "nncf.tensor.functions.numpy_*", + "nncf.tensor.functions._*", ] ``` diff --git a/nncf/experimental/tensor/__init__.py b/nncf/tensor/__init__.py similarity index 59% rename from nncf/experimental/tensor/__init__.py rename to nncf/tensor/__init__.py index 0a677404673..8a5e2584fb9 100644 --- a/nncf/experimental/tensor/__init__.py +++ b/nncf/tensor/__init__.py @@ -9,8 +9,8 @@ # See the License for the specific language governing permissions and # limitations under the License. -from nncf.experimental.tensor.definitions import TensorBackendType as TensorBackendType -from nncf.experimental.tensor.definitions import TensorDataType as TensorDataType -from nncf.experimental.tensor.definitions import TensorDeviceType as TensorDeviceType -from nncf.experimental.tensor.tensor import Tensor as Tensor -from nncf.experimental.tensor.tensor import unwrap_tensor_data as unwrap_tensor_data +from nncf.tensor.definitions import TensorBackendType as TensorBackendType +from nncf.tensor.definitions import TensorDataType as TensorDataType +from nncf.tensor.definitions import TensorDeviceType as TensorDeviceType +from nncf.tensor.tensor import Tensor as Tensor +from nncf.tensor.tensor import unwrap_tensor_data as unwrap_tensor_data diff --git a/nncf/experimental/tensor/definitions.py b/nncf/tensor/definitions.py similarity index 100% rename from nncf/experimental/tensor/definitions.py rename to nncf/tensor/definitions.py diff --git a/nncf/tensor/functions/__init__.py b/nncf/tensor/functions/__init__.py new file mode 100644 index 00000000000..3eb3eabbc49 --- /dev/null +++ b/nncf/tensor/functions/__init__.py @@ -0,0 +1,76 @@ +# Copyright (c) 2024 Intel Corporation +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# http://www.apache.org/licenses/LICENSE-2.0 +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +from nncf.tensor.functions import linalg as linalg +from nncf.tensor.functions.numeric import abs as abs +from nncf.tensor.functions.numeric import all as all +from nncf.tensor.functions.numeric import allclose as allclose +from nncf.tensor.functions.numeric import any as any +from nncf.tensor.functions.numeric import arange as arange +from nncf.tensor.functions.numeric import argsort as argsort +from nncf.tensor.functions.numeric import as_tensor_like as as_tensor_like +from nncf.tensor.functions.numeric import astype as astype +from nncf.tensor.functions.numeric import clip as clip +from nncf.tensor.functions.numeric import concatenate as concatenate +from nncf.tensor.functions.numeric import count_nonzero as count_nonzero +from nncf.tensor.functions.numeric import device as device +from nncf.tensor.functions.numeric import diag as diag +from nncf.tensor.functions.numeric import dtype as dtype +from nncf.tensor.functions.numeric import expand_dims as expand_dims +from nncf.tensor.functions.numeric import finfo as finfo +from nncf.tensor.functions.numeric import flatten as flatten +from nncf.tensor.functions.numeric import from_numpy as from_numpy +from nncf.tensor.functions.numeric import isclose as isclose +from nncf.tensor.functions.numeric import isempty as isempty +from nncf.tensor.functions.numeric import item as item +from nncf.tensor.functions.numeric import logical_or as logical_or +from nncf.tensor.functions.numeric import masked_mean as masked_mean +from nncf.tensor.functions.numeric import masked_median as masked_median +from nncf.tensor.functions.numeric import matmul as matmul +from nncf.tensor.functions.numeric import max as max +from nncf.tensor.functions.numeric import maximum as maximum +from nncf.tensor.functions.numeric import mean as mean +from nncf.tensor.functions.numeric import median as median +from nncf.tensor.functions.numeric import min as min +from nncf.tensor.functions.numeric import minimum as minimum +from nncf.tensor.functions.numeric import moveaxis as moveaxis +from nncf.tensor.functions.numeric import multiply as multiply +from nncf.tensor.functions.numeric import ones_like as ones_like +from nncf.tensor.functions.numeric import percentile as percentile +from nncf.tensor.functions.numeric import power as power +from nncf.tensor.functions.numeric import quantile as quantile +from nncf.tensor.functions.numeric import reshape as reshape +from nncf.tensor.functions.numeric import round as round +from nncf.tensor.functions.numeric import searchsorted as searchsorted +from nncf.tensor.functions.numeric import squeeze as squeeze +from nncf.tensor.functions.numeric import stack as stack +from nncf.tensor.functions.numeric import sum as sum +from nncf.tensor.functions.numeric import transpose as transpose +from nncf.tensor.functions.numeric import unsqueeze as unsqueeze +from nncf.tensor.functions.numeric import unstack as unstack +from nncf.tensor.functions.numeric import var as var +from nncf.tensor.functions.numeric import where as where +from nncf.tensor.functions.numeric import zeros as zeros +from nncf.tensor.functions.numeric import zeros_like as zeros_like + + +def _initialize_backends(): + import contextlib + + import nncf.tensor.functions.numpy_linalg + import nncf.tensor.functions.numpy_numeric + + with contextlib.suppress(ImportError): + import nncf.tensor.functions.torch_linalg + import nncf.tensor.functions.torch_numeric # noqa: F401 + + +_initialize_backends() diff --git a/nncf/experimental/tensor/functions/dispatcher.py b/nncf/tensor/functions/dispatcher.py similarity index 91% rename from nncf/experimental/tensor/functions/dispatcher.py rename to nncf/tensor/functions/dispatcher.py index 73ed51d7f1b..11787edebee 100644 --- a/nncf/experimental/tensor/functions/dispatcher.py +++ b/nncf/tensor/functions/dispatcher.py @@ -13,8 +13,8 @@ import numpy as np -from nncf.experimental.tensor import Tensor -from nncf.experimental.tensor.definitions import TensorBackend +from nncf.tensor import Tensor +from nncf.tensor.definitions import TensorBackend def tensor_guard(func: callable): @@ -68,10 +68,10 @@ def get_numeric_backend_fn(fn_name: str, backend: TensorBackend) -> Callable: :return: The backend-specific numeric function. """ if backend == TensorBackend.numpy: - from nncf.experimental.tensor.functions import numpy_numeric + from nncf.tensor.functions import numpy_numeric return getattr(numpy_numeric, fn_name) if backend == TensorBackend.torch: - from nncf.experimental.tensor.functions import torch_numeric + from nncf.tensor.functions import torch_numeric return getattr(torch_numeric, fn_name) diff --git a/nncf/experimental/tensor/functions/linalg.py b/nncf/tensor/functions/linalg.py similarity index 97% rename from nncf/experimental/tensor/functions/linalg.py rename to nncf/tensor/functions/linalg.py index 0437d327efe..c73a841b5b1 100644 --- a/nncf/experimental/tensor/functions/linalg.py +++ b/nncf/tensor/functions/linalg.py @@ -12,8 +12,8 @@ import functools from typing import Optional, Tuple, Union -from nncf.experimental.tensor import Tensor -from nncf.experimental.tensor.functions.dispatcher import tensor_guard +from nncf.tensor import Tensor +from nncf.tensor.functions.dispatcher import tensor_guard @functools.singledispatch diff --git a/nncf/experimental/tensor/functions/numeric.py b/nncf/tensor/functions/numeric.py similarity index 98% rename from nncf/experimental/tensor/functions/numeric.py rename to nncf/tensor/functions/numeric.py index 81d445dea8a..df2a4711c09 100644 --- a/nncf/experimental/tensor/functions/numeric.py +++ b/nncf/tensor/functions/numeric.py @@ -15,15 +15,15 @@ import numpy as np -from nncf.experimental.tensor.definitions import TensorBackend -from nncf.experimental.tensor.definitions import TensorDataType -from nncf.experimental.tensor.definitions import TensorDeviceType -from nncf.experimental.tensor.definitions import TypeInfo -from nncf.experimental.tensor.functions.dispatcher import dispatch_list -from nncf.experimental.tensor.functions.dispatcher import get_numeric_backend_fn -from nncf.experimental.tensor.functions.dispatcher import tensor_guard -from nncf.experimental.tensor.tensor import Tensor -from nncf.experimental.tensor.tensor import unwrap_tensor_data +from nncf.tensor import Tensor +from nncf.tensor import unwrap_tensor_data +from nncf.tensor.definitions import TensorBackend +from nncf.tensor.definitions import TensorDataType +from nncf.tensor.definitions import TensorDeviceType +from nncf.tensor.definitions import TypeInfo +from nncf.tensor.functions.dispatcher import dispatch_list +from nncf.tensor.functions.dispatcher import get_numeric_backend_fn +from nncf.tensor.functions.dispatcher import tensor_guard @functools.singledispatch diff --git a/nncf/experimental/tensor/functions/numpy_linalg.py b/nncf/tensor/functions/numpy_linalg.py similarity index 92% rename from nncf/experimental/tensor/functions/numpy_linalg.py rename to nncf/tensor/functions/numpy_linalg.py index f4e755780b1..ddb94dddaf2 100644 --- a/nncf/experimental/tensor/functions/numpy_linalg.py +++ b/nncf/tensor/functions/numpy_linalg.py @@ -13,8 +13,8 @@ import numpy as np -from nncf.experimental.tensor.functions import linalg -from nncf.experimental.tensor.functions.dispatcher import register_numpy_types +from nncf.tensor.functions import linalg +from nncf.tensor.functions.dispatcher import register_numpy_types @register_numpy_types(linalg.norm) diff --git a/nncf/experimental/tensor/functions/numpy_numeric.py b/nncf/tensor/functions/numpy_numeric.py similarity index 96% rename from nncf/experimental/tensor/functions/numpy_numeric.py rename to nncf/tensor/functions/numpy_numeric.py index e454617f06a..e3492d969b2 100644 --- a/nncf/experimental/tensor/functions/numpy_numeric.py +++ b/nncf/tensor/functions/numpy_numeric.py @@ -13,12 +13,12 @@ import numpy as np -from nncf.experimental.tensor.definitions import TensorBackend -from nncf.experimental.tensor.definitions import TensorDataType -from nncf.experimental.tensor.definitions import TensorDeviceType -from nncf.experimental.tensor.definitions import TypeInfo -from nncf.experimental.tensor.functions import numeric as numeric -from nncf.experimental.tensor.functions.dispatcher import register_numpy_types +from nncf.tensor.definitions import TensorBackend +from nncf.tensor.definitions import TensorDataType +from nncf.tensor.definitions import TensorDeviceType +from nncf.tensor.definitions import TypeInfo +from nncf.tensor.functions import numeric as numeric +from nncf.tensor.functions.dispatcher import register_numpy_types DTYPE_MAP = { TensorDataType.float16: np.dtype(np.float16), diff --git a/nncf/experimental/tensor/functions/torch_linalg.py b/nncf/tensor/functions/torch_linalg.py similarity index 96% rename from nncf/experimental/tensor/functions/torch_linalg.py rename to nncf/tensor/functions/torch_linalg.py index 4ad42c8a313..c2a6397e427 100644 --- a/nncf/experimental/tensor/functions/torch_linalg.py +++ b/nncf/tensor/functions/torch_linalg.py @@ -12,7 +12,7 @@ import torch -from nncf.experimental.tensor.functions import linalg +from nncf.tensor.functions import linalg @linalg.norm.register(torch.Tensor) diff --git a/nncf/experimental/tensor/functions/torch_numeric.py b/nncf/tensor/functions/torch_numeric.py similarity index 97% rename from nncf/experimental/tensor/functions/torch_numeric.py rename to nncf/tensor/functions/torch_numeric.py index d79fc8d1d32..dea390de4df 100644 --- a/nncf/experimental/tensor/functions/torch_numeric.py +++ b/nncf/tensor/functions/torch_numeric.py @@ -14,11 +14,11 @@ import numpy as np import torch -from nncf.experimental.tensor import TensorDataType -from nncf.experimental.tensor import TensorDeviceType -from nncf.experimental.tensor.definitions import TensorBackend -from nncf.experimental.tensor.definitions import TypeInfo -from nncf.experimental.tensor.functions import numeric as numeric +from nncf.tensor import TensorDataType +from nncf.tensor import TensorDeviceType +from nncf.tensor.definitions import TensorBackend +from nncf.tensor.definitions import TypeInfo +from nncf.tensor.functions import numeric as numeric DTYPE_MAP = { TensorDataType.float16: torch.float16, diff --git a/nncf/experimental/tensor/tensor.py b/nncf/tensor/tensor.py similarity index 96% rename from nncf/experimental/tensor/tensor.py rename to nncf/tensor/tensor.py index 79a5772db01..2be02d8c252 100644 --- a/nncf/experimental/tensor/tensor.py +++ b/nncf/tensor/tensor.py @@ -13,9 +13,9 @@ import operator from typing import Any, Optional, Tuple, TypeVar, Union -from nncf.experimental.tensor.definitions import TensorBackend -from nncf.experimental.tensor.definitions import TensorDataType -from nncf.experimental.tensor.definitions import TensorDeviceType +from nncf.tensor.definitions import TensorBackend +from nncf.tensor.definitions import TensorDataType +from nncf.tensor.definitions import TensorDeviceType TTensor = TypeVar("TTensor") @@ -175,7 +175,7 @@ def _call_function(func_name: str, *args): :param func_name: Name of function. :return: Result of function call. """ - from nncf.experimental.tensor.functions import numeric + from nncf.tensor.functions import numeric fn = getattr(numeric, func_name) return fn(*args) diff --git a/nncf/torch/statistics/aggregator.py b/nncf/torch/statistics/aggregator.py index 4b2dfe0361c..2d0a1ba0a8b 100644 --- a/nncf/torch/statistics/aggregator.py +++ b/nncf/torch/statistics/aggregator.py @@ -19,7 +19,7 @@ from nncf.common.graph.transformations.layout import TransformationLayout from nncf.common.tensor_statistics.aggregator import StatisticPointsContainer from nncf.common.tensor_statistics.aggregator import StatisticsAggregator -from nncf.experimental.tensor import Tensor +from nncf.tensor import Tensor from nncf.torch.graph.transformations.commands import PTInsertionCommand from nncf.torch.nncf_network import NNCFNetwork from nncf.torch.tensor_statistics.algo import create_register_input_hook diff --git a/nncf/torch/tensor_statistics/algo.py b/nncf/torch/tensor_statistics/algo.py index 014cfeaf7a0..13d15a398a1 100644 --- a/nncf/torch/tensor_statistics/algo.py +++ b/nncf/torch/tensor_statistics/algo.py @@ -19,7 +19,7 @@ from nncf.common.tensor_statistics.collectors import TensorStatisticCollectorBase from nncf.config import NNCFConfig from nncf.experimental.common.tensor_statistics.collectors import TensorCollector -from nncf.experimental.tensor import Tensor +from nncf.tensor import Tensor from nncf.torch.algo_selector import ZeroCompressionLoss from nncf.torch.compression_method_api import PTCompressionAlgorithmBuilder from nncf.torch.compression_method_api import PTCompressionAlgorithmController diff --git a/nncf/torch/tensor_statistics/collectors.py b/nncf/torch/tensor_statistics/collectors.py index b620661c318..9fbb95710ec 100644 --- a/nncf/torch/tensor_statistics/collectors.py +++ b/nncf/torch/tensor_statistics/collectors.py @@ -38,8 +38,8 @@ from nncf.experimental.common.tensor_statistics.statistics import MinMaxTensorStatistic from nncf.experimental.common.tensor_statistics.statistics import PercentileTensorStatistic from nncf.experimental.common.tensor_statistics.statistics import RawTensorStatistic -from nncf.experimental.tensor import Tensor from nncf.quantization.advanced_parameters import StatisticsType +from nncf.tensor import Tensor class PTReducerMixIn: diff --git a/tests/common/experimental/test_reducers_and_aggregators.py b/tests/common/experimental/test_reducers_and_aggregators.py index f01f2e0c6dc..d83405e6f4d 100644 --- a/tests/common/experimental/test_reducers_and_aggregators.py +++ b/tests/common/experimental/test_reducers_and_aggregators.py @@ -34,7 +34,7 @@ from nncf.experimental.common.tensor_statistics.collectors import PercentileAggregator from nncf.experimental.common.tensor_statistics.collectors import RawReducer from nncf.experimental.common.tensor_statistics.collectors import ShapeAggregator -from nncf.experimental.tensor import functions as fns +from nncf.tensor import functions as fns DEFAULT_3D_MEAN_VALUE = [[2503.125, -2493.75, 5009.375], [-4987.5, 7515.625, -7481.25], [10021.875, -9975.0, 12528.125]] diff --git a/tests/common/experimental/test_statistic_collector.py b/tests/common/experimental/test_statistic_collector.py index befca4d6c45..5db5b10addc 100644 --- a/tests/common/experimental/test_statistic_collector.py +++ b/tests/common/experimental/test_statistic_collector.py @@ -27,7 +27,7 @@ from nncf.experimental.common.tensor_statistics.statistics import MinMaxTensorStatistic from nncf.experimental.common.tensor_statistics.statistics import PercentileTensorStatistic from nncf.experimental.common.tensor_statistics.statistics import RawTensorStatistic -from nncf.experimental.tensor import Tensor +from nncf.tensor import Tensor class DummyTensorReducer(TensorReducerBase): diff --git a/tests/common/experimental/test_tensor_collector_batch_size.py b/tests/common/experimental/test_tensor_collector_batch_size.py index 9adc820493b..8b467ab7aa4 100644 --- a/tests/common/experimental/test_tensor_collector_batch_size.py +++ b/tests/common/experimental/test_tensor_collector_batch_size.py @@ -18,8 +18,8 @@ from nncf.common.graph.utils import get_reduction_axes from nncf.experimental.common.tensor_statistics.collectors import TensorCollector from nncf.experimental.common.tensor_statistics.statistics import MinMaxTensorStatistic -from nncf.experimental.tensor import Tensor -from nncf.experimental.tensor import functions as fns +from nncf.tensor import Tensor +from nncf.tensor import functions as fns class TemplateTestTensorCollectorBatchSize(ABC): diff --git a/tests/common/test_statistics_aggregator.py b/tests/common/test_statistics_aggregator.py index 7cd850c78eb..7e346796942 100644 --- a/tests/common/test_statistics_aggregator.py +++ b/tests/common/test_statistics_aggregator.py @@ -30,7 +30,6 @@ from nncf.experimental.common.tensor_statistics.collectors import NoopAggregator from nncf.experimental.common.tensor_statistics.collectors import TensorCollector from nncf.experimental.common.tensor_statistics.collectors import TensorReducerBase -from nncf.experimental.tensor import functions as fns from nncf.quantization.algorithms.bias_correction.backend import BiasCorrectionAlgoBackend from nncf.quantization.algorithms.fast_bias_correction.backend import FastBiasCorrectionAlgoBackend from nncf.quantization.algorithms.min_max.algorithm import MinMaxQuantization @@ -40,6 +39,7 @@ from nncf.quantization.range_estimator import RangeEstimatorParametersSet from nncf.quantization.range_estimator import StatisticsCollectorParameters from nncf.quantization.range_estimator import StatisticsType +from nncf.tensor import functions as fns class MockedDataset: diff --git a/tests/common/test_tensor.py b/tests/common/test_tensor.py index c43657961e6..2db57dcd9cb 100644 --- a/tests/common/test_tensor.py +++ b/tests/common/test_tensor.py @@ -11,9 +11,9 @@ import numpy as np -from nncf.experimental.tensor import TensorDataType -from nncf.experimental.tensor.definitions import TensorBackend -from nncf.experimental.tensor.definitions import TensorDeviceType +from nncf.tensor import TensorDataType +from nncf.tensor.definitions import TensorBackend +from nncf.tensor.definitions import TensorDeviceType from tests.shared.test_templates.template_test_nncf_tensor import TemplateTestNNCFTensorOperators diff --git a/tests/onnx/quantization/common.py b/tests/onnx/quantization/common.py index cc2d6674514..dc23ba342d1 100644 --- a/tests/onnx/quantization/common.py +++ b/tests/onnx/quantization/common.py @@ -17,7 +17,6 @@ from nncf import Dataset from nncf.experimental.common.tensor_statistics.statistics import MinMaxTensorStatistic -from nncf.experimental.tensor import Tensor from nncf.onnx.graph.nncf_graph_builder import GraphConverter from nncf.onnx.graph.onnx_helper import get_edge_dtype from nncf.onnx.graph.onnx_helper import get_edge_info_mapping @@ -26,6 +25,7 @@ from nncf.quantization.advanced_parameters import AdvancedSmoothQuantParameters from nncf.quantization.algorithms.post_training.algorithm import PostTrainingQuantization from nncf.quantization.fake_quantize import FakeQuantizeParameters +from nncf.tensor import Tensor from tests.onnx.common import get_random_generator from tests.onnx.opset_converter import convert_opset_version from tests.shared.nx_graph import check_nx_graph diff --git a/tests/onnx/quantization/test_calculation_quantizer_params.py b/tests/onnx/quantization/test_calculation_quantizer_params.py index fdbfbb76663..8de2d758fd5 100644 --- a/tests/onnx/quantization/test_calculation_quantizer_params.py +++ b/tests/onnx/quantization/test_calculation_quantizer_params.py @@ -12,9 +12,9 @@ import numpy as np import pytest -from nncf.experimental.tensor import Tensor from nncf.onnx.quantization.quantizer_parameters import get_level_low_level_high from nncf.quantization.fake_quantize import calculate_scale_zero_point +from nncf.tensor import Tensor from tests.post_training.test_templates.test_calculate_quantizer_parameters import TemplateTestFQParams EPS = np.finfo(np.float32).eps diff --git a/tests/onnx/quantization/test_reducers_and_aggregators.py b/tests/onnx/quantization/test_reducers_and_aggregators.py index a5f45f8d5df..bd4aae88879 100644 --- a/tests/onnx/quantization/test_reducers_and_aggregators.py +++ b/tests/onnx/quantization/test_reducers_and_aggregators.py @@ -15,7 +15,6 @@ import pytest from nncf.common.graph.layer_attributes import Dtype -from nncf.experimental.tensor import Tensor from nncf.onnx.statistics.collectors import ONNXAbsMaxReducer from nncf.onnx.statistics.collectors import ONNXAbsQuantileReducer from nncf.onnx.statistics.collectors import ONNXBatchMeanReducer @@ -24,6 +23,7 @@ from nncf.onnx.statistics.collectors import ONNXMeanReducer from nncf.onnx.statistics.collectors import ONNXMinReducer from nncf.onnx.statistics.collectors import ONNXQuantileReducer +from nncf.tensor import Tensor from tests.common.experimental.test_reducers_and_aggregators import TemplateTestReducersAggregators diff --git a/tests/openvino/native/quantization/test_calculation_quantizer_params.py b/tests/openvino/native/quantization/test_calculation_quantizer_params.py index 2ac6f539e17..217d03d6cd1 100644 --- a/tests/openvino/native/quantization/test_calculation_quantizer_params.py +++ b/tests/openvino/native/quantization/test_calculation_quantizer_params.py @@ -8,7 +8,7 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. -from nncf.experimental.tensor.tensor import Tensor +from nncf.tensor import Tensor from tests.post_training.test_templates.test_calculate_quantizer_parameters import TemplateTestFQParams diff --git a/tests/openvino/native/quantization/test_gptq.py b/tests/openvino/native/quantization/test_gptq.py index 22507f5af44..11e08753f30 100644 --- a/tests/openvino/native/quantization/test_gptq.py +++ b/tests/openvino/native/quantization/test_gptq.py @@ -16,11 +16,11 @@ import torch from nncf.common.factory import NNCFGraphFactory -from nncf.experimental.tensor.tensor import Tensor from nncf.parameters import CompressWeightsMode from nncf.quantization.algorithms.weight_compression.config import WeightCompressionConfig from nncf.quantization.algorithms.weight_compression.config import WeightCompressionParameters from nncf.quantization.algorithms.weight_compression.gptq import GPTQ +from nncf.tensor.tensor import Tensor def quantize(x, scale, zero, maxq): diff --git a/tests/openvino/native/quantization/test_reducers_and_aggregators.py b/tests/openvino/native/quantization/test_reducers_and_aggregators.py index c76ab2964d8..3ff3876800d 100644 --- a/tests/openvino/native/quantization/test_reducers_and_aggregators.py +++ b/tests/openvino/native/quantization/test_reducers_and_aggregators.py @@ -15,7 +15,6 @@ import pytest from nncf.common.graph.layer_attributes import Dtype -from nncf.experimental.tensor import Tensor from nncf.openvino.statistics.collectors import OVAbsMaxReducer from nncf.openvino.statistics.collectors import OVAbsQuantileReducer from nncf.openvino.statistics.collectors import OVBatchMeanReducer @@ -24,6 +23,7 @@ from nncf.openvino.statistics.collectors import OVMeanReducer from nncf.openvino.statistics.collectors import OVMinReducer from nncf.openvino.statistics.collectors import OVQuantileReducer +from nncf.tensor import Tensor from tests.common.experimental.test_reducers_and_aggregators import TemplateTestReducersAggregators diff --git a/tests/openvino/native/quantization/test_weights_compression.py b/tests/openvino/native/quantization/test_weights_compression.py index 384cbb56ffa..1621bcb24be 100644 --- a/tests/openvino/native/quantization/test_weights_compression.py +++ b/tests/openvino/native/quantization/test_weights_compression.py @@ -23,7 +23,6 @@ from nncf.data.dataset import Dataset from nncf.errors import ValidationError from nncf.experimental.common.tensor_statistics.collectors import AggregatorBase -from nncf.experimental.tensor import Tensor from nncf.openvino.graph.node_utils import get_const_value from nncf.quantization import compress_weights from nncf.quantization.algorithms.weight_compression.config import WeightCompressionConfig @@ -32,6 +31,7 @@ from nncf.quantization.algorithms.weight_compression.weight_lowering import get_integer_quantization_error from nncf.quantization.algorithms.weight_compression.weight_lowering import reshape_weight_for_grouped_quantization from nncf.scopes import IgnoredScope +from nncf.tensor import Tensor from tests.openvino.native.common import get_actual_reference_for_current_openvino from tests.openvino.native.models import AWQActMatmulModel from tests.openvino.native.models import AWQMatmulModel diff --git a/tests/openvino/native/test_layerwise.py b/tests/openvino/native/test_layerwise.py index 3963a379955..c964d4c00bf 100644 --- a/tests/openvino/native/test_layerwise.py +++ b/tests/openvino/native/test_layerwise.py @@ -17,10 +17,10 @@ from nncf.common.graph.graph import NNCFGraph from nncf.common.graph.graph import NNCFNode from nncf.data.dataset import Dataset -from nncf.experimental.tensor.tensor import Tensor from nncf.quantization.algorithms.layerwise.openvino_iterator import OVLayerwiseIterator from nncf.quantization.algorithms.layerwise.scheduler import LayerwiseStep from nncf.quantization.algorithms.layerwise.scheduler import NodeOutputPort +from nncf.tensor import Tensor from tests.post_training.test_templates.test_layerwise import TemplateTestLayerwiseEngine diff --git a/tests/openvino/native/test_model_transformer.py b/tests/openvino/native/test_model_transformer.py index 46d4a991316..83c066c6e9f 100644 --- a/tests/openvino/native/test_model_transformer.py +++ b/tests/openvino/native/test_model_transformer.py @@ -21,7 +21,6 @@ import nncf from nncf.common.graph.transformations.commands import TargetType from nncf.common.graph.transformations.layout import TransformationLayout -from nncf.experimental.tensor import Tensor from nncf.openvino.graph.model_transformer import OVModelTransformer from nncf.openvino.graph.node_utils import get_inplace_batch_mean_op from nncf.openvino.graph.node_utils import get_inplace_max_op @@ -43,6 +42,7 @@ from nncf.quantization.advanced_parameters import FP8Type from nncf.quantization.fake_quantize import FakeConvertParameters from nncf.quantization.fake_quantize import FakeQuantizeParameters +from nncf.tensor import Tensor from tests.openvino.native.common import compare_nncf_graphs from tests.openvino.native.common import get_actual_reference_for_current_openvino from tests.openvino.native.models import ConvModel diff --git a/tests/openvino/native/test_statistic_collector.py b/tests/openvino/native/test_statistic_collector.py index de7685314d0..e9e43c16d9a 100644 --- a/tests/openvino/native/test_statistic_collector.py +++ b/tests/openvino/native/test_statistic_collector.py @@ -12,7 +12,7 @@ import numpy as np -from nncf.experimental.tensor import Tensor +from nncf.tensor import Tensor from tests.common.experimental.test_statistic_collector import TemplateTestStatisticCollector diff --git a/tests/post_training/test_templates/test_calculate_quantizer_parameters.py b/tests/post_training/test_templates/test_calculate_quantizer_parameters.py index 7d35b4c3a31..7ab3d0ab318 100644 --- a/tests/post_training/test_templates/test_calculate_quantizer_parameters.py +++ b/tests/post_training/test_templates/test_calculate_quantizer_parameters.py @@ -21,9 +21,9 @@ from nncf.common.quantization.structs import QuantizerConfig from nncf.common.quantization.structs import QuantizerGroup from nncf.experimental.common.tensor_statistics.statistics import MinMaxTensorStatistic -from nncf.experimental.tensor import functions as fns from nncf.quantization.fake_quantize import FakeQuantizeParameters from nncf.quantization.fake_quantize import calculate_quantizer_parameters +from nncf.tensor import functions as fns from tests.post_training.conftest import FQ_CALCULATED_PARAMETERS_PATH from tests.shared.helpers import dump_to_json from tests.shared.helpers import load_json diff --git a/tests/post_training/test_templates/test_layerwise.py b/tests/post_training/test_templates/test_layerwise.py index 47e943ed5a9..ea6227f6f2b 100644 --- a/tests/post_training/test_templates/test_layerwise.py +++ b/tests/post_training/test_templates/test_layerwise.py @@ -14,8 +14,8 @@ from nncf.common.factory import NNCFGraphFactory from nncf.common.factory import StatisticsAggregatorFactory -from nncf.experimental.tensor import functions as fns from nncf.quantization.algorithms.layerwise.engine import LayerwiseEngine +from nncf.tensor import functions as fns from tests.post_training.test_templates.helpers import ConvTestModel from tests.post_training.test_templates.helpers import get_static_dataset diff --git a/tests/post_training/test_templates/test_ptq_params.py b/tests/post_training/test_templates/test_ptq_params.py index 941e8a9deeb..c6b1ce135f0 100644 --- a/tests/post_training/test_templates/test_ptq_params.py +++ b/tests/post_training/test_templates/test_ptq_params.py @@ -32,13 +32,13 @@ from nncf.experimental.common.tensor_statistics.collectors import MinAggregator from nncf.experimental.common.tensor_statistics.collectors import TensorCollector from nncf.experimental.common.tensor_statistics.statistics import MinMaxTensorStatistic -from nncf.experimental.tensor.tensor import Tensor from nncf.parameters import ModelType from nncf.quantization.advanced_parameters import OverflowFix from nncf.quantization.algorithms.min_max.algorithm import MinMaxQuantization from nncf.quantization.passes import transform_to_inference_graph from nncf.quantization.range_estimator import RangeEstimatorParametersSet from nncf.scopes import IgnoredScope +from nncf.tensor import Tensor from tests.common.quantization.metatypes import CatTestMetatype from tests.common.quantization.metatypes import Conv2dTestMetatype from tests.common.quantization.metatypes import IdentityTestMetatype diff --git a/tests/post_training/test_tune_range.py b/tests/post_training/test_tune_range.py index db119b20d05..92fe5351298 100644 --- a/tests/post_training/test_tune_range.py +++ b/tests/post_training/test_tune_range.py @@ -12,8 +12,8 @@ import numpy as np -from nncf.experimental.tensor import Tensor from nncf.quantization.fake_quantize import tune_range +from nncf.tensor import Tensor def test_tune_range_zero_division_warning(): diff --git a/tests/shared/test_templates/template_test_nncf_tensor.py b/tests/shared/test_templates/template_test_nncf_tensor.py index a053b19840d..8a514b679a1 100644 --- a/tests/shared/test_templates/template_test_nncf_tensor.py +++ b/tests/shared/test_templates/template_test_nncf_tensor.py @@ -17,12 +17,12 @@ import numpy as np import pytest +import nncf.tensor.functions as fns from nncf.experimental.common.tensor_statistics import statistical_functions as s_fns -from nncf.experimental.tensor import Tensor -from nncf.experimental.tensor import TensorDataType -from nncf.experimental.tensor import TensorDeviceType -from nncf.experimental.tensor import functions as fns -from nncf.experimental.tensor.definitions import TensorBackend +from nncf.tensor import Tensor +from nncf.tensor import TensorDataType +from nncf.tensor import TensorDeviceType +from nncf.tensor.definitions import TensorBackend TModel = TypeVar("TModel") TTensor = TypeVar("TTensor") diff --git a/tests/torch/ptq/test_calculation_quantizer_params.py b/tests/torch/ptq/test_calculation_quantizer_params.py index 929b52bcd17..06c0ad1b64c 100644 --- a/tests/torch/ptq/test_calculation_quantizer_params.py +++ b/tests/torch/ptq/test_calculation_quantizer_params.py @@ -25,13 +25,13 @@ from nncf.common.quantization.structs import QuantizerConfig from nncf.common.quantization.structs import QuantizerGroup from nncf.experimental.common.tensor_statistics.statistics import MinMaxTensorStatistic -from nncf.experimental.tensor import Tensor -from nncf.experimental.tensor import functions as fn from nncf.quantization.algorithms.min_max.algorithm import MinMaxQuantization from nncf.quantization.algorithms.min_max.torch_backend import PTMinMaxAlgoBackend from nncf.quantization.fake_quantize import FakeQuantizeParameters from nncf.quantization.fake_quantize import calculate_quantizer_parameters from nncf.quantization.fake_quantize import get_quantizer_narrow_range +from nncf.tensor import Tensor +from nncf.tensor import functions as fns from nncf.torch.model_creation import wrap_model from nncf.torch.statistics.aggregator import PTStatisticsAggregator from tests.post_training.test_templates.test_calculate_quantizer_parameters import TemplateTestFQParams @@ -210,8 +210,8 @@ def test_quantizer_params_asym(case_to_test: CaseSymParams): ) quantizer = PTMinMaxAlgoBackend._create_quantizer(qconfig, scale_shape, fq_params, target_type) assert quantizer.levels == fq_params.levels - assert fn.allclose(quantizer.input_low.data, case_to_test.ref_inp_low) - assert fn.allclose(quantizer.input_range.data, case_to_test.ref_inp_range) + assert fns.allclose(quantizer.input_low.data, case_to_test.ref_inp_low) + assert fns.allclose(quantizer.input_range.data, case_to_test.ref_inp_range) class LinearTestModel(nn.Module): @@ -342,8 +342,8 @@ def test_quantizer_parameters_export(tmp_path: Path, _seed): for name, param in fq_params.items(): assert name in torch_ptq_params - assert fn.allclose(param["input_low"], torch_ptq_params[name]["input_low"]) - assert fn.allclose(param["input_high"], torch_ptq_params[name]["input_high"]) + assert fns.allclose(param["input_low"], torch_ptq_params[name]["input_low"]) + assert fns.allclose(param["input_high"], torch_ptq_params[name]["input_high"]) class TestFQParams(TemplateTestFQParams): diff --git a/tests/torch/ptq/test_reducers_and_aggregators.py b/tests/torch/ptq/test_reducers_and_aggregators.py index 326edeb0606..c657b222802 100644 --- a/tests/torch/ptq/test_reducers_and_aggregators.py +++ b/tests/torch/ptq/test_reducers_and_aggregators.py @@ -19,8 +19,8 @@ import nncf from nncf.common.graph.layer_attributes import Dtype from nncf.experimental.common.tensor_statistics.collectors import TensorCollector -from nncf.experimental.tensor import Tensor -from nncf.experimental.tensor import functions as fns +from nncf.tensor import Tensor +from nncf.tensor import functions as fns from nncf.torch.tensor_statistics.algo import create_register_input_hook from nncf.torch.tensor_statistics.collectors import PTAbsMaxReducer from nncf.torch.tensor_statistics.collectors import PTAbsQuantileReducer diff --git a/tests/torch/ptq/test_statistic_collector.py b/tests/torch/ptq/test_statistic_collector.py index 963ace9ceb0..50930a289ec 100644 --- a/tests/torch/ptq/test_statistic_collector.py +++ b/tests/torch/ptq/test_statistic_collector.py @@ -13,7 +13,7 @@ import numpy as np import torch -from nncf.experimental.tensor import Tensor +from nncf.tensor import Tensor from tests.common.experimental.test_statistic_collector import TemplateTestStatisticCollector diff --git a/tests/torch/quantization/test_range_init.py b/tests/torch/quantization/test_range_init.py index f82f5714ffc..924230cebd9 100644 --- a/tests/torch/quantization/test_range_init.py +++ b/tests/torch/quantization/test_range_init.py @@ -36,7 +36,7 @@ from nncf.common.quantization.structs import QuantizerGroup from nncf.config import NNCFConfig from nncf.config.structures import QuantizationRangeInitArgs -from nncf.experimental.tensor import Tensor +from nncf.tensor import Tensor from nncf.torch import utils from nncf.torch.checkpoint_loading import load_state from nncf.torch.initialization import DefaultInitializingDataLoader diff --git a/tests/torch/tensor_statistics/test_tensor_statistics.py b/tests/torch/tensor_statistics/test_tensor_statistics.py index 1fbe6787d5e..5084056d251 100644 --- a/tests/torch/tensor_statistics/test_tensor_statistics.py +++ b/tests/torch/tensor_statistics/test_tensor_statistics.py @@ -21,8 +21,8 @@ from nncf.experimental.common.tensor_statistics.statistics import MedianMADTensorStatistic from nncf.experimental.common.tensor_statistics.statistics import MinMaxTensorStatistic from nncf.experimental.common.tensor_statistics.statistics import PercentileTensorStatistic -from nncf.experimental.tensor import Tensor -from nncf.experimental.tensor import functions as fns +from nncf.tensor import Tensor +from nncf.tensor import functions as fns from nncf.torch.tensor_statistics.collectors import get_mean_percentile_statistic_collector from nncf.torch.tensor_statistics.collectors import get_median_mad_statistic_collector from nncf.torch.tensor_statistics.collectors import get_min_max_statistic_collector diff --git a/tests/torch/test_tensor.py b/tests/torch/test_tensor.py index e34bea2007f..c473228559b 100644 --- a/tests/torch/test_tensor.py +++ b/tests/torch/test_tensor.py @@ -11,10 +11,10 @@ import pytest import torch -from nncf.experimental.tensor import Tensor -from nncf.experimental.tensor import TensorDataType -from nncf.experimental.tensor.definitions import TensorBackend -from nncf.experimental.tensor.definitions import TensorDeviceType +from nncf.tensor import Tensor +from nncf.tensor import TensorDataType +from nncf.tensor.definitions import TensorBackend +from nncf.tensor.definitions import TensorDeviceType from tests.shared.test_templates.template_test_nncf_tensor import TemplateTestNNCFTensorOperators From a4971f159ccd0fa8b7c4645acf482a8219590691 Mon Sep 17 00:00:00 2001 From: Liubov Talamanova Date: Tue, 25 Jun 2024 08:32:52 +0100 Subject: [PATCH 06/30] Fix do_dequantization func (#2757) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit ### Changes Speed ​​up `decompressed_weight` calculations in the `do_dequantization` function ### Reason for changes ### Related tickets ### Tests --- .../algorithms/weight_compression/weight_lowering.py | 6 ++---- 1 file changed, 2 insertions(+), 4 deletions(-) diff --git a/nncf/quantization/algorithms/weight_compression/weight_lowering.py b/nncf/quantization/algorithms/weight_compression/weight_lowering.py index 8010271417d..84421bda9e8 100644 --- a/nncf/quantization/algorithms/weight_compression/weight_lowering.py +++ b/nncf/quantization/algorithms/weight_compression/weight_lowering.py @@ -397,10 +397,8 @@ def do_dequantization( :param reduction_axis: axis for return back for group compression. :return: dequantized/decompressed weights. """ - decompressed_weight = compressed_weights.astype(dtype=scale.dtype) - if zero_point is not None: - decompressed_weight -= zero_point - decompressed_weight *= scale + decompressed_weight = compressed_weights - zero_point if zero_point is not None else compressed_weights + decompressed_weight = decompressed_weight.astype(scale.dtype) * scale if reduction_axis > -1: shape = list(decompressed_weight.shape) # [a1, r, a2] - "r" refers to number of channels along reduction axis From 28719935e334e3869b93a1e6bc5e2d77c13f53c2 Mon Sep 17 00:00:00 2001 From: Aleksei Kashapov Date: Tue, 25 Jun 2024 12:10:26 +0200 Subject: [PATCH 07/30] Fix default value for ignored scope in calibrate.py (#2759) ### Changes Change None to [] ### Reason for changes Incorrect API usage ### Related tickets 144809 ### Tests Manually tested on failed scenario --- tests/openvino/tools/calibrate.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tests/openvino/tools/calibrate.py b/tests/openvino/tools/calibrate.py index 095d7a3439a..bca283bf576 100644 --- a/tests/openvino/tools/calibrate.py +++ b/tests/openvino/tools/calibrate.py @@ -349,7 +349,7 @@ def map_ignored_scope(ignored): if op.get("attributes") is not None: raise ValueError('"attributes" in the ignored operations ' "are not supported") ignored_operations.append(op["type"]) - return {"ignored_scope": IgnoredScope(names=ignored.get("scope"), types=ignored_operations)} + return {"ignored_scope": IgnoredScope(names=ignored.get("scope", []), types=ignored_operations)} def map_preset(preset): From 4924b7ef44553ded77225e459e5bad8c6ba19fa4 Mon Sep 17 00:00:00 2001 From: Alexander Dokuchaev Date: Tue, 25 Jun 2024 14:11:58 +0300 Subject: [PATCH 08/30] [PT] Support scaled_dot_product_attention (#2761) ### Changes Add PTScaledDotProductAttentionMetatype ### Related tickets 130925 --- .../algorithms/min_max/torch_backend.py | 2 +- nncf/torch/graph/operator_metatypes.py | 10 +++++++ tests/post_training/test_templates/helpers.py | 8 ++++++ .../scaled_dot_product_attention_model.dot | 15 +++++++++++ tests/torch/ptq/test_graphs.py | 26 ++++++++++++++----- 5 files changed, 53 insertions(+), 8 deletions(-) create mode 100644 tests/torch/data/reference_graphs/quantized/ptq/symmetric/scaled_dot_product_attention_model.dot diff --git a/nncf/quantization/algorithms/min_max/torch_backend.py b/nncf/quantization/algorithms/min_max/torch_backend.py index a92b25669ab..e372b32d640 100644 --- a/nncf/quantization/algorithms/min_max/torch_backend.py +++ b/nncf/quantization/algorithms/min_max/torch_backend.py @@ -105,7 +105,7 @@ def group_conv_metatypes(self) -> List[OperatorMetatype]: @property def scaled_dot_product_attention_metatypes(self) -> List[OperatorMetatype]: - return [] + return [om.PTScaledDotProductAttentionMetatype] @property def scales_unification_map(self) -> Dict[OperatorMetatype, OperatorMetatype]: diff --git a/nncf/torch/graph/operator_metatypes.py b/nncf/torch/graph/operator_metatypes.py index db09f1edab5..0e0bca6e770 100644 --- a/nncf/torch/graph/operator_metatypes.py +++ b/nncf/torch/graph/operator_metatypes.py @@ -1065,6 +1065,16 @@ class PTReduceL2(PTOperatorMetatype): num_expected_input_edges = 1 +@PT_OPERATOR_METATYPES.register() +class PTScaledDotProductAttentionMetatype(PTOperatorMetatype): + name = "ScaledDotProductAttentionOp" + module_to_function_names = { + NamespaceTarget.TORCH_NN_FUNCTIONAL: ["scaled_dot_product_attention"], + } + hw_config_names = [HWConfigOpName.SCALED_DOT_PRODUCT_ATTENTION] + target_input_ports = [0, 1] + + def get_operator_metatypes() -> List[Type[OperatorMetatype]]: """ Returns a list of the operator metatypes. diff --git a/tests/post_training/test_templates/helpers.py b/tests/post_training/test_templates/helpers.py index 054a15a00b2..da969214914 100644 --- a/tests/post_training/test_templates/helpers.py +++ b/tests/post_training/test_templates/helpers.py @@ -424,3 +424,11 @@ def forward(self, x): x = self.conv(x) x = self.linear(x) return x + + +class ScaledDotProductAttentionModel(nn.Module): + def __init__(self): + super().__init__() + + def forward(self, query, key, value): + return nn.functional.scaled_dot_product_attention(query, key, value) diff --git a/tests/torch/data/reference_graphs/quantized/ptq/symmetric/scaled_dot_product_attention_model.dot b/tests/torch/data/reference_graphs/quantized/ptq/symmetric/scaled_dot_product_attention_model.dot new file mode 100644 index 00000000000..63ac9291dcf --- /dev/null +++ b/tests/torch/data/reference_graphs/quantized/ptq/symmetric/scaled_dot_product_attention_model.dot @@ -0,0 +1,15 @@ +strict digraph { +"0 /nncf_model_input_0" [id=0, type=nncf_model_input]; +"1 SymmetricQuantizer/symmetric_quantize_0" [id=1, type=symmetric_quantize]; +"2 /nncf_model_input_1" [id=2, type=nncf_model_input]; +"3 SymmetricQuantizer/symmetric_quantize_1" [id=3, type=symmetric_quantize]; +"4 /nncf_model_input_2" [id=4, type=nncf_model_input]; +"5 ScaledDotProductAttentionModel/scaled_dot_product_attention_0" [id=5, type=scaled_dot_product_attention]; +"6 /nncf_model_output_0" [id=6, type=nncf_model_output]; +"0 /nncf_model_input_0" -> "1 SymmetricQuantizer/symmetric_quantize_0"; +"1 SymmetricQuantizer/symmetric_quantize_0" -> "5 ScaledDotProductAttentionModel/scaled_dot_product_attention_0"; +"2 /nncf_model_input_1" -> "3 SymmetricQuantizer/symmetric_quantize_1"; +"3 SymmetricQuantizer/symmetric_quantize_1" -> "5 ScaledDotProductAttentionModel/scaled_dot_product_attention_0"; +"4 /nncf_model_input_2" -> "5 ScaledDotProductAttentionModel/scaled_dot_product_attention_0"; +"5 ScaledDotProductAttentionModel/scaled_dot_product_attention_0" -> "6 /nncf_model_output_0"; +} diff --git a/tests/torch/ptq/test_graphs.py b/tests/torch/ptq/test_graphs.py index 93281435104..aa427735b53 100644 --- a/tests/torch/ptq/test_graphs.py +++ b/tests/torch/ptq/test_graphs.py @@ -15,6 +15,7 @@ import pytest import torch +from nncf import Dataset from nncf.parameters import TargetDevice from nncf.quantization.advanced_parameters import AdvancedQuantizationParameters from nncf.quantization.algorithms.post_training.algorithm import PostTrainingQuantization @@ -22,7 +23,7 @@ from nncf.torch.layers import NNCF_RNN from nncf.torch.layers import LSTMCellNNCF from tests.post_training.test_templates.helpers import EmbeddingModel -from tests.post_training.test_templates.helpers import get_static_dataset +from tests.post_training.test_templates.helpers import ScaledDotProductAttentionModel from tests.torch import test_models from tests.torch.quantization.test_algo_quantization import SharedLayersModel from tests.torch.test_compressed_graph import ModelDesc @@ -49,6 +50,14 @@ def get_model_name(description): TEST_MODELS_DESC = [ (ModelDesc("embedding_model", EmbeddingModel, [1, 10]), {}), + ( + ModelDesc( + "scaled_dot_product_attention_model", + ScaledDotProductAttentionModel, + {"query": [1, 8, 16], "key": [1, 8, 16], "value": [1, 8, 16]}, + ), + {}, + ), (ModelDesc("shared_model", SharedLayersModel, [1, 1, 5, 6]), {}), (ModelDesc("alexnet", test_models.AlexNet, [1, 3, 32, 32]), {}), (ModelDesc("lenet", test_models.LeNet, [1, 3, 32, 32]), {}), @@ -96,18 +105,21 @@ def get_model_name(description): def test_min_max_classification_quantized_graphs(desc: ModelDesc, quantization_parameters, graph_dir, mocker): model = desc.model_builder() - nncf_network = wrap_model(model, torch.ones(desc.input_sample_sizes), trace_parameters=True) + if isinstance(desc.input_sample_sizes, dict): + example_input = {} + for name, size in desc.input_sample_sizes.items(): + example_input[name] = torch.ones(size) + else: + example_input = torch.ones(desc.input_sample_sizes) + + nncf_network = wrap_model(model, example_input, trace_parameters=True) quantization_parameters["advanced_parameters"] = AdvancedQuantizationParameters(disable_bias_correction=True) quantization_parameters["subset_size"] = 1 quantization_algorithm = PostTrainingQuantization(**quantization_parameters) - def transform_fn(input_) -> torch.Tensor: - return torch.tensor(input_[0]) - quantized_model = quantization_algorithm.apply( nncf_network, nncf_network.nncf.get_graph(), - dataset=get_static_dataset(desc.input_sample_sizes, transform_fn, None), + dataset=Dataset([example_input]), ) - check_graph(quantized_model.nncf.get_graph(), desc.dot_filename(), graph_dir) From 81e9e32632f6be1e2d6a7f958330e1646baada88 Mon Sep 17 00:00:00 2001 From: Alexander Dokuchaev Date: Tue, 25 Jun 2024 18:06:48 +0300 Subject: [PATCH 09/30] [CI] Add paths-ignore like in pre-commit (#2762) ### Changes Add `paths-ignore` to post post_pr_merge.yml, like in pre-commit ### Reason for changes Failed job for pull request that not run pre-commit and not generate coverage reports. --- .github/workflows/post_pr_merge.yml | 3 +++ 1 file changed, 3 insertions(+) diff --git a/.github/workflows/post_pr_merge.yml b/.github/workflows/post_pr_merge.yml index ea29e72d6f2..9b34f92c46f 100644 --- a/.github/workflows/post_pr_merge.yml +++ b/.github/workflows/post_pr_merge.yml @@ -16,6 +16,9 @@ on: - develop types: - closed + paths-ignore: + - '**/*.md' + - 'docs/**/*' jobs: upload-coverage-common: From 2ba43bd62aa8252e65c644bf2ab1bfbfec2c10f0 Mon Sep 17 00:00:00 2001 From: andreyanufr Date: Fri, 28 Jun 2024 07:24:29 +0200 Subject: [PATCH 10/30] E2M1 compression. (#2745) ### Changes Support e2m1 as type for weight compression. ### Reason for changes e2m1 compression. ### Related tickets CVS-140944 --- nncf/parameters.py | 2 + .../weight_compression/algorithm.py | 15 +++++-- .../algorithms/weight_compression/config.py | 6 +++ .../weight_compression/mixed_precision.py | 3 +- .../weight_compression/openvino_backend.py | 2 + .../weight_compression/weight_lowering.py | 44 ++++++++++++++----- nncf/quantization/quantize_model.py | 9 ++-- .../quantization/test_weights_compression.py | 42 ++++++++++++++++++ 8 files changed, 105 insertions(+), 18 deletions(-) diff --git a/nncf/parameters.py b/nncf/parameters.py index 00cf487b9d4..d4d43ea7d87 100644 --- a/nncf/parameters.py +++ b/nncf/parameters.py @@ -84,6 +84,7 @@ class CompressWeightsMode(StrEnum): https://github.com/openvinotoolkit/nncf/blob/develop/docs/usage/training_time_compression/other_algorithms/LegacyQuantization.md#asymmetric-quantization :param NF4: The the same as INT4_SYM mode, but primary precision is NF4 data type without zero point. :param INT8: Mode is deprecated and will be removed in future releases. Please use `INT8_ASYM` instead. + :param E2M1: FP4 format from "OCP Microscaling Formats (MX) Specification" Version 1.0. """ INT8_SYM = "int8_sym" @@ -92,6 +93,7 @@ class CompressWeightsMode(StrEnum): INT4_ASYM = "int4_asym" NF4 = "nf4" INT8 = "int8" # Deprecated mode + E2M1 = "e2m1" @api(canonical_alias="nncf.SensitivityMetric") diff --git a/nncf/quantization/algorithms/weight_compression/algorithm.py b/nncf/quantization/algorithms/weight_compression/algorithm.py index cd495865bb6..ec3bfdce893 100644 --- a/nncf/quantization/algorithms/weight_compression/algorithm.py +++ b/nncf/quantization/algorithms/weight_compression/algorithm.py @@ -50,7 +50,7 @@ class WeightCompression(Algorithm): Post-training Weight Compression algorithm implementation. Compresses weights of Linear and Embedding layers to 8-bit integer or - to nf4 depending on mode, ratio and group size. + to 4-bit integer/float depending on mode, ratio and group size. """ def __init__( @@ -81,6 +81,7 @@ def __init__( INT4_ASYM is the same as INT4_SYM mode, but weights are quantized to a primary precision asymmetrically with a typical non-fixed zero point. NF4 is the same as INT4_SYM mode, but primary precision is NF4 data type without zero point. + E2M1 is the same as INT4_SYM mode, but primary precision is E2M1 data type without zero point. :param ratio: the ratio between primary and backup precisions (e.g. 0.9 means 90% of layers quantized to NF4 and the rest to INT8_ASYM). :param group_size: number of weights (e.g. 128) in the channel dimension @@ -351,7 +352,11 @@ def apply( self._set_weight_compression_config(ratio_defining_params, model, graph, activations) nncf_logger.info(self._get_bitwidth_distribution_str(all_weight_params, ratio_defining_params)) - if self._awq and activations is not None and self._mode != CompressWeightsMode.NF4: + if ( + self._awq + and activations is not None + and self._mode not in [CompressWeightsMode.NF4, CompressWeightsMode.E2M1] + ): awq_params = self._advanced_parameters.awq_params awq_algo = AWQ( model, @@ -369,7 +374,11 @@ def apply( scales = {} zero_points = {} - if self._scale_estimation and activations is not None and self._mode != CompressWeightsMode.NF4: + if ( + self._scale_estimation + and activations is not None + and self._mode not in [CompressWeightsMode.NF4, CompressWeightsMode.E2M1] + ): scale_estimation_params = self._advanced_parameters.scale_estimation_params scale_algo = ScaleEstimation( model, diff --git a/nncf/quantization/algorithms/weight_compression/config.py b/nncf/quantization/algorithms/weight_compression/config.py index 61d976a71e5..3e1a460b012 100644 --- a/nncf/quantization/algorithms/weight_compression/config.py +++ b/nncf/quantization/algorithms/weight_compression/config.py @@ -39,6 +39,12 @@ def num_bits(self): """ return 8 if self.mode in [CompressWeightsMode.INT8_SYM, CompressWeightsMode.INT8_ASYM] else 4 + def is_integer(self): + """ + :return: True if compression type in integer, else False. + """ + return self.mode not in [CompressWeightsMode.NF4, CompressWeightsMode.E2M1] + @dataclass class WeightCompressionParameters: diff --git a/nncf/quantization/algorithms/weight_compression/mixed_precision.py b/nncf/quantization/algorithms/weight_compression/mixed_precision.py index f8c05030193..1f211886529 100644 --- a/nncf/quantization/algorithms/weight_compression/mixed_precision.py +++ b/nncf/quantization/algorithms/weight_compression/mixed_precision.py @@ -33,7 +33,8 @@ class MixedPrecisionCriterion: """ - Assigns mixed quantization scheme (e.g. uniform int8 or non-uniform nf4) for weights based on some criteria. + Assigns mixed quantization scheme (e.g. uniform int8 or uniform int4/non-uniform fp4) + for weights based on some criteria. """ def __init__( diff --git a/nncf/quantization/algorithms/weight_compression/openvino_backend.py b/nncf/quantization/algorithms/weight_compression/openvino_backend.py index d34b5cb5548..c5708daef51 100644 --- a/nncf/quantization/algorithms/weight_compression/openvino_backend.py +++ b/nncf/quantization/algorithms/weight_compression/openvino_backend.py @@ -138,6 +138,8 @@ def transform_model( compression_config = wc_params.compression_config if compression_config.mode == CompressWeightsMode.NF4: compression_dtype = ov.Type.nf4 + elif compression_config.mode == CompressWeightsMode.E2M1: + compression_dtype = ov.Type.f4e2m1 elif compression_config.mode == CompressWeightsMode.INT4_SYM: compression_dtype = ov.Type.i4 elif compression_config.mode == CompressWeightsMode.INT4_ASYM: diff --git a/nncf/quantization/algorithms/weight_compression/weight_lowering.py b/nncf/quantization/algorithms/weight_compression/weight_lowering.py index 84421bda9e8..953eabf36d2 100644 --- a/nncf/quantization/algorithms/weight_compression/weight_lowering.py +++ b/nncf/quantization/algorithms/weight_compression/weight_lowering.py @@ -135,6 +135,21 @@ def calculate_nf4_scale(weight: Tensor, reduction_axes: ReductionAxes) -> Tensor return scale +def calculate_e2m1_scale(weight: Tensor, reduction_axes: ReductionAxes, max_val=6.0) -> Tensor: + """ + Calculates the scale for e2m1 quantization. + + :param weight: Weight array to compress. + :param reduction_axes: Axes along which to reduce (collect) different statistics (e.g., min, max). + :param max_val: Maximal value of e2m1 type. + :param to_e8m0: Defines convert scale to e8m0 or not. + :return: Scale tensor of float32 type for e2m1 quantization. + """ + scale = calculate_nf4_scale(weight, reduction_axes) / max_val + + return scale + + def calculate_normalized_weight(weight: Tensor, scale: Tensor) -> Tensor: """ Normalizes the weight tensor using the provided scale. @@ -181,11 +196,15 @@ def decompress_nf4_weight(weight: Tensor, scale: Tensor) -> Tensor: return weight * scale -def calculate_normalized_weight_and_nf4_scale( - weight: Tensor, reduction_axes: ReductionAxes, group_size: int = -1, precomputed_scale: Tensor = None +def calculate_normalized_weight_and_fp4_scale( + weight: Tensor, + reduction_axes: ReductionAxes, + group_size: int = -1, + precomputed_scale: Tensor = None, + mode: CompressWeightsMode = CompressWeightsMode.NF4, ) -> Tuple[Tensor, Tensor]: """ - Calculates scale for nf4 quantization and normalizes weights by the scale. + Calculates scale for fp4 (nf4, e2m1) quantization and normalizes weights by the scale. Weights are reshaped in case of positive value of group size. :param weight: Weight array to compress. @@ -195,6 +214,7 @@ def calculate_normalized_weight_and_nf4_scale( :param precomputed_scale: Precomputed scale. :return: Normalized weight tensor of float32 type and nf4 scale tensor of float32 type. """ + assert mode in [CompressWeightsMode.NF4, CompressWeightsMode.E2M1] if weight.dtype != TensorDataType.float32: weight = weight.astype(TensorDataType.float32) @@ -202,7 +222,10 @@ def calculate_normalized_weight_and_nf4_scale( # weights are reshaped: [a1, r, a2] -> [a1, r//gs, gs, a2] weight, reduction_axes = reshape_weight_for_grouped_quantization(weight, reduction_axes, group_size) - scale = calculate_nf4_scale(weight, reduction_axes) if precomputed_scale is None else precomputed_scale + if mode == CompressWeightsMode.NF4: + scale = calculate_nf4_scale(weight, reduction_axes) if precomputed_scale is None else precomputed_scale + if mode == CompressWeightsMode.E2M1: + scale = calculate_e2m1_scale(weight, reduction_axes) if precomputed_scale is None else precomputed_scale norm_weight = calculate_normalized_weight(weight, scale) return norm_weight, scale @@ -219,7 +242,7 @@ def calculate_integer_quantization_params( :return: Scale and zero point tensors. """ mode = config.mode - assert mode != CompressWeightsMode.NF4, "The function supports integer quantization only" + assert config.is_integer(), "The function supports integer quantization only" num_bits = config.num_bits if weight.dtype != TensorDataType.float32: @@ -293,7 +316,7 @@ def do_integer_quantization( quantization to [0, 15] range. INT4_SYM mode refers to signed int4 symmetric weight compression without zero point - quantization to [-8, 7] range. - NF4 mode requires a dedicated procedure and it is not supported in this method. + NF4 or E2M1 mode requires a dedicated procedure and it is not supported in this method. One of the parameter of compression config is a group size. Quantization is per-channel, if group size equals to -1, otherwise it's per-group, i.e. group size number of weights in the channel dimension share quantization parameters (scales). @@ -306,8 +329,7 @@ def do_integer_quantization( :return: The compressed weights tensor of uint8 (asymmetric mode) or int8 (symmetric mode) type, scale tensor of float32 type and zero point tensor of int32 type that was used for its quantization. """ - mode = config.mode - assert mode != CompressWeightsMode.NF4, "The function supports integer quantization only" + assert config.is_integer(), "The function supports integer quantization only" group_size = config.group_size if weight.dtype != TensorDataType.float32: @@ -372,9 +394,9 @@ def compress_weight( :param precomputed_zero_point: Precomputed zero point. :return: The compressed weight and decompression parameters as instance of CompressedWeight """ - if config.mode == CompressWeightsMode.NF4: - compressed_weight, scale = calculate_normalized_weight_and_nf4_scale( - weight, reduction_axes, config.group_size, precomputed_scale + if not config.is_integer(): + compressed_weight, scale = calculate_normalized_weight_and_fp4_scale( + weight, reduction_axes, config.group_size, precomputed_scale, config.mode ) return CompressedWeight(compressed_weight, scale) compressed_weight, scale, zero_point = do_integer_quantization( diff --git a/nncf/quantization/quantize_model.py b/nncf/quantization/quantize_model.py index 5632bedf5b6..a395233a0fb 100644 --- a/nncf/quantization/quantize_model.py +++ b/nncf/quantization/quantize_model.py @@ -378,6 +378,7 @@ def compress_weights( INT4_ASYM is the same as INT4_SYM mode, but weights are quantized to a primary precision asymmetrically with a typical non-fixed zero point. NF4 is the same as INT4_SYM mode, but primary precision is NF4 data type without zero point. + E2M1 is the same as INT4_SYM mode, but primary precision is E2M1 data type without zero point. :type mode: nncf.CompressWeightsMode :param ratio: the ratio between baseline and backup precisions (e.g. 0.9 means 90% of layers quantized to NF4 and the rest to INT8_ASYM). @@ -455,12 +456,14 @@ def compress_weights( if backend == BackendType.OPENVINO: from nncf.openvino.quantization.quantize_model import compress_weights_impl as ov_compress_weights_impl - if any((awq, scale_estimation)) and (dataset is None or mode == CompressWeightsMode.NF4 or group_size == -1): + if any((awq, scale_estimation)) and ( + dataset is None or mode in [CompressWeightsMode.NF4, CompressWeightsMode.E2M1] or group_size == -1 + ): raise AttributeError( "Scale estimation or AWQ algorithm defined, but dataset is None or mode is NF4 or group_size < 0." ) - if gptq and (dataset is None or group_size == -1): - raise AttributeError("GPTQ algorithm defined, but dataset is None or group_size < 0.") + if gptq and (dataset is None or group_size == -1 or mode == CompressWeightsMode.E2M1): + raise AttributeError("GPTQ algorithm defined, but dataset is None or group_size < 0 or mode is E2M1.") if gptq and scale_estimation: raise AttributeError( diff --git a/tests/openvino/native/quantization/test_weights_compression.py b/tests/openvino/native/quantization/test_weights_compression.py index 1621bcb24be..a7dcfff9c4d 100644 --- a/tests/openvino/native/quantization/test_weights_compression.py +++ b/tests/openvino/native/quantization/test_weights_compression.py @@ -864,3 +864,45 @@ def test_call_gptq(mode): dataset = Dataset([np.ones([8, 8])]) compress_weights(model, mode=mode, ratio=1.0, group_size=2, dataset=dataset, gptq=True) + + +# TODO(andreyanufr) Waiting for the e2m1 in OV release +@pytest.mark.xfail +@pytest.mark.parametrize( + ("mode", "all_layers", "ratio", "ref_ids"), + ( + (SensitivityMetric.WEIGHT_QUANTIZATION_ERROR, True, 1, [0, 1, 2, 3, 4]), + (SensitivityMetric.WEIGHT_QUANTIZATION_ERROR, True, 0.8, [0, 3, 4]), + (SensitivityMetric.WEIGHT_QUANTIZATION_ERROR, True, 0.4, [0]), + (SensitivityMetric.WEIGHT_QUANTIZATION_ERROR, True, 0.2, []), + (SensitivityMetric.WEIGHT_QUANTIZATION_ERROR, False, 1, [0, 1, 2, 3]), + (SensitivityMetric.WEIGHT_QUANTIZATION_ERROR, False, 0.8, [0, 1, 3]), + (SensitivityMetric.WEIGHT_QUANTIZATION_ERROR, False, 0.4, [0]), + (SensitivityMetric.WEIGHT_QUANTIZATION_ERROR, False, 0.2, []), + (SensitivityMetric.HESSIAN_INPUT_ACTIVATION, True, 0.8, [0, 1, 2]), + (SensitivityMetric.HESSIAN_INPUT_ACTIVATION, False, 0.8, [0, 1, 2]), + (SensitivityMetric.MEAN_ACTIVATION_VARIANCE, True, 0.8, [0, 1, 2]), + (SensitivityMetric.MEAN_ACTIVATION_VARIANCE, False, 0.8, [0, 1, 2]), + (SensitivityMetric.MAX_ACTIVATION_VARIANCE, True, 0.8, [0, 1, 2]), + (SensitivityMetric.MAX_ACTIVATION_VARIANCE, False, 0.8, [0, 1, 2]), + (SensitivityMetric.MEAN_ACTIVATION_MAGNITUDE, True, 0.8, [0, 1, 2]), + (SensitivityMetric.MEAN_ACTIVATION_MAGNITUDE, False, 0.8, [0, 1, 2]), + ), +) +def test_mixed_precision_e2m1(mode, all_layers, ratio, ref_ids): + model = SequentialMatmulModel().ov_model + dataset = Dataset([np.ones([3, 3]), np.arange(9).reshape(3, 3)]) + compressed_model = compress_weights( + model, + mode=CompressWeightsMode.E2M1, + ratio=ratio, + group_size=1, + all_layers=all_layers, + sensitivity_metric=mode, + dataset=dataset, + ) + names = { + op.get_friendly_name() for op in compressed_model.get_ordered_ops() if op.get_element_type() == ov.Type.f4e2m1 + } + ref_nf4_nodes = {f"weights_{i}" for i in ref_ids} + assert ref_nf4_nodes == names From beb9c0447a7c86b5aa427cad6744ca0f0dc373ae Mon Sep 17 00:00:00 2001 From: Nikita Malinin Date: Fri, 28 Jun 2024 07:33:59 +0200 Subject: [PATCH 11/30] Update Fast-/BC algorithms (#2747) ### Changes - Updated FastBiasCorrection algorithm to correct work with transposed MatMul layers. - Updated BiasCorrection algorithm to avoid recursion depth error. ### Reason for changes - FastBiasCorrection algorithm adaptation. - BiasCorrection improvement for many correctable layers. ### Related tickets - 144240 --------- Co-authored-by: Aleksei Kashapov --- nncf/onnx/graph/node_utils.py | 63 ++++++---- nncf/openvino/graph/layout.py | 53 +++++--- nncf/openvino/graph/node_utils.py | 27 +++- .../algorithms/bias_correction/algorithm.py | 115 ++++++++++++------ .../fast_bias_correction/algorithm.py | 50 +++++--- .../fast_bias_correction/backend.py | 12 ++ .../fast_bias_correction/onnx_backend.py | 17 ++- .../fast_bias_correction/openvino_backend.py | 14 ++- .../fast_bias_correction/torch_backend.py | 4 + tests/onnx/test_layer_attributes.py | 11 +- tests/onnx/test_node_utils.py | 31 +++-- .../reference_scales/MatMul2DModel_mixed.json | 4 +- .../MatMul2DModel_performance.json | 4 +- tests/openvino/native/models.py | 4 +- .../openvino/native/test_layer_attributes.py | 43 ++++++- 15 files changed, 327 insertions(+), 125 deletions(-) diff --git a/nncf/onnx/graph/node_utils.py b/nncf/onnx/graph/node_utils.py index be9909cb86a..7c4521def39 100644 --- a/nncf/onnx/graph/node_utils.py +++ b/nncf/onnx/graph/node_utils.py @@ -9,7 +9,7 @@ # See the License for the specific language governing permissions and # limitations under the License. -from typing import Dict, List, Optional, Tuple +from typing import Dict, Optional, Tuple import numpy as np import onnx @@ -122,18 +122,6 @@ def is_port_quantized(node: NNCFNode, nncf_graph: NNCFGraph, port_id: int) -> bo return False -def transpose_axis(shape: List[int], axis: int) -> int: - """ - Returns transpose axis. - - :param shape: Tensor shape. - :param axis: Axis before transpose (only positive). - :return: Axis after transpose. - """ - assert axis >= 0 - return range(len(shape) - 1, -1, -1)[axis] # Iterate backward throug axis - - def get_weight_quantization_axis(node: NNCFNode, port_id: int) -> int: """ Returns weight tensor axis, along which quantizer parameters are calculated. @@ -143,21 +131,26 @@ def get_weight_quantization_axis(node: NNCFNode, port_id: int) -> int: :return: Axis, along which quantizer parameters are calculated. """ weight_channel_axis = node.metatype.weight_channel_axis - if node.layer_attributes.has_node_attrs() and node.metatype == om.ONNXGemmMetatype: - weight_shape = node.layer_attributes.weight_attrs[port_id]["shape"] - weight_channel_axis %= len(weight_shape) # Make axis positive - if port_id == 0: - weight_channel_axis -= 1 - if ( - port_id == 0 - and node.layer_attributes.node_attrs["transA"] == 1 - or port_id == 1 - and node.layer_attributes.node_attrs["transB"] == 1 - ): - weight_channel_axis = transpose_axis(weight_shape, weight_channel_axis) + if node.metatype == om.ONNXGemmMetatype: + weight_channel_axis = calculate_gemm_channel_axis(node, port_id) return weight_channel_axis +def get_act_quantization_axis(node: NNCFNode, port_id: int) -> int: + """ + Returns activation tensor axis, along which quantizer parameters are calculated. + + :param node: NNCFNode, with the activation on input port_id. + :param port_id: Input port id on which there is a activation of a node. + :return: Axis, along which quantizer parameters are calculated. + """ + # In case of the ONNX, [N, C, ..] layout applicable for most quantizable layers. + act_channel_axis = 1 + if node.metatype == om.ONNXGemmMetatype: + act_channel_axis = calculate_gemm_channel_axis(node, port_id) + return act_channel_axis + + def _get_activation_tensor_shape( nncf_graph: NNCFGraph, node: NNCFNode, target_point: ONNXTargetPoint ) -> Optional[Tuple[int, ...]]: @@ -209,3 +202,23 @@ def get_quantized_tensor_shape( if target_point.is_weight_target_point(): return node.layer_attributes.weight_attrs[target_point.port_id]["shape"] return _get_activation_tensor_shape(nncf_graph, node, target_point) + + +def calculate_gemm_channel_axis(node: NNCFNode, port_id: int) -> int: + """ + Calculates Gemm channel axis based on the port and node attributes. + + :param node: NNCFNode instance with layer attributes. + :param port_id: Port ID is used to choose correct transpose attribute. + transB in case of port_id is 1, transA for port_id is 0. + :return: Channel axis number. + """ + # Gemm metatype supports only 2D inputs according to the documentation - + # https://onnx.ai/onnx/operators/onnx__Gemm.html + # Usage of the tensor shape is not possible, + # because ONNX allows to contain empty shape even after the shape inference. + gemm_shape = [0, 1] + trans_attr = "transB" if port_id else "transA" + transpose = node.layer_attributes.node_attrs[trans_attr] + channel_axis = -1 - port_id if transpose else -2 + port_id + return gemm_shape.pop(channel_axis) diff --git a/nncf/openvino/graph/layout.py b/nncf/openvino/graph/layout.py index 566ae2a8788..1403cbd679e 100644 --- a/nncf/openvino/graph/layout.py +++ b/nncf/openvino/graph/layout.py @@ -10,7 +10,7 @@ # limitations under the License. from enum import Enum -from typing import List, Tuple +from typing import Tuple from nncf.common.graph.graph import NNCFNode from nncf.openvino.graph.layer_attributes import OVLayerAttributes @@ -46,7 +46,7 @@ class OVLayoutElem(Enum): } -def get_conv_weights_layout_from_node(node: NNCFNode) -> List[OVLayoutElem]: +def get_conv_weights_layout_from_node(node: NNCFNode) -> Tuple[OVLayoutElem]: """ Calculates weights layout for a target convolution node. @@ -60,7 +60,7 @@ def get_conv_weights_layout_from_node(node: NNCFNode) -> List[OVLayoutElem]: ) -def get_linear_weights_layout_from_node(node: NNCFNode) -> List[OVLayoutElem]: +def get_linear_weights_layout_from_node(node: NNCFNode) -> Tuple[OVLayoutElem]: """ Calculates weights layout for a target linear node. @@ -70,14 +70,33 @@ def get_linear_weights_layout_from_node(node: NNCFNode) -> List[OVLayoutElem]: layer_attributes = node.layer_attributes port_id = _get_constant_port_id_from_layer_attributes(layer_attributes) constant_layer_attrs = layer_attributes.constant_attributes[port_id] - return get_linear_weights_layout( - weights_shape=constant_layer_attrs["shape"], + return get_linear_input_layout( + input_shape=constant_layer_attrs["shape"], transpose=constant_layer_attrs["transpose"], port_id=port_id, ) -def get_conv_weights_layout(ov_metatype: OVOpMetatype, weights_shape: Tuple[int, ...]) -> List[OVLayoutElem]: +def get_linear_activations_layout_from_node( + node: NNCFNode, port_id: int, input_shape: Tuple[int] +) -> Tuple[OVLayoutElem]: + """ + Calculates activations layout for a target linear node. + + :param node: Target linear node. + :param port_id: Target input port ID. + :param input_shape: Shape of the input. + :return: Target linear Node weight layout. + """ + act_layer_attrs = node.layer_attributes.input_attributes + return get_linear_input_layout( + input_shape=input_shape, + transpose=act_layer_attrs["transpose"], + port_id=port_id, + ) + + +def get_conv_weights_layout(ov_metatype: OVOpMetatype, weights_shape: Tuple[int, ...]) -> Tuple[OVLayoutElem]: """ Calculates weights layout for a target convolution node. @@ -91,23 +110,23 @@ def get_conv_weights_layout(ov_metatype: OVOpMetatype, weights_shape: Tuple[int, return tuple(weights_layout) -def get_linear_weights_layout(weights_shape: Tuple[int, ...], transpose: bool, port_id: int) -> List[OVLayoutElem]: +def get_linear_input_layout(input_shape: Tuple[int, ...], transpose: bool, port_id: int) -> Tuple[OVLayoutElem]: """ - Calculates weights layout for a target linear node. + Calculates input layout for a target linear node. - :param weights_shape: Shape of the target linear node weight. - :param port_id: Port id of the target liner node weights. - :return: Target linear node weight layout. + :param input_shape: Shape of the target linear node input. + :param port_id: Port id of the target linear node input. + :return: Target linear node input layout. """ - weights_layout = [OVLayoutElem.SPATIAL] * (len(weights_shape) - 2) - if len(weights_shape) > 1: + input_layout = [OVLayoutElem.SPATIAL] * (len(input_shape) - 2) + if len(input_shape) > 1: if (transpose and port_id == 0) or (not transpose and port_id == 1): - weights_layout += [OVLayoutElem.C_IN, OVLayoutElem.C_OUT] + input_layout += [OVLayoutElem.C_IN, OVLayoutElem.C_OUT] else: - weights_layout += [OVLayoutElem.C_OUT, OVLayoutElem.C_IN] + input_layout += [OVLayoutElem.C_OUT, OVLayoutElem.C_IN] else: - weights_layout += [OVLayoutElem.C_IN] - return tuple(weights_layout) + input_layout += [OVLayoutElem.C_IN] + return tuple(input_layout) def _get_constant_port_id_from_layer_attributes(layer_attributes: OVLayerAttributes) -> int: diff --git a/nncf/openvino/graph/node_utils.py b/nncf/openvino/graph/node_utils.py index 1dc32dcc4ec..f653f1f6c89 100644 --- a/nncf/openvino/graph/node_utils.py +++ b/nncf/openvino/graph/node_utils.py @@ -26,7 +26,8 @@ from nncf.openvino.graph.layout import OVLayoutElem from nncf.openvino.graph.layout import get_conv_weights_layout from nncf.openvino.graph.layout import get_conv_weights_layout_from_node -from nncf.openvino.graph.layout import get_linear_weights_layout +from nncf.openvino.graph.layout import get_linear_activations_layout_from_node +from nncf.openvino.graph.layout import get_linear_input_layout from nncf.openvino.graph.layout import get_linear_weights_layout_from_node from nncf.openvino.graph.metatypes.groups import CONV_OPERATIONS from nncf.openvino.graph.metatypes.groups import OPERATIONS_WITH_BIAS @@ -452,8 +453,8 @@ def get_weighted_layer_attributes( return ConvolutionLayerAttributes(**kwargs) if ov_metatype == OVMatMulMetatype: weights_shape = attrs["shape"] - weights_layout = get_linear_weights_layout( - weights_shape=weights_shape, transpose=attrs["transpose"], port_id=port_id + weights_layout = get_linear_input_layout( + input_shape=weights_shape, transpose=attrs["transpose"], port_id=port_id ) kwargs = { @@ -468,3 +469,23 @@ def get_weighted_layer_attributes( } return LinearLayerAttributes(**kwargs) return GenericWeightedLayerAttributes(weight_requires_grad=False, weight_shape=attrs.get("shape", None)) + + +def get_activation_channel_axis(node: NNCFNode, port_id: int, input_shape: Tuple[int]) -> int: + """ + Returns axis number of the activation tensor which correspond to it channel. + + :param node: NNCFNode instance. + :param port_id: Port ID for input. + :param input_shape: Shape of the input. + :return: Channel axis number. + """ + # In case of the OpenVINO, [N, C, ..] layout applicable for most quantizable layers. + channel_axis = 1 + + # But the MatMul layers may transpose inputs internally. + if node.metatype == OVMatMulMetatype: + activations_layout = get_linear_activations_layout_from_node(node, port_id, input_shape) + channel_axis = activations_layout.index(OVLayoutElem.C_OUT) + + return channel_axis diff --git a/nncf/quantization/algorithms/bias_correction/algorithm.py b/nncf/quantization/algorithms/bias_correction/algorithm.py index c5aaadf786a..fe9c4716a38 100644 --- a/nncf/quantization/algorithms/bias_correction/algorithm.py +++ b/nncf/quantization/algorithms/bias_correction/algorithm.py @@ -19,7 +19,6 @@ from nncf.common.factory import ModelTransformerFactory from nncf.common.factory import NNCFGraphFactory from nncf.common.graph import NNCFGraph -from nncf.common.graph import NNCFGraphEdge from nncf.common.graph import NNCFNode from nncf.common.graph.definitions import NNCFGraphNodeType from nncf.common.graph.transformations.commands import TargetType @@ -216,24 +215,28 @@ def _is_node_correctable(self, node: NNCFNode, nncf_graph: NNCFGraph) -> bool: node, nncf_graph ) - def _get_subgraph_data_for_node(self, node: NNCFNode, nncf_graph: NNCFGraph) -> Dict[str, List[str]]: + def _find_subgraph_output_ids(self, nncf_graph: NNCFGraph, main_node: NNCFNode) -> List[Tuple[str, int]]: """ - This method collects necessary data for the specified node and its subgraph. - This data contains the nodes (NNCFNode) for the subgraph building - and statistics collection (for the next step). + The essence of the method is to collect output points for the future subgraph. + It is understood that the main_node is the one for which the correction will be performed. + In the process of traversing the graph from top to bottom, we look for nodes that will be + adjusted in the next step. Output points for these nodes are added to the resulting container. + The mapping with the nodes for which statistics have been collected - self._collected_stat_inputs_map + is also filled in. - :param node: NNCFNode instance. This is the main node with bias that would be corrected (or not). - :param nncf_graph: NNCFGraph instance for graph analysis. - :return: A dict with the list of the nodes for the subgraph input and statistics collection. + :param nncf_graph: NNCFGraph instance. + :param main_node: Correctable NNCFNode. + :return: Collected output ids. """ - statistic_nodes = [] - subgraph_input_ids, subgraph_output_ids = [], [] - - def fill_subgraph_output_ids(edge: NNCFGraphEdge): + visited_nodes = set() + subgraph_output_ids = [] + edges_queue = nncf_graph.get_output_edges(main_node) + while edges_queue: + edge = edges_queue.pop() node = edge.to_node if node in visited_nodes: - return - visited_nodes.append(node) + continue + visited_nodes.add(node) input_id = (node.node_name, edge.input_port_id) output_id = (edge.from_node.node_name, edge.output_port_id) @@ -244,14 +247,46 @@ def fill_subgraph_output_ids(edge: NNCFGraphEdge): if self._is_node_correctable(node, nncf_graph): subgraph_output_ids.append(output_id) self._collected_stat_inputs_map[input_id] = output_id + continue - statistic_nodes.append(edge.from_node) - return + edges_queue.extend(nncf_graph.get_output_edges(node)) + return subgraph_output_ids - for output_edge in nncf_graph.get_output_edges(node): - fill_subgraph_output_ids(output_edge) + def _get_statistic_nodes(self, nncf_graph: NNCFGraph, subgraph_output_ids: List[Tuple[str, int]]) -> List[NNCFNode]: + """ + This method extracts NNCFNode instances from the subgraph_output_ids list. - def fill_subgraph_input_ids(edge: NNCFGraphEdge): + :param nncf_graph: NNCFGraph instance. + :param subgraph_output_ids: Container filled with output ids. + :return: Collected NNCFNodes. + """ + statistic_nodes = [] + for subgraph_output_id in subgraph_output_ids: + node_name, _ = subgraph_output_id + node = nncf_graph.get_node_by_name(node_name) + statistic_nodes.append(node) + return statistic_nodes + + def _find_subgraph_input_ids( + self, nncf_graph: NNCFGraph, main_node: NNCFNode, subgraph_output_ids: List[Tuple[str, int]] + ) -> List[Tuple[str, int]]: + """ + The essence of the method is to collect entry points for the future subgraph. + It is understood that the main_node is the one from the statistic nodes collected before. + In the process of traversing the graph from bottom to top, we look for layers for which statistics were or + will be collected in the previous step and placed into self._collected_stat_inputs_map + (and not into subgraph_output_ids). Entry points for these nodes are added to the resulting container. + + :param nncf_graph: NNCFGraph instance. + :param main_node: Correctable NNCFNode. + :param subgraph_output_ids: Container filled with output ids. + :return: Collected input ids. + """ + visited_nodes = set() + subgraph_input_ids = [] + edges_queue = nncf_graph.get_input_edges(main_node) + while edges_queue: + edge = edges_queue.pop() node = edge.from_node input_id = (edge.to_node.node_name, edge.input_port_id) @@ -261,28 +296,38 @@ def fill_subgraph_input_ids(edge: NNCFGraphEdge): activation_id = self._collected_stat_inputs_map[input_id] if activation_id not in subgraph_output_ids: subgraph_input_ids.append(input_id) - return + continue if node in visited_nodes: - return - visited_nodes.append(node) + continue + visited_nodes.add(node) + edges_queue.extend(nncf_graph.get_input_edges(node)) + return subgraph_input_ids - for input_edge in nncf_graph.get_input_edges(node): - fill_subgraph_input_ids(input_edge) + def _get_subgraph_data_for_node(self, node: NNCFNode, nncf_graph: NNCFGraph) -> Dict[str, List[str]]: + """ + This method collects necessary data for the specified node and its subgraph. + This data contains the nodes (NNCFNode) for the subgraph building + and statistics collection (for the next step). + + :param node: NNCFNode instance. This is the main node with bias that would be corrected (or not). + :param nncf_graph: NNCFGraph instance for graph analysis. + :return: A dict with the list of the nodes for the subgraph input and statistics collection. + """ + subgraph_input_ids = [] # First, we need to find out the nodes with bias that follow by main node. # To collect statistics for next nodes. - visited_nodes = [] - for output_edge in nncf_graph.get_output_edges(node): - fill_subgraph_output_ids(output_edge) + subgraph_output_ids = self._find_subgraph_output_ids(nncf_graph, node) + statistic_nodes = self._get_statistic_nodes(nncf_graph, subgraph_output_ids) # We then need to find nodes for which statistics have already been collected, # to use them as inputs for the subgraph. statistic_nodes = statistic_nodes if statistic_nodes else nncf_graph.get_next_nodes(node) - visited_nodes = [] + for stat_node in statistic_nodes: - for input_edge in nncf_graph.get_input_edges(stat_node): - fill_subgraph_input_ids(input_edge) + stat_node_inputs = self._find_subgraph_input_ids(nncf_graph, stat_node, subgraph_output_ids) + subgraph_input_ids.extend(stat_node_inputs) if not subgraph_output_ids: for edge in nncf_graph.get_output_edges(node): @@ -536,7 +581,7 @@ def get_statistic_points(self, model: TModel, graph: NNCFGraph) -> StatisticPoin for biased_after_input_node in biased_after_input_nodes: # We need to collect activation input to register it for the biased layer as the layer with statistics. - activation_port = self._backend_entity.get_activation_port_id(node, graph) + activation_port = self._backend_entity.get_activation_port_id(biased_after_input_node, graph) edge = graph.get_input_edges(biased_after_input_node)[activation_port] input_id = (biased_after_input_node.node_name, edge.input_port_id) @@ -624,18 +669,18 @@ def traverse_to_biased(node, condition_container): return list(biased_nodes - dependant_nodes) def extract_model( - self, model: TModel, input_node_ids: List[Tuple[str, int]], output_node_ids: List[Tuple[str, int]] + self, model: TModel, input_ids: List[Tuple[str, int]], output_ids: List[Tuple[str, int]] ) -> TModel: """ Returns the backend-specific model that bounded by the specified input & output layers. :param model: Backend-specific model. - :param input_node_ids: List with the input node IDs. - :param output_node_ids: List with the output node IDs. + :param input_ids: List with the input IDs. + :param output_ids: List with the output IDs. :return: Extracted backend-specific model. """ transformation_layout = TransformationLayout() model_transformer = ModelTransformerFactory.create(model) - model_extraction_command = self._backend_entity.model_extraction_command(input_node_ids, output_node_ids) + model_extraction_command = self._backend_entity.model_extraction_command(input_ids, output_ids) transformation_layout.register(model_extraction_command) return model_transformer.transform(transformation_layout) diff --git a/nncf/quantization/algorithms/fast_bias_correction/algorithm.py b/nncf/quantization/algorithms/fast_bias_correction/algorithm.py index 0b4e322d9d8..ff7836035c9 100644 --- a/nncf/quantization/algorithms/fast_bias_correction/algorithm.py +++ b/nncf/quantization/algorithms/fast_bias_correction/algorithm.py @@ -150,31 +150,42 @@ def apply( continue in_node_name, out_node_name = self._backend_entity.get_node_names_for_input_output_statistics(node, graph) + input_port_id, _ = self._backend_entity.get_activation_port_ids_for_bias_node(node) input_fp, input_shape = self._get_fp_inputs(statistic_points, in_node_name) + output_fp = self._get_fp_outputs(statistic_points, out_node_name) - extracted_model = self._extract_submodel(model_transformer, in_node_name, out_node_name) + # In case of the matrix multiplication layers, this is crucial to know the correct input port. + input_id = (in_node_name, input_port_id) + # Outputs of the subgraphs for the FastBiasCorrection are the same across the backends. + output_id = (out_node_name, 0) + + extracted_model = self._extract_submodel(model_transformer, input_id, output_id) if extracted_model is None: nncf_logger.debug(f"Skipping node {node_name} because cant extract submodel") continue sub_input_name, sub_output_name = self._backend_entity.get_sub_input_output_names(extracted_model) - channel_axis = node.metatype.output_channel_axis + output_channel_axis = node.metatype.output_channel_axis + input_channel_axis = self._backend_entity.get_activation_channel_axis(node, input_port_id, input_shape) if bias_value.ndim > 1: # Make index positive - channel_axis = range(bias_value.ndim)[channel_axis] - input_blob = self._backend_entity.create_input_data(input_shape, input_fp, sub_input_name, channel_axis) + output_channel_axis = range(bias_value.ndim)[output_channel_axis] + input_channel_axis = range(bias_value.ndim)[input_channel_axis] + input_blob = self._backend_entity.create_input_data( + input_shape, input_fp, sub_input_name, input_channel_axis + ) bias_shift = self._get_bias_shift( model=extracted_model, input_blob=input_blob, - channel_axis=channel_axis, + output_channel_axis=output_channel_axis, output_fp=output_fp, output_name=sub_output_name, ) - bias_shift = self._reshape_bias_shift(bias_shift, bias_value, channel_axis) + bias_shift = self._reshape_bias_shift(bias_shift, bias_value, output_channel_axis) updated_bias = bias_value + bias_shift magnitude = self._get_bias_shift_magnitude(bias_value, updated_bias) @@ -270,18 +281,18 @@ def output_filter_func(point): output_fp.extend(tensor_collector.get_statistics().mean_values) return output_fp - def _extract_submodel(self, model_transformer: ModelTransformer, in_node_name: str, out_node_name: str) -> TModel: + def _extract_submodel( + self, model_transformer: ModelTransformer, input_id: Tuple[str, int], output_id: Tuple[str, int] + ) -> TModel: """ Extracts sub-model using backend-specific ModelTransformer. :param model_transformer: Backend-specific ModelTransformer. - :param in_node_name: Name of the start node. - :param out_node_name: Name of the output node. + :param input_id: Input ID. + :param output_id: Output ID. :return: Backend-specific sub-model. """ - model_extraction_command = self._backend_entity.model_extraction_command( - [(in_node_name, 0)], [(out_node_name, 0)] - ) + model_extraction_command = self._backend_entity.model_extraction_command([input_id], [output_id]) me_transformation_layout = TransformationLayout() me_transformation_layout.register(model_extraction_command) extracted_model = model_transformer.transform(me_transformation_layout) @@ -306,7 +317,7 @@ def _get_bias_shift( self, model: TModel, input_blob: Union[TTensor, Dict[str, TTensor]], - channel_axis: Tuple[int], + output_channel_axis: Tuple[int], output_fp: List[TTensor], output_name: str, ) -> TTensor: @@ -316,7 +327,7 @@ def _get_bias_shift( :param engine: Backend-specific engine instance for the model execution. :param model: Backend-specific sub-model for the execution. :param input_blob: Input data for the execution. - :param channel_axis: Channel axis for the raw data aggregation. + :param output_channel_axis: Channel axis for the raw output data aggregation. :param output_fp: Output data for the shift calculation. :param output_name: Name of the output tensor for the data collection. :return: Calculated bias shift. @@ -324,7 +335,7 @@ def _get_bias_shift( engine = EngineFactory.create(model) raw_output = engine.infer(input_blob) q_outputs = self._backend_entity.process_model_output(raw_output, output_name) - q_outputs = mean_per_channel(q_outputs, channel_axis) + q_outputs = mean_per_channel(q_outputs, output_channel_axis) bias_shift = fns.stack(output_fp) - q_outputs return bias_shift @@ -345,9 +356,12 @@ def get_statistic_points(self, model: TModel, graph: NNCFGraph) -> StatisticPoin post_layer_statistic_point = self._backend_entity.target_point( TargetType.POST_LAYER_OPERATION, out_node_name, output_port_id ) - channel_axis = node.metatype.output_channel_axis + input_shape = graph.get_input_edges(node)[input_port_id].tensor_shape + input_channel_axis = self._backend_entity.get_activation_channel_axis(node, input_port_id, input_shape) - self._add_statistic_point(statistic_container, pre_layer_statistic_point, channel_axis) - self._add_statistic_point(statistic_container, post_layer_statistic_point, channel_axis) + self._add_statistic_point(statistic_container, pre_layer_statistic_point, input_channel_axis) + self._add_statistic_point( + statistic_container, post_layer_statistic_point, node.metatype.output_channel_axis + ) return statistic_container diff --git a/nncf/quantization/algorithms/fast_bias_correction/backend.py b/nncf/quantization/algorithms/fast_bias_correction/backend.py index b0c5c984f78..71e46c7d5e7 100644 --- a/nncf/quantization/algorithms/fast_bias_correction/backend.py +++ b/nncf/quantization/algorithms/fast_bias_correction/backend.py @@ -182,3 +182,15 @@ def get_node_names_for_input_output_statistics(node: NNCFNode, nncf_graph: NNCFG Name of node to collect input statistics Name of node to collect output statistics """ + + @staticmethod + @abstractmethod + def get_activation_channel_axis(node: NNCFNode, port_id: int, input_shape: Tuple[int]) -> int: + """ + Returns axis number of the activation tensor which correspond to it channel. + + :param node: NNCFNode instance. + :param port_id: Port ID for input. + :param input_shape: Shape of the input. + :return: Channel axis number. + """ diff --git a/nncf/quantization/algorithms/fast_bias_correction/onnx_backend.py b/nncf/quantization/algorithms/fast_bias_correction/onnx_backend.py index cabaede568d..6a8d59ce312 100644 --- a/nncf/quantization/algorithms/fast_bias_correction/onnx_backend.py +++ b/nncf/quantization/algorithms/fast_bias_correction/onnx_backend.py @@ -9,6 +9,7 @@ # See the License for the specific language governing permissions and # limitations under the License. +from copy import deepcopy from typing import Dict, List, Optional, Tuple import numpy as np @@ -19,6 +20,7 @@ from nncf.common.graph.transformations.commands import TargetType from nncf.experimental.common.tensor_statistics.collectors import TensorCollector from nncf.onnx.graph.metatypes.groups import OPERATIONS_WITH_BIAS_REDUCED +from nncf.onnx.graph.node_utils import get_act_quantization_axis from nncf.onnx.graph.node_utils import get_bias_value from nncf.onnx.graph.node_utils import is_any_weight_quantized from nncf.onnx.graph.node_utils import is_node_with_bias @@ -78,7 +80,16 @@ def get_bias_value(node: NNCFNode, nncf_graph: NNCFGraph, model: onnx.ModelProto @staticmethod def get_activation_port_ids_for_bias_node(node: NNCFNode) -> Tuple[int, int]: - return 0, 0 + activation_port = 0 + + if hasattr(node.metatype, "possible_weight_ports"): + activation_ports = deepcopy(node.metatype.possible_weight_ports) + for weight_port in node.layer_attributes.weight_attrs: + activation_ports.remove(weight_port) + assert len(activation_ports) == 1 + activation_port = activation_ports[0] + + return activation_port, 0 @staticmethod def process_model_output(raw_data: Dict, output_name: str) -> Tensor: @@ -95,3 +106,7 @@ def is_node_with_bias(node: NNCFNode, nncf_graph: NNCFGraph) -> bool: @staticmethod def get_node_names_for_input_output_statistics(node: NNCFNode, nncf_graph: NNCFGraph) -> Tuple[str, str]: return node.node_name, node.node_name + + @staticmethod + def get_activation_channel_axis(node: NNCFNode, port_id: int, input_shape: Tuple[int]) -> int: + return get_act_quantization_axis(node, port_id) diff --git a/nncf/quantization/algorithms/fast_bias_correction/openvino_backend.py b/nncf/quantization/algorithms/fast_bias_correction/openvino_backend.py index b75ffe29ae1..8a45d72d528 100644 --- a/nncf/quantization/algorithms/fast_bias_correction/openvino_backend.py +++ b/nncf/quantization/algorithms/fast_bias_correction/openvino_backend.py @@ -20,6 +20,7 @@ from nncf.experimental.common.tensor_statistics.collectors import TensorCollector from nncf.openvino.graph.metatypes.groups import FAKE_QUANTIZE_OPERATIONS from nncf.openvino.graph.metatypes.groups import OPERATIONS_WITH_BIAS_REDUCED +from nncf.openvino.graph.node_utils import get_activation_channel_axis from nncf.openvino.graph.node_utils import get_bias_value from nncf.openvino.graph.node_utils import is_node_with_bias from nncf.openvino.graph.transformations.command_creation import OVCommandCreator @@ -78,7 +79,14 @@ def get_bias_value(node: NNCFNode, nncf_graph: NNCFGraph, model: ov.Model) -> Te @staticmethod def get_activation_port_ids_for_bias_node(node: NNCFNode) -> Tuple[int, int]: - return 0, 0 + activation_ports = [0, 1] + + for weight_port in node.layer_attributes.get_const_port_ids(): + activation_ports.remove(weight_port) + assert len(activation_ports) == 1 + activation_port = activation_ports[0] + + return activation_port, 0 @staticmethod def is_quantized_weights(node: NNCFNode, nncf_graph: NNCFGraph) -> bool: @@ -101,3 +109,7 @@ def is_node_with_bias(node: NNCFNode, nncf_graph: NNCFGraph) -> bool: @staticmethod def get_node_names_for_input_output_statistics(node: NNCFNode, nncf_graph: NNCFGraph) -> Tuple[str, str]: return node.node_name, node.node_name + + @staticmethod + def get_activation_channel_axis(node: NNCFNode, port_id: int, input_shape: Tuple[int]) -> int: + return get_activation_channel_axis(node, port_id, input_shape) diff --git a/nncf/quantization/algorithms/fast_bias_correction/torch_backend.py b/nncf/quantization/algorithms/fast_bias_correction/torch_backend.py index cac1df66762..134706415a1 100644 --- a/nncf/quantization/algorithms/fast_bias_correction/torch_backend.py +++ b/nncf/quantization/algorithms/fast_bias_correction/torch_backend.py @@ -107,3 +107,7 @@ def get_node_names_for_input_output_statistics(node: NNCFNode, nncf_graph: NNCFG next_norm_node = get_potential_fused_node(input_node_name, nncf_graph) output_node_name = next_norm_node.node_name if next_norm_node else input_node_name return input_node_name, output_node_name + + @staticmethod + def get_activation_channel_axis(node: NNCFNode, pord_id: int, input_shape: Tuple[int]) -> int: + return node.metatype.output_channel_axis diff --git a/tests/onnx/test_layer_attributes.py b/tests/onnx/test_layer_attributes.py index 518b1768ac7..b21034fe45d 100644 --- a/tests/onnx/test_layer_attributes.py +++ b/tests/onnx/test_layer_attributes.py @@ -13,7 +13,6 @@ import onnx import pytest -from nncf.onnx.graph.metatypes.groups import OPERATIONS_WITH_WEIGHTS from nncf.onnx.graph.nncf_graph_builder import GraphConverter from nncf.onnx.graph.nncf_graph_builder import ONNXLayerAttributes from tests.onnx.models import OPSET_VERSION @@ -96,11 +95,12 @@ def get_one_layer_model(op_name: str, node_creator: ONNXNodeCreator, input_shape @pytest.mark.parametrize( "node_creator, ref_layer_attrs", [ - (ONNXIdentityCreator, None), + (ONNXIdentityCreator, ONNXLayerAttributes()), ( ONNXConvCreator, ONNXLayerAttributes( - weight_attrs={1: {"name": "Conv1_W", "shape": [3, 3, 1, 1]}}, bias_attrs={"name": "Conv1_B"} + weight_attrs={1: {"name": "Conv1_W", "shape": [3, 3, 1, 1]}}, + bias_attrs={"name": "Conv1_B"}, ), ), ], @@ -111,7 +111,4 @@ def test_layer_attributes(node_creator, ref_layer_attrs): onnx_model = get_one_layer_model(op_name, node_creator, input_shape) nncf_graph = GraphConverter.create_nncf_graph(onnx_model) node = nncf_graph.get_node_by_name(op_name) - if node.metatype in OPERATIONS_WITH_WEIGHTS: - assert node.layer_attributes.__dict__ == ref_layer_attrs.__dict__ - else: - assert node.layer_attributes.__dict__ == ONNXLayerAttributes().__dict__ + assert node.layer_attributes.__dict__ == ref_layer_attrs.__dict__ diff --git a/tests/onnx/test_node_utils.py b/tests/onnx/test_node_utils.py index d73bd002acd..9dc15f3215d 100644 --- a/tests/onnx/test_node_utils.py +++ b/tests/onnx/test_node_utils.py @@ -11,14 +11,20 @@ import numpy as np import pytest +from nncf.common.graph.graph import NNCFNode from nncf.onnx.graph.metatypes.onnx_metatypes import ONNXConvolutionMetatype from nncf.onnx.graph.nncf_graph_builder import GraphConverter +from nncf.onnx.graph.nncf_graph_builder import ONNXLayerAttributes +from nncf.onnx.graph.node_utils import calculate_gemm_channel_axis from nncf.onnx.graph.node_utils import get_bias_value -from nncf.onnx.graph.node_utils import transpose_axis from tests.onnx.models import OneConvolutionalIdentityBiasModel from tests.onnx.models import OneConvolutionalModel +def create_nncf_node(**layer_atrributes) -> NNCFNode: + return NNCFNode({"layer_attributes": ONNXLayerAttributes(**layer_atrributes)}) + + @pytest.mark.parametrize("model", [OneConvolutionalModel(), OneConvolutionalIdentityBiasModel()]) def test_get_bias_value(model): onnx_model = model.onnx_model @@ -30,16 +36,19 @@ def test_get_bias_value(model): @pytest.mark.parametrize( - "shape, axis, expected_channel_axis", + "layer_attrs, port_id, ref_axis", [ - ((1, 3, 5, 5), 3, 0), - ((1, 3, 5, 5), 1, 2), - ((1, 3, 5, 5), 0, 3), - ((1, 3, 5, 5), 2, 1), - ((1,), 0, 0), - ((1, 1), 1, 0), - ((1, 1), 0, 1), + [{"node_attrs": {"transA": 0, "transB": 0}}, 0, 0], + [{"node_attrs": {"transA": 0, "transB": 1}}, 0, 0], + [{"node_attrs": {"transA": 1, "transB": 0}}, 0, 1], + [{"node_attrs": {"transA": 1, "transB": 1}}, 0, 1], + [{"node_attrs": {"transA": 0, "transB": 0}}, 1, 1], + [{"node_attrs": {"transA": 0, "transB": 1}}, 1, 0], + [{"node_attrs": {"transA": 1, "transB": 0}}, 1, 1], + [{"node_attrs": {"transA": 1, "transB": 1}}, 1, 0], ], ) -def test_transpose_axis(shape, axis, expected_channel_axis): - assert expected_channel_axis == transpose_axis(shape, axis) +def test_calculate_gemm_channel_axis(layer_attrs, port_id, ref_axis): + node = create_nncf_node(**layer_attrs) + channel_axis = calculate_gemm_channel_axis(node, port_id) + assert channel_axis == ref_axis diff --git a/tests/openvino/native/data/2024.1/reference_scales/MatMul2DModel_mixed.json b/tests/openvino/native/data/2024.1/reference_scales/MatMul2DModel_mixed.json index fd0ed29955f..9b2d8af349c 100644 --- a/tests/openvino/native/data/2024.1/reference_scales/MatMul2DModel_mixed.json +++ b/tests/openvino/native/data/2024.1/reference_scales/MatMul2DModel_mixed.json @@ -27,8 +27,8 @@ }, "Input/fq_output_0": { "input_low": 0.0, - "input_high": 0.9350724220275879, + "input_high": 0.8132702112197876, "output_low": 0.0, - "output_high": 0.9350724220275879 + "output_high": 0.8132702112197876 } } \ No newline at end of file diff --git a/tests/openvino/native/data/2024.1/reference_scales/MatMul2DModel_performance.json b/tests/openvino/native/data/2024.1/reference_scales/MatMul2DModel_performance.json index fd0ed29955f..9b2d8af349c 100644 --- a/tests/openvino/native/data/2024.1/reference_scales/MatMul2DModel_performance.json +++ b/tests/openvino/native/data/2024.1/reference_scales/MatMul2DModel_performance.json @@ -27,8 +27,8 @@ }, "Input/fq_output_0": { "input_low": 0.0, - "input_high": 0.9350724220275879, + "input_high": 0.8132702112197876, "output_low": 0.0, - "output_high": 0.9350724220275879 + "output_high": 0.8132702112197876 } } \ No newline at end of file diff --git a/tests/openvino/native/models.py b/tests/openvino/native/models.py index 900fbdf29de..0fda3fed0f0 100644 --- a/tests/openvino/native/models.py +++ b/tests/openvino/native/models.py @@ -252,7 +252,9 @@ def _create_ov_model(self): @SYNTHETIC_MODELS.register() class MatMul2DModel(OVReferenceModel): def _create_ov_model(self): - input_shape = [3, 5] + # Originally, OpenVINO backend does not support statistics collection + # from the model with the batch size > 1. + input_shape = [1, 5] input_1 = opset.parameter(input_shape, name="Input") data = self._rng.random((5, 2)).astype(np.float32) matmul = opset.matmul(input_1, data, transpose_a=False, transpose_b=False, name="MatMul") diff --git a/tests/openvino/native/test_layer_attributes.py b/tests/openvino/native/test_layer_attributes.py index 50cab4a9b50..95497cf1a12 100644 --- a/tests/openvino/native/test_layer_attributes.py +++ b/tests/openvino/native/test_layer_attributes.py @@ -23,6 +23,7 @@ from nncf.openvino.graph.layer_attributes import OVLayerAttributes from nncf.openvino.graph.layout import OVLayoutElem from nncf.openvino.graph.layout import get_conv_weights_layout_from_node +from nncf.openvino.graph.layout import get_linear_activations_layout_from_node from nncf.openvino.graph.layout import get_linear_weights_layout_from_node from nncf.openvino.graph.nncf_graph_builder import GraphConverter @@ -153,14 +154,17 @@ def get_one_layer_model(op_name: str, node_creator, input_shape): class LayerAttributesTestCase: node_creator: Callable input_shape: Tuple[int, ...] + act_port_id: int ref_layer_attrs: OVLayerAttributes ref_weights_layout: Tuple[OVLayoutElem] + ref_acts_layout: Tuple[OVLayoutElem] TEST_CASES_CONV = [ LayerAttributesTestCase( get_conv, (1, 3, 3, 3), + 0, OVLayerAttributes( {1: {"name": "Const", "shape": (4, 3, 2, 1)}}, ConvolutionLayerAttributes( @@ -182,10 +186,12 @@ class LayerAttributesTestCase: OVLayoutElem.SPATIAL, OVLayoutElem.SPATIAL, ), + {}, ), LayerAttributesTestCase( get_convert_conv, (1, 3, 3, 3), + 0, OVLayerAttributes( {1: {"name": "Const", "shape": (4, 3, 1, 1)}}, ConvolutionLayerAttributes( @@ -207,10 +213,12 @@ class LayerAttributesTestCase: OVLayoutElem.SPATIAL, OVLayoutElem.SPATIAL, ), + {}, ), LayerAttributesTestCase( get_depthwise_conv, (1, 3, 3, 3), + 0, OVLayerAttributes( {1: {"name": "Const", "shape": (3, 3, 1, 1, 1)}}, ConvolutionLayerAttributes( @@ -233,10 +241,12 @@ class LayerAttributesTestCase: OVLayoutElem.SPATIAL, OVLayoutElem.SPATIAL, ), + {}, ), LayerAttributesTestCase( get_group_conv, (1, 10, 3, 3), + 0, OVLayerAttributes( {1: {"name": "Const", "shape": (5, 10, 2, 1, 1)}}, ConvolutionLayerAttributes( @@ -259,10 +269,12 @@ class LayerAttributesTestCase: OVLayoutElem.SPATIAL, OVLayoutElem.SPATIAL, ), + {}, ), LayerAttributesTestCase( get_transpose_conv, (1, 3, 3, 3), + 0, OVLayerAttributes( {1: {"name": "Const", "shape": (3, 4, 2, 1)}}, ConvolutionLayerAttributes( @@ -284,10 +296,12 @@ class LayerAttributesTestCase: OVLayoutElem.SPATIAL, OVLayoutElem.SPATIAL, ), + {}, ), LayerAttributesTestCase( get_transpose_group_conv, (1, 3, 3, 3), + 0, OVLayerAttributes( {1: {"name": "Const", "shape": (3, 1, 3, 1, 1)}}, ConvolutionLayerAttributes( @@ -310,6 +324,7 @@ class LayerAttributesTestCase: OVLayoutElem.SPATIAL, OVLayoutElem.SPATIAL, ), + {}, ), ] @@ -318,6 +333,7 @@ class LayerAttributesTestCase: LayerAttributesTestCase( get_matmul_b, (1, 3, 4), + 0, OVLayerAttributes( {1: {"name": "Const", "shape": (1, 4), "transpose": True}}, LinearLayerAttributes( @@ -329,10 +345,12 @@ class LayerAttributesTestCase: {"transpose": False}, ), (OVLayoutElem.C_OUT, OVLayoutElem.C_IN), + (OVLayoutElem.SPATIAL, OVLayoutElem.C_OUT, OVLayoutElem.C_IN), ), LayerAttributesTestCase( get_matmul_a, (1, 3, 4), + 0, OVLayerAttributes( {1: {"name": "Const", "shape": (3, 1), "transpose": False}}, LinearLayerAttributes( @@ -344,10 +362,12 @@ class LayerAttributesTestCase: {"transpose": True}, ), (OVLayoutElem.C_IN, OVLayoutElem.C_OUT), + (OVLayoutElem.SPATIAL, OVLayoutElem.C_IN, OVLayoutElem.C_OUT), ), LayerAttributesTestCase( get_matmul_a_swapped, (1, 3, 4), + 1, OVLayerAttributes( {0: {"name": "Const", "shape": (3, 1), "transpose": True}}, LinearLayerAttributes( @@ -359,10 +379,12 @@ class LayerAttributesTestCase: {"transpose": False}, ), (OVLayoutElem.C_IN, OVLayoutElem.C_OUT), + (OVLayoutElem.SPATIAL, OVLayoutElem.C_IN, OVLayoutElem.C_OUT), ), LayerAttributesTestCase( get_matmul_b_swapped, (1, 3, 4), + 1, OVLayerAttributes( {0: {"name": "Const", "shape": (1, 4), "transpose": False}}, LinearLayerAttributes( @@ -374,10 +396,12 @@ class LayerAttributesTestCase: {"transpose": True}, ), (OVLayoutElem.C_OUT, OVLayoutElem.C_IN), + (OVLayoutElem.SPATIAL, OVLayoutElem.C_OUT, OVLayoutElem.C_IN), ), LayerAttributesTestCase( get_1d_matmul, (1, 3, 4), + 0, OVLayerAttributes( {1: {"name": "Const", "shape": (4,), "transpose": False}}, LinearLayerAttributes( @@ -389,25 +413,29 @@ class LayerAttributesTestCase: {"transpose": False}, ), (OVLayoutElem.C_IN,), + (OVLayoutElem.SPATIAL, OVLayoutElem.C_OUT, OVLayoutElem.C_IN), ), ] TEST_CASES_NO_WEGIHTS_LAYOUT = [ - LayerAttributesTestCase(get_shape_node, (1, 3, 3, 3), None, None), + LayerAttributesTestCase(get_shape_node, (1, 3, 3, 3), 0, None, None, None), LayerAttributesTestCase( get_add, (1, 3, 4, 5), + 0, OVLayerAttributes( {1: {"name": "Const", "shape": (1, 1, 1, 1)}}, GenericWeightedLayerAttributes(False, weight_shape=(1, 1, 1, 1)), {}, ), None, + {}, ), LayerAttributesTestCase( get_lstm, (2, 3, 4), + 0, OVLayerAttributes( { 1: {"name": "hs", "shape": (2, 1, 4)}, @@ -419,6 +447,7 @@ class LayerAttributesTestCase: {}, ), None, + {}, ), ] @@ -430,7 +459,7 @@ def _get_node_to_test(test_descriptor: LayerAttributesTestCase): return nncf_graph.get_node_by_name(op_name) -@pytest.mark.parametrize("test_descriptor", TEST_CASES_CONV + TEST_CASES_LINEAR + TEST_CASES_NO_WEGIHTS_LAYOUT) +@pytest.mark.parametrize("test_descriptor", TEST_CASES_LINEAR + TEST_CASES_NO_WEGIHTS_LAYOUT) def test_layer_attributes(test_descriptor: LayerAttributesTestCase): node = _get_node_to_test(test_descriptor) if test_descriptor.ref_layer_attrs is None: @@ -453,3 +482,13 @@ def test_get_linear_weights_layout_from_node(test_descriptor: LayerAttributesTes for _ in range(2): # To test get_linear_weights_layout_from_node is a clean function weights_layout = get_linear_weights_layout_from_node(node) assert weights_layout == test_descriptor.ref_weights_layout + + +@pytest.mark.parametrize("test_descriptor", TEST_CASES_LINEAR) +def test_get_linear_activations_layout_from_node(test_descriptor: LayerAttributesTestCase): + node = _get_node_to_test(test_descriptor) + for _ in range(2): # To test get_linear_activations_layout_from_node is a clean function + acts_layout = get_linear_activations_layout_from_node( + node, test_descriptor.act_port_id, test_descriptor.input_shape + ) + assert acts_layout == test_descriptor.ref_acts_layout From a25e56d452e0aaa6e0eed7d026d556f663544526 Mon Sep 17 00:00:00 2001 From: Andrey Churkin Date: Mon, 1 Jul 2024 07:44:57 +0100 Subject: [PATCH 12/30] Support TF 2.15 (#2609) ### Changes Support TF 2.15 ### Reason for changes Support TF 2.15 ### Related tickets 133742 ### Tests pre-commit tests --- .github/workflows/precommit.yml | 2 +- README.md | 2 +- constraints.txt | 3 ++- docs/Installation.md | 4 +++- .../tensorflow/mobilenet_v2/requirements.txt | 3 ++- .../object_detection/architecture/darknet.py | 12 ++++++++++-- examples/tensorflow/requirements.txt | 3 ++- nncf/version.py | 5 +++-- .../2.15/functional_insert_after.dot | 1 + .../2.15/functional_insert_before.dot | 1 + .../2.15/sequential_block_insert_after.dot | 1 + .../2.15/sequential_block_insert_before.dot | 1 + .../2.15/pruning/filter_pruning/densenet121.pb | 1 + .../2.15/pruning/filter_pruning/inception_v3.dot | 1 + .../2.15/pruning/filter_pruning/mobilenet_v1.pb | 1 + .../2.15/pruning/filter_pruning/mobilenet_v2.pb | 1 + .../pruning/filter_pruning/mobilenet_v3_large.pb | 1 + .../pruning/filter_pruning/mobilenet_v3_small.pb | 1 + .../2.15/pruning/filter_pruning/resnet50.pb | 1 + .../2.15/pruning/filter_pruning/retinanet.pb | 1 + .../pruning/filter_pruning/sequential_model.pb | 1 + .../filter_pruning/sequential_no_input_model.pb | 1 + .../pruning/filter_pruning/shared_layers_model.pb | 1 + .../2.15/pruning/filter_pruning/vgg16.pb | 1 + .../2.15/pruning/filter_pruning/yolo_v4.pb | 1 + .../2.15/quantized/hw/CPU/inception_v3.dot | 1 + .../2.15/quantized/hw/CPU/mobilenet_v2.pb | 1 + .../2.15/quantized/hw/CPU/resnet50.pb | 1 + .../2.15/quantized/hw/GPU/inception_v3.dot | 1 + .../2.15/quantized/hw/GPU/mobilenet_v2.pb | 1 + .../2.15/quantized/hw/GPU/resnet50.pb | 1 + .../2.15/quantized/hw/NPU/inception_v3.dot | 1 + .../2.15/quantized/hw/NPU/mobilenet_v2.pb | 1 + .../2.15/quantized/hw/NPU/resnet50.pb | 1 + .../quantized/w_sym_ch_a_asym_t/densenet121.pb | 1 + .../quantized/w_sym_ch_a_asym_t/inception_v3.dot | 1 + .../quantized/w_sym_ch_a_asym_t/mask_rcnn.dot | 1 + .../quantized/w_sym_ch_a_asym_t/mobilenet_v1.pb | 1 + .../quantized/w_sym_ch_a_asym_t/mobilenet_v2.pb | 1 + .../mobilenet_v2_quantize_outputs.pb | 1 + .../w_sym_ch_a_asym_t/mobilenet_v3_large.pb | 1 + .../w_sym_ch_a_asym_t/mobilenet_v3_small.pb | 1 + .../2.15/quantized/w_sym_ch_a_asym_t/resnet50.pb | 1 + .../quantized/w_sym_ch_a_asym_t/resnet50v2.pb | 1 + .../2.15/quantized/w_sym_ch_a_asym_t/retinanet.pb | 1 + .../retinanet_quantize_outputs.pb | 1 + .../w_sym_ch_a_asym_t/sequential_model.pb | 1 + .../sequential_model_quantize_outputs.pb | 1 + .../sequential_no_input_model.pb | 1 + .../w_sym_ch_a_asym_t/shared_layers_model.pb | 1 + .../shared_layers_model_quantize_outputs.pb | 1 + .../2.15/quantized/w_sym_ch_a_asym_t/vgg16.pb | 1 + .../2.15/quantized/w_sym_ch_a_asym_t/yolo_v4.pb | 1 + .../2.15/quantized/w_sym_t_a_sym_t/densenet121.pb | 1 + .../quantized/w_sym_t_a_sym_t/inception_v3.dot | 1 + .../2.15/quantized/w_sym_t_a_sym_t/mask_rcnn.dot | 1 + .../quantized/w_sym_t_a_sym_t/mobilenet_v1.pb | 1 + .../quantized/w_sym_t_a_sym_t/mobilenet_v2.pb | 1 + .../mobilenet_v2_quantize_outputs.pb | 1 + .../w_sym_t_a_sym_t/mobilenet_v3_large.pb | 1 + .../w_sym_t_a_sym_t/mobilenet_v3_small.pb | 1 + .../2.15/quantized/w_sym_t_a_sym_t/resnet50.pb | 1 + .../2.15/quantized/w_sym_t_a_sym_t/resnet50v2.pb | 1 + .../2.15/quantized/w_sym_t_a_sym_t/retinanet.pb | 1 + .../w_sym_t_a_sym_t/retinanet_quantize_outputs.pb | 1 + .../quantized/w_sym_t_a_sym_t/sequential_model.pb | 1 + .../sequential_model_quantize_outputs.pb | 1 + .../w_sym_t_a_sym_t/sequential_no_input_model.pb | 1 + .../w_sym_t_a_sym_t/shared_layers_model.pb | 1 + .../shared_layers_model_quantize_outputs.pb | 1 + .../2.15/quantized/w_sym_t_a_sym_t/vgg16.pb | 1 + .../2.15/quantized/w_sym_t_a_sym_t/yolo_v4.pb | 1 + .../sparsity/magnitude_sparsity/densenet121.pb | 1 + .../sparsity/magnitude_sparsity/inception_v3.dot | 1 + .../sparsity/magnitude_sparsity/mask_rcnn.dot | 1 + .../sparsity/magnitude_sparsity/mobilenet_v1.pb | 1 + .../sparsity/magnitude_sparsity/mobilenet_v2.pb | 1 + .../magnitude_sparsity/mobilenet_v2_slim.dot | 1 + .../magnitude_sparsity/mobilenet_v3_large.pb | 1 + .../magnitude_sparsity/mobilenet_v3_small.pb | 1 + .../2.15/sparsity/magnitude_sparsity/resnet50.pb | 1 + .../sparsity/magnitude_sparsity/resnet50v2.pb | 1 + .../2.15/sparsity/magnitude_sparsity/retinanet.pb | 1 + .../magnitude_sparsity/sequential_model.pb | 1 + .../sequential_no_input_model.pb | 1 + .../magnitude_sparsity/shared_layers_model.pb | 1 + .../2.15/sparsity/magnitude_sparsity/vgg16.pb | 1 + .../2.15/sparsity/magnitude_sparsity/yolo_v4.pb | 1 + .../2.15/sparsity/rb_sparsity/densenet121.dot | 1 + .../sparsity/rb_sparsity/inception_resnet_v2.dot | 1 + .../2.15/sparsity/rb_sparsity/inception_v3.dot | 1 + .../2.15/sparsity/rb_sparsity/mask_rcnn.dot | 1 + .../2.15/sparsity/rb_sparsity/mobilenet_v1.dot | 1 + .../2.15/sparsity/rb_sparsity/mobilenet_v2.dot | 1 + .../sparsity/rb_sparsity/mobilenet_v3_large.dot | 1 + .../sparsity/rb_sparsity/mobilenet_v3_small.dot | 1 + .../2.15/sparsity/rb_sparsity/nasnet_mobile.dot | 1 + .../2.15/sparsity/rb_sparsity/resnet50.dot | 1 + .../2.15/sparsity/rb_sparsity/resnet50v2.dot | 1 + .../2.15/sparsity/rb_sparsity/retinanet.dot | 1 + .../sparsity/rb_sparsity/sequential_model.dot | 1 + .../rb_sparsity/sequential_no_input_model.dot | 1 + .../sparsity/rb_sparsity/shared_layers_model.dot | 1 + .../2.15/sparsity/rb_sparsity/vgg16.dot | 1 + .../2.15/sparsity/rb_sparsity/xception.dot | 1 + .../2.15/sparsity/rb_sparsity/yolo_v4.dot | 1 + tests/tensorflow/requirements.txt | 6 ++---- tests/tensorflow/sparsity/rb/test_components.py | 15 ++++++++++++--- tests/tensorflow/sparsity/rb/test_integration.py | 8 ++++---- tests/tensorflow/test_sanity_sample.py | 2 ++ 110 files changed, 142 insertions(+), 21 deletions(-) create mode 120000 tests/tensorflow/data/model_transormer/2.15/functional_insert_after.dot create mode 120000 tests/tensorflow/data/model_transormer/2.15/functional_insert_before.dot create mode 120000 tests/tensorflow/data/model_transormer/2.15/sequential_block_insert_after.dot create mode 120000 tests/tensorflow/data/model_transormer/2.15/sequential_block_insert_before.dot create mode 120000 tests/tensorflow/data/reference_graphs/2.15/pruning/filter_pruning/densenet121.pb create mode 120000 tests/tensorflow/data/reference_graphs/2.15/pruning/filter_pruning/inception_v3.dot create mode 120000 tests/tensorflow/data/reference_graphs/2.15/pruning/filter_pruning/mobilenet_v1.pb create mode 120000 tests/tensorflow/data/reference_graphs/2.15/pruning/filter_pruning/mobilenet_v2.pb create mode 120000 tests/tensorflow/data/reference_graphs/2.15/pruning/filter_pruning/mobilenet_v3_large.pb create mode 120000 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create mode 120000 tests/tensorflow/data/reference_graphs/2.15/sparsity/rb_sparsity/sequential_no_input_model.dot create mode 120000 tests/tensorflow/data/reference_graphs/2.15/sparsity/rb_sparsity/shared_layers_model.dot create mode 120000 tests/tensorflow/data/reference_graphs/2.15/sparsity/rb_sparsity/vgg16.dot create mode 120000 tests/tensorflow/data/reference_graphs/2.15/sparsity/rb_sparsity/xception.dot create mode 120000 tests/tensorflow/data/reference_graphs/2.15/sparsity/rb_sparsity/yolo_v4.dot diff --git a/.github/workflows/precommit.yml b/.github/workflows/precommit.yml index 6f7ec2906d6..e72b0e32244 100644 --- a/.github/workflows/precommit.yml +++ b/.github/workflows/precommit.yml @@ -208,7 +208,7 @@ jobs: lfs: true - uses: actions/setup-python@0a5c61591373683505ea898e09a3ea4f39ef2b9c # v5.0.0 with: - python-version: 3.8.18 + python-version: 3.9.19 cache: pip - name: Install NNCF and test requirements run: make install-tensorflow-test diff --git a/README.md b/README.md index b4751f20673..66e063ba322 100644 --- a/README.md +++ b/README.md @@ -429,7 +429,7 @@ conda install -c conda-forge nncf - Python\* 3.8 or later - Supported frameworks: - PyTorch\* >=2.2, <2.4 - - TensorFlow\* >=2.8.4, <=2.12.1 + - TensorFlow\* >=2.8.4, <=2.15.1 - ONNX\* ==1.16.0 - OpenVINO\* >=2022.3.0 diff --git a/constraints.txt b/constraints.txt index 297fed7c170..4fdec840b57 100644 --- a/constraints.txt +++ b/constraints.txt @@ -10,7 +10,8 @@ onnx==1.16.0 onnxruntime==1.17.1 # TensorFlow -tensorflow==2.12.1 +tensorflow==2.12.1; python_version < '3.9' +tensorflow==2.15.1; python_version >= '3.9' # Tests and examples pytest==8.0.2 diff --git a/docs/Installation.md b/docs/Installation.md index c6f8512fee8..2215a1025d7 100644 --- a/docs/Installation.md +++ b/docs/Installation.md @@ -43,7 +43,7 @@ as well as the supported versions of Python: | NNCF | OpenVINO | PyTorch | ONNX | TensorFlow | Python | |-----------|------------|----------|----------|------------|--------| -| `develop` | `2024.2.0` | `2.3.0` | `1.16.0` | `2.12.0` | `3.8` | +| `develop` | `2024.2.0` | `2.3.0` | `1.16.0` | `2.15.1` | `3.8`* | | `2.11.0` | `2024.2.0` | `2.3.0` | `1.16.0` | `2.12.0` | `3.8` | | `2.10.0` | `2024.1.0` | `2.2.1` | `1.16.0` | `2.12.0` | `3.8` | | `2.9.0` | `2024.0.0` | `2.1.2` | `1.13.1` | `2.12.0` | `3.8` | @@ -53,3 +53,5 @@ as well as the supported versions of Python: | `2.6.0` | `2023.1.0` | `2.0.1` | `1.13.1` | `2.12.0` | `3.8` | | `2.5.0` | `2023.0.0` | `1.13.1` | `1.13.1` | `2.11.1` | `3.8` | | `2.4.0` | `2022.1.0` | `1.12.1` | `1.12.0` | `2.8.2` | `3.8` | + +> (*) Python 3.9 or higher is required for TensorFlow 2.15.1 diff --git a/examples/post_training_quantization/tensorflow/mobilenet_v2/requirements.txt b/examples/post_training_quantization/tensorflow/mobilenet_v2/requirements.txt index e9753580fb3..53c7fd67f48 100644 --- a/examples/post_training_quantization/tensorflow/mobilenet_v2/requirements.txt +++ b/examples/post_training_quantization/tensorflow/mobilenet_v2/requirements.txt @@ -1,4 +1,5 @@ -tensorflow~=2.12.0 +tensorflow~=2.12.0; python_version < '3.9' +tensorflow~=2.15.1; python_version >= '3.9' tensorflow-datasets tqdm openvino==2024.2 diff --git a/examples/tensorflow/common/object_detection/architecture/darknet.py b/examples/tensorflow/common/object_detection/architecture/darknet.py index 94678c3bda6..2cd9672590b 100644 --- a/examples/tensorflow/common/object_detection/architecture/darknet.py +++ b/examples/tensorflow/common/object_detection/architecture/darknet.py @@ -11,9 +11,12 @@ import tensorflow as tf import tensorflow.keras.backend as K +from packaging import version from examples.tensorflow.common.object_detection.architecture import nn_ops +tensorflow_version = version.parse(version.parse(tf.__version__).base_version) + class CSPDarknet53: """Class to build CSPDarknet53""" @@ -25,12 +28,17 @@ def DarknetConv2D_BN_Mish(self, *args, **kwargs): """Darknet Convolution2D followed by SyncBatchNormalization and Mish.""" no_bias_kwargs = {"use_bias": False} no_bias_kwargs.update(kwargs) + + if tensorflow_version < version.parse("2.15"): + mish = tf.keras.layers.Activation(self.mish) + else: + mish = tf.keras.layers.Activation("mish") + return nn_ops.compose( nn_ops.DarknetConv2D(*args, **no_bias_kwargs), # TODO(nsavelyev) replace by BatchNormalization(synchronized=True) once support for TF < 2.12 is dropped tf.keras.layers.experimental.SyncBatchNormalization(), - # TODO(nsavelyev) change to tf.keras.activations.mish after upgrade to TF 2.13 - tf.keras.layers.Activation(self.mish), + mish, ) def csp_resblock_body(self, x, num_filters, num_blocks, all_narrow=True): diff --git a/examples/tensorflow/requirements.txt b/examples/tensorflow/requirements.txt index 575778387f9..2a7da4ea429 100644 --- a/examples/tensorflow/requirements.txt +++ b/examples/tensorflow/requirements.txt @@ -4,7 +4,8 @@ absl-py==1.0.0 tensorflow tensorflow_datasets==4.2.0 tensorflow_hub -tensorflow_addons==0.20.0 +tensorflow_addons==0.20.0; python_version < '3.9' +tensorflow_addons==0.23.0; python_version >= '3.9' tensorflow-metadata==1.13.0 opencv-python pycocotools==2.0.6 diff --git a/nncf/version.py b/nncf/version.py index 4c17a984b6d..47d51cdc879 100644 --- a/nncf/version.py +++ b/nncf/version.py @@ -11,6 +11,7 @@ __version__ = "2.12.0" + BKC_TORCH_SPEC = "==2.3.*" -BKC_TF_SPEC = "==2.12.*" -STRICT_TF_SPEC = ">=2.8.4,<2.14.0" +BKC_TF_SPEC = "==2.15.*" +STRICT_TF_SPEC = ">=2.8.4,<2.16.0" diff --git a/tests/tensorflow/data/model_transormer/2.15/functional_insert_after.dot b/tests/tensorflow/data/model_transormer/2.15/functional_insert_after.dot new file mode 120000 index 00000000000..e9ea75df18b --- /dev/null +++ b/tests/tensorflow/data/model_transormer/2.15/functional_insert_after.dot @@ -0,0 +1 @@ +../2.12/functional_insert_after.dot \ No newline at end of file diff --git a/tests/tensorflow/data/model_transormer/2.15/functional_insert_before.dot b/tests/tensorflow/data/model_transormer/2.15/functional_insert_before.dot new file mode 120000 index 00000000000..8aa41699d62 --- /dev/null +++ b/tests/tensorflow/data/model_transormer/2.15/functional_insert_before.dot @@ -0,0 +1 @@ +../2.12/functional_insert_before.dot \ No newline at end of file diff --git a/tests/tensorflow/data/model_transormer/2.15/sequential_block_insert_after.dot b/tests/tensorflow/data/model_transormer/2.15/sequential_block_insert_after.dot new file mode 120000 index 00000000000..872db3b1041 --- /dev/null +++ b/tests/tensorflow/data/model_transormer/2.15/sequential_block_insert_after.dot @@ -0,0 +1 @@ +../2.12/sequential_block_insert_after.dot \ No newline at end of file diff --git a/tests/tensorflow/data/model_transormer/2.15/sequential_block_insert_before.dot b/tests/tensorflow/data/model_transormer/2.15/sequential_block_insert_before.dot new file mode 120000 index 00000000000..cee27532357 --- /dev/null +++ b/tests/tensorflow/data/model_transormer/2.15/sequential_block_insert_before.dot @@ -0,0 +1 @@ +../2.12/sequential_block_insert_before.dot \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/pruning/filter_pruning/densenet121.pb b/tests/tensorflow/data/reference_graphs/2.15/pruning/filter_pruning/densenet121.pb new file mode 120000 index 00000000000..0ac669d1841 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/pruning/filter_pruning/densenet121.pb @@ -0,0 +1 @@ +../../../2.12/pruning/filter_pruning/densenet121.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/pruning/filter_pruning/inception_v3.dot b/tests/tensorflow/data/reference_graphs/2.15/pruning/filter_pruning/inception_v3.dot new file mode 120000 index 00000000000..cd82798c8f3 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/pruning/filter_pruning/inception_v3.dot @@ -0,0 +1 @@ +../../../2.12/pruning/filter_pruning/inception_v3.dot \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/pruning/filter_pruning/mobilenet_v1.pb b/tests/tensorflow/data/reference_graphs/2.15/pruning/filter_pruning/mobilenet_v1.pb new file mode 120000 index 00000000000..550fd56ff01 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/pruning/filter_pruning/mobilenet_v1.pb @@ -0,0 +1 @@ +../../../2.12/pruning/filter_pruning/mobilenet_v1.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/pruning/filter_pruning/mobilenet_v2.pb b/tests/tensorflow/data/reference_graphs/2.15/pruning/filter_pruning/mobilenet_v2.pb new file mode 120000 index 00000000000..37740a232c6 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/pruning/filter_pruning/mobilenet_v2.pb @@ -0,0 +1 @@ +../../../2.12/pruning/filter_pruning/mobilenet_v2.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/pruning/filter_pruning/mobilenet_v3_large.pb b/tests/tensorflow/data/reference_graphs/2.15/pruning/filter_pruning/mobilenet_v3_large.pb new file mode 120000 index 00000000000..90eb450309a --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/pruning/filter_pruning/mobilenet_v3_large.pb @@ -0,0 +1 @@ +../../../2.12/pruning/filter_pruning/mobilenet_v3_large.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/pruning/filter_pruning/mobilenet_v3_small.pb b/tests/tensorflow/data/reference_graphs/2.15/pruning/filter_pruning/mobilenet_v3_small.pb new file mode 120000 index 00000000000..18780be0ff5 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/pruning/filter_pruning/mobilenet_v3_small.pb @@ -0,0 +1 @@ +../../../2.12/pruning/filter_pruning/mobilenet_v3_small.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/pruning/filter_pruning/resnet50.pb b/tests/tensorflow/data/reference_graphs/2.15/pruning/filter_pruning/resnet50.pb new file mode 120000 index 00000000000..3859a7048d3 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/pruning/filter_pruning/resnet50.pb @@ -0,0 +1 @@ +../../../2.12/pruning/filter_pruning/resnet50.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/pruning/filter_pruning/retinanet.pb b/tests/tensorflow/data/reference_graphs/2.15/pruning/filter_pruning/retinanet.pb new file mode 120000 index 00000000000..072164a1b69 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/pruning/filter_pruning/retinanet.pb @@ -0,0 +1 @@ +../../../2.12/pruning/filter_pruning/retinanet.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/pruning/filter_pruning/sequential_model.pb b/tests/tensorflow/data/reference_graphs/2.15/pruning/filter_pruning/sequential_model.pb new file mode 120000 index 00000000000..a6cb9b2143a --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/pruning/filter_pruning/sequential_model.pb @@ -0,0 +1 @@ +../../../2.12/pruning/filter_pruning/sequential_model.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/pruning/filter_pruning/sequential_no_input_model.pb b/tests/tensorflow/data/reference_graphs/2.15/pruning/filter_pruning/sequential_no_input_model.pb new file mode 120000 index 00000000000..7077c7d581a --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/pruning/filter_pruning/sequential_no_input_model.pb @@ -0,0 +1 @@ +../../../2.12/pruning/filter_pruning/sequential_no_input_model.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/pruning/filter_pruning/shared_layers_model.pb b/tests/tensorflow/data/reference_graphs/2.15/pruning/filter_pruning/shared_layers_model.pb new file mode 120000 index 00000000000..4f53e5ca9ac --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/pruning/filter_pruning/shared_layers_model.pb @@ -0,0 +1 @@ +../../../2.12/pruning/filter_pruning/shared_layers_model.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/pruning/filter_pruning/vgg16.pb b/tests/tensorflow/data/reference_graphs/2.15/pruning/filter_pruning/vgg16.pb new file mode 120000 index 00000000000..e27f2e831b9 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/pruning/filter_pruning/vgg16.pb @@ -0,0 +1 @@ +../../../2.12/pruning/filter_pruning/vgg16.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/pruning/filter_pruning/yolo_v4.pb b/tests/tensorflow/data/reference_graphs/2.15/pruning/filter_pruning/yolo_v4.pb new file mode 120000 index 00000000000..0bd3dcbd02e --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/pruning/filter_pruning/yolo_v4.pb @@ -0,0 +1 @@ +../../../2.12/pruning/filter_pruning/yolo_v4.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/quantized/hw/CPU/inception_v3.dot b/tests/tensorflow/data/reference_graphs/2.15/quantized/hw/CPU/inception_v3.dot new file mode 120000 index 00000000000..d02d556c08f --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/quantized/hw/CPU/inception_v3.dot @@ -0,0 +1 @@ +../../../../2.12/quantized/hw/CPU/inception_v3.dot \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/quantized/hw/CPU/mobilenet_v2.pb b/tests/tensorflow/data/reference_graphs/2.15/quantized/hw/CPU/mobilenet_v2.pb new file mode 120000 index 00000000000..0108fe1cbee --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/quantized/hw/CPU/mobilenet_v2.pb @@ -0,0 +1 @@ +../../../../2.12/quantized/hw/CPU/mobilenet_v2.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/quantized/hw/CPU/resnet50.pb b/tests/tensorflow/data/reference_graphs/2.15/quantized/hw/CPU/resnet50.pb new file mode 120000 index 00000000000..30915b37ed0 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/quantized/hw/CPU/resnet50.pb @@ -0,0 +1 @@ +../../../../2.12/quantized/hw/CPU/resnet50.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/quantized/hw/GPU/inception_v3.dot b/tests/tensorflow/data/reference_graphs/2.15/quantized/hw/GPU/inception_v3.dot new file mode 120000 index 00000000000..e9adf069d05 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/quantized/hw/GPU/inception_v3.dot @@ -0,0 +1 @@ +../../../../2.12/quantized/hw/GPU/inception_v3.dot \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/quantized/hw/GPU/mobilenet_v2.pb b/tests/tensorflow/data/reference_graphs/2.15/quantized/hw/GPU/mobilenet_v2.pb new file mode 120000 index 00000000000..4b8c101ec2b --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/quantized/hw/GPU/mobilenet_v2.pb @@ -0,0 +1 @@ +../../../../2.12/quantized/hw/GPU/mobilenet_v2.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/quantized/hw/GPU/resnet50.pb b/tests/tensorflow/data/reference_graphs/2.15/quantized/hw/GPU/resnet50.pb new file mode 120000 index 00000000000..9a81042d3f3 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/quantized/hw/GPU/resnet50.pb @@ -0,0 +1 @@ +../../../../2.12/quantized/hw/GPU/resnet50.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/quantized/hw/NPU/inception_v3.dot b/tests/tensorflow/data/reference_graphs/2.15/quantized/hw/NPU/inception_v3.dot new file mode 120000 index 00000000000..ddc8bd6a95a --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/quantized/hw/NPU/inception_v3.dot @@ -0,0 +1 @@ +../../../../2.12/quantized/hw/NPU/inception_v3.dot \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/quantized/hw/NPU/mobilenet_v2.pb b/tests/tensorflow/data/reference_graphs/2.15/quantized/hw/NPU/mobilenet_v2.pb new file mode 120000 index 00000000000..7f8b3798623 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/quantized/hw/NPU/mobilenet_v2.pb @@ -0,0 +1 @@ +../../../../2.12/quantized/hw/NPU/mobilenet_v2.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/quantized/hw/NPU/resnet50.pb b/tests/tensorflow/data/reference_graphs/2.15/quantized/hw/NPU/resnet50.pb new file mode 120000 index 00000000000..7431d58ae2f --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/quantized/hw/NPU/resnet50.pb @@ -0,0 +1 @@ +../../../../2.12/quantized/hw/NPU/resnet50.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_ch_a_asym_t/densenet121.pb b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_ch_a_asym_t/densenet121.pb new file mode 120000 index 00000000000..5a33cdbc7a8 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_ch_a_asym_t/densenet121.pb @@ -0,0 +1 @@ +../../../2.12/quantized/w_sym_ch_a_asym_t/densenet121.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_ch_a_asym_t/inception_v3.dot b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_ch_a_asym_t/inception_v3.dot new file mode 120000 index 00000000000..0676f8cf7a7 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_ch_a_asym_t/inception_v3.dot @@ -0,0 +1 @@ +../../../2.12/quantized/w_sym_ch_a_asym_t/inception_v3.dot \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_ch_a_asym_t/mask_rcnn.dot b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_ch_a_asym_t/mask_rcnn.dot new file mode 120000 index 00000000000..bfd867dda46 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_ch_a_asym_t/mask_rcnn.dot @@ -0,0 +1 @@ +../../../2.12/quantized/w_sym_ch_a_asym_t/mask_rcnn.dot \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_ch_a_asym_t/mobilenet_v1.pb b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_ch_a_asym_t/mobilenet_v1.pb new file mode 120000 index 00000000000..a62017786cd --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_ch_a_asym_t/mobilenet_v1.pb @@ -0,0 +1 @@ +../../../2.12/quantized/w_sym_ch_a_asym_t/mobilenet_v1.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_ch_a_asym_t/mobilenet_v2.pb b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_ch_a_asym_t/mobilenet_v2.pb new file mode 120000 index 00000000000..aeaf575629f --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_ch_a_asym_t/mobilenet_v2.pb @@ -0,0 +1 @@ +../../../2.12/quantized/w_sym_ch_a_asym_t/mobilenet_v2.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_ch_a_asym_t/mobilenet_v2_quantize_outputs.pb b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_ch_a_asym_t/mobilenet_v2_quantize_outputs.pb new file mode 120000 index 00000000000..794d631cd1d --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_ch_a_asym_t/mobilenet_v2_quantize_outputs.pb @@ -0,0 +1 @@ +../../../2.12/quantized/w_sym_ch_a_asym_t/mobilenet_v2_quantize_outputs.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_ch_a_asym_t/mobilenet_v3_large.pb b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_ch_a_asym_t/mobilenet_v3_large.pb new file mode 120000 index 00000000000..42adb9e18a2 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_ch_a_asym_t/mobilenet_v3_large.pb @@ -0,0 +1 @@ +../../../2.12/quantized/w_sym_ch_a_asym_t/mobilenet_v3_large.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_ch_a_asym_t/mobilenet_v3_small.pb b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_ch_a_asym_t/mobilenet_v3_small.pb new file mode 120000 index 00000000000..2b7daddc1b3 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_ch_a_asym_t/mobilenet_v3_small.pb @@ -0,0 +1 @@ +../../../2.12/quantized/w_sym_ch_a_asym_t/mobilenet_v3_small.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_ch_a_asym_t/resnet50.pb b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_ch_a_asym_t/resnet50.pb new file mode 120000 index 00000000000..e745dc2b112 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_ch_a_asym_t/resnet50.pb @@ -0,0 +1 @@ +../../../2.12/quantized/w_sym_ch_a_asym_t/resnet50.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_ch_a_asym_t/resnet50v2.pb b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_ch_a_asym_t/resnet50v2.pb new file mode 120000 index 00000000000..05200311a07 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_ch_a_asym_t/resnet50v2.pb @@ -0,0 +1 @@ +../../../2.12/quantized/w_sym_ch_a_asym_t/resnet50v2.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_ch_a_asym_t/retinanet.pb b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_ch_a_asym_t/retinanet.pb new file mode 120000 index 00000000000..13177bf0d5a --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_ch_a_asym_t/retinanet.pb @@ -0,0 +1 @@ +../../../2.12/quantized/w_sym_ch_a_asym_t/retinanet.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_ch_a_asym_t/retinanet_quantize_outputs.pb b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_ch_a_asym_t/retinanet_quantize_outputs.pb new file mode 120000 index 00000000000..e6b423b8146 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_ch_a_asym_t/retinanet_quantize_outputs.pb @@ -0,0 +1 @@ +../../../2.12/quantized/w_sym_ch_a_asym_t/retinanet_quantize_outputs.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_ch_a_asym_t/sequential_model.pb b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_ch_a_asym_t/sequential_model.pb new file mode 120000 index 00000000000..d1bc7197759 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_ch_a_asym_t/sequential_model.pb @@ -0,0 +1 @@ +../../../2.12/quantized/w_sym_ch_a_asym_t/sequential_model.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_ch_a_asym_t/sequential_model_quantize_outputs.pb b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_ch_a_asym_t/sequential_model_quantize_outputs.pb new file mode 120000 index 00000000000..e813fad00ac --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_ch_a_asym_t/sequential_model_quantize_outputs.pb @@ -0,0 +1 @@ +../../../2.12/quantized/w_sym_ch_a_asym_t/sequential_model_quantize_outputs.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_ch_a_asym_t/sequential_no_input_model.pb b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_ch_a_asym_t/sequential_no_input_model.pb new file mode 120000 index 00000000000..c6d43c379dc --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_ch_a_asym_t/sequential_no_input_model.pb @@ -0,0 +1 @@ +../../../2.12/quantized/w_sym_ch_a_asym_t/sequential_no_input_model.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_ch_a_asym_t/shared_layers_model.pb b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_ch_a_asym_t/shared_layers_model.pb new file mode 120000 index 00000000000..5859501afdd --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_ch_a_asym_t/shared_layers_model.pb @@ -0,0 +1 @@ +../../../2.12/quantized/w_sym_ch_a_asym_t/shared_layers_model.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_ch_a_asym_t/shared_layers_model_quantize_outputs.pb b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_ch_a_asym_t/shared_layers_model_quantize_outputs.pb new file mode 120000 index 00000000000..6a7734f8bd9 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_ch_a_asym_t/shared_layers_model_quantize_outputs.pb @@ -0,0 +1 @@ +../../../2.12/quantized/w_sym_ch_a_asym_t/shared_layers_model_quantize_outputs.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_ch_a_asym_t/vgg16.pb b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_ch_a_asym_t/vgg16.pb new file mode 120000 index 00000000000..9c4fbd51839 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_ch_a_asym_t/vgg16.pb @@ -0,0 +1 @@ +../../../2.12/quantized/w_sym_ch_a_asym_t/vgg16.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_ch_a_asym_t/yolo_v4.pb b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_ch_a_asym_t/yolo_v4.pb new file mode 120000 index 00000000000..7761629cd4d --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_ch_a_asym_t/yolo_v4.pb @@ -0,0 +1 @@ +../../../2.12/quantized/w_sym_ch_a_asym_t/yolo_v4.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_t_a_sym_t/densenet121.pb b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_t_a_sym_t/densenet121.pb new file mode 120000 index 00000000000..b4c9c8bf621 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_t_a_sym_t/densenet121.pb @@ -0,0 +1 @@ +../../../2.12/quantized/w_sym_t_a_sym_t/densenet121.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_t_a_sym_t/inception_v3.dot b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_t_a_sym_t/inception_v3.dot new file mode 120000 index 00000000000..cb1cc1f6e62 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_t_a_sym_t/inception_v3.dot @@ -0,0 +1 @@ +../../../2.12/quantized/w_sym_t_a_sym_t/inception_v3.dot \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_t_a_sym_t/mask_rcnn.dot b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_t_a_sym_t/mask_rcnn.dot new file mode 120000 index 00000000000..3faeea6fe2c --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_t_a_sym_t/mask_rcnn.dot @@ -0,0 +1 @@ +../../../2.12/quantized/w_sym_t_a_sym_t/mask_rcnn.dot \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_t_a_sym_t/mobilenet_v1.pb b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_t_a_sym_t/mobilenet_v1.pb new file mode 120000 index 00000000000..a2323a3ae5b --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_t_a_sym_t/mobilenet_v1.pb @@ -0,0 +1 @@ +../../../2.12/quantized/w_sym_t_a_sym_t/mobilenet_v1.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_t_a_sym_t/mobilenet_v2.pb b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_t_a_sym_t/mobilenet_v2.pb new file mode 120000 index 00000000000..82c2fffe73b --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_t_a_sym_t/mobilenet_v2.pb @@ -0,0 +1 @@ +../../../2.12/quantized/w_sym_t_a_sym_t/mobilenet_v2.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_t_a_sym_t/mobilenet_v2_quantize_outputs.pb b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_t_a_sym_t/mobilenet_v2_quantize_outputs.pb new file mode 120000 index 00000000000..844f66c5e17 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_t_a_sym_t/mobilenet_v2_quantize_outputs.pb @@ -0,0 +1 @@ +../../../2.12/quantized/w_sym_t_a_sym_t/mobilenet_v2_quantize_outputs.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_t_a_sym_t/mobilenet_v3_large.pb b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_t_a_sym_t/mobilenet_v3_large.pb new file mode 120000 index 00000000000..dfe53cfceb6 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_t_a_sym_t/mobilenet_v3_large.pb @@ -0,0 +1 @@ +../../../2.12/quantized/w_sym_t_a_sym_t/mobilenet_v3_large.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_t_a_sym_t/mobilenet_v3_small.pb b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_t_a_sym_t/mobilenet_v3_small.pb new file mode 120000 index 00000000000..7df4b37dc48 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_t_a_sym_t/mobilenet_v3_small.pb @@ -0,0 +1 @@ +../../../2.12/quantized/w_sym_t_a_sym_t/mobilenet_v3_small.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_t_a_sym_t/resnet50.pb b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_t_a_sym_t/resnet50.pb new file mode 120000 index 00000000000..109b0c9ac01 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_t_a_sym_t/resnet50.pb @@ -0,0 +1 @@ +../../../2.12/quantized/w_sym_t_a_sym_t/resnet50.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_t_a_sym_t/resnet50v2.pb b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_t_a_sym_t/resnet50v2.pb new file mode 120000 index 00000000000..dfaba2b631b --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_t_a_sym_t/resnet50v2.pb @@ -0,0 +1 @@ +../../../2.12/quantized/w_sym_t_a_sym_t/resnet50v2.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_t_a_sym_t/retinanet.pb b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_t_a_sym_t/retinanet.pb new file mode 120000 index 00000000000..cc2b18cdfa0 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_t_a_sym_t/retinanet.pb @@ -0,0 +1 @@ +../../../2.12/quantized/w_sym_t_a_sym_t/retinanet.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_t_a_sym_t/retinanet_quantize_outputs.pb b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_t_a_sym_t/retinanet_quantize_outputs.pb new file mode 120000 index 00000000000..0c1d746d958 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_t_a_sym_t/retinanet_quantize_outputs.pb @@ -0,0 +1 @@ +../../../2.12/quantized/w_sym_t_a_sym_t/retinanet_quantize_outputs.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_t_a_sym_t/sequential_model.pb b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_t_a_sym_t/sequential_model.pb new file mode 120000 index 00000000000..ce8bc90e2d1 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_t_a_sym_t/sequential_model.pb @@ -0,0 +1 @@ +../../../2.12/quantized/w_sym_t_a_sym_t/sequential_model.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_t_a_sym_t/sequential_model_quantize_outputs.pb b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_t_a_sym_t/sequential_model_quantize_outputs.pb new file mode 120000 index 00000000000..4a837109769 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_t_a_sym_t/sequential_model_quantize_outputs.pb @@ -0,0 +1 @@ +../../../2.12/quantized/w_sym_t_a_sym_t/sequential_model_quantize_outputs.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_t_a_sym_t/sequential_no_input_model.pb b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_t_a_sym_t/sequential_no_input_model.pb new file mode 120000 index 00000000000..542d67d07b5 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_t_a_sym_t/sequential_no_input_model.pb @@ -0,0 +1 @@ +../../../2.12/quantized/w_sym_t_a_sym_t/sequential_no_input_model.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_t_a_sym_t/shared_layers_model.pb b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_t_a_sym_t/shared_layers_model.pb new file mode 120000 index 00000000000..4e04b40f7fe --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_t_a_sym_t/shared_layers_model.pb @@ -0,0 +1 @@ +../../../2.12/quantized/w_sym_t_a_sym_t/shared_layers_model.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_t_a_sym_t/shared_layers_model_quantize_outputs.pb b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_t_a_sym_t/shared_layers_model_quantize_outputs.pb new file mode 120000 index 00000000000..3ea3545e296 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_t_a_sym_t/shared_layers_model_quantize_outputs.pb @@ -0,0 +1 @@ +../../../2.12/quantized/w_sym_t_a_sym_t/shared_layers_model_quantize_outputs.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_t_a_sym_t/vgg16.pb b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_t_a_sym_t/vgg16.pb new file mode 120000 index 00000000000..ebf82f937f8 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_t_a_sym_t/vgg16.pb @@ -0,0 +1 @@ +../../../2.12/quantized/w_sym_t_a_sym_t/vgg16.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_t_a_sym_t/yolo_v4.pb b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_t_a_sym_t/yolo_v4.pb new file mode 120000 index 00000000000..b627a242884 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/quantized/w_sym_t_a_sym_t/yolo_v4.pb @@ -0,0 +1 @@ +../../../2.12/quantized/w_sym_t_a_sym_t/yolo_v4.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/sparsity/magnitude_sparsity/densenet121.pb b/tests/tensorflow/data/reference_graphs/2.15/sparsity/magnitude_sparsity/densenet121.pb new file mode 120000 index 00000000000..8bfaecacec2 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/sparsity/magnitude_sparsity/densenet121.pb @@ -0,0 +1 @@ +../../../2.12/sparsity/magnitude_sparsity/densenet121.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/sparsity/magnitude_sparsity/inception_v3.dot b/tests/tensorflow/data/reference_graphs/2.15/sparsity/magnitude_sparsity/inception_v3.dot new file mode 120000 index 00000000000..a81e0fc50da --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/sparsity/magnitude_sparsity/inception_v3.dot @@ -0,0 +1 @@ +../../../2.12/sparsity/magnitude_sparsity/inception_v3.dot \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/sparsity/magnitude_sparsity/mask_rcnn.dot b/tests/tensorflow/data/reference_graphs/2.15/sparsity/magnitude_sparsity/mask_rcnn.dot new file mode 120000 index 00000000000..a77e73de065 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/sparsity/magnitude_sparsity/mask_rcnn.dot @@ -0,0 +1 @@ +../../../2.12/sparsity/magnitude_sparsity/mask_rcnn.dot \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/sparsity/magnitude_sparsity/mobilenet_v1.pb b/tests/tensorflow/data/reference_graphs/2.15/sparsity/magnitude_sparsity/mobilenet_v1.pb new file mode 120000 index 00000000000..aaac673646c --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/sparsity/magnitude_sparsity/mobilenet_v1.pb @@ -0,0 +1 @@ +../../../2.12/sparsity/magnitude_sparsity/mobilenet_v1.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/sparsity/magnitude_sparsity/mobilenet_v2.pb b/tests/tensorflow/data/reference_graphs/2.15/sparsity/magnitude_sparsity/mobilenet_v2.pb new file mode 120000 index 00000000000..85947f19cfb --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/sparsity/magnitude_sparsity/mobilenet_v2.pb @@ -0,0 +1 @@ +../../../2.12/sparsity/magnitude_sparsity/mobilenet_v2.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/sparsity/magnitude_sparsity/mobilenet_v2_slim.dot b/tests/tensorflow/data/reference_graphs/2.15/sparsity/magnitude_sparsity/mobilenet_v2_slim.dot new file mode 120000 index 00000000000..bbecea6d5b8 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/sparsity/magnitude_sparsity/mobilenet_v2_slim.dot @@ -0,0 +1 @@ +../../../2.12/sparsity/magnitude_sparsity/mobilenet_v2_slim.dot \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/sparsity/magnitude_sparsity/mobilenet_v3_large.pb b/tests/tensorflow/data/reference_graphs/2.15/sparsity/magnitude_sparsity/mobilenet_v3_large.pb new file mode 120000 index 00000000000..b31a7041281 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/sparsity/magnitude_sparsity/mobilenet_v3_large.pb @@ -0,0 +1 @@ +../../../2.12/sparsity/magnitude_sparsity/mobilenet_v3_large.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/sparsity/magnitude_sparsity/mobilenet_v3_small.pb b/tests/tensorflow/data/reference_graphs/2.15/sparsity/magnitude_sparsity/mobilenet_v3_small.pb new file mode 120000 index 00000000000..245a6a92498 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/sparsity/magnitude_sparsity/mobilenet_v3_small.pb @@ -0,0 +1 @@ +../../../2.12/sparsity/magnitude_sparsity/mobilenet_v3_small.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/sparsity/magnitude_sparsity/resnet50.pb b/tests/tensorflow/data/reference_graphs/2.15/sparsity/magnitude_sparsity/resnet50.pb new file mode 120000 index 00000000000..6621bfc64d1 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/sparsity/magnitude_sparsity/resnet50.pb @@ -0,0 +1 @@ +../../../2.12/sparsity/magnitude_sparsity/resnet50.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/sparsity/magnitude_sparsity/resnet50v2.pb b/tests/tensorflow/data/reference_graphs/2.15/sparsity/magnitude_sparsity/resnet50v2.pb new file mode 120000 index 00000000000..3e50cc3498d --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/sparsity/magnitude_sparsity/resnet50v2.pb @@ -0,0 +1 @@ +../../../2.12/sparsity/magnitude_sparsity/resnet50v2.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/sparsity/magnitude_sparsity/retinanet.pb b/tests/tensorflow/data/reference_graphs/2.15/sparsity/magnitude_sparsity/retinanet.pb new file mode 120000 index 00000000000..a8d0f5ea168 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/sparsity/magnitude_sparsity/retinanet.pb @@ -0,0 +1 @@ +../../../2.12/sparsity/magnitude_sparsity/retinanet.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/sparsity/magnitude_sparsity/sequential_model.pb b/tests/tensorflow/data/reference_graphs/2.15/sparsity/magnitude_sparsity/sequential_model.pb new file mode 120000 index 00000000000..beb67ce3e37 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/sparsity/magnitude_sparsity/sequential_model.pb @@ -0,0 +1 @@ +../../../2.12/sparsity/magnitude_sparsity/sequential_model.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/sparsity/magnitude_sparsity/sequential_no_input_model.pb b/tests/tensorflow/data/reference_graphs/2.15/sparsity/magnitude_sparsity/sequential_no_input_model.pb new file mode 120000 index 00000000000..c77bd74851e --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/sparsity/magnitude_sparsity/sequential_no_input_model.pb @@ -0,0 +1 @@ +../../../2.12/sparsity/magnitude_sparsity/sequential_no_input_model.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/sparsity/magnitude_sparsity/shared_layers_model.pb b/tests/tensorflow/data/reference_graphs/2.15/sparsity/magnitude_sparsity/shared_layers_model.pb new file mode 120000 index 00000000000..170e1c71544 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/sparsity/magnitude_sparsity/shared_layers_model.pb @@ -0,0 +1 @@ +../../../2.12/sparsity/magnitude_sparsity/shared_layers_model.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/sparsity/magnitude_sparsity/vgg16.pb b/tests/tensorflow/data/reference_graphs/2.15/sparsity/magnitude_sparsity/vgg16.pb new file mode 120000 index 00000000000..126e16648d1 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/sparsity/magnitude_sparsity/vgg16.pb @@ -0,0 +1 @@ +../../../2.12/sparsity/magnitude_sparsity/vgg16.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/sparsity/magnitude_sparsity/yolo_v4.pb b/tests/tensorflow/data/reference_graphs/2.15/sparsity/magnitude_sparsity/yolo_v4.pb new file mode 120000 index 00000000000..e3c751adf71 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/sparsity/magnitude_sparsity/yolo_v4.pb @@ -0,0 +1 @@ +../../../2.12/sparsity/magnitude_sparsity/yolo_v4.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/sparsity/rb_sparsity/densenet121.dot b/tests/tensorflow/data/reference_graphs/2.15/sparsity/rb_sparsity/densenet121.dot new file mode 120000 index 00000000000..f91cc6bac4a --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/sparsity/rb_sparsity/densenet121.dot @@ -0,0 +1 @@ +../../../2.12/sparsity/rb_sparsity/densenet121.dot \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/sparsity/rb_sparsity/inception_resnet_v2.dot b/tests/tensorflow/data/reference_graphs/2.15/sparsity/rb_sparsity/inception_resnet_v2.dot new file mode 120000 index 00000000000..fbd8056431d --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/sparsity/rb_sparsity/inception_resnet_v2.dot @@ -0,0 +1 @@ +../../../2.12/sparsity/rb_sparsity/inception_resnet_v2.dot \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/sparsity/rb_sparsity/inception_v3.dot b/tests/tensorflow/data/reference_graphs/2.15/sparsity/rb_sparsity/inception_v3.dot new file mode 120000 index 00000000000..c890fe1a3a8 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/sparsity/rb_sparsity/inception_v3.dot @@ -0,0 +1 @@ +../../../2.12/sparsity/rb_sparsity/inception_v3.dot \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/sparsity/rb_sparsity/mask_rcnn.dot b/tests/tensorflow/data/reference_graphs/2.15/sparsity/rb_sparsity/mask_rcnn.dot new file mode 120000 index 00000000000..3249a992f7a --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/sparsity/rb_sparsity/mask_rcnn.dot @@ -0,0 +1 @@ +../../../2.12/sparsity/rb_sparsity/mask_rcnn.dot \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/sparsity/rb_sparsity/mobilenet_v1.dot b/tests/tensorflow/data/reference_graphs/2.15/sparsity/rb_sparsity/mobilenet_v1.dot new file mode 120000 index 00000000000..02dffae448f --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/sparsity/rb_sparsity/mobilenet_v1.dot @@ -0,0 +1 @@ +../../../2.12/sparsity/rb_sparsity/mobilenet_v1.dot \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/sparsity/rb_sparsity/mobilenet_v2.dot b/tests/tensorflow/data/reference_graphs/2.15/sparsity/rb_sparsity/mobilenet_v2.dot new file mode 120000 index 00000000000..e3436b6ee87 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/sparsity/rb_sparsity/mobilenet_v2.dot @@ -0,0 +1 @@ +../../../2.12/sparsity/rb_sparsity/mobilenet_v2.dot \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/sparsity/rb_sparsity/mobilenet_v3_large.dot b/tests/tensorflow/data/reference_graphs/2.15/sparsity/rb_sparsity/mobilenet_v3_large.dot new file mode 120000 index 00000000000..a8c63fd9210 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/sparsity/rb_sparsity/mobilenet_v3_large.dot @@ -0,0 +1 @@ +../../../2.12/sparsity/rb_sparsity/mobilenet_v3_large.dot \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/sparsity/rb_sparsity/mobilenet_v3_small.dot b/tests/tensorflow/data/reference_graphs/2.15/sparsity/rb_sparsity/mobilenet_v3_small.dot new file mode 120000 index 00000000000..a34204e0453 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/sparsity/rb_sparsity/mobilenet_v3_small.dot @@ -0,0 +1 @@ +../../../2.12/sparsity/rb_sparsity/mobilenet_v3_small.dot \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/sparsity/rb_sparsity/nasnet_mobile.dot b/tests/tensorflow/data/reference_graphs/2.15/sparsity/rb_sparsity/nasnet_mobile.dot new file mode 120000 index 00000000000..9452f1cf54c --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/sparsity/rb_sparsity/nasnet_mobile.dot @@ -0,0 +1 @@ +../../../2.12/sparsity/rb_sparsity/nasnet_mobile.dot \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/sparsity/rb_sparsity/resnet50.dot b/tests/tensorflow/data/reference_graphs/2.15/sparsity/rb_sparsity/resnet50.dot new file mode 120000 index 00000000000..dee98c70db2 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/sparsity/rb_sparsity/resnet50.dot @@ -0,0 +1 @@ +../../../2.12/sparsity/rb_sparsity/resnet50.dot \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/sparsity/rb_sparsity/resnet50v2.dot b/tests/tensorflow/data/reference_graphs/2.15/sparsity/rb_sparsity/resnet50v2.dot new file mode 120000 index 00000000000..5f560112cca --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/sparsity/rb_sparsity/resnet50v2.dot @@ -0,0 +1 @@ +../../../2.12/sparsity/rb_sparsity/resnet50v2.dot \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/sparsity/rb_sparsity/retinanet.dot b/tests/tensorflow/data/reference_graphs/2.15/sparsity/rb_sparsity/retinanet.dot new file mode 120000 index 00000000000..01d00c8f317 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/sparsity/rb_sparsity/retinanet.dot @@ -0,0 +1 @@ +../../../2.12/sparsity/rb_sparsity/retinanet.dot \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/sparsity/rb_sparsity/sequential_model.dot b/tests/tensorflow/data/reference_graphs/2.15/sparsity/rb_sparsity/sequential_model.dot new file mode 120000 index 00000000000..17966bb2898 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/sparsity/rb_sparsity/sequential_model.dot @@ -0,0 +1 @@ +../../../2.12/sparsity/rb_sparsity/sequential_model.dot \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/sparsity/rb_sparsity/sequential_no_input_model.dot b/tests/tensorflow/data/reference_graphs/2.15/sparsity/rb_sparsity/sequential_no_input_model.dot new file mode 120000 index 00000000000..be226417685 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/sparsity/rb_sparsity/sequential_no_input_model.dot @@ -0,0 +1 @@ +../../../2.12/sparsity/rb_sparsity/sequential_no_input_model.dot \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/sparsity/rb_sparsity/shared_layers_model.dot b/tests/tensorflow/data/reference_graphs/2.15/sparsity/rb_sparsity/shared_layers_model.dot new file mode 120000 index 00000000000..d1f2307d2f4 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/sparsity/rb_sparsity/shared_layers_model.dot @@ -0,0 +1 @@ +../../../2.12/sparsity/rb_sparsity/shared_layers_model.dot \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/sparsity/rb_sparsity/vgg16.dot b/tests/tensorflow/data/reference_graphs/2.15/sparsity/rb_sparsity/vgg16.dot new file mode 120000 index 00000000000..17b5b155fd2 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/sparsity/rb_sparsity/vgg16.dot @@ -0,0 +1 @@ +../../../2.12/sparsity/rb_sparsity/vgg16.dot \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/sparsity/rb_sparsity/xception.dot b/tests/tensorflow/data/reference_graphs/2.15/sparsity/rb_sparsity/xception.dot new file mode 120000 index 00000000000..0f4f7348f52 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/sparsity/rb_sparsity/xception.dot @@ -0,0 +1 @@ +../../../2.12/sparsity/rb_sparsity/xception.dot \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.15/sparsity/rb_sparsity/yolo_v4.dot b/tests/tensorflow/data/reference_graphs/2.15/sparsity/rb_sparsity/yolo_v4.dot new file mode 120000 index 00000000000..04357a63b72 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.15/sparsity/rb_sparsity/yolo_v4.dot @@ -0,0 +1 @@ +../../../2.12/sparsity/rb_sparsity/yolo_v4.dot \ No newline at end of file diff --git a/tests/tensorflow/requirements.txt b/tests/tensorflow/requirements.txt index 96c86a0c338..d9924cc6765 100644 --- a/tests/tensorflow/requirements.txt +++ b/tests/tensorflow/requirements.txt @@ -1,6 +1,7 @@ -c ../../constraints.txt PyYAML -tensorflow_addons==0.20.0 +tensorflow_addons==0.20.0; python_version < '3.9' +tensorflow_addons==0.23.0; python_version >= '3.9' tensorflow-metadata==1.13.0 pytest pytest-cov @@ -11,7 +12,4 @@ pydot tensorflow_hub virtualenv -# filelock 3.12.3 requires typing-extensions>=4.7.1, but tensorflow 2.12.1 requires typing-extensions<4.6.0,>=3.6.6 -# TODO: remove after upgrade to TF 2.13 -filelock<3.12.3 openvino diff --git a/tests/tensorflow/sparsity/rb/test_components.py b/tests/tensorflow/sparsity/rb/test_components.py index d4c46b14045..acb9b2db612 100644 --- a/tests/tensorflow/sparsity/rb/test_components.py +++ b/tests/tensorflow/sparsity/rb/test_components.py @@ -73,17 +73,26 @@ def wrapper(*args, **kwargs): return wrapper +@pytest.fixture(scope="module") +def mirrored_strategy(): + gpus = tf.config.list_physical_devices("GPU") + if len(gpus) == 0: + return tf.distribute.get_strategy() + num_of_replicas = 3 + strategy = tf.distribute.MirroredStrategy([f"GPU:{i}" for i in range(num_of_replicas)]) + return strategy + + @pytest.mark.parametrize("quantization", [False, True], ids=["without_quantization", "with_quantization"]) @patch("nncf.tensorflow.sparsity.rb.operation.calc_rb_binary_mask", new=calc_rb_mask_decorator(calc_rb_binary_mask)) -def test_distributed_masks_are_equal(quantization): +def test_distributed_masks_are_equal(quantization, mirrored_strategy): # Clean output file with contextlib.suppress(OSError): os.remove(MASKS_SEEDS_PATH) # Fill file with seeds num_of_replicas = 3 - strategy = tf.distribute.MirroredStrategy([f"GPU:{i}" for i in range(num_of_replicas)]) - with strategy.scope(): + with mirrored_strategy.scope(): config = NNCFConfig.from_json(CONF) if quantization: config.update({"compression": [config["compression"], {"algorithm": "quantization"}]}) diff --git a/tests/tensorflow/sparsity/rb/test_integration.py b/tests/tensorflow/sparsity/rb/test_integration.py index 2c43945fb90..0935b3d2ef3 100644 --- a/tests/tensorflow/sparsity/rb/test_integration.py +++ b/tests/tensorflow/sparsity/rb/test_integration.py @@ -137,10 +137,10 @@ def test_rb_sparse_target_lenet(distributed, deterministic_mode): batch_size = 128 if distributed: - num_of_replicas = 3 - strategy = tf.distribute.MirroredStrategy([f"GPU:{i}" for i in range(num_of_replicas)]) + coeff = 3 + strategy = tf.distribute.MirroredStrategy() else: - num_of_replicas = 1 + coeff = 1 strategy = tf.distribute.OneDeviceStrategy("device:CPU:0") tf.keras.backend.clear_session() @@ -199,7 +199,7 @@ def on_epoch_end(self, epoch, logs=None): compress_model.compile( loss=loss_obj, - optimizer=tf.keras.optimizers.Adam(5e-3 * num_of_replicas), + optimizer=tf.keras.optimizers.Adam(5e-3 * coeff), metrics=metrics, ) diff --git a/tests/tensorflow/test_sanity_sample.py b/tests/tensorflow/test_sanity_sample.py index 429793949c4..fea641326e4 100644 --- a/tests/tensorflow/test_sanity_sample.py +++ b/tests/tensorflow/test_sanity_sample.py @@ -17,6 +17,7 @@ import pytest import tensorflow as tf +from tensorflow.python.eager import context import nncf from examples.common.sample_config import EVAL_ONLY_ERROR_TEXT @@ -215,6 +216,7 @@ def test_model_eval(_config, tmp_path): @pytest.mark.nightly @pytest.mark.dependency(name="tf_test_model_train") def test_model_train(_config, tmp_path, _case_common_dirs): + context._reset_context() if _config["sample_type"] == "segmentation": pytest.skip("ticket #58759") checkpoint_save_dir = os.path.join(_case_common_dirs["checkpoint_save_dir"], _config["tid"]) From 082841c320adfed4fe29f0f15c63488c1a1bf711 Mon Sep 17 00:00:00 2001 From: Alexander Dokuchaev Date: Mon, 1 Jul 2024 11:46:56 +0300 Subject: [PATCH 13/30] [PT] Quantization of addmm function (#2713) ### Changes - quantize addmm function - add gpt2 to post_training tests - add calculation int8 annd int4 const data for ptq ### Related tickets 142356 --- nncf/onnx/graph/nncf_graph_builder.py | 12 +-- nncf/openvino/graph/layout.py | 2 +- nncf/openvino/graph/node_utils.py | 4 +- .../algorithms/min_max/algorithm.py | 6 +- .../algorithms/min_max/backend.py | 10 +- .../algorithms/min_max/onnx_backend.py | 6 +- .../algorithms/min_max/openvino_backend.py | 4 +- .../algorithms/min_max/torch_backend.py | 71 ++++++++----- .../layer_attributes_handlers.py | 8 -- nncf/torch/graph/graph_builder.py | 2 +- nncf/torch/graph/operator_metatypes.py | 1 + nncf/torch/model_graph_manager.py | 25 +++++ tests/onnx/quantization/test_ptq_params.py | 2 + .../quantization/test_quantizer_config.py | 3 + .../data/ptq_reference_data.yaml | 8 ++ tests/post_training/model_scope.py | 12 +++ tests/post_training/pipelines/base.py | 10 ++ tests/post_training/pipelines/gpt.py | 99 +++++++++++++++++++ tests/post_training/test_templates/models.py | 59 ++++++++--- .../test_templates/test_min_max.py | 18 ++-- tests/torch/ptq/helpers.py | 27 ++++- tests/torch/ptq/test_min_max.py | 12 ++- tests/torch/test_model_graph_manager.py | 49 +++++++++ tests/torch/test_statistics_aggregator.py | 19 ---- 24 files changed, 370 insertions(+), 99 deletions(-) create mode 100644 tests/post_training/pipelines/gpt.py diff --git a/nncf/onnx/graph/nncf_graph_builder.py b/nncf/onnx/graph/nncf_graph_builder.py index 026f1600534..834fcbccced 100644 --- a/nncf/onnx/graph/nncf_graph_builder.py +++ b/nncf/onnx/graph/nncf_graph_builder.py @@ -46,8 +46,8 @@ class ONNXLayerAttributes(BaseLayerAttributes): Every NNCFNode for ONNX backend has a ONNXLayerAttributes. If node has weight tensor(-s), information for algorithms about weight is stored in weight_attrs. If node has bias tensor, information for algorithms about bias is stored in bias_attrs. - If node has attibutes needed for algorithms, they are stored in node_attrs. - E.g. 'transA' attirbute of Gemm node for Quantization. + If node has attributes needed for algorithms, they are stored in node_attrs. + E.g. 'transA' attribute of Gemm node for Quantization. """ def __init__( @@ -57,8 +57,8 @@ def __init__( node_attrs: Optional[Dict[str, Any]] = None, ): """ - :param weight_attrs: Maps input port id asocciated with weight to a weight description. - :param bias_attrs: Maps bias tensor name asocciated with weight to a weight description. + :param weight_attrs: Maps input port id associated with weight to a weight description. + :param bias_attrs: Maps bias tensor name associated with weight to a weight description. :param node_attrs: Maps attribute name to an attribute value. """ self.weight_attrs = weight_attrs if weight_attrs is not None else {} @@ -155,10 +155,10 @@ def _is_node_with_bias(node: onnx.NodeProto, model: onnx.ModelProto) -> bool: def _get_gemm_attrs(node: onnx.NodeProto) -> Dict[str, int]: """ - Returns transpose attrbiutes of GEMM node. + Returns transpose attributes of GEMM node. :param node: GEMM node. - :return: Trnaspose attributes. + :return: Transpose attributes. """ gemm_attrs = {"transA": 0, "transB": 0} attribute_names = ["transA", "transB"] diff --git a/nncf/openvino/graph/layout.py b/nncf/openvino/graph/layout.py index 1403cbd679e..0ad8c6e33ae 100644 --- a/nncf/openvino/graph/layout.py +++ b/nncf/openvino/graph/layout.py @@ -28,7 +28,7 @@ class OVLayoutElem(Enum): C_IN: Input channels dimension. C_OUT: Output channels dimension. SPATIAL: Spatial dimension. - GROUPS: Groups dimention. + GROUPS: Groups dimension. """ C_IN = "channels_in" diff --git a/nncf/openvino/graph/node_utils.py b/nncf/openvino/graph/node_utils.py index f653f1f6c89..c9b70ff2ce1 100644 --- a/nncf/openvino/graph/node_utils.py +++ b/nncf/openvino/graph/node_utils.py @@ -366,7 +366,7 @@ def get_weight_channel_axes(node: NNCFNode) -> List[int]: """ Returns axes numbers of the weight tensor which correspond to its channels. - :param node: NNCCFNode with weights. + :param node: NNCFNode with weights. :param weights_port_id: Weight port id of the target node. :return: Axes numbers of the weight tensor which correspond to its channels. """ @@ -412,7 +412,7 @@ def get_weighted_layer_attributes( ov_node: ov.Node, ov_metatype: OVOpMetatype, constant_attributes: Dict[int, Any] ) -> WeightedLayerAttributes: """ - Funciton retrieves common layer attributes from the given node. + Function retrieves common layer attributes from the given node. :param ov_node: TargetOpenvino graph node instance. :param ov_metatype: NNCF Openvino metatype of the given node. diff --git a/nncf/quantization/algorithms/min_max/algorithm.py b/nncf/quantization/algorithms/min_max/algorithm.py index 2ffd27b81dd..3320224d242 100644 --- a/nncf/quantization/algorithms/min_max/algorithm.py +++ b/nncf/quantization/algorithms/min_max/algorithm.py @@ -448,7 +448,9 @@ def _get_stat_collector( channel_axes = () if qconfig.per_channel: - channel_axes = self._backend_entity.get_weight_quantization_axes(node, target_point) if is_weight else (1,) + channel_axes = ( + self._backend_entity.get_weight_quantization_axes(node, target_point, len(shape)) if is_weight else (1,) + ) # Weight statistics is constant, so only one collection is enough. num_samples = self._subset_size if not is_weight else 1 @@ -674,7 +676,7 @@ def _get_weight_quantization_target_points( weight_quantization_target_points = [] node_name = quantization_point.insertion_point.target_node_name node = nncf_graph.get_node_by_name(node_name) - weights_port_ids = self._backend_entity.get_weight_tensor_port_ids(node) + weights_port_ids = self._backend_entity.get_weight_tensor_port_ids(node, nncf_graph) for port_id in weights_port_ids: weight_quantization_target_points.append( self._backend_entity.target_point(TargetType.OPERATION_WITH_WEIGHTS, node_name, port_id) diff --git a/nncf/quantization/algorithms/min_max/backend.py b/nncf/quantization/algorithms/min_max/backend.py index a61a00b570e..1084e2d0dab 100644 --- a/nncf/quantization/algorithms/min_max/backend.py +++ b/nncf/quantization/algorithms/min_max/backend.py @@ -194,7 +194,7 @@ def get_start_nodes_for_activation_path_tracing(nncf_graph: NNCFGraph) -> List[N @abstractmethod def get_target_point_shape(nncf_graph: NNCFGraph, node: NNCFNode, target_point: TargetPoint) -> Tuple[int, ...]: """ - Returns shape of a targer point tensor. + Returns shape of a target point tensor. :param nncf_graph: NNCFGraph instance. :param node: NNCFNode. @@ -204,12 +204,13 @@ def get_target_point_shape(nncf_graph: NNCFGraph, node: NNCFNode, target_point: @staticmethod @abstractmethod - def get_weight_quantization_axes(node: NNCFNode, target_point: TargetPoint) -> Tuple[int, ...]: + def get_weight_quantization_axes(node: NNCFNode, target_point: TargetPoint, ndims: int) -> Tuple[int, ...]: """ Returns axes for per-channel quantization of weights of the node placed on a input port_id. - :param node: Quantized node with the wieght. + :param node: Quantized node with the weight. :param target_point: Corresponding target point. + :param ndims: Number of dimensions of weight. :return: Axes for per-channel quantization of weights. """ @@ -237,11 +238,12 @@ def get_statistic_collector( @staticmethod @abstractmethod - def get_weight_tensor_port_ids(node: NNCFNode) -> List[Optional[int]]: + def get_weight_tensor_port_ids(node: NNCFNode, graph: NNCFGraph) -> List[Optional[int]]: """ Returns node's input port indices with weight tensors. :param node: NNCFNode to find its weight input port indices. + :param graph: NNCFGraph instance. :return: Weights input port indices. """ diff --git a/nncf/quantization/algorithms/min_max/onnx_backend.py b/nncf/quantization/algorithms/min_max/onnx_backend.py index 95730a29029..5abf5073f9e 100644 --- a/nncf/quantization/algorithms/min_max/onnx_backend.py +++ b/nncf/quantization/algorithms/min_max/onnx_backend.py @@ -127,7 +127,7 @@ def create_quantizer_insertion_command( node = nncf_graph.get_node_by_name(target_point.target_node_name) axis = () if quantizer_config.per_channel: - axis = ONNXMinMaxAlgoBackend.get_weight_quantization_axes(node, target_point) if is_weight else (1,) + axis = ONNXMinMaxAlgoBackend.get_weight_quantization_axes(node, target_point, None) if is_weight else (1,) onnx_parameters = convert_fq_params_to_onnx_params(parameters, quantizer_config.num_bits, tensor_type, axis) return ONNXQuantizerInsertionCommand(target_point, nncf_input_node_next_nodes, onnx_parameters) @@ -161,7 +161,7 @@ def get_target_point_shape(nncf_graph: NNCFGraph, node: NNCFNode, target_point: return get_quantized_tensor_shape(nncf_graph, node, target_point) @staticmethod - def get_weight_quantization_axes(node: NNCFNode, target_point: ONNXTargetPoint) -> Tuple[int]: + def get_weight_quantization_axes(node: NNCFNode, target_point: ONNXTargetPoint, ndims: int) -> Tuple[int]: return (get_weight_quantization_axis(node, target_point.port_id),) @staticmethod @@ -211,7 +211,7 @@ def get_statistic_collector( return collector @staticmethod - def get_weight_tensor_port_ids(node: NNCFNode) -> List[Optional[int]]: + def get_weight_tensor_port_ids(node: NNCFNode, graph: NNCFGraph) -> List[Optional[int]]: return list(node.layer_attributes.weight_attrs.keys()) @staticmethod diff --git a/nncf/quantization/algorithms/min_max/openvino_backend.py b/nncf/quantization/algorithms/min_max/openvino_backend.py index 99abbe433a2..fb8f7d82187 100644 --- a/nncf/quantization/algorithms/min_max/openvino_backend.py +++ b/nncf/quantization/algorithms/min_max/openvino_backend.py @@ -145,7 +145,7 @@ def get_target_point_shape(nncf_graph: NNCFGraph, node: NNCFNode, target_point: raise NotImplementedError(f"Unsupported target point type {target_point.type}.") @staticmethod - def get_weight_quantization_axes(node: NNCFNode, target_point: OVTargetPoint) -> Tuple[int]: + def get_weight_quantization_axes(node: NNCFNode, target_point: OVTargetPoint, ndims: int) -> Tuple[int]: return tuple(get_weight_channel_axes(node)) @staticmethod @@ -195,7 +195,7 @@ def get_statistic_collector( return collector @staticmethod - def get_weight_tensor_port_ids(node: NNCFNode) -> List[Optional[int]]: + def get_weight_tensor_port_ids(node: NNCFNode, graph: NNCFGraph) -> List[Optional[int]]: return node.layer_attributes.get_const_port_ids() @staticmethod diff --git a/nncf/quantization/algorithms/min_max/torch_backend.py b/nncf/quantization/algorithms/min_max/torch_backend.py index e372b32d640..dc53ee781d9 100644 --- a/nncf/quantization/algorithms/min_max/torch_backend.py +++ b/nncf/quantization/algorithms/min_max/torch_backend.py @@ -18,7 +18,6 @@ from nncf.common.graph.definitions import NNCFGraphNodeType from nncf.common.graph.graph import NNCFGraph from nncf.common.graph.graph import NNCFNode -from nncf.common.graph.layer_attributes import WeightedLayerAttributes from nncf.common.graph.operator_metatypes import OperatorMetatype from nncf.common.graph.transformations.commands import TargetType from nncf.common.graph.transformations.commands import TransformationCommand @@ -43,6 +42,9 @@ from nncf.torch.graph.transformations.commands import PTInsertionCommand from nncf.torch.graph.transformations.commands import PTSharedFnInsertionCommand from nncf.torch.hardware.config import PTHWConfig +from nncf.torch.model_graph_manager import get_const_node +from nncf.torch.model_graph_manager import get_weight_channel_axes +from nncf.torch.model_graph_manager import get_weight_tensor_port_ids from nncf.torch.nncf_network import NNCFNetwork from nncf.torch.quantization.default_quantization import DEFAULT_PT_QUANT_TRAIT_TO_OP_DICT from nncf.torch.quantization.layers import QUANTIZATION_MODULES @@ -61,7 +63,7 @@ class PTMinMaxAlgoBackend(MinMaxAlgoBackend): @property def mat_mul_metatypes(self) -> List[OperatorMetatype]: - return [om.PTLinearMetatype, om.PTMatMulMetatype] + return [om.PTLinearMetatype, om.PTMatMulMetatype, om.PTAddmmMetatype] @property def post_processing_metatypes(self) -> List[OperatorMetatype]: @@ -139,14 +141,12 @@ def create_convert_insertion_command( raise nncf.InternalError("FakeConvert insertion not implemented in PyTorch backend!") @staticmethod - def get_target_point_shape(nncf_graph: NNCFGraph, node: NNCFNode, target_point: PTTargetPoint) -> Tuple[int, ...]: - if target_point.is_weight_target_point(): - return tuple(node.layer_attributes.get_weight_shape()) + def get_target_point_shape(nncf_graph: PTNNCFGraph, node: NNCFNode, target_point: PTTargetPoint) -> Tuple[int, ...]: return nncf_graph.get_input_shape_for_insertion_point(target_point) @staticmethod - def get_weight_quantization_axes(node: NNCFNode, target_point: PTTargetPoint) -> Tuple[int]: - return (node.layer_attributes.get_target_dim_for_compression(),) + def get_weight_quantization_axes(node: NNCFNode, target_point: PTTargetPoint, ndims: int) -> Tuple[int]: + return get_weight_channel_axes(node.metatype, ndims, target_point.input_port_id) @staticmethod def get_statistic_collector( @@ -197,8 +197,8 @@ def get_statistic_collector( return collector @staticmethod - def get_weight_tensor_port_ids(node: NNCFNode) -> List[Optional[int]]: - return node.metatype.weight_port_ids + def get_weight_tensor_port_ids(node: NNCFNode, graph: NNCFGraph) -> List[Optional[int]]: + return get_weight_tensor_port_ids(node, graph) @staticmethod def get_weight_name(nncf_graph: NNCFGraph, target_point: PTTargetPoint) -> str: @@ -216,23 +216,40 @@ def get_weight_config(config: QuantizerConfig, model: NNCFNetwork) -> QuantizerC @staticmethod def _get_input_scale_shape( nncf_graph: NNCFGraph, target_point: PTTargetPoint, per_channel: bool - ) -> Tuple[Tuple[int, ...], Tuple[int, ...], int]: + ) -> Tuple[int, ...]: + """ + Determines the scale shape for the input data at a given target point in the NNCF graph. + + :param nncf_graph: The graph representing the neural network for compression. + :param target_point: The target point in the graph where the input scale shape is required. + :param per_channel: Whether the scaling is per-channel or per-tensor. + + :return: Tuple[int, ...]: The shape of the scale to be applied to the input. + """ + is_weights = target_point.is_weight_target_point() if is_weights: - module_node = nncf_graph.get_node_by_name(target_point.target_node_name) - layer_attributes = module_node.layer_attributes - assert isinstance(layer_attributes, WeightedLayerAttributes) - input_shape = layer_attributes.get_weight_shape() - channel_idx = layer_attributes.get_target_dim_for_compression() + node_with_weight = nncf_graph.get_node_by_name(target_point.target_node_name) + weight_node = get_const_node(node_with_weight, target_point.input_port_id, nncf_graph) + input_shape = weight_node.layer_attributes.shape + channel_axes = get_weight_channel_axes( + node_with_weight.metatype, len(input_shape), target_point.input_port_id + ) else: input_shape = nncf_graph.get_input_shape_for_insertion_point(target_point) - channel_idx = 1 # channel dim for activations + channel_axes = (1,) # channel dim for activations - scale_shape = tuple( - get_scale_shape(input_shape, is_weights=is_weights, per_channel=per_channel, channel_idx=channel_idx) - ) + if len(channel_axes): + scale_shape = tuple( + get_scale_shape( + input_shape, is_weights=is_weights, per_channel=per_channel, channel_idx=channel_axes[0] + ) + ) + else: + # For cases where weights are vectors that should be quantized as per-tensor + scale_shape = [1] - return input_shape, scale_shape, channel_idx + return scale_shape @staticmethod def _create_quantizer( @@ -260,7 +277,9 @@ def _create_quantizer( return quantizer @staticmethod - def _fill_quantizer_parameters(quantizer: BaseQuantizer, parameters: FakeQuantizeParameters, scale_shape) -> None: + def _fill_quantizer_parameters( + quantizer: BaseQuantizer, parameters: FakeQuantizeParameters, scale_shape: Tuple[int, ...] + ) -> None: if isinstance(quantizer, AsymmetricQuantizer): quantizer.input_low = torch.nn.Parameter(parameters.input_low.data.reshape(scale_shape)) input_range = parameters.input_high - parameters.input_low @@ -280,9 +299,7 @@ def create_quantizer_insertion_command( quantizer_config: QuantizerConfig, parameters: FakeQuantizeParameters, ) -> Union[PTInsertionCommand, PTSharedFnInsertionCommand]: - _, scale_shape, _ = PTMinMaxAlgoBackend._get_input_scale_shape( - nncf_graph, target_point, quantizer_config.per_channel - ) + scale_shape = PTMinMaxAlgoBackend._get_input_scale_shape(nncf_graph, target_point, quantizer_config.per_channel) quantizer = PTMinMaxAlgoBackend._create_quantizer( quantizer_config, scale_shape, parameters, target_point.target_type @@ -296,7 +313,7 @@ def create_unified_scales_quantizers_insertion_commands( quantizer_config: QuantizerConfig, parameters: FakeQuantizeParameters, ) -> List[PTSharedFnInsertionCommand]: - _, scale_shape, _ = PTMinMaxAlgoBackend._get_input_scale_shape( + scale_shape = PTMinMaxAlgoBackend._get_input_scale_shape( nncf_graph, target_points[0], quantizer_config.per_channel ) @@ -347,5 +364,7 @@ def get_ignored_names_by_layer_attributes(nncf_graph: NNCFGraph) -> List[str]: @staticmethod def get_weight_nodes(nncf_graph: NNCFGraph) -> List[NNCFNode]: return [ - node for node in nncf_graph.get_all_nodes() if isinstance(node.layer_attributes, WeightedLayerAttributes) + node + for node in nncf_graph.get_all_nodes() + if issubclass(node.metatype, om.PTOperatorMetatype) and node.metatype.weight_port_ids ] diff --git a/nncf/torch/dynamic_graph/layer_attributes_handlers.py b/nncf/torch/dynamic_graph/layer_attributes_handlers.py index 44eec3e0d3d..0cddc2e3424 100644 --- a/nncf/torch/dynamic_graph/layer_attributes_handlers.py +++ b/nncf/torch/dynamic_graph/layer_attributes_handlers.py @@ -30,11 +30,6 @@ from nncf.common.graph.operator_metatypes import get_all_aliases from nncf.common.graph.utils import get_split_axis from nncf.torch.dynamic_graph.trace_tensor import TracedParameter -from nncf.torch.layers import NNCF_MODULES_DICT - -OP_NAMES_REQUIRING_MODULE_ATTRS = [v.op_func_name for v in NNCF_MODULES_DICT] + list( - om.PTGroupNormMetatype.get_all_aliases() -) TRANSPOSE_OP_NAMES = ["transpose", "transpose_"] PERMUTE_OP_NAMES = ["permute"] @@ -51,9 +46,6 @@ PAD_OP_NAMES = om.PTPadMetatype.get_all_aliases() CONCAT_OP_NAMES = om.PTCatMetatype.get_all_aliases() CONST_OP_NAMES = ConstNoopMetatype.get_all_aliases() -OP_NAMES_REQUIRING_ATTRS_FROM_ARGS_KWARGS = list( - TRANSPOSE_OP_NAMES + PERMUTE_OP_NAMES + GETITEM_OP_NAMES + PAD_OP_NAMES + CONCAT_OP_NAMES + CONST_OP_NAMES -) def get_layer_attributes_from_args_and_kwargs(op_name: str, args, kwargs) -> BaseLayerAttributes: diff --git a/nncf/torch/graph/graph_builder.py b/nncf/torch/graph/graph_builder.py index 7e8b3a38992..e4639d1da83 100644 --- a/nncf/torch/graph/graph_builder.py +++ b/nncf/torch/graph/graph_builder.py @@ -77,7 +77,7 @@ def build_graph( class GraphConverter: @staticmethod - def convert(dynamic_graph: DynamicGraph, traced_parameters) -> PTNNCFGraph: + def convert(dynamic_graph: DynamicGraph, traced_parameters: bool) -> PTNNCFGraph: module_id_vs_known_op_addrs_map: Dict[int, Set[Scope]] = defaultdict(set) for dynamic_graph_node in dynamic_graph.get_all_nodes(): # Skip const nodes to detect shared nodes diff --git a/nncf/torch/graph/operator_metatypes.py b/nncf/torch/graph/operator_metatypes.py index 0e0bca6e770..97835f2162a 100644 --- a/nncf/torch/graph/operator_metatypes.py +++ b/nncf/torch/graph/operator_metatypes.py @@ -50,6 +50,7 @@ class PTOperatorMetatype(OperatorMetatype): external_op_names: List[str] = [] num_expected_input_edges: Optional[int] = None + weight_port_ids: List[int] = [] module_to_function_names: Dict[NamespaceTarget, List[str]] = { NamespaceTarget.TORCH_NN_FUNCTIONAL: [], diff --git a/nncf/torch/model_graph_manager.py b/nncf/torch/model_graph_manager.py index 0d7120ba07b..69dbf32527b 100644 --- a/nncf/torch/model_graph_manager.py +++ b/nncf/torch/model_graph_manager.py @@ -337,3 +337,28 @@ def get_fake_quantizer( if isinstance(module, BaseQuantizer): return module return None + + +def get_weight_channel_axes(metatype: om.PTOperatorMetatype, ndims: int, input_port_id: int) -> Tuple[int, ...]: + """ + Returns axes numbers of the weight tensor which correspond to its channels. + + :param metatype: The node metatype for which the target dimension is being determined. + :param input_port_id: The input port id. + :return: The target dimension for weight compression. + """ + if metatype == om.PTAddmmMetatype: + if input_port_id == 1: + return (ndims - 2,) + if input_port_id == 2: + return (ndims - 1,) + raise ValueError(f"Unexpected {input_port_id=} for {metatype=}") + if metatype == om.PTMatMulMetatype: + if input_port_id == 0: + return () if ndims < 2 else (ndims - 2,) + if input_port_id == 1: + return () if ndims < 2 else (ndims - 1,) + raise ValueError(f"Unexpected {input_port_id=} for {metatype=}") + if metatype in [om.PTConvTranspose1dMetatype, om.PTConvTranspose2dMetatype, om.PTConvTranspose3dMetatype]: + return (1,) + return (0,) diff --git a/tests/onnx/quantization/test_ptq_params.py b/tests/onnx/quantization/test_ptq_params.py index f6c6c041459..c8bcc04f533 100644 --- a/tests/onnx/quantization/test_ptq_params.py +++ b/tests/onnx/quantization/test_ptq_params.py @@ -121,6 +121,7 @@ def test_params(self): ), input_layer_attrs=ONNXLayerAttributes(), output_layer_attrs=ONNXLayerAttributes(), + const_layer_attrs=ONNXLayerAttributes(), ).nncf_graph, "hw_patterns": get_hw_patterns(), "ignored_patterns": get_ignored_patterns(), @@ -133,6 +134,7 @@ def test_params(self): ), input_layer_attrs=ONNXLayerAttributes(), output_layer_attrs=ONNXLayerAttributes(), + const_layer_attrs=ONNXLayerAttributes(), ).nncf_graph, "hw_patterns": get_hw_patterns(), "ignored_patterns": get_ignored_patterns(), diff --git a/tests/onnx/quantization/test_quantizer_config.py b/tests/onnx/quantization/test_quantizer_config.py index 947006a1fc7..593d026d8e8 100644 --- a/tests/onnx/quantization/test_quantizer_config.py +++ b/tests/onnx/quantization/test_quantizer_config.py @@ -34,6 +34,7 @@ def single_conv_nncf_graph(self) -> NNCFGraphToTest: conv_layer_attrs, input_layer_attrs=ONNXLayerAttributes(), output_layer_attrs=ONNXLayerAttributes(), + const_layer_attrs=ONNXLayerAttributes(), ) @pytest.fixture @@ -43,6 +44,7 @@ def depthwise_conv_nncf_graph(self) -> NNCFGraphToTestDepthwiseConv: ONNXLayerAttributes(weight_attrs={1: {"shape": [4, 4, 4, 4]}}, bias_attrs={}), input_layer_attrs=ONNXLayerAttributes(), output_layer_attrs=ONNXLayerAttributes(), + const_layer_attrs=ONNXLayerAttributes(), ) @pytest.fixture @@ -55,4 +57,5 @@ def conv_sum_aggregation_nncf_graph(self) -> NNCFGraphToTestSumAggregation: sum_layer_attrs=ONNXLayerAttributes(), input_layer_attrs=ONNXLayerAttributes(), output_layer_attrs=ONNXLayerAttributes(), + const_layer_attrs=ONNXLayerAttributes(), ) diff --git a/tests/post_training/data/ptq_reference_data.yaml b/tests/post_training/data/ptq_reference_data.yaml index e1a1838336b..746bd6027b6 100644 --- a/tests/post_training/data/ptq_reference_data.yaml +++ b/tests/post_training/data/ptq_reference_data.yaml @@ -14,6 +14,14 @@ hf/hf-internal-testing/tiny-random-GPTNeoXForCausalLM_backend_FP32: metric_value: null hf/hf-internal-testing/tiny-random-GPTNeoXForCausalLM_backend_OPTIMUM: metric_value: null +hf/hf-internal-testing/tiny-random-gpt2_backend_FP32: + metric_value: null +hf/hf-internal-testing/tiny-random-gpt2_backend_OPTIMUM: + metric_value: null +hf/hf-internal-testing/tiny-random-gpt2_backend_OV: + metric_value: null +hf/hf-internal-testing/tiny-random-gpt2_backend_TORCH: + metric_value: null timm/crossvit_9_240_backend_CUDA_TORCH: metric_value: 0.689 timm/crossvit_9_240_backend_FP32: diff --git a/tests/post_training/model_scope.py b/tests/post_training/model_scope.py index c960ca47aac..6527e62f43c 100644 --- a/tests/post_training/model_scope.py +++ b/tests/post_training/model_scope.py @@ -25,6 +25,7 @@ from tests.post_training.pipelines.base import NNCF_PTQ_BACKENDS from tests.post_training.pipelines.base import BackendType from tests.post_training.pipelines.causal_language_model import CausalLMHF +from tests.post_training.pipelines.gpt import GPT from tests.post_training.pipelines.image_classification_timm import ImageClassificationTimm from tests.post_training.pipelines.lm_weight_compression import LMWeightCompression from tests.post_training.pipelines.masked_language_modeling import MaskedLanguageModelingHF @@ -53,6 +54,17 @@ }, "backends": [BackendType.OPTIMUM], }, + { + "reported_name": "hf/hf-internal-testing/tiny-random-gpt2", + "model_id": "hf-internal-testing/tiny-random-gpt2", + "pipeline_cls": GPT, + "compression_params": { + "preset": QuantizationPreset.MIXED, + "model_type": ModelType.TRANSFORMER, + "subset_size": 2, + }, + "backends": [BackendType.TORCH, BackendType.OV, BackendType.OPTIMUM], + }, # Timm models { "reported_name": "timm/crossvit_9_240", diff --git a/tests/post_training/pipelines/base.py b/tests/post_training/pipelines/base.py index 3137e03c74f..b1f7b0a558b 100644 --- a/tests/post_training/pipelines/base.py +++ b/tests/post_training/pipelines/base.py @@ -386,11 +386,21 @@ def get_num_compressed(self) -> None: model = ie.read_model(model=self.path_compressed_ir) num_fq = 0 + num_int4 = 0 + num_int8 = 0 for node in model.get_ops(): node_type = node.type_info.name if node_type == "FakeQuantize": num_fq += 1 + for i in range(node.get_output_size()): + if node.get_output_element_type(i).get_type_name() in ["i8", "u8"]: + num_int8 += 1 + if node.get_output_element_type(i).get_type_name() in ["i4", "u4"]: + num_int4 += 1 + + self.run_info.num_compress_nodes.num_int8 = num_int8 + self.run_info.num_compress_nodes.num_int4 = num_int4 self.run_info.num_compress_nodes.num_fq_nodes = num_fq def run_bench(self) -> None: diff --git a/tests/post_training/pipelines/gpt.py b/tests/post_training/pipelines/gpt.py new file mode 100644 index 00000000000..4ce16b1e723 --- /dev/null +++ b/tests/post_training/pipelines/gpt.py @@ -0,0 +1,99 @@ +# Copyright (c) 2024 Intel Corporation +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# http://www.apache.org/licenses/LICENSE-2.0 +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + + +import numpy as np +import openvino.runtime as ov +import torch +import transformers +from optimum.intel import OVQuantizer +from optimum.intel.openvino import OVModelForCausalLM + +import nncf +from tests.post_training.pipelines.base import OV_BACKENDS +from tests.post_training.pipelines.base import PT_BACKENDS +from tests.post_training.pipelines.base import BackendType +from tests.post_training.pipelines.base import PTQTestPipeline + + +class GPT(PTQTestPipeline): + """Pipeline for causal language models from Hugging Face repository""" + + def prepare_model(self) -> None: + + if self.backend in PT_BACKENDS: + self.model_hf = transformers.AutoModelForCausalLM.from_pretrained(self.model_id) + self.model = self.model_hf + self.model.config.torchscript = True # Set to export by convert_model via torch.jit.trace + self.dummy_tensor = self.model_hf.dummy_inputs["input_ids"] + + elif self.backend in OV_BACKENDS + [BackendType.FP32]: + self.model_hf = OVModelForCausalLM.from_pretrained(self.model_id, export=True) + self.model = self.model_hf.model + ov.serialize(self.model, self.fp32_model_dir / "model_fp32.xml") + + # Set device after dump fp32 model + if self.backend == BackendType.CUDA_TORCH: + self.model.cuda() + self.dummy_tensor = self.dummy_tensor.cuda() + + def prepare_preprocessor(self) -> None: + self.preprocessor = transformers.AutoTokenizer.from_pretrained(self.model_id) + # Fails with default pad_token + self.preprocessor.pad_token = self.preprocessor.eos_token + + def get_transform_calibration_fn(self): + if self.backend in PT_BACKENDS: + device = torch.device("cuda" if self.backend == BackendType.CUDA_TORCH else "cpu") + + def transform_func(data): + inputs = { + "input_ids": torch.tensor([data["input_ids"]], dtype=torch.int64, device=device), + "attention_mask": torch.tensor([data["attention_mask"]], dtype=torch.int64, device=device), + } + return inputs + + else: + + def transform_func(data): + inputs = { + "input_ids": np.expand_dims(data["input_ids"], axis=0), + "attention_mask": np.expand_dims(data["attention_mask"], axis=0), + "position_ids": np.ones((1, 128), dtype=np.int64), + "beam_idx": np.zeros((1,), dtype=np.int64), + } + return inputs + + return transform_func + + def prepare_calibration_dataset(self): + quantizer = OVQuantizer.from_pretrained(self.model_hf) + + def preprocess_function(examples): + return self.preprocessor(examples["sentence"], padding="max_length", truncation=True, max_length=128) + + num_samples = self.compression_params.get("subset_size", 300) + calibration_dataset = quantizer.get_calibration_dataset( + "glue", + dataset_config_name="sst2", + preprocess_function=preprocess_function, + num_samples=num_samples, + dataset_split="validation", + preprocess_batch=True, + ) + + if self.backend == BackendType.OPTIMUM: + self.calibration_dataset = calibration_dataset + else: + self.calibration_dataset = nncf.Dataset(calibration_dataset, self.get_transform_calibration_fn()) + + def _validate(self): + pass diff --git a/tests/post_training/test_templates/models.py b/tests/post_training/test_templates/models.py index b4bbccedb60..8c4a955fb67 100644 --- a/tests/post_training/test_templates/models.py +++ b/tests/post_training/test_templates/models.py @@ -27,24 +27,28 @@ def __init__( nncf_graph_cls=NNCFGraph, input_layer_attrs=None, output_layer_attrs=None, + const_metatype=None, + const_layer_attrs=None, ): # Original graph - # Input_1 - # | + # Input_1 Const_1 + # | / # Conv_1 # | # Output_1 nodes = [ NodeWithType("Input_1", InputNoopMetatype, layer_attributes=input_layer_attrs), NodeWithType("Conv_1", conv_metatype, layer_attributes=conv_layer_attrs), + NodeWithType("Const_1", const_metatype, layer_attributes=const_layer_attrs), NodeWithType("Output_1", OutputNoopMetatype, layer_attributes=output_layer_attrs), ] - node_edges = [("Input_1", "Conv_1"), ("Conv_1", "Output_1")] + node_edges = [("Input_1", "Conv_1"), ("Const_1", "Conv_1"), ("Conv_1", "Output_1")] original_mock_graph = create_mock_graph( nodes, node_edges, ( {NNCFGraph.ACTIVATION_SHAPE_EDGE_ATTR: (1, 3, 224, 224)}, + {NNCFGraph.ACTIVATION_SHAPE_EDGE_ATTR: (3, 10, 4, 4), NNCFGraph.INPUT_PORT_ID_EDGE_ATTR: 1}, {NNCFGraph.ACTIVATION_SHAPE_EDGE_ATTR: (1, 10, 224, 224)}, ), ) @@ -59,20 +63,31 @@ def __init__( input_layer_attrs=None, output_layer_attrs=None, nncf_graph_cls=NNCFGraph, + const_metatype=None, + const_layer_attrs=None, ): # Original graph - # Input_1 - # | + # Input_1 Const_1 + # | / # DepthwiseConv_1 # | # Output_1 nodes = [ NodeWithType("Input_1", InputNoopMetatype, layer_attributes=input_layer_attrs), NodeWithType("Conv_1", depthwise_conv_metatype, layer_attributes=conv_layer_attrs), + NodeWithType("Const_1", const_metatype, layer_attributes=const_layer_attrs), NodeWithType("Output_1", OutputNoopMetatype, layer_attributes=output_layer_attrs), ] node_edges = [("Input_1", "Conv_1"), ("Conv_1", "Output_1")] - original_mock_graph = create_mock_graph(nodes, node_edges) + original_mock_graph = create_mock_graph( + nodes, + node_edges, + ( + {}, + {NNCFGraph.INPUT_PORT_ID_EDGE_ATTR: 1}, + {}, + ), + ) self.nncf_graph = get_nncf_graph_from_mock_nx_graph(original_mock_graph, nncf_graph_cls) @@ -86,10 +101,12 @@ def __init__( sum_layer_attrs=None, input_layer_attrs=None, output_layer_attrs=None, + const_metatype=None, + const_layer_attrs=None, ): # Original graph - # Input_1 - # | + # Input_1 Const1 + # | / # Conv_1 # | # Sum_1 @@ -98,16 +115,30 @@ def __init__( nodes = [ NodeWithType("Input_1", InputNoopMetatype, layer_attributes=input_layer_attrs), NodeWithType("Conv_1", conv_metatype, layer_attributes=conv_layer_attrs), + NodeWithType("Const_1", const_metatype, layer_attributes=const_layer_attrs), NodeWithType("Sum_1", sum_metatype, layer_attributes=sum_layer_attrs), + NodeWithType("Const_2", const_metatype, layer_attributes=const_layer_attrs), NodeWithType("Output_1", OutputNoopMetatype, layer_attributes=output_layer_attrs), ] - node_edges = [("Input_1", "Conv_1"), ("Conv_1", "Sum_1"), ("Sum_1", "Output_1")] - original_mock_graph = create_mock_graph(nodes, node_edges) + node_edges = [ + ("Input_1", "Conv_1"), + ("Const_1", "Conv_1"), + ("Conv_1", "Sum_1"), + ("Const_2", "Sum_1"), + ("Sum_1", "Output_1"), + ] + original_mock_graph = create_mock_graph( + nodes, + node_edges, + ( + {}, + {NNCFGraph.INPUT_PORT_ID_EDGE_ATTR: 1}, + {}, + {NNCFGraph.INPUT_PORT_ID_EDGE_ATTR: 1}, + {NNCFGraph.ACTIVATION_SHAPE_EDGE_ATTR: [1, 1, 1]}, + ), + ) self.nncf_graph = get_nncf_graph_from_mock_nx_graph(original_mock_graph, nncf_graph_cls) - # Hack output size of the Sum_1 operation - self.nncf_graph._nx_graph.out_edges[("2 /Sum_1_0", "3 /Output_1_0")][ - self.nncf_graph.ACTIVATION_SHAPE_EDGE_ATTR - ] = [1, 1, 1] class NNCFGraphToTestMatMul: diff --git a/tests/post_training/test_templates/test_min_max.py b/tests/post_training/test_templates/test_min_max.py index 188296511b6..880660cddf0 100644 --- a/tests/post_training/test_templates/test_min_max.py +++ b/tests/post_training/test_templates/test_min_max.py @@ -49,7 +49,7 @@ def create_target_point(self, target_point_type: TargetType, name: str, port_id: class TemplateTestGetTargetPointShape(TemplateTestMinMaxAlgorithm): @abstractmethod def get_nncf_graph(self, weight_port_id: int, weight_shape: Tuple[int]) -> NNCFGraph: - "Returns backend specific NNCFGraph having a single Convloution." + "Returns backend specific NNCFGraph having a single Convolution." @pytest.mark.parametrize( "target_point_type, input_port_id, reference_shape", @@ -108,7 +108,7 @@ def test_get_channel_axes_conv_node(self, conv_shape, weight_port_id, ref_axes): conv_node = NNCFNode({"metatype": self.conv_metatype}) conv_node.layer_attributes = self.get_conv_node_attrs(weight_port_id, conv_shape) target_point = self.create_target_point(TargetType.PRE_LAYER_OPERATION, None, weight_port_id) - assert self.backend().get_weight_quantization_axes(conv_node, target_point) == ref_axes + assert self.backend().get_weight_quantization_axes(conv_node, target_point, len(conv_shape)) == ref_axes @pytest.mark.parametrize( "conv_shape, weight_port_id, ref_axes", @@ -121,7 +121,7 @@ def test_get_channel_axes_deptwiseconv_node_onnx_torch(self, conv_shape, weight_ conv_node = NNCFNode({"metatype": self.depthwiseconv_metatype}) conv_node.layer_attributes = self.get_depthwiseconv_node_attrs(weight_port_id, conv_shape) target_point = self.create_target_point(TargetType.PRE_LAYER_OPERATION, None, weight_port_id) - assert self.backend().get_weight_quantization_axes(conv_node, target_point) == ref_axes + assert self.backend().get_weight_quantization_axes(conv_node, target_point, len(conv_shape)) == ref_axes @pytest.mark.parametrize( "conv_shape, weight_port_id, ref_axes", @@ -134,7 +134,7 @@ def test_get_channel_axes_deptwiseconv_node_ov(self, conv_shape, weight_port_id, conv_node = NNCFNode({"metatype": self.depthwiseconv_metatype}) conv_node.layer_attributes = self.get_depthwiseconv_node_attrs(weight_port_id, conv_shape) target_point = self.create_target_point(TargetType.PRE_LAYER_OPERATION, None, weight_port_id) - assert self.backend().get_weight_quantization_axes(conv_node, target_point) == ref_axes + assert self.backend().get_weight_quantization_axes(conv_node, target_point, len(conv_shape)) == ref_axes @pytest.mark.parametrize( "weight_shape, weight_port_id, transpose_weight, ref_axes", @@ -152,7 +152,7 @@ def test_get_channel_axes_matmul_node_ov_onnx(self, weight_shape, weight_port_id matmul_node = NNCFNode({"metatype": self.matmul_metatype}) matmul_node.layer_attributes = self.get_matmul_node_attrs(weight_port_id, transpose_weight, weight_shape) target_point = self.create_target_point(TargetType.PRE_LAYER_OPERATION, None, weight_port_id) - assert self.backend().get_weight_quantization_axes(matmul_node, target_point) == ref_axes + assert self.backend().get_weight_quantization_axes(matmul_node, target_point, len(weight_shape)) == ref_axes @pytest.mark.parametrize( "weight_shape, ref_axes", @@ -165,4 +165,10 @@ def test_get_channel_axes_matmul_torch(self, weight_shape, ref_axes): """ matmul_node = NNCFNode({"metatype": self.matmul_metatype}) matmul_node.layer_attributes = self.get_matmul_node_attrs(None, None, weight_shape) - assert self.backend().get_weight_quantization_axes(matmul_node, "dummy") == ref_axes + + class DummyTargetPoint: + input_port_id = 0 + + assert ( + self.backend().get_weight_quantization_axes(matmul_node, DummyTargetPoint(), len(weight_shape)) == ref_axes + ) diff --git a/tests/torch/ptq/helpers.py b/tests/torch/ptq/helpers.py index 4047f892e21..55658ff3c35 100644 --- a/tests/torch/ptq/helpers.py +++ b/tests/torch/ptq/helpers.py @@ -13,9 +13,11 @@ import torch +from nncf.common.graph.layer_attributes import ConstantLayerAttributes from nncf.common.graph.layer_attributes import ConvolutionLayerAttributes from nncf.torch import wrap_model from nncf.torch.graph.graph import PTNNCFGraph +from nncf.torch.graph.operator_metatypes import PTConstNoopMetatype from nncf.torch.graph.operator_metatypes import PTModuleConv2dMetatype from nncf.torch.graph.operator_metatypes import PTModuleDepthwiseConv2dSubtype from nncf.torch.graph.operator_metatypes import PTModuleLinearMetatype @@ -37,7 +39,13 @@ def get_single_conv_nncf_graph() -> NNCFGraphToTest: transpose=False, padding_values=[], ) - return NNCFGraphToTest(PTModuleConv2dMetatype, conv_layer_attrs, PTNNCFGraph) + return NNCFGraphToTest( + PTModuleConv2dMetatype, + conv_layer_attrs, + PTNNCFGraph, + const_metatype=PTConstNoopMetatype, + const_layer_attrs=ConstantLayerAttributes("w", shape=[4, 4, 4, 4]), + ) def get_depthwise_conv_nncf_graph() -> NNCFGraphToTestDepthwiseConv: @@ -52,7 +60,13 @@ def get_depthwise_conv_nncf_graph() -> NNCFGraphToTestDepthwiseConv: transpose=False, padding_values=(1, 1), ) - return NNCFGraphToTestDepthwiseConv(PTModuleDepthwiseConv2dSubtype, conv_layer_attrs, nncf_graph_cls=PTNNCFGraph) + return NNCFGraphToTestDepthwiseConv( + PTModuleDepthwiseConv2dSubtype, + conv_layer_attrs, + nncf_graph_cls=PTNNCFGraph, + const_metatype=PTConstNoopMetatype, + const_layer_attrs=ConstantLayerAttributes("w", shape=[4, 4, 4, 4]), + ) def get_single_no_weight_matmul_nncf_graph() -> NNCFGraphToTest: @@ -71,7 +85,14 @@ def get_sum_aggregation_nncf_graph() -> NNCFGraphToTestSumAggregation: transpose=False, padding_values=[], ) - return NNCFGraphToTestSumAggregation(PTModuleConv2dMetatype, PTSumMetatype, conv_layer_attrs, PTNNCFGraph) + return NNCFGraphToTestSumAggregation( + PTModuleConv2dMetatype, + PTSumMetatype, + conv_layer_attrs, + PTNNCFGraph, + const_metatype=PTConstNoopMetatype, + const_layer_attrs=ConstantLayerAttributes("w", shape=[4, 4, 4, 4]), + ) def get_nncf_network(model: torch.nn.Module, input_shape: Optional[List[int]] = None): diff --git a/tests/torch/ptq/test_min_max.py b/tests/torch/ptq/test_min_max.py index c57c82be429..73003157865 100644 --- a/tests/torch/ptq/test_min_max.py +++ b/tests/torch/ptq/test_min_max.py @@ -13,12 +13,14 @@ import pytest from nncf.common.graph.graph import NNCFGraph +from nncf.common.graph.layer_attributes import ConstantLayerAttributes from nncf.common.graph.layer_attributes import ConvolutionLayerAttributes from nncf.common.graph.layer_attributes import LinearLayerAttributes from nncf.common.graph.transformations.commands import TargetType from nncf.quantization.algorithms.min_max.backend import MinMaxAlgoBackend from nncf.quantization.algorithms.min_max.torch_backend import PTMinMaxAlgoBackend from nncf.torch.graph.graph import PTNNCFGraph +from nncf.torch.graph.operator_metatypes import PTConstNoopMetatype from nncf.torch.graph.operator_metatypes import PTConv2dMetatype from nncf.torch.graph.operator_metatypes import PTDepthwiseConv2dSubtype from nncf.torch.graph.operator_metatypes import PTLinearMetatype @@ -44,7 +46,7 @@ def create_target_point(self, target_point_type: TargetType, name: str, port_id: return PTTargetPoint(target_point_type, name, input_port_id=port_id) -class TestOVGetTargetPointShape(TemplateTestGetTargetPointShape, TestTorchMinMaxAlgorithm): +class TestTorchGetTargetPointShape(TemplateTestGetTargetPointShape, TestTorchMinMaxAlgorithm): def get_nncf_graph(self, weight_port_id: int, weight_shape: Tuple[int]) -> NNCFGraph: conv_layer_attrs = ConvolutionLayerAttributes( weight_requires_grad=True, @@ -57,7 +59,13 @@ def get_nncf_graph(self, weight_port_id: int, weight_shape: Tuple[int]) -> NNCFG transpose=False, padding_values=[], ) - return NNCFGraphToTest(PTConv2dMetatype, conv_layer_attrs, PTNNCFGraph).nncf_graph + return NNCFGraphToTest( + PTConv2dMetatype, + conv_layer_attrs, + PTNNCFGraph, + const_metatype=PTConstNoopMetatype, + const_layer_attrs=ConstantLayerAttributes("w", shape=weight_shape), + ).nncf_graph class TestTorchGetChannelAxes(TemplateTestGetChannelAxes, TestTorchMinMaxAlgorithm): diff --git a/tests/torch/test_model_graph_manager.py b/tests/torch/test_model_graph_manager.py index 8d413533b01..457ae7c0af1 100644 --- a/tests/torch/test_model_graph_manager.py +++ b/tests/torch/test_model_graph_manager.py @@ -16,6 +16,7 @@ import torch from torch import nn +import nncf.torch.graph.operator_metatypes as om import tests.post_training.test_templates.helpers as helpers from nncf.common.graph.graph import NNCFGraph from nncf.common.graph.graph import NNCFNode @@ -30,6 +31,7 @@ from nncf.torch.model_graph_manager import get_fused_bias_value from nncf.torch.model_graph_manager import get_module_by_name from nncf.torch.model_graph_manager import get_potential_fused_node +from nncf.torch.model_graph_manager import get_weight_channel_axes from nncf.torch.model_graph_manager import get_weight_tensor_port_ids from nncf.torch.model_graph_manager import is_node_with_fused_bias from nncf.torch.model_graph_manager import is_quantized_weights @@ -362,3 +364,50 @@ def test_update_fused_bias(model_cls): assert torch.all(torch.isclose(model.conv.bias, torch.tensor([0.3000, 1.3000]))) assert torch.all(torch.isclose(model.bn.bias, torch.tensor([-1.0600, -3.6000]))) assert torch.all(torch.isclose(model.conv.bias * model.bn.weight + model.bn.bias, ref_new_bias)) + + +class TestGetWeightChannelAxes: + + @pytest.mark.parametrize( + "ndim1, ndim2, ref_dim1, ref_dim2", + ( + (1, 1, (), ()), # vector x vector + (1, 2, (), (1,)), # vector x matrix + (1, 3, (), (2,)), # vector x matrix + (2, 1, (0,), ()), # matrix x vector + (3, 1, (1,), ()), # batched matrix x vector + (3, 3, (1,), (2,)), # batched matrix x batched matrix + (3, 2, (1,), (1,)), # batched matrix x broadcasted matrix + ), + ) + def test_matmul(self, ndim1, ndim2, ref_dim1, ref_dim2): + assert get_weight_channel_axes(om.PTMatMulMetatype, ndim1, 0) == ref_dim1 + assert get_weight_channel_axes(om.PTMatMulMetatype, ndim2, 1) == ref_dim2 + + @pytest.mark.parametrize( + "ndim1, ndim2, ref_dim1, ref_dim2", + ( + (2, 2, (0,), (1,)), # matrix x matrix + (3, 3, (1,), (2,)), # batched matrix x batched matrix + (3, 2, (1,), (1,)), # batched matrix x broadcasted matrix + ), + ) + def test_addmm(self, ndim1, ndim2, ref_dim1, ref_dim2): + assert get_weight_channel_axes(om.PTAddmmMetatype, ndim1, 1) == ref_dim1 + assert get_weight_channel_axes(om.PTAddmmMetatype, ndim2, 2) == ref_dim2 + + @pytest.mark.parametrize("ndims", (3, 4, 5)) + @pytest.mark.parametrize("metatype", (om.PTConv1dMetatype, om.PTConv2dMetatype, om.PTConv3dMetatype)) + def test_conv(self, ndims, metatype): + assert get_weight_channel_axes(metatype, ndims, 1) == (0,) + + @pytest.mark.parametrize("ndims", (3, 4, 5)) + @pytest.mark.parametrize( + "metatype", (om.PTConvTranspose1dMetatype, om.PTConvTranspose2dMetatype, om.PTConvTranspose3dMetatype) + ) + def test_transpose_conv(self, ndims, metatype): + assert get_weight_channel_axes(metatype, ndims, 1) == (1,) + + def test_exception(self): + with pytest.raises(ValueError, match="Unexpected input_port_id=3"): + get_weight_channel_axes(om.PTAddmmMetatype, 1, 3) diff --git a/tests/torch/test_statistics_aggregator.py b/tests/torch/test_statistics_aggregator.py index 676acfd9305..787cb75bdab 100644 --- a/tests/torch/test_statistics_aggregator.py +++ b/tests/torch/test_statistics_aggregator.py @@ -144,14 +144,6 @@ def test_same_collectors_different_attrs_dont_merge(self, statistics_type, test_ 256, -256, ), - MinMaxTestParameters( - RangeEstimatorParametersSet.MINMAX, - TargetType.OPERATION_WITH_WEIGHTS, - QuantizationMode.SYMMETRIC, - False, - 256, - -256, - ), MinMaxTestParameters( RangeEstimatorParametersSet.MINMAX, TargetType.OPERATOR_POST_HOOK, @@ -222,17 +214,6 @@ def fn(x): ), "PTIdentityConvModel/fn_0", ), - ( - MinMaxTestParameters( - RangeEstimatorParametersSet.MINMAX, - TargetType.OPERATION_WITH_WEIGHTS, - QuantizationMode.SYMMETRIC, - False, - 512, - -512, - ), - "PTIdentityConvModel/Conv2d[conv]/fn_0", - ), ( MinMaxTestParameters( RangeEstimatorParametersSet.MINMAX, From e8ea2521663de807d654ae4f375d20c904755061 Mon Sep 17 00:00:00 2001 From: Andrey Churkin Date: Mon, 1 Jul 2024 10:23:50 +0100 Subject: [PATCH 14/30] Remove reference data for TF 2.8 from the tests (#2770) ### Changes Remove reference data for TF 2.8 from the tests ### Reason for changes Follow-up #2609 ### Related tickets 133742 ### Tests pre-commit tests --- nncf/version.py | 2 +- .../2.11/functional_insert_after.dot | 383 +- .../2.11/functional_insert_before.dot | 383 +- .../2.11/sequential_block_insert_after.dot | 154 +- .../2.11/sequential_block_insert_before.dot | 154 +- .../2.8/functional_insert_after.dot | 382 - .../2.8/functional_insert_before.dot | 382 - .../2.8/sequential_block_insert_after.dot | 153 - .../2.8/sequential_block_insert_before.dot | 153 - .../pruning/filter_pruning/densenet121.pb | 4 +- .../pruning/filter_pruning/mobilenet_v1.pb | 4 +- .../pruning/filter_pruning/mobilenet_v2.pb | 4 +- .../filter_pruning/mobilenet_v3_large.pb | 4 +- .../filter_pruning/mobilenet_v3_small.pb | 4 +- .../2.11/pruning/filter_pruning/resnet50.pb | 4 +- .../2.11/pruning/filter_pruning/retinanet.pb | 4 +- .../filter_pruning/sequential_model.pb | 4 +- .../sequential_no_input_model.pb | 4 +- .../filter_pruning/shared_layers_model.pb | 4 +- .../2.11/pruning/filter_pruning/vgg16.pb | 4 +- .../2.11/pruning/filter_pruning/yolo_v4.pb | 4 +- .../2.11/quantized/hw/CPU/mobilenet_v2.pb | 4 +- .../2.11/quantized/hw/CPU/resnet50.pb | 4 +- .../2.11/quantized/hw/GPU/mobilenet_v2.pb | 4 +- .../2.11/quantized/hw/GPU/resnet50.pb | 4 +- .../2.11/quantized/hw/NPU/mobilenet_v2.pb | 4 +- .../2.11/quantized/hw/NPU/resnet50.pb | 4 +- .../w_sym_ch_a_asym_t/densenet121.pb | 4 +- .../quantized/w_sym_ch_a_asym_t/mask_rcnn.dot | 15830 +++++++++++++++- .../w_sym_ch_a_asym_t/mobilenet_v1.pb | 4 +- .../w_sym_ch_a_asym_t/mobilenet_v2.pb | 4 +- .../mobilenet_v2_quantize_outputs.pb | 4 +- .../w_sym_ch_a_asym_t/mobilenet_v3_large.pb | 4 +- .../w_sym_ch_a_asym_t/mobilenet_v3_small.pb | 4 +- .../quantized/w_sym_ch_a_asym_t/resnet50.pb | 4 +- .../quantized/w_sym_ch_a_asym_t/resnet50v2.pb | 4 +- .../quantized/w_sym_ch_a_asym_t/retinanet.pb | 4 +- .../retinanet_quantize_outputs.pb | 4 +- .../w_sym_ch_a_asym_t/sequential_model.pb | 4 +- .../sequential_model_quantize_outputs.pb | 4 +- .../sequential_no_input_model.pb | 4 +- .../w_sym_ch_a_asym_t/shared_layers_model.pb | 4 +- .../shared_layers_model_quantize_outputs.pb | 4 +- .../2.11/quantized/w_sym_ch_a_asym_t/vgg16.pb | 4 +- .../quantized/w_sym_ch_a_asym_t/yolo_v4.pb | 4 +- .../quantized/w_sym_t_a_sym_t/densenet121.pb | 4 +- .../quantized/w_sym_t_a_sym_t/mask_rcnn.dot | 15002 ++++++++++++++- .../quantized/w_sym_t_a_sym_t/mobilenet_v1.pb | 4 +- .../quantized/w_sym_t_a_sym_t/mobilenet_v2.pb | 4 +- .../mobilenet_v2_quantize_outputs.pb | 4 +- .../w_sym_t_a_sym_t/mobilenet_v3_large.pb | 4 +- .../w_sym_t_a_sym_t/mobilenet_v3_small.pb | 4 +- .../quantized/w_sym_t_a_sym_t/resnet50.pb | 4 +- .../quantized/w_sym_t_a_sym_t/resnet50v2.pb | 4 +- .../quantized/w_sym_t_a_sym_t/retinanet.pb | 4 +- .../retinanet_quantize_outputs.pb | 4 +- .../w_sym_t_a_sym_t/sequential_model.pb | 4 +- .../sequential_model_quantize_outputs.pb | 4 +- .../sequential_no_input_model.pb | 4 +- .../w_sym_t_a_sym_t/shared_layers_model.pb | 4 +- .../shared_layers_model_quantize_outputs.pb | 4 +- .../2.11/quantized/w_sym_t_a_sym_t/vgg16.pb | 4 +- .../2.11/quantized/w_sym_t_a_sym_t/yolo_v4.pb | 4 +- .../magnitude_sparsity/densenet121.pb | 4 +- .../sparsity/magnitude_sparsity/mask_rcnn.dot | 6093 +++++- .../magnitude_sparsity/mobilenet_v1.pb | 4 +- .../magnitude_sparsity/mobilenet_v2.pb | 4 +- .../magnitude_sparsity/mobilenet_v2_slim.dot | 2071 +- .../magnitude_sparsity/mobilenet_v3_large.pb | 4 +- .../magnitude_sparsity/mobilenet_v3_small.pb | 4 +- .../sparsity/magnitude_sparsity/resnet50.pb | 4 +- .../sparsity/magnitude_sparsity/resnet50v2.pb | 4 +- .../sparsity/magnitude_sparsity/retinanet.pb | 4 +- .../magnitude_sparsity/sequential_model.pb | 4 +- .../sequential_no_input_model.pb | 4 +- .../magnitude_sparsity/shared_layers_model.pb | 4 +- .../2.11/sparsity/magnitude_sparsity/vgg16.pb | 4 +- .../sparsity/magnitude_sparsity/yolo_v4.pb | 4 +- .../2.11/sparsity/rb_sparsity/densenet121.dot | 4680 ++++- .../2.11/sparsity/rb_sparsity/mask_rcnn.dot | 6441 ++++++- .../sparsity/rb_sparsity/mobilenet_v1.dot | 1067 +- .../sparsity/rb_sparsity/mobilenet_v2.dot | 1952 +- .../rb_sparsity/mobilenet_v3_large.dot | 2698 ++- .../rb_sparsity/mobilenet_v3_small.dot | 2316 ++- .../sparsity/rb_sparsity/nasnet_mobile.dot | 10534 +++++++++- .../2.11/sparsity/rb_sparsity/resnet50.dot | 2310 ++- .../2.11/sparsity/rb_sparsity/resnet50v2.dot | 2116 ++- .../2.11/sparsity/rb_sparsity/retinanet.dot | 4084 +++- .../sparsity/rb_sparsity/sequential_model.dot | 78 +- .../rb_sparsity/sequential_no_input_model.dot | 78 +- .../rb_sparsity/shared_layers_model.dot | 160 +- .../2.11/sparsity/rb_sparsity/vgg16.dot | 404 +- .../2.11/sparsity/rb_sparsity/xception.dot | 2120 ++- .../2.11/sparsity/rb_sparsity/yolo_v4.dot | 6064 +++++- .../2.8/pruning/filter_pruning/densenet121.pb | 3 - .../pruning/filter_pruning/inception_v3.dot | 3468 ---- .../pruning/filter_pruning/mobilenet_v1.pb | 3 - .../pruning/filter_pruning/mobilenet_v2.pb | 3 - .../filter_pruning/mobilenet_v3_large.pb | 3 - .../filter_pruning/mobilenet_v3_small.pb | 3 - .../2.8/pruning/filter_pruning/resnet50.pb | 3 - .../2.8/pruning/filter_pruning/retinanet.pb | 3 - .../filter_pruning/sequential_model.pb | 3 - .../sequential_no_input_model.pb | 3 - .../filter_pruning/shared_layers_model.pb | 3 - .../2.8/pruning/filter_pruning/vgg16.pb | 3 - .../2.8/pruning/filter_pruning/yolo_v4.pb | 3 - .../2.8/quantized/hw/CPU/inception_v3.dot | 6350 ------- .../2.8/quantized/hw/CPU/mobilenet_v2.pb | 3 - .../2.8/quantized/hw/CPU/resnet50.pb | 3 - .../2.8/quantized/hw/GPU/inception_v3.dot | 6350 ------- .../2.8/quantized/hw/GPU/mobilenet_v2.pb | 3 - .../2.8/quantized/hw/GPU/resnet50.pb | 3 - .../2.8/quantized/hw/NPU/inception_v3.dot | 6350 ------- .../2.8/quantized/hw/NPU/mobilenet_v2.pb | 3 - .../2.8/quantized/hw/NPU/resnet50.pb | 3 - .../w_sym_ch_a_asym_t/densenet121.pb | 3 - .../w_sym_ch_a_asym_t/inception_v3.dot | 6350 ------- .../quantized/w_sym_ch_a_asym_t/mask_rcnn.dot | 15829 --------------- .../w_sym_ch_a_asym_t/mobilenet_v1.pb | 3 - .../w_sym_ch_a_asym_t/mobilenet_v2.pb | 3 - .../mobilenet_v2_quantize_outputs.pb | 3 - .../w_sym_ch_a_asym_t/mobilenet_v3_large.pb | 3 - .../w_sym_ch_a_asym_t/mobilenet_v3_small.pb | 3 - .../quantized/w_sym_ch_a_asym_t/resnet50.pb | 3 - .../quantized/w_sym_ch_a_asym_t/resnet50v2.pb | 3 - .../quantized/w_sym_ch_a_asym_t/retinanet.pb | 3 - .../retinanet_quantize_outputs.pb | 3 - .../w_sym_ch_a_asym_t/sequential_model.pb | 3 - .../sequential_model_quantize_outputs.pb | 3 - .../sequential_no_input_model.pb | 3 - .../w_sym_ch_a_asym_t/shared_layers_model.pb | 3 - .../shared_layers_model_quantize_outputs.pb | 3 - .../2.8/quantized/w_sym_ch_a_asym_t/vgg16.pb | 3 - .../quantized/w_sym_ch_a_asym_t/yolo_v4.pb | 3 - .../quantized/w_sym_t_a_sym_t/densenet121.pb | 3 - .../w_sym_t_a_sym_t/inception_v3.dot | 6140 ------ .../quantized/w_sym_t_a_sym_t/mask_rcnn.dot | 15001 --------------- .../quantized/w_sym_t_a_sym_t/mobilenet_v1.pb | 3 - .../quantized/w_sym_t_a_sym_t/mobilenet_v2.pb | 3 - .../mobilenet_v2_quantize_outputs.pb | 3 - .../w_sym_t_a_sym_t/mobilenet_v3_large.pb | 3 - .../w_sym_t_a_sym_t/mobilenet_v3_small.pb | 3 - .../2.8/quantized/w_sym_t_a_sym_t/resnet50.pb | 3 - .../quantized/w_sym_t_a_sym_t/resnet50v2.pb | 3 - .../quantized/w_sym_t_a_sym_t/retinanet.pb | 3 - .../retinanet_quantize_outputs.pb | 3 - .../w_sym_t_a_sym_t/sequential_model.pb | 3 - .../sequential_model_quantize_outputs.pb | 3 - .../sequential_no_input_model.pb | 3 - .../w_sym_t_a_sym_t/shared_layers_model.pb | 3 - .../shared_layers_model_quantize_outputs.pb | 3 - .../2.8/quantized/w_sym_t_a_sym_t/vgg16.pb | 3 - .../2.8/quantized/w_sym_t_a_sym_t/yolo_v4.pb | 3 - .../magnitude_sparsity/densenet121.pb | 3 - .../magnitude_sparsity/inception_v3.dot | 2970 --- .../sparsity/magnitude_sparsity/mask_rcnn.dot | 6092 ------ .../magnitude_sparsity/mobilenet_v1.pb | 3 - .../magnitude_sparsity/mobilenet_v2.pb | 3 - .../magnitude_sparsity/mobilenet_v2_slim.dot | 2070 -- .../magnitude_sparsity/mobilenet_v3_large.pb | 3 - .../magnitude_sparsity/mobilenet_v3_small.pb | 3 - .../sparsity/magnitude_sparsity/resnet50.pb | 3 - .../sparsity/magnitude_sparsity/resnet50v2.pb | 3 - .../sparsity/magnitude_sparsity/retinanet.pb | 3 - .../magnitude_sparsity/sequential_model.pb | 3 - .../sequential_no_input_model.pb | 3 - .../magnitude_sparsity/shared_layers_model.pb | 3 - .../2.8/sparsity/magnitude_sparsity/vgg16.pb | 3 - .../sparsity/magnitude_sparsity/yolo_v4.pb | 3 - .../2.8/sparsity/rb_sparsity/densenet121.dot | 4679 ----- .../rb_sparsity/inception_resnet_v2.dot | 8447 --------- .../2.8/sparsity/rb_sparsity/inception_v3.dot | 3350 ---- .../2.8/sparsity/rb_sparsity/mask_rcnn.dot | 6440 ------- .../2.8/sparsity/rb_sparsity/mobilenet_v1.dot | 1066 -- .../2.8/sparsity/rb_sparsity/mobilenet_v2.dot | 1951 -- .../rb_sparsity/mobilenet_v3_large.dot | 2697 --- .../rb_sparsity/mobilenet_v3_small.dot | 2315 --- .../sparsity/rb_sparsity/nasnet_mobile.dot | 10533 ---------- .../2.8/sparsity/rb_sparsity/resnet50.dot | 2309 --- .../2.8/sparsity/rb_sparsity/resnet50v2.dot | 2115 --- .../2.8/sparsity/rb_sparsity/retinanet.dot | 4083 ---- .../sparsity/rb_sparsity/sequential_model.dot | 77 - .../rb_sparsity/sequential_no_input_model.dot | 77 - .../rb_sparsity/shared_layers_model.dot | 159 - .../2.8/sparsity/rb_sparsity/vgg16.dot | 403 - .../2.8/sparsity/rb_sparsity/xception.dot | 2119 --- .../2.8/sparsity/rb_sparsity/yolo_v4.dot | 6063 ------ 188 files changed, 87344 insertions(+), 137208 deletions(-) mode change 120000 => 100644 tests/tensorflow/data/model_transormer/2.11/functional_insert_after.dot mode change 120000 => 100644 tests/tensorflow/data/model_transormer/2.11/functional_insert_before.dot mode change 120000 => 100644 tests/tensorflow/data/model_transormer/2.11/sequential_block_insert_after.dot mode change 120000 => 100644 tests/tensorflow/data/model_transormer/2.11/sequential_block_insert_before.dot delete mode 100644 tests/tensorflow/data/model_transormer/2.8/functional_insert_after.dot delete mode 100644 tests/tensorflow/data/model_transormer/2.8/functional_insert_before.dot delete mode 100644 tests/tensorflow/data/model_transormer/2.8/sequential_block_insert_after.dot delete mode 100644 tests/tensorflow/data/model_transormer/2.8/sequential_block_insert_before.dot mode change 120000 => 100644 tests/tensorflow/data/reference_graphs/2.11/pruning/filter_pruning/densenet121.pb mode change 120000 => 100644 tests/tensorflow/data/reference_graphs/2.11/pruning/filter_pruning/mobilenet_v1.pb mode change 120000 => 100644 tests/tensorflow/data/reference_graphs/2.11/pruning/filter_pruning/mobilenet_v2.pb mode change 120000 => 100644 tests/tensorflow/data/reference_graphs/2.11/pruning/filter_pruning/mobilenet_v3_large.pb mode change 120000 => 100644 tests/tensorflow/data/reference_graphs/2.11/pruning/filter_pruning/mobilenet_v3_small.pb mode change 120000 => 100644 tests/tensorflow/data/reference_graphs/2.11/pruning/filter_pruning/resnet50.pb mode change 120000 => 100644 tests/tensorflow/data/reference_graphs/2.11/pruning/filter_pruning/retinanet.pb mode change 120000 => 100644 tests/tensorflow/data/reference_graphs/2.11/pruning/filter_pruning/sequential_model.pb mode change 120000 => 100644 tests/tensorflow/data/reference_graphs/2.11/pruning/filter_pruning/sequential_no_input_model.pb mode change 120000 => 100644 tests/tensorflow/data/reference_graphs/2.11/pruning/filter_pruning/shared_layers_model.pb mode change 120000 => 100644 tests/tensorflow/data/reference_graphs/2.11/pruning/filter_pruning/vgg16.pb mode change 120000 => 100644 tests/tensorflow/data/reference_graphs/2.11/pruning/filter_pruning/yolo_v4.pb mode change 120000 => 100644 tests/tensorflow/data/reference_graphs/2.11/quantized/hw/CPU/mobilenet_v2.pb mode change 120000 => 100644 tests/tensorflow/data/reference_graphs/2.11/quantized/hw/CPU/resnet50.pb mode change 120000 => 100644 tests/tensorflow/data/reference_graphs/2.11/quantized/hw/GPU/mobilenet_v2.pb mode change 120000 => 100644 tests/tensorflow/data/reference_graphs/2.11/quantized/hw/GPU/resnet50.pb mode change 120000 => 100644 tests/tensorflow/data/reference_graphs/2.11/quantized/hw/NPU/mobilenet_v2.pb mode change 120000 => 100644 tests/tensorflow/data/reference_graphs/2.11/quantized/hw/NPU/resnet50.pb mode change 120000 => 100644 tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/densenet121.pb mode change 120000 => 100644 tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/mask_rcnn.dot mode change 120000 => 100644 tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/mobilenet_v1.pb mode change 120000 => 100644 tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/mobilenet_v2.pb mode change 120000 => 100644 tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/mobilenet_v2_quantize_outputs.pb mode change 120000 => 100644 tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/mobilenet_v3_large.pb mode change 120000 => 100644 tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/mobilenet_v3_small.pb mode change 120000 => 100644 tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/resnet50.pb mode change 120000 => 100644 tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/resnet50v2.pb mode change 120000 => 100644 tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/retinanet.pb mode change 120000 => 100644 tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/retinanet_quantize_outputs.pb mode change 120000 => 100644 tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/sequential_model.pb mode change 120000 => 100644 tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/sequential_model_quantize_outputs.pb mode change 120000 => 100644 tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/sequential_no_input_model.pb mode change 120000 => 100644 tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/shared_layers_model.pb mode change 120000 => 100644 tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/shared_layers_model_quantize_outputs.pb mode change 120000 => 100644 tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/vgg16.pb mode change 120000 => 100644 tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/yolo_v4.pb mode change 120000 => 100644 tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_t_a_sym_t/densenet121.pb mode change 120000 => 100644 tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_t_a_sym_t/mask_rcnn.dot mode change 120000 => 100644 tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_t_a_sym_t/mobilenet_v1.pb mode change 120000 => 100644 tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_t_a_sym_t/mobilenet_v2.pb mode change 120000 => 100644 tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_t_a_sym_t/mobilenet_v2_quantize_outputs.pb mode change 120000 => 100644 tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_t_a_sym_t/mobilenet_v3_large.pb mode change 120000 => 100644 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tests/tensorflow/data/reference_graphs/2.8/sparsity/rb_sparsity/shared_layers_model.dot delete mode 100644 tests/tensorflow/data/reference_graphs/2.8/sparsity/rb_sparsity/vgg16.dot delete mode 100644 tests/tensorflow/data/reference_graphs/2.8/sparsity/rb_sparsity/xception.dot delete mode 100644 tests/tensorflow/data/reference_graphs/2.8/sparsity/rb_sparsity/yolo_v4.dot diff --git a/nncf/version.py b/nncf/version.py index 47d51cdc879..3325fab7383 100644 --- a/nncf/version.py +++ b/nncf/version.py @@ -14,4 +14,4 @@ BKC_TORCH_SPEC = "==2.3.*" BKC_TF_SPEC = "==2.15.*" -STRICT_TF_SPEC = ">=2.8.4,<2.16.0" +STRICT_TF_SPEC = ">=2.9.3,<2.16.0" diff --git a/tests/tensorflow/data/model_transormer/2.11/functional_insert_after.dot b/tests/tensorflow/data/model_transormer/2.11/functional_insert_after.dot deleted file mode 120000 index 88355092ce1..00000000000 --- a/tests/tensorflow/data/model_transormer/2.11/functional_insert_after.dot +++ /dev/null @@ -1 +0,0 @@ -../2.8/functional_insert_after.dot \ No newline at end of file diff --git a/tests/tensorflow/data/model_transormer/2.11/functional_insert_after.dot b/tests/tensorflow/data/model_transormer/2.11/functional_insert_after.dot new file mode 100644 index 00000000000..4592c5375c3 --- /dev/null +++ b/tests/tensorflow/data/model_transormer/2.11/functional_insert_after.dot @@ -0,0 +1,382 @@ +strict digraph { +"0 args_0" [id=0, op=Placeholder]; +"1 FakeQuantize_0/input/FakeQuantize_0/input_scale" [id=1, op=Placeholder]; +"2 ResnetBlockTest/FakeQuantize_0/input/SymmQuant/Abs/ReadVariableOp" [id=2, op=ReadVariableOp]; +"3 ResnetBlockTest/FakeQuantize_0/input/SymmQuant/Abs" [id=3, op=Abs]; +"4 ResnetBlockTest/FakeQuantize_0/input/SymmQuant/add/y" [id=4, op=Const]; +"5 ResnetBlockTest/FakeQuantize_0/input/SymmQuant/add" [id=5, op=AddV2]; +"6 FakeQuantize_0/input/FakeQuantize_0/input_signed" [id=6, op=Placeholder]; +"7 ResnetBlockTest/FakeQuantize_0/input/SymmQuant/mul/ReadVariableOp" [id=7, op=ReadVariableOp]; +"8 ResnetBlockTest/FakeQuantize_0/input/SymmQuant/mul" [id=8, op=Mul]; +"9 ResnetBlockTest/FakeQuantize_0/input/SymmQuant/FakeQuantWithMinMaxVars" [id=9, op=FakeQuantWithMinMaxVars]; +"10 conv2d/kernel" [id=10, op=Placeholder]; +"11 ResnetBlockTest/conv2d/Conv2D/ReadVariableOp" [id=11, op=ReadVariableOp]; +"12 ResnetBlockTest/conv2d/Conv2D" [id=12, op=Conv2D]; +"13 conv2d/bias" [id=13, op=Placeholder]; +"14 ResnetBlockTest/conv2d/BiasAdd/ReadVariableOp" [id=14, op=ReadVariableOp]; +"15 ResnetBlockTest/conv2d/BiasAdd" [id=15, op=BiasAdd]; +"16 ResnetBlockTest/conv2d/Relu" [id=16, op=Relu]; +"17 FakeQuantize_1/conv2d/FakeQuantize_1/conv2d_scale" [id=17, op=Placeholder]; +"18 ResnetBlockTest/FakeQuantize_1/conv2d/SymmQuant/Abs/ReadVariableOp" [id=18, op=ReadVariableOp]; +"19 ResnetBlockTest/FakeQuantize_1/conv2d/SymmQuant/Abs" [id=19, op=Abs]; +"20 ResnetBlockTest/FakeQuantize_1/conv2d/SymmQuant/add/y" [id=20, op=Const]; +"21 ResnetBlockTest/FakeQuantize_1/conv2d/SymmQuant/add" [id=21, op=AddV2]; +"22 FakeQuantize_1/conv2d/FakeQuantize_1/conv2d_signed" [id=22, op=Placeholder]; +"23 ResnetBlockTest/FakeQuantize_1/conv2d/SymmQuant/mul/ReadVariableOp" [id=23, op=ReadVariableOp]; +"24 ResnetBlockTest/FakeQuantize_1/conv2d/SymmQuant/mul" [id=24, op=Mul]; +"25 ResnetBlockTest/FakeQuantize_1/conv2d/SymmQuant/FakeQuantWithMinMaxVars" [id=25, op=FakeQuantWithMinMaxVars]; +"26 conv2d_2/kernel" [id=26, op=Placeholder]; +"27 ResnetBlockTest/conv2d_2/Conv2D/ReadVariableOp" [id=27, op=ReadVariableOp]; +"28 ResnetBlockTest/conv2d_2/Conv2D" [id=28, op=Conv2D]; +"29 conv2d_2/bias" [id=29, op=Placeholder]; +"30 ResnetBlockTest/conv2d_2/BiasAdd/ReadVariableOp" [id=30, op=ReadVariableOp]; +"31 ResnetBlockTest/conv2d_2/BiasAdd" [id=31, op=BiasAdd]; +"32 FakeQuantize_2/conv2d_2/FakeQuantize_2/conv2d_2_scale" [id=32, op=Placeholder]; +"33 ResnetBlockTest/FakeQuantize_2/conv2d_2/SymmQuant/Abs/ReadVariableOp" [id=33, op=ReadVariableOp]; +"34 ResnetBlockTest/FakeQuantize_2/conv2d_2/SymmQuant/Abs" [id=34, op=Abs]; +"35 ResnetBlockTest/FakeQuantize_2/conv2d_2/SymmQuant/add/y" [id=35, op=Const]; +"36 ResnetBlockTest/FakeQuantize_2/conv2d_2/SymmQuant/add" [id=36, op=AddV2]; +"37 FakeQuantize_2/conv2d_2/FakeQuantize_2/conv2d_2_signed" [id=37, op=Placeholder]; +"38 ResnetBlockTest/FakeQuantize_2/conv2d_2/SymmQuant/mul/ReadVariableOp" [id=38, op=ReadVariableOp]; +"39 ResnetBlockTest/FakeQuantize_2/conv2d_2/SymmQuant/mul" [id=39, op=Mul]; +"40 ResnetBlockTest/FakeQuantize_2/conv2d_2/SymmQuant/FakeQuantWithMinMaxVars" [id=40, op=FakeQuantWithMinMaxVars]; +"41 batch_normalization_1/gamma" [id=41, op=Placeholder]; +"42 ResnetBlockTest/batch_normalization_1/ReadVariableOp" [id=42, op=ReadVariableOp]; +"43 batch_normalization_1/beta" [id=43, op=Placeholder]; +"44 ResnetBlockTest/batch_normalization_1/ReadVariableOp_1" [id=44, op=ReadVariableOp]; +"45 batch_normalization_1/moving_mean" [id=45, op=Placeholder]; +"46 ResnetBlockTest/batch_normalization_1/FusedBatchNormV3/ReadVariableOp" [id=46, op=ReadVariableOp]; +"47 batch_normalization_1/moving_variance" [id=47, op=Placeholder]; +"48 ResnetBlockTest/batch_normalization_1/FusedBatchNormV3/ReadVariableOp_1" [id=48, op=ReadVariableOp]; +"49 ResnetBlockTest/batch_normalization_1/FusedBatchNormV3" [id=49, op=FusedBatchNormV3]; +"50 FakeQuantize_3/batch_normalization_1/FakeQuantize_3/batch_normalization_1_scale" [id=50, op=Placeholder]; +"51 ResnetBlockTest/FakeQuantize_3/batch_normalization_1/SymmQuant/Abs/ReadVariableOp" [id=51, op=ReadVariableOp]; +"52 ResnetBlockTest/FakeQuantize_3/batch_normalization_1/SymmQuant/Abs" [id=52, op=Abs]; +"53 ResnetBlockTest/FakeQuantize_3/batch_normalization_1/SymmQuant/add/y" [id=53, op=Const]; +"54 ResnetBlockTest/FakeQuantize_3/batch_normalization_1/SymmQuant/add" [id=54, op=AddV2]; +"55 FakeQuantize_3/batch_normalization_1/FakeQuantize_3/batch_normalization_1_signed" [id=55, op=Placeholder]; +"56 ResnetBlockTest/FakeQuantize_3/batch_normalization_1/SymmQuant/mul/ReadVariableOp" [id=56, op=ReadVariableOp]; +"57 ResnetBlockTest/FakeQuantize_3/batch_normalization_1/SymmQuant/mul" [id=57, op=Mul]; +"58 ResnetBlockTest/FakeQuantize_3/batch_normalization_1/SymmQuant/FakeQuantWithMinMaxVars" [id=58, op=FakeQuantWithMinMaxVars]; +"59 ResnetBlockTest/re_lu/Relu" [id=59, op=Relu]; +"60 FakeQuantize_4/re_lu/FakeQuantize_4/re_lu_scale" [id=60, op=Placeholder]; +"61 ResnetBlockTest/FakeQuantize_4/re_lu/SymmQuant/Abs/ReadVariableOp" [id=61, op=ReadVariableOp]; +"62 ResnetBlockTest/FakeQuantize_4/re_lu/SymmQuant/Abs" [id=62, op=Abs]; +"63 ResnetBlockTest/FakeQuantize_4/re_lu/SymmQuant/add/y" [id=63, op=Const]; +"64 ResnetBlockTest/FakeQuantize_4/re_lu/SymmQuant/add" [id=64, op=AddV2]; +"65 FakeQuantize_4/re_lu/FakeQuantize_4/re_lu_signed" [id=65, op=Placeholder]; +"66 ResnetBlockTest/FakeQuantize_4/re_lu/SymmQuant/mul/ReadVariableOp" [id=66, op=ReadVariableOp]; +"67 ResnetBlockTest/FakeQuantize_4/re_lu/SymmQuant/mul" [id=67, op=Mul]; +"68 ResnetBlockTest/FakeQuantize_4/re_lu/SymmQuant/FakeQuantWithMinMaxVars" [id=68, op=FakeQuantWithMinMaxVars]; +"69 conv2d_3/kernel" [id=69, op=Placeholder]; +"70 ResnetBlockTest/conv2d_3/Conv2D/ReadVariableOp" [id=70, op=ReadVariableOp]; +"71 ResnetBlockTest/conv2d_3/Conv2D" [id=71, op=Conv2D]; +"72 conv2d_3/bias" [id=72, op=Placeholder]; +"73 ResnetBlockTest/conv2d_3/BiasAdd/ReadVariableOp" [id=73, op=ReadVariableOp]; +"74 ResnetBlockTest/conv2d_3/BiasAdd" [id=74, op=BiasAdd]; +"75 conv2d_1/kernel" [id=75, op=Placeholder]; +"76 ResnetBlockTest/conv2d_1/Conv2D/ReadVariableOp" [id=76, op=ReadVariableOp]; +"77 ResnetBlockTest/conv2d_1/Conv2D" [id=77, op=Conv2D]; +"78 conv2d_1/bias" [id=78, op=Placeholder]; +"79 ResnetBlockTest/conv2d_1/BiasAdd/ReadVariableOp" [id=79, op=ReadVariableOp]; +"80 ResnetBlockTest/conv2d_1/BiasAdd" [id=80, op=BiasAdd]; +"81 FakeQuantize_6/conv2d_3/FakeQuantize_6/conv2d_3_scale" [id=81, op=Placeholder]; +"82 ResnetBlockTest/FakeQuantize_6/conv2d_3/SymmQuant/Abs/ReadVariableOp" [id=82, op=ReadVariableOp]; +"83 ResnetBlockTest/FakeQuantize_6/conv2d_3/SymmQuant/Abs" [id=83, op=Abs]; +"84 ResnetBlockTest/FakeQuantize_6/conv2d_3/SymmQuant/add/y" [id=84, op=Const]; +"85 ResnetBlockTest/FakeQuantize_6/conv2d_3/SymmQuant/add" [id=85, op=AddV2]; +"86 FakeQuantize_6/conv2d_3/FakeQuantize_6/conv2d_3_signed" [id=86, op=Placeholder]; +"87 ResnetBlockTest/FakeQuantize_6/conv2d_3/SymmQuant/mul/ReadVariableOp" [id=87, op=ReadVariableOp]; +"88 ResnetBlockTest/FakeQuantize_6/conv2d_3/SymmQuant/mul" [id=88, op=Mul]; +"89 ResnetBlockTest/FakeQuantize_6/conv2d_3/SymmQuant/FakeQuantWithMinMaxVars" [id=89, op=FakeQuantWithMinMaxVars]; +"90 FakeQuantize_5/conv2d_1/FakeQuantize_5/conv2d_1_scale" [id=90, op=Placeholder]; +"91 ResnetBlockTest/FakeQuantize_5/conv2d_1/SymmQuant/Abs/ReadVariableOp" [id=91, op=ReadVariableOp]; +"92 ResnetBlockTest/FakeQuantize_5/conv2d_1/SymmQuant/Abs" [id=92, op=Abs]; +"93 ResnetBlockTest/FakeQuantize_5/conv2d_1/SymmQuant/add/y" [id=93, op=Const]; +"94 ResnetBlockTest/FakeQuantize_5/conv2d_1/SymmQuant/add" [id=94, op=AddV2]; +"95 FakeQuantize_5/conv2d_1/FakeQuantize_5/conv2d_1_signed" [id=95, op=Placeholder]; +"96 ResnetBlockTest/FakeQuantize_5/conv2d_1/SymmQuant/mul/ReadVariableOp" [id=96, op=ReadVariableOp]; +"97 ResnetBlockTest/FakeQuantize_5/conv2d_1/SymmQuant/mul" [id=97, op=Mul]; +"98 ResnetBlockTest/FakeQuantize_5/conv2d_1/SymmQuant/FakeQuantWithMinMaxVars" [id=98, op=FakeQuantWithMinMaxVars]; +"99 batch_normalization_2/gamma" [id=99, op=Placeholder]; +"100 ResnetBlockTest/batch_normalization_2/ReadVariableOp" [id=100, op=ReadVariableOp]; +"101 batch_normalization_2/beta" [id=101, op=Placeholder]; +"102 ResnetBlockTest/batch_normalization_2/ReadVariableOp_1" [id=102, op=ReadVariableOp]; +"103 batch_normalization_2/moving_mean" [id=103, op=Placeholder]; +"104 ResnetBlockTest/batch_normalization_2/FusedBatchNormV3/ReadVariableOp" [id=104, op=ReadVariableOp]; +"105 batch_normalization_2/moving_variance" [id=105, op=Placeholder]; +"106 ResnetBlockTest/batch_normalization_2/FusedBatchNormV3/ReadVariableOp_1" [id=106, op=ReadVariableOp]; +"107 ResnetBlockTest/batch_normalization_2/FusedBatchNormV3" [id=107, op=FusedBatchNormV3]; +"108 batch_normalization/gamma" [id=108, op=Placeholder]; +"109 ResnetBlockTest/batch_normalization/ReadVariableOp" [id=109, op=ReadVariableOp]; +"110 batch_normalization/beta" [id=110, op=Placeholder]; +"111 ResnetBlockTest/batch_normalization/ReadVariableOp_1" [id=111, op=ReadVariableOp]; +"112 batch_normalization/moving_mean" [id=112, op=Placeholder]; +"113 ResnetBlockTest/batch_normalization/FusedBatchNormV3/ReadVariableOp" [id=113, op=ReadVariableOp]; +"114 batch_normalization/moving_variance" [id=114, op=Placeholder]; +"115 ResnetBlockTest/batch_normalization/FusedBatchNormV3/ReadVariableOp_1" [id=115, op=ReadVariableOp]; +"116 ResnetBlockTest/batch_normalization/FusedBatchNormV3" [id=116, op=FusedBatchNormV3]; +"117 FakeQuantize_7/batch_normalization/FakeQuantize_7/batch_normalization_scale" [id=117, op=Placeholder]; +"118 ResnetBlockTest/FakeQuantize_7/batch_normalization/SymmQuant/Abs/ReadVariableOp" [id=118, op=ReadVariableOp]; +"119 ResnetBlockTest/FakeQuantize_7/batch_normalization/SymmQuant/Abs" [id=119, op=Abs]; +"120 ResnetBlockTest/FakeQuantize_7/batch_normalization/SymmQuant/add/y" [id=120, op=Const]; +"121 ResnetBlockTest/FakeQuantize_7/batch_normalization/SymmQuant/add" [id=121, op=AddV2]; +"122 FakeQuantize_7/batch_normalization/FakeQuantize_7/batch_normalization_signed" [id=122, op=Placeholder]; +"123 ResnetBlockTest/FakeQuantize_7/batch_normalization/SymmQuant/mul/ReadVariableOp" [id=123, op=ReadVariableOp]; +"124 ResnetBlockTest/FakeQuantize_7/batch_normalization/SymmQuant/mul" [id=124, op=Mul]; +"125 ResnetBlockTest/FakeQuantize_7/batch_normalization/SymmQuant/FakeQuantWithMinMaxVars" [id=125, op=FakeQuantWithMinMaxVars]; +"126 FakeQuantize_8/batch_normalization_2/FakeQuantize_8/batch_normalization_2_scale" [id=126, op=Placeholder]; +"127 ResnetBlockTest/FakeQuantize_8/batch_normalization_2/SymmQuant/Abs/ReadVariableOp" [id=127, op=ReadVariableOp]; +"128 ResnetBlockTest/FakeQuantize_8/batch_normalization_2/SymmQuant/Abs" [id=128, op=Abs]; +"129 ResnetBlockTest/FakeQuantize_8/batch_normalization_2/SymmQuant/add/y" [id=129, op=Const]; +"130 ResnetBlockTest/FakeQuantize_8/batch_normalization_2/SymmQuant/add" [id=130, op=AddV2]; +"131 FakeQuantize_8/batch_normalization_2/FakeQuantize_8/batch_normalization_2_signed" [id=131, op=Placeholder]; +"132 ResnetBlockTest/FakeQuantize_8/batch_normalization_2/SymmQuant/mul/ReadVariableOp" [id=132, op=ReadVariableOp]; +"133 ResnetBlockTest/FakeQuantize_8/batch_normalization_2/SymmQuant/mul" [id=133, op=Mul]; +"134 ResnetBlockTest/FakeQuantize_8/batch_normalization_2/SymmQuant/FakeQuantWithMinMaxVars" [id=134, op=FakeQuantWithMinMaxVars]; +"135 ResnetBlockTest/add/add" [id=135, op=AddV2]; +"136 FakeQuantize_9/add/FakeQuantize_9/add_scale" [id=136, op=Placeholder]; +"137 ResnetBlockTest/FakeQuantize_9/add/SymmQuant/Abs/ReadVariableOp" [id=137, op=ReadVariableOp]; +"138 ResnetBlockTest/FakeQuantize_9/add/SymmQuant/Abs" [id=138, op=Abs]; +"139 ResnetBlockTest/FakeQuantize_9/add/SymmQuant/add/y" [id=139, op=Const]; +"140 ResnetBlockTest/FakeQuantize_9/add/SymmQuant/add" [id=140, op=AddV2]; +"141 FakeQuantize_9/add/FakeQuantize_9/add_signed" [id=141, op=Placeholder]; +"142 ResnetBlockTest/FakeQuantize_9/add/SymmQuant/mul/ReadVariableOp" [id=142, op=ReadVariableOp]; +"143 ResnetBlockTest/FakeQuantize_9/add/SymmQuant/mul" [id=143, op=Mul]; +"144 ResnetBlockTest/FakeQuantize_9/add/SymmQuant/FakeQuantWithMinMaxVars" [id=144, op=FakeQuantWithMinMaxVars]; +"145 dense/kernel" [id=145, op=Placeholder]; +"146 ResnetBlockTest/dense/Tensordot/ReadVariableOp" [id=146, op=ReadVariableOp]; +"147 ResnetBlockTest/dense/Tensordot/axes" [id=147, op=Const]; +"148 ResnetBlockTest/dense/Tensordot/free" [id=148, op=Const]; +"149 ResnetBlockTest/dense/Tensordot/Shape" [id=149, op=Shape]; +"150 ResnetBlockTest/dense/Tensordot/GatherV2/axis" [id=150, op=Const]; +"151 ResnetBlockTest/dense/Tensordot/GatherV2" [id=151, op=GatherV2]; +"152 ResnetBlockTest/dense/Tensordot/GatherV2_1/axis" [id=152, op=Const]; +"153 ResnetBlockTest/dense/Tensordot/GatherV2_1" [id=153, op=GatherV2]; +"154 ResnetBlockTest/dense/Tensordot/Const" [id=154, op=Const]; +"155 ResnetBlockTest/dense/Tensordot/Prod" [id=155, op=Prod]; +"156 ResnetBlockTest/dense/Tensordot/Const_1" [id=156, op=Const]; +"157 ResnetBlockTest/dense/Tensordot/Prod_1" [id=157, op=Prod]; +"158 ResnetBlockTest/dense/Tensordot/concat/axis" [id=158, op=Const]; +"159 ResnetBlockTest/dense/Tensordot/concat" [id=159, op=ConcatV2]; +"160 ResnetBlockTest/dense/Tensordot/stack" [id=160, op=Pack]; +"161 ResnetBlockTest/dense/Tensordot/transpose" [id=161, op=Transpose]; +"162 ResnetBlockTest/dense/Tensordot/Reshape" [id=162, op=Reshape]; +"163 ResnetBlockTest/dense/Tensordot/MatMul" [id=163, op=MatMul]; +"164 ResnetBlockTest/dense/Tensordot/Const_2" [id=164, op=Const]; +"165 ResnetBlockTest/dense/Tensordot/concat_1/axis" [id=165, op=Const]; +"166 ResnetBlockTest/dense/Tensordot/concat_1" [id=166, op=ConcatV2]; +"167 ResnetBlockTest/dense/Tensordot" [id=167, op=Reshape]; +"168 dense/bias" [id=168, op=Placeholder]; +"169 ResnetBlockTest/dense/BiasAdd/ReadVariableOp" [id=169, op=ReadVariableOp]; +"170 ResnetBlockTest/dense/BiasAdd" [id=170, op=BiasAdd]; +"171 ResnetBlockTest/dense/Softmax" [id=171, op=Softmax]; +"172 FakeQuantize_10/dense/FakeQuantize_10/dense_scale" [id=172, op=Placeholder]; +"173 ResnetBlockTest/FakeQuantize_10/dense/SymmQuant/Abs/ReadVariableOp" [id=173, op=ReadVariableOp]; +"174 ResnetBlockTest/FakeQuantize_10/dense/SymmQuant/Abs" [id=174, op=Abs]; +"175 ResnetBlockTest/FakeQuantize_10/dense/SymmQuant/add/y" [id=175, op=Const]; +"176 ResnetBlockTest/FakeQuantize_10/dense/SymmQuant/add" [id=176, op=AddV2]; +"177 FakeQuantize_10/dense/FakeQuantize_10/dense_signed" [id=177, op=Placeholder]; +"178 ResnetBlockTest/FakeQuantize_10/dense/SymmQuant/mul/ReadVariableOp" [id=178, op=ReadVariableOp]; +"179 ResnetBlockTest/FakeQuantize_10/dense/SymmQuant/mul" [id=179, op=Mul]; +"180 ResnetBlockTest/FakeQuantize_10/dense/SymmQuant/FakeQuantWithMinMaxVars" [id=180, op=FakeQuantWithMinMaxVars]; +"181 Identity" [id=181, op=Identity]; +"0 args_0" -> "9 ResnetBlockTest/FakeQuantize_0/input/SymmQuant/FakeQuantWithMinMaxVars"; +"1 FakeQuantize_0/input/FakeQuantize_0/input_scale" -> "2 ResnetBlockTest/FakeQuantize_0/input/SymmQuant/Abs/ReadVariableOp"; +"2 ResnetBlockTest/FakeQuantize_0/input/SymmQuant/Abs/ReadVariableOp" -> "3 ResnetBlockTest/FakeQuantize_0/input/SymmQuant/Abs"; +"3 ResnetBlockTest/FakeQuantize_0/input/SymmQuant/Abs" -> "5 ResnetBlockTest/FakeQuantize_0/input/SymmQuant/add"; +"4 ResnetBlockTest/FakeQuantize_0/input/SymmQuant/add/y" -> "5 ResnetBlockTest/FakeQuantize_0/input/SymmQuant/add"; +"5 ResnetBlockTest/FakeQuantize_0/input/SymmQuant/add" -> "8 ResnetBlockTest/FakeQuantize_0/input/SymmQuant/mul"; +"5 ResnetBlockTest/FakeQuantize_0/input/SymmQuant/add" -> "9 ResnetBlockTest/FakeQuantize_0/input/SymmQuant/FakeQuantWithMinMaxVars"; +"6 FakeQuantize_0/input/FakeQuantize_0/input_signed" -> "7 ResnetBlockTest/FakeQuantize_0/input/SymmQuant/mul/ReadVariableOp"; +"7 ResnetBlockTest/FakeQuantize_0/input/SymmQuant/mul/ReadVariableOp" -> "8 ResnetBlockTest/FakeQuantize_0/input/SymmQuant/mul"; +"8 ResnetBlockTest/FakeQuantize_0/input/SymmQuant/mul" -> "9 ResnetBlockTest/FakeQuantize_0/input/SymmQuant/FakeQuantWithMinMaxVars"; +"9 ResnetBlockTest/FakeQuantize_0/input/SymmQuant/FakeQuantWithMinMaxVars" -> "12 ResnetBlockTest/conv2d/Conv2D"; +"10 conv2d/kernel" -> "11 ResnetBlockTest/conv2d/Conv2D/ReadVariableOp"; +"11 ResnetBlockTest/conv2d/Conv2D/ReadVariableOp" -> "12 ResnetBlockTest/conv2d/Conv2D"; +"12 ResnetBlockTest/conv2d/Conv2D" -> "15 ResnetBlockTest/conv2d/BiasAdd"; +"13 conv2d/bias" -> "14 ResnetBlockTest/conv2d/BiasAdd/ReadVariableOp"; +"14 ResnetBlockTest/conv2d/BiasAdd/ReadVariableOp" -> "15 ResnetBlockTest/conv2d/BiasAdd"; +"15 ResnetBlockTest/conv2d/BiasAdd" -> "16 ResnetBlockTest/conv2d/Relu"; +"16 ResnetBlockTest/conv2d/Relu" -> "25 ResnetBlockTest/FakeQuantize_1/conv2d/SymmQuant/FakeQuantWithMinMaxVars"; +"17 FakeQuantize_1/conv2d/FakeQuantize_1/conv2d_scale" -> "18 ResnetBlockTest/FakeQuantize_1/conv2d/SymmQuant/Abs/ReadVariableOp"; +"18 ResnetBlockTest/FakeQuantize_1/conv2d/SymmQuant/Abs/ReadVariableOp" -> "19 ResnetBlockTest/FakeQuantize_1/conv2d/SymmQuant/Abs"; +"19 ResnetBlockTest/FakeQuantize_1/conv2d/SymmQuant/Abs" -> "21 ResnetBlockTest/FakeQuantize_1/conv2d/SymmQuant/add"; +"20 ResnetBlockTest/FakeQuantize_1/conv2d/SymmQuant/add/y" -> "21 ResnetBlockTest/FakeQuantize_1/conv2d/SymmQuant/add"; +"21 ResnetBlockTest/FakeQuantize_1/conv2d/SymmQuant/add" -> "24 ResnetBlockTest/FakeQuantize_1/conv2d/SymmQuant/mul"; +"21 ResnetBlockTest/FakeQuantize_1/conv2d/SymmQuant/add" -> "25 ResnetBlockTest/FakeQuantize_1/conv2d/SymmQuant/FakeQuantWithMinMaxVars"; +"22 FakeQuantize_1/conv2d/FakeQuantize_1/conv2d_signed" -> "23 ResnetBlockTest/FakeQuantize_1/conv2d/SymmQuant/mul/ReadVariableOp"; +"23 ResnetBlockTest/FakeQuantize_1/conv2d/SymmQuant/mul/ReadVariableOp" -> "24 ResnetBlockTest/FakeQuantize_1/conv2d/SymmQuant/mul"; +"24 ResnetBlockTest/FakeQuantize_1/conv2d/SymmQuant/mul" -> "25 ResnetBlockTest/FakeQuantize_1/conv2d/SymmQuant/FakeQuantWithMinMaxVars"; +"25 ResnetBlockTest/FakeQuantize_1/conv2d/SymmQuant/FakeQuantWithMinMaxVars" -> "28 ResnetBlockTest/conv2d_2/Conv2D"; +"25 ResnetBlockTest/FakeQuantize_1/conv2d/SymmQuant/FakeQuantWithMinMaxVars" -> "77 ResnetBlockTest/conv2d_1/Conv2D"; +"26 conv2d_2/kernel" -> "27 ResnetBlockTest/conv2d_2/Conv2D/ReadVariableOp"; +"27 ResnetBlockTest/conv2d_2/Conv2D/ReadVariableOp" -> "28 ResnetBlockTest/conv2d_2/Conv2D"; +"28 ResnetBlockTest/conv2d_2/Conv2D" -> "31 ResnetBlockTest/conv2d_2/BiasAdd"; +"29 conv2d_2/bias" -> "30 ResnetBlockTest/conv2d_2/BiasAdd/ReadVariableOp"; +"30 ResnetBlockTest/conv2d_2/BiasAdd/ReadVariableOp" -> "31 ResnetBlockTest/conv2d_2/BiasAdd"; +"31 ResnetBlockTest/conv2d_2/BiasAdd" -> "40 ResnetBlockTest/FakeQuantize_2/conv2d_2/SymmQuant/FakeQuantWithMinMaxVars"; +"32 FakeQuantize_2/conv2d_2/FakeQuantize_2/conv2d_2_scale" -> "33 ResnetBlockTest/FakeQuantize_2/conv2d_2/SymmQuant/Abs/ReadVariableOp"; +"33 ResnetBlockTest/FakeQuantize_2/conv2d_2/SymmQuant/Abs/ReadVariableOp" -> "34 ResnetBlockTest/FakeQuantize_2/conv2d_2/SymmQuant/Abs"; +"34 ResnetBlockTest/FakeQuantize_2/conv2d_2/SymmQuant/Abs" -> "36 ResnetBlockTest/FakeQuantize_2/conv2d_2/SymmQuant/add"; +"35 ResnetBlockTest/FakeQuantize_2/conv2d_2/SymmQuant/add/y" -> "36 ResnetBlockTest/FakeQuantize_2/conv2d_2/SymmQuant/add"; +"36 ResnetBlockTest/FakeQuantize_2/conv2d_2/SymmQuant/add" -> "39 ResnetBlockTest/FakeQuantize_2/conv2d_2/SymmQuant/mul"; +"36 ResnetBlockTest/FakeQuantize_2/conv2d_2/SymmQuant/add" -> "40 ResnetBlockTest/FakeQuantize_2/conv2d_2/SymmQuant/FakeQuantWithMinMaxVars"; +"37 FakeQuantize_2/conv2d_2/FakeQuantize_2/conv2d_2_signed" -> "38 ResnetBlockTest/FakeQuantize_2/conv2d_2/SymmQuant/mul/ReadVariableOp"; +"38 ResnetBlockTest/FakeQuantize_2/conv2d_2/SymmQuant/mul/ReadVariableOp" -> "39 ResnetBlockTest/FakeQuantize_2/conv2d_2/SymmQuant/mul"; +"39 ResnetBlockTest/FakeQuantize_2/conv2d_2/SymmQuant/mul" -> "40 ResnetBlockTest/FakeQuantize_2/conv2d_2/SymmQuant/FakeQuantWithMinMaxVars"; +"40 ResnetBlockTest/FakeQuantize_2/conv2d_2/SymmQuant/FakeQuantWithMinMaxVars" -> "49 ResnetBlockTest/batch_normalization_1/FusedBatchNormV3"; +"41 batch_normalization_1/gamma" -> "42 ResnetBlockTest/batch_normalization_1/ReadVariableOp"; +"42 ResnetBlockTest/batch_normalization_1/ReadVariableOp" -> "49 ResnetBlockTest/batch_normalization_1/FusedBatchNormV3"; +"43 batch_normalization_1/beta" -> "44 ResnetBlockTest/batch_normalization_1/ReadVariableOp_1"; +"44 ResnetBlockTest/batch_normalization_1/ReadVariableOp_1" -> "49 ResnetBlockTest/batch_normalization_1/FusedBatchNormV3"; +"45 batch_normalization_1/moving_mean" -> "46 ResnetBlockTest/batch_normalization_1/FusedBatchNormV3/ReadVariableOp"; +"46 ResnetBlockTest/batch_normalization_1/FusedBatchNormV3/ReadVariableOp" -> "49 ResnetBlockTest/batch_normalization_1/FusedBatchNormV3"; +"47 batch_normalization_1/moving_variance" -> "48 ResnetBlockTest/batch_normalization_1/FusedBatchNormV3/ReadVariableOp_1"; +"48 ResnetBlockTest/batch_normalization_1/FusedBatchNormV3/ReadVariableOp_1" -> "49 ResnetBlockTest/batch_normalization_1/FusedBatchNormV3"; +"49 ResnetBlockTest/batch_normalization_1/FusedBatchNormV3" -> "58 ResnetBlockTest/FakeQuantize_3/batch_normalization_1/SymmQuant/FakeQuantWithMinMaxVars"; +"50 FakeQuantize_3/batch_normalization_1/FakeQuantize_3/batch_normalization_1_scale" -> "51 ResnetBlockTest/FakeQuantize_3/batch_normalization_1/SymmQuant/Abs/ReadVariableOp"; +"51 ResnetBlockTest/FakeQuantize_3/batch_normalization_1/SymmQuant/Abs/ReadVariableOp" -> "52 ResnetBlockTest/FakeQuantize_3/batch_normalization_1/SymmQuant/Abs"; +"52 ResnetBlockTest/FakeQuantize_3/batch_normalization_1/SymmQuant/Abs" -> "54 ResnetBlockTest/FakeQuantize_3/batch_normalization_1/SymmQuant/add"; +"53 ResnetBlockTest/FakeQuantize_3/batch_normalization_1/SymmQuant/add/y" -> "54 ResnetBlockTest/FakeQuantize_3/batch_normalization_1/SymmQuant/add"; +"54 ResnetBlockTest/FakeQuantize_3/batch_normalization_1/SymmQuant/add" -> "57 ResnetBlockTest/FakeQuantize_3/batch_normalization_1/SymmQuant/mul"; +"54 ResnetBlockTest/FakeQuantize_3/batch_normalization_1/SymmQuant/add" -> "58 ResnetBlockTest/FakeQuantize_3/batch_normalization_1/SymmQuant/FakeQuantWithMinMaxVars"; +"55 FakeQuantize_3/batch_normalization_1/FakeQuantize_3/batch_normalization_1_signed" -> "56 ResnetBlockTest/FakeQuantize_3/batch_normalization_1/SymmQuant/mul/ReadVariableOp"; +"56 ResnetBlockTest/FakeQuantize_3/batch_normalization_1/SymmQuant/mul/ReadVariableOp" -> "57 ResnetBlockTest/FakeQuantize_3/batch_normalization_1/SymmQuant/mul"; +"57 ResnetBlockTest/FakeQuantize_3/batch_normalization_1/SymmQuant/mul" -> "58 ResnetBlockTest/FakeQuantize_3/batch_normalization_1/SymmQuant/FakeQuantWithMinMaxVars"; +"58 ResnetBlockTest/FakeQuantize_3/batch_normalization_1/SymmQuant/FakeQuantWithMinMaxVars" -> "59 ResnetBlockTest/re_lu/Relu"; +"59 ResnetBlockTest/re_lu/Relu" -> "68 ResnetBlockTest/FakeQuantize_4/re_lu/SymmQuant/FakeQuantWithMinMaxVars"; +"60 FakeQuantize_4/re_lu/FakeQuantize_4/re_lu_scale" -> "61 ResnetBlockTest/FakeQuantize_4/re_lu/SymmQuant/Abs/ReadVariableOp"; +"61 ResnetBlockTest/FakeQuantize_4/re_lu/SymmQuant/Abs/ReadVariableOp" -> "62 ResnetBlockTest/FakeQuantize_4/re_lu/SymmQuant/Abs"; +"62 ResnetBlockTest/FakeQuantize_4/re_lu/SymmQuant/Abs" -> "64 ResnetBlockTest/FakeQuantize_4/re_lu/SymmQuant/add"; +"63 ResnetBlockTest/FakeQuantize_4/re_lu/SymmQuant/add/y" -> "64 ResnetBlockTest/FakeQuantize_4/re_lu/SymmQuant/add"; +"64 ResnetBlockTest/FakeQuantize_4/re_lu/SymmQuant/add" -> "67 ResnetBlockTest/FakeQuantize_4/re_lu/SymmQuant/mul"; +"64 ResnetBlockTest/FakeQuantize_4/re_lu/SymmQuant/add" -> "68 ResnetBlockTest/FakeQuantize_4/re_lu/SymmQuant/FakeQuantWithMinMaxVars"; +"65 FakeQuantize_4/re_lu/FakeQuantize_4/re_lu_signed" -> "66 ResnetBlockTest/FakeQuantize_4/re_lu/SymmQuant/mul/ReadVariableOp"; +"66 ResnetBlockTest/FakeQuantize_4/re_lu/SymmQuant/mul/ReadVariableOp" -> "67 ResnetBlockTest/FakeQuantize_4/re_lu/SymmQuant/mul"; +"67 ResnetBlockTest/FakeQuantize_4/re_lu/SymmQuant/mul" -> "68 ResnetBlockTest/FakeQuantize_4/re_lu/SymmQuant/FakeQuantWithMinMaxVars"; +"68 ResnetBlockTest/FakeQuantize_4/re_lu/SymmQuant/FakeQuantWithMinMaxVars" -> "71 ResnetBlockTest/conv2d_3/Conv2D"; +"69 conv2d_3/kernel" -> "70 ResnetBlockTest/conv2d_3/Conv2D/ReadVariableOp"; +"70 ResnetBlockTest/conv2d_3/Conv2D/ReadVariableOp" -> "71 ResnetBlockTest/conv2d_3/Conv2D"; +"71 ResnetBlockTest/conv2d_3/Conv2D" -> "74 ResnetBlockTest/conv2d_3/BiasAdd"; +"72 conv2d_3/bias" -> "73 ResnetBlockTest/conv2d_3/BiasAdd/ReadVariableOp"; +"73 ResnetBlockTest/conv2d_3/BiasAdd/ReadVariableOp" -> "74 ResnetBlockTest/conv2d_3/BiasAdd"; +"74 ResnetBlockTest/conv2d_3/BiasAdd" -> "89 ResnetBlockTest/FakeQuantize_6/conv2d_3/SymmQuant/FakeQuantWithMinMaxVars"; +"75 conv2d_1/kernel" -> "76 ResnetBlockTest/conv2d_1/Conv2D/ReadVariableOp"; +"76 ResnetBlockTest/conv2d_1/Conv2D/ReadVariableOp" -> "77 ResnetBlockTest/conv2d_1/Conv2D"; +"77 ResnetBlockTest/conv2d_1/Conv2D" -> "80 ResnetBlockTest/conv2d_1/BiasAdd"; +"78 conv2d_1/bias" -> "79 ResnetBlockTest/conv2d_1/BiasAdd/ReadVariableOp"; +"79 ResnetBlockTest/conv2d_1/BiasAdd/ReadVariableOp" -> "80 ResnetBlockTest/conv2d_1/BiasAdd"; +"80 ResnetBlockTest/conv2d_1/BiasAdd" -> "98 ResnetBlockTest/FakeQuantize_5/conv2d_1/SymmQuant/FakeQuantWithMinMaxVars"; +"81 FakeQuantize_6/conv2d_3/FakeQuantize_6/conv2d_3_scale" -> "82 ResnetBlockTest/FakeQuantize_6/conv2d_3/SymmQuant/Abs/ReadVariableOp"; +"82 ResnetBlockTest/FakeQuantize_6/conv2d_3/SymmQuant/Abs/ReadVariableOp" -> "83 ResnetBlockTest/FakeQuantize_6/conv2d_3/SymmQuant/Abs"; +"83 ResnetBlockTest/FakeQuantize_6/conv2d_3/SymmQuant/Abs" -> "85 ResnetBlockTest/FakeQuantize_6/conv2d_3/SymmQuant/add"; +"84 ResnetBlockTest/FakeQuantize_6/conv2d_3/SymmQuant/add/y" -> "85 ResnetBlockTest/FakeQuantize_6/conv2d_3/SymmQuant/add"; +"85 ResnetBlockTest/FakeQuantize_6/conv2d_3/SymmQuant/add" -> "88 ResnetBlockTest/FakeQuantize_6/conv2d_3/SymmQuant/mul"; +"85 ResnetBlockTest/FakeQuantize_6/conv2d_3/SymmQuant/add" -> "89 ResnetBlockTest/FakeQuantize_6/conv2d_3/SymmQuant/FakeQuantWithMinMaxVars"; +"86 FakeQuantize_6/conv2d_3/FakeQuantize_6/conv2d_3_signed" -> "87 ResnetBlockTest/FakeQuantize_6/conv2d_3/SymmQuant/mul/ReadVariableOp"; +"87 ResnetBlockTest/FakeQuantize_6/conv2d_3/SymmQuant/mul/ReadVariableOp" -> "88 ResnetBlockTest/FakeQuantize_6/conv2d_3/SymmQuant/mul"; +"88 ResnetBlockTest/FakeQuantize_6/conv2d_3/SymmQuant/mul" -> "89 ResnetBlockTest/FakeQuantize_6/conv2d_3/SymmQuant/FakeQuantWithMinMaxVars"; +"89 ResnetBlockTest/FakeQuantize_6/conv2d_3/SymmQuant/FakeQuantWithMinMaxVars" -> "107 ResnetBlockTest/batch_normalization_2/FusedBatchNormV3"; +"90 FakeQuantize_5/conv2d_1/FakeQuantize_5/conv2d_1_scale" -> "91 ResnetBlockTest/FakeQuantize_5/conv2d_1/SymmQuant/Abs/ReadVariableOp"; +"91 ResnetBlockTest/FakeQuantize_5/conv2d_1/SymmQuant/Abs/ReadVariableOp" -> "92 ResnetBlockTest/FakeQuantize_5/conv2d_1/SymmQuant/Abs"; +"92 ResnetBlockTest/FakeQuantize_5/conv2d_1/SymmQuant/Abs" -> "94 ResnetBlockTest/FakeQuantize_5/conv2d_1/SymmQuant/add"; +"93 ResnetBlockTest/FakeQuantize_5/conv2d_1/SymmQuant/add/y" -> "94 ResnetBlockTest/FakeQuantize_5/conv2d_1/SymmQuant/add"; +"94 ResnetBlockTest/FakeQuantize_5/conv2d_1/SymmQuant/add" -> "97 ResnetBlockTest/FakeQuantize_5/conv2d_1/SymmQuant/mul"; +"94 ResnetBlockTest/FakeQuantize_5/conv2d_1/SymmQuant/add" -> "98 ResnetBlockTest/FakeQuantize_5/conv2d_1/SymmQuant/FakeQuantWithMinMaxVars"; +"95 FakeQuantize_5/conv2d_1/FakeQuantize_5/conv2d_1_signed" -> "96 ResnetBlockTest/FakeQuantize_5/conv2d_1/SymmQuant/mul/ReadVariableOp"; +"96 ResnetBlockTest/FakeQuantize_5/conv2d_1/SymmQuant/mul/ReadVariableOp" -> "97 ResnetBlockTest/FakeQuantize_5/conv2d_1/SymmQuant/mul"; +"97 ResnetBlockTest/FakeQuantize_5/conv2d_1/SymmQuant/mul" -> "98 ResnetBlockTest/FakeQuantize_5/conv2d_1/SymmQuant/FakeQuantWithMinMaxVars"; +"98 ResnetBlockTest/FakeQuantize_5/conv2d_1/SymmQuant/FakeQuantWithMinMaxVars" -> "116 ResnetBlockTest/batch_normalization/FusedBatchNormV3"; +"99 batch_normalization_2/gamma" -> "100 ResnetBlockTest/batch_normalization_2/ReadVariableOp"; +"100 ResnetBlockTest/batch_normalization_2/ReadVariableOp" -> "107 ResnetBlockTest/batch_normalization_2/FusedBatchNormV3"; +"101 batch_normalization_2/beta" -> "102 ResnetBlockTest/batch_normalization_2/ReadVariableOp_1"; +"102 ResnetBlockTest/batch_normalization_2/ReadVariableOp_1" -> "107 ResnetBlockTest/batch_normalization_2/FusedBatchNormV3"; +"103 batch_normalization_2/moving_mean" -> "104 ResnetBlockTest/batch_normalization_2/FusedBatchNormV3/ReadVariableOp"; +"104 ResnetBlockTest/batch_normalization_2/FusedBatchNormV3/ReadVariableOp" -> "107 ResnetBlockTest/batch_normalization_2/FusedBatchNormV3"; +"105 batch_normalization_2/moving_variance" -> "106 ResnetBlockTest/batch_normalization_2/FusedBatchNormV3/ReadVariableOp_1"; +"106 ResnetBlockTest/batch_normalization_2/FusedBatchNormV3/ReadVariableOp_1" -> "107 ResnetBlockTest/batch_normalization_2/FusedBatchNormV3"; +"107 ResnetBlockTest/batch_normalization_2/FusedBatchNormV3" -> "134 ResnetBlockTest/FakeQuantize_8/batch_normalization_2/SymmQuant/FakeQuantWithMinMaxVars"; +"108 batch_normalization/gamma" -> "109 ResnetBlockTest/batch_normalization/ReadVariableOp"; +"109 ResnetBlockTest/batch_normalization/ReadVariableOp" -> "116 ResnetBlockTest/batch_normalization/FusedBatchNormV3"; +"110 batch_normalization/beta" -> "111 ResnetBlockTest/batch_normalization/ReadVariableOp_1"; +"111 ResnetBlockTest/batch_normalization/ReadVariableOp_1" -> "116 ResnetBlockTest/batch_normalization/FusedBatchNormV3"; +"112 batch_normalization/moving_mean" -> "113 ResnetBlockTest/batch_normalization/FusedBatchNormV3/ReadVariableOp"; +"113 ResnetBlockTest/batch_normalization/FusedBatchNormV3/ReadVariableOp" -> "116 ResnetBlockTest/batch_normalization/FusedBatchNormV3"; +"114 batch_normalization/moving_variance" -> "115 ResnetBlockTest/batch_normalization/FusedBatchNormV3/ReadVariableOp_1"; +"115 ResnetBlockTest/batch_normalization/FusedBatchNormV3/ReadVariableOp_1" -> "116 ResnetBlockTest/batch_normalization/FusedBatchNormV3"; +"116 ResnetBlockTest/batch_normalization/FusedBatchNormV3" -> "125 ResnetBlockTest/FakeQuantize_7/batch_normalization/SymmQuant/FakeQuantWithMinMaxVars"; +"117 FakeQuantize_7/batch_normalization/FakeQuantize_7/batch_normalization_scale" -> "118 ResnetBlockTest/FakeQuantize_7/batch_normalization/SymmQuant/Abs/ReadVariableOp"; +"118 ResnetBlockTest/FakeQuantize_7/batch_normalization/SymmQuant/Abs/ReadVariableOp" -> "119 ResnetBlockTest/FakeQuantize_7/batch_normalization/SymmQuant/Abs"; +"119 ResnetBlockTest/FakeQuantize_7/batch_normalization/SymmQuant/Abs" -> "121 ResnetBlockTest/FakeQuantize_7/batch_normalization/SymmQuant/add"; +"120 ResnetBlockTest/FakeQuantize_7/batch_normalization/SymmQuant/add/y" -> "121 ResnetBlockTest/FakeQuantize_7/batch_normalization/SymmQuant/add"; +"121 ResnetBlockTest/FakeQuantize_7/batch_normalization/SymmQuant/add" -> "124 ResnetBlockTest/FakeQuantize_7/batch_normalization/SymmQuant/mul"; +"121 ResnetBlockTest/FakeQuantize_7/batch_normalization/SymmQuant/add" -> "125 ResnetBlockTest/FakeQuantize_7/batch_normalization/SymmQuant/FakeQuantWithMinMaxVars"; +"122 FakeQuantize_7/batch_normalization/FakeQuantize_7/batch_normalization_signed" -> "123 ResnetBlockTest/FakeQuantize_7/batch_normalization/SymmQuant/mul/ReadVariableOp"; +"123 ResnetBlockTest/FakeQuantize_7/batch_normalization/SymmQuant/mul/ReadVariableOp" -> "124 ResnetBlockTest/FakeQuantize_7/batch_normalization/SymmQuant/mul"; +"124 ResnetBlockTest/FakeQuantize_7/batch_normalization/SymmQuant/mul" -> "125 ResnetBlockTest/FakeQuantize_7/batch_normalization/SymmQuant/FakeQuantWithMinMaxVars"; +"125 ResnetBlockTest/FakeQuantize_7/batch_normalization/SymmQuant/FakeQuantWithMinMaxVars" -> "135 ResnetBlockTest/add/add"; +"126 FakeQuantize_8/batch_normalization_2/FakeQuantize_8/batch_normalization_2_scale" -> "127 ResnetBlockTest/FakeQuantize_8/batch_normalization_2/SymmQuant/Abs/ReadVariableOp"; +"127 ResnetBlockTest/FakeQuantize_8/batch_normalization_2/SymmQuant/Abs/ReadVariableOp" -> "128 ResnetBlockTest/FakeQuantize_8/batch_normalization_2/SymmQuant/Abs"; +"128 ResnetBlockTest/FakeQuantize_8/batch_normalization_2/SymmQuant/Abs" -> "130 ResnetBlockTest/FakeQuantize_8/batch_normalization_2/SymmQuant/add"; +"129 ResnetBlockTest/FakeQuantize_8/batch_normalization_2/SymmQuant/add/y" -> "130 ResnetBlockTest/FakeQuantize_8/batch_normalization_2/SymmQuant/add"; +"130 ResnetBlockTest/FakeQuantize_8/batch_normalization_2/SymmQuant/add" -> "133 ResnetBlockTest/FakeQuantize_8/batch_normalization_2/SymmQuant/mul"; +"130 ResnetBlockTest/FakeQuantize_8/batch_normalization_2/SymmQuant/add" -> "134 ResnetBlockTest/FakeQuantize_8/batch_normalization_2/SymmQuant/FakeQuantWithMinMaxVars"; +"131 FakeQuantize_8/batch_normalization_2/FakeQuantize_8/batch_normalization_2_signed" -> "132 ResnetBlockTest/FakeQuantize_8/batch_normalization_2/SymmQuant/mul/ReadVariableOp"; +"132 ResnetBlockTest/FakeQuantize_8/batch_normalization_2/SymmQuant/mul/ReadVariableOp" -> "133 ResnetBlockTest/FakeQuantize_8/batch_normalization_2/SymmQuant/mul"; +"133 ResnetBlockTest/FakeQuantize_8/batch_normalization_2/SymmQuant/mul" -> "134 ResnetBlockTest/FakeQuantize_8/batch_normalization_2/SymmQuant/FakeQuantWithMinMaxVars"; +"134 ResnetBlockTest/FakeQuantize_8/batch_normalization_2/SymmQuant/FakeQuantWithMinMaxVars" -> "135 ResnetBlockTest/add/add"; +"135 ResnetBlockTest/add/add" -> "144 ResnetBlockTest/FakeQuantize_9/add/SymmQuant/FakeQuantWithMinMaxVars"; +"136 FakeQuantize_9/add/FakeQuantize_9/add_scale" -> "137 ResnetBlockTest/FakeQuantize_9/add/SymmQuant/Abs/ReadVariableOp"; +"137 ResnetBlockTest/FakeQuantize_9/add/SymmQuant/Abs/ReadVariableOp" -> "138 ResnetBlockTest/FakeQuantize_9/add/SymmQuant/Abs"; +"138 ResnetBlockTest/FakeQuantize_9/add/SymmQuant/Abs" -> "140 ResnetBlockTest/FakeQuantize_9/add/SymmQuant/add"; +"139 ResnetBlockTest/FakeQuantize_9/add/SymmQuant/add/y" -> "140 ResnetBlockTest/FakeQuantize_9/add/SymmQuant/add"; +"140 ResnetBlockTest/FakeQuantize_9/add/SymmQuant/add" -> "143 ResnetBlockTest/FakeQuantize_9/add/SymmQuant/mul"; +"140 ResnetBlockTest/FakeQuantize_9/add/SymmQuant/add" -> "144 ResnetBlockTest/FakeQuantize_9/add/SymmQuant/FakeQuantWithMinMaxVars"; +"141 FakeQuantize_9/add/FakeQuantize_9/add_signed" -> "142 ResnetBlockTest/FakeQuantize_9/add/SymmQuant/mul/ReadVariableOp"; +"142 ResnetBlockTest/FakeQuantize_9/add/SymmQuant/mul/ReadVariableOp" -> "143 ResnetBlockTest/FakeQuantize_9/add/SymmQuant/mul"; +"143 ResnetBlockTest/FakeQuantize_9/add/SymmQuant/mul" -> "144 ResnetBlockTest/FakeQuantize_9/add/SymmQuant/FakeQuantWithMinMaxVars"; +"144 ResnetBlockTest/FakeQuantize_9/add/SymmQuant/FakeQuantWithMinMaxVars" -> "149 ResnetBlockTest/dense/Tensordot/Shape"; +"144 ResnetBlockTest/FakeQuantize_9/add/SymmQuant/FakeQuantWithMinMaxVars" -> "161 ResnetBlockTest/dense/Tensordot/transpose"; +"145 dense/kernel" -> "146 ResnetBlockTest/dense/Tensordot/ReadVariableOp"; +"146 ResnetBlockTest/dense/Tensordot/ReadVariableOp" -> "163 ResnetBlockTest/dense/Tensordot/MatMul"; +"147 ResnetBlockTest/dense/Tensordot/axes" -> "153 ResnetBlockTest/dense/Tensordot/GatherV2_1"; +"147 ResnetBlockTest/dense/Tensordot/axes" -> "159 ResnetBlockTest/dense/Tensordot/concat"; +"148 ResnetBlockTest/dense/Tensordot/free" -> "151 ResnetBlockTest/dense/Tensordot/GatherV2"; +"148 ResnetBlockTest/dense/Tensordot/free" -> "159 ResnetBlockTest/dense/Tensordot/concat"; +"149 ResnetBlockTest/dense/Tensordot/Shape" -> "151 ResnetBlockTest/dense/Tensordot/GatherV2"; +"149 ResnetBlockTest/dense/Tensordot/Shape" -> "153 ResnetBlockTest/dense/Tensordot/GatherV2_1"; +"150 ResnetBlockTest/dense/Tensordot/GatherV2/axis" -> "151 ResnetBlockTest/dense/Tensordot/GatherV2"; +"151 ResnetBlockTest/dense/Tensordot/GatherV2" -> "155 ResnetBlockTest/dense/Tensordot/Prod"; +"151 ResnetBlockTest/dense/Tensordot/GatherV2" -> "166 ResnetBlockTest/dense/Tensordot/concat_1"; +"152 ResnetBlockTest/dense/Tensordot/GatherV2_1/axis" -> "153 ResnetBlockTest/dense/Tensordot/GatherV2_1"; +"153 ResnetBlockTest/dense/Tensordot/GatherV2_1" -> "157 ResnetBlockTest/dense/Tensordot/Prod_1"; +"154 ResnetBlockTest/dense/Tensordot/Const" -> "155 ResnetBlockTest/dense/Tensordot/Prod"; +"155 ResnetBlockTest/dense/Tensordot/Prod" -> "160 ResnetBlockTest/dense/Tensordot/stack"; +"156 ResnetBlockTest/dense/Tensordot/Const_1" -> "157 ResnetBlockTest/dense/Tensordot/Prod_1"; +"157 ResnetBlockTest/dense/Tensordot/Prod_1" -> "160 ResnetBlockTest/dense/Tensordot/stack"; +"158 ResnetBlockTest/dense/Tensordot/concat/axis" -> "159 ResnetBlockTest/dense/Tensordot/concat"; +"159 ResnetBlockTest/dense/Tensordot/concat" -> "161 ResnetBlockTest/dense/Tensordot/transpose"; +"160 ResnetBlockTest/dense/Tensordot/stack" -> "162 ResnetBlockTest/dense/Tensordot/Reshape"; +"161 ResnetBlockTest/dense/Tensordot/transpose" -> "162 ResnetBlockTest/dense/Tensordot/Reshape"; +"162 ResnetBlockTest/dense/Tensordot/Reshape" -> "163 ResnetBlockTest/dense/Tensordot/MatMul"; +"163 ResnetBlockTest/dense/Tensordot/MatMul" -> "167 ResnetBlockTest/dense/Tensordot"; +"164 ResnetBlockTest/dense/Tensordot/Const_2" -> "166 ResnetBlockTest/dense/Tensordot/concat_1"; +"165 ResnetBlockTest/dense/Tensordot/concat_1/axis" -> "166 ResnetBlockTest/dense/Tensordot/concat_1"; +"166 ResnetBlockTest/dense/Tensordot/concat_1" -> "167 ResnetBlockTest/dense/Tensordot"; +"167 ResnetBlockTest/dense/Tensordot" -> "170 ResnetBlockTest/dense/BiasAdd"; +"168 dense/bias" -> "169 ResnetBlockTest/dense/BiasAdd/ReadVariableOp"; +"169 ResnetBlockTest/dense/BiasAdd/ReadVariableOp" -> "170 ResnetBlockTest/dense/BiasAdd"; +"170 ResnetBlockTest/dense/BiasAdd" -> "171 ResnetBlockTest/dense/Softmax"; +"171 ResnetBlockTest/dense/Softmax" -> "180 ResnetBlockTest/FakeQuantize_10/dense/SymmQuant/FakeQuantWithMinMaxVars"; +"172 FakeQuantize_10/dense/FakeQuantize_10/dense_scale" -> "173 ResnetBlockTest/FakeQuantize_10/dense/SymmQuant/Abs/ReadVariableOp"; +"173 ResnetBlockTest/FakeQuantize_10/dense/SymmQuant/Abs/ReadVariableOp" -> "174 ResnetBlockTest/FakeQuantize_10/dense/SymmQuant/Abs"; +"174 ResnetBlockTest/FakeQuantize_10/dense/SymmQuant/Abs" -> "176 ResnetBlockTest/FakeQuantize_10/dense/SymmQuant/add"; +"175 ResnetBlockTest/FakeQuantize_10/dense/SymmQuant/add/y" -> "176 ResnetBlockTest/FakeQuantize_10/dense/SymmQuant/add"; +"176 ResnetBlockTest/FakeQuantize_10/dense/SymmQuant/add" -> "179 ResnetBlockTest/FakeQuantize_10/dense/SymmQuant/mul"; +"176 ResnetBlockTest/FakeQuantize_10/dense/SymmQuant/add" -> "180 ResnetBlockTest/FakeQuantize_10/dense/SymmQuant/FakeQuantWithMinMaxVars"; +"177 FakeQuantize_10/dense/FakeQuantize_10/dense_signed" -> "178 ResnetBlockTest/FakeQuantize_10/dense/SymmQuant/mul/ReadVariableOp"; +"178 ResnetBlockTest/FakeQuantize_10/dense/SymmQuant/mul/ReadVariableOp" -> "179 ResnetBlockTest/FakeQuantize_10/dense/SymmQuant/mul"; +"179 ResnetBlockTest/FakeQuantize_10/dense/SymmQuant/mul" -> "180 ResnetBlockTest/FakeQuantize_10/dense/SymmQuant/FakeQuantWithMinMaxVars"; +"180 ResnetBlockTest/FakeQuantize_10/dense/SymmQuant/FakeQuantWithMinMaxVars" -> "181 Identity"; +} diff --git a/tests/tensorflow/data/model_transormer/2.11/functional_insert_before.dot b/tests/tensorflow/data/model_transormer/2.11/functional_insert_before.dot deleted file mode 120000 index 8589d6f701b..00000000000 --- a/tests/tensorflow/data/model_transormer/2.11/functional_insert_before.dot +++ /dev/null @@ -1 +0,0 @@ -../2.8/functional_insert_before.dot \ No newline at end of file diff --git a/tests/tensorflow/data/model_transormer/2.11/functional_insert_before.dot b/tests/tensorflow/data/model_transormer/2.11/functional_insert_before.dot new file mode 100644 index 00000000000..ff950993065 --- /dev/null +++ b/tests/tensorflow/data/model_transormer/2.11/functional_insert_before.dot @@ -0,0 +1,382 @@ +strict digraph { +"0 args_0" [id=0, op=Placeholder]; +"1 FakeQuantize_1.0/conv2d/FakeQuantize_1.0/conv2d_scale" [id=1, op=Placeholder]; +"2 ResnetBlockTest/FakeQuantize_1.0/conv2d/SymmQuant/Abs/ReadVariableOp" [id=2, op=ReadVariableOp]; +"3 ResnetBlockTest/FakeQuantize_1.0/conv2d/SymmQuant/Abs" [id=3, op=Abs]; +"4 ResnetBlockTest/FakeQuantize_1.0/conv2d/SymmQuant/add/y" [id=4, op=Const]; +"5 ResnetBlockTest/FakeQuantize_1.0/conv2d/SymmQuant/add" [id=5, op=AddV2]; +"6 FakeQuantize_1.0/conv2d/FakeQuantize_1.0/conv2d_signed" [id=6, op=Placeholder]; +"7 ResnetBlockTest/FakeQuantize_1.0/conv2d/SymmQuant/mul/ReadVariableOp" [id=7, op=ReadVariableOp]; +"8 ResnetBlockTest/FakeQuantize_1.0/conv2d/SymmQuant/mul" [id=8, op=Mul]; +"9 ResnetBlockTest/FakeQuantize_1.0/conv2d/SymmQuant/FakeQuantWithMinMaxVars" [id=9, op=FakeQuantWithMinMaxVars]; +"10 conv2d/kernel" [id=10, op=Placeholder]; +"11 ResnetBlockTest/conv2d/Conv2D/ReadVariableOp" [id=11, op=ReadVariableOp]; +"12 ResnetBlockTest/conv2d/Conv2D" [id=12, op=Conv2D]; +"13 conv2d/bias" [id=13, op=Placeholder]; +"14 ResnetBlockTest/conv2d/BiasAdd/ReadVariableOp" [id=14, op=ReadVariableOp]; +"15 ResnetBlockTest/conv2d/BiasAdd" [id=15, op=BiasAdd]; +"16 ResnetBlockTest/conv2d/Relu" [id=16, op=Relu]; +"17 FakeQuantize_2.0/conv2d_2/FakeQuantize_2.0/conv2d_2_scale" [id=17, op=Placeholder]; +"18 ResnetBlockTest/FakeQuantize_2.0/conv2d_2/SymmQuant/Abs/ReadVariableOp" [id=18, op=ReadVariableOp]; +"19 ResnetBlockTest/FakeQuantize_2.0/conv2d_2/SymmQuant/Abs" [id=19, op=Abs]; +"20 ResnetBlockTest/FakeQuantize_2.0/conv2d_2/SymmQuant/add/y" [id=20, op=Const]; +"21 ResnetBlockTest/FakeQuantize_2.0/conv2d_2/SymmQuant/add" [id=21, op=AddV2]; +"22 FakeQuantize_2.0/conv2d_2/FakeQuantize_2.0/conv2d_2_signed" [id=22, op=Placeholder]; +"23 ResnetBlockTest/FakeQuantize_2.0/conv2d_2/SymmQuant/mul/ReadVariableOp" [id=23, op=ReadVariableOp]; +"24 ResnetBlockTest/FakeQuantize_2.0/conv2d_2/SymmQuant/mul" [id=24, op=Mul]; +"25 ResnetBlockTest/FakeQuantize_2.0/conv2d_2/SymmQuant/FakeQuantWithMinMaxVars" [id=25, op=FakeQuantWithMinMaxVars]; +"26 conv2d_2/kernel" [id=26, op=Placeholder]; +"27 ResnetBlockTest/conv2d_2/Conv2D/ReadVariableOp" [id=27, op=ReadVariableOp]; +"28 ResnetBlockTest/conv2d_2/Conv2D" [id=28, op=Conv2D]; +"29 conv2d_2/bias" [id=29, op=Placeholder]; +"30 ResnetBlockTest/conv2d_2/BiasAdd/ReadVariableOp" [id=30, op=ReadVariableOp]; +"31 ResnetBlockTest/conv2d_2/BiasAdd" [id=31, op=BiasAdd]; +"32 FakeQuantize_3.0/batch_normalization_1/FakeQuantize_3.0/batch_normalization_1_scale" [id=32, op=Placeholder]; +"33 ResnetBlockTest/FakeQuantize_3.0/batch_normalization_1/SymmQuant/Abs/ReadVariableOp" [id=33, op=ReadVariableOp]; +"34 ResnetBlockTest/FakeQuantize_3.0/batch_normalization_1/SymmQuant/Abs" [id=34, op=Abs]; +"35 ResnetBlockTest/FakeQuantize_3.0/batch_normalization_1/SymmQuant/add/y" [id=35, op=Const]; +"36 ResnetBlockTest/FakeQuantize_3.0/batch_normalization_1/SymmQuant/add" [id=36, op=AddV2]; +"37 FakeQuantize_3.0/batch_normalization_1/FakeQuantize_3.0/batch_normalization_1_signed" [id=37, op=Placeholder]; +"38 ResnetBlockTest/FakeQuantize_3.0/batch_normalization_1/SymmQuant/mul/ReadVariableOp" [id=38, op=ReadVariableOp]; +"39 ResnetBlockTest/FakeQuantize_3.0/batch_normalization_1/SymmQuant/mul" [id=39, op=Mul]; +"40 ResnetBlockTest/FakeQuantize_3.0/batch_normalization_1/SymmQuant/FakeQuantWithMinMaxVars" [id=40, op=FakeQuantWithMinMaxVars]; +"41 batch_normalization_1/gamma" [id=41, op=Placeholder]; +"42 ResnetBlockTest/batch_normalization_1/ReadVariableOp" [id=42, op=ReadVariableOp]; +"43 batch_normalization_1/beta" [id=43, op=Placeholder]; +"44 ResnetBlockTest/batch_normalization_1/ReadVariableOp_1" [id=44, op=ReadVariableOp]; +"45 batch_normalization_1/moving_mean" [id=45, op=Placeholder]; +"46 ResnetBlockTest/batch_normalization_1/FusedBatchNormV3/ReadVariableOp" [id=46, op=ReadVariableOp]; +"47 batch_normalization_1/moving_variance" [id=47, op=Placeholder]; +"48 ResnetBlockTest/batch_normalization_1/FusedBatchNormV3/ReadVariableOp_1" [id=48, op=ReadVariableOp]; +"49 ResnetBlockTest/batch_normalization_1/FusedBatchNormV3" [id=49, op=FusedBatchNormV3]; +"50 FakeQuantize_4.0/re_lu/FakeQuantize_4.0/re_lu_scale" [id=50, op=Placeholder]; +"51 ResnetBlockTest/FakeQuantize_4.0/re_lu/SymmQuant/Abs/ReadVariableOp" [id=51, op=ReadVariableOp]; +"52 ResnetBlockTest/FakeQuantize_4.0/re_lu/SymmQuant/Abs" [id=52, op=Abs]; +"53 ResnetBlockTest/FakeQuantize_4.0/re_lu/SymmQuant/add/y" [id=53, op=Const]; +"54 ResnetBlockTest/FakeQuantize_4.0/re_lu/SymmQuant/add" [id=54, op=AddV2]; +"55 FakeQuantize_4.0/re_lu/FakeQuantize_4.0/re_lu_signed" [id=55, op=Placeholder]; +"56 ResnetBlockTest/FakeQuantize_4.0/re_lu/SymmQuant/mul/ReadVariableOp" [id=56, op=ReadVariableOp]; +"57 ResnetBlockTest/FakeQuantize_4.0/re_lu/SymmQuant/mul" [id=57, op=Mul]; +"58 ResnetBlockTest/FakeQuantize_4.0/re_lu/SymmQuant/FakeQuantWithMinMaxVars" [id=58, op=FakeQuantWithMinMaxVars]; +"59 ResnetBlockTest/re_lu/Relu" [id=59, op=Relu]; +"60 FakeQuantize_6.0/conv2d_3/FakeQuantize_6.0/conv2d_3_scale" [id=60, op=Placeholder]; +"61 ResnetBlockTest/FakeQuantize_6.0/conv2d_3/SymmQuant/Abs/ReadVariableOp" [id=61, op=ReadVariableOp]; +"62 ResnetBlockTest/FakeQuantize_6.0/conv2d_3/SymmQuant/Abs" [id=62, op=Abs]; +"63 ResnetBlockTest/FakeQuantize_6.0/conv2d_3/SymmQuant/add/y" [id=63, op=Const]; +"64 ResnetBlockTest/FakeQuantize_6.0/conv2d_3/SymmQuant/add" [id=64, op=AddV2]; +"65 FakeQuantize_6.0/conv2d_3/FakeQuantize_6.0/conv2d_3_signed" [id=65, op=Placeholder]; +"66 ResnetBlockTest/FakeQuantize_6.0/conv2d_3/SymmQuant/mul/ReadVariableOp" [id=66, op=ReadVariableOp]; +"67 ResnetBlockTest/FakeQuantize_6.0/conv2d_3/SymmQuant/mul" [id=67, op=Mul]; +"68 ResnetBlockTest/FakeQuantize_6.0/conv2d_3/SymmQuant/FakeQuantWithMinMaxVars" [id=68, op=FakeQuantWithMinMaxVars]; +"69 FakeQuantize_5.0/conv2d_1/FakeQuantize_5.0/conv2d_1_scale" [id=69, op=Placeholder]; +"70 ResnetBlockTest/FakeQuantize_5.0/conv2d_1/SymmQuant/Abs/ReadVariableOp" [id=70, op=ReadVariableOp]; +"71 ResnetBlockTest/FakeQuantize_5.0/conv2d_1/SymmQuant/Abs" [id=71, op=Abs]; +"72 ResnetBlockTest/FakeQuantize_5.0/conv2d_1/SymmQuant/add/y" [id=72, op=Const]; +"73 ResnetBlockTest/FakeQuantize_5.0/conv2d_1/SymmQuant/add" [id=73, op=AddV2]; +"74 FakeQuantize_5.0/conv2d_1/FakeQuantize_5.0/conv2d_1_signed" [id=74, op=Placeholder]; +"75 ResnetBlockTest/FakeQuantize_5.0/conv2d_1/SymmQuant/mul/ReadVariableOp" [id=75, op=ReadVariableOp]; +"76 ResnetBlockTest/FakeQuantize_5.0/conv2d_1/SymmQuant/mul" [id=76, op=Mul]; +"77 ResnetBlockTest/FakeQuantize_5.0/conv2d_1/SymmQuant/FakeQuantWithMinMaxVars" [id=77, op=FakeQuantWithMinMaxVars]; +"78 conv2d_3/kernel" [id=78, op=Placeholder]; +"79 ResnetBlockTest/conv2d_3/Conv2D/ReadVariableOp" [id=79, op=ReadVariableOp]; +"80 ResnetBlockTest/conv2d_3/Conv2D" [id=80, op=Conv2D]; +"81 conv2d_3/bias" [id=81, op=Placeholder]; +"82 ResnetBlockTest/conv2d_3/BiasAdd/ReadVariableOp" [id=82, op=ReadVariableOp]; +"83 ResnetBlockTest/conv2d_3/BiasAdd" [id=83, op=BiasAdd]; +"84 conv2d_1/kernel" [id=84, op=Placeholder]; +"85 ResnetBlockTest/conv2d_1/Conv2D/ReadVariableOp" [id=85, op=ReadVariableOp]; +"86 ResnetBlockTest/conv2d_1/Conv2D" [id=86, op=Conv2D]; +"87 conv2d_1/bias" [id=87, op=Placeholder]; +"88 ResnetBlockTest/conv2d_1/BiasAdd/ReadVariableOp" [id=88, op=ReadVariableOp]; +"89 ResnetBlockTest/conv2d_1/BiasAdd" [id=89, op=BiasAdd]; +"90 FakeQuantize_8.0/batch_normalization_2/FakeQuantize_8.0/batch_normalization_2_scale" [id=90, op=Placeholder]; +"91 ResnetBlockTest/FakeQuantize_8.0/batch_normalization_2/SymmQuant/Abs/ReadVariableOp" [id=91, op=ReadVariableOp]; +"92 ResnetBlockTest/FakeQuantize_8.0/batch_normalization_2/SymmQuant/Abs" [id=92, op=Abs]; +"93 ResnetBlockTest/FakeQuantize_8.0/batch_normalization_2/SymmQuant/add/y" [id=93, op=Const]; +"94 ResnetBlockTest/FakeQuantize_8.0/batch_normalization_2/SymmQuant/add" [id=94, op=AddV2]; +"95 FakeQuantize_8.0/batch_normalization_2/FakeQuantize_8.0/batch_normalization_2_signed" [id=95, op=Placeholder]; +"96 ResnetBlockTest/FakeQuantize_8.0/batch_normalization_2/SymmQuant/mul/ReadVariableOp" [id=96, op=ReadVariableOp]; +"97 ResnetBlockTest/FakeQuantize_8.0/batch_normalization_2/SymmQuant/mul" [id=97, op=Mul]; +"98 ResnetBlockTest/FakeQuantize_8.0/batch_normalization_2/SymmQuant/FakeQuantWithMinMaxVars" [id=98, op=FakeQuantWithMinMaxVars]; +"99 FakeQuantize_7.0/batch_normalization/FakeQuantize_7.0/batch_normalization_scale" [id=99, op=Placeholder]; +"100 ResnetBlockTest/FakeQuantize_7.0/batch_normalization/SymmQuant/Abs/ReadVariableOp" [id=100, op=ReadVariableOp]; +"101 ResnetBlockTest/FakeQuantize_7.0/batch_normalization/SymmQuant/Abs" [id=101, op=Abs]; +"102 ResnetBlockTest/FakeQuantize_7.0/batch_normalization/SymmQuant/add/y" [id=102, op=Const]; +"103 ResnetBlockTest/FakeQuantize_7.0/batch_normalization/SymmQuant/add" [id=103, op=AddV2]; +"104 FakeQuantize_7.0/batch_normalization/FakeQuantize_7.0/batch_normalization_signed" [id=104, op=Placeholder]; +"105 ResnetBlockTest/FakeQuantize_7.0/batch_normalization/SymmQuant/mul/ReadVariableOp" [id=105, op=ReadVariableOp]; +"106 ResnetBlockTest/FakeQuantize_7.0/batch_normalization/SymmQuant/mul" [id=106, op=Mul]; +"107 ResnetBlockTest/FakeQuantize_7.0/batch_normalization/SymmQuant/FakeQuantWithMinMaxVars" [id=107, op=FakeQuantWithMinMaxVars]; +"108 batch_normalization_2/gamma" [id=108, op=Placeholder]; +"109 ResnetBlockTest/batch_normalization_2/ReadVariableOp" [id=109, op=ReadVariableOp]; +"110 batch_normalization_2/beta" [id=110, op=Placeholder]; +"111 ResnetBlockTest/batch_normalization_2/ReadVariableOp_1" [id=111, op=ReadVariableOp]; +"112 batch_normalization_2/moving_mean" [id=112, op=Placeholder]; +"113 ResnetBlockTest/batch_normalization_2/FusedBatchNormV3/ReadVariableOp" [id=113, op=ReadVariableOp]; +"114 batch_normalization_2/moving_variance" [id=114, op=Placeholder]; +"115 ResnetBlockTest/batch_normalization_2/FusedBatchNormV3/ReadVariableOp_1" [id=115, op=ReadVariableOp]; +"116 ResnetBlockTest/batch_normalization_2/FusedBatchNormV3" [id=116, op=FusedBatchNormV3]; +"117 batch_normalization/gamma" [id=117, op=Placeholder]; +"118 ResnetBlockTest/batch_normalization/ReadVariableOp" [id=118, op=ReadVariableOp]; +"119 batch_normalization/beta" [id=119, op=Placeholder]; +"120 ResnetBlockTest/batch_normalization/ReadVariableOp_1" [id=120, op=ReadVariableOp]; +"121 batch_normalization/moving_mean" [id=121, op=Placeholder]; +"122 ResnetBlockTest/batch_normalization/FusedBatchNormV3/ReadVariableOp" [id=122, op=ReadVariableOp]; +"123 batch_normalization/moving_variance" [id=123, op=Placeholder]; +"124 ResnetBlockTest/batch_normalization/FusedBatchNormV3/ReadVariableOp_1" [id=124, op=ReadVariableOp]; +"125 ResnetBlockTest/batch_normalization/FusedBatchNormV3" [id=125, op=FusedBatchNormV3]; +"126 FakeQuantize_9.0/add/FakeQuantize_9.0/add_scale" [id=126, op=Placeholder]; +"127 ResnetBlockTest/FakeQuantize_9.0/add/SymmQuant/Abs/ReadVariableOp" [id=127, op=ReadVariableOp]; +"128 ResnetBlockTest/FakeQuantize_9.0/add/SymmQuant/Abs" [id=128, op=Abs]; +"129 ResnetBlockTest/FakeQuantize_9.0/add/SymmQuant/add/y" [id=129, op=Const]; +"130 ResnetBlockTest/FakeQuantize_9.0/add/SymmQuant/add" [id=130, op=AddV2]; +"131 FakeQuantize_9.0/add/FakeQuantize_9.0/add_signed" [id=131, op=Placeholder]; +"132 ResnetBlockTest/FakeQuantize_9.0/add/SymmQuant/mul/ReadVariableOp" [id=132, op=ReadVariableOp]; +"133 ResnetBlockTest/FakeQuantize_9.0/add/SymmQuant/mul" [id=133, op=Mul]; +"134 ResnetBlockTest/FakeQuantize_9.0/add/SymmQuant/FakeQuantWithMinMaxVars" [id=134, op=FakeQuantWithMinMaxVars]; +"135 FakeQuantize_9.1/add/FakeQuantize_9.1/add_scale" [id=135, op=Placeholder]; +"136 ResnetBlockTest/FakeQuantize_9.1/add/SymmQuant/Abs/ReadVariableOp" [id=136, op=ReadVariableOp]; +"137 ResnetBlockTest/FakeQuantize_9.1/add/SymmQuant/Abs" [id=137, op=Abs]; +"138 ResnetBlockTest/FakeQuantize_9.1/add/SymmQuant/add/y" [id=138, op=Const]; +"139 ResnetBlockTest/FakeQuantize_9.1/add/SymmQuant/add" [id=139, op=AddV2]; +"140 FakeQuantize_9.1/add/FakeQuantize_9.1/add_signed" [id=140, op=Placeholder]; +"141 ResnetBlockTest/FakeQuantize_9.1/add/SymmQuant/mul/ReadVariableOp" [id=141, op=ReadVariableOp]; +"142 ResnetBlockTest/FakeQuantize_9.1/add/SymmQuant/mul" [id=142, op=Mul]; +"143 ResnetBlockTest/FakeQuantize_9.1/add/SymmQuant/FakeQuantWithMinMaxVars" [id=143, op=FakeQuantWithMinMaxVars]; +"144 ResnetBlockTest/add/add" [id=144, op=AddV2]; +"145 FakeQuantize_10.0/dense/FakeQuantize_10.0/dense_scale" [id=145, op=Placeholder]; +"146 ResnetBlockTest/FakeQuantize_10.0/dense/SymmQuant/Abs/ReadVariableOp" [id=146, op=ReadVariableOp]; +"147 ResnetBlockTest/FakeQuantize_10.0/dense/SymmQuant/Abs" [id=147, op=Abs]; +"148 ResnetBlockTest/FakeQuantize_10.0/dense/SymmQuant/add/y" [id=148, op=Const]; +"149 ResnetBlockTest/FakeQuantize_10.0/dense/SymmQuant/add" [id=149, op=AddV2]; +"150 FakeQuantize_10.0/dense/FakeQuantize_10.0/dense_signed" [id=150, op=Placeholder]; +"151 ResnetBlockTest/FakeQuantize_10.0/dense/SymmQuant/mul/ReadVariableOp" [id=151, op=ReadVariableOp]; +"152 ResnetBlockTest/FakeQuantize_10.0/dense/SymmQuant/mul" [id=152, op=Mul]; +"153 ResnetBlockTest/FakeQuantize_10.0/dense/SymmQuant/FakeQuantWithMinMaxVars" [id=153, op=FakeQuantWithMinMaxVars]; +"154 dense/kernel" [id=154, op=Placeholder]; +"155 ResnetBlockTest/dense/Tensordot/ReadVariableOp" [id=155, op=ReadVariableOp]; +"156 ResnetBlockTest/dense/Tensordot/axes" [id=156, op=Const]; +"157 ResnetBlockTest/dense/Tensordot/free" [id=157, op=Const]; +"158 ResnetBlockTest/dense/Tensordot/Shape" [id=158, op=Shape]; +"159 ResnetBlockTest/dense/Tensordot/GatherV2/axis" [id=159, op=Const]; +"160 ResnetBlockTest/dense/Tensordot/GatherV2" [id=160, op=GatherV2]; +"161 ResnetBlockTest/dense/Tensordot/GatherV2_1/axis" [id=161, op=Const]; +"162 ResnetBlockTest/dense/Tensordot/GatherV2_1" [id=162, op=GatherV2]; +"163 ResnetBlockTest/dense/Tensordot/Const" [id=163, op=Const]; +"164 ResnetBlockTest/dense/Tensordot/Prod" [id=164, op=Prod]; +"165 ResnetBlockTest/dense/Tensordot/Const_1" [id=165, op=Const]; +"166 ResnetBlockTest/dense/Tensordot/Prod_1" [id=166, op=Prod]; +"167 ResnetBlockTest/dense/Tensordot/concat/axis" [id=167, op=Const]; +"168 ResnetBlockTest/dense/Tensordot/concat" [id=168, op=ConcatV2]; +"169 ResnetBlockTest/dense/Tensordot/stack" [id=169, op=Pack]; +"170 ResnetBlockTest/dense/Tensordot/transpose" [id=170, op=Transpose]; +"171 ResnetBlockTest/dense/Tensordot/Reshape" [id=171, op=Reshape]; +"172 ResnetBlockTest/dense/Tensordot/MatMul" [id=172, op=MatMul]; +"173 ResnetBlockTest/dense/Tensordot/Const_2" [id=173, op=Const]; +"174 ResnetBlockTest/dense/Tensordot/concat_1/axis" [id=174, op=Const]; +"175 ResnetBlockTest/dense/Tensordot/concat_1" [id=175, op=ConcatV2]; +"176 ResnetBlockTest/dense/Tensordot" [id=176, op=Reshape]; +"177 dense/bias" [id=177, op=Placeholder]; +"178 ResnetBlockTest/dense/BiasAdd/ReadVariableOp" [id=178, op=ReadVariableOp]; +"179 ResnetBlockTest/dense/BiasAdd" [id=179, op=BiasAdd]; +"180 ResnetBlockTest/dense/Softmax" [id=180, op=Softmax]; +"181 Identity" [id=181, op=Identity]; +"0 args_0" -> "9 ResnetBlockTest/FakeQuantize_1.0/conv2d/SymmQuant/FakeQuantWithMinMaxVars"; +"1 FakeQuantize_1.0/conv2d/FakeQuantize_1.0/conv2d_scale" -> "2 ResnetBlockTest/FakeQuantize_1.0/conv2d/SymmQuant/Abs/ReadVariableOp"; +"2 ResnetBlockTest/FakeQuantize_1.0/conv2d/SymmQuant/Abs/ReadVariableOp" -> "3 ResnetBlockTest/FakeQuantize_1.0/conv2d/SymmQuant/Abs"; +"3 ResnetBlockTest/FakeQuantize_1.0/conv2d/SymmQuant/Abs" -> "5 ResnetBlockTest/FakeQuantize_1.0/conv2d/SymmQuant/add"; +"4 ResnetBlockTest/FakeQuantize_1.0/conv2d/SymmQuant/add/y" -> "5 ResnetBlockTest/FakeQuantize_1.0/conv2d/SymmQuant/add"; +"5 ResnetBlockTest/FakeQuantize_1.0/conv2d/SymmQuant/add" -> "8 ResnetBlockTest/FakeQuantize_1.0/conv2d/SymmQuant/mul"; +"5 ResnetBlockTest/FakeQuantize_1.0/conv2d/SymmQuant/add" -> "9 ResnetBlockTest/FakeQuantize_1.0/conv2d/SymmQuant/FakeQuantWithMinMaxVars"; +"6 FakeQuantize_1.0/conv2d/FakeQuantize_1.0/conv2d_signed" -> "7 ResnetBlockTest/FakeQuantize_1.0/conv2d/SymmQuant/mul/ReadVariableOp"; +"7 ResnetBlockTest/FakeQuantize_1.0/conv2d/SymmQuant/mul/ReadVariableOp" -> "8 ResnetBlockTest/FakeQuantize_1.0/conv2d/SymmQuant/mul"; +"8 ResnetBlockTest/FakeQuantize_1.0/conv2d/SymmQuant/mul" -> "9 ResnetBlockTest/FakeQuantize_1.0/conv2d/SymmQuant/FakeQuantWithMinMaxVars"; +"9 ResnetBlockTest/FakeQuantize_1.0/conv2d/SymmQuant/FakeQuantWithMinMaxVars" -> "12 ResnetBlockTest/conv2d/Conv2D"; +"10 conv2d/kernel" -> "11 ResnetBlockTest/conv2d/Conv2D/ReadVariableOp"; +"11 ResnetBlockTest/conv2d/Conv2D/ReadVariableOp" -> "12 ResnetBlockTest/conv2d/Conv2D"; +"12 ResnetBlockTest/conv2d/Conv2D" -> "15 ResnetBlockTest/conv2d/BiasAdd"; +"13 conv2d/bias" -> "14 ResnetBlockTest/conv2d/BiasAdd/ReadVariableOp"; +"14 ResnetBlockTest/conv2d/BiasAdd/ReadVariableOp" -> "15 ResnetBlockTest/conv2d/BiasAdd"; +"15 ResnetBlockTest/conv2d/BiasAdd" -> "16 ResnetBlockTest/conv2d/Relu"; +"16 ResnetBlockTest/conv2d/Relu" -> "25 ResnetBlockTest/FakeQuantize_2.0/conv2d_2/SymmQuant/FakeQuantWithMinMaxVars"; +"16 ResnetBlockTest/conv2d/Relu" -> "77 ResnetBlockTest/FakeQuantize_5.0/conv2d_1/SymmQuant/FakeQuantWithMinMaxVars"; +"17 FakeQuantize_2.0/conv2d_2/FakeQuantize_2.0/conv2d_2_scale" -> "18 ResnetBlockTest/FakeQuantize_2.0/conv2d_2/SymmQuant/Abs/ReadVariableOp"; +"18 ResnetBlockTest/FakeQuantize_2.0/conv2d_2/SymmQuant/Abs/ReadVariableOp" -> "19 ResnetBlockTest/FakeQuantize_2.0/conv2d_2/SymmQuant/Abs"; +"19 ResnetBlockTest/FakeQuantize_2.0/conv2d_2/SymmQuant/Abs" -> "21 ResnetBlockTest/FakeQuantize_2.0/conv2d_2/SymmQuant/add"; +"20 ResnetBlockTest/FakeQuantize_2.0/conv2d_2/SymmQuant/add/y" -> "21 ResnetBlockTest/FakeQuantize_2.0/conv2d_2/SymmQuant/add"; +"21 ResnetBlockTest/FakeQuantize_2.0/conv2d_2/SymmQuant/add" -> "24 ResnetBlockTest/FakeQuantize_2.0/conv2d_2/SymmQuant/mul"; +"21 ResnetBlockTest/FakeQuantize_2.0/conv2d_2/SymmQuant/add" -> "25 ResnetBlockTest/FakeQuantize_2.0/conv2d_2/SymmQuant/FakeQuantWithMinMaxVars"; +"22 FakeQuantize_2.0/conv2d_2/FakeQuantize_2.0/conv2d_2_signed" -> "23 ResnetBlockTest/FakeQuantize_2.0/conv2d_2/SymmQuant/mul/ReadVariableOp"; +"23 ResnetBlockTest/FakeQuantize_2.0/conv2d_2/SymmQuant/mul/ReadVariableOp" -> "24 ResnetBlockTest/FakeQuantize_2.0/conv2d_2/SymmQuant/mul"; +"24 ResnetBlockTest/FakeQuantize_2.0/conv2d_2/SymmQuant/mul" -> "25 ResnetBlockTest/FakeQuantize_2.0/conv2d_2/SymmQuant/FakeQuantWithMinMaxVars"; +"25 ResnetBlockTest/FakeQuantize_2.0/conv2d_2/SymmQuant/FakeQuantWithMinMaxVars" -> "28 ResnetBlockTest/conv2d_2/Conv2D"; +"26 conv2d_2/kernel" -> "27 ResnetBlockTest/conv2d_2/Conv2D/ReadVariableOp"; +"27 ResnetBlockTest/conv2d_2/Conv2D/ReadVariableOp" -> "28 ResnetBlockTest/conv2d_2/Conv2D"; +"28 ResnetBlockTest/conv2d_2/Conv2D" -> "31 ResnetBlockTest/conv2d_2/BiasAdd"; +"29 conv2d_2/bias" -> "30 ResnetBlockTest/conv2d_2/BiasAdd/ReadVariableOp"; +"30 ResnetBlockTest/conv2d_2/BiasAdd/ReadVariableOp" -> "31 ResnetBlockTest/conv2d_2/BiasAdd"; +"31 ResnetBlockTest/conv2d_2/BiasAdd" -> "40 ResnetBlockTest/FakeQuantize_3.0/batch_normalization_1/SymmQuant/FakeQuantWithMinMaxVars"; +"32 FakeQuantize_3.0/batch_normalization_1/FakeQuantize_3.0/batch_normalization_1_scale" -> "33 ResnetBlockTest/FakeQuantize_3.0/batch_normalization_1/SymmQuant/Abs/ReadVariableOp"; +"33 ResnetBlockTest/FakeQuantize_3.0/batch_normalization_1/SymmQuant/Abs/ReadVariableOp" -> "34 ResnetBlockTest/FakeQuantize_3.0/batch_normalization_1/SymmQuant/Abs"; +"34 ResnetBlockTest/FakeQuantize_3.0/batch_normalization_1/SymmQuant/Abs" -> "36 ResnetBlockTest/FakeQuantize_3.0/batch_normalization_1/SymmQuant/add"; +"35 ResnetBlockTest/FakeQuantize_3.0/batch_normalization_1/SymmQuant/add/y" -> "36 ResnetBlockTest/FakeQuantize_3.0/batch_normalization_1/SymmQuant/add"; +"36 ResnetBlockTest/FakeQuantize_3.0/batch_normalization_1/SymmQuant/add" -> "39 ResnetBlockTest/FakeQuantize_3.0/batch_normalization_1/SymmQuant/mul"; +"36 ResnetBlockTest/FakeQuantize_3.0/batch_normalization_1/SymmQuant/add" -> "40 ResnetBlockTest/FakeQuantize_3.0/batch_normalization_1/SymmQuant/FakeQuantWithMinMaxVars"; +"37 FakeQuantize_3.0/batch_normalization_1/FakeQuantize_3.0/batch_normalization_1_signed" -> "38 ResnetBlockTest/FakeQuantize_3.0/batch_normalization_1/SymmQuant/mul/ReadVariableOp"; +"38 ResnetBlockTest/FakeQuantize_3.0/batch_normalization_1/SymmQuant/mul/ReadVariableOp" -> "39 ResnetBlockTest/FakeQuantize_3.0/batch_normalization_1/SymmQuant/mul"; +"39 ResnetBlockTest/FakeQuantize_3.0/batch_normalization_1/SymmQuant/mul" -> "40 ResnetBlockTest/FakeQuantize_3.0/batch_normalization_1/SymmQuant/FakeQuantWithMinMaxVars"; +"40 ResnetBlockTest/FakeQuantize_3.0/batch_normalization_1/SymmQuant/FakeQuantWithMinMaxVars" -> "49 ResnetBlockTest/batch_normalization_1/FusedBatchNormV3"; +"41 batch_normalization_1/gamma" -> "42 ResnetBlockTest/batch_normalization_1/ReadVariableOp"; +"42 ResnetBlockTest/batch_normalization_1/ReadVariableOp" -> "49 ResnetBlockTest/batch_normalization_1/FusedBatchNormV3"; +"43 batch_normalization_1/beta" -> "44 ResnetBlockTest/batch_normalization_1/ReadVariableOp_1"; +"44 ResnetBlockTest/batch_normalization_1/ReadVariableOp_1" -> "49 ResnetBlockTest/batch_normalization_1/FusedBatchNormV3"; +"45 batch_normalization_1/moving_mean" -> "46 ResnetBlockTest/batch_normalization_1/FusedBatchNormV3/ReadVariableOp"; +"46 ResnetBlockTest/batch_normalization_1/FusedBatchNormV3/ReadVariableOp" -> "49 ResnetBlockTest/batch_normalization_1/FusedBatchNormV3"; +"47 batch_normalization_1/moving_variance" -> "48 ResnetBlockTest/batch_normalization_1/FusedBatchNormV3/ReadVariableOp_1"; +"48 ResnetBlockTest/batch_normalization_1/FusedBatchNormV3/ReadVariableOp_1" -> "49 ResnetBlockTest/batch_normalization_1/FusedBatchNormV3"; +"49 ResnetBlockTest/batch_normalization_1/FusedBatchNormV3" -> "58 ResnetBlockTest/FakeQuantize_4.0/re_lu/SymmQuant/FakeQuantWithMinMaxVars"; +"50 FakeQuantize_4.0/re_lu/FakeQuantize_4.0/re_lu_scale" -> "51 ResnetBlockTest/FakeQuantize_4.0/re_lu/SymmQuant/Abs/ReadVariableOp"; +"51 ResnetBlockTest/FakeQuantize_4.0/re_lu/SymmQuant/Abs/ReadVariableOp" -> "52 ResnetBlockTest/FakeQuantize_4.0/re_lu/SymmQuant/Abs"; +"52 ResnetBlockTest/FakeQuantize_4.0/re_lu/SymmQuant/Abs" -> "54 ResnetBlockTest/FakeQuantize_4.0/re_lu/SymmQuant/add"; +"53 ResnetBlockTest/FakeQuantize_4.0/re_lu/SymmQuant/add/y" -> "54 ResnetBlockTest/FakeQuantize_4.0/re_lu/SymmQuant/add"; +"54 ResnetBlockTest/FakeQuantize_4.0/re_lu/SymmQuant/add" -> "57 ResnetBlockTest/FakeQuantize_4.0/re_lu/SymmQuant/mul"; +"54 ResnetBlockTest/FakeQuantize_4.0/re_lu/SymmQuant/add" -> "58 ResnetBlockTest/FakeQuantize_4.0/re_lu/SymmQuant/FakeQuantWithMinMaxVars"; +"55 FakeQuantize_4.0/re_lu/FakeQuantize_4.0/re_lu_signed" -> "56 ResnetBlockTest/FakeQuantize_4.0/re_lu/SymmQuant/mul/ReadVariableOp"; +"56 ResnetBlockTest/FakeQuantize_4.0/re_lu/SymmQuant/mul/ReadVariableOp" -> "57 ResnetBlockTest/FakeQuantize_4.0/re_lu/SymmQuant/mul"; +"57 ResnetBlockTest/FakeQuantize_4.0/re_lu/SymmQuant/mul" -> "58 ResnetBlockTest/FakeQuantize_4.0/re_lu/SymmQuant/FakeQuantWithMinMaxVars"; +"58 ResnetBlockTest/FakeQuantize_4.0/re_lu/SymmQuant/FakeQuantWithMinMaxVars" -> "59 ResnetBlockTest/re_lu/Relu"; +"59 ResnetBlockTest/re_lu/Relu" -> "68 ResnetBlockTest/FakeQuantize_6.0/conv2d_3/SymmQuant/FakeQuantWithMinMaxVars"; +"60 FakeQuantize_6.0/conv2d_3/FakeQuantize_6.0/conv2d_3_scale" -> "61 ResnetBlockTest/FakeQuantize_6.0/conv2d_3/SymmQuant/Abs/ReadVariableOp"; +"61 ResnetBlockTest/FakeQuantize_6.0/conv2d_3/SymmQuant/Abs/ReadVariableOp" -> "62 ResnetBlockTest/FakeQuantize_6.0/conv2d_3/SymmQuant/Abs"; +"62 ResnetBlockTest/FakeQuantize_6.0/conv2d_3/SymmQuant/Abs" -> "64 ResnetBlockTest/FakeQuantize_6.0/conv2d_3/SymmQuant/add"; +"63 ResnetBlockTest/FakeQuantize_6.0/conv2d_3/SymmQuant/add/y" -> "64 ResnetBlockTest/FakeQuantize_6.0/conv2d_3/SymmQuant/add"; +"64 ResnetBlockTest/FakeQuantize_6.0/conv2d_3/SymmQuant/add" -> "67 ResnetBlockTest/FakeQuantize_6.0/conv2d_3/SymmQuant/mul"; +"64 ResnetBlockTest/FakeQuantize_6.0/conv2d_3/SymmQuant/add" -> "68 ResnetBlockTest/FakeQuantize_6.0/conv2d_3/SymmQuant/FakeQuantWithMinMaxVars"; +"65 FakeQuantize_6.0/conv2d_3/FakeQuantize_6.0/conv2d_3_signed" -> "66 ResnetBlockTest/FakeQuantize_6.0/conv2d_3/SymmQuant/mul/ReadVariableOp"; +"66 ResnetBlockTest/FakeQuantize_6.0/conv2d_3/SymmQuant/mul/ReadVariableOp" -> "67 ResnetBlockTest/FakeQuantize_6.0/conv2d_3/SymmQuant/mul"; +"67 ResnetBlockTest/FakeQuantize_6.0/conv2d_3/SymmQuant/mul" -> "68 ResnetBlockTest/FakeQuantize_6.0/conv2d_3/SymmQuant/FakeQuantWithMinMaxVars"; +"68 ResnetBlockTest/FakeQuantize_6.0/conv2d_3/SymmQuant/FakeQuantWithMinMaxVars" -> "80 ResnetBlockTest/conv2d_3/Conv2D"; +"69 FakeQuantize_5.0/conv2d_1/FakeQuantize_5.0/conv2d_1_scale" -> "70 ResnetBlockTest/FakeQuantize_5.0/conv2d_1/SymmQuant/Abs/ReadVariableOp"; +"70 ResnetBlockTest/FakeQuantize_5.0/conv2d_1/SymmQuant/Abs/ReadVariableOp" -> "71 ResnetBlockTest/FakeQuantize_5.0/conv2d_1/SymmQuant/Abs"; +"71 ResnetBlockTest/FakeQuantize_5.0/conv2d_1/SymmQuant/Abs" -> "73 ResnetBlockTest/FakeQuantize_5.0/conv2d_1/SymmQuant/add"; +"72 ResnetBlockTest/FakeQuantize_5.0/conv2d_1/SymmQuant/add/y" -> "73 ResnetBlockTest/FakeQuantize_5.0/conv2d_1/SymmQuant/add"; +"73 ResnetBlockTest/FakeQuantize_5.0/conv2d_1/SymmQuant/add" -> "76 ResnetBlockTest/FakeQuantize_5.0/conv2d_1/SymmQuant/mul"; +"73 ResnetBlockTest/FakeQuantize_5.0/conv2d_1/SymmQuant/add" -> "77 ResnetBlockTest/FakeQuantize_5.0/conv2d_1/SymmQuant/FakeQuantWithMinMaxVars"; +"74 FakeQuantize_5.0/conv2d_1/FakeQuantize_5.0/conv2d_1_signed" -> "75 ResnetBlockTest/FakeQuantize_5.0/conv2d_1/SymmQuant/mul/ReadVariableOp"; +"75 ResnetBlockTest/FakeQuantize_5.0/conv2d_1/SymmQuant/mul/ReadVariableOp" -> "76 ResnetBlockTest/FakeQuantize_5.0/conv2d_1/SymmQuant/mul"; +"76 ResnetBlockTest/FakeQuantize_5.0/conv2d_1/SymmQuant/mul" -> "77 ResnetBlockTest/FakeQuantize_5.0/conv2d_1/SymmQuant/FakeQuantWithMinMaxVars"; +"77 ResnetBlockTest/FakeQuantize_5.0/conv2d_1/SymmQuant/FakeQuantWithMinMaxVars" -> "86 ResnetBlockTest/conv2d_1/Conv2D"; +"78 conv2d_3/kernel" -> "79 ResnetBlockTest/conv2d_3/Conv2D/ReadVariableOp"; +"79 ResnetBlockTest/conv2d_3/Conv2D/ReadVariableOp" -> "80 ResnetBlockTest/conv2d_3/Conv2D"; +"80 ResnetBlockTest/conv2d_3/Conv2D" -> "83 ResnetBlockTest/conv2d_3/BiasAdd"; +"81 conv2d_3/bias" -> "82 ResnetBlockTest/conv2d_3/BiasAdd/ReadVariableOp"; +"82 ResnetBlockTest/conv2d_3/BiasAdd/ReadVariableOp" -> "83 ResnetBlockTest/conv2d_3/BiasAdd"; +"83 ResnetBlockTest/conv2d_3/BiasAdd" -> "98 ResnetBlockTest/FakeQuantize_8.0/batch_normalization_2/SymmQuant/FakeQuantWithMinMaxVars"; +"84 conv2d_1/kernel" -> "85 ResnetBlockTest/conv2d_1/Conv2D/ReadVariableOp"; +"85 ResnetBlockTest/conv2d_1/Conv2D/ReadVariableOp" -> "86 ResnetBlockTest/conv2d_1/Conv2D"; +"86 ResnetBlockTest/conv2d_1/Conv2D" -> "89 ResnetBlockTest/conv2d_1/BiasAdd"; +"87 conv2d_1/bias" -> "88 ResnetBlockTest/conv2d_1/BiasAdd/ReadVariableOp"; +"88 ResnetBlockTest/conv2d_1/BiasAdd/ReadVariableOp" -> "89 ResnetBlockTest/conv2d_1/BiasAdd"; +"89 ResnetBlockTest/conv2d_1/BiasAdd" -> "107 ResnetBlockTest/FakeQuantize_7.0/batch_normalization/SymmQuant/FakeQuantWithMinMaxVars"; +"90 FakeQuantize_8.0/batch_normalization_2/FakeQuantize_8.0/batch_normalization_2_scale" -> "91 ResnetBlockTest/FakeQuantize_8.0/batch_normalization_2/SymmQuant/Abs/ReadVariableOp"; +"91 ResnetBlockTest/FakeQuantize_8.0/batch_normalization_2/SymmQuant/Abs/ReadVariableOp" -> "92 ResnetBlockTest/FakeQuantize_8.0/batch_normalization_2/SymmQuant/Abs"; +"92 ResnetBlockTest/FakeQuantize_8.0/batch_normalization_2/SymmQuant/Abs" -> "94 ResnetBlockTest/FakeQuantize_8.0/batch_normalization_2/SymmQuant/add"; +"93 ResnetBlockTest/FakeQuantize_8.0/batch_normalization_2/SymmQuant/add/y" -> "94 ResnetBlockTest/FakeQuantize_8.0/batch_normalization_2/SymmQuant/add"; +"94 ResnetBlockTest/FakeQuantize_8.0/batch_normalization_2/SymmQuant/add" -> "97 ResnetBlockTest/FakeQuantize_8.0/batch_normalization_2/SymmQuant/mul"; +"94 ResnetBlockTest/FakeQuantize_8.0/batch_normalization_2/SymmQuant/add" -> "98 ResnetBlockTest/FakeQuantize_8.0/batch_normalization_2/SymmQuant/FakeQuantWithMinMaxVars"; +"95 FakeQuantize_8.0/batch_normalization_2/FakeQuantize_8.0/batch_normalization_2_signed" -> "96 ResnetBlockTest/FakeQuantize_8.0/batch_normalization_2/SymmQuant/mul/ReadVariableOp"; +"96 ResnetBlockTest/FakeQuantize_8.0/batch_normalization_2/SymmQuant/mul/ReadVariableOp" -> "97 ResnetBlockTest/FakeQuantize_8.0/batch_normalization_2/SymmQuant/mul"; +"97 ResnetBlockTest/FakeQuantize_8.0/batch_normalization_2/SymmQuant/mul" -> "98 ResnetBlockTest/FakeQuantize_8.0/batch_normalization_2/SymmQuant/FakeQuantWithMinMaxVars"; +"98 ResnetBlockTest/FakeQuantize_8.0/batch_normalization_2/SymmQuant/FakeQuantWithMinMaxVars" -> "116 ResnetBlockTest/batch_normalization_2/FusedBatchNormV3"; +"99 FakeQuantize_7.0/batch_normalization/FakeQuantize_7.0/batch_normalization_scale" -> "100 ResnetBlockTest/FakeQuantize_7.0/batch_normalization/SymmQuant/Abs/ReadVariableOp"; +"100 ResnetBlockTest/FakeQuantize_7.0/batch_normalization/SymmQuant/Abs/ReadVariableOp" -> "101 ResnetBlockTest/FakeQuantize_7.0/batch_normalization/SymmQuant/Abs"; +"101 ResnetBlockTest/FakeQuantize_7.0/batch_normalization/SymmQuant/Abs" -> "103 ResnetBlockTest/FakeQuantize_7.0/batch_normalization/SymmQuant/add"; +"102 ResnetBlockTest/FakeQuantize_7.0/batch_normalization/SymmQuant/add/y" -> "103 ResnetBlockTest/FakeQuantize_7.0/batch_normalization/SymmQuant/add"; +"103 ResnetBlockTest/FakeQuantize_7.0/batch_normalization/SymmQuant/add" -> "106 ResnetBlockTest/FakeQuantize_7.0/batch_normalization/SymmQuant/mul"; +"103 ResnetBlockTest/FakeQuantize_7.0/batch_normalization/SymmQuant/add" -> "107 ResnetBlockTest/FakeQuantize_7.0/batch_normalization/SymmQuant/FakeQuantWithMinMaxVars"; +"104 FakeQuantize_7.0/batch_normalization/FakeQuantize_7.0/batch_normalization_signed" -> "105 ResnetBlockTest/FakeQuantize_7.0/batch_normalization/SymmQuant/mul/ReadVariableOp"; +"105 ResnetBlockTest/FakeQuantize_7.0/batch_normalization/SymmQuant/mul/ReadVariableOp" -> "106 ResnetBlockTest/FakeQuantize_7.0/batch_normalization/SymmQuant/mul"; +"106 ResnetBlockTest/FakeQuantize_7.0/batch_normalization/SymmQuant/mul" -> "107 ResnetBlockTest/FakeQuantize_7.0/batch_normalization/SymmQuant/FakeQuantWithMinMaxVars"; +"107 ResnetBlockTest/FakeQuantize_7.0/batch_normalization/SymmQuant/FakeQuantWithMinMaxVars" -> "125 ResnetBlockTest/batch_normalization/FusedBatchNormV3"; +"108 batch_normalization_2/gamma" -> "109 ResnetBlockTest/batch_normalization_2/ReadVariableOp"; +"109 ResnetBlockTest/batch_normalization_2/ReadVariableOp" -> "116 ResnetBlockTest/batch_normalization_2/FusedBatchNormV3"; +"110 batch_normalization_2/beta" -> "111 ResnetBlockTest/batch_normalization_2/ReadVariableOp_1"; +"111 ResnetBlockTest/batch_normalization_2/ReadVariableOp_1" -> "116 ResnetBlockTest/batch_normalization_2/FusedBatchNormV3"; +"112 batch_normalization_2/moving_mean" -> "113 ResnetBlockTest/batch_normalization_2/FusedBatchNormV3/ReadVariableOp"; +"113 ResnetBlockTest/batch_normalization_2/FusedBatchNormV3/ReadVariableOp" -> "116 ResnetBlockTest/batch_normalization_2/FusedBatchNormV3"; +"114 batch_normalization_2/moving_variance" -> "115 ResnetBlockTest/batch_normalization_2/FusedBatchNormV3/ReadVariableOp_1"; +"115 ResnetBlockTest/batch_normalization_2/FusedBatchNormV3/ReadVariableOp_1" -> "116 ResnetBlockTest/batch_normalization_2/FusedBatchNormV3"; +"116 ResnetBlockTest/batch_normalization_2/FusedBatchNormV3" -> "143 ResnetBlockTest/FakeQuantize_9.1/add/SymmQuant/FakeQuantWithMinMaxVars"; +"117 batch_normalization/gamma" -> "118 ResnetBlockTest/batch_normalization/ReadVariableOp"; +"118 ResnetBlockTest/batch_normalization/ReadVariableOp" -> "125 ResnetBlockTest/batch_normalization/FusedBatchNormV3"; +"119 batch_normalization/beta" -> "120 ResnetBlockTest/batch_normalization/ReadVariableOp_1"; +"120 ResnetBlockTest/batch_normalization/ReadVariableOp_1" -> "125 ResnetBlockTest/batch_normalization/FusedBatchNormV3"; +"121 batch_normalization/moving_mean" -> "122 ResnetBlockTest/batch_normalization/FusedBatchNormV3/ReadVariableOp"; +"122 ResnetBlockTest/batch_normalization/FusedBatchNormV3/ReadVariableOp" -> "125 ResnetBlockTest/batch_normalization/FusedBatchNormV3"; +"123 batch_normalization/moving_variance" -> "124 ResnetBlockTest/batch_normalization/FusedBatchNormV3/ReadVariableOp_1"; +"124 ResnetBlockTest/batch_normalization/FusedBatchNormV3/ReadVariableOp_1" -> "125 ResnetBlockTest/batch_normalization/FusedBatchNormV3"; +"125 ResnetBlockTest/batch_normalization/FusedBatchNormV3" -> "134 ResnetBlockTest/FakeQuantize_9.0/add/SymmQuant/FakeQuantWithMinMaxVars"; +"126 FakeQuantize_9.0/add/FakeQuantize_9.0/add_scale" -> "127 ResnetBlockTest/FakeQuantize_9.0/add/SymmQuant/Abs/ReadVariableOp"; +"127 ResnetBlockTest/FakeQuantize_9.0/add/SymmQuant/Abs/ReadVariableOp" -> "128 ResnetBlockTest/FakeQuantize_9.0/add/SymmQuant/Abs"; +"128 ResnetBlockTest/FakeQuantize_9.0/add/SymmQuant/Abs" -> "130 ResnetBlockTest/FakeQuantize_9.0/add/SymmQuant/add"; +"129 ResnetBlockTest/FakeQuantize_9.0/add/SymmQuant/add/y" -> "130 ResnetBlockTest/FakeQuantize_9.0/add/SymmQuant/add"; +"130 ResnetBlockTest/FakeQuantize_9.0/add/SymmQuant/add" -> "133 ResnetBlockTest/FakeQuantize_9.0/add/SymmQuant/mul"; +"130 ResnetBlockTest/FakeQuantize_9.0/add/SymmQuant/add" -> "134 ResnetBlockTest/FakeQuantize_9.0/add/SymmQuant/FakeQuantWithMinMaxVars"; +"131 FakeQuantize_9.0/add/FakeQuantize_9.0/add_signed" -> "132 ResnetBlockTest/FakeQuantize_9.0/add/SymmQuant/mul/ReadVariableOp"; +"132 ResnetBlockTest/FakeQuantize_9.0/add/SymmQuant/mul/ReadVariableOp" -> "133 ResnetBlockTest/FakeQuantize_9.0/add/SymmQuant/mul"; +"133 ResnetBlockTest/FakeQuantize_9.0/add/SymmQuant/mul" -> "134 ResnetBlockTest/FakeQuantize_9.0/add/SymmQuant/FakeQuantWithMinMaxVars"; +"134 ResnetBlockTest/FakeQuantize_9.0/add/SymmQuant/FakeQuantWithMinMaxVars" -> "144 ResnetBlockTest/add/add"; +"135 FakeQuantize_9.1/add/FakeQuantize_9.1/add_scale" -> "136 ResnetBlockTest/FakeQuantize_9.1/add/SymmQuant/Abs/ReadVariableOp"; +"136 ResnetBlockTest/FakeQuantize_9.1/add/SymmQuant/Abs/ReadVariableOp" -> "137 ResnetBlockTest/FakeQuantize_9.1/add/SymmQuant/Abs"; +"137 ResnetBlockTest/FakeQuantize_9.1/add/SymmQuant/Abs" -> "139 ResnetBlockTest/FakeQuantize_9.1/add/SymmQuant/add"; +"138 ResnetBlockTest/FakeQuantize_9.1/add/SymmQuant/add/y" -> "139 ResnetBlockTest/FakeQuantize_9.1/add/SymmQuant/add"; +"139 ResnetBlockTest/FakeQuantize_9.1/add/SymmQuant/add" -> "142 ResnetBlockTest/FakeQuantize_9.1/add/SymmQuant/mul"; +"139 ResnetBlockTest/FakeQuantize_9.1/add/SymmQuant/add" -> "143 ResnetBlockTest/FakeQuantize_9.1/add/SymmQuant/FakeQuantWithMinMaxVars"; +"140 FakeQuantize_9.1/add/FakeQuantize_9.1/add_signed" -> "141 ResnetBlockTest/FakeQuantize_9.1/add/SymmQuant/mul/ReadVariableOp"; +"141 ResnetBlockTest/FakeQuantize_9.1/add/SymmQuant/mul/ReadVariableOp" -> "142 ResnetBlockTest/FakeQuantize_9.1/add/SymmQuant/mul"; +"142 ResnetBlockTest/FakeQuantize_9.1/add/SymmQuant/mul" -> "143 ResnetBlockTest/FakeQuantize_9.1/add/SymmQuant/FakeQuantWithMinMaxVars"; +"143 ResnetBlockTest/FakeQuantize_9.1/add/SymmQuant/FakeQuantWithMinMaxVars" -> "144 ResnetBlockTest/add/add"; +"144 ResnetBlockTest/add/add" -> "153 ResnetBlockTest/FakeQuantize_10.0/dense/SymmQuant/FakeQuantWithMinMaxVars"; +"145 FakeQuantize_10.0/dense/FakeQuantize_10.0/dense_scale" -> "146 ResnetBlockTest/FakeQuantize_10.0/dense/SymmQuant/Abs/ReadVariableOp"; +"146 ResnetBlockTest/FakeQuantize_10.0/dense/SymmQuant/Abs/ReadVariableOp" -> "147 ResnetBlockTest/FakeQuantize_10.0/dense/SymmQuant/Abs"; +"147 ResnetBlockTest/FakeQuantize_10.0/dense/SymmQuant/Abs" -> "149 ResnetBlockTest/FakeQuantize_10.0/dense/SymmQuant/add"; +"148 ResnetBlockTest/FakeQuantize_10.0/dense/SymmQuant/add/y" -> "149 ResnetBlockTest/FakeQuantize_10.0/dense/SymmQuant/add"; +"149 ResnetBlockTest/FakeQuantize_10.0/dense/SymmQuant/add" -> "152 ResnetBlockTest/FakeQuantize_10.0/dense/SymmQuant/mul"; +"149 ResnetBlockTest/FakeQuantize_10.0/dense/SymmQuant/add" -> "153 ResnetBlockTest/FakeQuantize_10.0/dense/SymmQuant/FakeQuantWithMinMaxVars"; +"150 FakeQuantize_10.0/dense/FakeQuantize_10.0/dense_signed" -> "151 ResnetBlockTest/FakeQuantize_10.0/dense/SymmQuant/mul/ReadVariableOp"; +"151 ResnetBlockTest/FakeQuantize_10.0/dense/SymmQuant/mul/ReadVariableOp" -> "152 ResnetBlockTest/FakeQuantize_10.0/dense/SymmQuant/mul"; +"152 ResnetBlockTest/FakeQuantize_10.0/dense/SymmQuant/mul" -> "153 ResnetBlockTest/FakeQuantize_10.0/dense/SymmQuant/FakeQuantWithMinMaxVars"; +"153 ResnetBlockTest/FakeQuantize_10.0/dense/SymmQuant/FakeQuantWithMinMaxVars" -> "158 ResnetBlockTest/dense/Tensordot/Shape"; +"153 ResnetBlockTest/FakeQuantize_10.0/dense/SymmQuant/FakeQuantWithMinMaxVars" -> "170 ResnetBlockTest/dense/Tensordot/transpose"; +"154 dense/kernel" -> "155 ResnetBlockTest/dense/Tensordot/ReadVariableOp"; +"155 ResnetBlockTest/dense/Tensordot/ReadVariableOp" -> "172 ResnetBlockTest/dense/Tensordot/MatMul"; +"156 ResnetBlockTest/dense/Tensordot/axes" -> "162 ResnetBlockTest/dense/Tensordot/GatherV2_1"; +"156 ResnetBlockTest/dense/Tensordot/axes" -> "168 ResnetBlockTest/dense/Tensordot/concat"; +"157 ResnetBlockTest/dense/Tensordot/free" -> "160 ResnetBlockTest/dense/Tensordot/GatherV2"; +"157 ResnetBlockTest/dense/Tensordot/free" -> "168 ResnetBlockTest/dense/Tensordot/concat"; +"158 ResnetBlockTest/dense/Tensordot/Shape" -> "160 ResnetBlockTest/dense/Tensordot/GatherV2"; +"158 ResnetBlockTest/dense/Tensordot/Shape" -> "162 ResnetBlockTest/dense/Tensordot/GatherV2_1"; +"159 ResnetBlockTest/dense/Tensordot/GatherV2/axis" -> "160 ResnetBlockTest/dense/Tensordot/GatherV2"; +"160 ResnetBlockTest/dense/Tensordot/GatherV2" -> "164 ResnetBlockTest/dense/Tensordot/Prod"; +"160 ResnetBlockTest/dense/Tensordot/GatherV2" -> "175 ResnetBlockTest/dense/Tensordot/concat_1"; +"161 ResnetBlockTest/dense/Tensordot/GatherV2_1/axis" -> "162 ResnetBlockTest/dense/Tensordot/GatherV2_1"; +"162 ResnetBlockTest/dense/Tensordot/GatherV2_1" -> "166 ResnetBlockTest/dense/Tensordot/Prod_1"; +"163 ResnetBlockTest/dense/Tensordot/Const" -> "164 ResnetBlockTest/dense/Tensordot/Prod"; +"164 ResnetBlockTest/dense/Tensordot/Prod" -> "169 ResnetBlockTest/dense/Tensordot/stack"; +"165 ResnetBlockTest/dense/Tensordot/Const_1" -> "166 ResnetBlockTest/dense/Tensordot/Prod_1"; +"166 ResnetBlockTest/dense/Tensordot/Prod_1" -> "169 ResnetBlockTest/dense/Tensordot/stack"; +"167 ResnetBlockTest/dense/Tensordot/concat/axis" -> "168 ResnetBlockTest/dense/Tensordot/concat"; +"168 ResnetBlockTest/dense/Tensordot/concat" -> "170 ResnetBlockTest/dense/Tensordot/transpose"; +"169 ResnetBlockTest/dense/Tensordot/stack" -> "171 ResnetBlockTest/dense/Tensordot/Reshape"; +"170 ResnetBlockTest/dense/Tensordot/transpose" -> "171 ResnetBlockTest/dense/Tensordot/Reshape"; +"171 ResnetBlockTest/dense/Tensordot/Reshape" -> "172 ResnetBlockTest/dense/Tensordot/MatMul"; +"172 ResnetBlockTest/dense/Tensordot/MatMul" -> "176 ResnetBlockTest/dense/Tensordot"; +"173 ResnetBlockTest/dense/Tensordot/Const_2" -> "175 ResnetBlockTest/dense/Tensordot/concat_1"; +"174 ResnetBlockTest/dense/Tensordot/concat_1/axis" -> "175 ResnetBlockTest/dense/Tensordot/concat_1"; +"175 ResnetBlockTest/dense/Tensordot/concat_1" -> "176 ResnetBlockTest/dense/Tensordot"; +"176 ResnetBlockTest/dense/Tensordot" -> "179 ResnetBlockTest/dense/BiasAdd"; +"177 dense/bias" -> "178 ResnetBlockTest/dense/BiasAdd/ReadVariableOp"; +"178 ResnetBlockTest/dense/BiasAdd/ReadVariableOp" -> "179 ResnetBlockTest/dense/BiasAdd"; +"179 ResnetBlockTest/dense/BiasAdd" -> "180 ResnetBlockTest/dense/Softmax"; +"180 ResnetBlockTest/dense/Softmax" -> "181 Identity"; +} diff --git a/tests/tensorflow/data/model_transormer/2.11/sequential_block_insert_after.dot b/tests/tensorflow/data/model_transormer/2.11/sequential_block_insert_after.dot deleted file mode 120000 index 03522de8a6c..00000000000 --- a/tests/tensorflow/data/model_transormer/2.11/sequential_block_insert_after.dot +++ /dev/null @@ -1 +0,0 @@ -../2.8/sequential_block_insert_after.dot \ No newline at end of file diff --git a/tests/tensorflow/data/model_transormer/2.11/sequential_block_insert_after.dot b/tests/tensorflow/data/model_transormer/2.11/sequential_block_insert_after.dot new file mode 100644 index 00000000000..b9411d8095f --- /dev/null +++ b/tests/tensorflow/data/model_transormer/2.11/sequential_block_insert_after.dot @@ -0,0 +1,153 @@ +strict digraph { +"0 args_0" [id=0, op=Placeholder]; +"1 conv2d/kernel" [id=1, op=Placeholder]; +"2 sequential/conv2d/Conv2D/ReadVariableOp" [id=2, op=ReadVariableOp]; +"3 sequential/conv2d/Conv2D" [id=3, op=Conv2D]; +"4 conv2d/bias" [id=4, op=Placeholder]; +"5 sequential/conv2d/BiasAdd/ReadVariableOp" [id=5, op=ReadVariableOp]; +"6 sequential/conv2d/BiasAdd" [id=6, op=BiasAdd]; +"7 sequential/conv2d/Relu" [id=7, op=Relu]; +"8 FakeQuantize_0/conv2d/FakeQuantize_0/conv2d_scale" [id=8, op=Placeholder]; +"9 sequential/FakeQuantize_0/conv2d/SymmQuant/Abs/ReadVariableOp" [id=9, op=ReadVariableOp]; +"10 sequential/FakeQuantize_0/conv2d/SymmQuant/Abs" [id=10, op=Abs]; +"11 sequential/FakeQuantize_0/conv2d/SymmQuant/add/y" [id=11, op=Const]; +"12 sequential/FakeQuantize_0/conv2d/SymmQuant/add" [id=12, op=AddV2]; +"13 FakeQuantize_0/conv2d/FakeQuantize_0/conv2d_signed" [id=13, op=Placeholder]; +"14 sequential/FakeQuantize_0/conv2d/SymmQuant/mul/ReadVariableOp" [id=14, op=ReadVariableOp]; +"15 sequential/FakeQuantize_0/conv2d/SymmQuant/mul" [id=15, op=Mul]; +"16 sequential/FakeQuantize_0/conv2d/SymmQuant/FakeQuantWithMinMaxVars" [id=16, op=FakeQuantWithMinMaxVars]; +"17 batch_normalization/gamma" [id=17, op=Placeholder]; +"18 sequential/batch_normalization/ReadVariableOp" [id=18, op=ReadVariableOp]; +"19 batch_normalization/beta" [id=19, op=Placeholder]; +"20 sequential/batch_normalization/ReadVariableOp_1" [id=20, op=ReadVariableOp]; +"21 batch_normalization/moving_mean" [id=21, op=Placeholder]; +"22 sequential/batch_normalization/FusedBatchNormV3/ReadVariableOp" [id=22, op=ReadVariableOp]; +"23 batch_normalization/moving_variance" [id=23, op=Placeholder]; +"24 sequential/batch_normalization/FusedBatchNormV3/ReadVariableOp_1" [id=24, op=ReadVariableOp]; +"25 sequential/batch_normalization/FusedBatchNormV3" [id=25, op=FusedBatchNormV3]; +"26 FakeQuantize_1/batch_normalization/FakeQuantize_1/batch_normalization_scale" [id=26, op=Placeholder]; +"27 sequential/FakeQuantize_1/batch_normalization/SymmQuant/Abs/ReadVariableOp" [id=27, op=ReadVariableOp]; +"28 sequential/FakeQuantize_1/batch_normalization/SymmQuant/Abs" [id=28, op=Abs]; +"29 sequential/FakeQuantize_1/batch_normalization/SymmQuant/add/y" [id=29, op=Const]; +"30 sequential/FakeQuantize_1/batch_normalization/SymmQuant/add" [id=30, op=AddV2]; +"31 FakeQuantize_1/batch_normalization/FakeQuantize_1/batch_normalization_signed" [id=31, op=Placeholder]; +"32 sequential/FakeQuantize_1/batch_normalization/SymmQuant/mul/ReadVariableOp" [id=32, op=ReadVariableOp]; +"33 sequential/FakeQuantize_1/batch_normalization/SymmQuant/mul" [id=33, op=Mul]; +"34 sequential/FakeQuantize_1/batch_normalization/SymmQuant/FakeQuantWithMinMaxVars" [id=34, op=FakeQuantWithMinMaxVars]; +"35 dense/kernel" [id=35, op=Placeholder]; +"36 sequential/dense/Tensordot/ReadVariableOp" [id=36, op=ReadVariableOp]; +"37 sequential/dense/Tensordot/axes" [id=37, op=Const]; +"38 sequential/dense/Tensordot/free" [id=38, op=Const]; +"39 sequential/dense/Tensordot/Shape" [id=39, op=Shape]; +"40 sequential/dense/Tensordot/GatherV2/axis" [id=40, op=Const]; +"41 sequential/dense/Tensordot/GatherV2" [id=41, op=GatherV2]; +"42 sequential/dense/Tensordot/GatherV2_1/axis" [id=42, op=Const]; +"43 sequential/dense/Tensordot/GatherV2_1" [id=43, op=GatherV2]; +"44 sequential/dense/Tensordot/Const" [id=44, op=Const]; +"45 sequential/dense/Tensordot/Prod" [id=45, op=Prod]; +"46 sequential/dense/Tensordot/Const_1" [id=46, op=Const]; +"47 sequential/dense/Tensordot/Prod_1" [id=47, op=Prod]; +"48 sequential/dense/Tensordot/concat/axis" [id=48, op=Const]; +"49 sequential/dense/Tensordot/concat" [id=49, op=ConcatV2]; +"50 sequential/dense/Tensordot/stack" [id=50, op=Pack]; +"51 sequential/dense/Tensordot/transpose" [id=51, op=Transpose]; +"52 sequential/dense/Tensordot/Reshape" [id=52, op=Reshape]; +"53 sequential/dense/Tensordot/MatMul" [id=53, op=MatMul]; +"54 sequential/dense/Tensordot/Const_2" [id=54, op=Const]; +"55 sequential/dense/Tensordot/concat_1/axis" [id=55, op=Const]; +"56 sequential/dense/Tensordot/concat_1" [id=56, op=ConcatV2]; +"57 sequential/dense/Tensordot" [id=57, op=Reshape]; +"58 dense/bias" [id=58, op=Placeholder]; +"59 sequential/dense/BiasAdd/ReadVariableOp" [id=59, op=ReadVariableOp]; +"60 sequential/dense/BiasAdd" [id=60, op=BiasAdd]; +"61 sequential/dense/Relu" [id=61, op=Relu]; +"62 FakeQuantize_2/dense/FakeQuantize_2/dense_scale" [id=62, op=Placeholder]; +"63 sequential/FakeQuantize_2/dense/SymmQuant/Abs/ReadVariableOp" [id=63, op=ReadVariableOp]; +"64 sequential/FakeQuantize_2/dense/SymmQuant/Abs" [id=64, op=Abs]; +"65 sequential/FakeQuantize_2/dense/SymmQuant/add/y" [id=65, op=Const]; +"66 sequential/FakeQuantize_2/dense/SymmQuant/add" [id=66, op=AddV2]; +"67 FakeQuantize_2/dense/FakeQuantize_2/dense_signed" [id=67, op=Placeholder]; +"68 sequential/FakeQuantize_2/dense/SymmQuant/mul/ReadVariableOp" [id=68, op=ReadVariableOp]; +"69 sequential/FakeQuantize_2/dense/SymmQuant/mul" [id=69, op=Mul]; +"70 sequential/FakeQuantize_2/dense/SymmQuant/FakeQuantWithMinMaxVars" [id=70, op=FakeQuantWithMinMaxVars]; +"71 Identity" [id=71, op=Identity]; +"0 args_0" -> "3 sequential/conv2d/Conv2D"; +"1 conv2d/kernel" -> "2 sequential/conv2d/Conv2D/ReadVariableOp"; +"2 sequential/conv2d/Conv2D/ReadVariableOp" -> "3 sequential/conv2d/Conv2D"; +"3 sequential/conv2d/Conv2D" -> "6 sequential/conv2d/BiasAdd"; +"4 conv2d/bias" -> "5 sequential/conv2d/BiasAdd/ReadVariableOp"; +"5 sequential/conv2d/BiasAdd/ReadVariableOp" -> "6 sequential/conv2d/BiasAdd"; +"6 sequential/conv2d/BiasAdd" -> "7 sequential/conv2d/Relu"; +"7 sequential/conv2d/Relu" -> "16 sequential/FakeQuantize_0/conv2d/SymmQuant/FakeQuantWithMinMaxVars"; +"8 FakeQuantize_0/conv2d/FakeQuantize_0/conv2d_scale" -> "9 sequential/FakeQuantize_0/conv2d/SymmQuant/Abs/ReadVariableOp"; +"9 sequential/FakeQuantize_0/conv2d/SymmQuant/Abs/ReadVariableOp" -> "10 sequential/FakeQuantize_0/conv2d/SymmQuant/Abs"; +"10 sequential/FakeQuantize_0/conv2d/SymmQuant/Abs" -> "12 sequential/FakeQuantize_0/conv2d/SymmQuant/add"; +"11 sequential/FakeQuantize_0/conv2d/SymmQuant/add/y" -> "12 sequential/FakeQuantize_0/conv2d/SymmQuant/add"; +"12 sequential/FakeQuantize_0/conv2d/SymmQuant/add" -> "15 sequential/FakeQuantize_0/conv2d/SymmQuant/mul"; +"12 sequential/FakeQuantize_0/conv2d/SymmQuant/add" -> "16 sequential/FakeQuantize_0/conv2d/SymmQuant/FakeQuantWithMinMaxVars"; +"13 FakeQuantize_0/conv2d/FakeQuantize_0/conv2d_signed" -> "14 sequential/FakeQuantize_0/conv2d/SymmQuant/mul/ReadVariableOp"; +"14 sequential/FakeQuantize_0/conv2d/SymmQuant/mul/ReadVariableOp" -> "15 sequential/FakeQuantize_0/conv2d/SymmQuant/mul"; +"15 sequential/FakeQuantize_0/conv2d/SymmQuant/mul" -> "16 sequential/FakeQuantize_0/conv2d/SymmQuant/FakeQuantWithMinMaxVars"; +"16 sequential/FakeQuantize_0/conv2d/SymmQuant/FakeQuantWithMinMaxVars" -> "25 sequential/batch_normalization/FusedBatchNormV3"; +"17 batch_normalization/gamma" -> "18 sequential/batch_normalization/ReadVariableOp"; +"18 sequential/batch_normalization/ReadVariableOp" -> "25 sequential/batch_normalization/FusedBatchNormV3"; +"19 batch_normalization/beta" -> "20 sequential/batch_normalization/ReadVariableOp_1"; +"20 sequential/batch_normalization/ReadVariableOp_1" -> "25 sequential/batch_normalization/FusedBatchNormV3"; +"21 batch_normalization/moving_mean" -> "22 sequential/batch_normalization/FusedBatchNormV3/ReadVariableOp"; +"22 sequential/batch_normalization/FusedBatchNormV3/ReadVariableOp" -> "25 sequential/batch_normalization/FusedBatchNormV3"; +"23 batch_normalization/moving_variance" -> "24 sequential/batch_normalization/FusedBatchNormV3/ReadVariableOp_1"; +"24 sequential/batch_normalization/FusedBatchNormV3/ReadVariableOp_1" -> "25 sequential/batch_normalization/FusedBatchNormV3"; +"25 sequential/batch_normalization/FusedBatchNormV3" -> "34 sequential/FakeQuantize_1/batch_normalization/SymmQuant/FakeQuantWithMinMaxVars"; +"26 FakeQuantize_1/batch_normalization/FakeQuantize_1/batch_normalization_scale" -> "27 sequential/FakeQuantize_1/batch_normalization/SymmQuant/Abs/ReadVariableOp"; +"27 sequential/FakeQuantize_1/batch_normalization/SymmQuant/Abs/ReadVariableOp" -> "28 sequential/FakeQuantize_1/batch_normalization/SymmQuant/Abs"; +"28 sequential/FakeQuantize_1/batch_normalization/SymmQuant/Abs" -> "30 sequential/FakeQuantize_1/batch_normalization/SymmQuant/add"; +"29 sequential/FakeQuantize_1/batch_normalization/SymmQuant/add/y" -> "30 sequential/FakeQuantize_1/batch_normalization/SymmQuant/add"; +"30 sequential/FakeQuantize_1/batch_normalization/SymmQuant/add" -> "33 sequential/FakeQuantize_1/batch_normalization/SymmQuant/mul"; +"30 sequential/FakeQuantize_1/batch_normalization/SymmQuant/add" -> "34 sequential/FakeQuantize_1/batch_normalization/SymmQuant/FakeQuantWithMinMaxVars"; +"31 FakeQuantize_1/batch_normalization/FakeQuantize_1/batch_normalization_signed" -> "32 sequential/FakeQuantize_1/batch_normalization/SymmQuant/mul/ReadVariableOp"; +"32 sequential/FakeQuantize_1/batch_normalization/SymmQuant/mul/ReadVariableOp" -> "33 sequential/FakeQuantize_1/batch_normalization/SymmQuant/mul"; +"33 sequential/FakeQuantize_1/batch_normalization/SymmQuant/mul" -> "34 sequential/FakeQuantize_1/batch_normalization/SymmQuant/FakeQuantWithMinMaxVars"; +"34 sequential/FakeQuantize_1/batch_normalization/SymmQuant/FakeQuantWithMinMaxVars" -> "39 sequential/dense/Tensordot/Shape"; +"34 sequential/FakeQuantize_1/batch_normalization/SymmQuant/FakeQuantWithMinMaxVars" -> "51 sequential/dense/Tensordot/transpose"; +"35 dense/kernel" -> "36 sequential/dense/Tensordot/ReadVariableOp"; +"36 sequential/dense/Tensordot/ReadVariableOp" -> "53 sequential/dense/Tensordot/MatMul"; +"37 sequential/dense/Tensordot/axes" -> "43 sequential/dense/Tensordot/GatherV2_1"; +"37 sequential/dense/Tensordot/axes" -> "49 sequential/dense/Tensordot/concat"; +"38 sequential/dense/Tensordot/free" -> "41 sequential/dense/Tensordot/GatherV2"; +"38 sequential/dense/Tensordot/free" -> "49 sequential/dense/Tensordot/concat"; +"39 sequential/dense/Tensordot/Shape" -> "41 sequential/dense/Tensordot/GatherV2"; +"39 sequential/dense/Tensordot/Shape" -> "43 sequential/dense/Tensordot/GatherV2_1"; +"40 sequential/dense/Tensordot/GatherV2/axis" -> "41 sequential/dense/Tensordot/GatherV2"; +"41 sequential/dense/Tensordot/GatherV2" -> "45 sequential/dense/Tensordot/Prod"; +"41 sequential/dense/Tensordot/GatherV2" -> "56 sequential/dense/Tensordot/concat_1"; +"42 sequential/dense/Tensordot/GatherV2_1/axis" -> "43 sequential/dense/Tensordot/GatherV2_1"; +"43 sequential/dense/Tensordot/GatherV2_1" -> "47 sequential/dense/Tensordot/Prod_1"; +"44 sequential/dense/Tensordot/Const" -> "45 sequential/dense/Tensordot/Prod"; +"45 sequential/dense/Tensordot/Prod" -> "50 sequential/dense/Tensordot/stack"; +"46 sequential/dense/Tensordot/Const_1" -> "47 sequential/dense/Tensordot/Prod_1"; +"47 sequential/dense/Tensordot/Prod_1" -> "50 sequential/dense/Tensordot/stack"; +"48 sequential/dense/Tensordot/concat/axis" -> "49 sequential/dense/Tensordot/concat"; +"49 sequential/dense/Tensordot/concat" -> "51 sequential/dense/Tensordot/transpose"; +"50 sequential/dense/Tensordot/stack" -> "52 sequential/dense/Tensordot/Reshape"; +"51 sequential/dense/Tensordot/transpose" -> "52 sequential/dense/Tensordot/Reshape"; +"52 sequential/dense/Tensordot/Reshape" -> "53 sequential/dense/Tensordot/MatMul"; +"53 sequential/dense/Tensordot/MatMul" -> "57 sequential/dense/Tensordot"; +"54 sequential/dense/Tensordot/Const_2" -> "56 sequential/dense/Tensordot/concat_1"; +"55 sequential/dense/Tensordot/concat_1/axis" -> "56 sequential/dense/Tensordot/concat_1"; +"56 sequential/dense/Tensordot/concat_1" -> "57 sequential/dense/Tensordot"; +"57 sequential/dense/Tensordot" -> "60 sequential/dense/BiasAdd"; +"58 dense/bias" -> "59 sequential/dense/BiasAdd/ReadVariableOp"; +"59 sequential/dense/BiasAdd/ReadVariableOp" -> "60 sequential/dense/BiasAdd"; +"60 sequential/dense/BiasAdd" -> "61 sequential/dense/Relu"; +"61 sequential/dense/Relu" -> "70 sequential/FakeQuantize_2/dense/SymmQuant/FakeQuantWithMinMaxVars"; +"62 FakeQuantize_2/dense/FakeQuantize_2/dense_scale" -> "63 sequential/FakeQuantize_2/dense/SymmQuant/Abs/ReadVariableOp"; +"63 sequential/FakeQuantize_2/dense/SymmQuant/Abs/ReadVariableOp" -> "64 sequential/FakeQuantize_2/dense/SymmQuant/Abs"; +"64 sequential/FakeQuantize_2/dense/SymmQuant/Abs" -> "66 sequential/FakeQuantize_2/dense/SymmQuant/add"; +"65 sequential/FakeQuantize_2/dense/SymmQuant/add/y" -> "66 sequential/FakeQuantize_2/dense/SymmQuant/add"; +"66 sequential/FakeQuantize_2/dense/SymmQuant/add" -> "69 sequential/FakeQuantize_2/dense/SymmQuant/mul"; +"66 sequential/FakeQuantize_2/dense/SymmQuant/add" -> "70 sequential/FakeQuantize_2/dense/SymmQuant/FakeQuantWithMinMaxVars"; +"67 FakeQuantize_2/dense/FakeQuantize_2/dense_signed" -> "68 sequential/FakeQuantize_2/dense/SymmQuant/mul/ReadVariableOp"; +"68 sequential/FakeQuantize_2/dense/SymmQuant/mul/ReadVariableOp" -> "69 sequential/FakeQuantize_2/dense/SymmQuant/mul"; +"69 sequential/FakeQuantize_2/dense/SymmQuant/mul" -> "70 sequential/FakeQuantize_2/dense/SymmQuant/FakeQuantWithMinMaxVars"; +"70 sequential/FakeQuantize_2/dense/SymmQuant/FakeQuantWithMinMaxVars" -> "71 Identity"; +} diff --git a/tests/tensorflow/data/model_transormer/2.11/sequential_block_insert_before.dot b/tests/tensorflow/data/model_transormer/2.11/sequential_block_insert_before.dot deleted file mode 120000 index 12544bb0f2f..00000000000 --- a/tests/tensorflow/data/model_transormer/2.11/sequential_block_insert_before.dot +++ /dev/null @@ -1 +0,0 @@ -../2.8/sequential_block_insert_before.dot \ No newline at end of file diff --git a/tests/tensorflow/data/model_transormer/2.11/sequential_block_insert_before.dot b/tests/tensorflow/data/model_transormer/2.11/sequential_block_insert_before.dot new file mode 100644 index 00000000000..d0169333655 --- /dev/null +++ b/tests/tensorflow/data/model_transormer/2.11/sequential_block_insert_before.dot @@ -0,0 +1,153 @@ +strict digraph { +"0 args_0" [id=0, op=Placeholder]; +"1 FakeQuantize_0.0/conv2d/FakeQuantize_0.0/conv2d_scale" [id=1, op=Placeholder]; +"2 sequential/FakeQuantize_0.0/conv2d/SymmQuant/Abs/ReadVariableOp" [id=2, op=ReadVariableOp]; +"3 sequential/FakeQuantize_0.0/conv2d/SymmQuant/Abs" [id=3, op=Abs]; +"4 sequential/FakeQuantize_0.0/conv2d/SymmQuant/add/y" [id=4, op=Const]; +"5 sequential/FakeQuantize_0.0/conv2d/SymmQuant/add" [id=5, op=AddV2]; +"6 FakeQuantize_0.0/conv2d/FakeQuantize_0.0/conv2d_signed" [id=6, op=Placeholder]; +"7 sequential/FakeQuantize_0.0/conv2d/SymmQuant/mul/ReadVariableOp" [id=7, op=ReadVariableOp]; +"8 sequential/FakeQuantize_0.0/conv2d/SymmQuant/mul" [id=8, op=Mul]; +"9 sequential/FakeQuantize_0.0/conv2d/SymmQuant/FakeQuantWithMinMaxVars" [id=9, op=FakeQuantWithMinMaxVars]; +"10 conv2d/kernel" [id=10, op=Placeholder]; +"11 sequential/conv2d/Conv2D/ReadVariableOp" [id=11, op=ReadVariableOp]; +"12 sequential/conv2d/Conv2D" [id=12, op=Conv2D]; +"13 conv2d/bias" [id=13, op=Placeholder]; +"14 sequential/conv2d/BiasAdd/ReadVariableOp" [id=14, op=ReadVariableOp]; +"15 sequential/conv2d/BiasAdd" [id=15, op=BiasAdd]; +"16 sequential/conv2d/Relu" [id=16, op=Relu]; +"17 FakeQuantize_1.0/batch_normalization/FakeQuantize_1.0/batch_normalization_scale" [id=17, op=Placeholder]; +"18 sequential/FakeQuantize_1.0/batch_normalization/SymmQuant/Abs/ReadVariableOp" [id=18, op=ReadVariableOp]; +"19 sequential/FakeQuantize_1.0/batch_normalization/SymmQuant/Abs" [id=19, op=Abs]; +"20 sequential/FakeQuantize_1.0/batch_normalization/SymmQuant/add/y" [id=20, op=Const]; +"21 sequential/FakeQuantize_1.0/batch_normalization/SymmQuant/add" [id=21, op=AddV2]; +"22 FakeQuantize_1.0/batch_normalization/FakeQuantize_1.0/batch_normalization_signed" [id=22, op=Placeholder]; +"23 sequential/FakeQuantize_1.0/batch_normalization/SymmQuant/mul/ReadVariableOp" [id=23, op=ReadVariableOp]; +"24 sequential/FakeQuantize_1.0/batch_normalization/SymmQuant/mul" [id=24, op=Mul]; +"25 sequential/FakeQuantize_1.0/batch_normalization/SymmQuant/FakeQuantWithMinMaxVars" [id=25, op=FakeQuantWithMinMaxVars]; +"26 batch_normalization/gamma" [id=26, op=Placeholder]; +"27 sequential/batch_normalization/ReadVariableOp" [id=27, op=ReadVariableOp]; +"28 batch_normalization/beta" [id=28, op=Placeholder]; +"29 sequential/batch_normalization/ReadVariableOp_1" [id=29, op=ReadVariableOp]; +"30 batch_normalization/moving_mean" [id=30, op=Placeholder]; +"31 sequential/batch_normalization/FusedBatchNormV3/ReadVariableOp" [id=31, op=ReadVariableOp]; +"32 batch_normalization/moving_variance" [id=32, op=Placeholder]; +"33 sequential/batch_normalization/FusedBatchNormV3/ReadVariableOp_1" [id=33, op=ReadVariableOp]; +"34 sequential/batch_normalization/FusedBatchNormV3" [id=34, op=FusedBatchNormV3]; +"35 FakeQuantize_2.0/dense/FakeQuantize_2.0/dense_scale" [id=35, op=Placeholder]; +"36 sequential/FakeQuantize_2.0/dense/SymmQuant/Abs/ReadVariableOp" [id=36, op=ReadVariableOp]; +"37 sequential/FakeQuantize_2.0/dense/SymmQuant/Abs" [id=37, op=Abs]; +"38 sequential/FakeQuantize_2.0/dense/SymmQuant/add/y" [id=38, op=Const]; +"39 sequential/FakeQuantize_2.0/dense/SymmQuant/add" [id=39, op=AddV2]; +"40 FakeQuantize_2.0/dense/FakeQuantize_2.0/dense_signed" [id=40, op=Placeholder]; +"41 sequential/FakeQuantize_2.0/dense/SymmQuant/mul/ReadVariableOp" [id=41, op=ReadVariableOp]; +"42 sequential/FakeQuantize_2.0/dense/SymmQuant/mul" [id=42, op=Mul]; +"43 sequential/FakeQuantize_2.0/dense/SymmQuant/FakeQuantWithMinMaxVars" [id=43, op=FakeQuantWithMinMaxVars]; +"44 dense/kernel" [id=44, op=Placeholder]; +"45 sequential/dense/Tensordot/ReadVariableOp" [id=45, op=ReadVariableOp]; +"46 sequential/dense/Tensordot/axes" [id=46, op=Const]; +"47 sequential/dense/Tensordot/free" [id=47, op=Const]; +"48 sequential/dense/Tensordot/Shape" [id=48, op=Shape]; +"49 sequential/dense/Tensordot/GatherV2/axis" [id=49, op=Const]; +"50 sequential/dense/Tensordot/GatherV2" [id=50, op=GatherV2]; +"51 sequential/dense/Tensordot/GatherV2_1/axis" [id=51, op=Const]; +"52 sequential/dense/Tensordot/GatherV2_1" [id=52, op=GatherV2]; +"53 sequential/dense/Tensordot/Const" [id=53, op=Const]; +"54 sequential/dense/Tensordot/Prod" [id=54, op=Prod]; +"55 sequential/dense/Tensordot/Const_1" [id=55, op=Const]; +"56 sequential/dense/Tensordot/Prod_1" [id=56, op=Prod]; +"57 sequential/dense/Tensordot/concat/axis" [id=57, op=Const]; +"58 sequential/dense/Tensordot/concat" [id=58, op=ConcatV2]; +"59 sequential/dense/Tensordot/stack" [id=59, op=Pack]; +"60 sequential/dense/Tensordot/transpose" [id=60, op=Transpose]; +"61 sequential/dense/Tensordot/Reshape" [id=61, op=Reshape]; +"62 sequential/dense/Tensordot/MatMul" [id=62, op=MatMul]; +"63 sequential/dense/Tensordot/Const_2" [id=63, op=Const]; +"64 sequential/dense/Tensordot/concat_1/axis" [id=64, op=Const]; +"65 sequential/dense/Tensordot/concat_1" [id=65, op=ConcatV2]; +"66 sequential/dense/Tensordot" [id=66, op=Reshape]; +"67 dense/bias" [id=67, op=Placeholder]; +"68 sequential/dense/BiasAdd/ReadVariableOp" [id=68, op=ReadVariableOp]; +"69 sequential/dense/BiasAdd" [id=69, op=BiasAdd]; +"70 sequential/dense/Relu" [id=70, op=Relu]; +"71 Identity" [id=71, op=Identity]; +"0 args_0" -> "9 sequential/FakeQuantize_0.0/conv2d/SymmQuant/FakeQuantWithMinMaxVars"; +"1 FakeQuantize_0.0/conv2d/FakeQuantize_0.0/conv2d_scale" -> "2 sequential/FakeQuantize_0.0/conv2d/SymmQuant/Abs/ReadVariableOp"; +"2 sequential/FakeQuantize_0.0/conv2d/SymmQuant/Abs/ReadVariableOp" -> "3 sequential/FakeQuantize_0.0/conv2d/SymmQuant/Abs"; +"3 sequential/FakeQuantize_0.0/conv2d/SymmQuant/Abs" -> "5 sequential/FakeQuantize_0.0/conv2d/SymmQuant/add"; +"4 sequential/FakeQuantize_0.0/conv2d/SymmQuant/add/y" -> "5 sequential/FakeQuantize_0.0/conv2d/SymmQuant/add"; +"5 sequential/FakeQuantize_0.0/conv2d/SymmQuant/add" -> "8 sequential/FakeQuantize_0.0/conv2d/SymmQuant/mul"; +"5 sequential/FakeQuantize_0.0/conv2d/SymmQuant/add" -> "9 sequential/FakeQuantize_0.0/conv2d/SymmQuant/FakeQuantWithMinMaxVars"; +"6 FakeQuantize_0.0/conv2d/FakeQuantize_0.0/conv2d_signed" -> "7 sequential/FakeQuantize_0.0/conv2d/SymmQuant/mul/ReadVariableOp"; +"7 sequential/FakeQuantize_0.0/conv2d/SymmQuant/mul/ReadVariableOp" -> "8 sequential/FakeQuantize_0.0/conv2d/SymmQuant/mul"; +"8 sequential/FakeQuantize_0.0/conv2d/SymmQuant/mul" -> "9 sequential/FakeQuantize_0.0/conv2d/SymmQuant/FakeQuantWithMinMaxVars"; +"9 sequential/FakeQuantize_0.0/conv2d/SymmQuant/FakeQuantWithMinMaxVars" -> "12 sequential/conv2d/Conv2D"; +"10 conv2d/kernel" -> "11 sequential/conv2d/Conv2D/ReadVariableOp"; +"11 sequential/conv2d/Conv2D/ReadVariableOp" -> "12 sequential/conv2d/Conv2D"; +"12 sequential/conv2d/Conv2D" -> "15 sequential/conv2d/BiasAdd"; +"13 conv2d/bias" -> "14 sequential/conv2d/BiasAdd/ReadVariableOp"; +"14 sequential/conv2d/BiasAdd/ReadVariableOp" -> "15 sequential/conv2d/BiasAdd"; +"15 sequential/conv2d/BiasAdd" -> "16 sequential/conv2d/Relu"; +"16 sequential/conv2d/Relu" -> "25 sequential/FakeQuantize_1.0/batch_normalization/SymmQuant/FakeQuantWithMinMaxVars"; +"17 FakeQuantize_1.0/batch_normalization/FakeQuantize_1.0/batch_normalization_scale" -> "18 sequential/FakeQuantize_1.0/batch_normalization/SymmQuant/Abs/ReadVariableOp"; +"18 sequential/FakeQuantize_1.0/batch_normalization/SymmQuant/Abs/ReadVariableOp" -> "19 sequential/FakeQuantize_1.0/batch_normalization/SymmQuant/Abs"; +"19 sequential/FakeQuantize_1.0/batch_normalization/SymmQuant/Abs" -> "21 sequential/FakeQuantize_1.0/batch_normalization/SymmQuant/add"; +"20 sequential/FakeQuantize_1.0/batch_normalization/SymmQuant/add/y" -> "21 sequential/FakeQuantize_1.0/batch_normalization/SymmQuant/add"; +"21 sequential/FakeQuantize_1.0/batch_normalization/SymmQuant/add" -> "24 sequential/FakeQuantize_1.0/batch_normalization/SymmQuant/mul"; +"21 sequential/FakeQuantize_1.0/batch_normalization/SymmQuant/add" -> "25 sequential/FakeQuantize_1.0/batch_normalization/SymmQuant/FakeQuantWithMinMaxVars"; +"22 FakeQuantize_1.0/batch_normalization/FakeQuantize_1.0/batch_normalization_signed" -> "23 sequential/FakeQuantize_1.0/batch_normalization/SymmQuant/mul/ReadVariableOp"; +"23 sequential/FakeQuantize_1.0/batch_normalization/SymmQuant/mul/ReadVariableOp" -> "24 sequential/FakeQuantize_1.0/batch_normalization/SymmQuant/mul"; +"24 sequential/FakeQuantize_1.0/batch_normalization/SymmQuant/mul" -> "25 sequential/FakeQuantize_1.0/batch_normalization/SymmQuant/FakeQuantWithMinMaxVars"; +"25 sequential/FakeQuantize_1.0/batch_normalization/SymmQuant/FakeQuantWithMinMaxVars" -> "34 sequential/batch_normalization/FusedBatchNormV3"; +"26 batch_normalization/gamma" -> "27 sequential/batch_normalization/ReadVariableOp"; +"27 sequential/batch_normalization/ReadVariableOp" -> "34 sequential/batch_normalization/FusedBatchNormV3"; +"28 batch_normalization/beta" -> "29 sequential/batch_normalization/ReadVariableOp_1"; +"29 sequential/batch_normalization/ReadVariableOp_1" -> "34 sequential/batch_normalization/FusedBatchNormV3"; +"30 batch_normalization/moving_mean" -> "31 sequential/batch_normalization/FusedBatchNormV3/ReadVariableOp"; +"31 sequential/batch_normalization/FusedBatchNormV3/ReadVariableOp" -> "34 sequential/batch_normalization/FusedBatchNormV3"; +"32 batch_normalization/moving_variance" -> "33 sequential/batch_normalization/FusedBatchNormV3/ReadVariableOp_1"; +"33 sequential/batch_normalization/FusedBatchNormV3/ReadVariableOp_1" -> "34 sequential/batch_normalization/FusedBatchNormV3"; +"34 sequential/batch_normalization/FusedBatchNormV3" -> "43 sequential/FakeQuantize_2.0/dense/SymmQuant/FakeQuantWithMinMaxVars"; +"35 FakeQuantize_2.0/dense/FakeQuantize_2.0/dense_scale" -> "36 sequential/FakeQuantize_2.0/dense/SymmQuant/Abs/ReadVariableOp"; +"36 sequential/FakeQuantize_2.0/dense/SymmQuant/Abs/ReadVariableOp" -> "37 sequential/FakeQuantize_2.0/dense/SymmQuant/Abs"; +"37 sequential/FakeQuantize_2.0/dense/SymmQuant/Abs" -> "39 sequential/FakeQuantize_2.0/dense/SymmQuant/add"; +"38 sequential/FakeQuantize_2.0/dense/SymmQuant/add/y" -> "39 sequential/FakeQuantize_2.0/dense/SymmQuant/add"; +"39 sequential/FakeQuantize_2.0/dense/SymmQuant/add" -> "42 sequential/FakeQuantize_2.0/dense/SymmQuant/mul"; +"39 sequential/FakeQuantize_2.0/dense/SymmQuant/add" -> "43 sequential/FakeQuantize_2.0/dense/SymmQuant/FakeQuantWithMinMaxVars"; +"40 FakeQuantize_2.0/dense/FakeQuantize_2.0/dense_signed" -> "41 sequential/FakeQuantize_2.0/dense/SymmQuant/mul/ReadVariableOp"; +"41 sequential/FakeQuantize_2.0/dense/SymmQuant/mul/ReadVariableOp" -> "42 sequential/FakeQuantize_2.0/dense/SymmQuant/mul"; +"42 sequential/FakeQuantize_2.0/dense/SymmQuant/mul" -> "43 sequential/FakeQuantize_2.0/dense/SymmQuant/FakeQuantWithMinMaxVars"; +"43 sequential/FakeQuantize_2.0/dense/SymmQuant/FakeQuantWithMinMaxVars" -> "48 sequential/dense/Tensordot/Shape"; +"43 sequential/FakeQuantize_2.0/dense/SymmQuant/FakeQuantWithMinMaxVars" -> "60 sequential/dense/Tensordot/transpose"; +"44 dense/kernel" -> "45 sequential/dense/Tensordot/ReadVariableOp"; +"45 sequential/dense/Tensordot/ReadVariableOp" -> "62 sequential/dense/Tensordot/MatMul"; +"46 sequential/dense/Tensordot/axes" -> "52 sequential/dense/Tensordot/GatherV2_1"; +"46 sequential/dense/Tensordot/axes" -> "58 sequential/dense/Tensordot/concat"; +"47 sequential/dense/Tensordot/free" -> "50 sequential/dense/Tensordot/GatherV2"; +"47 sequential/dense/Tensordot/free" -> "58 sequential/dense/Tensordot/concat"; +"48 sequential/dense/Tensordot/Shape" -> "50 sequential/dense/Tensordot/GatherV2"; +"48 sequential/dense/Tensordot/Shape" -> "52 sequential/dense/Tensordot/GatherV2_1"; +"49 sequential/dense/Tensordot/GatherV2/axis" -> "50 sequential/dense/Tensordot/GatherV2"; +"50 sequential/dense/Tensordot/GatherV2" -> "54 sequential/dense/Tensordot/Prod"; +"50 sequential/dense/Tensordot/GatherV2" -> "65 sequential/dense/Tensordot/concat_1"; +"51 sequential/dense/Tensordot/GatherV2_1/axis" -> "52 sequential/dense/Tensordot/GatherV2_1"; +"52 sequential/dense/Tensordot/GatherV2_1" -> "56 sequential/dense/Tensordot/Prod_1"; +"53 sequential/dense/Tensordot/Const" -> "54 sequential/dense/Tensordot/Prod"; +"54 sequential/dense/Tensordot/Prod" -> "59 sequential/dense/Tensordot/stack"; +"55 sequential/dense/Tensordot/Const_1" -> "56 sequential/dense/Tensordot/Prod_1"; +"56 sequential/dense/Tensordot/Prod_1" -> "59 sequential/dense/Tensordot/stack"; +"57 sequential/dense/Tensordot/concat/axis" -> "58 sequential/dense/Tensordot/concat"; +"58 sequential/dense/Tensordot/concat" -> "60 sequential/dense/Tensordot/transpose"; +"59 sequential/dense/Tensordot/stack" -> "61 sequential/dense/Tensordot/Reshape"; +"60 sequential/dense/Tensordot/transpose" -> "61 sequential/dense/Tensordot/Reshape"; +"61 sequential/dense/Tensordot/Reshape" -> "62 sequential/dense/Tensordot/MatMul"; +"62 sequential/dense/Tensordot/MatMul" -> "66 sequential/dense/Tensordot"; +"63 sequential/dense/Tensordot/Const_2" -> "65 sequential/dense/Tensordot/concat_1"; +"64 sequential/dense/Tensordot/concat_1/axis" -> "65 sequential/dense/Tensordot/concat_1"; +"65 sequential/dense/Tensordot/concat_1" -> "66 sequential/dense/Tensordot"; +"66 sequential/dense/Tensordot" -> "69 sequential/dense/BiasAdd"; +"67 dense/bias" -> "68 sequential/dense/BiasAdd/ReadVariableOp"; +"68 sequential/dense/BiasAdd/ReadVariableOp" -> "69 sequential/dense/BiasAdd"; +"69 sequential/dense/BiasAdd" -> "70 sequential/dense/Relu"; +"70 sequential/dense/Relu" -> "71 Identity"; +} diff --git a/tests/tensorflow/data/model_transormer/2.8/functional_insert_after.dot b/tests/tensorflow/data/model_transormer/2.8/functional_insert_after.dot deleted file mode 100644 index 4592c5375c3..00000000000 --- a/tests/tensorflow/data/model_transormer/2.8/functional_insert_after.dot +++ /dev/null @@ -1,382 +0,0 @@ -strict digraph { -"0 args_0" [id=0, op=Placeholder]; -"1 FakeQuantize_0/input/FakeQuantize_0/input_scale" [id=1, op=Placeholder]; -"2 ResnetBlockTest/FakeQuantize_0/input/SymmQuant/Abs/ReadVariableOp" [id=2, op=ReadVariableOp]; -"3 ResnetBlockTest/FakeQuantize_0/input/SymmQuant/Abs" [id=3, op=Abs]; -"4 ResnetBlockTest/FakeQuantize_0/input/SymmQuant/add/y" [id=4, op=Const]; -"5 ResnetBlockTest/FakeQuantize_0/input/SymmQuant/add" [id=5, op=AddV2]; -"6 FakeQuantize_0/input/FakeQuantize_0/input_signed" [id=6, op=Placeholder]; -"7 ResnetBlockTest/FakeQuantize_0/input/SymmQuant/mul/ReadVariableOp" [id=7, op=ReadVariableOp]; -"8 ResnetBlockTest/FakeQuantize_0/input/SymmQuant/mul" [id=8, op=Mul]; -"9 ResnetBlockTest/FakeQuantize_0/input/SymmQuant/FakeQuantWithMinMaxVars" [id=9, op=FakeQuantWithMinMaxVars]; -"10 conv2d/kernel" [id=10, op=Placeholder]; -"11 ResnetBlockTest/conv2d/Conv2D/ReadVariableOp" [id=11, op=ReadVariableOp]; -"12 ResnetBlockTest/conv2d/Conv2D" [id=12, op=Conv2D]; -"13 conv2d/bias" [id=13, op=Placeholder]; -"14 ResnetBlockTest/conv2d/BiasAdd/ReadVariableOp" [id=14, op=ReadVariableOp]; -"15 ResnetBlockTest/conv2d/BiasAdd" [id=15, op=BiasAdd]; -"16 ResnetBlockTest/conv2d/Relu" [id=16, op=Relu]; -"17 FakeQuantize_1/conv2d/FakeQuantize_1/conv2d_scale" [id=17, op=Placeholder]; -"18 ResnetBlockTest/FakeQuantize_1/conv2d/SymmQuant/Abs/ReadVariableOp" [id=18, op=ReadVariableOp]; -"19 ResnetBlockTest/FakeQuantize_1/conv2d/SymmQuant/Abs" [id=19, op=Abs]; -"20 ResnetBlockTest/FakeQuantize_1/conv2d/SymmQuant/add/y" [id=20, op=Const]; -"21 ResnetBlockTest/FakeQuantize_1/conv2d/SymmQuant/add" [id=21, op=AddV2]; -"22 FakeQuantize_1/conv2d/FakeQuantize_1/conv2d_signed" [id=22, op=Placeholder]; -"23 ResnetBlockTest/FakeQuantize_1/conv2d/SymmQuant/mul/ReadVariableOp" [id=23, op=ReadVariableOp]; -"24 ResnetBlockTest/FakeQuantize_1/conv2d/SymmQuant/mul" [id=24, op=Mul]; -"25 ResnetBlockTest/FakeQuantize_1/conv2d/SymmQuant/FakeQuantWithMinMaxVars" [id=25, op=FakeQuantWithMinMaxVars]; -"26 conv2d_2/kernel" [id=26, op=Placeholder]; -"27 ResnetBlockTest/conv2d_2/Conv2D/ReadVariableOp" [id=27, op=ReadVariableOp]; -"28 ResnetBlockTest/conv2d_2/Conv2D" [id=28, op=Conv2D]; -"29 conv2d_2/bias" [id=29, op=Placeholder]; -"30 ResnetBlockTest/conv2d_2/BiasAdd/ReadVariableOp" [id=30, op=ReadVariableOp]; -"31 ResnetBlockTest/conv2d_2/BiasAdd" [id=31, op=BiasAdd]; -"32 FakeQuantize_2/conv2d_2/FakeQuantize_2/conv2d_2_scale" [id=32, op=Placeholder]; -"33 ResnetBlockTest/FakeQuantize_2/conv2d_2/SymmQuant/Abs/ReadVariableOp" [id=33, op=ReadVariableOp]; -"34 ResnetBlockTest/FakeQuantize_2/conv2d_2/SymmQuant/Abs" [id=34, op=Abs]; -"35 ResnetBlockTest/FakeQuantize_2/conv2d_2/SymmQuant/add/y" [id=35, op=Const]; -"36 ResnetBlockTest/FakeQuantize_2/conv2d_2/SymmQuant/add" [id=36, op=AddV2]; -"37 FakeQuantize_2/conv2d_2/FakeQuantize_2/conv2d_2_signed" [id=37, op=Placeholder]; -"38 ResnetBlockTest/FakeQuantize_2/conv2d_2/SymmQuant/mul/ReadVariableOp" [id=38, op=ReadVariableOp]; -"39 ResnetBlockTest/FakeQuantize_2/conv2d_2/SymmQuant/mul" [id=39, op=Mul]; -"40 ResnetBlockTest/FakeQuantize_2/conv2d_2/SymmQuant/FakeQuantWithMinMaxVars" [id=40, op=FakeQuantWithMinMaxVars]; -"41 batch_normalization_1/gamma" [id=41, op=Placeholder]; -"42 ResnetBlockTest/batch_normalization_1/ReadVariableOp" [id=42, op=ReadVariableOp]; -"43 batch_normalization_1/beta" [id=43, op=Placeholder]; -"44 ResnetBlockTest/batch_normalization_1/ReadVariableOp_1" [id=44, op=ReadVariableOp]; -"45 batch_normalization_1/moving_mean" [id=45, op=Placeholder]; -"46 ResnetBlockTest/batch_normalization_1/FusedBatchNormV3/ReadVariableOp" [id=46, op=ReadVariableOp]; -"47 batch_normalization_1/moving_variance" [id=47, op=Placeholder]; -"48 ResnetBlockTest/batch_normalization_1/FusedBatchNormV3/ReadVariableOp_1" [id=48, op=ReadVariableOp]; -"49 ResnetBlockTest/batch_normalization_1/FusedBatchNormV3" [id=49, op=FusedBatchNormV3]; -"50 FakeQuantize_3/batch_normalization_1/FakeQuantize_3/batch_normalization_1_scale" [id=50, op=Placeholder]; -"51 ResnetBlockTest/FakeQuantize_3/batch_normalization_1/SymmQuant/Abs/ReadVariableOp" [id=51, op=ReadVariableOp]; -"52 ResnetBlockTest/FakeQuantize_3/batch_normalization_1/SymmQuant/Abs" [id=52, op=Abs]; -"53 ResnetBlockTest/FakeQuantize_3/batch_normalization_1/SymmQuant/add/y" [id=53, op=Const]; -"54 ResnetBlockTest/FakeQuantize_3/batch_normalization_1/SymmQuant/add" [id=54, op=AddV2]; -"55 FakeQuantize_3/batch_normalization_1/FakeQuantize_3/batch_normalization_1_signed" [id=55, op=Placeholder]; -"56 ResnetBlockTest/FakeQuantize_3/batch_normalization_1/SymmQuant/mul/ReadVariableOp" [id=56, op=ReadVariableOp]; -"57 ResnetBlockTest/FakeQuantize_3/batch_normalization_1/SymmQuant/mul" [id=57, op=Mul]; -"58 ResnetBlockTest/FakeQuantize_3/batch_normalization_1/SymmQuant/FakeQuantWithMinMaxVars" [id=58, op=FakeQuantWithMinMaxVars]; -"59 ResnetBlockTest/re_lu/Relu" [id=59, op=Relu]; -"60 FakeQuantize_4/re_lu/FakeQuantize_4/re_lu_scale" [id=60, op=Placeholder]; -"61 ResnetBlockTest/FakeQuantize_4/re_lu/SymmQuant/Abs/ReadVariableOp" [id=61, op=ReadVariableOp]; -"62 ResnetBlockTest/FakeQuantize_4/re_lu/SymmQuant/Abs" [id=62, op=Abs]; -"63 ResnetBlockTest/FakeQuantize_4/re_lu/SymmQuant/add/y" [id=63, op=Const]; -"64 ResnetBlockTest/FakeQuantize_4/re_lu/SymmQuant/add" [id=64, op=AddV2]; -"65 FakeQuantize_4/re_lu/FakeQuantize_4/re_lu_signed" [id=65, op=Placeholder]; -"66 ResnetBlockTest/FakeQuantize_4/re_lu/SymmQuant/mul/ReadVariableOp" [id=66, op=ReadVariableOp]; -"67 ResnetBlockTest/FakeQuantize_4/re_lu/SymmQuant/mul" [id=67, op=Mul]; -"68 ResnetBlockTest/FakeQuantize_4/re_lu/SymmQuant/FakeQuantWithMinMaxVars" [id=68, op=FakeQuantWithMinMaxVars]; -"69 conv2d_3/kernel" [id=69, op=Placeholder]; -"70 ResnetBlockTest/conv2d_3/Conv2D/ReadVariableOp" [id=70, op=ReadVariableOp]; -"71 ResnetBlockTest/conv2d_3/Conv2D" [id=71, op=Conv2D]; -"72 conv2d_3/bias" [id=72, op=Placeholder]; -"73 ResnetBlockTest/conv2d_3/BiasAdd/ReadVariableOp" [id=73, op=ReadVariableOp]; -"74 ResnetBlockTest/conv2d_3/BiasAdd" [id=74, op=BiasAdd]; -"75 conv2d_1/kernel" [id=75, op=Placeholder]; -"76 ResnetBlockTest/conv2d_1/Conv2D/ReadVariableOp" [id=76, op=ReadVariableOp]; -"77 ResnetBlockTest/conv2d_1/Conv2D" [id=77, op=Conv2D]; -"78 conv2d_1/bias" [id=78, op=Placeholder]; -"79 ResnetBlockTest/conv2d_1/BiasAdd/ReadVariableOp" [id=79, op=ReadVariableOp]; -"80 ResnetBlockTest/conv2d_1/BiasAdd" [id=80, op=BiasAdd]; -"81 FakeQuantize_6/conv2d_3/FakeQuantize_6/conv2d_3_scale" [id=81, op=Placeholder]; -"82 ResnetBlockTest/FakeQuantize_6/conv2d_3/SymmQuant/Abs/ReadVariableOp" [id=82, op=ReadVariableOp]; -"83 ResnetBlockTest/FakeQuantize_6/conv2d_3/SymmQuant/Abs" [id=83, op=Abs]; -"84 ResnetBlockTest/FakeQuantize_6/conv2d_3/SymmQuant/add/y" [id=84, op=Const]; -"85 ResnetBlockTest/FakeQuantize_6/conv2d_3/SymmQuant/add" [id=85, op=AddV2]; -"86 FakeQuantize_6/conv2d_3/FakeQuantize_6/conv2d_3_signed" [id=86, op=Placeholder]; -"87 ResnetBlockTest/FakeQuantize_6/conv2d_3/SymmQuant/mul/ReadVariableOp" [id=87, op=ReadVariableOp]; -"88 ResnetBlockTest/FakeQuantize_6/conv2d_3/SymmQuant/mul" [id=88, op=Mul]; -"89 ResnetBlockTest/FakeQuantize_6/conv2d_3/SymmQuant/FakeQuantWithMinMaxVars" [id=89, op=FakeQuantWithMinMaxVars]; -"90 FakeQuantize_5/conv2d_1/FakeQuantize_5/conv2d_1_scale" [id=90, op=Placeholder]; -"91 ResnetBlockTest/FakeQuantize_5/conv2d_1/SymmQuant/Abs/ReadVariableOp" [id=91, op=ReadVariableOp]; -"92 ResnetBlockTest/FakeQuantize_5/conv2d_1/SymmQuant/Abs" [id=92, op=Abs]; -"93 ResnetBlockTest/FakeQuantize_5/conv2d_1/SymmQuant/add/y" [id=93, op=Const]; -"94 ResnetBlockTest/FakeQuantize_5/conv2d_1/SymmQuant/add" [id=94, op=AddV2]; -"95 FakeQuantize_5/conv2d_1/FakeQuantize_5/conv2d_1_signed" [id=95, op=Placeholder]; -"96 ResnetBlockTest/FakeQuantize_5/conv2d_1/SymmQuant/mul/ReadVariableOp" [id=96, op=ReadVariableOp]; -"97 ResnetBlockTest/FakeQuantize_5/conv2d_1/SymmQuant/mul" [id=97, op=Mul]; -"98 ResnetBlockTest/FakeQuantize_5/conv2d_1/SymmQuant/FakeQuantWithMinMaxVars" [id=98, op=FakeQuantWithMinMaxVars]; -"99 batch_normalization_2/gamma" [id=99, op=Placeholder]; -"100 ResnetBlockTest/batch_normalization_2/ReadVariableOp" [id=100, op=ReadVariableOp]; -"101 batch_normalization_2/beta" [id=101, op=Placeholder]; -"102 ResnetBlockTest/batch_normalization_2/ReadVariableOp_1" [id=102, op=ReadVariableOp]; -"103 batch_normalization_2/moving_mean" [id=103, op=Placeholder]; -"104 ResnetBlockTest/batch_normalization_2/FusedBatchNormV3/ReadVariableOp" [id=104, op=ReadVariableOp]; -"105 batch_normalization_2/moving_variance" [id=105, op=Placeholder]; -"106 ResnetBlockTest/batch_normalization_2/FusedBatchNormV3/ReadVariableOp_1" [id=106, op=ReadVariableOp]; -"107 ResnetBlockTest/batch_normalization_2/FusedBatchNormV3" [id=107, op=FusedBatchNormV3]; -"108 batch_normalization/gamma" [id=108, op=Placeholder]; -"109 ResnetBlockTest/batch_normalization/ReadVariableOp" [id=109, op=ReadVariableOp]; -"110 batch_normalization/beta" [id=110, op=Placeholder]; -"111 ResnetBlockTest/batch_normalization/ReadVariableOp_1" [id=111, op=ReadVariableOp]; -"112 batch_normalization/moving_mean" [id=112, op=Placeholder]; -"113 ResnetBlockTest/batch_normalization/FusedBatchNormV3/ReadVariableOp" [id=113, op=ReadVariableOp]; -"114 batch_normalization/moving_variance" [id=114, op=Placeholder]; -"115 ResnetBlockTest/batch_normalization/FusedBatchNormV3/ReadVariableOp_1" [id=115, op=ReadVariableOp]; -"116 ResnetBlockTest/batch_normalization/FusedBatchNormV3" [id=116, op=FusedBatchNormV3]; -"117 FakeQuantize_7/batch_normalization/FakeQuantize_7/batch_normalization_scale" [id=117, op=Placeholder]; -"118 ResnetBlockTest/FakeQuantize_7/batch_normalization/SymmQuant/Abs/ReadVariableOp" [id=118, op=ReadVariableOp]; -"119 ResnetBlockTest/FakeQuantize_7/batch_normalization/SymmQuant/Abs" [id=119, op=Abs]; -"120 ResnetBlockTest/FakeQuantize_7/batch_normalization/SymmQuant/add/y" [id=120, op=Const]; -"121 ResnetBlockTest/FakeQuantize_7/batch_normalization/SymmQuant/add" [id=121, op=AddV2]; -"122 FakeQuantize_7/batch_normalization/FakeQuantize_7/batch_normalization_signed" [id=122, op=Placeholder]; -"123 ResnetBlockTest/FakeQuantize_7/batch_normalization/SymmQuant/mul/ReadVariableOp" [id=123, op=ReadVariableOp]; -"124 ResnetBlockTest/FakeQuantize_7/batch_normalization/SymmQuant/mul" [id=124, op=Mul]; -"125 ResnetBlockTest/FakeQuantize_7/batch_normalization/SymmQuant/FakeQuantWithMinMaxVars" [id=125, op=FakeQuantWithMinMaxVars]; -"126 FakeQuantize_8/batch_normalization_2/FakeQuantize_8/batch_normalization_2_scale" [id=126, op=Placeholder]; -"127 ResnetBlockTest/FakeQuantize_8/batch_normalization_2/SymmQuant/Abs/ReadVariableOp" [id=127, op=ReadVariableOp]; -"128 ResnetBlockTest/FakeQuantize_8/batch_normalization_2/SymmQuant/Abs" [id=128, op=Abs]; -"129 ResnetBlockTest/FakeQuantize_8/batch_normalization_2/SymmQuant/add/y" [id=129, op=Const]; -"130 ResnetBlockTest/FakeQuantize_8/batch_normalization_2/SymmQuant/add" [id=130, op=AddV2]; -"131 FakeQuantize_8/batch_normalization_2/FakeQuantize_8/batch_normalization_2_signed" [id=131, op=Placeholder]; -"132 ResnetBlockTest/FakeQuantize_8/batch_normalization_2/SymmQuant/mul/ReadVariableOp" [id=132, op=ReadVariableOp]; -"133 ResnetBlockTest/FakeQuantize_8/batch_normalization_2/SymmQuant/mul" [id=133, op=Mul]; -"134 ResnetBlockTest/FakeQuantize_8/batch_normalization_2/SymmQuant/FakeQuantWithMinMaxVars" [id=134, op=FakeQuantWithMinMaxVars]; -"135 ResnetBlockTest/add/add" [id=135, op=AddV2]; -"136 FakeQuantize_9/add/FakeQuantize_9/add_scale" [id=136, op=Placeholder]; -"137 ResnetBlockTest/FakeQuantize_9/add/SymmQuant/Abs/ReadVariableOp" [id=137, op=ReadVariableOp]; -"138 ResnetBlockTest/FakeQuantize_9/add/SymmQuant/Abs" [id=138, op=Abs]; -"139 ResnetBlockTest/FakeQuantize_9/add/SymmQuant/add/y" [id=139, op=Const]; -"140 ResnetBlockTest/FakeQuantize_9/add/SymmQuant/add" [id=140, op=AddV2]; -"141 FakeQuantize_9/add/FakeQuantize_9/add_signed" [id=141, op=Placeholder]; -"142 ResnetBlockTest/FakeQuantize_9/add/SymmQuant/mul/ReadVariableOp" [id=142, op=ReadVariableOp]; -"143 ResnetBlockTest/FakeQuantize_9/add/SymmQuant/mul" [id=143, op=Mul]; -"144 ResnetBlockTest/FakeQuantize_9/add/SymmQuant/FakeQuantWithMinMaxVars" [id=144, op=FakeQuantWithMinMaxVars]; -"145 dense/kernel" [id=145, op=Placeholder]; -"146 ResnetBlockTest/dense/Tensordot/ReadVariableOp" [id=146, op=ReadVariableOp]; -"147 ResnetBlockTest/dense/Tensordot/axes" [id=147, op=Const]; -"148 ResnetBlockTest/dense/Tensordot/free" [id=148, op=Const]; -"149 ResnetBlockTest/dense/Tensordot/Shape" [id=149, op=Shape]; -"150 ResnetBlockTest/dense/Tensordot/GatherV2/axis" [id=150, op=Const]; -"151 ResnetBlockTest/dense/Tensordot/GatherV2" [id=151, op=GatherV2]; -"152 ResnetBlockTest/dense/Tensordot/GatherV2_1/axis" [id=152, op=Const]; -"153 ResnetBlockTest/dense/Tensordot/GatherV2_1" [id=153, op=GatherV2]; -"154 ResnetBlockTest/dense/Tensordot/Const" [id=154, op=Const]; -"155 ResnetBlockTest/dense/Tensordot/Prod" [id=155, op=Prod]; -"156 ResnetBlockTest/dense/Tensordot/Const_1" [id=156, op=Const]; -"157 ResnetBlockTest/dense/Tensordot/Prod_1" [id=157, op=Prod]; -"158 ResnetBlockTest/dense/Tensordot/concat/axis" [id=158, op=Const]; -"159 ResnetBlockTest/dense/Tensordot/concat" [id=159, op=ConcatV2]; -"160 ResnetBlockTest/dense/Tensordot/stack" [id=160, op=Pack]; -"161 ResnetBlockTest/dense/Tensordot/transpose" [id=161, op=Transpose]; -"162 ResnetBlockTest/dense/Tensordot/Reshape" [id=162, op=Reshape]; -"163 ResnetBlockTest/dense/Tensordot/MatMul" [id=163, op=MatMul]; -"164 ResnetBlockTest/dense/Tensordot/Const_2" [id=164, op=Const]; -"165 ResnetBlockTest/dense/Tensordot/concat_1/axis" [id=165, op=Const]; -"166 ResnetBlockTest/dense/Tensordot/concat_1" [id=166, op=ConcatV2]; -"167 ResnetBlockTest/dense/Tensordot" [id=167, op=Reshape]; -"168 dense/bias" [id=168, op=Placeholder]; -"169 ResnetBlockTest/dense/BiasAdd/ReadVariableOp" [id=169, op=ReadVariableOp]; -"170 ResnetBlockTest/dense/BiasAdd" [id=170, op=BiasAdd]; -"171 ResnetBlockTest/dense/Softmax" [id=171, op=Softmax]; -"172 FakeQuantize_10/dense/FakeQuantize_10/dense_scale" [id=172, op=Placeholder]; -"173 ResnetBlockTest/FakeQuantize_10/dense/SymmQuant/Abs/ReadVariableOp" [id=173, op=ReadVariableOp]; -"174 ResnetBlockTest/FakeQuantize_10/dense/SymmQuant/Abs" [id=174, op=Abs]; -"175 ResnetBlockTest/FakeQuantize_10/dense/SymmQuant/add/y" [id=175, op=Const]; -"176 ResnetBlockTest/FakeQuantize_10/dense/SymmQuant/add" [id=176, op=AddV2]; -"177 FakeQuantize_10/dense/FakeQuantize_10/dense_signed" [id=177, op=Placeholder]; -"178 ResnetBlockTest/FakeQuantize_10/dense/SymmQuant/mul/ReadVariableOp" [id=178, op=ReadVariableOp]; -"179 ResnetBlockTest/FakeQuantize_10/dense/SymmQuant/mul" [id=179, op=Mul]; -"180 ResnetBlockTest/FakeQuantize_10/dense/SymmQuant/FakeQuantWithMinMaxVars" [id=180, op=FakeQuantWithMinMaxVars]; -"181 Identity" [id=181, op=Identity]; -"0 args_0" -> "9 ResnetBlockTest/FakeQuantize_0/input/SymmQuant/FakeQuantWithMinMaxVars"; -"1 FakeQuantize_0/input/FakeQuantize_0/input_scale" -> "2 ResnetBlockTest/FakeQuantize_0/input/SymmQuant/Abs/ReadVariableOp"; -"2 ResnetBlockTest/FakeQuantize_0/input/SymmQuant/Abs/ReadVariableOp" -> "3 ResnetBlockTest/FakeQuantize_0/input/SymmQuant/Abs"; -"3 ResnetBlockTest/FakeQuantize_0/input/SymmQuant/Abs" -> "5 ResnetBlockTest/FakeQuantize_0/input/SymmQuant/add"; -"4 ResnetBlockTest/FakeQuantize_0/input/SymmQuant/add/y" -> "5 ResnetBlockTest/FakeQuantize_0/input/SymmQuant/add"; -"5 ResnetBlockTest/FakeQuantize_0/input/SymmQuant/add" -> "8 ResnetBlockTest/FakeQuantize_0/input/SymmQuant/mul"; -"5 ResnetBlockTest/FakeQuantize_0/input/SymmQuant/add" -> "9 ResnetBlockTest/FakeQuantize_0/input/SymmQuant/FakeQuantWithMinMaxVars"; -"6 FakeQuantize_0/input/FakeQuantize_0/input_signed" -> "7 ResnetBlockTest/FakeQuantize_0/input/SymmQuant/mul/ReadVariableOp"; -"7 ResnetBlockTest/FakeQuantize_0/input/SymmQuant/mul/ReadVariableOp" -> "8 ResnetBlockTest/FakeQuantize_0/input/SymmQuant/mul"; -"8 ResnetBlockTest/FakeQuantize_0/input/SymmQuant/mul" -> "9 ResnetBlockTest/FakeQuantize_0/input/SymmQuant/FakeQuantWithMinMaxVars"; -"9 ResnetBlockTest/FakeQuantize_0/input/SymmQuant/FakeQuantWithMinMaxVars" -> "12 ResnetBlockTest/conv2d/Conv2D"; -"10 conv2d/kernel" -> "11 ResnetBlockTest/conv2d/Conv2D/ReadVariableOp"; -"11 ResnetBlockTest/conv2d/Conv2D/ReadVariableOp" -> "12 ResnetBlockTest/conv2d/Conv2D"; -"12 ResnetBlockTest/conv2d/Conv2D" -> "15 ResnetBlockTest/conv2d/BiasAdd"; -"13 conv2d/bias" -> "14 ResnetBlockTest/conv2d/BiasAdd/ReadVariableOp"; -"14 ResnetBlockTest/conv2d/BiasAdd/ReadVariableOp" -> "15 ResnetBlockTest/conv2d/BiasAdd"; -"15 ResnetBlockTest/conv2d/BiasAdd" -> "16 ResnetBlockTest/conv2d/Relu"; -"16 ResnetBlockTest/conv2d/Relu" -> "25 ResnetBlockTest/FakeQuantize_1/conv2d/SymmQuant/FakeQuantWithMinMaxVars"; -"17 FakeQuantize_1/conv2d/FakeQuantize_1/conv2d_scale" -> "18 ResnetBlockTest/FakeQuantize_1/conv2d/SymmQuant/Abs/ReadVariableOp"; -"18 ResnetBlockTest/FakeQuantize_1/conv2d/SymmQuant/Abs/ReadVariableOp" -> "19 ResnetBlockTest/FakeQuantize_1/conv2d/SymmQuant/Abs"; -"19 ResnetBlockTest/FakeQuantize_1/conv2d/SymmQuant/Abs" -> "21 ResnetBlockTest/FakeQuantize_1/conv2d/SymmQuant/add"; -"20 ResnetBlockTest/FakeQuantize_1/conv2d/SymmQuant/add/y" -> "21 ResnetBlockTest/FakeQuantize_1/conv2d/SymmQuant/add"; -"21 ResnetBlockTest/FakeQuantize_1/conv2d/SymmQuant/add" -> "24 ResnetBlockTest/FakeQuantize_1/conv2d/SymmQuant/mul"; -"21 ResnetBlockTest/FakeQuantize_1/conv2d/SymmQuant/add" -> "25 ResnetBlockTest/FakeQuantize_1/conv2d/SymmQuant/FakeQuantWithMinMaxVars"; -"22 FakeQuantize_1/conv2d/FakeQuantize_1/conv2d_signed" -> "23 ResnetBlockTest/FakeQuantize_1/conv2d/SymmQuant/mul/ReadVariableOp"; -"23 ResnetBlockTest/FakeQuantize_1/conv2d/SymmQuant/mul/ReadVariableOp" -> "24 ResnetBlockTest/FakeQuantize_1/conv2d/SymmQuant/mul"; -"24 ResnetBlockTest/FakeQuantize_1/conv2d/SymmQuant/mul" -> "25 ResnetBlockTest/FakeQuantize_1/conv2d/SymmQuant/FakeQuantWithMinMaxVars"; -"25 ResnetBlockTest/FakeQuantize_1/conv2d/SymmQuant/FakeQuantWithMinMaxVars" -> "28 ResnetBlockTest/conv2d_2/Conv2D"; -"25 ResnetBlockTest/FakeQuantize_1/conv2d/SymmQuant/FakeQuantWithMinMaxVars" -> "77 ResnetBlockTest/conv2d_1/Conv2D"; -"26 conv2d_2/kernel" -> "27 ResnetBlockTest/conv2d_2/Conv2D/ReadVariableOp"; -"27 ResnetBlockTest/conv2d_2/Conv2D/ReadVariableOp" -> "28 ResnetBlockTest/conv2d_2/Conv2D"; -"28 ResnetBlockTest/conv2d_2/Conv2D" -> "31 ResnetBlockTest/conv2d_2/BiasAdd"; -"29 conv2d_2/bias" -> "30 ResnetBlockTest/conv2d_2/BiasAdd/ReadVariableOp"; -"30 ResnetBlockTest/conv2d_2/BiasAdd/ReadVariableOp" -> "31 ResnetBlockTest/conv2d_2/BiasAdd"; -"31 ResnetBlockTest/conv2d_2/BiasAdd" -> "40 ResnetBlockTest/FakeQuantize_2/conv2d_2/SymmQuant/FakeQuantWithMinMaxVars"; -"32 FakeQuantize_2/conv2d_2/FakeQuantize_2/conv2d_2_scale" -> "33 ResnetBlockTest/FakeQuantize_2/conv2d_2/SymmQuant/Abs/ReadVariableOp"; -"33 ResnetBlockTest/FakeQuantize_2/conv2d_2/SymmQuant/Abs/ReadVariableOp" -> "34 ResnetBlockTest/FakeQuantize_2/conv2d_2/SymmQuant/Abs"; -"34 ResnetBlockTest/FakeQuantize_2/conv2d_2/SymmQuant/Abs" -> "36 ResnetBlockTest/FakeQuantize_2/conv2d_2/SymmQuant/add"; -"35 ResnetBlockTest/FakeQuantize_2/conv2d_2/SymmQuant/add/y" -> "36 ResnetBlockTest/FakeQuantize_2/conv2d_2/SymmQuant/add"; -"36 ResnetBlockTest/FakeQuantize_2/conv2d_2/SymmQuant/add" -> "39 ResnetBlockTest/FakeQuantize_2/conv2d_2/SymmQuant/mul"; -"36 ResnetBlockTest/FakeQuantize_2/conv2d_2/SymmQuant/add" -> "40 ResnetBlockTest/FakeQuantize_2/conv2d_2/SymmQuant/FakeQuantWithMinMaxVars"; -"37 FakeQuantize_2/conv2d_2/FakeQuantize_2/conv2d_2_signed" -> "38 ResnetBlockTest/FakeQuantize_2/conv2d_2/SymmQuant/mul/ReadVariableOp"; -"38 ResnetBlockTest/FakeQuantize_2/conv2d_2/SymmQuant/mul/ReadVariableOp" -> "39 ResnetBlockTest/FakeQuantize_2/conv2d_2/SymmQuant/mul"; -"39 ResnetBlockTest/FakeQuantize_2/conv2d_2/SymmQuant/mul" -> "40 ResnetBlockTest/FakeQuantize_2/conv2d_2/SymmQuant/FakeQuantWithMinMaxVars"; -"40 ResnetBlockTest/FakeQuantize_2/conv2d_2/SymmQuant/FakeQuantWithMinMaxVars" -> "49 ResnetBlockTest/batch_normalization_1/FusedBatchNormV3"; -"41 batch_normalization_1/gamma" -> "42 ResnetBlockTest/batch_normalization_1/ReadVariableOp"; -"42 ResnetBlockTest/batch_normalization_1/ReadVariableOp" -> "49 ResnetBlockTest/batch_normalization_1/FusedBatchNormV3"; -"43 batch_normalization_1/beta" -> "44 ResnetBlockTest/batch_normalization_1/ReadVariableOp_1"; -"44 ResnetBlockTest/batch_normalization_1/ReadVariableOp_1" -> "49 ResnetBlockTest/batch_normalization_1/FusedBatchNormV3"; -"45 batch_normalization_1/moving_mean" -> "46 ResnetBlockTest/batch_normalization_1/FusedBatchNormV3/ReadVariableOp"; -"46 ResnetBlockTest/batch_normalization_1/FusedBatchNormV3/ReadVariableOp" -> "49 ResnetBlockTest/batch_normalization_1/FusedBatchNormV3"; -"47 batch_normalization_1/moving_variance" -> "48 ResnetBlockTest/batch_normalization_1/FusedBatchNormV3/ReadVariableOp_1"; -"48 ResnetBlockTest/batch_normalization_1/FusedBatchNormV3/ReadVariableOp_1" -> "49 ResnetBlockTest/batch_normalization_1/FusedBatchNormV3"; -"49 ResnetBlockTest/batch_normalization_1/FusedBatchNormV3" -> "58 ResnetBlockTest/FakeQuantize_3/batch_normalization_1/SymmQuant/FakeQuantWithMinMaxVars"; -"50 FakeQuantize_3/batch_normalization_1/FakeQuantize_3/batch_normalization_1_scale" -> "51 ResnetBlockTest/FakeQuantize_3/batch_normalization_1/SymmQuant/Abs/ReadVariableOp"; -"51 ResnetBlockTest/FakeQuantize_3/batch_normalization_1/SymmQuant/Abs/ReadVariableOp" -> "52 ResnetBlockTest/FakeQuantize_3/batch_normalization_1/SymmQuant/Abs"; -"52 ResnetBlockTest/FakeQuantize_3/batch_normalization_1/SymmQuant/Abs" -> "54 ResnetBlockTest/FakeQuantize_3/batch_normalization_1/SymmQuant/add"; -"53 ResnetBlockTest/FakeQuantize_3/batch_normalization_1/SymmQuant/add/y" -> "54 ResnetBlockTest/FakeQuantize_3/batch_normalization_1/SymmQuant/add"; -"54 ResnetBlockTest/FakeQuantize_3/batch_normalization_1/SymmQuant/add" -> "57 ResnetBlockTest/FakeQuantize_3/batch_normalization_1/SymmQuant/mul"; -"54 ResnetBlockTest/FakeQuantize_3/batch_normalization_1/SymmQuant/add" -> "58 ResnetBlockTest/FakeQuantize_3/batch_normalization_1/SymmQuant/FakeQuantWithMinMaxVars"; -"55 FakeQuantize_3/batch_normalization_1/FakeQuantize_3/batch_normalization_1_signed" -> "56 ResnetBlockTest/FakeQuantize_3/batch_normalization_1/SymmQuant/mul/ReadVariableOp"; -"56 ResnetBlockTest/FakeQuantize_3/batch_normalization_1/SymmQuant/mul/ReadVariableOp" -> "57 ResnetBlockTest/FakeQuantize_3/batch_normalization_1/SymmQuant/mul"; -"57 ResnetBlockTest/FakeQuantize_3/batch_normalization_1/SymmQuant/mul" -> "58 ResnetBlockTest/FakeQuantize_3/batch_normalization_1/SymmQuant/FakeQuantWithMinMaxVars"; -"58 ResnetBlockTest/FakeQuantize_3/batch_normalization_1/SymmQuant/FakeQuantWithMinMaxVars" -> "59 ResnetBlockTest/re_lu/Relu"; -"59 ResnetBlockTest/re_lu/Relu" -> "68 ResnetBlockTest/FakeQuantize_4/re_lu/SymmQuant/FakeQuantWithMinMaxVars"; -"60 FakeQuantize_4/re_lu/FakeQuantize_4/re_lu_scale" -> "61 ResnetBlockTest/FakeQuantize_4/re_lu/SymmQuant/Abs/ReadVariableOp"; -"61 ResnetBlockTest/FakeQuantize_4/re_lu/SymmQuant/Abs/ReadVariableOp" -> "62 ResnetBlockTest/FakeQuantize_4/re_lu/SymmQuant/Abs"; -"62 ResnetBlockTest/FakeQuantize_4/re_lu/SymmQuant/Abs" -> "64 ResnetBlockTest/FakeQuantize_4/re_lu/SymmQuant/add"; -"63 ResnetBlockTest/FakeQuantize_4/re_lu/SymmQuant/add/y" -> "64 ResnetBlockTest/FakeQuantize_4/re_lu/SymmQuant/add"; -"64 ResnetBlockTest/FakeQuantize_4/re_lu/SymmQuant/add" -> "67 ResnetBlockTest/FakeQuantize_4/re_lu/SymmQuant/mul"; -"64 ResnetBlockTest/FakeQuantize_4/re_lu/SymmQuant/add" -> "68 ResnetBlockTest/FakeQuantize_4/re_lu/SymmQuant/FakeQuantWithMinMaxVars"; -"65 FakeQuantize_4/re_lu/FakeQuantize_4/re_lu_signed" -> "66 ResnetBlockTest/FakeQuantize_4/re_lu/SymmQuant/mul/ReadVariableOp"; -"66 ResnetBlockTest/FakeQuantize_4/re_lu/SymmQuant/mul/ReadVariableOp" -> "67 ResnetBlockTest/FakeQuantize_4/re_lu/SymmQuant/mul"; -"67 ResnetBlockTest/FakeQuantize_4/re_lu/SymmQuant/mul" -> "68 ResnetBlockTest/FakeQuantize_4/re_lu/SymmQuant/FakeQuantWithMinMaxVars"; -"68 ResnetBlockTest/FakeQuantize_4/re_lu/SymmQuant/FakeQuantWithMinMaxVars" -> "71 ResnetBlockTest/conv2d_3/Conv2D"; -"69 conv2d_3/kernel" -> "70 ResnetBlockTest/conv2d_3/Conv2D/ReadVariableOp"; -"70 ResnetBlockTest/conv2d_3/Conv2D/ReadVariableOp" -> "71 ResnetBlockTest/conv2d_3/Conv2D"; -"71 ResnetBlockTest/conv2d_3/Conv2D" -> "74 ResnetBlockTest/conv2d_3/BiasAdd"; -"72 conv2d_3/bias" -> "73 ResnetBlockTest/conv2d_3/BiasAdd/ReadVariableOp"; -"73 ResnetBlockTest/conv2d_3/BiasAdd/ReadVariableOp" -> "74 ResnetBlockTest/conv2d_3/BiasAdd"; -"74 ResnetBlockTest/conv2d_3/BiasAdd" -> "89 ResnetBlockTest/FakeQuantize_6/conv2d_3/SymmQuant/FakeQuantWithMinMaxVars"; -"75 conv2d_1/kernel" -> "76 ResnetBlockTest/conv2d_1/Conv2D/ReadVariableOp"; -"76 ResnetBlockTest/conv2d_1/Conv2D/ReadVariableOp" -> "77 ResnetBlockTest/conv2d_1/Conv2D"; -"77 ResnetBlockTest/conv2d_1/Conv2D" -> "80 ResnetBlockTest/conv2d_1/BiasAdd"; -"78 conv2d_1/bias" -> "79 ResnetBlockTest/conv2d_1/BiasAdd/ReadVariableOp"; -"79 ResnetBlockTest/conv2d_1/BiasAdd/ReadVariableOp" -> "80 ResnetBlockTest/conv2d_1/BiasAdd"; -"80 ResnetBlockTest/conv2d_1/BiasAdd" -> "98 ResnetBlockTest/FakeQuantize_5/conv2d_1/SymmQuant/FakeQuantWithMinMaxVars"; -"81 FakeQuantize_6/conv2d_3/FakeQuantize_6/conv2d_3_scale" -> "82 ResnetBlockTest/FakeQuantize_6/conv2d_3/SymmQuant/Abs/ReadVariableOp"; -"82 ResnetBlockTest/FakeQuantize_6/conv2d_3/SymmQuant/Abs/ReadVariableOp" -> "83 ResnetBlockTest/FakeQuantize_6/conv2d_3/SymmQuant/Abs"; -"83 ResnetBlockTest/FakeQuantize_6/conv2d_3/SymmQuant/Abs" -> "85 ResnetBlockTest/FakeQuantize_6/conv2d_3/SymmQuant/add"; -"84 ResnetBlockTest/FakeQuantize_6/conv2d_3/SymmQuant/add/y" -> "85 ResnetBlockTest/FakeQuantize_6/conv2d_3/SymmQuant/add"; -"85 ResnetBlockTest/FakeQuantize_6/conv2d_3/SymmQuant/add" -> "88 ResnetBlockTest/FakeQuantize_6/conv2d_3/SymmQuant/mul"; -"85 ResnetBlockTest/FakeQuantize_6/conv2d_3/SymmQuant/add" -> "89 ResnetBlockTest/FakeQuantize_6/conv2d_3/SymmQuant/FakeQuantWithMinMaxVars"; -"86 FakeQuantize_6/conv2d_3/FakeQuantize_6/conv2d_3_signed" -> "87 ResnetBlockTest/FakeQuantize_6/conv2d_3/SymmQuant/mul/ReadVariableOp"; -"87 ResnetBlockTest/FakeQuantize_6/conv2d_3/SymmQuant/mul/ReadVariableOp" -> "88 ResnetBlockTest/FakeQuantize_6/conv2d_3/SymmQuant/mul"; -"88 ResnetBlockTest/FakeQuantize_6/conv2d_3/SymmQuant/mul" -> "89 ResnetBlockTest/FakeQuantize_6/conv2d_3/SymmQuant/FakeQuantWithMinMaxVars"; -"89 ResnetBlockTest/FakeQuantize_6/conv2d_3/SymmQuant/FakeQuantWithMinMaxVars" -> "107 ResnetBlockTest/batch_normalization_2/FusedBatchNormV3"; -"90 FakeQuantize_5/conv2d_1/FakeQuantize_5/conv2d_1_scale" -> "91 ResnetBlockTest/FakeQuantize_5/conv2d_1/SymmQuant/Abs/ReadVariableOp"; -"91 ResnetBlockTest/FakeQuantize_5/conv2d_1/SymmQuant/Abs/ReadVariableOp" -> "92 ResnetBlockTest/FakeQuantize_5/conv2d_1/SymmQuant/Abs"; -"92 ResnetBlockTest/FakeQuantize_5/conv2d_1/SymmQuant/Abs" -> "94 ResnetBlockTest/FakeQuantize_5/conv2d_1/SymmQuant/add"; -"93 ResnetBlockTest/FakeQuantize_5/conv2d_1/SymmQuant/add/y" -> "94 ResnetBlockTest/FakeQuantize_5/conv2d_1/SymmQuant/add"; -"94 ResnetBlockTest/FakeQuantize_5/conv2d_1/SymmQuant/add" -> "97 ResnetBlockTest/FakeQuantize_5/conv2d_1/SymmQuant/mul"; -"94 ResnetBlockTest/FakeQuantize_5/conv2d_1/SymmQuant/add" -> "98 ResnetBlockTest/FakeQuantize_5/conv2d_1/SymmQuant/FakeQuantWithMinMaxVars"; -"95 FakeQuantize_5/conv2d_1/FakeQuantize_5/conv2d_1_signed" -> "96 ResnetBlockTest/FakeQuantize_5/conv2d_1/SymmQuant/mul/ReadVariableOp"; -"96 ResnetBlockTest/FakeQuantize_5/conv2d_1/SymmQuant/mul/ReadVariableOp" -> "97 ResnetBlockTest/FakeQuantize_5/conv2d_1/SymmQuant/mul"; -"97 ResnetBlockTest/FakeQuantize_5/conv2d_1/SymmQuant/mul" -> "98 ResnetBlockTest/FakeQuantize_5/conv2d_1/SymmQuant/FakeQuantWithMinMaxVars"; -"98 ResnetBlockTest/FakeQuantize_5/conv2d_1/SymmQuant/FakeQuantWithMinMaxVars" -> "116 ResnetBlockTest/batch_normalization/FusedBatchNormV3"; -"99 batch_normalization_2/gamma" -> "100 ResnetBlockTest/batch_normalization_2/ReadVariableOp"; -"100 ResnetBlockTest/batch_normalization_2/ReadVariableOp" -> "107 ResnetBlockTest/batch_normalization_2/FusedBatchNormV3"; -"101 batch_normalization_2/beta" -> "102 ResnetBlockTest/batch_normalization_2/ReadVariableOp_1"; -"102 ResnetBlockTest/batch_normalization_2/ReadVariableOp_1" -> "107 ResnetBlockTest/batch_normalization_2/FusedBatchNormV3"; -"103 batch_normalization_2/moving_mean" -> "104 ResnetBlockTest/batch_normalization_2/FusedBatchNormV3/ReadVariableOp"; -"104 ResnetBlockTest/batch_normalization_2/FusedBatchNormV3/ReadVariableOp" -> "107 ResnetBlockTest/batch_normalization_2/FusedBatchNormV3"; -"105 batch_normalization_2/moving_variance" -> "106 ResnetBlockTest/batch_normalization_2/FusedBatchNormV3/ReadVariableOp_1"; -"106 ResnetBlockTest/batch_normalization_2/FusedBatchNormV3/ReadVariableOp_1" -> "107 ResnetBlockTest/batch_normalization_2/FusedBatchNormV3"; -"107 ResnetBlockTest/batch_normalization_2/FusedBatchNormV3" -> "134 ResnetBlockTest/FakeQuantize_8/batch_normalization_2/SymmQuant/FakeQuantWithMinMaxVars"; -"108 batch_normalization/gamma" -> "109 ResnetBlockTest/batch_normalization/ReadVariableOp"; -"109 ResnetBlockTest/batch_normalization/ReadVariableOp" -> "116 ResnetBlockTest/batch_normalization/FusedBatchNormV3"; -"110 batch_normalization/beta" -> "111 ResnetBlockTest/batch_normalization/ReadVariableOp_1"; -"111 ResnetBlockTest/batch_normalization/ReadVariableOp_1" -> "116 ResnetBlockTest/batch_normalization/FusedBatchNormV3"; -"112 batch_normalization/moving_mean" -> "113 ResnetBlockTest/batch_normalization/FusedBatchNormV3/ReadVariableOp"; -"113 ResnetBlockTest/batch_normalization/FusedBatchNormV3/ReadVariableOp" -> "116 ResnetBlockTest/batch_normalization/FusedBatchNormV3"; -"114 batch_normalization/moving_variance" -> "115 ResnetBlockTest/batch_normalization/FusedBatchNormV3/ReadVariableOp_1"; -"115 ResnetBlockTest/batch_normalization/FusedBatchNormV3/ReadVariableOp_1" -> "116 ResnetBlockTest/batch_normalization/FusedBatchNormV3"; -"116 ResnetBlockTest/batch_normalization/FusedBatchNormV3" -> "125 ResnetBlockTest/FakeQuantize_7/batch_normalization/SymmQuant/FakeQuantWithMinMaxVars"; -"117 FakeQuantize_7/batch_normalization/FakeQuantize_7/batch_normalization_scale" -> "118 ResnetBlockTest/FakeQuantize_7/batch_normalization/SymmQuant/Abs/ReadVariableOp"; -"118 ResnetBlockTest/FakeQuantize_7/batch_normalization/SymmQuant/Abs/ReadVariableOp" -> "119 ResnetBlockTest/FakeQuantize_7/batch_normalization/SymmQuant/Abs"; -"119 ResnetBlockTest/FakeQuantize_7/batch_normalization/SymmQuant/Abs" -> "121 ResnetBlockTest/FakeQuantize_7/batch_normalization/SymmQuant/add"; -"120 ResnetBlockTest/FakeQuantize_7/batch_normalization/SymmQuant/add/y" -> "121 ResnetBlockTest/FakeQuantize_7/batch_normalization/SymmQuant/add"; -"121 ResnetBlockTest/FakeQuantize_7/batch_normalization/SymmQuant/add" -> "124 ResnetBlockTest/FakeQuantize_7/batch_normalization/SymmQuant/mul"; -"121 ResnetBlockTest/FakeQuantize_7/batch_normalization/SymmQuant/add" -> "125 ResnetBlockTest/FakeQuantize_7/batch_normalization/SymmQuant/FakeQuantWithMinMaxVars"; -"122 FakeQuantize_7/batch_normalization/FakeQuantize_7/batch_normalization_signed" -> "123 ResnetBlockTest/FakeQuantize_7/batch_normalization/SymmQuant/mul/ReadVariableOp"; -"123 ResnetBlockTest/FakeQuantize_7/batch_normalization/SymmQuant/mul/ReadVariableOp" -> "124 ResnetBlockTest/FakeQuantize_7/batch_normalization/SymmQuant/mul"; -"124 ResnetBlockTest/FakeQuantize_7/batch_normalization/SymmQuant/mul" -> "125 ResnetBlockTest/FakeQuantize_7/batch_normalization/SymmQuant/FakeQuantWithMinMaxVars"; -"125 ResnetBlockTest/FakeQuantize_7/batch_normalization/SymmQuant/FakeQuantWithMinMaxVars" -> "135 ResnetBlockTest/add/add"; -"126 FakeQuantize_8/batch_normalization_2/FakeQuantize_8/batch_normalization_2_scale" -> "127 ResnetBlockTest/FakeQuantize_8/batch_normalization_2/SymmQuant/Abs/ReadVariableOp"; -"127 ResnetBlockTest/FakeQuantize_8/batch_normalization_2/SymmQuant/Abs/ReadVariableOp" -> "128 ResnetBlockTest/FakeQuantize_8/batch_normalization_2/SymmQuant/Abs"; -"128 ResnetBlockTest/FakeQuantize_8/batch_normalization_2/SymmQuant/Abs" -> "130 ResnetBlockTest/FakeQuantize_8/batch_normalization_2/SymmQuant/add"; -"129 ResnetBlockTest/FakeQuantize_8/batch_normalization_2/SymmQuant/add/y" -> "130 ResnetBlockTest/FakeQuantize_8/batch_normalization_2/SymmQuant/add"; -"130 ResnetBlockTest/FakeQuantize_8/batch_normalization_2/SymmQuant/add" -> "133 ResnetBlockTest/FakeQuantize_8/batch_normalization_2/SymmQuant/mul"; -"130 ResnetBlockTest/FakeQuantize_8/batch_normalization_2/SymmQuant/add" -> "134 ResnetBlockTest/FakeQuantize_8/batch_normalization_2/SymmQuant/FakeQuantWithMinMaxVars"; -"131 FakeQuantize_8/batch_normalization_2/FakeQuantize_8/batch_normalization_2_signed" -> "132 ResnetBlockTest/FakeQuantize_8/batch_normalization_2/SymmQuant/mul/ReadVariableOp"; -"132 ResnetBlockTest/FakeQuantize_8/batch_normalization_2/SymmQuant/mul/ReadVariableOp" -> "133 ResnetBlockTest/FakeQuantize_8/batch_normalization_2/SymmQuant/mul"; -"133 ResnetBlockTest/FakeQuantize_8/batch_normalization_2/SymmQuant/mul" -> "134 ResnetBlockTest/FakeQuantize_8/batch_normalization_2/SymmQuant/FakeQuantWithMinMaxVars"; -"134 ResnetBlockTest/FakeQuantize_8/batch_normalization_2/SymmQuant/FakeQuantWithMinMaxVars" -> "135 ResnetBlockTest/add/add"; -"135 ResnetBlockTest/add/add" -> "144 ResnetBlockTest/FakeQuantize_9/add/SymmQuant/FakeQuantWithMinMaxVars"; -"136 FakeQuantize_9/add/FakeQuantize_9/add_scale" -> "137 ResnetBlockTest/FakeQuantize_9/add/SymmQuant/Abs/ReadVariableOp"; -"137 ResnetBlockTest/FakeQuantize_9/add/SymmQuant/Abs/ReadVariableOp" -> "138 ResnetBlockTest/FakeQuantize_9/add/SymmQuant/Abs"; -"138 ResnetBlockTest/FakeQuantize_9/add/SymmQuant/Abs" -> "140 ResnetBlockTest/FakeQuantize_9/add/SymmQuant/add"; -"139 ResnetBlockTest/FakeQuantize_9/add/SymmQuant/add/y" -> "140 ResnetBlockTest/FakeQuantize_9/add/SymmQuant/add"; -"140 ResnetBlockTest/FakeQuantize_9/add/SymmQuant/add" -> "143 ResnetBlockTest/FakeQuantize_9/add/SymmQuant/mul"; -"140 ResnetBlockTest/FakeQuantize_9/add/SymmQuant/add" -> "144 ResnetBlockTest/FakeQuantize_9/add/SymmQuant/FakeQuantWithMinMaxVars"; -"141 FakeQuantize_9/add/FakeQuantize_9/add_signed" -> "142 ResnetBlockTest/FakeQuantize_9/add/SymmQuant/mul/ReadVariableOp"; -"142 ResnetBlockTest/FakeQuantize_9/add/SymmQuant/mul/ReadVariableOp" -> "143 ResnetBlockTest/FakeQuantize_9/add/SymmQuant/mul"; -"143 ResnetBlockTest/FakeQuantize_9/add/SymmQuant/mul" -> "144 ResnetBlockTest/FakeQuantize_9/add/SymmQuant/FakeQuantWithMinMaxVars"; -"144 ResnetBlockTest/FakeQuantize_9/add/SymmQuant/FakeQuantWithMinMaxVars" -> "149 ResnetBlockTest/dense/Tensordot/Shape"; -"144 ResnetBlockTest/FakeQuantize_9/add/SymmQuant/FakeQuantWithMinMaxVars" -> "161 ResnetBlockTest/dense/Tensordot/transpose"; -"145 dense/kernel" -> "146 ResnetBlockTest/dense/Tensordot/ReadVariableOp"; -"146 ResnetBlockTest/dense/Tensordot/ReadVariableOp" -> "163 ResnetBlockTest/dense/Tensordot/MatMul"; -"147 ResnetBlockTest/dense/Tensordot/axes" -> "153 ResnetBlockTest/dense/Tensordot/GatherV2_1"; -"147 ResnetBlockTest/dense/Tensordot/axes" -> "159 ResnetBlockTest/dense/Tensordot/concat"; -"148 ResnetBlockTest/dense/Tensordot/free" -> "151 ResnetBlockTest/dense/Tensordot/GatherV2"; -"148 ResnetBlockTest/dense/Tensordot/free" -> "159 ResnetBlockTest/dense/Tensordot/concat"; -"149 ResnetBlockTest/dense/Tensordot/Shape" -> "151 ResnetBlockTest/dense/Tensordot/GatherV2"; -"149 ResnetBlockTest/dense/Tensordot/Shape" -> "153 ResnetBlockTest/dense/Tensordot/GatherV2_1"; -"150 ResnetBlockTest/dense/Tensordot/GatherV2/axis" -> "151 ResnetBlockTest/dense/Tensordot/GatherV2"; -"151 ResnetBlockTest/dense/Tensordot/GatherV2" -> "155 ResnetBlockTest/dense/Tensordot/Prod"; -"151 ResnetBlockTest/dense/Tensordot/GatherV2" -> "166 ResnetBlockTest/dense/Tensordot/concat_1"; -"152 ResnetBlockTest/dense/Tensordot/GatherV2_1/axis" -> "153 ResnetBlockTest/dense/Tensordot/GatherV2_1"; -"153 ResnetBlockTest/dense/Tensordot/GatherV2_1" -> "157 ResnetBlockTest/dense/Tensordot/Prod_1"; -"154 ResnetBlockTest/dense/Tensordot/Const" -> "155 ResnetBlockTest/dense/Tensordot/Prod"; -"155 ResnetBlockTest/dense/Tensordot/Prod" -> "160 ResnetBlockTest/dense/Tensordot/stack"; -"156 ResnetBlockTest/dense/Tensordot/Const_1" -> "157 ResnetBlockTest/dense/Tensordot/Prod_1"; -"157 ResnetBlockTest/dense/Tensordot/Prod_1" -> "160 ResnetBlockTest/dense/Tensordot/stack"; -"158 ResnetBlockTest/dense/Tensordot/concat/axis" -> "159 ResnetBlockTest/dense/Tensordot/concat"; -"159 ResnetBlockTest/dense/Tensordot/concat" -> "161 ResnetBlockTest/dense/Tensordot/transpose"; -"160 ResnetBlockTest/dense/Tensordot/stack" -> "162 ResnetBlockTest/dense/Tensordot/Reshape"; -"161 ResnetBlockTest/dense/Tensordot/transpose" -> "162 ResnetBlockTest/dense/Tensordot/Reshape"; -"162 ResnetBlockTest/dense/Tensordot/Reshape" -> "163 ResnetBlockTest/dense/Tensordot/MatMul"; -"163 ResnetBlockTest/dense/Tensordot/MatMul" -> "167 ResnetBlockTest/dense/Tensordot"; -"164 ResnetBlockTest/dense/Tensordot/Const_2" -> "166 ResnetBlockTest/dense/Tensordot/concat_1"; -"165 ResnetBlockTest/dense/Tensordot/concat_1/axis" -> "166 ResnetBlockTest/dense/Tensordot/concat_1"; -"166 ResnetBlockTest/dense/Tensordot/concat_1" -> "167 ResnetBlockTest/dense/Tensordot"; -"167 ResnetBlockTest/dense/Tensordot" -> "170 ResnetBlockTest/dense/BiasAdd"; -"168 dense/bias" -> "169 ResnetBlockTest/dense/BiasAdd/ReadVariableOp"; -"169 ResnetBlockTest/dense/BiasAdd/ReadVariableOp" -> "170 ResnetBlockTest/dense/BiasAdd"; -"170 ResnetBlockTest/dense/BiasAdd" -> "171 ResnetBlockTest/dense/Softmax"; -"171 ResnetBlockTest/dense/Softmax" -> "180 ResnetBlockTest/FakeQuantize_10/dense/SymmQuant/FakeQuantWithMinMaxVars"; -"172 FakeQuantize_10/dense/FakeQuantize_10/dense_scale" -> "173 ResnetBlockTest/FakeQuantize_10/dense/SymmQuant/Abs/ReadVariableOp"; -"173 ResnetBlockTest/FakeQuantize_10/dense/SymmQuant/Abs/ReadVariableOp" -> "174 ResnetBlockTest/FakeQuantize_10/dense/SymmQuant/Abs"; -"174 ResnetBlockTest/FakeQuantize_10/dense/SymmQuant/Abs" -> "176 ResnetBlockTest/FakeQuantize_10/dense/SymmQuant/add"; -"175 ResnetBlockTest/FakeQuantize_10/dense/SymmQuant/add/y" -> "176 ResnetBlockTest/FakeQuantize_10/dense/SymmQuant/add"; -"176 ResnetBlockTest/FakeQuantize_10/dense/SymmQuant/add" -> "179 ResnetBlockTest/FakeQuantize_10/dense/SymmQuant/mul"; -"176 ResnetBlockTest/FakeQuantize_10/dense/SymmQuant/add" -> "180 ResnetBlockTest/FakeQuantize_10/dense/SymmQuant/FakeQuantWithMinMaxVars"; -"177 FakeQuantize_10/dense/FakeQuantize_10/dense_signed" -> "178 ResnetBlockTest/FakeQuantize_10/dense/SymmQuant/mul/ReadVariableOp"; -"178 ResnetBlockTest/FakeQuantize_10/dense/SymmQuant/mul/ReadVariableOp" -> "179 ResnetBlockTest/FakeQuantize_10/dense/SymmQuant/mul"; -"179 ResnetBlockTest/FakeQuantize_10/dense/SymmQuant/mul" -> "180 ResnetBlockTest/FakeQuantize_10/dense/SymmQuant/FakeQuantWithMinMaxVars"; -"180 ResnetBlockTest/FakeQuantize_10/dense/SymmQuant/FakeQuantWithMinMaxVars" -> "181 Identity"; -} diff --git a/tests/tensorflow/data/model_transormer/2.8/functional_insert_before.dot b/tests/tensorflow/data/model_transormer/2.8/functional_insert_before.dot deleted file mode 100644 index ff950993065..00000000000 --- a/tests/tensorflow/data/model_transormer/2.8/functional_insert_before.dot +++ /dev/null @@ -1,382 +0,0 @@ -strict digraph { -"0 args_0" [id=0, op=Placeholder]; -"1 FakeQuantize_1.0/conv2d/FakeQuantize_1.0/conv2d_scale" [id=1, op=Placeholder]; -"2 ResnetBlockTest/FakeQuantize_1.0/conv2d/SymmQuant/Abs/ReadVariableOp" [id=2, op=ReadVariableOp]; -"3 ResnetBlockTest/FakeQuantize_1.0/conv2d/SymmQuant/Abs" [id=3, op=Abs]; -"4 ResnetBlockTest/FakeQuantize_1.0/conv2d/SymmQuant/add/y" [id=4, op=Const]; -"5 ResnetBlockTest/FakeQuantize_1.0/conv2d/SymmQuant/add" [id=5, op=AddV2]; -"6 FakeQuantize_1.0/conv2d/FakeQuantize_1.0/conv2d_signed" [id=6, op=Placeholder]; -"7 ResnetBlockTest/FakeQuantize_1.0/conv2d/SymmQuant/mul/ReadVariableOp" [id=7, op=ReadVariableOp]; -"8 ResnetBlockTest/FakeQuantize_1.0/conv2d/SymmQuant/mul" [id=8, op=Mul]; -"9 ResnetBlockTest/FakeQuantize_1.0/conv2d/SymmQuant/FakeQuantWithMinMaxVars" [id=9, op=FakeQuantWithMinMaxVars]; -"10 conv2d/kernel" [id=10, op=Placeholder]; -"11 ResnetBlockTest/conv2d/Conv2D/ReadVariableOp" [id=11, op=ReadVariableOp]; -"12 ResnetBlockTest/conv2d/Conv2D" [id=12, op=Conv2D]; -"13 conv2d/bias" [id=13, op=Placeholder]; -"14 ResnetBlockTest/conv2d/BiasAdd/ReadVariableOp" [id=14, op=ReadVariableOp]; -"15 ResnetBlockTest/conv2d/BiasAdd" [id=15, op=BiasAdd]; -"16 ResnetBlockTest/conv2d/Relu" [id=16, op=Relu]; -"17 FakeQuantize_2.0/conv2d_2/FakeQuantize_2.0/conv2d_2_scale" [id=17, op=Placeholder]; -"18 ResnetBlockTest/FakeQuantize_2.0/conv2d_2/SymmQuant/Abs/ReadVariableOp" [id=18, op=ReadVariableOp]; -"19 ResnetBlockTest/FakeQuantize_2.0/conv2d_2/SymmQuant/Abs" [id=19, op=Abs]; -"20 ResnetBlockTest/FakeQuantize_2.0/conv2d_2/SymmQuant/add/y" [id=20, op=Const]; -"21 ResnetBlockTest/FakeQuantize_2.0/conv2d_2/SymmQuant/add" [id=21, op=AddV2]; -"22 FakeQuantize_2.0/conv2d_2/FakeQuantize_2.0/conv2d_2_signed" [id=22, op=Placeholder]; -"23 ResnetBlockTest/FakeQuantize_2.0/conv2d_2/SymmQuant/mul/ReadVariableOp" [id=23, op=ReadVariableOp]; -"24 ResnetBlockTest/FakeQuantize_2.0/conv2d_2/SymmQuant/mul" [id=24, op=Mul]; -"25 ResnetBlockTest/FakeQuantize_2.0/conv2d_2/SymmQuant/FakeQuantWithMinMaxVars" [id=25, op=FakeQuantWithMinMaxVars]; -"26 conv2d_2/kernel" [id=26, op=Placeholder]; -"27 ResnetBlockTest/conv2d_2/Conv2D/ReadVariableOp" [id=27, op=ReadVariableOp]; -"28 ResnetBlockTest/conv2d_2/Conv2D" [id=28, op=Conv2D]; -"29 conv2d_2/bias" [id=29, op=Placeholder]; -"30 ResnetBlockTest/conv2d_2/BiasAdd/ReadVariableOp" [id=30, op=ReadVariableOp]; -"31 ResnetBlockTest/conv2d_2/BiasAdd" [id=31, op=BiasAdd]; -"32 FakeQuantize_3.0/batch_normalization_1/FakeQuantize_3.0/batch_normalization_1_scale" [id=32, op=Placeholder]; -"33 ResnetBlockTest/FakeQuantize_3.0/batch_normalization_1/SymmQuant/Abs/ReadVariableOp" [id=33, op=ReadVariableOp]; -"34 ResnetBlockTest/FakeQuantize_3.0/batch_normalization_1/SymmQuant/Abs" [id=34, op=Abs]; -"35 ResnetBlockTest/FakeQuantize_3.0/batch_normalization_1/SymmQuant/add/y" [id=35, op=Const]; -"36 ResnetBlockTest/FakeQuantize_3.0/batch_normalization_1/SymmQuant/add" [id=36, op=AddV2]; -"37 FakeQuantize_3.0/batch_normalization_1/FakeQuantize_3.0/batch_normalization_1_signed" [id=37, op=Placeholder]; -"38 ResnetBlockTest/FakeQuantize_3.0/batch_normalization_1/SymmQuant/mul/ReadVariableOp" [id=38, op=ReadVariableOp]; -"39 ResnetBlockTest/FakeQuantize_3.0/batch_normalization_1/SymmQuant/mul" [id=39, op=Mul]; -"40 ResnetBlockTest/FakeQuantize_3.0/batch_normalization_1/SymmQuant/FakeQuantWithMinMaxVars" [id=40, op=FakeQuantWithMinMaxVars]; -"41 batch_normalization_1/gamma" [id=41, op=Placeholder]; -"42 ResnetBlockTest/batch_normalization_1/ReadVariableOp" [id=42, op=ReadVariableOp]; -"43 batch_normalization_1/beta" [id=43, op=Placeholder]; -"44 ResnetBlockTest/batch_normalization_1/ReadVariableOp_1" [id=44, op=ReadVariableOp]; -"45 batch_normalization_1/moving_mean" [id=45, op=Placeholder]; -"46 ResnetBlockTest/batch_normalization_1/FusedBatchNormV3/ReadVariableOp" [id=46, op=ReadVariableOp]; -"47 batch_normalization_1/moving_variance" [id=47, op=Placeholder]; -"48 ResnetBlockTest/batch_normalization_1/FusedBatchNormV3/ReadVariableOp_1" [id=48, op=ReadVariableOp]; -"49 ResnetBlockTest/batch_normalization_1/FusedBatchNormV3" [id=49, op=FusedBatchNormV3]; -"50 FakeQuantize_4.0/re_lu/FakeQuantize_4.0/re_lu_scale" [id=50, op=Placeholder]; -"51 ResnetBlockTest/FakeQuantize_4.0/re_lu/SymmQuant/Abs/ReadVariableOp" [id=51, op=ReadVariableOp]; -"52 ResnetBlockTest/FakeQuantize_4.0/re_lu/SymmQuant/Abs" [id=52, op=Abs]; -"53 ResnetBlockTest/FakeQuantize_4.0/re_lu/SymmQuant/add/y" [id=53, op=Const]; -"54 ResnetBlockTest/FakeQuantize_4.0/re_lu/SymmQuant/add" [id=54, op=AddV2]; -"55 FakeQuantize_4.0/re_lu/FakeQuantize_4.0/re_lu_signed" [id=55, op=Placeholder]; -"56 ResnetBlockTest/FakeQuantize_4.0/re_lu/SymmQuant/mul/ReadVariableOp" [id=56, op=ReadVariableOp]; -"57 ResnetBlockTest/FakeQuantize_4.0/re_lu/SymmQuant/mul" [id=57, op=Mul]; -"58 ResnetBlockTest/FakeQuantize_4.0/re_lu/SymmQuant/FakeQuantWithMinMaxVars" [id=58, op=FakeQuantWithMinMaxVars]; -"59 ResnetBlockTest/re_lu/Relu" [id=59, op=Relu]; -"60 FakeQuantize_6.0/conv2d_3/FakeQuantize_6.0/conv2d_3_scale" [id=60, op=Placeholder]; -"61 ResnetBlockTest/FakeQuantize_6.0/conv2d_3/SymmQuant/Abs/ReadVariableOp" [id=61, op=ReadVariableOp]; -"62 ResnetBlockTest/FakeQuantize_6.0/conv2d_3/SymmQuant/Abs" [id=62, op=Abs]; -"63 ResnetBlockTest/FakeQuantize_6.0/conv2d_3/SymmQuant/add/y" [id=63, op=Const]; -"64 ResnetBlockTest/FakeQuantize_6.0/conv2d_3/SymmQuant/add" [id=64, op=AddV2]; -"65 FakeQuantize_6.0/conv2d_3/FakeQuantize_6.0/conv2d_3_signed" [id=65, op=Placeholder]; -"66 ResnetBlockTest/FakeQuantize_6.0/conv2d_3/SymmQuant/mul/ReadVariableOp" [id=66, op=ReadVariableOp]; -"67 ResnetBlockTest/FakeQuantize_6.0/conv2d_3/SymmQuant/mul" [id=67, op=Mul]; -"68 ResnetBlockTest/FakeQuantize_6.0/conv2d_3/SymmQuant/FakeQuantWithMinMaxVars" [id=68, op=FakeQuantWithMinMaxVars]; -"69 FakeQuantize_5.0/conv2d_1/FakeQuantize_5.0/conv2d_1_scale" [id=69, op=Placeholder]; -"70 ResnetBlockTest/FakeQuantize_5.0/conv2d_1/SymmQuant/Abs/ReadVariableOp" [id=70, op=ReadVariableOp]; -"71 ResnetBlockTest/FakeQuantize_5.0/conv2d_1/SymmQuant/Abs" [id=71, op=Abs]; -"72 ResnetBlockTest/FakeQuantize_5.0/conv2d_1/SymmQuant/add/y" [id=72, op=Const]; -"73 ResnetBlockTest/FakeQuantize_5.0/conv2d_1/SymmQuant/add" [id=73, op=AddV2]; -"74 FakeQuantize_5.0/conv2d_1/FakeQuantize_5.0/conv2d_1_signed" [id=74, op=Placeholder]; -"75 ResnetBlockTest/FakeQuantize_5.0/conv2d_1/SymmQuant/mul/ReadVariableOp" [id=75, op=ReadVariableOp]; -"76 ResnetBlockTest/FakeQuantize_5.0/conv2d_1/SymmQuant/mul" [id=76, op=Mul]; -"77 ResnetBlockTest/FakeQuantize_5.0/conv2d_1/SymmQuant/FakeQuantWithMinMaxVars" [id=77, op=FakeQuantWithMinMaxVars]; -"78 conv2d_3/kernel" [id=78, op=Placeholder]; -"79 ResnetBlockTest/conv2d_3/Conv2D/ReadVariableOp" [id=79, op=ReadVariableOp]; -"80 ResnetBlockTest/conv2d_3/Conv2D" [id=80, op=Conv2D]; -"81 conv2d_3/bias" [id=81, op=Placeholder]; -"82 ResnetBlockTest/conv2d_3/BiasAdd/ReadVariableOp" [id=82, op=ReadVariableOp]; -"83 ResnetBlockTest/conv2d_3/BiasAdd" [id=83, op=BiasAdd]; -"84 conv2d_1/kernel" [id=84, op=Placeholder]; -"85 ResnetBlockTest/conv2d_1/Conv2D/ReadVariableOp" [id=85, op=ReadVariableOp]; -"86 ResnetBlockTest/conv2d_1/Conv2D" [id=86, op=Conv2D]; -"87 conv2d_1/bias" [id=87, op=Placeholder]; -"88 ResnetBlockTest/conv2d_1/BiasAdd/ReadVariableOp" [id=88, op=ReadVariableOp]; -"89 ResnetBlockTest/conv2d_1/BiasAdd" [id=89, op=BiasAdd]; -"90 FakeQuantize_8.0/batch_normalization_2/FakeQuantize_8.0/batch_normalization_2_scale" [id=90, op=Placeholder]; -"91 ResnetBlockTest/FakeQuantize_8.0/batch_normalization_2/SymmQuant/Abs/ReadVariableOp" [id=91, op=ReadVariableOp]; -"92 ResnetBlockTest/FakeQuantize_8.0/batch_normalization_2/SymmQuant/Abs" [id=92, op=Abs]; -"93 ResnetBlockTest/FakeQuantize_8.0/batch_normalization_2/SymmQuant/add/y" [id=93, op=Const]; -"94 ResnetBlockTest/FakeQuantize_8.0/batch_normalization_2/SymmQuant/add" [id=94, op=AddV2]; -"95 FakeQuantize_8.0/batch_normalization_2/FakeQuantize_8.0/batch_normalization_2_signed" [id=95, op=Placeholder]; -"96 ResnetBlockTest/FakeQuantize_8.0/batch_normalization_2/SymmQuant/mul/ReadVariableOp" [id=96, op=ReadVariableOp]; -"97 ResnetBlockTest/FakeQuantize_8.0/batch_normalization_2/SymmQuant/mul" [id=97, op=Mul]; -"98 ResnetBlockTest/FakeQuantize_8.0/batch_normalization_2/SymmQuant/FakeQuantWithMinMaxVars" [id=98, op=FakeQuantWithMinMaxVars]; -"99 FakeQuantize_7.0/batch_normalization/FakeQuantize_7.0/batch_normalization_scale" [id=99, op=Placeholder]; -"100 ResnetBlockTest/FakeQuantize_7.0/batch_normalization/SymmQuant/Abs/ReadVariableOp" [id=100, op=ReadVariableOp]; -"101 ResnetBlockTest/FakeQuantize_7.0/batch_normalization/SymmQuant/Abs" [id=101, op=Abs]; -"102 ResnetBlockTest/FakeQuantize_7.0/batch_normalization/SymmQuant/add/y" [id=102, op=Const]; -"103 ResnetBlockTest/FakeQuantize_7.0/batch_normalization/SymmQuant/add" [id=103, op=AddV2]; -"104 FakeQuantize_7.0/batch_normalization/FakeQuantize_7.0/batch_normalization_signed" [id=104, op=Placeholder]; -"105 ResnetBlockTest/FakeQuantize_7.0/batch_normalization/SymmQuant/mul/ReadVariableOp" [id=105, op=ReadVariableOp]; -"106 ResnetBlockTest/FakeQuantize_7.0/batch_normalization/SymmQuant/mul" [id=106, op=Mul]; -"107 ResnetBlockTest/FakeQuantize_7.0/batch_normalization/SymmQuant/FakeQuantWithMinMaxVars" [id=107, op=FakeQuantWithMinMaxVars]; -"108 batch_normalization_2/gamma" [id=108, op=Placeholder]; -"109 ResnetBlockTest/batch_normalization_2/ReadVariableOp" [id=109, op=ReadVariableOp]; -"110 batch_normalization_2/beta" [id=110, op=Placeholder]; -"111 ResnetBlockTest/batch_normalization_2/ReadVariableOp_1" [id=111, op=ReadVariableOp]; -"112 batch_normalization_2/moving_mean" [id=112, op=Placeholder]; -"113 ResnetBlockTest/batch_normalization_2/FusedBatchNormV3/ReadVariableOp" [id=113, op=ReadVariableOp]; -"114 batch_normalization_2/moving_variance" [id=114, op=Placeholder]; -"115 ResnetBlockTest/batch_normalization_2/FusedBatchNormV3/ReadVariableOp_1" [id=115, op=ReadVariableOp]; -"116 ResnetBlockTest/batch_normalization_2/FusedBatchNormV3" [id=116, op=FusedBatchNormV3]; -"117 batch_normalization/gamma" [id=117, op=Placeholder]; -"118 ResnetBlockTest/batch_normalization/ReadVariableOp" [id=118, op=ReadVariableOp]; -"119 batch_normalization/beta" [id=119, op=Placeholder]; -"120 ResnetBlockTest/batch_normalization/ReadVariableOp_1" [id=120, op=ReadVariableOp]; -"121 batch_normalization/moving_mean" [id=121, op=Placeholder]; -"122 ResnetBlockTest/batch_normalization/FusedBatchNormV3/ReadVariableOp" [id=122, op=ReadVariableOp]; -"123 batch_normalization/moving_variance" [id=123, op=Placeholder]; -"124 ResnetBlockTest/batch_normalization/FusedBatchNormV3/ReadVariableOp_1" [id=124, op=ReadVariableOp]; -"125 ResnetBlockTest/batch_normalization/FusedBatchNormV3" [id=125, op=FusedBatchNormV3]; -"126 FakeQuantize_9.0/add/FakeQuantize_9.0/add_scale" [id=126, op=Placeholder]; -"127 ResnetBlockTest/FakeQuantize_9.0/add/SymmQuant/Abs/ReadVariableOp" [id=127, op=ReadVariableOp]; -"128 ResnetBlockTest/FakeQuantize_9.0/add/SymmQuant/Abs" [id=128, op=Abs]; -"129 ResnetBlockTest/FakeQuantize_9.0/add/SymmQuant/add/y" [id=129, op=Const]; -"130 ResnetBlockTest/FakeQuantize_9.0/add/SymmQuant/add" [id=130, op=AddV2]; -"131 FakeQuantize_9.0/add/FakeQuantize_9.0/add_signed" [id=131, op=Placeholder]; -"132 ResnetBlockTest/FakeQuantize_9.0/add/SymmQuant/mul/ReadVariableOp" [id=132, op=ReadVariableOp]; -"133 ResnetBlockTest/FakeQuantize_9.0/add/SymmQuant/mul" [id=133, op=Mul]; -"134 ResnetBlockTest/FakeQuantize_9.0/add/SymmQuant/FakeQuantWithMinMaxVars" [id=134, op=FakeQuantWithMinMaxVars]; -"135 FakeQuantize_9.1/add/FakeQuantize_9.1/add_scale" [id=135, op=Placeholder]; -"136 ResnetBlockTest/FakeQuantize_9.1/add/SymmQuant/Abs/ReadVariableOp" [id=136, op=ReadVariableOp]; -"137 ResnetBlockTest/FakeQuantize_9.1/add/SymmQuant/Abs" [id=137, op=Abs]; -"138 ResnetBlockTest/FakeQuantize_9.1/add/SymmQuant/add/y" [id=138, op=Const]; -"139 ResnetBlockTest/FakeQuantize_9.1/add/SymmQuant/add" [id=139, op=AddV2]; -"140 FakeQuantize_9.1/add/FakeQuantize_9.1/add_signed" [id=140, op=Placeholder]; -"141 ResnetBlockTest/FakeQuantize_9.1/add/SymmQuant/mul/ReadVariableOp" [id=141, op=ReadVariableOp]; -"142 ResnetBlockTest/FakeQuantize_9.1/add/SymmQuant/mul" [id=142, op=Mul]; -"143 ResnetBlockTest/FakeQuantize_9.1/add/SymmQuant/FakeQuantWithMinMaxVars" [id=143, op=FakeQuantWithMinMaxVars]; -"144 ResnetBlockTest/add/add" [id=144, op=AddV2]; -"145 FakeQuantize_10.0/dense/FakeQuantize_10.0/dense_scale" [id=145, op=Placeholder]; -"146 ResnetBlockTest/FakeQuantize_10.0/dense/SymmQuant/Abs/ReadVariableOp" [id=146, op=ReadVariableOp]; -"147 ResnetBlockTest/FakeQuantize_10.0/dense/SymmQuant/Abs" [id=147, op=Abs]; -"148 ResnetBlockTest/FakeQuantize_10.0/dense/SymmQuant/add/y" [id=148, op=Const]; -"149 ResnetBlockTest/FakeQuantize_10.0/dense/SymmQuant/add" [id=149, op=AddV2]; -"150 FakeQuantize_10.0/dense/FakeQuantize_10.0/dense_signed" [id=150, op=Placeholder]; -"151 ResnetBlockTest/FakeQuantize_10.0/dense/SymmQuant/mul/ReadVariableOp" [id=151, op=ReadVariableOp]; -"152 ResnetBlockTest/FakeQuantize_10.0/dense/SymmQuant/mul" [id=152, op=Mul]; -"153 ResnetBlockTest/FakeQuantize_10.0/dense/SymmQuant/FakeQuantWithMinMaxVars" [id=153, op=FakeQuantWithMinMaxVars]; -"154 dense/kernel" [id=154, op=Placeholder]; -"155 ResnetBlockTest/dense/Tensordot/ReadVariableOp" [id=155, op=ReadVariableOp]; -"156 ResnetBlockTest/dense/Tensordot/axes" [id=156, op=Const]; -"157 ResnetBlockTest/dense/Tensordot/free" [id=157, op=Const]; -"158 ResnetBlockTest/dense/Tensordot/Shape" [id=158, op=Shape]; -"159 ResnetBlockTest/dense/Tensordot/GatherV2/axis" [id=159, op=Const]; -"160 ResnetBlockTest/dense/Tensordot/GatherV2" [id=160, op=GatherV2]; -"161 ResnetBlockTest/dense/Tensordot/GatherV2_1/axis" [id=161, op=Const]; -"162 ResnetBlockTest/dense/Tensordot/GatherV2_1" [id=162, op=GatherV2]; -"163 ResnetBlockTest/dense/Tensordot/Const" [id=163, op=Const]; -"164 ResnetBlockTest/dense/Tensordot/Prod" [id=164, op=Prod]; -"165 ResnetBlockTest/dense/Tensordot/Const_1" [id=165, op=Const]; -"166 ResnetBlockTest/dense/Tensordot/Prod_1" [id=166, op=Prod]; -"167 ResnetBlockTest/dense/Tensordot/concat/axis" [id=167, op=Const]; -"168 ResnetBlockTest/dense/Tensordot/concat" [id=168, op=ConcatV2]; -"169 ResnetBlockTest/dense/Tensordot/stack" [id=169, op=Pack]; -"170 ResnetBlockTest/dense/Tensordot/transpose" [id=170, op=Transpose]; -"171 ResnetBlockTest/dense/Tensordot/Reshape" [id=171, op=Reshape]; -"172 ResnetBlockTest/dense/Tensordot/MatMul" [id=172, op=MatMul]; -"173 ResnetBlockTest/dense/Tensordot/Const_2" [id=173, op=Const]; -"174 ResnetBlockTest/dense/Tensordot/concat_1/axis" [id=174, op=Const]; -"175 ResnetBlockTest/dense/Tensordot/concat_1" [id=175, op=ConcatV2]; -"176 ResnetBlockTest/dense/Tensordot" [id=176, op=Reshape]; -"177 dense/bias" [id=177, op=Placeholder]; -"178 ResnetBlockTest/dense/BiasAdd/ReadVariableOp" [id=178, op=ReadVariableOp]; -"179 ResnetBlockTest/dense/BiasAdd" [id=179, op=BiasAdd]; -"180 ResnetBlockTest/dense/Softmax" [id=180, op=Softmax]; -"181 Identity" [id=181, op=Identity]; -"0 args_0" -> "9 ResnetBlockTest/FakeQuantize_1.0/conv2d/SymmQuant/FakeQuantWithMinMaxVars"; -"1 FakeQuantize_1.0/conv2d/FakeQuantize_1.0/conv2d_scale" -> "2 ResnetBlockTest/FakeQuantize_1.0/conv2d/SymmQuant/Abs/ReadVariableOp"; -"2 ResnetBlockTest/FakeQuantize_1.0/conv2d/SymmQuant/Abs/ReadVariableOp" -> "3 ResnetBlockTest/FakeQuantize_1.0/conv2d/SymmQuant/Abs"; -"3 ResnetBlockTest/FakeQuantize_1.0/conv2d/SymmQuant/Abs" -> "5 ResnetBlockTest/FakeQuantize_1.0/conv2d/SymmQuant/add"; -"4 ResnetBlockTest/FakeQuantize_1.0/conv2d/SymmQuant/add/y" -> "5 ResnetBlockTest/FakeQuantize_1.0/conv2d/SymmQuant/add"; -"5 ResnetBlockTest/FakeQuantize_1.0/conv2d/SymmQuant/add" -> "8 ResnetBlockTest/FakeQuantize_1.0/conv2d/SymmQuant/mul"; -"5 ResnetBlockTest/FakeQuantize_1.0/conv2d/SymmQuant/add" -> "9 ResnetBlockTest/FakeQuantize_1.0/conv2d/SymmQuant/FakeQuantWithMinMaxVars"; -"6 FakeQuantize_1.0/conv2d/FakeQuantize_1.0/conv2d_signed" -> "7 ResnetBlockTest/FakeQuantize_1.0/conv2d/SymmQuant/mul/ReadVariableOp"; -"7 ResnetBlockTest/FakeQuantize_1.0/conv2d/SymmQuant/mul/ReadVariableOp" -> "8 ResnetBlockTest/FakeQuantize_1.0/conv2d/SymmQuant/mul"; -"8 ResnetBlockTest/FakeQuantize_1.0/conv2d/SymmQuant/mul" -> "9 ResnetBlockTest/FakeQuantize_1.0/conv2d/SymmQuant/FakeQuantWithMinMaxVars"; -"9 ResnetBlockTest/FakeQuantize_1.0/conv2d/SymmQuant/FakeQuantWithMinMaxVars" -> "12 ResnetBlockTest/conv2d/Conv2D"; -"10 conv2d/kernel" -> "11 ResnetBlockTest/conv2d/Conv2D/ReadVariableOp"; -"11 ResnetBlockTest/conv2d/Conv2D/ReadVariableOp" -> "12 ResnetBlockTest/conv2d/Conv2D"; -"12 ResnetBlockTest/conv2d/Conv2D" -> "15 ResnetBlockTest/conv2d/BiasAdd"; -"13 conv2d/bias" -> "14 ResnetBlockTest/conv2d/BiasAdd/ReadVariableOp"; -"14 ResnetBlockTest/conv2d/BiasAdd/ReadVariableOp" -> "15 ResnetBlockTest/conv2d/BiasAdd"; -"15 ResnetBlockTest/conv2d/BiasAdd" -> "16 ResnetBlockTest/conv2d/Relu"; -"16 ResnetBlockTest/conv2d/Relu" -> "25 ResnetBlockTest/FakeQuantize_2.0/conv2d_2/SymmQuant/FakeQuantWithMinMaxVars"; -"16 ResnetBlockTest/conv2d/Relu" -> "77 ResnetBlockTest/FakeQuantize_5.0/conv2d_1/SymmQuant/FakeQuantWithMinMaxVars"; -"17 FakeQuantize_2.0/conv2d_2/FakeQuantize_2.0/conv2d_2_scale" -> "18 ResnetBlockTest/FakeQuantize_2.0/conv2d_2/SymmQuant/Abs/ReadVariableOp"; -"18 ResnetBlockTest/FakeQuantize_2.0/conv2d_2/SymmQuant/Abs/ReadVariableOp" -> "19 ResnetBlockTest/FakeQuantize_2.0/conv2d_2/SymmQuant/Abs"; -"19 ResnetBlockTest/FakeQuantize_2.0/conv2d_2/SymmQuant/Abs" -> "21 ResnetBlockTest/FakeQuantize_2.0/conv2d_2/SymmQuant/add"; -"20 ResnetBlockTest/FakeQuantize_2.0/conv2d_2/SymmQuant/add/y" -> "21 ResnetBlockTest/FakeQuantize_2.0/conv2d_2/SymmQuant/add"; -"21 ResnetBlockTest/FakeQuantize_2.0/conv2d_2/SymmQuant/add" -> "24 ResnetBlockTest/FakeQuantize_2.0/conv2d_2/SymmQuant/mul"; -"21 ResnetBlockTest/FakeQuantize_2.0/conv2d_2/SymmQuant/add" -> "25 ResnetBlockTest/FakeQuantize_2.0/conv2d_2/SymmQuant/FakeQuantWithMinMaxVars"; -"22 FakeQuantize_2.0/conv2d_2/FakeQuantize_2.0/conv2d_2_signed" -> "23 ResnetBlockTest/FakeQuantize_2.0/conv2d_2/SymmQuant/mul/ReadVariableOp"; -"23 ResnetBlockTest/FakeQuantize_2.0/conv2d_2/SymmQuant/mul/ReadVariableOp" -> "24 ResnetBlockTest/FakeQuantize_2.0/conv2d_2/SymmQuant/mul"; -"24 ResnetBlockTest/FakeQuantize_2.0/conv2d_2/SymmQuant/mul" -> "25 ResnetBlockTest/FakeQuantize_2.0/conv2d_2/SymmQuant/FakeQuantWithMinMaxVars"; -"25 ResnetBlockTest/FakeQuantize_2.0/conv2d_2/SymmQuant/FakeQuantWithMinMaxVars" -> "28 ResnetBlockTest/conv2d_2/Conv2D"; -"26 conv2d_2/kernel" -> "27 ResnetBlockTest/conv2d_2/Conv2D/ReadVariableOp"; -"27 ResnetBlockTest/conv2d_2/Conv2D/ReadVariableOp" -> "28 ResnetBlockTest/conv2d_2/Conv2D"; -"28 ResnetBlockTest/conv2d_2/Conv2D" -> "31 ResnetBlockTest/conv2d_2/BiasAdd"; -"29 conv2d_2/bias" -> "30 ResnetBlockTest/conv2d_2/BiasAdd/ReadVariableOp"; -"30 ResnetBlockTest/conv2d_2/BiasAdd/ReadVariableOp" -> "31 ResnetBlockTest/conv2d_2/BiasAdd"; -"31 ResnetBlockTest/conv2d_2/BiasAdd" -> "40 ResnetBlockTest/FakeQuantize_3.0/batch_normalization_1/SymmQuant/FakeQuantWithMinMaxVars"; -"32 FakeQuantize_3.0/batch_normalization_1/FakeQuantize_3.0/batch_normalization_1_scale" -> "33 ResnetBlockTest/FakeQuantize_3.0/batch_normalization_1/SymmQuant/Abs/ReadVariableOp"; -"33 ResnetBlockTest/FakeQuantize_3.0/batch_normalization_1/SymmQuant/Abs/ReadVariableOp" -> "34 ResnetBlockTest/FakeQuantize_3.0/batch_normalization_1/SymmQuant/Abs"; -"34 ResnetBlockTest/FakeQuantize_3.0/batch_normalization_1/SymmQuant/Abs" -> "36 ResnetBlockTest/FakeQuantize_3.0/batch_normalization_1/SymmQuant/add"; -"35 ResnetBlockTest/FakeQuantize_3.0/batch_normalization_1/SymmQuant/add/y" -> "36 ResnetBlockTest/FakeQuantize_3.0/batch_normalization_1/SymmQuant/add"; -"36 ResnetBlockTest/FakeQuantize_3.0/batch_normalization_1/SymmQuant/add" -> "39 ResnetBlockTest/FakeQuantize_3.0/batch_normalization_1/SymmQuant/mul"; -"36 ResnetBlockTest/FakeQuantize_3.0/batch_normalization_1/SymmQuant/add" -> "40 ResnetBlockTest/FakeQuantize_3.0/batch_normalization_1/SymmQuant/FakeQuantWithMinMaxVars"; -"37 FakeQuantize_3.0/batch_normalization_1/FakeQuantize_3.0/batch_normalization_1_signed" -> "38 ResnetBlockTest/FakeQuantize_3.0/batch_normalization_1/SymmQuant/mul/ReadVariableOp"; -"38 ResnetBlockTest/FakeQuantize_3.0/batch_normalization_1/SymmQuant/mul/ReadVariableOp" -> "39 ResnetBlockTest/FakeQuantize_3.0/batch_normalization_1/SymmQuant/mul"; -"39 ResnetBlockTest/FakeQuantize_3.0/batch_normalization_1/SymmQuant/mul" -> "40 ResnetBlockTest/FakeQuantize_3.0/batch_normalization_1/SymmQuant/FakeQuantWithMinMaxVars"; -"40 ResnetBlockTest/FakeQuantize_3.0/batch_normalization_1/SymmQuant/FakeQuantWithMinMaxVars" -> "49 ResnetBlockTest/batch_normalization_1/FusedBatchNormV3"; -"41 batch_normalization_1/gamma" -> "42 ResnetBlockTest/batch_normalization_1/ReadVariableOp"; -"42 ResnetBlockTest/batch_normalization_1/ReadVariableOp" -> "49 ResnetBlockTest/batch_normalization_1/FusedBatchNormV3"; -"43 batch_normalization_1/beta" -> "44 ResnetBlockTest/batch_normalization_1/ReadVariableOp_1"; -"44 ResnetBlockTest/batch_normalization_1/ReadVariableOp_1" -> "49 ResnetBlockTest/batch_normalization_1/FusedBatchNormV3"; -"45 batch_normalization_1/moving_mean" -> "46 ResnetBlockTest/batch_normalization_1/FusedBatchNormV3/ReadVariableOp"; -"46 ResnetBlockTest/batch_normalization_1/FusedBatchNormV3/ReadVariableOp" -> "49 ResnetBlockTest/batch_normalization_1/FusedBatchNormV3"; -"47 batch_normalization_1/moving_variance" -> "48 ResnetBlockTest/batch_normalization_1/FusedBatchNormV3/ReadVariableOp_1"; -"48 ResnetBlockTest/batch_normalization_1/FusedBatchNormV3/ReadVariableOp_1" -> "49 ResnetBlockTest/batch_normalization_1/FusedBatchNormV3"; -"49 ResnetBlockTest/batch_normalization_1/FusedBatchNormV3" -> "58 ResnetBlockTest/FakeQuantize_4.0/re_lu/SymmQuant/FakeQuantWithMinMaxVars"; -"50 FakeQuantize_4.0/re_lu/FakeQuantize_4.0/re_lu_scale" -> "51 ResnetBlockTest/FakeQuantize_4.0/re_lu/SymmQuant/Abs/ReadVariableOp"; -"51 ResnetBlockTest/FakeQuantize_4.0/re_lu/SymmQuant/Abs/ReadVariableOp" -> "52 ResnetBlockTest/FakeQuantize_4.0/re_lu/SymmQuant/Abs"; -"52 ResnetBlockTest/FakeQuantize_4.0/re_lu/SymmQuant/Abs" -> "54 ResnetBlockTest/FakeQuantize_4.0/re_lu/SymmQuant/add"; -"53 ResnetBlockTest/FakeQuantize_4.0/re_lu/SymmQuant/add/y" -> "54 ResnetBlockTest/FakeQuantize_4.0/re_lu/SymmQuant/add"; -"54 ResnetBlockTest/FakeQuantize_4.0/re_lu/SymmQuant/add" -> "57 ResnetBlockTest/FakeQuantize_4.0/re_lu/SymmQuant/mul"; -"54 ResnetBlockTest/FakeQuantize_4.0/re_lu/SymmQuant/add" -> "58 ResnetBlockTest/FakeQuantize_4.0/re_lu/SymmQuant/FakeQuantWithMinMaxVars"; -"55 FakeQuantize_4.0/re_lu/FakeQuantize_4.0/re_lu_signed" -> "56 ResnetBlockTest/FakeQuantize_4.0/re_lu/SymmQuant/mul/ReadVariableOp"; -"56 ResnetBlockTest/FakeQuantize_4.0/re_lu/SymmQuant/mul/ReadVariableOp" -> "57 ResnetBlockTest/FakeQuantize_4.0/re_lu/SymmQuant/mul"; -"57 ResnetBlockTest/FakeQuantize_4.0/re_lu/SymmQuant/mul" -> "58 ResnetBlockTest/FakeQuantize_4.0/re_lu/SymmQuant/FakeQuantWithMinMaxVars"; -"58 ResnetBlockTest/FakeQuantize_4.0/re_lu/SymmQuant/FakeQuantWithMinMaxVars" -> "59 ResnetBlockTest/re_lu/Relu"; -"59 ResnetBlockTest/re_lu/Relu" -> "68 ResnetBlockTest/FakeQuantize_6.0/conv2d_3/SymmQuant/FakeQuantWithMinMaxVars"; -"60 FakeQuantize_6.0/conv2d_3/FakeQuantize_6.0/conv2d_3_scale" -> "61 ResnetBlockTest/FakeQuantize_6.0/conv2d_3/SymmQuant/Abs/ReadVariableOp"; -"61 ResnetBlockTest/FakeQuantize_6.0/conv2d_3/SymmQuant/Abs/ReadVariableOp" -> "62 ResnetBlockTest/FakeQuantize_6.0/conv2d_3/SymmQuant/Abs"; -"62 ResnetBlockTest/FakeQuantize_6.0/conv2d_3/SymmQuant/Abs" -> "64 ResnetBlockTest/FakeQuantize_6.0/conv2d_3/SymmQuant/add"; -"63 ResnetBlockTest/FakeQuantize_6.0/conv2d_3/SymmQuant/add/y" -> "64 ResnetBlockTest/FakeQuantize_6.0/conv2d_3/SymmQuant/add"; -"64 ResnetBlockTest/FakeQuantize_6.0/conv2d_3/SymmQuant/add" -> "67 ResnetBlockTest/FakeQuantize_6.0/conv2d_3/SymmQuant/mul"; -"64 ResnetBlockTest/FakeQuantize_6.0/conv2d_3/SymmQuant/add" -> "68 ResnetBlockTest/FakeQuantize_6.0/conv2d_3/SymmQuant/FakeQuantWithMinMaxVars"; -"65 FakeQuantize_6.0/conv2d_3/FakeQuantize_6.0/conv2d_3_signed" -> "66 ResnetBlockTest/FakeQuantize_6.0/conv2d_3/SymmQuant/mul/ReadVariableOp"; -"66 ResnetBlockTest/FakeQuantize_6.0/conv2d_3/SymmQuant/mul/ReadVariableOp" -> "67 ResnetBlockTest/FakeQuantize_6.0/conv2d_3/SymmQuant/mul"; -"67 ResnetBlockTest/FakeQuantize_6.0/conv2d_3/SymmQuant/mul" -> "68 ResnetBlockTest/FakeQuantize_6.0/conv2d_3/SymmQuant/FakeQuantWithMinMaxVars"; -"68 ResnetBlockTest/FakeQuantize_6.0/conv2d_3/SymmQuant/FakeQuantWithMinMaxVars" -> "80 ResnetBlockTest/conv2d_3/Conv2D"; -"69 FakeQuantize_5.0/conv2d_1/FakeQuantize_5.0/conv2d_1_scale" -> "70 ResnetBlockTest/FakeQuantize_5.0/conv2d_1/SymmQuant/Abs/ReadVariableOp"; -"70 ResnetBlockTest/FakeQuantize_5.0/conv2d_1/SymmQuant/Abs/ReadVariableOp" -> "71 ResnetBlockTest/FakeQuantize_5.0/conv2d_1/SymmQuant/Abs"; -"71 ResnetBlockTest/FakeQuantize_5.0/conv2d_1/SymmQuant/Abs" -> "73 ResnetBlockTest/FakeQuantize_5.0/conv2d_1/SymmQuant/add"; -"72 ResnetBlockTest/FakeQuantize_5.0/conv2d_1/SymmQuant/add/y" -> "73 ResnetBlockTest/FakeQuantize_5.0/conv2d_1/SymmQuant/add"; -"73 ResnetBlockTest/FakeQuantize_5.0/conv2d_1/SymmQuant/add" -> "76 ResnetBlockTest/FakeQuantize_5.0/conv2d_1/SymmQuant/mul"; -"73 ResnetBlockTest/FakeQuantize_5.0/conv2d_1/SymmQuant/add" -> "77 ResnetBlockTest/FakeQuantize_5.0/conv2d_1/SymmQuant/FakeQuantWithMinMaxVars"; -"74 FakeQuantize_5.0/conv2d_1/FakeQuantize_5.0/conv2d_1_signed" -> "75 ResnetBlockTest/FakeQuantize_5.0/conv2d_1/SymmQuant/mul/ReadVariableOp"; -"75 ResnetBlockTest/FakeQuantize_5.0/conv2d_1/SymmQuant/mul/ReadVariableOp" -> "76 ResnetBlockTest/FakeQuantize_5.0/conv2d_1/SymmQuant/mul"; -"76 ResnetBlockTest/FakeQuantize_5.0/conv2d_1/SymmQuant/mul" -> "77 ResnetBlockTest/FakeQuantize_5.0/conv2d_1/SymmQuant/FakeQuantWithMinMaxVars"; -"77 ResnetBlockTest/FakeQuantize_5.0/conv2d_1/SymmQuant/FakeQuantWithMinMaxVars" -> "86 ResnetBlockTest/conv2d_1/Conv2D"; -"78 conv2d_3/kernel" -> "79 ResnetBlockTest/conv2d_3/Conv2D/ReadVariableOp"; -"79 ResnetBlockTest/conv2d_3/Conv2D/ReadVariableOp" -> "80 ResnetBlockTest/conv2d_3/Conv2D"; -"80 ResnetBlockTest/conv2d_3/Conv2D" -> "83 ResnetBlockTest/conv2d_3/BiasAdd"; -"81 conv2d_3/bias" -> "82 ResnetBlockTest/conv2d_3/BiasAdd/ReadVariableOp"; -"82 ResnetBlockTest/conv2d_3/BiasAdd/ReadVariableOp" -> "83 ResnetBlockTest/conv2d_3/BiasAdd"; -"83 ResnetBlockTest/conv2d_3/BiasAdd" -> "98 ResnetBlockTest/FakeQuantize_8.0/batch_normalization_2/SymmQuant/FakeQuantWithMinMaxVars"; -"84 conv2d_1/kernel" -> "85 ResnetBlockTest/conv2d_1/Conv2D/ReadVariableOp"; -"85 ResnetBlockTest/conv2d_1/Conv2D/ReadVariableOp" -> "86 ResnetBlockTest/conv2d_1/Conv2D"; -"86 ResnetBlockTest/conv2d_1/Conv2D" -> "89 ResnetBlockTest/conv2d_1/BiasAdd"; -"87 conv2d_1/bias" -> "88 ResnetBlockTest/conv2d_1/BiasAdd/ReadVariableOp"; -"88 ResnetBlockTest/conv2d_1/BiasAdd/ReadVariableOp" -> "89 ResnetBlockTest/conv2d_1/BiasAdd"; -"89 ResnetBlockTest/conv2d_1/BiasAdd" -> "107 ResnetBlockTest/FakeQuantize_7.0/batch_normalization/SymmQuant/FakeQuantWithMinMaxVars"; -"90 FakeQuantize_8.0/batch_normalization_2/FakeQuantize_8.0/batch_normalization_2_scale" -> "91 ResnetBlockTest/FakeQuantize_8.0/batch_normalization_2/SymmQuant/Abs/ReadVariableOp"; -"91 ResnetBlockTest/FakeQuantize_8.0/batch_normalization_2/SymmQuant/Abs/ReadVariableOp" -> "92 ResnetBlockTest/FakeQuantize_8.0/batch_normalization_2/SymmQuant/Abs"; -"92 ResnetBlockTest/FakeQuantize_8.0/batch_normalization_2/SymmQuant/Abs" -> "94 ResnetBlockTest/FakeQuantize_8.0/batch_normalization_2/SymmQuant/add"; -"93 ResnetBlockTest/FakeQuantize_8.0/batch_normalization_2/SymmQuant/add/y" -> "94 ResnetBlockTest/FakeQuantize_8.0/batch_normalization_2/SymmQuant/add"; -"94 ResnetBlockTest/FakeQuantize_8.0/batch_normalization_2/SymmQuant/add" -> "97 ResnetBlockTest/FakeQuantize_8.0/batch_normalization_2/SymmQuant/mul"; -"94 ResnetBlockTest/FakeQuantize_8.0/batch_normalization_2/SymmQuant/add" -> "98 ResnetBlockTest/FakeQuantize_8.0/batch_normalization_2/SymmQuant/FakeQuantWithMinMaxVars"; -"95 FakeQuantize_8.0/batch_normalization_2/FakeQuantize_8.0/batch_normalization_2_signed" -> "96 ResnetBlockTest/FakeQuantize_8.0/batch_normalization_2/SymmQuant/mul/ReadVariableOp"; -"96 ResnetBlockTest/FakeQuantize_8.0/batch_normalization_2/SymmQuant/mul/ReadVariableOp" -> "97 ResnetBlockTest/FakeQuantize_8.0/batch_normalization_2/SymmQuant/mul"; -"97 ResnetBlockTest/FakeQuantize_8.0/batch_normalization_2/SymmQuant/mul" -> "98 ResnetBlockTest/FakeQuantize_8.0/batch_normalization_2/SymmQuant/FakeQuantWithMinMaxVars"; -"98 ResnetBlockTest/FakeQuantize_8.0/batch_normalization_2/SymmQuant/FakeQuantWithMinMaxVars" -> "116 ResnetBlockTest/batch_normalization_2/FusedBatchNormV3"; -"99 FakeQuantize_7.0/batch_normalization/FakeQuantize_7.0/batch_normalization_scale" -> "100 ResnetBlockTest/FakeQuantize_7.0/batch_normalization/SymmQuant/Abs/ReadVariableOp"; -"100 ResnetBlockTest/FakeQuantize_7.0/batch_normalization/SymmQuant/Abs/ReadVariableOp" -> "101 ResnetBlockTest/FakeQuantize_7.0/batch_normalization/SymmQuant/Abs"; -"101 ResnetBlockTest/FakeQuantize_7.0/batch_normalization/SymmQuant/Abs" -> "103 ResnetBlockTest/FakeQuantize_7.0/batch_normalization/SymmQuant/add"; -"102 ResnetBlockTest/FakeQuantize_7.0/batch_normalization/SymmQuant/add/y" -> "103 ResnetBlockTest/FakeQuantize_7.0/batch_normalization/SymmQuant/add"; -"103 ResnetBlockTest/FakeQuantize_7.0/batch_normalization/SymmQuant/add" -> "106 ResnetBlockTest/FakeQuantize_7.0/batch_normalization/SymmQuant/mul"; -"103 ResnetBlockTest/FakeQuantize_7.0/batch_normalization/SymmQuant/add" -> "107 ResnetBlockTest/FakeQuantize_7.0/batch_normalization/SymmQuant/FakeQuantWithMinMaxVars"; -"104 FakeQuantize_7.0/batch_normalization/FakeQuantize_7.0/batch_normalization_signed" -> "105 ResnetBlockTest/FakeQuantize_7.0/batch_normalization/SymmQuant/mul/ReadVariableOp"; -"105 ResnetBlockTest/FakeQuantize_7.0/batch_normalization/SymmQuant/mul/ReadVariableOp" -> "106 ResnetBlockTest/FakeQuantize_7.0/batch_normalization/SymmQuant/mul"; -"106 ResnetBlockTest/FakeQuantize_7.0/batch_normalization/SymmQuant/mul" -> "107 ResnetBlockTest/FakeQuantize_7.0/batch_normalization/SymmQuant/FakeQuantWithMinMaxVars"; -"107 ResnetBlockTest/FakeQuantize_7.0/batch_normalization/SymmQuant/FakeQuantWithMinMaxVars" -> "125 ResnetBlockTest/batch_normalization/FusedBatchNormV3"; -"108 batch_normalization_2/gamma" -> "109 ResnetBlockTest/batch_normalization_2/ReadVariableOp"; -"109 ResnetBlockTest/batch_normalization_2/ReadVariableOp" -> "116 ResnetBlockTest/batch_normalization_2/FusedBatchNormV3"; -"110 batch_normalization_2/beta" -> "111 ResnetBlockTest/batch_normalization_2/ReadVariableOp_1"; -"111 ResnetBlockTest/batch_normalization_2/ReadVariableOp_1" -> "116 ResnetBlockTest/batch_normalization_2/FusedBatchNormV3"; -"112 batch_normalization_2/moving_mean" -> "113 ResnetBlockTest/batch_normalization_2/FusedBatchNormV3/ReadVariableOp"; -"113 ResnetBlockTest/batch_normalization_2/FusedBatchNormV3/ReadVariableOp" -> "116 ResnetBlockTest/batch_normalization_2/FusedBatchNormV3"; -"114 batch_normalization_2/moving_variance" -> "115 ResnetBlockTest/batch_normalization_2/FusedBatchNormV3/ReadVariableOp_1"; -"115 ResnetBlockTest/batch_normalization_2/FusedBatchNormV3/ReadVariableOp_1" -> "116 ResnetBlockTest/batch_normalization_2/FusedBatchNormV3"; -"116 ResnetBlockTest/batch_normalization_2/FusedBatchNormV3" -> "143 ResnetBlockTest/FakeQuantize_9.1/add/SymmQuant/FakeQuantWithMinMaxVars"; -"117 batch_normalization/gamma" -> "118 ResnetBlockTest/batch_normalization/ReadVariableOp"; -"118 ResnetBlockTest/batch_normalization/ReadVariableOp" -> "125 ResnetBlockTest/batch_normalization/FusedBatchNormV3"; -"119 batch_normalization/beta" -> "120 ResnetBlockTest/batch_normalization/ReadVariableOp_1"; -"120 ResnetBlockTest/batch_normalization/ReadVariableOp_1" -> "125 ResnetBlockTest/batch_normalization/FusedBatchNormV3"; -"121 batch_normalization/moving_mean" -> "122 ResnetBlockTest/batch_normalization/FusedBatchNormV3/ReadVariableOp"; -"122 ResnetBlockTest/batch_normalization/FusedBatchNormV3/ReadVariableOp" -> "125 ResnetBlockTest/batch_normalization/FusedBatchNormV3"; -"123 batch_normalization/moving_variance" -> "124 ResnetBlockTest/batch_normalization/FusedBatchNormV3/ReadVariableOp_1"; -"124 ResnetBlockTest/batch_normalization/FusedBatchNormV3/ReadVariableOp_1" -> "125 ResnetBlockTest/batch_normalization/FusedBatchNormV3"; -"125 ResnetBlockTest/batch_normalization/FusedBatchNormV3" -> "134 ResnetBlockTest/FakeQuantize_9.0/add/SymmQuant/FakeQuantWithMinMaxVars"; -"126 FakeQuantize_9.0/add/FakeQuantize_9.0/add_scale" -> "127 ResnetBlockTest/FakeQuantize_9.0/add/SymmQuant/Abs/ReadVariableOp"; -"127 ResnetBlockTest/FakeQuantize_9.0/add/SymmQuant/Abs/ReadVariableOp" -> "128 ResnetBlockTest/FakeQuantize_9.0/add/SymmQuant/Abs"; -"128 ResnetBlockTest/FakeQuantize_9.0/add/SymmQuant/Abs" -> "130 ResnetBlockTest/FakeQuantize_9.0/add/SymmQuant/add"; -"129 ResnetBlockTest/FakeQuantize_9.0/add/SymmQuant/add/y" -> "130 ResnetBlockTest/FakeQuantize_9.0/add/SymmQuant/add"; -"130 ResnetBlockTest/FakeQuantize_9.0/add/SymmQuant/add" -> "133 ResnetBlockTest/FakeQuantize_9.0/add/SymmQuant/mul"; -"130 ResnetBlockTest/FakeQuantize_9.0/add/SymmQuant/add" -> "134 ResnetBlockTest/FakeQuantize_9.0/add/SymmQuant/FakeQuantWithMinMaxVars"; -"131 FakeQuantize_9.0/add/FakeQuantize_9.0/add_signed" -> "132 ResnetBlockTest/FakeQuantize_9.0/add/SymmQuant/mul/ReadVariableOp"; -"132 ResnetBlockTest/FakeQuantize_9.0/add/SymmQuant/mul/ReadVariableOp" -> "133 ResnetBlockTest/FakeQuantize_9.0/add/SymmQuant/mul"; -"133 ResnetBlockTest/FakeQuantize_9.0/add/SymmQuant/mul" -> "134 ResnetBlockTest/FakeQuantize_9.0/add/SymmQuant/FakeQuantWithMinMaxVars"; -"134 ResnetBlockTest/FakeQuantize_9.0/add/SymmQuant/FakeQuantWithMinMaxVars" -> "144 ResnetBlockTest/add/add"; -"135 FakeQuantize_9.1/add/FakeQuantize_9.1/add_scale" -> "136 ResnetBlockTest/FakeQuantize_9.1/add/SymmQuant/Abs/ReadVariableOp"; -"136 ResnetBlockTest/FakeQuantize_9.1/add/SymmQuant/Abs/ReadVariableOp" -> "137 ResnetBlockTest/FakeQuantize_9.1/add/SymmQuant/Abs"; -"137 ResnetBlockTest/FakeQuantize_9.1/add/SymmQuant/Abs" -> "139 ResnetBlockTest/FakeQuantize_9.1/add/SymmQuant/add"; -"138 ResnetBlockTest/FakeQuantize_9.1/add/SymmQuant/add/y" -> "139 ResnetBlockTest/FakeQuantize_9.1/add/SymmQuant/add"; -"139 ResnetBlockTest/FakeQuantize_9.1/add/SymmQuant/add" -> "142 ResnetBlockTest/FakeQuantize_9.1/add/SymmQuant/mul"; -"139 ResnetBlockTest/FakeQuantize_9.1/add/SymmQuant/add" -> "143 ResnetBlockTest/FakeQuantize_9.1/add/SymmQuant/FakeQuantWithMinMaxVars"; -"140 FakeQuantize_9.1/add/FakeQuantize_9.1/add_signed" -> "141 ResnetBlockTest/FakeQuantize_9.1/add/SymmQuant/mul/ReadVariableOp"; -"141 ResnetBlockTest/FakeQuantize_9.1/add/SymmQuant/mul/ReadVariableOp" -> "142 ResnetBlockTest/FakeQuantize_9.1/add/SymmQuant/mul"; -"142 ResnetBlockTest/FakeQuantize_9.1/add/SymmQuant/mul" -> "143 ResnetBlockTest/FakeQuantize_9.1/add/SymmQuant/FakeQuantWithMinMaxVars"; -"143 ResnetBlockTest/FakeQuantize_9.1/add/SymmQuant/FakeQuantWithMinMaxVars" -> "144 ResnetBlockTest/add/add"; -"144 ResnetBlockTest/add/add" -> "153 ResnetBlockTest/FakeQuantize_10.0/dense/SymmQuant/FakeQuantWithMinMaxVars"; -"145 FakeQuantize_10.0/dense/FakeQuantize_10.0/dense_scale" -> "146 ResnetBlockTest/FakeQuantize_10.0/dense/SymmQuant/Abs/ReadVariableOp"; -"146 ResnetBlockTest/FakeQuantize_10.0/dense/SymmQuant/Abs/ReadVariableOp" -> "147 ResnetBlockTest/FakeQuantize_10.0/dense/SymmQuant/Abs"; -"147 ResnetBlockTest/FakeQuantize_10.0/dense/SymmQuant/Abs" -> "149 ResnetBlockTest/FakeQuantize_10.0/dense/SymmQuant/add"; -"148 ResnetBlockTest/FakeQuantize_10.0/dense/SymmQuant/add/y" -> "149 ResnetBlockTest/FakeQuantize_10.0/dense/SymmQuant/add"; -"149 ResnetBlockTest/FakeQuantize_10.0/dense/SymmQuant/add" -> "152 ResnetBlockTest/FakeQuantize_10.0/dense/SymmQuant/mul"; -"149 ResnetBlockTest/FakeQuantize_10.0/dense/SymmQuant/add" -> "153 ResnetBlockTest/FakeQuantize_10.0/dense/SymmQuant/FakeQuantWithMinMaxVars"; -"150 FakeQuantize_10.0/dense/FakeQuantize_10.0/dense_signed" -> "151 ResnetBlockTest/FakeQuantize_10.0/dense/SymmQuant/mul/ReadVariableOp"; -"151 ResnetBlockTest/FakeQuantize_10.0/dense/SymmQuant/mul/ReadVariableOp" -> "152 ResnetBlockTest/FakeQuantize_10.0/dense/SymmQuant/mul"; -"152 ResnetBlockTest/FakeQuantize_10.0/dense/SymmQuant/mul" -> "153 ResnetBlockTest/FakeQuantize_10.0/dense/SymmQuant/FakeQuantWithMinMaxVars"; -"153 ResnetBlockTest/FakeQuantize_10.0/dense/SymmQuant/FakeQuantWithMinMaxVars" -> "158 ResnetBlockTest/dense/Tensordot/Shape"; -"153 ResnetBlockTest/FakeQuantize_10.0/dense/SymmQuant/FakeQuantWithMinMaxVars" -> "170 ResnetBlockTest/dense/Tensordot/transpose"; -"154 dense/kernel" -> "155 ResnetBlockTest/dense/Tensordot/ReadVariableOp"; -"155 ResnetBlockTest/dense/Tensordot/ReadVariableOp" -> "172 ResnetBlockTest/dense/Tensordot/MatMul"; -"156 ResnetBlockTest/dense/Tensordot/axes" -> "162 ResnetBlockTest/dense/Tensordot/GatherV2_1"; -"156 ResnetBlockTest/dense/Tensordot/axes" -> "168 ResnetBlockTest/dense/Tensordot/concat"; -"157 ResnetBlockTest/dense/Tensordot/free" -> "160 ResnetBlockTest/dense/Tensordot/GatherV2"; -"157 ResnetBlockTest/dense/Tensordot/free" -> "168 ResnetBlockTest/dense/Tensordot/concat"; -"158 ResnetBlockTest/dense/Tensordot/Shape" -> "160 ResnetBlockTest/dense/Tensordot/GatherV2"; -"158 ResnetBlockTest/dense/Tensordot/Shape" -> "162 ResnetBlockTest/dense/Tensordot/GatherV2_1"; -"159 ResnetBlockTest/dense/Tensordot/GatherV2/axis" -> "160 ResnetBlockTest/dense/Tensordot/GatherV2"; -"160 ResnetBlockTest/dense/Tensordot/GatherV2" -> "164 ResnetBlockTest/dense/Tensordot/Prod"; -"160 ResnetBlockTest/dense/Tensordot/GatherV2" -> "175 ResnetBlockTest/dense/Tensordot/concat_1"; -"161 ResnetBlockTest/dense/Tensordot/GatherV2_1/axis" -> "162 ResnetBlockTest/dense/Tensordot/GatherV2_1"; -"162 ResnetBlockTest/dense/Tensordot/GatherV2_1" -> "166 ResnetBlockTest/dense/Tensordot/Prod_1"; -"163 ResnetBlockTest/dense/Tensordot/Const" -> "164 ResnetBlockTest/dense/Tensordot/Prod"; -"164 ResnetBlockTest/dense/Tensordot/Prod" -> "169 ResnetBlockTest/dense/Tensordot/stack"; -"165 ResnetBlockTest/dense/Tensordot/Const_1" -> "166 ResnetBlockTest/dense/Tensordot/Prod_1"; -"166 ResnetBlockTest/dense/Tensordot/Prod_1" -> "169 ResnetBlockTest/dense/Tensordot/stack"; -"167 ResnetBlockTest/dense/Tensordot/concat/axis" -> "168 ResnetBlockTest/dense/Tensordot/concat"; -"168 ResnetBlockTest/dense/Tensordot/concat" -> "170 ResnetBlockTest/dense/Tensordot/transpose"; -"169 ResnetBlockTest/dense/Tensordot/stack" -> "171 ResnetBlockTest/dense/Tensordot/Reshape"; -"170 ResnetBlockTest/dense/Tensordot/transpose" -> "171 ResnetBlockTest/dense/Tensordot/Reshape"; -"171 ResnetBlockTest/dense/Tensordot/Reshape" -> "172 ResnetBlockTest/dense/Tensordot/MatMul"; -"172 ResnetBlockTest/dense/Tensordot/MatMul" -> "176 ResnetBlockTest/dense/Tensordot"; -"173 ResnetBlockTest/dense/Tensordot/Const_2" -> "175 ResnetBlockTest/dense/Tensordot/concat_1"; -"174 ResnetBlockTest/dense/Tensordot/concat_1/axis" -> "175 ResnetBlockTest/dense/Tensordot/concat_1"; -"175 ResnetBlockTest/dense/Tensordot/concat_1" -> "176 ResnetBlockTest/dense/Tensordot"; -"176 ResnetBlockTest/dense/Tensordot" -> "179 ResnetBlockTest/dense/BiasAdd"; -"177 dense/bias" -> "178 ResnetBlockTest/dense/BiasAdd/ReadVariableOp"; -"178 ResnetBlockTest/dense/BiasAdd/ReadVariableOp" -> "179 ResnetBlockTest/dense/BiasAdd"; -"179 ResnetBlockTest/dense/BiasAdd" -> "180 ResnetBlockTest/dense/Softmax"; -"180 ResnetBlockTest/dense/Softmax" -> "181 Identity"; -} diff --git a/tests/tensorflow/data/model_transormer/2.8/sequential_block_insert_after.dot b/tests/tensorflow/data/model_transormer/2.8/sequential_block_insert_after.dot deleted file mode 100644 index b9411d8095f..00000000000 --- a/tests/tensorflow/data/model_transormer/2.8/sequential_block_insert_after.dot +++ /dev/null @@ -1,153 +0,0 @@ -strict digraph { -"0 args_0" [id=0, op=Placeholder]; -"1 conv2d/kernel" [id=1, op=Placeholder]; -"2 sequential/conv2d/Conv2D/ReadVariableOp" [id=2, op=ReadVariableOp]; -"3 sequential/conv2d/Conv2D" [id=3, op=Conv2D]; -"4 conv2d/bias" [id=4, op=Placeholder]; -"5 sequential/conv2d/BiasAdd/ReadVariableOp" [id=5, op=ReadVariableOp]; -"6 sequential/conv2d/BiasAdd" [id=6, op=BiasAdd]; -"7 sequential/conv2d/Relu" [id=7, op=Relu]; -"8 FakeQuantize_0/conv2d/FakeQuantize_0/conv2d_scale" [id=8, op=Placeholder]; -"9 sequential/FakeQuantize_0/conv2d/SymmQuant/Abs/ReadVariableOp" [id=9, op=ReadVariableOp]; -"10 sequential/FakeQuantize_0/conv2d/SymmQuant/Abs" [id=10, op=Abs]; -"11 sequential/FakeQuantize_0/conv2d/SymmQuant/add/y" [id=11, op=Const]; -"12 sequential/FakeQuantize_0/conv2d/SymmQuant/add" [id=12, op=AddV2]; -"13 FakeQuantize_0/conv2d/FakeQuantize_0/conv2d_signed" [id=13, op=Placeholder]; -"14 sequential/FakeQuantize_0/conv2d/SymmQuant/mul/ReadVariableOp" [id=14, op=ReadVariableOp]; -"15 sequential/FakeQuantize_0/conv2d/SymmQuant/mul" [id=15, op=Mul]; -"16 sequential/FakeQuantize_0/conv2d/SymmQuant/FakeQuantWithMinMaxVars" [id=16, op=FakeQuantWithMinMaxVars]; -"17 batch_normalization/gamma" [id=17, op=Placeholder]; -"18 sequential/batch_normalization/ReadVariableOp" [id=18, op=ReadVariableOp]; -"19 batch_normalization/beta" [id=19, op=Placeholder]; -"20 sequential/batch_normalization/ReadVariableOp_1" [id=20, op=ReadVariableOp]; -"21 batch_normalization/moving_mean" [id=21, op=Placeholder]; -"22 sequential/batch_normalization/FusedBatchNormV3/ReadVariableOp" [id=22, op=ReadVariableOp]; -"23 batch_normalization/moving_variance" [id=23, op=Placeholder]; -"24 sequential/batch_normalization/FusedBatchNormV3/ReadVariableOp_1" [id=24, op=ReadVariableOp]; -"25 sequential/batch_normalization/FusedBatchNormV3" [id=25, op=FusedBatchNormV3]; -"26 FakeQuantize_1/batch_normalization/FakeQuantize_1/batch_normalization_scale" [id=26, op=Placeholder]; -"27 sequential/FakeQuantize_1/batch_normalization/SymmQuant/Abs/ReadVariableOp" [id=27, op=ReadVariableOp]; -"28 sequential/FakeQuantize_1/batch_normalization/SymmQuant/Abs" [id=28, op=Abs]; -"29 sequential/FakeQuantize_1/batch_normalization/SymmQuant/add/y" [id=29, op=Const]; -"30 sequential/FakeQuantize_1/batch_normalization/SymmQuant/add" [id=30, op=AddV2]; -"31 FakeQuantize_1/batch_normalization/FakeQuantize_1/batch_normalization_signed" [id=31, op=Placeholder]; -"32 sequential/FakeQuantize_1/batch_normalization/SymmQuant/mul/ReadVariableOp" [id=32, op=ReadVariableOp]; -"33 sequential/FakeQuantize_1/batch_normalization/SymmQuant/mul" [id=33, op=Mul]; -"34 sequential/FakeQuantize_1/batch_normalization/SymmQuant/FakeQuantWithMinMaxVars" [id=34, op=FakeQuantWithMinMaxVars]; -"35 dense/kernel" [id=35, op=Placeholder]; -"36 sequential/dense/Tensordot/ReadVariableOp" [id=36, op=ReadVariableOp]; -"37 sequential/dense/Tensordot/axes" [id=37, op=Const]; -"38 sequential/dense/Tensordot/free" [id=38, op=Const]; -"39 sequential/dense/Tensordot/Shape" [id=39, op=Shape]; -"40 sequential/dense/Tensordot/GatherV2/axis" [id=40, op=Const]; -"41 sequential/dense/Tensordot/GatherV2" [id=41, op=GatherV2]; -"42 sequential/dense/Tensordot/GatherV2_1/axis" [id=42, op=Const]; -"43 sequential/dense/Tensordot/GatherV2_1" [id=43, op=GatherV2]; -"44 sequential/dense/Tensordot/Const" [id=44, op=Const]; -"45 sequential/dense/Tensordot/Prod" [id=45, op=Prod]; -"46 sequential/dense/Tensordot/Const_1" [id=46, op=Const]; -"47 sequential/dense/Tensordot/Prod_1" [id=47, op=Prod]; -"48 sequential/dense/Tensordot/concat/axis" [id=48, op=Const]; -"49 sequential/dense/Tensordot/concat" [id=49, op=ConcatV2]; -"50 sequential/dense/Tensordot/stack" [id=50, op=Pack]; -"51 sequential/dense/Tensordot/transpose" [id=51, op=Transpose]; -"52 sequential/dense/Tensordot/Reshape" [id=52, op=Reshape]; -"53 sequential/dense/Tensordot/MatMul" [id=53, op=MatMul]; -"54 sequential/dense/Tensordot/Const_2" [id=54, op=Const]; -"55 sequential/dense/Tensordot/concat_1/axis" [id=55, op=Const]; -"56 sequential/dense/Tensordot/concat_1" [id=56, op=ConcatV2]; -"57 sequential/dense/Tensordot" [id=57, op=Reshape]; -"58 dense/bias" [id=58, op=Placeholder]; -"59 sequential/dense/BiasAdd/ReadVariableOp" [id=59, op=ReadVariableOp]; -"60 sequential/dense/BiasAdd" [id=60, op=BiasAdd]; -"61 sequential/dense/Relu" [id=61, op=Relu]; -"62 FakeQuantize_2/dense/FakeQuantize_2/dense_scale" [id=62, op=Placeholder]; -"63 sequential/FakeQuantize_2/dense/SymmQuant/Abs/ReadVariableOp" [id=63, op=ReadVariableOp]; -"64 sequential/FakeQuantize_2/dense/SymmQuant/Abs" [id=64, op=Abs]; -"65 sequential/FakeQuantize_2/dense/SymmQuant/add/y" [id=65, op=Const]; -"66 sequential/FakeQuantize_2/dense/SymmQuant/add" [id=66, op=AddV2]; -"67 FakeQuantize_2/dense/FakeQuantize_2/dense_signed" [id=67, op=Placeholder]; -"68 sequential/FakeQuantize_2/dense/SymmQuant/mul/ReadVariableOp" [id=68, op=ReadVariableOp]; -"69 sequential/FakeQuantize_2/dense/SymmQuant/mul" [id=69, op=Mul]; -"70 sequential/FakeQuantize_2/dense/SymmQuant/FakeQuantWithMinMaxVars" [id=70, op=FakeQuantWithMinMaxVars]; -"71 Identity" [id=71, op=Identity]; -"0 args_0" -> "3 sequential/conv2d/Conv2D"; -"1 conv2d/kernel" -> "2 sequential/conv2d/Conv2D/ReadVariableOp"; -"2 sequential/conv2d/Conv2D/ReadVariableOp" -> "3 sequential/conv2d/Conv2D"; -"3 sequential/conv2d/Conv2D" -> "6 sequential/conv2d/BiasAdd"; -"4 conv2d/bias" -> "5 sequential/conv2d/BiasAdd/ReadVariableOp"; -"5 sequential/conv2d/BiasAdd/ReadVariableOp" -> "6 sequential/conv2d/BiasAdd"; -"6 sequential/conv2d/BiasAdd" -> "7 sequential/conv2d/Relu"; -"7 sequential/conv2d/Relu" -> "16 sequential/FakeQuantize_0/conv2d/SymmQuant/FakeQuantWithMinMaxVars"; -"8 FakeQuantize_0/conv2d/FakeQuantize_0/conv2d_scale" -> "9 sequential/FakeQuantize_0/conv2d/SymmQuant/Abs/ReadVariableOp"; -"9 sequential/FakeQuantize_0/conv2d/SymmQuant/Abs/ReadVariableOp" -> "10 sequential/FakeQuantize_0/conv2d/SymmQuant/Abs"; -"10 sequential/FakeQuantize_0/conv2d/SymmQuant/Abs" -> "12 sequential/FakeQuantize_0/conv2d/SymmQuant/add"; -"11 sequential/FakeQuantize_0/conv2d/SymmQuant/add/y" -> "12 sequential/FakeQuantize_0/conv2d/SymmQuant/add"; -"12 sequential/FakeQuantize_0/conv2d/SymmQuant/add" -> "15 sequential/FakeQuantize_0/conv2d/SymmQuant/mul"; -"12 sequential/FakeQuantize_0/conv2d/SymmQuant/add" -> "16 sequential/FakeQuantize_0/conv2d/SymmQuant/FakeQuantWithMinMaxVars"; -"13 FakeQuantize_0/conv2d/FakeQuantize_0/conv2d_signed" -> "14 sequential/FakeQuantize_0/conv2d/SymmQuant/mul/ReadVariableOp"; -"14 sequential/FakeQuantize_0/conv2d/SymmQuant/mul/ReadVariableOp" -> "15 sequential/FakeQuantize_0/conv2d/SymmQuant/mul"; -"15 sequential/FakeQuantize_0/conv2d/SymmQuant/mul" -> "16 sequential/FakeQuantize_0/conv2d/SymmQuant/FakeQuantWithMinMaxVars"; -"16 sequential/FakeQuantize_0/conv2d/SymmQuant/FakeQuantWithMinMaxVars" -> "25 sequential/batch_normalization/FusedBatchNormV3"; -"17 batch_normalization/gamma" -> "18 sequential/batch_normalization/ReadVariableOp"; -"18 sequential/batch_normalization/ReadVariableOp" -> "25 sequential/batch_normalization/FusedBatchNormV3"; -"19 batch_normalization/beta" -> "20 sequential/batch_normalization/ReadVariableOp_1"; -"20 sequential/batch_normalization/ReadVariableOp_1" -> "25 sequential/batch_normalization/FusedBatchNormV3"; -"21 batch_normalization/moving_mean" -> "22 sequential/batch_normalization/FusedBatchNormV3/ReadVariableOp"; -"22 sequential/batch_normalization/FusedBatchNormV3/ReadVariableOp" -> "25 sequential/batch_normalization/FusedBatchNormV3"; -"23 batch_normalization/moving_variance" -> "24 sequential/batch_normalization/FusedBatchNormV3/ReadVariableOp_1"; -"24 sequential/batch_normalization/FusedBatchNormV3/ReadVariableOp_1" -> "25 sequential/batch_normalization/FusedBatchNormV3"; -"25 sequential/batch_normalization/FusedBatchNormV3" -> "34 sequential/FakeQuantize_1/batch_normalization/SymmQuant/FakeQuantWithMinMaxVars"; -"26 FakeQuantize_1/batch_normalization/FakeQuantize_1/batch_normalization_scale" -> "27 sequential/FakeQuantize_1/batch_normalization/SymmQuant/Abs/ReadVariableOp"; -"27 sequential/FakeQuantize_1/batch_normalization/SymmQuant/Abs/ReadVariableOp" -> "28 sequential/FakeQuantize_1/batch_normalization/SymmQuant/Abs"; -"28 sequential/FakeQuantize_1/batch_normalization/SymmQuant/Abs" -> "30 sequential/FakeQuantize_1/batch_normalization/SymmQuant/add"; -"29 sequential/FakeQuantize_1/batch_normalization/SymmQuant/add/y" -> "30 sequential/FakeQuantize_1/batch_normalization/SymmQuant/add"; -"30 sequential/FakeQuantize_1/batch_normalization/SymmQuant/add" -> "33 sequential/FakeQuantize_1/batch_normalization/SymmQuant/mul"; -"30 sequential/FakeQuantize_1/batch_normalization/SymmQuant/add" -> "34 sequential/FakeQuantize_1/batch_normalization/SymmQuant/FakeQuantWithMinMaxVars"; -"31 FakeQuantize_1/batch_normalization/FakeQuantize_1/batch_normalization_signed" -> "32 sequential/FakeQuantize_1/batch_normalization/SymmQuant/mul/ReadVariableOp"; -"32 sequential/FakeQuantize_1/batch_normalization/SymmQuant/mul/ReadVariableOp" -> "33 sequential/FakeQuantize_1/batch_normalization/SymmQuant/mul"; -"33 sequential/FakeQuantize_1/batch_normalization/SymmQuant/mul" -> "34 sequential/FakeQuantize_1/batch_normalization/SymmQuant/FakeQuantWithMinMaxVars"; -"34 sequential/FakeQuantize_1/batch_normalization/SymmQuant/FakeQuantWithMinMaxVars" -> "39 sequential/dense/Tensordot/Shape"; -"34 sequential/FakeQuantize_1/batch_normalization/SymmQuant/FakeQuantWithMinMaxVars" -> "51 sequential/dense/Tensordot/transpose"; -"35 dense/kernel" -> "36 sequential/dense/Tensordot/ReadVariableOp"; -"36 sequential/dense/Tensordot/ReadVariableOp" -> "53 sequential/dense/Tensordot/MatMul"; -"37 sequential/dense/Tensordot/axes" -> "43 sequential/dense/Tensordot/GatherV2_1"; -"37 sequential/dense/Tensordot/axes" -> "49 sequential/dense/Tensordot/concat"; -"38 sequential/dense/Tensordot/free" -> "41 sequential/dense/Tensordot/GatherV2"; -"38 sequential/dense/Tensordot/free" -> "49 sequential/dense/Tensordot/concat"; -"39 sequential/dense/Tensordot/Shape" -> "41 sequential/dense/Tensordot/GatherV2"; -"39 sequential/dense/Tensordot/Shape" -> "43 sequential/dense/Tensordot/GatherV2_1"; -"40 sequential/dense/Tensordot/GatherV2/axis" -> "41 sequential/dense/Tensordot/GatherV2"; -"41 sequential/dense/Tensordot/GatherV2" -> "45 sequential/dense/Tensordot/Prod"; -"41 sequential/dense/Tensordot/GatherV2" -> "56 sequential/dense/Tensordot/concat_1"; -"42 sequential/dense/Tensordot/GatherV2_1/axis" -> "43 sequential/dense/Tensordot/GatherV2_1"; -"43 sequential/dense/Tensordot/GatherV2_1" -> "47 sequential/dense/Tensordot/Prod_1"; -"44 sequential/dense/Tensordot/Const" -> "45 sequential/dense/Tensordot/Prod"; -"45 sequential/dense/Tensordot/Prod" -> "50 sequential/dense/Tensordot/stack"; -"46 sequential/dense/Tensordot/Const_1" -> "47 sequential/dense/Tensordot/Prod_1"; -"47 sequential/dense/Tensordot/Prod_1" -> "50 sequential/dense/Tensordot/stack"; -"48 sequential/dense/Tensordot/concat/axis" -> "49 sequential/dense/Tensordot/concat"; -"49 sequential/dense/Tensordot/concat" -> "51 sequential/dense/Tensordot/transpose"; -"50 sequential/dense/Tensordot/stack" -> "52 sequential/dense/Tensordot/Reshape"; -"51 sequential/dense/Tensordot/transpose" -> "52 sequential/dense/Tensordot/Reshape"; -"52 sequential/dense/Tensordot/Reshape" -> "53 sequential/dense/Tensordot/MatMul"; -"53 sequential/dense/Tensordot/MatMul" -> "57 sequential/dense/Tensordot"; -"54 sequential/dense/Tensordot/Const_2" -> "56 sequential/dense/Tensordot/concat_1"; -"55 sequential/dense/Tensordot/concat_1/axis" -> "56 sequential/dense/Tensordot/concat_1"; -"56 sequential/dense/Tensordot/concat_1" -> "57 sequential/dense/Tensordot"; -"57 sequential/dense/Tensordot" -> "60 sequential/dense/BiasAdd"; -"58 dense/bias" -> "59 sequential/dense/BiasAdd/ReadVariableOp"; -"59 sequential/dense/BiasAdd/ReadVariableOp" -> "60 sequential/dense/BiasAdd"; -"60 sequential/dense/BiasAdd" -> "61 sequential/dense/Relu"; -"61 sequential/dense/Relu" -> "70 sequential/FakeQuantize_2/dense/SymmQuant/FakeQuantWithMinMaxVars"; -"62 FakeQuantize_2/dense/FakeQuantize_2/dense_scale" -> "63 sequential/FakeQuantize_2/dense/SymmQuant/Abs/ReadVariableOp"; -"63 sequential/FakeQuantize_2/dense/SymmQuant/Abs/ReadVariableOp" -> "64 sequential/FakeQuantize_2/dense/SymmQuant/Abs"; -"64 sequential/FakeQuantize_2/dense/SymmQuant/Abs" -> "66 sequential/FakeQuantize_2/dense/SymmQuant/add"; -"65 sequential/FakeQuantize_2/dense/SymmQuant/add/y" -> "66 sequential/FakeQuantize_2/dense/SymmQuant/add"; -"66 sequential/FakeQuantize_2/dense/SymmQuant/add" -> "69 sequential/FakeQuantize_2/dense/SymmQuant/mul"; -"66 sequential/FakeQuantize_2/dense/SymmQuant/add" -> "70 sequential/FakeQuantize_2/dense/SymmQuant/FakeQuantWithMinMaxVars"; -"67 FakeQuantize_2/dense/FakeQuantize_2/dense_signed" -> "68 sequential/FakeQuantize_2/dense/SymmQuant/mul/ReadVariableOp"; -"68 sequential/FakeQuantize_2/dense/SymmQuant/mul/ReadVariableOp" -> "69 sequential/FakeQuantize_2/dense/SymmQuant/mul"; -"69 sequential/FakeQuantize_2/dense/SymmQuant/mul" -> "70 sequential/FakeQuantize_2/dense/SymmQuant/FakeQuantWithMinMaxVars"; -"70 sequential/FakeQuantize_2/dense/SymmQuant/FakeQuantWithMinMaxVars" -> "71 Identity"; -} diff --git a/tests/tensorflow/data/model_transormer/2.8/sequential_block_insert_before.dot b/tests/tensorflow/data/model_transormer/2.8/sequential_block_insert_before.dot deleted file mode 100644 index d0169333655..00000000000 --- a/tests/tensorflow/data/model_transormer/2.8/sequential_block_insert_before.dot +++ /dev/null @@ -1,153 +0,0 @@ -strict digraph { -"0 args_0" [id=0, op=Placeholder]; -"1 FakeQuantize_0.0/conv2d/FakeQuantize_0.0/conv2d_scale" [id=1, op=Placeholder]; -"2 sequential/FakeQuantize_0.0/conv2d/SymmQuant/Abs/ReadVariableOp" [id=2, op=ReadVariableOp]; -"3 sequential/FakeQuantize_0.0/conv2d/SymmQuant/Abs" [id=3, op=Abs]; -"4 sequential/FakeQuantize_0.0/conv2d/SymmQuant/add/y" [id=4, op=Const]; -"5 sequential/FakeQuantize_0.0/conv2d/SymmQuant/add" [id=5, op=AddV2]; -"6 FakeQuantize_0.0/conv2d/FakeQuantize_0.0/conv2d_signed" [id=6, op=Placeholder]; -"7 sequential/FakeQuantize_0.0/conv2d/SymmQuant/mul/ReadVariableOp" [id=7, op=ReadVariableOp]; -"8 sequential/FakeQuantize_0.0/conv2d/SymmQuant/mul" [id=8, op=Mul]; -"9 sequential/FakeQuantize_0.0/conv2d/SymmQuant/FakeQuantWithMinMaxVars" [id=9, op=FakeQuantWithMinMaxVars]; -"10 conv2d/kernel" [id=10, op=Placeholder]; -"11 sequential/conv2d/Conv2D/ReadVariableOp" [id=11, op=ReadVariableOp]; -"12 sequential/conv2d/Conv2D" [id=12, op=Conv2D]; -"13 conv2d/bias" [id=13, op=Placeholder]; -"14 sequential/conv2d/BiasAdd/ReadVariableOp" [id=14, op=ReadVariableOp]; -"15 sequential/conv2d/BiasAdd" [id=15, op=BiasAdd]; -"16 sequential/conv2d/Relu" [id=16, op=Relu]; -"17 FakeQuantize_1.0/batch_normalization/FakeQuantize_1.0/batch_normalization_scale" [id=17, op=Placeholder]; -"18 sequential/FakeQuantize_1.0/batch_normalization/SymmQuant/Abs/ReadVariableOp" [id=18, op=ReadVariableOp]; -"19 sequential/FakeQuantize_1.0/batch_normalization/SymmQuant/Abs" [id=19, op=Abs]; -"20 sequential/FakeQuantize_1.0/batch_normalization/SymmQuant/add/y" [id=20, op=Const]; -"21 sequential/FakeQuantize_1.0/batch_normalization/SymmQuant/add" [id=21, op=AddV2]; -"22 FakeQuantize_1.0/batch_normalization/FakeQuantize_1.0/batch_normalization_signed" [id=22, op=Placeholder]; -"23 sequential/FakeQuantize_1.0/batch_normalization/SymmQuant/mul/ReadVariableOp" [id=23, op=ReadVariableOp]; -"24 sequential/FakeQuantize_1.0/batch_normalization/SymmQuant/mul" [id=24, op=Mul]; -"25 sequential/FakeQuantize_1.0/batch_normalization/SymmQuant/FakeQuantWithMinMaxVars" [id=25, op=FakeQuantWithMinMaxVars]; -"26 batch_normalization/gamma" [id=26, op=Placeholder]; -"27 sequential/batch_normalization/ReadVariableOp" [id=27, op=ReadVariableOp]; -"28 batch_normalization/beta" [id=28, op=Placeholder]; -"29 sequential/batch_normalization/ReadVariableOp_1" [id=29, op=ReadVariableOp]; -"30 batch_normalization/moving_mean" [id=30, op=Placeholder]; -"31 sequential/batch_normalization/FusedBatchNormV3/ReadVariableOp" [id=31, op=ReadVariableOp]; -"32 batch_normalization/moving_variance" [id=32, op=Placeholder]; -"33 sequential/batch_normalization/FusedBatchNormV3/ReadVariableOp_1" [id=33, op=ReadVariableOp]; -"34 sequential/batch_normalization/FusedBatchNormV3" [id=34, op=FusedBatchNormV3]; -"35 FakeQuantize_2.0/dense/FakeQuantize_2.0/dense_scale" [id=35, op=Placeholder]; -"36 sequential/FakeQuantize_2.0/dense/SymmQuant/Abs/ReadVariableOp" [id=36, op=ReadVariableOp]; -"37 sequential/FakeQuantize_2.0/dense/SymmQuant/Abs" [id=37, op=Abs]; -"38 sequential/FakeQuantize_2.0/dense/SymmQuant/add/y" [id=38, op=Const]; -"39 sequential/FakeQuantize_2.0/dense/SymmQuant/add" [id=39, op=AddV2]; -"40 FakeQuantize_2.0/dense/FakeQuantize_2.0/dense_signed" [id=40, op=Placeholder]; -"41 sequential/FakeQuantize_2.0/dense/SymmQuant/mul/ReadVariableOp" [id=41, op=ReadVariableOp]; -"42 sequential/FakeQuantize_2.0/dense/SymmQuant/mul" [id=42, op=Mul]; -"43 sequential/FakeQuantize_2.0/dense/SymmQuant/FakeQuantWithMinMaxVars" [id=43, op=FakeQuantWithMinMaxVars]; -"44 dense/kernel" [id=44, op=Placeholder]; -"45 sequential/dense/Tensordot/ReadVariableOp" [id=45, op=ReadVariableOp]; -"46 sequential/dense/Tensordot/axes" [id=46, op=Const]; -"47 sequential/dense/Tensordot/free" [id=47, op=Const]; -"48 sequential/dense/Tensordot/Shape" [id=48, op=Shape]; -"49 sequential/dense/Tensordot/GatherV2/axis" [id=49, op=Const]; -"50 sequential/dense/Tensordot/GatherV2" [id=50, op=GatherV2]; -"51 sequential/dense/Tensordot/GatherV2_1/axis" [id=51, op=Const]; -"52 sequential/dense/Tensordot/GatherV2_1" [id=52, op=GatherV2]; -"53 sequential/dense/Tensordot/Const" [id=53, op=Const]; -"54 sequential/dense/Tensordot/Prod" [id=54, op=Prod]; -"55 sequential/dense/Tensordot/Const_1" [id=55, op=Const]; -"56 sequential/dense/Tensordot/Prod_1" [id=56, op=Prod]; -"57 sequential/dense/Tensordot/concat/axis" [id=57, op=Const]; -"58 sequential/dense/Tensordot/concat" [id=58, op=ConcatV2]; -"59 sequential/dense/Tensordot/stack" [id=59, op=Pack]; -"60 sequential/dense/Tensordot/transpose" [id=60, op=Transpose]; -"61 sequential/dense/Tensordot/Reshape" [id=61, op=Reshape]; -"62 sequential/dense/Tensordot/MatMul" [id=62, op=MatMul]; -"63 sequential/dense/Tensordot/Const_2" [id=63, op=Const]; -"64 sequential/dense/Tensordot/concat_1/axis" [id=64, op=Const]; -"65 sequential/dense/Tensordot/concat_1" [id=65, op=ConcatV2]; -"66 sequential/dense/Tensordot" [id=66, op=Reshape]; -"67 dense/bias" [id=67, op=Placeholder]; -"68 sequential/dense/BiasAdd/ReadVariableOp" [id=68, op=ReadVariableOp]; -"69 sequential/dense/BiasAdd" [id=69, op=BiasAdd]; -"70 sequential/dense/Relu" [id=70, op=Relu]; -"71 Identity" [id=71, op=Identity]; -"0 args_0" -> "9 sequential/FakeQuantize_0.0/conv2d/SymmQuant/FakeQuantWithMinMaxVars"; -"1 FakeQuantize_0.0/conv2d/FakeQuantize_0.0/conv2d_scale" -> "2 sequential/FakeQuantize_0.0/conv2d/SymmQuant/Abs/ReadVariableOp"; -"2 sequential/FakeQuantize_0.0/conv2d/SymmQuant/Abs/ReadVariableOp" -> "3 sequential/FakeQuantize_0.0/conv2d/SymmQuant/Abs"; -"3 sequential/FakeQuantize_0.0/conv2d/SymmQuant/Abs" -> "5 sequential/FakeQuantize_0.0/conv2d/SymmQuant/add"; -"4 sequential/FakeQuantize_0.0/conv2d/SymmQuant/add/y" -> "5 sequential/FakeQuantize_0.0/conv2d/SymmQuant/add"; -"5 sequential/FakeQuantize_0.0/conv2d/SymmQuant/add" -> "8 sequential/FakeQuantize_0.0/conv2d/SymmQuant/mul"; -"5 sequential/FakeQuantize_0.0/conv2d/SymmQuant/add" -> "9 sequential/FakeQuantize_0.0/conv2d/SymmQuant/FakeQuantWithMinMaxVars"; -"6 FakeQuantize_0.0/conv2d/FakeQuantize_0.0/conv2d_signed" -> "7 sequential/FakeQuantize_0.0/conv2d/SymmQuant/mul/ReadVariableOp"; -"7 sequential/FakeQuantize_0.0/conv2d/SymmQuant/mul/ReadVariableOp" -> "8 sequential/FakeQuantize_0.0/conv2d/SymmQuant/mul"; -"8 sequential/FakeQuantize_0.0/conv2d/SymmQuant/mul" -> "9 sequential/FakeQuantize_0.0/conv2d/SymmQuant/FakeQuantWithMinMaxVars"; -"9 sequential/FakeQuantize_0.0/conv2d/SymmQuant/FakeQuantWithMinMaxVars" -> "12 sequential/conv2d/Conv2D"; -"10 conv2d/kernel" -> "11 sequential/conv2d/Conv2D/ReadVariableOp"; -"11 sequential/conv2d/Conv2D/ReadVariableOp" -> "12 sequential/conv2d/Conv2D"; -"12 sequential/conv2d/Conv2D" -> "15 sequential/conv2d/BiasAdd"; -"13 conv2d/bias" -> "14 sequential/conv2d/BiasAdd/ReadVariableOp"; -"14 sequential/conv2d/BiasAdd/ReadVariableOp" -> "15 sequential/conv2d/BiasAdd"; -"15 sequential/conv2d/BiasAdd" -> "16 sequential/conv2d/Relu"; -"16 sequential/conv2d/Relu" -> "25 sequential/FakeQuantize_1.0/batch_normalization/SymmQuant/FakeQuantWithMinMaxVars"; -"17 FakeQuantize_1.0/batch_normalization/FakeQuantize_1.0/batch_normalization_scale" -> "18 sequential/FakeQuantize_1.0/batch_normalization/SymmQuant/Abs/ReadVariableOp"; -"18 sequential/FakeQuantize_1.0/batch_normalization/SymmQuant/Abs/ReadVariableOp" -> "19 sequential/FakeQuantize_1.0/batch_normalization/SymmQuant/Abs"; -"19 sequential/FakeQuantize_1.0/batch_normalization/SymmQuant/Abs" -> "21 sequential/FakeQuantize_1.0/batch_normalization/SymmQuant/add"; -"20 sequential/FakeQuantize_1.0/batch_normalization/SymmQuant/add/y" -> "21 sequential/FakeQuantize_1.0/batch_normalization/SymmQuant/add"; -"21 sequential/FakeQuantize_1.0/batch_normalization/SymmQuant/add" -> "24 sequential/FakeQuantize_1.0/batch_normalization/SymmQuant/mul"; -"21 sequential/FakeQuantize_1.0/batch_normalization/SymmQuant/add" -> "25 sequential/FakeQuantize_1.0/batch_normalization/SymmQuant/FakeQuantWithMinMaxVars"; -"22 FakeQuantize_1.0/batch_normalization/FakeQuantize_1.0/batch_normalization_signed" -> "23 sequential/FakeQuantize_1.0/batch_normalization/SymmQuant/mul/ReadVariableOp"; -"23 sequential/FakeQuantize_1.0/batch_normalization/SymmQuant/mul/ReadVariableOp" -> "24 sequential/FakeQuantize_1.0/batch_normalization/SymmQuant/mul"; -"24 sequential/FakeQuantize_1.0/batch_normalization/SymmQuant/mul" -> "25 sequential/FakeQuantize_1.0/batch_normalization/SymmQuant/FakeQuantWithMinMaxVars"; -"25 sequential/FakeQuantize_1.0/batch_normalization/SymmQuant/FakeQuantWithMinMaxVars" -> "34 sequential/batch_normalization/FusedBatchNormV3"; -"26 batch_normalization/gamma" -> "27 sequential/batch_normalization/ReadVariableOp"; -"27 sequential/batch_normalization/ReadVariableOp" -> "34 sequential/batch_normalization/FusedBatchNormV3"; -"28 batch_normalization/beta" -> "29 sequential/batch_normalization/ReadVariableOp_1"; -"29 sequential/batch_normalization/ReadVariableOp_1" -> "34 sequential/batch_normalization/FusedBatchNormV3"; -"30 batch_normalization/moving_mean" -> "31 sequential/batch_normalization/FusedBatchNormV3/ReadVariableOp"; -"31 sequential/batch_normalization/FusedBatchNormV3/ReadVariableOp" -> "34 sequential/batch_normalization/FusedBatchNormV3"; -"32 batch_normalization/moving_variance" -> "33 sequential/batch_normalization/FusedBatchNormV3/ReadVariableOp_1"; -"33 sequential/batch_normalization/FusedBatchNormV3/ReadVariableOp_1" -> "34 sequential/batch_normalization/FusedBatchNormV3"; -"34 sequential/batch_normalization/FusedBatchNormV3" -> "43 sequential/FakeQuantize_2.0/dense/SymmQuant/FakeQuantWithMinMaxVars"; -"35 FakeQuantize_2.0/dense/FakeQuantize_2.0/dense_scale" -> "36 sequential/FakeQuantize_2.0/dense/SymmQuant/Abs/ReadVariableOp"; -"36 sequential/FakeQuantize_2.0/dense/SymmQuant/Abs/ReadVariableOp" -> "37 sequential/FakeQuantize_2.0/dense/SymmQuant/Abs"; -"37 sequential/FakeQuantize_2.0/dense/SymmQuant/Abs" -> "39 sequential/FakeQuantize_2.0/dense/SymmQuant/add"; -"38 sequential/FakeQuantize_2.0/dense/SymmQuant/add/y" -> "39 sequential/FakeQuantize_2.0/dense/SymmQuant/add"; -"39 sequential/FakeQuantize_2.0/dense/SymmQuant/add" -> "42 sequential/FakeQuantize_2.0/dense/SymmQuant/mul"; -"39 sequential/FakeQuantize_2.0/dense/SymmQuant/add" -> "43 sequential/FakeQuantize_2.0/dense/SymmQuant/FakeQuantWithMinMaxVars"; -"40 FakeQuantize_2.0/dense/FakeQuantize_2.0/dense_signed" -> "41 sequential/FakeQuantize_2.0/dense/SymmQuant/mul/ReadVariableOp"; -"41 sequential/FakeQuantize_2.0/dense/SymmQuant/mul/ReadVariableOp" -> "42 sequential/FakeQuantize_2.0/dense/SymmQuant/mul"; -"42 sequential/FakeQuantize_2.0/dense/SymmQuant/mul" -> "43 sequential/FakeQuantize_2.0/dense/SymmQuant/FakeQuantWithMinMaxVars"; -"43 sequential/FakeQuantize_2.0/dense/SymmQuant/FakeQuantWithMinMaxVars" -> "48 sequential/dense/Tensordot/Shape"; -"43 sequential/FakeQuantize_2.0/dense/SymmQuant/FakeQuantWithMinMaxVars" -> "60 sequential/dense/Tensordot/transpose"; -"44 dense/kernel" -> "45 sequential/dense/Tensordot/ReadVariableOp"; -"45 sequential/dense/Tensordot/ReadVariableOp" -> "62 sequential/dense/Tensordot/MatMul"; -"46 sequential/dense/Tensordot/axes" -> "52 sequential/dense/Tensordot/GatherV2_1"; -"46 sequential/dense/Tensordot/axes" -> "58 sequential/dense/Tensordot/concat"; -"47 sequential/dense/Tensordot/free" -> "50 sequential/dense/Tensordot/GatherV2"; -"47 sequential/dense/Tensordot/free" -> "58 sequential/dense/Tensordot/concat"; -"48 sequential/dense/Tensordot/Shape" -> "50 sequential/dense/Tensordot/GatherV2"; -"48 sequential/dense/Tensordot/Shape" -> "52 sequential/dense/Tensordot/GatherV2_1"; -"49 sequential/dense/Tensordot/GatherV2/axis" -> "50 sequential/dense/Tensordot/GatherV2"; -"50 sequential/dense/Tensordot/GatherV2" -> "54 sequential/dense/Tensordot/Prod"; -"50 sequential/dense/Tensordot/GatherV2" -> "65 sequential/dense/Tensordot/concat_1"; -"51 sequential/dense/Tensordot/GatherV2_1/axis" -> "52 sequential/dense/Tensordot/GatherV2_1"; -"52 sequential/dense/Tensordot/GatherV2_1" -> "56 sequential/dense/Tensordot/Prod_1"; -"53 sequential/dense/Tensordot/Const" -> "54 sequential/dense/Tensordot/Prod"; -"54 sequential/dense/Tensordot/Prod" -> "59 sequential/dense/Tensordot/stack"; -"55 sequential/dense/Tensordot/Const_1" -> "56 sequential/dense/Tensordot/Prod_1"; -"56 sequential/dense/Tensordot/Prod_1" -> "59 sequential/dense/Tensordot/stack"; -"57 sequential/dense/Tensordot/concat/axis" -> "58 sequential/dense/Tensordot/concat"; -"58 sequential/dense/Tensordot/concat" -> "60 sequential/dense/Tensordot/transpose"; -"59 sequential/dense/Tensordot/stack" -> "61 sequential/dense/Tensordot/Reshape"; -"60 sequential/dense/Tensordot/transpose" -> "61 sequential/dense/Tensordot/Reshape"; -"61 sequential/dense/Tensordot/Reshape" -> "62 sequential/dense/Tensordot/MatMul"; -"62 sequential/dense/Tensordot/MatMul" -> "66 sequential/dense/Tensordot"; -"63 sequential/dense/Tensordot/Const_2" -> "65 sequential/dense/Tensordot/concat_1"; -"64 sequential/dense/Tensordot/concat_1/axis" -> "65 sequential/dense/Tensordot/concat_1"; -"65 sequential/dense/Tensordot/concat_1" -> "66 sequential/dense/Tensordot"; -"66 sequential/dense/Tensordot" -> "69 sequential/dense/BiasAdd"; -"67 dense/bias" -> "68 sequential/dense/BiasAdd/ReadVariableOp"; -"68 sequential/dense/BiasAdd/ReadVariableOp" -> "69 sequential/dense/BiasAdd"; -"69 sequential/dense/BiasAdd" -> "70 sequential/dense/Relu"; -"70 sequential/dense/Relu" -> "71 Identity"; -} diff --git a/tests/tensorflow/data/reference_graphs/2.11/pruning/filter_pruning/densenet121.pb b/tests/tensorflow/data/reference_graphs/2.11/pruning/filter_pruning/densenet121.pb deleted file mode 120000 index 384b601b455..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.11/pruning/filter_pruning/densenet121.pb +++ /dev/null @@ -1 +0,0 @@ -../../../2.8/pruning/filter_pruning/densenet121.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.11/pruning/filter_pruning/densenet121.pb b/tests/tensorflow/data/reference_graphs/2.11/pruning/filter_pruning/densenet121.pb new file mode 100644 index 00000000000..0377d61e4eb --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.11/pruning/filter_pruning/densenet121.pb @@ -0,0 +1,3 @@ +version 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deleted file mode 120000 index e9e8ab7b53e..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.11/pruning/filter_pruning/sequential_model.pb +++ /dev/null @@ -1 +0,0 @@ -../../../2.8/pruning/filter_pruning/sequential_model.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.11/pruning/filter_pruning/sequential_model.pb b/tests/tensorflow/data/reference_graphs/2.11/pruning/filter_pruning/sequential_model.pb new file mode 100644 index 00000000000..0c3f6be20f4 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.11/pruning/filter_pruning/sequential_model.pb @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f9fd9b3673dc084c2c4b39a777a5527ebc3e784c7ad53dbb41fb358d5e8d0c43 +size 4677 diff --git a/tests/tensorflow/data/reference_graphs/2.11/pruning/filter_pruning/sequential_no_input_model.pb b/tests/tensorflow/data/reference_graphs/2.11/pruning/filter_pruning/sequential_no_input_model.pb deleted file mode 120000 index 71400e12186..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.11/pruning/filter_pruning/sequential_no_input_model.pb +++ /dev/null @@ -1 +0,0 @@ -../../../2.8/pruning/filter_pruning/sequential_no_input_model.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.11/pruning/filter_pruning/sequential_no_input_model.pb b/tests/tensorflow/data/reference_graphs/2.11/pruning/filter_pruning/sequential_no_input_model.pb new file mode 100644 index 00000000000..0c3f6be20f4 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.11/pruning/filter_pruning/sequential_no_input_model.pb @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f9fd9b3673dc084c2c4b39a777a5527ebc3e784c7ad53dbb41fb358d5e8d0c43 +size 4677 diff --git a/tests/tensorflow/data/reference_graphs/2.11/pruning/filter_pruning/shared_layers_model.pb b/tests/tensorflow/data/reference_graphs/2.11/pruning/filter_pruning/shared_layers_model.pb deleted file mode 120000 index 22e4964f020..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.11/pruning/filter_pruning/shared_layers_model.pb +++ /dev/null @@ -1 +0,0 @@ -../../../2.8/pruning/filter_pruning/shared_layers_model.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.11/pruning/filter_pruning/shared_layers_model.pb b/tests/tensorflow/data/reference_graphs/2.11/pruning/filter_pruning/shared_layers_model.pb new file mode 100644 index 00000000000..d96940526d5 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.11/pruning/filter_pruning/shared_layers_model.pb @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:85628abb86a1aaedf96c61aa208a9b7f495ffba2a1c37de783bda37e1f7cf9d4 +size 10478 diff --git a/tests/tensorflow/data/reference_graphs/2.11/pruning/filter_pruning/vgg16.pb b/tests/tensorflow/data/reference_graphs/2.11/pruning/filter_pruning/vgg16.pb deleted file mode 120000 index 58dbe2dcc99..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.11/pruning/filter_pruning/vgg16.pb +++ /dev/null @@ -1 +0,0 @@ -../../../2.8/pruning/filter_pruning/vgg16.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.11/pruning/filter_pruning/vgg16.pb b/tests/tensorflow/data/reference_graphs/2.11/pruning/filter_pruning/vgg16.pb new file mode 100644 index 00000000000..4d6c8c063c7 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.11/pruning/filter_pruning/vgg16.pb @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d6cd97eb25e5a4eb483e8805f446c6d39f3bcc8300d45617dd7972e9b2b2f552 +size 32526 diff --git a/tests/tensorflow/data/reference_graphs/2.11/pruning/filter_pruning/yolo_v4.pb b/tests/tensorflow/data/reference_graphs/2.11/pruning/filter_pruning/yolo_v4.pb deleted file mode 120000 index af38da2efaf..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.11/pruning/filter_pruning/yolo_v4.pb +++ /dev/null @@ -1 +0,0 @@ -../../../2.8/pruning/filter_pruning/yolo_v4.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.11/pruning/filter_pruning/yolo_v4.pb b/tests/tensorflow/data/reference_graphs/2.11/pruning/filter_pruning/yolo_v4.pb new file mode 100644 index 00000000000..7955c43e978 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.11/pruning/filter_pruning/yolo_v4.pb @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:804deef0dd17e1072bc9e60cbeadede6208f69831f4ef613f6636f5605c57b69 +size 688533 diff --git a/tests/tensorflow/data/reference_graphs/2.11/quantized/hw/CPU/mobilenet_v2.pb b/tests/tensorflow/data/reference_graphs/2.11/quantized/hw/CPU/mobilenet_v2.pb deleted file mode 120000 index e67dd10a6dc..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.11/quantized/hw/CPU/mobilenet_v2.pb +++ /dev/null @@ -1 +0,0 @@ -../../../../2.8/quantized/hw/CPU/mobilenet_v2.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.11/quantized/hw/CPU/mobilenet_v2.pb b/tests/tensorflow/data/reference_graphs/2.11/quantized/hw/CPU/mobilenet_v2.pb new file mode 100644 index 00000000000..a2c21759da6 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.11/quantized/hw/CPU/mobilenet_v2.pb @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:99011bbcd0b841a9d23692e7682edacc9cc521d39e7ad24d6e6c1d93f8f76471 +size 458124 diff --git a/tests/tensorflow/data/reference_graphs/2.11/quantized/hw/CPU/resnet50.pb b/tests/tensorflow/data/reference_graphs/2.11/quantized/hw/CPU/resnet50.pb deleted file mode 120000 index aa68d9c3278..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.11/quantized/hw/CPU/resnet50.pb +++ /dev/null @@ -1 +0,0 @@ -../../../../2.8/quantized/hw/CPU/resnet50.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.11/quantized/hw/CPU/resnet50.pb 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-> "803 maskrcnn/batch_normalization_22/ReadVariableOp"; +"803 maskrcnn/batch_normalization_22/ReadVariableOp" -> "810 maskrcnn/batch_normalization_22/FusedBatchNormV3"; +"804 maskrcnn/batch_normalization_22/ReadVariableOp_1/resource" -> "805 maskrcnn/batch_normalization_22/ReadVariableOp_1"; +"805 maskrcnn/batch_normalization_22/ReadVariableOp_1" -> "810 maskrcnn/batch_normalization_22/FusedBatchNormV3"; +"806 maskrcnn/batch_normalization_22/FusedBatchNormV3/ReadVariableOp/resource" -> "807 maskrcnn/batch_normalization_22/FusedBatchNormV3/ReadVariableOp"; +"807 maskrcnn/batch_normalization_22/FusedBatchNormV3/ReadVariableOp" -> "810 maskrcnn/batch_normalization_22/FusedBatchNormV3"; +"808 maskrcnn/batch_normalization_22/FusedBatchNormV3/ReadVariableOp_1/resource" -> "809 maskrcnn/batch_normalization_22/FusedBatchNormV3/ReadVariableOp_1"; +"809 maskrcnn/batch_normalization_22/FusedBatchNormV3/ReadVariableOp_1" -> "810 maskrcnn/batch_normalization_22/FusedBatchNormV3"; +"810 maskrcnn/batch_normalization_22/FusedBatchNormV3" -> "811 maskrcnn/tf.nn.relu_20/Relu"; +"811 maskrcnn/tf.nn.relu_20/Relu" -> "821 maskrcnn/tf.nn.relu_20/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"812 maskrcnn/tf.nn.relu_20/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "813 maskrcnn/tf.nn.relu_20/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"813 maskrcnn/tf.nn.relu_20/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "814 maskrcnn/tf.nn.relu_20/fake_quantize/AsymmQuant/Abs"; +"814 maskrcnn/tf.nn.relu_20/fake_quantize/AsymmQuant/Abs" -> "816 maskrcnn/tf.nn.relu_20/fake_quantize/AsymmQuant/add"; +"815 maskrcnn/tf.nn.relu_20/fake_quantize/AsymmQuant/add/y" -> "816 maskrcnn/tf.nn.relu_20/fake_quantize/AsymmQuant/add"; +"816 maskrcnn/tf.nn.relu_20/fake_quantize/AsymmQuant/add" -> "819 maskrcnn/tf.nn.relu_20/fake_quantize/AsymmQuant/add_1"; +"817 maskrcnn/tf.nn.relu_20/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "818 maskrcnn/tf.nn.relu_20/fake_quantize/AsymmQuant/ReadVariableOp"; +"817 maskrcnn/tf.nn.relu_20/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "820 maskrcnn/tf.nn.relu_20/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"818 maskrcnn/tf.nn.relu_20/fake_quantize/AsymmQuant/ReadVariableOp" -> "819 maskrcnn/tf.nn.relu_20/fake_quantize/AsymmQuant/add_1"; +"819 maskrcnn/tf.nn.relu_20/fake_quantize/AsymmQuant/add_1" -> "821 maskrcnn/tf.nn.relu_20/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"820 maskrcnn/tf.nn.relu_20/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "821 maskrcnn/tf.nn.relu_20/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"821 maskrcnn/tf.nn.relu_20/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "833 maskrcnn/conv2d_23/Conv2D"; +"822 maskrcnn/conv2d_23/SymmQuant/Abs/ReadVariableOp/resource" -> "823 maskrcnn/conv2d_23/SymmQuant/Abs/ReadVariableOp"; +"823 maskrcnn/conv2d_23/SymmQuant/Abs/ReadVariableOp" -> "824 maskrcnn/conv2d_23/SymmQuant/Abs"; +"824 maskrcnn/conv2d_23/SymmQuant/Abs" -> "826 maskrcnn/conv2d_23/SymmQuant/add"; +"825 maskrcnn/conv2d_23/SymmQuant/add/y" -> "826 maskrcnn/conv2d_23/SymmQuant/add"; +"826 maskrcnn/conv2d_23/SymmQuant/add" -> "829 maskrcnn/conv2d_23/SymmQuant/mul"; +"826 maskrcnn/conv2d_23/SymmQuant/add" -> "832 maskrcnn/conv2d_23/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"827 maskrcnn/conv2d_23/SymmQuant/mul/ReadVariableOp/resource" -> "828 maskrcnn/conv2d_23/SymmQuant/mul/ReadVariableOp"; +"828 maskrcnn/conv2d_23/SymmQuant/mul/ReadVariableOp" -> "829 maskrcnn/conv2d_23/SymmQuant/mul"; +"829 maskrcnn/conv2d_23/SymmQuant/mul" -> "832 maskrcnn/conv2d_23/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"830 maskrcnn/conv2d_23/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "831 maskrcnn/conv2d_23/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; +"831 maskrcnn/conv2d_23/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "832 maskrcnn/conv2d_23/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"832 maskrcnn/conv2d_23/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "833 maskrcnn/conv2d_23/Conv2D"; +"833 maskrcnn/conv2d_23/Conv2D" -> "842 maskrcnn/batch_normalization_23/FusedBatchNormV3"; +"834 maskrcnn/batch_normalization_23/ReadVariableOp/resource" -> "835 maskrcnn/batch_normalization_23/ReadVariableOp"; +"835 maskrcnn/batch_normalization_23/ReadVariableOp" -> "842 maskrcnn/batch_normalization_23/FusedBatchNormV3"; +"836 maskrcnn/batch_normalization_23/ReadVariableOp_1/resource" -> "837 maskrcnn/batch_normalization_23/ReadVariableOp_1"; +"837 maskrcnn/batch_normalization_23/ReadVariableOp_1" -> "842 maskrcnn/batch_normalization_23/FusedBatchNormV3"; +"838 maskrcnn/batch_normalization_23/FusedBatchNormV3/ReadVariableOp/resource" -> "839 maskrcnn/batch_normalization_23/FusedBatchNormV3/ReadVariableOp"; +"839 maskrcnn/batch_normalization_23/FusedBatchNormV3/ReadVariableOp" -> "842 maskrcnn/batch_normalization_23/FusedBatchNormV3"; +"840 maskrcnn/batch_normalization_23/FusedBatchNormV3/ReadVariableOp_1/resource" -> "841 maskrcnn/batch_normalization_23/FusedBatchNormV3/ReadVariableOp_1"; +"841 maskrcnn/batch_normalization_23/FusedBatchNormV3/ReadVariableOp_1" -> "842 maskrcnn/batch_normalization_23/FusedBatchNormV3"; +"842 maskrcnn/batch_normalization_23/FusedBatchNormV3" -> "852 maskrcnn/batch_normalization_23/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"843 maskrcnn/batch_normalization_23/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "844 maskrcnn/batch_normalization_23/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"844 maskrcnn/batch_normalization_23/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "845 maskrcnn/batch_normalization_23/fake_quantize/AsymmQuant/Abs"; +"845 maskrcnn/batch_normalization_23/fake_quantize/AsymmQuant/Abs" -> "847 maskrcnn/batch_normalization_23/fake_quantize/AsymmQuant/add"; +"846 maskrcnn/batch_normalization_23/fake_quantize/AsymmQuant/add/y" -> "847 maskrcnn/batch_normalization_23/fake_quantize/AsymmQuant/add"; +"847 maskrcnn/batch_normalization_23/fake_quantize/AsymmQuant/add" -> "850 maskrcnn/batch_normalization_23/fake_quantize/AsymmQuant/add_1"; +"848 maskrcnn/batch_normalization_23/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "849 maskrcnn/batch_normalization_23/fake_quantize/AsymmQuant/ReadVariableOp"; +"848 maskrcnn/batch_normalization_23/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "851 maskrcnn/batch_normalization_23/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"849 maskrcnn/batch_normalization_23/fake_quantize/AsymmQuant/ReadVariableOp" -> "850 maskrcnn/batch_normalization_23/fake_quantize/AsymmQuant/add_1"; +"850 maskrcnn/batch_normalization_23/fake_quantize/AsymmQuant/add_1" -> "852 maskrcnn/batch_normalization_23/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"851 maskrcnn/batch_normalization_23/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "852 maskrcnn/batch_normalization_23/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"852 maskrcnn/batch_normalization_23/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "853 maskrcnn/tf.__operators__.add_6/AddV2"; +"853 maskrcnn/tf.__operators__.add_6/AddV2" -> "854 maskrcnn/tf.nn.relu_21/Relu"; +"854 maskrcnn/tf.nn.relu_21/Relu" -> "864 maskrcnn/tf.nn.relu_21/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"855 maskrcnn/tf.nn.relu_21/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "856 maskrcnn/tf.nn.relu_21/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"856 maskrcnn/tf.nn.relu_21/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "857 maskrcnn/tf.nn.relu_21/fake_quantize/AsymmQuant/Abs"; +"857 maskrcnn/tf.nn.relu_21/fake_quantize/AsymmQuant/Abs" -> "859 maskrcnn/tf.nn.relu_21/fake_quantize/AsymmQuant/add"; +"858 maskrcnn/tf.nn.relu_21/fake_quantize/AsymmQuant/add/y" -> "859 maskrcnn/tf.nn.relu_21/fake_quantize/AsymmQuant/add"; +"859 maskrcnn/tf.nn.relu_21/fake_quantize/AsymmQuant/add" -> "862 maskrcnn/tf.nn.relu_21/fake_quantize/AsymmQuant/add_1"; +"860 maskrcnn/tf.nn.relu_21/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "861 maskrcnn/tf.nn.relu_21/fake_quantize/AsymmQuant/ReadVariableOp"; +"860 maskrcnn/tf.nn.relu_21/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "863 maskrcnn/tf.nn.relu_21/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"861 maskrcnn/tf.nn.relu_21/fake_quantize/AsymmQuant/ReadVariableOp" -> "862 maskrcnn/tf.nn.relu_21/fake_quantize/AsymmQuant/add_1"; +"862 maskrcnn/tf.nn.relu_21/fake_quantize/AsymmQuant/add_1" -> "864 maskrcnn/tf.nn.relu_21/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"863 maskrcnn/tf.nn.relu_21/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "864 maskrcnn/tf.nn.relu_21/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"864 maskrcnn/tf.nn.relu_21/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "865 maskrcnn/tf.identity_3/Identity"; +"865 maskrcnn/tf.identity_3/Identity" -> "877 maskrcnn/conv2d_25/Conv2D"; +"865 maskrcnn/tf.identity_3/Identity" -> "923 maskrcnn/tf.compat.v1.pad_3/Pad"; +"865 maskrcnn/tf.identity_3/Identity" -> "1987 maskrcnn/l3/Conv2D"; +"866 maskrcnn/conv2d_25/SymmQuant/Abs/ReadVariableOp/resource" -> "867 maskrcnn/conv2d_25/SymmQuant/Abs/ReadVariableOp"; +"867 maskrcnn/conv2d_25/SymmQuant/Abs/ReadVariableOp" -> "868 maskrcnn/conv2d_25/SymmQuant/Abs"; +"868 maskrcnn/conv2d_25/SymmQuant/Abs" -> "870 maskrcnn/conv2d_25/SymmQuant/add"; +"869 maskrcnn/conv2d_25/SymmQuant/add/y" -> "870 maskrcnn/conv2d_25/SymmQuant/add"; +"870 maskrcnn/conv2d_25/SymmQuant/add" -> "873 maskrcnn/conv2d_25/SymmQuant/mul"; +"870 maskrcnn/conv2d_25/SymmQuant/add" -> "876 maskrcnn/conv2d_25/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"871 maskrcnn/conv2d_25/SymmQuant/mul/ReadVariableOp/resource" -> "872 maskrcnn/conv2d_25/SymmQuant/mul/ReadVariableOp"; +"872 maskrcnn/conv2d_25/SymmQuant/mul/ReadVariableOp" -> "873 maskrcnn/conv2d_25/SymmQuant/mul"; +"873 maskrcnn/conv2d_25/SymmQuant/mul" -> "876 maskrcnn/conv2d_25/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"874 maskrcnn/conv2d_25/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "875 maskrcnn/conv2d_25/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; +"875 maskrcnn/conv2d_25/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "876 maskrcnn/conv2d_25/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"876 maskrcnn/conv2d_25/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "877 maskrcnn/conv2d_25/Conv2D"; +"877 maskrcnn/conv2d_25/Conv2D" -> "886 maskrcnn/batch_normalization_25/FusedBatchNormV3"; +"878 maskrcnn/batch_normalization_25/ReadVariableOp/resource" -> "879 maskrcnn/batch_normalization_25/ReadVariableOp"; +"879 maskrcnn/batch_normalization_25/ReadVariableOp" -> "886 maskrcnn/batch_normalization_25/FusedBatchNormV3"; +"880 maskrcnn/batch_normalization_25/ReadVariableOp_1/resource" -> "881 maskrcnn/batch_normalization_25/ReadVariableOp_1"; +"881 maskrcnn/batch_normalization_25/ReadVariableOp_1" -> "886 maskrcnn/batch_normalization_25/FusedBatchNormV3"; +"882 maskrcnn/batch_normalization_25/FusedBatchNormV3/ReadVariableOp/resource" -> "883 maskrcnn/batch_normalization_25/FusedBatchNormV3/ReadVariableOp"; +"883 maskrcnn/batch_normalization_25/FusedBatchNormV3/ReadVariableOp" -> "886 maskrcnn/batch_normalization_25/FusedBatchNormV3"; +"884 maskrcnn/batch_normalization_25/FusedBatchNormV3/ReadVariableOp_1/resource" -> "885 maskrcnn/batch_normalization_25/FusedBatchNormV3/ReadVariableOp_1"; +"885 maskrcnn/batch_normalization_25/FusedBatchNormV3/ReadVariableOp_1" -> "886 maskrcnn/batch_normalization_25/FusedBatchNormV3"; +"886 maskrcnn/batch_normalization_25/FusedBatchNormV3" -> "887 maskrcnn/tf.nn.relu_22/Relu"; +"887 maskrcnn/tf.nn.relu_22/Relu" -> "897 maskrcnn/tf.nn.relu_22/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"888 maskrcnn/tf.nn.relu_22/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "889 maskrcnn/tf.nn.relu_22/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"889 maskrcnn/tf.nn.relu_22/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "890 maskrcnn/tf.nn.relu_22/fake_quantize/AsymmQuant/Abs"; +"890 maskrcnn/tf.nn.relu_22/fake_quantize/AsymmQuant/Abs" -> "892 maskrcnn/tf.nn.relu_22/fake_quantize/AsymmQuant/add"; +"891 maskrcnn/tf.nn.relu_22/fake_quantize/AsymmQuant/add/y" -> "892 maskrcnn/tf.nn.relu_22/fake_quantize/AsymmQuant/add"; +"892 maskrcnn/tf.nn.relu_22/fake_quantize/AsymmQuant/add" -> "895 maskrcnn/tf.nn.relu_22/fake_quantize/AsymmQuant/add_1"; +"893 maskrcnn/tf.nn.relu_22/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "894 maskrcnn/tf.nn.relu_22/fake_quantize/AsymmQuant/ReadVariableOp"; +"893 maskrcnn/tf.nn.relu_22/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "896 maskrcnn/tf.nn.relu_22/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"894 maskrcnn/tf.nn.relu_22/fake_quantize/AsymmQuant/ReadVariableOp" -> "895 maskrcnn/tf.nn.relu_22/fake_quantize/AsymmQuant/add_1"; +"895 maskrcnn/tf.nn.relu_22/fake_quantize/AsymmQuant/add_1" -> "897 maskrcnn/tf.nn.relu_22/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"896 maskrcnn/tf.nn.relu_22/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "897 maskrcnn/tf.nn.relu_22/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"897 maskrcnn/tf.nn.relu_22/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "899 maskrcnn/tf.compat.v1.pad_4/Pad"; +"898 maskrcnn/tf.compat.v1.pad_4/Pad/paddings" -> "899 maskrcnn/tf.compat.v1.pad_4/Pad"; +"899 maskrcnn/tf.compat.v1.pad_4/Pad" -> "911 maskrcnn/conv2d_26/Conv2D"; +"900 maskrcnn/conv2d_26/SymmQuant/Abs/ReadVariableOp/resource" -> "901 maskrcnn/conv2d_26/SymmQuant/Abs/ReadVariableOp"; +"901 maskrcnn/conv2d_26/SymmQuant/Abs/ReadVariableOp" -> "902 maskrcnn/conv2d_26/SymmQuant/Abs"; +"902 maskrcnn/conv2d_26/SymmQuant/Abs" -> "904 maskrcnn/conv2d_26/SymmQuant/add"; +"903 maskrcnn/conv2d_26/SymmQuant/add/y" -> "904 maskrcnn/conv2d_26/SymmQuant/add"; +"904 maskrcnn/conv2d_26/SymmQuant/add" -> "907 maskrcnn/conv2d_26/SymmQuant/mul"; +"904 maskrcnn/conv2d_26/SymmQuant/add" -> "910 maskrcnn/conv2d_26/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"905 maskrcnn/conv2d_26/SymmQuant/mul/ReadVariableOp/resource" -> "906 maskrcnn/conv2d_26/SymmQuant/mul/ReadVariableOp"; +"906 maskrcnn/conv2d_26/SymmQuant/mul/ReadVariableOp" -> "907 maskrcnn/conv2d_26/SymmQuant/mul"; +"907 maskrcnn/conv2d_26/SymmQuant/mul" -> "910 maskrcnn/conv2d_26/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"908 maskrcnn/conv2d_26/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "909 maskrcnn/conv2d_26/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; +"909 maskrcnn/conv2d_26/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "910 maskrcnn/conv2d_26/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"910 maskrcnn/conv2d_26/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "911 maskrcnn/conv2d_26/Conv2D"; +"911 maskrcnn/conv2d_26/Conv2D" -> "920 maskrcnn/batch_normalization_26/FusedBatchNormV3"; +"912 maskrcnn/batch_normalization_26/ReadVariableOp/resource" -> "913 maskrcnn/batch_normalization_26/ReadVariableOp"; +"913 maskrcnn/batch_normalization_26/ReadVariableOp" -> "920 maskrcnn/batch_normalization_26/FusedBatchNormV3"; +"914 maskrcnn/batch_normalization_26/ReadVariableOp_1/resource" -> "915 maskrcnn/batch_normalization_26/ReadVariableOp_1"; +"915 maskrcnn/batch_normalization_26/ReadVariableOp_1" -> "920 maskrcnn/batch_normalization_26/FusedBatchNormV3"; +"916 maskrcnn/batch_normalization_26/FusedBatchNormV3/ReadVariableOp/resource" -> "917 maskrcnn/batch_normalization_26/FusedBatchNormV3/ReadVariableOp"; +"917 maskrcnn/batch_normalization_26/FusedBatchNormV3/ReadVariableOp" -> "920 maskrcnn/batch_normalization_26/FusedBatchNormV3"; +"918 maskrcnn/batch_normalization_26/FusedBatchNormV3/ReadVariableOp_1/resource" -> "919 maskrcnn/batch_normalization_26/FusedBatchNormV3/ReadVariableOp_1"; +"919 maskrcnn/batch_normalization_26/FusedBatchNormV3/ReadVariableOp_1" -> "920 maskrcnn/batch_normalization_26/FusedBatchNormV3"; +"920 maskrcnn/batch_normalization_26/FusedBatchNormV3" -> "921 maskrcnn/tf.nn.relu_23/Relu"; +"921 maskrcnn/tf.nn.relu_23/Relu" -> "933 maskrcnn/tf.nn.relu_23/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"922 maskrcnn/tf.compat.v1.pad_3/Pad/paddings" -> "923 maskrcnn/tf.compat.v1.pad_3/Pad"; +"923 maskrcnn/tf.compat.v1.pad_3/Pad" -> "945 maskrcnn/conv2d_24/Conv2D"; +"924 maskrcnn/tf.nn.relu_23/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "925 maskrcnn/tf.nn.relu_23/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"925 maskrcnn/tf.nn.relu_23/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "926 maskrcnn/tf.nn.relu_23/fake_quantize/AsymmQuant/Abs"; +"926 maskrcnn/tf.nn.relu_23/fake_quantize/AsymmQuant/Abs" -> "928 maskrcnn/tf.nn.relu_23/fake_quantize/AsymmQuant/add"; +"927 maskrcnn/tf.nn.relu_23/fake_quantize/AsymmQuant/add/y" -> "928 maskrcnn/tf.nn.relu_23/fake_quantize/AsymmQuant/add"; +"928 maskrcnn/tf.nn.relu_23/fake_quantize/AsymmQuant/add" -> "931 maskrcnn/tf.nn.relu_23/fake_quantize/AsymmQuant/add_1"; +"929 maskrcnn/tf.nn.relu_23/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "930 maskrcnn/tf.nn.relu_23/fake_quantize/AsymmQuant/ReadVariableOp"; +"929 maskrcnn/tf.nn.relu_23/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "932 maskrcnn/tf.nn.relu_23/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"930 maskrcnn/tf.nn.relu_23/fake_quantize/AsymmQuant/ReadVariableOp" -> "931 maskrcnn/tf.nn.relu_23/fake_quantize/AsymmQuant/add_1"; +"931 maskrcnn/tf.nn.relu_23/fake_quantize/AsymmQuant/add_1" -> "933 maskrcnn/tf.nn.relu_23/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"932 maskrcnn/tf.nn.relu_23/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "933 maskrcnn/tf.nn.relu_23/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"933 maskrcnn/tf.nn.relu_23/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "957 maskrcnn/conv2d_27/Conv2D"; +"934 maskrcnn/conv2d_24/SymmQuant/Abs/ReadVariableOp/resource" -> "935 maskrcnn/conv2d_24/SymmQuant/Abs/ReadVariableOp"; +"935 maskrcnn/conv2d_24/SymmQuant/Abs/ReadVariableOp" -> "936 maskrcnn/conv2d_24/SymmQuant/Abs"; +"936 maskrcnn/conv2d_24/SymmQuant/Abs" -> "938 maskrcnn/conv2d_24/SymmQuant/add"; +"937 maskrcnn/conv2d_24/SymmQuant/add/y" -> "938 maskrcnn/conv2d_24/SymmQuant/add"; +"938 maskrcnn/conv2d_24/SymmQuant/add" -> "941 maskrcnn/conv2d_24/SymmQuant/mul"; +"938 maskrcnn/conv2d_24/SymmQuant/add" -> "944 maskrcnn/conv2d_24/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"939 maskrcnn/conv2d_24/SymmQuant/mul/ReadVariableOp/resource" -> "940 maskrcnn/conv2d_24/SymmQuant/mul/ReadVariableOp"; +"940 maskrcnn/conv2d_24/SymmQuant/mul/ReadVariableOp" -> "941 maskrcnn/conv2d_24/SymmQuant/mul"; +"941 maskrcnn/conv2d_24/SymmQuant/mul" -> "944 maskrcnn/conv2d_24/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"942 maskrcnn/conv2d_24/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "943 maskrcnn/conv2d_24/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; +"943 maskrcnn/conv2d_24/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "944 maskrcnn/conv2d_24/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"944 maskrcnn/conv2d_24/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "945 maskrcnn/conv2d_24/Conv2D"; +"945 maskrcnn/conv2d_24/Conv2D" -> "966 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maskrcnn/conv2d_30/SymmQuant/Abs" -> "1076 maskrcnn/conv2d_30/SymmQuant/add"; +"1075 maskrcnn/conv2d_30/SymmQuant/add/y" -> "1076 maskrcnn/conv2d_30/SymmQuant/add"; +"1076 maskrcnn/conv2d_30/SymmQuant/add" -> "1079 maskrcnn/conv2d_30/SymmQuant/mul"; +"1076 maskrcnn/conv2d_30/SymmQuant/add" -> "1082 maskrcnn/conv2d_30/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"1077 maskrcnn/conv2d_30/SymmQuant/mul/ReadVariableOp/resource" -> "1078 maskrcnn/conv2d_30/SymmQuant/mul/ReadVariableOp"; +"1078 maskrcnn/conv2d_30/SymmQuant/mul/ReadVariableOp" -> "1079 maskrcnn/conv2d_30/SymmQuant/mul"; +"1079 maskrcnn/conv2d_30/SymmQuant/mul" -> "1082 maskrcnn/conv2d_30/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"1080 maskrcnn/conv2d_30/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1081 maskrcnn/conv2d_30/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; +"1081 maskrcnn/conv2d_30/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1082 maskrcnn/conv2d_30/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"1082 maskrcnn/conv2d_30/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1083 maskrcnn/conv2d_30/Conv2D"; +"1083 maskrcnn/conv2d_30/Conv2D" -> "1092 maskrcnn/batch_normalization_30/FusedBatchNormV3"; +"1084 maskrcnn/batch_normalization_30/ReadVariableOp/resource" -> "1085 maskrcnn/batch_normalization_30/ReadVariableOp"; +"1085 maskrcnn/batch_normalization_30/ReadVariableOp" -> "1092 maskrcnn/batch_normalization_30/FusedBatchNormV3"; +"1086 maskrcnn/batch_normalization_30/ReadVariableOp_1/resource" -> "1087 maskrcnn/batch_normalization_30/ReadVariableOp_1"; +"1087 maskrcnn/batch_normalization_30/ReadVariableOp_1" -> "1092 maskrcnn/batch_normalization_30/FusedBatchNormV3"; +"1088 maskrcnn/batch_normalization_30/FusedBatchNormV3/ReadVariableOp/resource" -> "1089 maskrcnn/batch_normalization_30/FusedBatchNormV3/ReadVariableOp"; +"1089 maskrcnn/batch_normalization_30/FusedBatchNormV3/ReadVariableOp" -> "1092 maskrcnn/batch_normalization_30/FusedBatchNormV3"; +"1090 maskrcnn/batch_normalization_30/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1091 maskrcnn/batch_normalization_30/FusedBatchNormV3/ReadVariableOp_1"; +"1091 maskrcnn/batch_normalization_30/FusedBatchNormV3/ReadVariableOp_1" -> "1092 maskrcnn/batch_normalization_30/FusedBatchNormV3"; +"1092 maskrcnn/batch_normalization_30/FusedBatchNormV3" -> "1102 maskrcnn/batch_normalization_30/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1093 maskrcnn/batch_normalization_30/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1094 maskrcnn/batch_normalization_30/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"1094 maskrcnn/batch_normalization_30/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1095 maskrcnn/batch_normalization_30/fake_quantize/AsymmQuant/Abs"; +"1095 maskrcnn/batch_normalization_30/fake_quantize/AsymmQuant/Abs" -> "1097 maskrcnn/batch_normalization_30/fake_quantize/AsymmQuant/add"; +"1096 maskrcnn/batch_normalization_30/fake_quantize/AsymmQuant/add/y" -> "1097 maskrcnn/batch_normalization_30/fake_quantize/AsymmQuant/add"; +"1097 maskrcnn/batch_normalization_30/fake_quantize/AsymmQuant/add" -> "1100 maskrcnn/batch_normalization_30/fake_quantize/AsymmQuant/add_1"; +"1098 maskrcnn/batch_normalization_30/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1099 maskrcnn/batch_normalization_30/fake_quantize/AsymmQuant/ReadVariableOp"; +"1098 maskrcnn/batch_normalization_30/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1101 maskrcnn/batch_normalization_30/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"1099 maskrcnn/batch_normalization_30/fake_quantize/AsymmQuant/ReadVariableOp" -> "1100 maskrcnn/batch_normalization_30/fake_quantize/AsymmQuant/add_1"; +"1100 maskrcnn/batch_normalization_30/fake_quantize/AsymmQuant/add_1" -> "1102 maskrcnn/batch_normalization_30/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1101 maskrcnn/batch_normalization_30/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1102 maskrcnn/batch_normalization_30/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1102 maskrcnn/batch_normalization_30/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1103 maskrcnn/tf.__operators__.add_8/AddV2"; +"1103 maskrcnn/tf.__operators__.add_8/AddV2" -> "1104 maskrcnn/tf.nn.relu_27/Relu"; +"1104 maskrcnn/tf.nn.relu_27/Relu" -> "1114 maskrcnn/tf.nn.relu_27/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1105 maskrcnn/tf.nn.relu_27/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1106 maskrcnn/tf.nn.relu_27/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"1106 maskrcnn/tf.nn.relu_27/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1107 maskrcnn/tf.nn.relu_27/fake_quantize/AsymmQuant/Abs"; +"1107 maskrcnn/tf.nn.relu_27/fake_quantize/AsymmQuant/Abs" -> "1109 maskrcnn/tf.nn.relu_27/fake_quantize/AsymmQuant/add"; +"1108 maskrcnn/tf.nn.relu_27/fake_quantize/AsymmQuant/add/y" -> "1109 maskrcnn/tf.nn.relu_27/fake_quantize/AsymmQuant/add"; +"1109 maskrcnn/tf.nn.relu_27/fake_quantize/AsymmQuant/add" -> "1112 maskrcnn/tf.nn.relu_27/fake_quantize/AsymmQuant/add_1"; +"1110 maskrcnn/tf.nn.relu_27/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1111 maskrcnn/tf.nn.relu_27/fake_quantize/AsymmQuant/ReadVariableOp"; +"1110 maskrcnn/tf.nn.relu_27/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1113 maskrcnn/tf.nn.relu_27/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"1111 maskrcnn/tf.nn.relu_27/fake_quantize/AsymmQuant/ReadVariableOp" -> "1112 maskrcnn/tf.nn.relu_27/fake_quantize/AsymmQuant/add_1"; +"1112 maskrcnn/tf.nn.relu_27/fake_quantize/AsymmQuant/add_1" -> "1114 maskrcnn/tf.nn.relu_27/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1113 maskrcnn/tf.nn.relu_27/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1114 maskrcnn/tf.nn.relu_27/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1114 maskrcnn/tf.nn.relu_27/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1126 maskrcnn/conv2d_31/Conv2D"; +"1114 maskrcnn/tf.nn.relu_27/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1210 maskrcnn/tf.__operators__.add_9/AddV2"; +"1115 maskrcnn/conv2d_31/SymmQuant/Abs/ReadVariableOp/resource" -> "1116 maskrcnn/conv2d_31/SymmQuant/Abs/ReadVariableOp"; +"1116 maskrcnn/conv2d_31/SymmQuant/Abs/ReadVariableOp" -> "1117 maskrcnn/conv2d_31/SymmQuant/Abs"; +"1117 maskrcnn/conv2d_31/SymmQuant/Abs" -> "1119 maskrcnn/conv2d_31/SymmQuant/add"; +"1118 maskrcnn/conv2d_31/SymmQuant/add/y" -> "1119 maskrcnn/conv2d_31/SymmQuant/add"; +"1119 maskrcnn/conv2d_31/SymmQuant/add" -> "1122 maskrcnn/conv2d_31/SymmQuant/mul"; +"1119 maskrcnn/conv2d_31/SymmQuant/add" -> "1125 maskrcnn/conv2d_31/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"1120 maskrcnn/conv2d_31/SymmQuant/mul/ReadVariableOp/resource" -> "1121 maskrcnn/conv2d_31/SymmQuant/mul/ReadVariableOp"; +"1121 maskrcnn/conv2d_31/SymmQuant/mul/ReadVariableOp" -> "1122 maskrcnn/conv2d_31/SymmQuant/mul"; +"1122 maskrcnn/conv2d_31/SymmQuant/mul" -> "1125 maskrcnn/conv2d_31/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"1123 maskrcnn/conv2d_31/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1124 maskrcnn/conv2d_31/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; +"1124 maskrcnn/conv2d_31/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1125 maskrcnn/conv2d_31/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"1125 maskrcnn/conv2d_31/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1126 maskrcnn/conv2d_31/Conv2D"; +"1126 maskrcnn/conv2d_31/Conv2D" -> "1135 maskrcnn/batch_normalization_31/FusedBatchNormV3"; +"1127 maskrcnn/batch_normalization_31/ReadVariableOp/resource" -> "1128 maskrcnn/batch_normalization_31/ReadVariableOp"; +"1128 maskrcnn/batch_normalization_31/ReadVariableOp" -> "1135 maskrcnn/batch_normalization_31/FusedBatchNormV3"; +"1129 maskrcnn/batch_normalization_31/ReadVariableOp_1/resource" -> "1130 maskrcnn/batch_normalization_31/ReadVariableOp_1"; +"1130 maskrcnn/batch_normalization_31/ReadVariableOp_1" -> "1135 maskrcnn/batch_normalization_31/FusedBatchNormV3"; +"1131 maskrcnn/batch_normalization_31/FusedBatchNormV3/ReadVariableOp/resource" -> "1132 maskrcnn/batch_normalization_31/FusedBatchNormV3/ReadVariableOp"; +"1132 maskrcnn/batch_normalization_31/FusedBatchNormV3/ReadVariableOp" -> "1135 maskrcnn/batch_normalization_31/FusedBatchNormV3"; +"1133 maskrcnn/batch_normalization_31/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1134 maskrcnn/batch_normalization_31/FusedBatchNormV3/ReadVariableOp_1"; +"1134 maskrcnn/batch_normalization_31/FusedBatchNormV3/ReadVariableOp_1" -> "1135 maskrcnn/batch_normalization_31/FusedBatchNormV3"; +"1135 maskrcnn/batch_normalization_31/FusedBatchNormV3" -> "1136 maskrcnn/tf.nn.relu_28/Relu"; +"1136 maskrcnn/tf.nn.relu_28/Relu" -> "1146 maskrcnn/tf.nn.relu_28/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1137 maskrcnn/tf.nn.relu_28/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1138 maskrcnn/tf.nn.relu_28/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"1138 maskrcnn/tf.nn.relu_28/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1139 maskrcnn/tf.nn.relu_28/fake_quantize/AsymmQuant/Abs"; +"1139 maskrcnn/tf.nn.relu_28/fake_quantize/AsymmQuant/Abs" -> "1141 maskrcnn/tf.nn.relu_28/fake_quantize/AsymmQuant/add"; +"1140 maskrcnn/tf.nn.relu_28/fake_quantize/AsymmQuant/add/y" -> "1141 maskrcnn/tf.nn.relu_28/fake_quantize/AsymmQuant/add"; +"1141 maskrcnn/tf.nn.relu_28/fake_quantize/AsymmQuant/add" -> "1144 maskrcnn/tf.nn.relu_28/fake_quantize/AsymmQuant/add_1"; +"1142 maskrcnn/tf.nn.relu_28/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1143 maskrcnn/tf.nn.relu_28/fake_quantize/AsymmQuant/ReadVariableOp"; +"1142 maskrcnn/tf.nn.relu_28/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1145 maskrcnn/tf.nn.relu_28/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"1143 maskrcnn/tf.nn.relu_28/fake_quantize/AsymmQuant/ReadVariableOp" -> "1144 maskrcnn/tf.nn.relu_28/fake_quantize/AsymmQuant/add_1"; +"1144 maskrcnn/tf.nn.relu_28/fake_quantize/AsymmQuant/add_1" -> "1146 maskrcnn/tf.nn.relu_28/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1145 maskrcnn/tf.nn.relu_28/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1146 maskrcnn/tf.nn.relu_28/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1146 maskrcnn/tf.nn.relu_28/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1158 maskrcnn/conv2d_32/Conv2D"; +"1147 maskrcnn/conv2d_32/SymmQuant/Abs/ReadVariableOp/resource" -> "1148 maskrcnn/conv2d_32/SymmQuant/Abs/ReadVariableOp"; +"1148 maskrcnn/conv2d_32/SymmQuant/Abs/ReadVariableOp" -> "1149 maskrcnn/conv2d_32/SymmQuant/Abs"; +"1149 maskrcnn/conv2d_32/SymmQuant/Abs" -> "1151 maskrcnn/conv2d_32/SymmQuant/add"; +"1150 maskrcnn/conv2d_32/SymmQuant/add/y" -> "1151 maskrcnn/conv2d_32/SymmQuant/add"; +"1151 maskrcnn/conv2d_32/SymmQuant/add" -> "1154 maskrcnn/conv2d_32/SymmQuant/mul"; +"1151 maskrcnn/conv2d_32/SymmQuant/add" -> "1157 maskrcnn/conv2d_32/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"1152 maskrcnn/conv2d_32/SymmQuant/mul/ReadVariableOp/resource" -> "1153 maskrcnn/conv2d_32/SymmQuant/mul/ReadVariableOp"; +"1153 maskrcnn/conv2d_32/SymmQuant/mul/ReadVariableOp" -> "1154 maskrcnn/conv2d_32/SymmQuant/mul"; +"1154 maskrcnn/conv2d_32/SymmQuant/mul" -> "1157 maskrcnn/conv2d_32/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"1155 maskrcnn/conv2d_32/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1156 maskrcnn/conv2d_32/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; +"1156 maskrcnn/conv2d_32/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1157 maskrcnn/conv2d_32/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"1157 maskrcnn/conv2d_32/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1158 maskrcnn/conv2d_32/Conv2D"; +"1158 maskrcnn/conv2d_32/Conv2D" -> "1167 maskrcnn/batch_normalization_32/FusedBatchNormV3"; +"1159 maskrcnn/batch_normalization_32/ReadVariableOp/resource" -> "1160 maskrcnn/batch_normalization_32/ReadVariableOp"; +"1160 maskrcnn/batch_normalization_32/ReadVariableOp" -> "1167 maskrcnn/batch_normalization_32/FusedBatchNormV3"; +"1161 maskrcnn/batch_normalization_32/ReadVariableOp_1/resource" -> "1162 maskrcnn/batch_normalization_32/ReadVariableOp_1"; +"1162 maskrcnn/batch_normalization_32/ReadVariableOp_1" -> "1167 maskrcnn/batch_normalization_32/FusedBatchNormV3"; +"1163 maskrcnn/batch_normalization_32/FusedBatchNormV3/ReadVariableOp/resource" -> "1164 maskrcnn/batch_normalization_32/FusedBatchNormV3/ReadVariableOp"; +"1164 maskrcnn/batch_normalization_32/FusedBatchNormV3/ReadVariableOp" -> "1167 maskrcnn/batch_normalization_32/FusedBatchNormV3"; +"1165 maskrcnn/batch_normalization_32/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1166 maskrcnn/batch_normalization_32/FusedBatchNormV3/ReadVariableOp_1"; +"1166 maskrcnn/batch_normalization_32/FusedBatchNormV3/ReadVariableOp_1" -> "1167 maskrcnn/batch_normalization_32/FusedBatchNormV3"; +"1167 maskrcnn/batch_normalization_32/FusedBatchNormV3" -> "1168 maskrcnn/tf.nn.relu_29/Relu"; +"1168 maskrcnn/tf.nn.relu_29/Relu" -> "1178 maskrcnn/tf.nn.relu_29/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1169 maskrcnn/tf.nn.relu_29/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1170 maskrcnn/tf.nn.relu_29/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"1170 maskrcnn/tf.nn.relu_29/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1171 maskrcnn/tf.nn.relu_29/fake_quantize/AsymmQuant/Abs"; +"1171 maskrcnn/tf.nn.relu_29/fake_quantize/AsymmQuant/Abs" -> "1173 maskrcnn/tf.nn.relu_29/fake_quantize/AsymmQuant/add"; +"1172 maskrcnn/tf.nn.relu_29/fake_quantize/AsymmQuant/add/y" -> "1173 maskrcnn/tf.nn.relu_29/fake_quantize/AsymmQuant/add"; +"1173 maskrcnn/tf.nn.relu_29/fake_quantize/AsymmQuant/add" -> "1176 maskrcnn/tf.nn.relu_29/fake_quantize/AsymmQuant/add_1"; +"1174 maskrcnn/tf.nn.relu_29/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1175 maskrcnn/tf.nn.relu_29/fake_quantize/AsymmQuant/ReadVariableOp"; +"1174 maskrcnn/tf.nn.relu_29/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1177 maskrcnn/tf.nn.relu_29/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"1175 maskrcnn/tf.nn.relu_29/fake_quantize/AsymmQuant/ReadVariableOp" -> "1176 maskrcnn/tf.nn.relu_29/fake_quantize/AsymmQuant/add_1"; +"1176 maskrcnn/tf.nn.relu_29/fake_quantize/AsymmQuant/add_1" -> "1178 maskrcnn/tf.nn.relu_29/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1177 maskrcnn/tf.nn.relu_29/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1178 maskrcnn/tf.nn.relu_29/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1178 maskrcnn/tf.nn.relu_29/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1190 maskrcnn/conv2d_33/Conv2D"; +"1179 maskrcnn/conv2d_33/SymmQuant/Abs/ReadVariableOp/resource" -> "1180 maskrcnn/conv2d_33/SymmQuant/Abs/ReadVariableOp"; +"1180 maskrcnn/conv2d_33/SymmQuant/Abs/ReadVariableOp" -> "1181 maskrcnn/conv2d_33/SymmQuant/Abs"; +"1181 maskrcnn/conv2d_33/SymmQuant/Abs" -> "1183 maskrcnn/conv2d_33/SymmQuant/add"; +"1182 maskrcnn/conv2d_33/SymmQuant/add/y" -> "1183 maskrcnn/conv2d_33/SymmQuant/add"; +"1183 maskrcnn/conv2d_33/SymmQuant/add" -> "1186 maskrcnn/conv2d_33/SymmQuant/mul"; +"1183 maskrcnn/conv2d_33/SymmQuant/add" -> "1189 maskrcnn/conv2d_33/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"1184 maskrcnn/conv2d_33/SymmQuant/mul/ReadVariableOp/resource" -> "1185 maskrcnn/conv2d_33/SymmQuant/mul/ReadVariableOp"; +"1185 maskrcnn/conv2d_33/SymmQuant/mul/ReadVariableOp" -> "1186 maskrcnn/conv2d_33/SymmQuant/mul"; +"1186 maskrcnn/conv2d_33/SymmQuant/mul" -> "1189 maskrcnn/conv2d_33/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"1187 maskrcnn/conv2d_33/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1188 maskrcnn/conv2d_33/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; +"1188 maskrcnn/conv2d_33/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1189 maskrcnn/conv2d_33/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"1189 maskrcnn/conv2d_33/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1190 maskrcnn/conv2d_33/Conv2D"; +"1190 maskrcnn/conv2d_33/Conv2D" -> "1199 maskrcnn/batch_normalization_33/FusedBatchNormV3"; +"1191 maskrcnn/batch_normalization_33/ReadVariableOp/resource" -> "1192 maskrcnn/batch_normalization_33/ReadVariableOp"; +"1192 maskrcnn/batch_normalization_33/ReadVariableOp" -> "1199 maskrcnn/batch_normalization_33/FusedBatchNormV3"; +"1193 maskrcnn/batch_normalization_33/ReadVariableOp_1/resource" -> "1194 maskrcnn/batch_normalization_33/ReadVariableOp_1"; +"1194 maskrcnn/batch_normalization_33/ReadVariableOp_1" -> "1199 maskrcnn/batch_normalization_33/FusedBatchNormV3"; +"1195 maskrcnn/batch_normalization_33/FusedBatchNormV3/ReadVariableOp/resource" -> "1196 maskrcnn/batch_normalization_33/FusedBatchNormV3/ReadVariableOp"; +"1196 maskrcnn/batch_normalization_33/FusedBatchNormV3/ReadVariableOp" -> "1199 maskrcnn/batch_normalization_33/FusedBatchNormV3"; +"1197 maskrcnn/batch_normalization_33/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1198 maskrcnn/batch_normalization_33/FusedBatchNormV3/ReadVariableOp_1"; +"1198 maskrcnn/batch_normalization_33/FusedBatchNormV3/ReadVariableOp_1" -> "1199 maskrcnn/batch_normalization_33/FusedBatchNormV3"; +"1199 maskrcnn/batch_normalization_33/FusedBatchNormV3" -> "1209 maskrcnn/batch_normalization_33/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1200 maskrcnn/batch_normalization_33/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1201 maskrcnn/batch_normalization_33/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"1201 maskrcnn/batch_normalization_33/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1202 maskrcnn/batch_normalization_33/fake_quantize/AsymmQuant/Abs"; +"1202 maskrcnn/batch_normalization_33/fake_quantize/AsymmQuant/Abs" -> "1204 maskrcnn/batch_normalization_33/fake_quantize/AsymmQuant/add"; +"1203 maskrcnn/batch_normalization_33/fake_quantize/AsymmQuant/add/y" -> "1204 maskrcnn/batch_normalization_33/fake_quantize/AsymmQuant/add"; +"1204 maskrcnn/batch_normalization_33/fake_quantize/AsymmQuant/add" -> "1207 maskrcnn/batch_normalization_33/fake_quantize/AsymmQuant/add_1"; +"1205 maskrcnn/batch_normalization_33/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1206 maskrcnn/batch_normalization_33/fake_quantize/AsymmQuant/ReadVariableOp"; +"1205 maskrcnn/batch_normalization_33/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1208 maskrcnn/batch_normalization_33/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"1206 maskrcnn/batch_normalization_33/fake_quantize/AsymmQuant/ReadVariableOp" -> "1207 maskrcnn/batch_normalization_33/fake_quantize/AsymmQuant/add_1"; +"1207 maskrcnn/batch_normalization_33/fake_quantize/AsymmQuant/add_1" -> "1209 maskrcnn/batch_normalization_33/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1208 maskrcnn/batch_normalization_33/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1209 maskrcnn/batch_normalization_33/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1209 maskrcnn/batch_normalization_33/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1210 maskrcnn/tf.__operators__.add_9/AddV2"; +"1210 maskrcnn/tf.__operators__.add_9/AddV2" -> "1211 maskrcnn/tf.nn.relu_30/Relu"; +"1211 maskrcnn/tf.nn.relu_30/Relu" -> "1221 maskrcnn/tf.nn.relu_30/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1212 maskrcnn/tf.nn.relu_30/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1213 maskrcnn/tf.nn.relu_30/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"1213 maskrcnn/tf.nn.relu_30/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1214 maskrcnn/tf.nn.relu_30/fake_quantize/AsymmQuant/Abs"; +"1214 maskrcnn/tf.nn.relu_30/fake_quantize/AsymmQuant/Abs" -> "1216 maskrcnn/tf.nn.relu_30/fake_quantize/AsymmQuant/add"; +"1215 maskrcnn/tf.nn.relu_30/fake_quantize/AsymmQuant/add/y" -> "1216 maskrcnn/tf.nn.relu_30/fake_quantize/AsymmQuant/add"; +"1216 maskrcnn/tf.nn.relu_30/fake_quantize/AsymmQuant/add" -> "1219 maskrcnn/tf.nn.relu_30/fake_quantize/AsymmQuant/add_1"; +"1217 maskrcnn/tf.nn.relu_30/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1218 maskrcnn/tf.nn.relu_30/fake_quantize/AsymmQuant/ReadVariableOp"; +"1217 maskrcnn/tf.nn.relu_30/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1220 maskrcnn/tf.nn.relu_30/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"1218 maskrcnn/tf.nn.relu_30/fake_quantize/AsymmQuant/ReadVariableOp" -> "1219 maskrcnn/tf.nn.relu_30/fake_quantize/AsymmQuant/add_1"; +"1219 maskrcnn/tf.nn.relu_30/fake_quantize/AsymmQuant/add_1" -> "1221 maskrcnn/tf.nn.relu_30/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1220 maskrcnn/tf.nn.relu_30/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1221 maskrcnn/tf.nn.relu_30/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1221 maskrcnn/tf.nn.relu_30/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1233 maskrcnn/conv2d_34/Conv2D"; +"1221 maskrcnn/tf.nn.relu_30/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1317 maskrcnn/tf.__operators__.add_10/AddV2"; +"1222 maskrcnn/conv2d_34/SymmQuant/Abs/ReadVariableOp/resource" -> "1223 maskrcnn/conv2d_34/SymmQuant/Abs/ReadVariableOp"; +"1223 maskrcnn/conv2d_34/SymmQuant/Abs/ReadVariableOp" -> "1224 maskrcnn/conv2d_34/SymmQuant/Abs"; +"1224 maskrcnn/conv2d_34/SymmQuant/Abs" -> "1226 maskrcnn/conv2d_34/SymmQuant/add"; +"1225 maskrcnn/conv2d_34/SymmQuant/add/y" -> "1226 maskrcnn/conv2d_34/SymmQuant/add"; +"1226 maskrcnn/conv2d_34/SymmQuant/add" -> "1229 maskrcnn/conv2d_34/SymmQuant/mul"; +"1226 maskrcnn/conv2d_34/SymmQuant/add" -> "1232 maskrcnn/conv2d_34/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"1227 maskrcnn/conv2d_34/SymmQuant/mul/ReadVariableOp/resource" -> "1228 maskrcnn/conv2d_34/SymmQuant/mul/ReadVariableOp"; +"1228 maskrcnn/conv2d_34/SymmQuant/mul/ReadVariableOp" -> "1229 maskrcnn/conv2d_34/SymmQuant/mul"; +"1229 maskrcnn/conv2d_34/SymmQuant/mul" -> "1232 maskrcnn/conv2d_34/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"1230 maskrcnn/conv2d_34/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1231 maskrcnn/conv2d_34/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; +"1231 maskrcnn/conv2d_34/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1232 maskrcnn/conv2d_34/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"1232 maskrcnn/conv2d_34/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1233 maskrcnn/conv2d_34/Conv2D"; +"1233 maskrcnn/conv2d_34/Conv2D" -> "1242 maskrcnn/batch_normalization_34/FusedBatchNormV3"; +"1234 maskrcnn/batch_normalization_34/ReadVariableOp/resource" -> "1235 maskrcnn/batch_normalization_34/ReadVariableOp"; +"1235 maskrcnn/batch_normalization_34/ReadVariableOp" -> "1242 maskrcnn/batch_normalization_34/FusedBatchNormV3"; +"1236 maskrcnn/batch_normalization_34/ReadVariableOp_1/resource" -> "1237 maskrcnn/batch_normalization_34/ReadVariableOp_1"; +"1237 maskrcnn/batch_normalization_34/ReadVariableOp_1" -> "1242 maskrcnn/batch_normalization_34/FusedBatchNormV3"; +"1238 maskrcnn/batch_normalization_34/FusedBatchNormV3/ReadVariableOp/resource" -> "1239 maskrcnn/batch_normalization_34/FusedBatchNormV3/ReadVariableOp"; +"1239 maskrcnn/batch_normalization_34/FusedBatchNormV3/ReadVariableOp" -> "1242 maskrcnn/batch_normalization_34/FusedBatchNormV3"; +"1240 maskrcnn/batch_normalization_34/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1241 maskrcnn/batch_normalization_34/FusedBatchNormV3/ReadVariableOp_1"; +"1241 maskrcnn/batch_normalization_34/FusedBatchNormV3/ReadVariableOp_1" -> "1242 maskrcnn/batch_normalization_34/FusedBatchNormV3"; +"1242 maskrcnn/batch_normalization_34/FusedBatchNormV3" -> "1243 maskrcnn/tf.nn.relu_31/Relu"; +"1243 maskrcnn/tf.nn.relu_31/Relu" -> "1253 maskrcnn/tf.nn.relu_31/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1244 maskrcnn/tf.nn.relu_31/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1245 maskrcnn/tf.nn.relu_31/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"1245 maskrcnn/tf.nn.relu_31/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1246 maskrcnn/tf.nn.relu_31/fake_quantize/AsymmQuant/Abs"; +"1246 maskrcnn/tf.nn.relu_31/fake_quantize/AsymmQuant/Abs" -> "1248 maskrcnn/tf.nn.relu_31/fake_quantize/AsymmQuant/add"; +"1247 maskrcnn/tf.nn.relu_31/fake_quantize/AsymmQuant/add/y" -> "1248 maskrcnn/tf.nn.relu_31/fake_quantize/AsymmQuant/add"; +"1248 maskrcnn/tf.nn.relu_31/fake_quantize/AsymmQuant/add" -> "1251 maskrcnn/tf.nn.relu_31/fake_quantize/AsymmQuant/add_1"; +"1249 maskrcnn/tf.nn.relu_31/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1250 maskrcnn/tf.nn.relu_31/fake_quantize/AsymmQuant/ReadVariableOp"; +"1249 maskrcnn/tf.nn.relu_31/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1252 maskrcnn/tf.nn.relu_31/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"1250 maskrcnn/tf.nn.relu_31/fake_quantize/AsymmQuant/ReadVariableOp" -> "1251 maskrcnn/tf.nn.relu_31/fake_quantize/AsymmQuant/add_1"; +"1251 maskrcnn/tf.nn.relu_31/fake_quantize/AsymmQuant/add_1" -> "1253 maskrcnn/tf.nn.relu_31/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1252 maskrcnn/tf.nn.relu_31/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1253 maskrcnn/tf.nn.relu_31/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1253 maskrcnn/tf.nn.relu_31/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1265 maskrcnn/conv2d_35/Conv2D"; +"1254 maskrcnn/conv2d_35/SymmQuant/Abs/ReadVariableOp/resource" -> "1255 maskrcnn/conv2d_35/SymmQuant/Abs/ReadVariableOp"; +"1255 maskrcnn/conv2d_35/SymmQuant/Abs/ReadVariableOp" -> "1256 maskrcnn/conv2d_35/SymmQuant/Abs"; +"1256 maskrcnn/conv2d_35/SymmQuant/Abs" -> "1258 maskrcnn/conv2d_35/SymmQuant/add"; +"1257 maskrcnn/conv2d_35/SymmQuant/add/y" -> "1258 maskrcnn/conv2d_35/SymmQuant/add"; +"1258 maskrcnn/conv2d_35/SymmQuant/add" -> "1261 maskrcnn/conv2d_35/SymmQuant/mul"; +"1258 maskrcnn/conv2d_35/SymmQuant/add" -> "1264 maskrcnn/conv2d_35/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"1259 maskrcnn/conv2d_35/SymmQuant/mul/ReadVariableOp/resource" -> "1260 maskrcnn/conv2d_35/SymmQuant/mul/ReadVariableOp"; +"1260 maskrcnn/conv2d_35/SymmQuant/mul/ReadVariableOp" -> "1261 maskrcnn/conv2d_35/SymmQuant/mul"; +"1261 maskrcnn/conv2d_35/SymmQuant/mul" -> "1264 maskrcnn/conv2d_35/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"1262 maskrcnn/conv2d_35/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1263 maskrcnn/conv2d_35/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; +"1263 maskrcnn/conv2d_35/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1264 maskrcnn/conv2d_35/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"1264 maskrcnn/conv2d_35/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1265 maskrcnn/conv2d_35/Conv2D"; +"1265 maskrcnn/conv2d_35/Conv2D" -> "1274 maskrcnn/batch_normalization_35/FusedBatchNormV3"; +"1266 maskrcnn/batch_normalization_35/ReadVariableOp/resource" -> "1267 maskrcnn/batch_normalization_35/ReadVariableOp"; +"1267 maskrcnn/batch_normalization_35/ReadVariableOp" -> "1274 maskrcnn/batch_normalization_35/FusedBatchNormV3"; +"1268 maskrcnn/batch_normalization_35/ReadVariableOp_1/resource" -> "1269 maskrcnn/batch_normalization_35/ReadVariableOp_1"; +"1269 maskrcnn/batch_normalization_35/ReadVariableOp_1" -> "1274 maskrcnn/batch_normalization_35/FusedBatchNormV3"; +"1270 maskrcnn/batch_normalization_35/FusedBatchNormV3/ReadVariableOp/resource" -> "1271 maskrcnn/batch_normalization_35/FusedBatchNormV3/ReadVariableOp"; +"1271 maskrcnn/batch_normalization_35/FusedBatchNormV3/ReadVariableOp" -> "1274 maskrcnn/batch_normalization_35/FusedBatchNormV3"; +"1272 maskrcnn/batch_normalization_35/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1273 maskrcnn/batch_normalization_35/FusedBatchNormV3/ReadVariableOp_1"; +"1273 maskrcnn/batch_normalization_35/FusedBatchNormV3/ReadVariableOp_1" -> "1274 maskrcnn/batch_normalization_35/FusedBatchNormV3"; +"1274 maskrcnn/batch_normalization_35/FusedBatchNormV3" -> "1275 maskrcnn/tf.nn.relu_32/Relu"; +"1275 maskrcnn/tf.nn.relu_32/Relu" -> "1285 maskrcnn/tf.nn.relu_32/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1276 maskrcnn/tf.nn.relu_32/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1277 maskrcnn/tf.nn.relu_32/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"1277 maskrcnn/tf.nn.relu_32/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1278 maskrcnn/tf.nn.relu_32/fake_quantize/AsymmQuant/Abs"; +"1278 maskrcnn/tf.nn.relu_32/fake_quantize/AsymmQuant/Abs" -> "1280 maskrcnn/tf.nn.relu_32/fake_quantize/AsymmQuant/add"; +"1279 maskrcnn/tf.nn.relu_32/fake_quantize/AsymmQuant/add/y" -> "1280 maskrcnn/tf.nn.relu_32/fake_quantize/AsymmQuant/add"; +"1280 maskrcnn/tf.nn.relu_32/fake_quantize/AsymmQuant/add" -> "1283 maskrcnn/tf.nn.relu_32/fake_quantize/AsymmQuant/add_1"; +"1281 maskrcnn/tf.nn.relu_32/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1282 maskrcnn/tf.nn.relu_32/fake_quantize/AsymmQuant/ReadVariableOp"; +"1281 maskrcnn/tf.nn.relu_32/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1284 maskrcnn/tf.nn.relu_32/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"1282 maskrcnn/tf.nn.relu_32/fake_quantize/AsymmQuant/ReadVariableOp" -> "1283 maskrcnn/tf.nn.relu_32/fake_quantize/AsymmQuant/add_1"; +"1283 maskrcnn/tf.nn.relu_32/fake_quantize/AsymmQuant/add_1" -> "1285 maskrcnn/tf.nn.relu_32/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1284 maskrcnn/tf.nn.relu_32/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1285 maskrcnn/tf.nn.relu_32/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1285 maskrcnn/tf.nn.relu_32/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1297 maskrcnn/conv2d_36/Conv2D"; +"1286 maskrcnn/conv2d_36/SymmQuant/Abs/ReadVariableOp/resource" -> "1287 maskrcnn/conv2d_36/SymmQuant/Abs/ReadVariableOp"; +"1287 maskrcnn/conv2d_36/SymmQuant/Abs/ReadVariableOp" -> "1288 maskrcnn/conv2d_36/SymmQuant/Abs"; +"1288 maskrcnn/conv2d_36/SymmQuant/Abs" -> "1290 maskrcnn/conv2d_36/SymmQuant/add"; +"1289 maskrcnn/conv2d_36/SymmQuant/add/y" -> "1290 maskrcnn/conv2d_36/SymmQuant/add"; +"1290 maskrcnn/conv2d_36/SymmQuant/add" -> "1293 maskrcnn/conv2d_36/SymmQuant/mul"; +"1290 maskrcnn/conv2d_36/SymmQuant/add" -> "1296 maskrcnn/conv2d_36/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"1291 maskrcnn/conv2d_36/SymmQuant/mul/ReadVariableOp/resource" -> "1292 maskrcnn/conv2d_36/SymmQuant/mul/ReadVariableOp"; +"1292 maskrcnn/conv2d_36/SymmQuant/mul/ReadVariableOp" -> "1293 maskrcnn/conv2d_36/SymmQuant/mul"; +"1293 maskrcnn/conv2d_36/SymmQuant/mul" -> "1296 maskrcnn/conv2d_36/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"1294 maskrcnn/conv2d_36/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1295 maskrcnn/conv2d_36/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; +"1295 maskrcnn/conv2d_36/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1296 maskrcnn/conv2d_36/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"1296 maskrcnn/conv2d_36/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1297 maskrcnn/conv2d_36/Conv2D"; +"1297 maskrcnn/conv2d_36/Conv2D" -> "1306 maskrcnn/batch_normalization_36/FusedBatchNormV3"; +"1298 maskrcnn/batch_normalization_36/ReadVariableOp/resource" -> "1299 maskrcnn/batch_normalization_36/ReadVariableOp"; +"1299 maskrcnn/batch_normalization_36/ReadVariableOp" -> "1306 maskrcnn/batch_normalization_36/FusedBatchNormV3"; +"1300 maskrcnn/batch_normalization_36/ReadVariableOp_1/resource" -> "1301 maskrcnn/batch_normalization_36/ReadVariableOp_1"; +"1301 maskrcnn/batch_normalization_36/ReadVariableOp_1" -> "1306 maskrcnn/batch_normalization_36/FusedBatchNormV3"; +"1302 maskrcnn/batch_normalization_36/FusedBatchNormV3/ReadVariableOp/resource" -> "1303 maskrcnn/batch_normalization_36/FusedBatchNormV3/ReadVariableOp"; +"1303 maskrcnn/batch_normalization_36/FusedBatchNormV3/ReadVariableOp" -> "1306 maskrcnn/batch_normalization_36/FusedBatchNormV3"; +"1304 maskrcnn/batch_normalization_36/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1305 maskrcnn/batch_normalization_36/FusedBatchNormV3/ReadVariableOp_1"; +"1305 maskrcnn/batch_normalization_36/FusedBatchNormV3/ReadVariableOp_1" -> "1306 maskrcnn/batch_normalization_36/FusedBatchNormV3"; +"1306 maskrcnn/batch_normalization_36/FusedBatchNormV3" -> "1316 maskrcnn/batch_normalization_36/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1307 maskrcnn/batch_normalization_36/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1308 maskrcnn/batch_normalization_36/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"1308 maskrcnn/batch_normalization_36/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1309 maskrcnn/batch_normalization_36/fake_quantize/AsymmQuant/Abs"; +"1309 maskrcnn/batch_normalization_36/fake_quantize/AsymmQuant/Abs" -> "1311 maskrcnn/batch_normalization_36/fake_quantize/AsymmQuant/add"; +"1310 maskrcnn/batch_normalization_36/fake_quantize/AsymmQuant/add/y" -> "1311 maskrcnn/batch_normalization_36/fake_quantize/AsymmQuant/add"; +"1311 maskrcnn/batch_normalization_36/fake_quantize/AsymmQuant/add" -> "1314 maskrcnn/batch_normalization_36/fake_quantize/AsymmQuant/add_1"; +"1312 maskrcnn/batch_normalization_36/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1313 maskrcnn/batch_normalization_36/fake_quantize/AsymmQuant/ReadVariableOp"; +"1312 maskrcnn/batch_normalization_36/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1315 maskrcnn/batch_normalization_36/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"1313 maskrcnn/batch_normalization_36/fake_quantize/AsymmQuant/ReadVariableOp" -> "1314 maskrcnn/batch_normalization_36/fake_quantize/AsymmQuant/add_1"; +"1314 maskrcnn/batch_normalization_36/fake_quantize/AsymmQuant/add_1" -> "1316 maskrcnn/batch_normalization_36/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1315 maskrcnn/batch_normalization_36/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1316 maskrcnn/batch_normalization_36/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1316 maskrcnn/batch_normalization_36/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1317 maskrcnn/tf.__operators__.add_10/AddV2"; +"1317 maskrcnn/tf.__operators__.add_10/AddV2" -> "1318 maskrcnn/tf.nn.relu_33/Relu"; +"1318 maskrcnn/tf.nn.relu_33/Relu" -> "1328 maskrcnn/tf.nn.relu_33/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1319 maskrcnn/tf.nn.relu_33/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1320 maskrcnn/tf.nn.relu_33/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"1320 maskrcnn/tf.nn.relu_33/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1321 maskrcnn/tf.nn.relu_33/fake_quantize/AsymmQuant/Abs"; +"1321 maskrcnn/tf.nn.relu_33/fake_quantize/AsymmQuant/Abs" -> "1323 maskrcnn/tf.nn.relu_33/fake_quantize/AsymmQuant/add"; +"1322 maskrcnn/tf.nn.relu_33/fake_quantize/AsymmQuant/add/y" -> "1323 maskrcnn/tf.nn.relu_33/fake_quantize/AsymmQuant/add"; +"1323 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maskrcnn/tf.nn.relu_36/fake_quantize/AsymmQuant/add_1"; +"1433 maskrcnn/tf.nn.relu_36/fake_quantize/AsymmQuant/add_1" -> "1435 maskrcnn/tf.nn.relu_36/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1434 maskrcnn/tf.nn.relu_36/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1435 maskrcnn/tf.nn.relu_36/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1435 maskrcnn/tf.nn.relu_36/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1447 maskrcnn/conv2d_40/Conv2D"; +"1435 maskrcnn/tf.nn.relu_36/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1531 maskrcnn/tf.__operators__.add_12/AddV2"; +"1436 maskrcnn/conv2d_40/SymmQuant/Abs/ReadVariableOp/resource" -> "1437 maskrcnn/conv2d_40/SymmQuant/Abs/ReadVariableOp"; +"1437 maskrcnn/conv2d_40/SymmQuant/Abs/ReadVariableOp" -> "1438 maskrcnn/conv2d_40/SymmQuant/Abs"; +"1438 maskrcnn/conv2d_40/SymmQuant/Abs" -> "1440 maskrcnn/conv2d_40/SymmQuant/add"; +"1439 maskrcnn/conv2d_40/SymmQuant/add/y" -> "1440 maskrcnn/conv2d_40/SymmQuant/add"; +"1440 maskrcnn/conv2d_40/SymmQuant/add" -> "1443 maskrcnn/conv2d_40/SymmQuant/mul"; +"1440 maskrcnn/conv2d_40/SymmQuant/add" -> "1446 maskrcnn/conv2d_40/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"1441 maskrcnn/conv2d_40/SymmQuant/mul/ReadVariableOp/resource" -> "1442 maskrcnn/conv2d_40/SymmQuant/mul/ReadVariableOp"; +"1442 maskrcnn/conv2d_40/SymmQuant/mul/ReadVariableOp" -> "1443 maskrcnn/conv2d_40/SymmQuant/mul"; +"1443 maskrcnn/conv2d_40/SymmQuant/mul" -> "1446 maskrcnn/conv2d_40/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"1444 maskrcnn/conv2d_40/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1445 maskrcnn/conv2d_40/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; +"1445 maskrcnn/conv2d_40/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1446 maskrcnn/conv2d_40/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"1446 maskrcnn/conv2d_40/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1447 maskrcnn/conv2d_40/Conv2D"; +"1447 maskrcnn/conv2d_40/Conv2D" -> "1456 maskrcnn/batch_normalization_40/FusedBatchNormV3"; +"1448 maskrcnn/batch_normalization_40/ReadVariableOp/resource" -> "1449 maskrcnn/batch_normalization_40/ReadVariableOp"; +"1449 maskrcnn/batch_normalization_40/ReadVariableOp" -> "1456 maskrcnn/batch_normalization_40/FusedBatchNormV3"; +"1450 maskrcnn/batch_normalization_40/ReadVariableOp_1/resource" -> "1451 maskrcnn/batch_normalization_40/ReadVariableOp_1"; +"1451 maskrcnn/batch_normalization_40/ReadVariableOp_1" -> "1456 maskrcnn/batch_normalization_40/FusedBatchNormV3"; +"1452 maskrcnn/batch_normalization_40/FusedBatchNormV3/ReadVariableOp/resource" -> "1453 maskrcnn/batch_normalization_40/FusedBatchNormV3/ReadVariableOp"; +"1453 maskrcnn/batch_normalization_40/FusedBatchNormV3/ReadVariableOp" -> "1456 maskrcnn/batch_normalization_40/FusedBatchNormV3"; +"1454 maskrcnn/batch_normalization_40/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1455 maskrcnn/batch_normalization_40/FusedBatchNormV3/ReadVariableOp_1"; +"1455 maskrcnn/batch_normalization_40/FusedBatchNormV3/ReadVariableOp_1" -> "1456 maskrcnn/batch_normalization_40/FusedBatchNormV3"; +"1456 maskrcnn/batch_normalization_40/FusedBatchNormV3" -> "1457 maskrcnn/tf.nn.relu_37/Relu"; +"1457 maskrcnn/tf.nn.relu_37/Relu" -> "1467 maskrcnn/tf.nn.relu_37/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1458 maskrcnn/tf.nn.relu_37/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1459 maskrcnn/tf.nn.relu_37/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"1459 maskrcnn/tf.nn.relu_37/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1460 maskrcnn/tf.nn.relu_37/fake_quantize/AsymmQuant/Abs"; +"1460 maskrcnn/tf.nn.relu_37/fake_quantize/AsymmQuant/Abs" -> "1462 maskrcnn/tf.nn.relu_37/fake_quantize/AsymmQuant/add"; +"1461 maskrcnn/tf.nn.relu_37/fake_quantize/AsymmQuant/add/y" -> "1462 maskrcnn/tf.nn.relu_37/fake_quantize/AsymmQuant/add"; +"1462 maskrcnn/tf.nn.relu_37/fake_quantize/AsymmQuant/add" -> "1465 maskrcnn/tf.nn.relu_37/fake_quantize/AsymmQuant/add_1"; +"1463 maskrcnn/tf.nn.relu_37/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1464 maskrcnn/tf.nn.relu_37/fake_quantize/AsymmQuant/ReadVariableOp"; +"1463 maskrcnn/tf.nn.relu_37/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1466 maskrcnn/tf.nn.relu_37/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"1464 maskrcnn/tf.nn.relu_37/fake_quantize/AsymmQuant/ReadVariableOp" -> "1465 maskrcnn/tf.nn.relu_37/fake_quantize/AsymmQuant/add_1"; +"1465 maskrcnn/tf.nn.relu_37/fake_quantize/AsymmQuant/add_1" -> "1467 maskrcnn/tf.nn.relu_37/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1466 maskrcnn/tf.nn.relu_37/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1467 maskrcnn/tf.nn.relu_37/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1467 maskrcnn/tf.nn.relu_37/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1479 maskrcnn/conv2d_41/Conv2D"; +"1468 maskrcnn/conv2d_41/SymmQuant/Abs/ReadVariableOp/resource" -> "1469 maskrcnn/conv2d_41/SymmQuant/Abs/ReadVariableOp"; +"1469 maskrcnn/conv2d_41/SymmQuant/Abs/ReadVariableOp" -> "1470 maskrcnn/conv2d_41/SymmQuant/Abs"; +"1470 maskrcnn/conv2d_41/SymmQuant/Abs" -> "1472 maskrcnn/conv2d_41/SymmQuant/add"; +"1471 maskrcnn/conv2d_41/SymmQuant/add/y" -> "1472 maskrcnn/conv2d_41/SymmQuant/add"; +"1472 maskrcnn/conv2d_41/SymmQuant/add" -> "1475 maskrcnn/conv2d_41/SymmQuant/mul"; +"1472 maskrcnn/conv2d_41/SymmQuant/add" -> "1478 maskrcnn/conv2d_41/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"1473 maskrcnn/conv2d_41/SymmQuant/mul/ReadVariableOp/resource" -> "1474 maskrcnn/conv2d_41/SymmQuant/mul/ReadVariableOp"; +"1474 maskrcnn/conv2d_41/SymmQuant/mul/ReadVariableOp" -> "1475 maskrcnn/conv2d_41/SymmQuant/mul"; +"1475 maskrcnn/conv2d_41/SymmQuant/mul" -> "1478 maskrcnn/conv2d_41/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"1476 maskrcnn/conv2d_41/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1477 maskrcnn/conv2d_41/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; +"1477 maskrcnn/conv2d_41/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1478 maskrcnn/conv2d_41/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"1478 maskrcnn/conv2d_41/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1479 maskrcnn/conv2d_41/Conv2D"; +"1479 maskrcnn/conv2d_41/Conv2D" -> "1488 maskrcnn/batch_normalization_41/FusedBatchNormV3"; +"1480 maskrcnn/batch_normalization_41/ReadVariableOp/resource" -> "1481 maskrcnn/batch_normalization_41/ReadVariableOp"; +"1481 maskrcnn/batch_normalization_41/ReadVariableOp" -> "1488 maskrcnn/batch_normalization_41/FusedBatchNormV3"; +"1482 maskrcnn/batch_normalization_41/ReadVariableOp_1/resource" -> "1483 maskrcnn/batch_normalization_41/ReadVariableOp_1"; +"1483 maskrcnn/batch_normalization_41/ReadVariableOp_1" -> "1488 maskrcnn/batch_normalization_41/FusedBatchNormV3"; +"1484 maskrcnn/batch_normalization_41/FusedBatchNormV3/ReadVariableOp/resource" -> "1485 maskrcnn/batch_normalization_41/FusedBatchNormV3/ReadVariableOp"; +"1485 maskrcnn/batch_normalization_41/FusedBatchNormV3/ReadVariableOp" -> "1488 maskrcnn/batch_normalization_41/FusedBatchNormV3"; +"1486 maskrcnn/batch_normalization_41/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1487 maskrcnn/batch_normalization_41/FusedBatchNormV3/ReadVariableOp_1"; +"1487 maskrcnn/batch_normalization_41/FusedBatchNormV3/ReadVariableOp_1" -> "1488 maskrcnn/batch_normalization_41/FusedBatchNormV3"; +"1488 maskrcnn/batch_normalization_41/FusedBatchNormV3" -> "1489 maskrcnn/tf.nn.relu_38/Relu"; +"1489 maskrcnn/tf.nn.relu_38/Relu" -> "1499 maskrcnn/tf.nn.relu_38/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1490 maskrcnn/tf.nn.relu_38/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1491 maskrcnn/tf.nn.relu_38/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"1491 maskrcnn/tf.nn.relu_38/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1492 maskrcnn/tf.nn.relu_38/fake_quantize/AsymmQuant/Abs"; +"1492 maskrcnn/tf.nn.relu_38/fake_quantize/AsymmQuant/Abs" -> "1494 maskrcnn/tf.nn.relu_38/fake_quantize/AsymmQuant/add"; +"1493 maskrcnn/tf.nn.relu_38/fake_quantize/AsymmQuant/add/y" -> "1494 maskrcnn/tf.nn.relu_38/fake_quantize/AsymmQuant/add"; +"1494 maskrcnn/tf.nn.relu_38/fake_quantize/AsymmQuant/add" -> "1497 maskrcnn/tf.nn.relu_38/fake_quantize/AsymmQuant/add_1"; +"1495 maskrcnn/tf.nn.relu_38/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1496 maskrcnn/tf.nn.relu_38/fake_quantize/AsymmQuant/ReadVariableOp"; +"1495 maskrcnn/tf.nn.relu_38/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1498 maskrcnn/tf.nn.relu_38/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"1496 maskrcnn/tf.nn.relu_38/fake_quantize/AsymmQuant/ReadVariableOp" -> "1497 maskrcnn/tf.nn.relu_38/fake_quantize/AsymmQuant/add_1"; +"1497 maskrcnn/tf.nn.relu_38/fake_quantize/AsymmQuant/add_1" -> "1499 maskrcnn/tf.nn.relu_38/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1498 maskrcnn/tf.nn.relu_38/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1499 maskrcnn/tf.nn.relu_38/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1499 maskrcnn/tf.nn.relu_38/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1511 maskrcnn/conv2d_42/Conv2D"; +"1500 maskrcnn/conv2d_42/SymmQuant/Abs/ReadVariableOp/resource" -> "1501 maskrcnn/conv2d_42/SymmQuant/Abs/ReadVariableOp"; +"1501 maskrcnn/conv2d_42/SymmQuant/Abs/ReadVariableOp" -> "1502 maskrcnn/conv2d_42/SymmQuant/Abs"; +"1502 maskrcnn/conv2d_42/SymmQuant/Abs" -> "1504 maskrcnn/conv2d_42/SymmQuant/add"; +"1503 maskrcnn/conv2d_42/SymmQuant/add/y" -> "1504 maskrcnn/conv2d_42/SymmQuant/add"; +"1504 maskrcnn/conv2d_42/SymmQuant/add" -> "1507 maskrcnn/conv2d_42/SymmQuant/mul"; +"1504 maskrcnn/conv2d_42/SymmQuant/add" -> "1510 maskrcnn/conv2d_42/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"1505 maskrcnn/conv2d_42/SymmQuant/mul/ReadVariableOp/resource" -> "1506 maskrcnn/conv2d_42/SymmQuant/mul/ReadVariableOp"; +"1506 maskrcnn/conv2d_42/SymmQuant/mul/ReadVariableOp" -> "1507 maskrcnn/conv2d_42/SymmQuant/mul"; +"1507 maskrcnn/conv2d_42/SymmQuant/mul" -> "1510 maskrcnn/conv2d_42/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"1508 maskrcnn/conv2d_42/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1509 maskrcnn/conv2d_42/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; +"1509 maskrcnn/conv2d_42/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1510 maskrcnn/conv2d_42/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"1510 maskrcnn/conv2d_42/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1511 maskrcnn/conv2d_42/Conv2D"; +"1511 maskrcnn/conv2d_42/Conv2D" -> "1520 maskrcnn/batch_normalization_42/FusedBatchNormV3"; +"1512 maskrcnn/batch_normalization_42/ReadVariableOp/resource" -> "1513 maskrcnn/batch_normalization_42/ReadVariableOp"; +"1513 maskrcnn/batch_normalization_42/ReadVariableOp" -> "1520 maskrcnn/batch_normalization_42/FusedBatchNormV3"; +"1514 maskrcnn/batch_normalization_42/ReadVariableOp_1/resource" -> "1515 maskrcnn/batch_normalization_42/ReadVariableOp_1"; +"1515 maskrcnn/batch_normalization_42/ReadVariableOp_1" -> "1520 maskrcnn/batch_normalization_42/FusedBatchNormV3"; +"1516 maskrcnn/batch_normalization_42/FusedBatchNormV3/ReadVariableOp/resource" -> "1517 maskrcnn/batch_normalization_42/FusedBatchNormV3/ReadVariableOp"; +"1517 maskrcnn/batch_normalization_42/FusedBatchNormV3/ReadVariableOp" -> "1520 maskrcnn/batch_normalization_42/FusedBatchNormV3"; +"1518 maskrcnn/batch_normalization_42/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1519 maskrcnn/batch_normalization_42/FusedBatchNormV3/ReadVariableOp_1"; +"1519 maskrcnn/batch_normalization_42/FusedBatchNormV3/ReadVariableOp_1" -> "1520 maskrcnn/batch_normalization_42/FusedBatchNormV3"; +"1520 maskrcnn/batch_normalization_42/FusedBatchNormV3" -> "1530 maskrcnn/batch_normalization_42/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1521 maskrcnn/batch_normalization_42/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1522 maskrcnn/batch_normalization_42/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"1522 maskrcnn/batch_normalization_42/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1523 maskrcnn/batch_normalization_42/fake_quantize/AsymmQuant/Abs"; +"1523 maskrcnn/batch_normalization_42/fake_quantize/AsymmQuant/Abs" -> "1525 maskrcnn/batch_normalization_42/fake_quantize/AsymmQuant/add"; +"1524 maskrcnn/batch_normalization_42/fake_quantize/AsymmQuant/add/y" -> "1525 maskrcnn/batch_normalization_42/fake_quantize/AsymmQuant/add"; +"1525 maskrcnn/batch_normalization_42/fake_quantize/AsymmQuant/add" -> "1528 maskrcnn/batch_normalization_42/fake_quantize/AsymmQuant/add_1"; +"1526 maskrcnn/batch_normalization_42/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1527 maskrcnn/batch_normalization_42/fake_quantize/AsymmQuant/ReadVariableOp"; +"1526 maskrcnn/batch_normalization_42/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1529 maskrcnn/batch_normalization_42/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"1527 maskrcnn/batch_normalization_42/fake_quantize/AsymmQuant/ReadVariableOp" -> "1528 maskrcnn/batch_normalization_42/fake_quantize/AsymmQuant/add_1"; +"1528 maskrcnn/batch_normalization_42/fake_quantize/AsymmQuant/add_1" -> "1530 maskrcnn/batch_normalization_42/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1529 maskrcnn/batch_normalization_42/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1530 maskrcnn/batch_normalization_42/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1530 maskrcnn/batch_normalization_42/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1531 maskrcnn/tf.__operators__.add_12/AddV2"; +"1531 maskrcnn/tf.__operators__.add_12/AddV2" -> "1532 maskrcnn/tf.nn.relu_39/Relu"; +"1532 maskrcnn/tf.nn.relu_39/Relu" -> "1542 maskrcnn/tf.nn.relu_39/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1533 maskrcnn/tf.nn.relu_39/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1534 maskrcnn/tf.nn.relu_39/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"1534 maskrcnn/tf.nn.relu_39/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1535 maskrcnn/tf.nn.relu_39/fake_quantize/AsymmQuant/Abs"; +"1535 maskrcnn/tf.nn.relu_39/fake_quantize/AsymmQuant/Abs" -> "1537 maskrcnn/tf.nn.relu_39/fake_quantize/AsymmQuant/add"; +"1536 maskrcnn/tf.nn.relu_39/fake_quantize/AsymmQuant/add/y" -> "1537 maskrcnn/tf.nn.relu_39/fake_quantize/AsymmQuant/add"; +"1537 maskrcnn/tf.nn.relu_39/fake_quantize/AsymmQuant/add" -> "1540 maskrcnn/tf.nn.relu_39/fake_quantize/AsymmQuant/add_1"; +"1538 maskrcnn/tf.nn.relu_39/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1539 maskrcnn/tf.nn.relu_39/fake_quantize/AsymmQuant/ReadVariableOp"; +"1538 maskrcnn/tf.nn.relu_39/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1541 maskrcnn/tf.nn.relu_39/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"1539 maskrcnn/tf.nn.relu_39/fake_quantize/AsymmQuant/ReadVariableOp" -> "1540 maskrcnn/tf.nn.relu_39/fake_quantize/AsymmQuant/add_1"; +"1540 maskrcnn/tf.nn.relu_39/fake_quantize/AsymmQuant/add_1" -> "1542 maskrcnn/tf.nn.relu_39/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1541 maskrcnn/tf.nn.relu_39/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1542 maskrcnn/tf.nn.relu_39/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1542 maskrcnn/tf.nn.relu_39/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1543 maskrcnn/tf.identity_4/Identity"; +"1543 maskrcnn/tf.identity_4/Identity" -> "1555 maskrcnn/conv2d_44/Conv2D"; +"1543 maskrcnn/tf.identity_4/Identity" -> "1601 maskrcnn/tf.compat.v1.pad_5/Pad"; +"1543 maskrcnn/tf.identity_4/Identity" -> "1937 maskrcnn/l4/Conv2D"; +"1544 maskrcnn/conv2d_44/SymmQuant/Abs/ReadVariableOp/resource" -> "1545 maskrcnn/conv2d_44/SymmQuant/Abs/ReadVariableOp"; +"1545 maskrcnn/conv2d_44/SymmQuant/Abs/ReadVariableOp" -> "1546 maskrcnn/conv2d_44/SymmQuant/Abs"; +"1546 maskrcnn/conv2d_44/SymmQuant/Abs" -> "1548 maskrcnn/conv2d_44/SymmQuant/add"; +"1547 maskrcnn/conv2d_44/SymmQuant/add/y" -> "1548 maskrcnn/conv2d_44/SymmQuant/add"; +"1548 maskrcnn/conv2d_44/SymmQuant/add" -> "1551 maskrcnn/conv2d_44/SymmQuant/mul"; +"1548 maskrcnn/conv2d_44/SymmQuant/add" -> "1554 maskrcnn/conv2d_44/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"1549 maskrcnn/conv2d_44/SymmQuant/mul/ReadVariableOp/resource" -> "1550 maskrcnn/conv2d_44/SymmQuant/mul/ReadVariableOp"; +"1550 maskrcnn/conv2d_44/SymmQuant/mul/ReadVariableOp" -> "1551 maskrcnn/conv2d_44/SymmQuant/mul"; +"1551 maskrcnn/conv2d_44/SymmQuant/mul" -> "1554 maskrcnn/conv2d_44/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"1552 maskrcnn/conv2d_44/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1553 maskrcnn/conv2d_44/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; +"1553 maskrcnn/conv2d_44/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1554 maskrcnn/conv2d_44/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"1554 maskrcnn/conv2d_44/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1555 maskrcnn/conv2d_44/Conv2D"; +"1555 maskrcnn/conv2d_44/Conv2D" -> "1564 maskrcnn/batch_normalization_44/FusedBatchNormV3"; +"1556 maskrcnn/batch_normalization_44/ReadVariableOp/resource" -> "1557 maskrcnn/batch_normalization_44/ReadVariableOp"; +"1557 maskrcnn/batch_normalization_44/ReadVariableOp" -> "1564 maskrcnn/batch_normalization_44/FusedBatchNormV3"; +"1558 maskrcnn/batch_normalization_44/ReadVariableOp_1/resource" -> "1559 maskrcnn/batch_normalization_44/ReadVariableOp_1"; +"1559 maskrcnn/batch_normalization_44/ReadVariableOp_1" -> "1564 maskrcnn/batch_normalization_44/FusedBatchNormV3"; +"1560 maskrcnn/batch_normalization_44/FusedBatchNormV3/ReadVariableOp/resource" -> "1561 maskrcnn/batch_normalization_44/FusedBatchNormV3/ReadVariableOp"; +"1561 maskrcnn/batch_normalization_44/FusedBatchNormV3/ReadVariableOp" -> "1564 maskrcnn/batch_normalization_44/FusedBatchNormV3"; +"1562 maskrcnn/batch_normalization_44/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1563 maskrcnn/batch_normalization_44/FusedBatchNormV3/ReadVariableOp_1"; +"1563 maskrcnn/batch_normalization_44/FusedBatchNormV3/ReadVariableOp_1" -> "1564 maskrcnn/batch_normalization_44/FusedBatchNormV3"; +"1564 maskrcnn/batch_normalization_44/FusedBatchNormV3" -> "1565 maskrcnn/tf.nn.relu_40/Relu"; +"1565 maskrcnn/tf.nn.relu_40/Relu" -> "1575 maskrcnn/tf.nn.relu_40/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1566 maskrcnn/tf.nn.relu_40/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1567 maskrcnn/tf.nn.relu_40/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"1567 maskrcnn/tf.nn.relu_40/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1568 maskrcnn/tf.nn.relu_40/fake_quantize/AsymmQuant/Abs"; +"1568 maskrcnn/tf.nn.relu_40/fake_quantize/AsymmQuant/Abs" -> "1570 maskrcnn/tf.nn.relu_40/fake_quantize/AsymmQuant/add"; +"1569 maskrcnn/tf.nn.relu_40/fake_quantize/AsymmQuant/add/y" -> "1570 maskrcnn/tf.nn.relu_40/fake_quantize/AsymmQuant/add"; +"1570 maskrcnn/tf.nn.relu_40/fake_quantize/AsymmQuant/add" -> "1573 maskrcnn/tf.nn.relu_40/fake_quantize/AsymmQuant/add_1"; +"1571 maskrcnn/tf.nn.relu_40/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1572 maskrcnn/tf.nn.relu_40/fake_quantize/AsymmQuant/ReadVariableOp"; +"1571 maskrcnn/tf.nn.relu_40/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1574 maskrcnn/tf.nn.relu_40/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"1572 maskrcnn/tf.nn.relu_40/fake_quantize/AsymmQuant/ReadVariableOp" -> "1573 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maskrcnn/batch_normalization_47/ReadVariableOp/resource" -> "1699 maskrcnn/batch_normalization_47/ReadVariableOp"; +"1699 maskrcnn/batch_normalization_47/ReadVariableOp" -> "1706 maskrcnn/batch_normalization_47/FusedBatchNormV3"; +"1700 maskrcnn/batch_normalization_47/ReadVariableOp_1/resource" -> "1701 maskrcnn/batch_normalization_47/ReadVariableOp_1"; +"1701 maskrcnn/batch_normalization_47/ReadVariableOp_1" -> "1706 maskrcnn/batch_normalization_47/FusedBatchNormV3"; +"1702 maskrcnn/batch_normalization_47/FusedBatchNormV3/ReadVariableOp/resource" -> "1703 maskrcnn/batch_normalization_47/FusedBatchNormV3/ReadVariableOp"; +"1703 maskrcnn/batch_normalization_47/FusedBatchNormV3/ReadVariableOp" -> "1706 maskrcnn/batch_normalization_47/FusedBatchNormV3"; +"1704 maskrcnn/batch_normalization_47/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1705 maskrcnn/batch_normalization_47/FusedBatchNormV3/ReadVariableOp_1"; +"1705 maskrcnn/batch_normalization_47/FusedBatchNormV3/ReadVariableOp_1" -> "1706 maskrcnn/batch_normalization_47/FusedBatchNormV3"; +"1706 maskrcnn/batch_normalization_47/FusedBatchNormV3" -> "1707 maskrcnn/tf.nn.relu_43/Relu"; +"1707 maskrcnn/tf.nn.relu_43/Relu" -> "1717 maskrcnn/tf.nn.relu_43/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1708 maskrcnn/tf.nn.relu_43/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1709 maskrcnn/tf.nn.relu_43/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"1709 maskrcnn/tf.nn.relu_43/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1710 maskrcnn/tf.nn.relu_43/fake_quantize/AsymmQuant/Abs"; +"1710 maskrcnn/tf.nn.relu_43/fake_quantize/AsymmQuant/Abs" -> "1712 maskrcnn/tf.nn.relu_43/fake_quantize/AsymmQuant/add"; +"1711 maskrcnn/tf.nn.relu_43/fake_quantize/AsymmQuant/add/y" -> "1712 maskrcnn/tf.nn.relu_43/fake_quantize/AsymmQuant/add"; +"1712 maskrcnn/tf.nn.relu_43/fake_quantize/AsymmQuant/add" -> "1715 maskrcnn/tf.nn.relu_43/fake_quantize/AsymmQuant/add_1"; +"1713 maskrcnn/tf.nn.relu_43/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1714 maskrcnn/tf.nn.relu_43/fake_quantize/AsymmQuant/ReadVariableOp"; +"1713 maskrcnn/tf.nn.relu_43/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1716 maskrcnn/tf.nn.relu_43/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"1714 maskrcnn/tf.nn.relu_43/fake_quantize/AsymmQuant/ReadVariableOp" -> "1715 maskrcnn/tf.nn.relu_43/fake_quantize/AsymmQuant/add_1"; +"1715 maskrcnn/tf.nn.relu_43/fake_quantize/AsymmQuant/add_1" -> "1717 maskrcnn/tf.nn.relu_43/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1716 maskrcnn/tf.nn.relu_43/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1717 maskrcnn/tf.nn.relu_43/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1717 maskrcnn/tf.nn.relu_43/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1729 maskrcnn/conv2d_48/Conv2D"; +"1718 maskrcnn/conv2d_48/SymmQuant/Abs/ReadVariableOp/resource" -> "1719 maskrcnn/conv2d_48/SymmQuant/Abs/ReadVariableOp"; +"1719 maskrcnn/conv2d_48/SymmQuant/Abs/ReadVariableOp" -> "1720 maskrcnn/conv2d_48/SymmQuant/Abs"; +"1720 maskrcnn/conv2d_48/SymmQuant/Abs" -> "1722 maskrcnn/conv2d_48/SymmQuant/add"; +"1721 maskrcnn/conv2d_48/SymmQuant/add/y" -> "1722 maskrcnn/conv2d_48/SymmQuant/add"; +"1722 maskrcnn/conv2d_48/SymmQuant/add" -> "1725 maskrcnn/conv2d_48/SymmQuant/mul"; +"1722 maskrcnn/conv2d_48/SymmQuant/add" -> "1728 maskrcnn/conv2d_48/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"1723 maskrcnn/conv2d_48/SymmQuant/mul/ReadVariableOp/resource" -> "1724 maskrcnn/conv2d_48/SymmQuant/mul/ReadVariableOp"; +"1724 maskrcnn/conv2d_48/SymmQuant/mul/ReadVariableOp" -> "1725 maskrcnn/conv2d_48/SymmQuant/mul"; +"1725 maskrcnn/conv2d_48/SymmQuant/mul" -> "1728 maskrcnn/conv2d_48/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"1726 maskrcnn/conv2d_48/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1727 maskrcnn/conv2d_48/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; +"1727 maskrcnn/conv2d_48/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1728 maskrcnn/conv2d_48/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"1728 maskrcnn/conv2d_48/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1729 maskrcnn/conv2d_48/Conv2D"; +"1729 maskrcnn/conv2d_48/Conv2D" -> "1738 maskrcnn/batch_normalization_48/FusedBatchNormV3"; +"1730 maskrcnn/batch_normalization_48/ReadVariableOp/resource" -> "1731 maskrcnn/batch_normalization_48/ReadVariableOp"; +"1731 maskrcnn/batch_normalization_48/ReadVariableOp" -> "1738 maskrcnn/batch_normalization_48/FusedBatchNormV3"; +"1732 maskrcnn/batch_normalization_48/ReadVariableOp_1/resource" -> "1733 maskrcnn/batch_normalization_48/ReadVariableOp_1"; +"1733 maskrcnn/batch_normalization_48/ReadVariableOp_1" -> "1738 maskrcnn/batch_normalization_48/FusedBatchNormV3"; +"1734 maskrcnn/batch_normalization_48/FusedBatchNormV3/ReadVariableOp/resource" -> "1735 maskrcnn/batch_normalization_48/FusedBatchNormV3/ReadVariableOp"; +"1735 maskrcnn/batch_normalization_48/FusedBatchNormV3/ReadVariableOp" -> "1738 maskrcnn/batch_normalization_48/FusedBatchNormV3"; +"1736 maskrcnn/batch_normalization_48/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1737 maskrcnn/batch_normalization_48/FusedBatchNormV3/ReadVariableOp_1"; +"1737 maskrcnn/batch_normalization_48/FusedBatchNormV3/ReadVariableOp_1" -> "1738 maskrcnn/batch_normalization_48/FusedBatchNormV3"; +"1738 maskrcnn/batch_normalization_48/FusedBatchNormV3" -> "1739 maskrcnn/tf.nn.relu_44/Relu"; +"1739 maskrcnn/tf.nn.relu_44/Relu" -> "1749 maskrcnn/tf.nn.relu_44/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1740 maskrcnn/tf.nn.relu_44/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1741 maskrcnn/tf.nn.relu_44/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"1741 maskrcnn/tf.nn.relu_44/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1742 maskrcnn/tf.nn.relu_44/fake_quantize/AsymmQuant/Abs"; +"1742 maskrcnn/tf.nn.relu_44/fake_quantize/AsymmQuant/Abs" -> "1744 maskrcnn/tf.nn.relu_44/fake_quantize/AsymmQuant/add"; +"1743 maskrcnn/tf.nn.relu_44/fake_quantize/AsymmQuant/add/y" -> "1744 maskrcnn/tf.nn.relu_44/fake_quantize/AsymmQuant/add"; +"1744 maskrcnn/tf.nn.relu_44/fake_quantize/AsymmQuant/add" -> "1747 maskrcnn/tf.nn.relu_44/fake_quantize/AsymmQuant/add_1"; +"1745 maskrcnn/tf.nn.relu_44/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1746 maskrcnn/tf.nn.relu_44/fake_quantize/AsymmQuant/ReadVariableOp"; +"1745 maskrcnn/tf.nn.relu_44/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1748 maskrcnn/tf.nn.relu_44/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"1746 maskrcnn/tf.nn.relu_44/fake_quantize/AsymmQuant/ReadVariableOp" -> "1747 maskrcnn/tf.nn.relu_44/fake_quantize/AsymmQuant/add_1"; +"1747 maskrcnn/tf.nn.relu_44/fake_quantize/AsymmQuant/add_1" -> "1749 maskrcnn/tf.nn.relu_44/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1748 maskrcnn/tf.nn.relu_44/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1749 maskrcnn/tf.nn.relu_44/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1749 maskrcnn/tf.nn.relu_44/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1761 maskrcnn/conv2d_49/Conv2D"; +"1750 maskrcnn/conv2d_49/SymmQuant/Abs/ReadVariableOp/resource" -> "1751 maskrcnn/conv2d_49/SymmQuant/Abs/ReadVariableOp"; +"1751 maskrcnn/conv2d_49/SymmQuant/Abs/ReadVariableOp" -> "1752 maskrcnn/conv2d_49/SymmQuant/Abs"; +"1752 maskrcnn/conv2d_49/SymmQuant/Abs" -> "1754 maskrcnn/conv2d_49/SymmQuant/add"; +"1753 maskrcnn/conv2d_49/SymmQuant/add/y" -> "1754 maskrcnn/conv2d_49/SymmQuant/add"; +"1754 maskrcnn/conv2d_49/SymmQuant/add" -> "1757 maskrcnn/conv2d_49/SymmQuant/mul"; +"1754 maskrcnn/conv2d_49/SymmQuant/add" -> "1760 maskrcnn/conv2d_49/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"1755 maskrcnn/conv2d_49/SymmQuant/mul/ReadVariableOp/resource" -> "1756 maskrcnn/conv2d_49/SymmQuant/mul/ReadVariableOp"; +"1756 maskrcnn/conv2d_49/SymmQuant/mul/ReadVariableOp" -> "1757 maskrcnn/conv2d_49/SymmQuant/mul"; +"1757 maskrcnn/conv2d_49/SymmQuant/mul" -> "1760 maskrcnn/conv2d_49/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"1758 maskrcnn/conv2d_49/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1759 maskrcnn/conv2d_49/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; +"1759 maskrcnn/conv2d_49/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1760 maskrcnn/conv2d_49/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"1760 maskrcnn/conv2d_49/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1761 maskrcnn/conv2d_49/Conv2D"; +"1761 maskrcnn/conv2d_49/Conv2D" -> "1770 maskrcnn/batch_normalization_49/FusedBatchNormV3"; +"1762 maskrcnn/batch_normalization_49/ReadVariableOp/resource" -> "1763 maskrcnn/batch_normalization_49/ReadVariableOp"; +"1763 maskrcnn/batch_normalization_49/ReadVariableOp" -> "1770 maskrcnn/batch_normalization_49/FusedBatchNormV3"; +"1764 maskrcnn/batch_normalization_49/ReadVariableOp_1/resource" -> "1765 maskrcnn/batch_normalization_49/ReadVariableOp_1"; +"1765 maskrcnn/batch_normalization_49/ReadVariableOp_1" -> "1770 maskrcnn/batch_normalization_49/FusedBatchNormV3"; +"1766 maskrcnn/batch_normalization_49/FusedBatchNormV3/ReadVariableOp/resource" -> "1767 maskrcnn/batch_normalization_49/FusedBatchNormV3/ReadVariableOp"; +"1767 maskrcnn/batch_normalization_49/FusedBatchNormV3/ReadVariableOp" -> "1770 maskrcnn/batch_normalization_49/FusedBatchNormV3"; +"1768 maskrcnn/batch_normalization_49/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1769 maskrcnn/batch_normalization_49/FusedBatchNormV3/ReadVariableOp_1"; +"1769 maskrcnn/batch_normalization_49/FusedBatchNormV3/ReadVariableOp_1" -> "1770 maskrcnn/batch_normalization_49/FusedBatchNormV3"; +"1770 maskrcnn/batch_normalization_49/FusedBatchNormV3" -> "1780 maskrcnn/batch_normalization_49/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1771 maskrcnn/batch_normalization_49/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1772 maskrcnn/batch_normalization_49/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"1772 maskrcnn/batch_normalization_49/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1773 maskrcnn/batch_normalization_49/fake_quantize/AsymmQuant/Abs"; +"1773 maskrcnn/batch_normalization_49/fake_quantize/AsymmQuant/Abs" -> "1775 maskrcnn/batch_normalization_49/fake_quantize/AsymmQuant/add"; +"1774 maskrcnn/batch_normalization_49/fake_quantize/AsymmQuant/add/y" -> "1775 maskrcnn/batch_normalization_49/fake_quantize/AsymmQuant/add"; +"1775 maskrcnn/batch_normalization_49/fake_quantize/AsymmQuant/add" -> "1778 maskrcnn/batch_normalization_49/fake_quantize/AsymmQuant/add_1"; +"1776 maskrcnn/batch_normalization_49/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1777 maskrcnn/batch_normalization_49/fake_quantize/AsymmQuant/ReadVariableOp"; +"1776 maskrcnn/batch_normalization_49/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1779 maskrcnn/batch_normalization_49/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"1777 maskrcnn/batch_normalization_49/fake_quantize/AsymmQuant/ReadVariableOp" -> "1778 maskrcnn/batch_normalization_49/fake_quantize/AsymmQuant/add_1"; +"1778 maskrcnn/batch_normalization_49/fake_quantize/AsymmQuant/add_1" -> "1780 maskrcnn/batch_normalization_49/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1779 maskrcnn/batch_normalization_49/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1780 maskrcnn/batch_normalization_49/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1780 maskrcnn/batch_normalization_49/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1781 maskrcnn/tf.__operators__.add_14/AddV2"; +"1781 maskrcnn/tf.__operators__.add_14/AddV2" -> "1782 maskrcnn/tf.nn.relu_45/Relu"; +"1782 maskrcnn/tf.nn.relu_45/Relu" -> "1792 maskrcnn/tf.nn.relu_45/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1783 maskrcnn/tf.nn.relu_45/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1784 maskrcnn/tf.nn.relu_45/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"1784 maskrcnn/tf.nn.relu_45/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1785 maskrcnn/tf.nn.relu_45/fake_quantize/AsymmQuant/Abs"; +"1785 maskrcnn/tf.nn.relu_45/fake_quantize/AsymmQuant/Abs" -> "1787 maskrcnn/tf.nn.relu_45/fake_quantize/AsymmQuant/add"; +"1786 maskrcnn/tf.nn.relu_45/fake_quantize/AsymmQuant/add/y" -> "1787 maskrcnn/tf.nn.relu_45/fake_quantize/AsymmQuant/add"; +"1787 maskrcnn/tf.nn.relu_45/fake_quantize/AsymmQuant/add" -> "1790 maskrcnn/tf.nn.relu_45/fake_quantize/AsymmQuant/add_1"; +"1788 maskrcnn/tf.nn.relu_45/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1789 maskrcnn/tf.nn.relu_45/fake_quantize/AsymmQuant/ReadVariableOp"; +"1788 maskrcnn/tf.nn.relu_45/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1791 maskrcnn/tf.nn.relu_45/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"1789 maskrcnn/tf.nn.relu_45/fake_quantize/AsymmQuant/ReadVariableOp" -> "1790 maskrcnn/tf.nn.relu_45/fake_quantize/AsymmQuant/add_1"; +"1790 maskrcnn/tf.nn.relu_45/fake_quantize/AsymmQuant/add_1" -> "1792 maskrcnn/tf.nn.relu_45/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1791 maskrcnn/tf.nn.relu_45/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1792 maskrcnn/tf.nn.relu_45/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1792 maskrcnn/tf.nn.relu_45/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1804 maskrcnn/conv2d_50/Conv2D"; +"1792 maskrcnn/tf.nn.relu_45/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1888 maskrcnn/tf.__operators__.add_15/AddV2"; +"1793 maskrcnn/conv2d_50/SymmQuant/Abs/ReadVariableOp/resource" -> "1794 maskrcnn/conv2d_50/SymmQuant/Abs/ReadVariableOp"; +"1794 maskrcnn/conv2d_50/SymmQuant/Abs/ReadVariableOp" -> "1795 maskrcnn/conv2d_50/SymmQuant/Abs"; +"1795 maskrcnn/conv2d_50/SymmQuant/Abs" -> "1797 maskrcnn/conv2d_50/SymmQuant/add"; +"1796 maskrcnn/conv2d_50/SymmQuant/add/y" -> "1797 maskrcnn/conv2d_50/SymmQuant/add"; +"1797 maskrcnn/conv2d_50/SymmQuant/add" -> "1800 maskrcnn/conv2d_50/SymmQuant/mul"; +"1797 maskrcnn/conv2d_50/SymmQuant/add" -> "1803 maskrcnn/conv2d_50/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"1798 maskrcnn/conv2d_50/SymmQuant/mul/ReadVariableOp/resource" -> "1799 maskrcnn/conv2d_50/SymmQuant/mul/ReadVariableOp"; +"1799 maskrcnn/conv2d_50/SymmQuant/mul/ReadVariableOp" -> "1800 maskrcnn/conv2d_50/SymmQuant/mul"; +"1800 maskrcnn/conv2d_50/SymmQuant/mul" -> "1803 maskrcnn/conv2d_50/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"1801 maskrcnn/conv2d_50/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1802 maskrcnn/conv2d_50/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; +"1802 maskrcnn/conv2d_50/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1803 maskrcnn/conv2d_50/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"1803 maskrcnn/conv2d_50/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1804 maskrcnn/conv2d_50/Conv2D"; +"1804 maskrcnn/conv2d_50/Conv2D" -> "1813 maskrcnn/batch_normalization_50/FusedBatchNormV3"; +"1805 maskrcnn/batch_normalization_50/ReadVariableOp/resource" -> "1806 maskrcnn/batch_normalization_50/ReadVariableOp"; +"1806 maskrcnn/batch_normalization_50/ReadVariableOp" -> "1813 maskrcnn/batch_normalization_50/FusedBatchNormV3"; +"1807 maskrcnn/batch_normalization_50/ReadVariableOp_1/resource" -> "1808 maskrcnn/batch_normalization_50/ReadVariableOp_1"; +"1808 maskrcnn/batch_normalization_50/ReadVariableOp_1" -> "1813 maskrcnn/batch_normalization_50/FusedBatchNormV3"; +"1809 maskrcnn/batch_normalization_50/FusedBatchNormV3/ReadVariableOp/resource" -> "1810 maskrcnn/batch_normalization_50/FusedBatchNormV3/ReadVariableOp"; +"1810 maskrcnn/batch_normalization_50/FusedBatchNormV3/ReadVariableOp" -> "1813 maskrcnn/batch_normalization_50/FusedBatchNormV3"; +"1811 maskrcnn/batch_normalization_50/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1812 maskrcnn/batch_normalization_50/FusedBatchNormV3/ReadVariableOp_1"; +"1812 maskrcnn/batch_normalization_50/FusedBatchNormV3/ReadVariableOp_1" -> "1813 maskrcnn/batch_normalization_50/FusedBatchNormV3"; +"1813 maskrcnn/batch_normalization_50/FusedBatchNormV3" -> "1814 maskrcnn/tf.nn.relu_46/Relu"; +"1814 maskrcnn/tf.nn.relu_46/Relu" -> "1824 maskrcnn/tf.nn.relu_46/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1815 maskrcnn/tf.nn.relu_46/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1816 maskrcnn/tf.nn.relu_46/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"1816 maskrcnn/tf.nn.relu_46/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1817 maskrcnn/tf.nn.relu_46/fake_quantize/AsymmQuant/Abs"; +"1817 maskrcnn/tf.nn.relu_46/fake_quantize/AsymmQuant/Abs" -> "1819 maskrcnn/tf.nn.relu_46/fake_quantize/AsymmQuant/add"; +"1818 maskrcnn/tf.nn.relu_46/fake_quantize/AsymmQuant/add/y" -> "1819 maskrcnn/tf.nn.relu_46/fake_quantize/AsymmQuant/add"; +"1819 maskrcnn/tf.nn.relu_46/fake_quantize/AsymmQuant/add" -> "1822 maskrcnn/tf.nn.relu_46/fake_quantize/AsymmQuant/add_1"; +"1820 maskrcnn/tf.nn.relu_46/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1821 maskrcnn/tf.nn.relu_46/fake_quantize/AsymmQuant/ReadVariableOp"; +"1820 maskrcnn/tf.nn.relu_46/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1823 maskrcnn/tf.nn.relu_46/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"1821 maskrcnn/tf.nn.relu_46/fake_quantize/AsymmQuant/ReadVariableOp" -> "1822 maskrcnn/tf.nn.relu_46/fake_quantize/AsymmQuant/add_1"; +"1822 maskrcnn/tf.nn.relu_46/fake_quantize/AsymmQuant/add_1" -> "1824 maskrcnn/tf.nn.relu_46/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1823 maskrcnn/tf.nn.relu_46/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1824 maskrcnn/tf.nn.relu_46/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1824 maskrcnn/tf.nn.relu_46/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1836 maskrcnn/conv2d_51/Conv2D"; +"1825 maskrcnn/conv2d_51/SymmQuant/Abs/ReadVariableOp/resource" -> "1826 maskrcnn/conv2d_51/SymmQuant/Abs/ReadVariableOp"; +"1826 maskrcnn/conv2d_51/SymmQuant/Abs/ReadVariableOp" -> "1827 maskrcnn/conv2d_51/SymmQuant/Abs"; +"1827 maskrcnn/conv2d_51/SymmQuant/Abs" -> "1829 maskrcnn/conv2d_51/SymmQuant/add"; +"1828 maskrcnn/conv2d_51/SymmQuant/add/y" -> "1829 maskrcnn/conv2d_51/SymmQuant/add"; +"1829 maskrcnn/conv2d_51/SymmQuant/add" -> "1832 maskrcnn/conv2d_51/SymmQuant/mul"; +"1829 maskrcnn/conv2d_51/SymmQuant/add" -> "1835 maskrcnn/conv2d_51/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"1830 maskrcnn/conv2d_51/SymmQuant/mul/ReadVariableOp/resource" -> "1831 maskrcnn/conv2d_51/SymmQuant/mul/ReadVariableOp"; +"1831 maskrcnn/conv2d_51/SymmQuant/mul/ReadVariableOp" -> "1832 maskrcnn/conv2d_51/SymmQuant/mul"; +"1832 maskrcnn/conv2d_51/SymmQuant/mul" -> "1835 maskrcnn/conv2d_51/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"1833 maskrcnn/conv2d_51/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1834 maskrcnn/conv2d_51/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; +"1834 maskrcnn/conv2d_51/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1835 maskrcnn/conv2d_51/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"1835 maskrcnn/conv2d_51/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1836 maskrcnn/conv2d_51/Conv2D"; +"1836 maskrcnn/conv2d_51/Conv2D" -> "1845 maskrcnn/batch_normalization_51/FusedBatchNormV3"; +"1837 maskrcnn/batch_normalization_51/ReadVariableOp/resource" -> "1838 maskrcnn/batch_normalization_51/ReadVariableOp"; +"1838 maskrcnn/batch_normalization_51/ReadVariableOp" -> "1845 maskrcnn/batch_normalization_51/FusedBatchNormV3"; +"1839 maskrcnn/batch_normalization_51/ReadVariableOp_1/resource" -> "1840 maskrcnn/batch_normalization_51/ReadVariableOp_1"; +"1840 maskrcnn/batch_normalization_51/ReadVariableOp_1" -> "1845 maskrcnn/batch_normalization_51/FusedBatchNormV3"; +"1841 maskrcnn/batch_normalization_51/FusedBatchNormV3/ReadVariableOp/resource" -> "1842 maskrcnn/batch_normalization_51/FusedBatchNormV3/ReadVariableOp"; +"1842 maskrcnn/batch_normalization_51/FusedBatchNormV3/ReadVariableOp" -> "1845 maskrcnn/batch_normalization_51/FusedBatchNormV3"; +"1843 maskrcnn/batch_normalization_51/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1844 maskrcnn/batch_normalization_51/FusedBatchNormV3/ReadVariableOp_1"; +"1844 maskrcnn/batch_normalization_51/FusedBatchNormV3/ReadVariableOp_1" -> "1845 maskrcnn/batch_normalization_51/FusedBatchNormV3"; +"1845 maskrcnn/batch_normalization_51/FusedBatchNormV3" -> "1846 maskrcnn/tf.nn.relu_47/Relu"; +"1846 maskrcnn/tf.nn.relu_47/Relu" -> "1856 maskrcnn/tf.nn.relu_47/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1847 maskrcnn/tf.nn.relu_47/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1848 maskrcnn/tf.nn.relu_47/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"1848 maskrcnn/tf.nn.relu_47/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1849 maskrcnn/tf.nn.relu_47/fake_quantize/AsymmQuant/Abs"; +"1849 maskrcnn/tf.nn.relu_47/fake_quantize/AsymmQuant/Abs" -> "1851 maskrcnn/tf.nn.relu_47/fake_quantize/AsymmQuant/add"; +"1850 maskrcnn/tf.nn.relu_47/fake_quantize/AsymmQuant/add/y" -> "1851 maskrcnn/tf.nn.relu_47/fake_quantize/AsymmQuant/add"; +"1851 maskrcnn/tf.nn.relu_47/fake_quantize/AsymmQuant/add" -> "1854 maskrcnn/tf.nn.relu_47/fake_quantize/AsymmQuant/add_1"; +"1852 maskrcnn/tf.nn.relu_47/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1853 maskrcnn/tf.nn.relu_47/fake_quantize/AsymmQuant/ReadVariableOp"; +"1852 maskrcnn/tf.nn.relu_47/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1855 maskrcnn/tf.nn.relu_47/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"1853 maskrcnn/tf.nn.relu_47/fake_quantize/AsymmQuant/ReadVariableOp" -> "1854 maskrcnn/tf.nn.relu_47/fake_quantize/AsymmQuant/add_1"; +"1854 maskrcnn/tf.nn.relu_47/fake_quantize/AsymmQuant/add_1" -> "1856 maskrcnn/tf.nn.relu_47/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1855 maskrcnn/tf.nn.relu_47/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1856 maskrcnn/tf.nn.relu_47/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1856 maskrcnn/tf.nn.relu_47/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1868 maskrcnn/conv2d_52/Conv2D"; +"1857 maskrcnn/conv2d_52/SymmQuant/Abs/ReadVariableOp/resource" -> "1858 maskrcnn/conv2d_52/SymmQuant/Abs/ReadVariableOp"; +"1858 maskrcnn/conv2d_52/SymmQuant/Abs/ReadVariableOp" -> "1859 maskrcnn/conv2d_52/SymmQuant/Abs"; +"1859 maskrcnn/conv2d_52/SymmQuant/Abs" -> "1861 maskrcnn/conv2d_52/SymmQuant/add"; +"1860 maskrcnn/conv2d_52/SymmQuant/add/y" -> "1861 maskrcnn/conv2d_52/SymmQuant/add"; +"1861 maskrcnn/conv2d_52/SymmQuant/add" -> "1864 maskrcnn/conv2d_52/SymmQuant/mul"; +"1861 maskrcnn/conv2d_52/SymmQuant/add" -> "1867 maskrcnn/conv2d_52/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"1862 maskrcnn/conv2d_52/SymmQuant/mul/ReadVariableOp/resource" -> "1863 maskrcnn/conv2d_52/SymmQuant/mul/ReadVariableOp"; +"1863 maskrcnn/conv2d_52/SymmQuant/mul/ReadVariableOp" -> "1864 maskrcnn/conv2d_52/SymmQuant/mul"; +"1864 maskrcnn/conv2d_52/SymmQuant/mul" -> "1867 maskrcnn/conv2d_52/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"1865 maskrcnn/conv2d_52/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1866 maskrcnn/conv2d_52/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; +"1866 maskrcnn/conv2d_52/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1867 maskrcnn/conv2d_52/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"1867 maskrcnn/conv2d_52/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1868 maskrcnn/conv2d_52/Conv2D"; +"1868 maskrcnn/conv2d_52/Conv2D" -> "1877 maskrcnn/batch_normalization_52/FusedBatchNormV3"; +"1869 maskrcnn/batch_normalization_52/ReadVariableOp/resource" -> "1870 maskrcnn/batch_normalization_52/ReadVariableOp"; +"1870 maskrcnn/batch_normalization_52/ReadVariableOp" -> "1877 maskrcnn/batch_normalization_52/FusedBatchNormV3"; +"1871 maskrcnn/batch_normalization_52/ReadVariableOp_1/resource" -> "1872 maskrcnn/batch_normalization_52/ReadVariableOp_1"; +"1872 maskrcnn/batch_normalization_52/ReadVariableOp_1" -> "1877 maskrcnn/batch_normalization_52/FusedBatchNormV3"; +"1873 maskrcnn/batch_normalization_52/FusedBatchNormV3/ReadVariableOp/resource" -> "1874 maskrcnn/batch_normalization_52/FusedBatchNormV3/ReadVariableOp"; +"1874 maskrcnn/batch_normalization_52/FusedBatchNormV3/ReadVariableOp" -> "1877 maskrcnn/batch_normalization_52/FusedBatchNormV3"; +"1875 maskrcnn/batch_normalization_52/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1876 maskrcnn/batch_normalization_52/FusedBatchNormV3/ReadVariableOp_1"; +"1876 maskrcnn/batch_normalization_52/FusedBatchNormV3/ReadVariableOp_1" -> "1877 maskrcnn/batch_normalization_52/FusedBatchNormV3"; +"1877 maskrcnn/batch_normalization_52/FusedBatchNormV3" -> "1887 maskrcnn/batch_normalization_52/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1878 maskrcnn/batch_normalization_52/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1879 maskrcnn/batch_normalization_52/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"1879 maskrcnn/batch_normalization_52/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1880 maskrcnn/batch_normalization_52/fake_quantize/AsymmQuant/Abs"; +"1880 maskrcnn/batch_normalization_52/fake_quantize/AsymmQuant/Abs" -> "1882 maskrcnn/batch_normalization_52/fake_quantize/AsymmQuant/add"; +"1881 maskrcnn/batch_normalization_52/fake_quantize/AsymmQuant/add/y" -> "1882 maskrcnn/batch_normalization_52/fake_quantize/AsymmQuant/add"; +"1882 maskrcnn/batch_normalization_52/fake_quantize/AsymmQuant/add" -> "1885 maskrcnn/batch_normalization_52/fake_quantize/AsymmQuant/add_1"; +"1883 maskrcnn/batch_normalization_52/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1884 maskrcnn/batch_normalization_52/fake_quantize/AsymmQuant/ReadVariableOp"; +"1883 maskrcnn/batch_normalization_52/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1886 maskrcnn/batch_normalization_52/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"1884 maskrcnn/batch_normalization_52/fake_quantize/AsymmQuant/ReadVariableOp" -> "1885 maskrcnn/batch_normalization_52/fake_quantize/AsymmQuant/add_1"; +"1885 maskrcnn/batch_normalization_52/fake_quantize/AsymmQuant/add_1" -> "1887 maskrcnn/batch_normalization_52/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1886 maskrcnn/batch_normalization_52/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1887 maskrcnn/batch_normalization_52/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1887 maskrcnn/batch_normalization_52/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1888 maskrcnn/tf.__operators__.add_15/AddV2"; +"1888 maskrcnn/tf.__operators__.add_15/AddV2" -> "1889 maskrcnn/tf.nn.relu_48/Relu"; +"1889 maskrcnn/tf.nn.relu_48/Relu" -> "1899 maskrcnn/tf.nn.relu_48/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1890 maskrcnn/tf.nn.relu_48/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1891 maskrcnn/tf.nn.relu_48/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"1891 maskrcnn/tf.nn.relu_48/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1892 maskrcnn/tf.nn.relu_48/fake_quantize/AsymmQuant/Abs"; +"1892 maskrcnn/tf.nn.relu_48/fake_quantize/AsymmQuant/Abs" -> "1894 maskrcnn/tf.nn.relu_48/fake_quantize/AsymmQuant/add"; +"1893 maskrcnn/tf.nn.relu_48/fake_quantize/AsymmQuant/add/y" -> "1894 maskrcnn/tf.nn.relu_48/fake_quantize/AsymmQuant/add"; +"1894 maskrcnn/tf.nn.relu_48/fake_quantize/AsymmQuant/add" -> "1897 maskrcnn/tf.nn.relu_48/fake_quantize/AsymmQuant/add_1"; +"1895 maskrcnn/tf.nn.relu_48/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1896 maskrcnn/tf.nn.relu_48/fake_quantize/AsymmQuant/ReadVariableOp"; +"1895 maskrcnn/tf.nn.relu_48/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1898 maskrcnn/tf.nn.relu_48/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"1896 maskrcnn/tf.nn.relu_48/fake_quantize/AsymmQuant/ReadVariableOp" -> "1897 maskrcnn/tf.nn.relu_48/fake_quantize/AsymmQuant/add_1"; +"1897 maskrcnn/tf.nn.relu_48/fake_quantize/AsymmQuant/add_1" -> "1899 maskrcnn/tf.nn.relu_48/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1898 maskrcnn/tf.nn.relu_48/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1899 maskrcnn/tf.nn.relu_48/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1899 maskrcnn/tf.nn.relu_48/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1900 maskrcnn/tf.identity_5/Identity"; +"1900 maskrcnn/tf.identity_5/Identity" -> "1912 maskrcnn/l5/Conv2D"; +"1901 maskrcnn/l5/SymmQuant/Abs/ReadVariableOp/resource" -> "1902 maskrcnn/l5/SymmQuant/Abs/ReadVariableOp"; +"1902 maskrcnn/l5/SymmQuant/Abs/ReadVariableOp" -> "1903 maskrcnn/l5/SymmQuant/Abs"; +"1903 maskrcnn/l5/SymmQuant/Abs" -> "1905 maskrcnn/l5/SymmQuant/add"; +"1904 maskrcnn/l5/SymmQuant/add/y" -> "1905 maskrcnn/l5/SymmQuant/add"; +"1905 maskrcnn/l5/SymmQuant/add" -> "1908 maskrcnn/l5/SymmQuant/mul"; +"1905 maskrcnn/l5/SymmQuant/add" -> "1911 maskrcnn/l5/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"1906 maskrcnn/l5/SymmQuant/mul/ReadVariableOp/resource" -> "1907 maskrcnn/l5/SymmQuant/mul/ReadVariableOp"; +"1907 maskrcnn/l5/SymmQuant/mul/ReadVariableOp" -> "1908 maskrcnn/l5/SymmQuant/mul"; +"1908 maskrcnn/l5/SymmQuant/mul" -> "1911 maskrcnn/l5/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"1909 maskrcnn/l5/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1910 maskrcnn/l5/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; +"1910 maskrcnn/l5/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1911 maskrcnn/l5/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"1911 maskrcnn/l5/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1912 maskrcnn/l5/Conv2D"; +"1912 maskrcnn/l5/Conv2D" -> "1915 maskrcnn/l5/BiasAdd"; +"1913 maskrcnn/l5/BiasAdd/ReadVariableOp/resource" -> "1914 maskrcnn/l5/BiasAdd/ReadVariableOp"; +"1914 maskrcnn/l5/BiasAdd/ReadVariableOp" -> "1915 maskrcnn/l5/BiasAdd"; +"1915 maskrcnn/l5/BiasAdd" -> "1925 maskrcnn/l5/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1916 maskrcnn/l5/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1917 maskrcnn/l5/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"1917 maskrcnn/l5/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1918 maskrcnn/l5/fake_quantize/AsymmQuant/Abs"; +"1918 maskrcnn/l5/fake_quantize/AsymmQuant/Abs" -> "1920 maskrcnn/l5/fake_quantize/AsymmQuant/add"; +"1919 maskrcnn/l5/fake_quantize/AsymmQuant/add/y" -> "1920 maskrcnn/l5/fake_quantize/AsymmQuant/add"; +"1920 maskrcnn/l5/fake_quantize/AsymmQuant/add" -> "1923 maskrcnn/l5/fake_quantize/AsymmQuant/add_1"; +"1921 maskrcnn/l5/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1922 maskrcnn/l5/fake_quantize/AsymmQuant/ReadVariableOp"; +"1921 maskrcnn/l5/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1924 maskrcnn/l5/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"1922 maskrcnn/l5/fake_quantize/AsymmQuant/ReadVariableOp" -> "1923 maskrcnn/l5/fake_quantize/AsymmQuant/add_1"; +"1923 maskrcnn/l5/fake_quantize/AsymmQuant/add_1" -> "1925 maskrcnn/l5/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1924 maskrcnn/l5/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1925 maskrcnn/l5/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1925 maskrcnn/l5/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1944 maskrcnn/up_sampling2d/resize/ResizeNearestNeighbor"; +"1925 maskrcnn/l5/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "2076 maskrcnn/post_hoc_d5/Conv2D"; +"1926 maskrcnn/l4/SymmQuant/Abs/ReadVariableOp/resource" -> "1927 maskrcnn/l4/SymmQuant/Abs/ReadVariableOp"; +"1927 maskrcnn/l4/SymmQuant/Abs/ReadVariableOp" -> "1928 maskrcnn/l4/SymmQuant/Abs"; +"1928 maskrcnn/l4/SymmQuant/Abs" -> "1930 maskrcnn/l4/SymmQuant/add"; +"1929 maskrcnn/l4/SymmQuant/add/y" -> "1930 maskrcnn/l4/SymmQuant/add"; +"1930 maskrcnn/l4/SymmQuant/add" -> "1933 maskrcnn/l4/SymmQuant/mul"; +"1930 maskrcnn/l4/SymmQuant/add" -> "1936 maskrcnn/l4/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"1931 maskrcnn/l4/SymmQuant/mul/ReadVariableOp/resource" -> "1932 maskrcnn/l4/SymmQuant/mul/ReadVariableOp"; +"1932 maskrcnn/l4/SymmQuant/mul/ReadVariableOp" -> "1933 maskrcnn/l4/SymmQuant/mul"; +"1933 maskrcnn/l4/SymmQuant/mul" -> "1936 maskrcnn/l4/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"1934 maskrcnn/l4/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1935 maskrcnn/l4/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; +"1935 maskrcnn/l4/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1936 maskrcnn/l4/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"1936 maskrcnn/l4/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1937 maskrcnn/l4/Conv2D"; +"1937 maskrcnn/l4/Conv2D" -> "1940 maskrcnn/l4/BiasAdd"; +"1938 maskrcnn/l4/BiasAdd/ReadVariableOp/resource" -> "1939 maskrcnn/l4/BiasAdd/ReadVariableOp"; +"1939 maskrcnn/l4/BiasAdd/ReadVariableOp" -> "1940 maskrcnn/l4/BiasAdd"; +"1940 maskrcnn/l4/BiasAdd" -> "1964 maskrcnn/l4/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1941 maskrcnn/up_sampling2d/Const" -> "1943 maskrcnn/up_sampling2d/mul"; +"1942 maskrcnn/up_sampling2d/Const_1" -> "1943 maskrcnn/up_sampling2d/mul"; +"1943 maskrcnn/up_sampling2d/mul" -> "1944 maskrcnn/up_sampling2d/resize/ResizeNearestNeighbor"; +"1944 maskrcnn/up_sampling2d/resize/ResizeNearestNeighbor" -> "1954 maskrcnn/up_sampling2d/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1945 maskrcnn/up_sampling2d/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1946 maskrcnn/up_sampling2d/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"1946 maskrcnn/up_sampling2d/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1947 maskrcnn/up_sampling2d/fake_quantize/AsymmQuant/Abs"; +"1947 maskrcnn/up_sampling2d/fake_quantize/AsymmQuant/Abs" -> "1949 maskrcnn/up_sampling2d/fake_quantize/AsymmQuant/add"; +"1948 maskrcnn/up_sampling2d/fake_quantize/AsymmQuant/add/y" -> "1949 maskrcnn/up_sampling2d/fake_quantize/AsymmQuant/add"; +"1949 maskrcnn/up_sampling2d/fake_quantize/AsymmQuant/add" -> "1952 maskrcnn/up_sampling2d/fake_quantize/AsymmQuant/add_1"; +"1950 maskrcnn/up_sampling2d/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1951 maskrcnn/up_sampling2d/fake_quantize/AsymmQuant/ReadVariableOp"; +"1950 maskrcnn/up_sampling2d/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1953 maskrcnn/up_sampling2d/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"1951 maskrcnn/up_sampling2d/fake_quantize/AsymmQuant/ReadVariableOp" -> "1952 maskrcnn/up_sampling2d/fake_quantize/AsymmQuant/add_1"; +"1952 maskrcnn/up_sampling2d/fake_quantize/AsymmQuant/add_1" -> "1954 maskrcnn/up_sampling2d/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1953 maskrcnn/up_sampling2d/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1954 maskrcnn/up_sampling2d/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1954 maskrcnn/up_sampling2d/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1965 maskrcnn/tf.__operators__.add_16/AddV2"; +"1955 maskrcnn/l4/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1956 maskrcnn/l4/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"1956 maskrcnn/l4/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1957 maskrcnn/l4/fake_quantize/AsymmQuant/Abs"; +"1957 maskrcnn/l4/fake_quantize/AsymmQuant/Abs" -> "1959 maskrcnn/l4/fake_quantize/AsymmQuant/add"; +"1958 maskrcnn/l4/fake_quantize/AsymmQuant/add/y" -> "1959 maskrcnn/l4/fake_quantize/AsymmQuant/add"; +"1959 maskrcnn/l4/fake_quantize/AsymmQuant/add" -> "1962 maskrcnn/l4/fake_quantize/AsymmQuant/add_1"; +"1960 maskrcnn/l4/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1961 maskrcnn/l4/fake_quantize/AsymmQuant/ReadVariableOp"; +"1960 maskrcnn/l4/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1963 maskrcnn/l4/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"1961 maskrcnn/l4/fake_quantize/AsymmQuant/ReadVariableOp" -> "1962 maskrcnn/l4/fake_quantize/AsymmQuant/add_1"; +"1962 maskrcnn/l4/fake_quantize/AsymmQuant/add_1" -> "1964 maskrcnn/l4/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1963 maskrcnn/l4/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1964 maskrcnn/l4/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1964 maskrcnn/l4/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1965 maskrcnn/tf.__operators__.add_16/AddV2"; +"1965 maskrcnn/tf.__operators__.add_16/AddV2" -> "1975 maskrcnn/tf.__operators__.add_16/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1966 maskrcnn/tf.__operators__.add_16/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1967 maskrcnn/tf.__operators__.add_16/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"1967 maskrcnn/tf.__operators__.add_16/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1968 maskrcnn/tf.__operators__.add_16/fake_quantize/AsymmQuant/Abs"; +"1968 maskrcnn/tf.__operators__.add_16/fake_quantize/AsymmQuant/Abs" -> "1970 maskrcnn/tf.__operators__.add_16/fake_quantize/AsymmQuant/add"; +"1969 maskrcnn/tf.__operators__.add_16/fake_quantize/AsymmQuant/add/y" -> "1970 maskrcnn/tf.__operators__.add_16/fake_quantize/AsymmQuant/add"; +"1970 maskrcnn/tf.__operators__.add_16/fake_quantize/AsymmQuant/add" -> "1973 maskrcnn/tf.__operators__.add_16/fake_quantize/AsymmQuant/add_1"; +"1971 maskrcnn/tf.__operators__.add_16/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1972 maskrcnn/tf.__operators__.add_16/fake_quantize/AsymmQuant/ReadVariableOp"; +"1971 maskrcnn/tf.__operators__.add_16/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1974 maskrcnn/tf.__operators__.add_16/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"1972 maskrcnn/tf.__operators__.add_16/fake_quantize/AsymmQuant/ReadVariableOp" -> "1973 maskrcnn/tf.__operators__.add_16/fake_quantize/AsymmQuant/add_1"; +"1973 maskrcnn/tf.__operators__.add_16/fake_quantize/AsymmQuant/add_1" -> "1975 maskrcnn/tf.__operators__.add_16/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1974 maskrcnn/tf.__operators__.add_16/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1975 maskrcnn/tf.__operators__.add_16/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1975 maskrcnn/tf.__operators__.add_16/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1994 maskrcnn/up_sampling2d_1/resize/ResizeNearestNeighbor"; +"1975 maskrcnn/tf.__operators__.add_16/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "2127 maskrcnn/post_hoc_d4/Conv2D"; +"1976 maskrcnn/l3/SymmQuant/Abs/ReadVariableOp/resource" -> "1977 maskrcnn/l3/SymmQuant/Abs/ReadVariableOp"; +"1977 maskrcnn/l3/SymmQuant/Abs/ReadVariableOp" -> "1978 maskrcnn/l3/SymmQuant/Abs"; +"1978 maskrcnn/l3/SymmQuant/Abs" -> "1980 maskrcnn/l3/SymmQuant/add"; +"1979 maskrcnn/l3/SymmQuant/add/y" -> "1980 maskrcnn/l3/SymmQuant/add"; +"1980 maskrcnn/l3/SymmQuant/add" -> "1983 maskrcnn/l3/SymmQuant/mul"; +"1980 maskrcnn/l3/SymmQuant/add" -> "1986 maskrcnn/l3/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"1981 maskrcnn/l3/SymmQuant/mul/ReadVariableOp/resource" -> "1982 maskrcnn/l3/SymmQuant/mul/ReadVariableOp"; +"1982 maskrcnn/l3/SymmQuant/mul/ReadVariableOp" -> "1983 maskrcnn/l3/SymmQuant/mul"; +"1983 maskrcnn/l3/SymmQuant/mul" -> "1986 maskrcnn/l3/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"1984 maskrcnn/l3/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1985 maskrcnn/l3/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; +"1985 maskrcnn/l3/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1986 maskrcnn/l3/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"1986 maskrcnn/l3/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1987 maskrcnn/l3/Conv2D"; +"1987 maskrcnn/l3/Conv2D" -> "1990 maskrcnn/l3/BiasAdd"; +"1988 maskrcnn/l3/BiasAdd/ReadVariableOp/resource" -> "1989 maskrcnn/l3/BiasAdd/ReadVariableOp"; +"1989 maskrcnn/l3/BiasAdd/ReadVariableOp" -> "1990 maskrcnn/l3/BiasAdd"; +"1990 maskrcnn/l3/BiasAdd" -> "2014 maskrcnn/l3/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1991 maskrcnn/up_sampling2d_1/Const" -> "1993 maskrcnn/up_sampling2d_1/mul"; +"1992 maskrcnn/up_sampling2d_1/Const_1" -> "1993 maskrcnn/up_sampling2d_1/mul"; +"1993 maskrcnn/up_sampling2d_1/mul" -> "1994 maskrcnn/up_sampling2d_1/resize/ResizeNearestNeighbor"; +"1994 maskrcnn/up_sampling2d_1/resize/ResizeNearestNeighbor" -> "2004 maskrcnn/up_sampling2d_1/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"1995 maskrcnn/up_sampling2d_1/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1996 maskrcnn/up_sampling2d_1/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"1996 maskrcnn/up_sampling2d_1/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1997 maskrcnn/up_sampling2d_1/fake_quantize/AsymmQuant/Abs"; +"1997 maskrcnn/up_sampling2d_1/fake_quantize/AsymmQuant/Abs" -> "1999 maskrcnn/up_sampling2d_1/fake_quantize/AsymmQuant/add"; +"1998 maskrcnn/up_sampling2d_1/fake_quantize/AsymmQuant/add/y" -> "1999 maskrcnn/up_sampling2d_1/fake_quantize/AsymmQuant/add"; +"1999 maskrcnn/up_sampling2d_1/fake_quantize/AsymmQuant/add" -> "2002 maskrcnn/up_sampling2d_1/fake_quantize/AsymmQuant/add_1"; +"2000 maskrcnn/up_sampling2d_1/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2001 maskrcnn/up_sampling2d_1/fake_quantize/AsymmQuant/ReadVariableOp"; +"2000 maskrcnn/up_sampling2d_1/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2003 maskrcnn/up_sampling2d_1/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"2001 maskrcnn/up_sampling2d_1/fake_quantize/AsymmQuant/ReadVariableOp" -> "2002 maskrcnn/up_sampling2d_1/fake_quantize/AsymmQuant/add_1"; +"2002 maskrcnn/up_sampling2d_1/fake_quantize/AsymmQuant/add_1" -> "2004 maskrcnn/up_sampling2d_1/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"2003 maskrcnn/up_sampling2d_1/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2004 maskrcnn/up_sampling2d_1/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"2004 maskrcnn/up_sampling2d_1/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "2015 maskrcnn/tf.__operators__.add_17/AddV2"; +"2005 maskrcnn/l3/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "2006 maskrcnn/l3/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"2006 maskrcnn/l3/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "2007 maskrcnn/l3/fake_quantize/AsymmQuant/Abs"; +"2007 maskrcnn/l3/fake_quantize/AsymmQuant/Abs" -> "2009 maskrcnn/l3/fake_quantize/AsymmQuant/add"; +"2008 maskrcnn/l3/fake_quantize/AsymmQuant/add/y" -> "2009 maskrcnn/l3/fake_quantize/AsymmQuant/add"; +"2009 maskrcnn/l3/fake_quantize/AsymmQuant/add" -> "2012 maskrcnn/l3/fake_quantize/AsymmQuant/add_1"; +"2010 maskrcnn/l3/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2011 maskrcnn/l3/fake_quantize/AsymmQuant/ReadVariableOp"; +"2010 maskrcnn/l3/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2013 maskrcnn/l3/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"2011 maskrcnn/l3/fake_quantize/AsymmQuant/ReadVariableOp" -> "2012 maskrcnn/l3/fake_quantize/AsymmQuant/add_1"; +"2012 maskrcnn/l3/fake_quantize/AsymmQuant/add_1" -> "2014 maskrcnn/l3/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"2013 maskrcnn/l3/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2014 maskrcnn/l3/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"2014 maskrcnn/l3/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "2015 maskrcnn/tf.__operators__.add_17/AddV2"; +"2015 maskrcnn/tf.__operators__.add_17/AddV2" -> "2025 maskrcnn/tf.__operators__.add_17/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"2016 maskrcnn/tf.__operators__.add_17/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "2017 maskrcnn/tf.__operators__.add_17/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"2017 maskrcnn/tf.__operators__.add_17/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "2018 maskrcnn/tf.__operators__.add_17/fake_quantize/AsymmQuant/Abs"; +"2018 maskrcnn/tf.__operators__.add_17/fake_quantize/AsymmQuant/Abs" -> "2020 maskrcnn/tf.__operators__.add_17/fake_quantize/AsymmQuant/add"; +"2019 maskrcnn/tf.__operators__.add_17/fake_quantize/AsymmQuant/add/y" -> "2020 maskrcnn/tf.__operators__.add_17/fake_quantize/AsymmQuant/add"; +"2020 maskrcnn/tf.__operators__.add_17/fake_quantize/AsymmQuant/add" -> "2023 maskrcnn/tf.__operators__.add_17/fake_quantize/AsymmQuant/add_1"; +"2021 maskrcnn/tf.__operators__.add_17/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2022 maskrcnn/tf.__operators__.add_17/fake_quantize/AsymmQuant/ReadVariableOp"; +"2021 maskrcnn/tf.__operators__.add_17/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2024 maskrcnn/tf.__operators__.add_17/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"2022 maskrcnn/tf.__operators__.add_17/fake_quantize/AsymmQuant/ReadVariableOp" -> "2023 maskrcnn/tf.__operators__.add_17/fake_quantize/AsymmQuant/add_1"; +"2023 maskrcnn/tf.__operators__.add_17/fake_quantize/AsymmQuant/add_1" -> "2025 maskrcnn/tf.__operators__.add_17/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"2024 maskrcnn/tf.__operators__.add_17/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2025 maskrcnn/tf.__operators__.add_17/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"2025 maskrcnn/tf.__operators__.add_17/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "2044 maskrcnn/up_sampling2d_2/resize/ResizeNearestNeighbor"; +"2025 maskrcnn/tf.__operators__.add_17/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "2142 maskrcnn/post_hoc_d3/Conv2D"; +"2026 maskrcnn/l2/SymmQuant/Abs/ReadVariableOp/resource" -> "2027 maskrcnn/l2/SymmQuant/Abs/ReadVariableOp"; +"2027 maskrcnn/l2/SymmQuant/Abs/ReadVariableOp" -> "2028 maskrcnn/l2/SymmQuant/Abs"; +"2028 maskrcnn/l2/SymmQuant/Abs" -> "2030 maskrcnn/l2/SymmQuant/add"; +"2029 maskrcnn/l2/SymmQuant/add/y" -> "2030 maskrcnn/l2/SymmQuant/add"; +"2030 maskrcnn/l2/SymmQuant/add" -> "2033 maskrcnn/l2/SymmQuant/mul"; +"2030 maskrcnn/l2/SymmQuant/add" -> "2036 maskrcnn/l2/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"2031 maskrcnn/l2/SymmQuant/mul/ReadVariableOp/resource" -> "2032 maskrcnn/l2/SymmQuant/mul/ReadVariableOp"; +"2032 maskrcnn/l2/SymmQuant/mul/ReadVariableOp" -> "2033 maskrcnn/l2/SymmQuant/mul"; +"2033 maskrcnn/l2/SymmQuant/mul" -> "2036 maskrcnn/l2/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"2034 maskrcnn/l2/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "2035 maskrcnn/l2/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; +"2035 maskrcnn/l2/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "2036 maskrcnn/l2/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"2036 maskrcnn/l2/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "2037 maskrcnn/l2/Conv2D"; +"2037 maskrcnn/l2/Conv2D" -> "2040 maskrcnn/l2/BiasAdd"; +"2038 maskrcnn/l2/BiasAdd/ReadVariableOp/resource" -> "2039 maskrcnn/l2/BiasAdd/ReadVariableOp"; +"2039 maskrcnn/l2/BiasAdd/ReadVariableOp" -> "2040 maskrcnn/l2/BiasAdd"; +"2040 maskrcnn/l2/BiasAdd" -> "2064 maskrcnn/l2/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"2041 maskrcnn/up_sampling2d_2/Const" -> "2043 maskrcnn/up_sampling2d_2/mul"; +"2042 maskrcnn/up_sampling2d_2/Const_1" -> "2043 maskrcnn/up_sampling2d_2/mul"; +"2043 maskrcnn/up_sampling2d_2/mul" -> "2044 maskrcnn/up_sampling2d_2/resize/ResizeNearestNeighbor"; +"2044 maskrcnn/up_sampling2d_2/resize/ResizeNearestNeighbor" -> "2054 maskrcnn/up_sampling2d_2/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"2045 maskrcnn/up_sampling2d_2/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "2046 maskrcnn/up_sampling2d_2/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"2046 maskrcnn/up_sampling2d_2/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "2047 maskrcnn/up_sampling2d_2/fake_quantize/AsymmQuant/Abs"; +"2047 maskrcnn/up_sampling2d_2/fake_quantize/AsymmQuant/Abs" -> "2049 maskrcnn/up_sampling2d_2/fake_quantize/AsymmQuant/add"; +"2048 maskrcnn/up_sampling2d_2/fake_quantize/AsymmQuant/add/y" -> "2049 maskrcnn/up_sampling2d_2/fake_quantize/AsymmQuant/add"; +"2049 maskrcnn/up_sampling2d_2/fake_quantize/AsymmQuant/add" -> "2052 maskrcnn/up_sampling2d_2/fake_quantize/AsymmQuant/add_1"; +"2050 maskrcnn/up_sampling2d_2/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2051 maskrcnn/up_sampling2d_2/fake_quantize/AsymmQuant/ReadVariableOp"; +"2050 maskrcnn/up_sampling2d_2/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2053 maskrcnn/up_sampling2d_2/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"2051 maskrcnn/up_sampling2d_2/fake_quantize/AsymmQuant/ReadVariableOp" -> "2052 maskrcnn/up_sampling2d_2/fake_quantize/AsymmQuant/add_1"; +"2052 maskrcnn/up_sampling2d_2/fake_quantize/AsymmQuant/add_1" -> "2054 maskrcnn/up_sampling2d_2/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"2053 maskrcnn/up_sampling2d_2/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2054 maskrcnn/up_sampling2d_2/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"2054 maskrcnn/up_sampling2d_2/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "2080 maskrcnn/tf.__operators__.add_18/AddV2"; +"2055 maskrcnn/l2/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "2056 maskrcnn/l2/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"2056 maskrcnn/l2/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "2057 maskrcnn/l2/fake_quantize/AsymmQuant/Abs"; +"2057 maskrcnn/l2/fake_quantize/AsymmQuant/Abs" -> "2059 maskrcnn/l2/fake_quantize/AsymmQuant/add"; +"2058 maskrcnn/l2/fake_quantize/AsymmQuant/add/y" -> "2059 maskrcnn/l2/fake_quantize/AsymmQuant/add"; +"2059 maskrcnn/l2/fake_quantize/AsymmQuant/add" -> "2062 maskrcnn/l2/fake_quantize/AsymmQuant/add_1"; +"2060 maskrcnn/l2/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2061 maskrcnn/l2/fake_quantize/AsymmQuant/ReadVariableOp"; +"2060 maskrcnn/l2/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2063 maskrcnn/l2/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"2061 maskrcnn/l2/fake_quantize/AsymmQuant/ReadVariableOp" -> "2062 maskrcnn/l2/fake_quantize/AsymmQuant/add_1"; +"2062 maskrcnn/l2/fake_quantize/AsymmQuant/add_1" -> "2064 maskrcnn/l2/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"2063 maskrcnn/l2/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2064 maskrcnn/l2/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"2064 maskrcnn/l2/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "2080 maskrcnn/tf.__operators__.add_18/AddV2"; +"2065 maskrcnn/post_hoc_d5/SymmQuant/Abs/ReadVariableOp/resource" -> "2066 maskrcnn/post_hoc_d5/SymmQuant/Abs/ReadVariableOp"; +"2066 maskrcnn/post_hoc_d5/SymmQuant/Abs/ReadVariableOp" -> "2067 maskrcnn/post_hoc_d5/SymmQuant/Abs"; +"2067 maskrcnn/post_hoc_d5/SymmQuant/Abs" -> "2069 maskrcnn/post_hoc_d5/SymmQuant/add"; +"2068 maskrcnn/post_hoc_d5/SymmQuant/add/y" -> "2069 maskrcnn/post_hoc_d5/SymmQuant/add"; +"2069 maskrcnn/post_hoc_d5/SymmQuant/add" -> "2072 maskrcnn/post_hoc_d5/SymmQuant/mul"; +"2069 maskrcnn/post_hoc_d5/SymmQuant/add" -> "2075 maskrcnn/post_hoc_d5/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"2070 maskrcnn/post_hoc_d5/SymmQuant/mul/ReadVariableOp/resource" -> "2071 maskrcnn/post_hoc_d5/SymmQuant/mul/ReadVariableOp"; +"2071 maskrcnn/post_hoc_d5/SymmQuant/mul/ReadVariableOp" -> "2072 maskrcnn/post_hoc_d5/SymmQuant/mul"; +"2072 maskrcnn/post_hoc_d5/SymmQuant/mul" -> "2075 maskrcnn/post_hoc_d5/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"2073 maskrcnn/post_hoc_d5/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "2074 maskrcnn/post_hoc_d5/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; +"2074 maskrcnn/post_hoc_d5/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "2075 maskrcnn/post_hoc_d5/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"2075 maskrcnn/post_hoc_d5/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "2076 maskrcnn/post_hoc_d5/Conv2D"; +"2076 maskrcnn/post_hoc_d5/Conv2D" -> "2079 maskrcnn/post_hoc_d5/BiasAdd"; +"2077 maskrcnn/post_hoc_d5/BiasAdd/ReadVariableOp/resource" -> "2078 maskrcnn/post_hoc_d5/BiasAdd/ReadVariableOp"; +"2078 maskrcnn/post_hoc_d5/BiasAdd/ReadVariableOp" -> "2079 maskrcnn/post_hoc_d5/BiasAdd"; +"2079 maskrcnn/post_hoc_d5/BiasAdd" -> "2090 maskrcnn/post_hoc_d5/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"2080 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maskrcnn/post_hoc_d3/SymmQuant/mul" -> "2141 maskrcnn/post_hoc_d3/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"2139 maskrcnn/post_hoc_d3/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "2140 maskrcnn/post_hoc_d3/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; +"2140 maskrcnn/post_hoc_d3/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "2141 maskrcnn/post_hoc_d3/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"2141 maskrcnn/post_hoc_d3/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "2142 maskrcnn/post_hoc_d3/Conv2D"; +"2142 maskrcnn/post_hoc_d3/Conv2D" -> "2145 maskrcnn/post_hoc_d3/BiasAdd"; +"2143 maskrcnn/post_hoc_d3/BiasAdd/ReadVariableOp/resource" -> "2144 maskrcnn/post_hoc_d3/BiasAdd/ReadVariableOp"; +"2144 maskrcnn/post_hoc_d3/BiasAdd/ReadVariableOp" -> "2145 maskrcnn/post_hoc_d3/BiasAdd"; +"2145 maskrcnn/post_hoc_d3/BiasAdd" -> "2196 maskrcnn/p3-bn/FusedBatchNormV3"; +"2146 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maskrcnn/p6-bn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "7171 maskrcnn/tf.reshape_47/Reshape"; +"2216 maskrcnn/p5-bn/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "2217 maskrcnn/p5-bn/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"2217 maskrcnn/p5-bn/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "2218 maskrcnn/p5-bn/fake_quantize/AsymmQuant/Abs"; +"2218 maskrcnn/p5-bn/fake_quantize/AsymmQuant/Abs" -> "2220 maskrcnn/p5-bn/fake_quantize/AsymmQuant/add"; +"2219 maskrcnn/p5-bn/fake_quantize/AsymmQuant/add/y" -> "2220 maskrcnn/p5-bn/fake_quantize/AsymmQuant/add"; +"2220 maskrcnn/p5-bn/fake_quantize/AsymmQuant/add" -> "2223 maskrcnn/p5-bn/fake_quantize/AsymmQuant/add_1"; +"2221 maskrcnn/p5-bn/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2222 maskrcnn/p5-bn/fake_quantize/AsymmQuant/ReadVariableOp"; +"2221 maskrcnn/p5-bn/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2224 maskrcnn/p5-bn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"2222 maskrcnn/p5-bn/fake_quantize/AsymmQuant/ReadVariableOp" -> "2223 maskrcnn/p5-bn/fake_quantize/AsymmQuant/add_1"; +"2223 maskrcnn/p5-bn/fake_quantize/AsymmQuant/add_1" -> "2225 maskrcnn/p5-bn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"2224 maskrcnn/p5-bn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2225 maskrcnn/p5-bn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"2225 maskrcnn/p5-bn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "2280 maskrcnn/rpn/Conv2D_1"; +"2225 maskrcnn/p5-bn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "5038 maskrcnn/tf.reshape_16/Reshape"; +"2225 maskrcnn/p5-bn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "7169 maskrcnn/tf.reshape_45/Reshape"; +"2226 maskrcnn/p4-bn/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "2227 maskrcnn/p4-bn/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"2227 maskrcnn/p4-bn/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "2228 maskrcnn/p4-bn/fake_quantize/AsymmQuant/Abs"; +"2228 maskrcnn/p4-bn/fake_quantize/AsymmQuant/Abs" -> "2230 maskrcnn/p4-bn/fake_quantize/AsymmQuant/add"; +"2229 maskrcnn/p4-bn/fake_quantize/AsymmQuant/add/y" -> "2230 maskrcnn/p4-bn/fake_quantize/AsymmQuant/add"; +"2230 maskrcnn/p4-bn/fake_quantize/AsymmQuant/add" -> "2233 maskrcnn/p4-bn/fake_quantize/AsymmQuant/add_1"; +"2231 maskrcnn/p4-bn/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2232 maskrcnn/p4-bn/fake_quantize/AsymmQuant/ReadVariableOp"; +"2231 maskrcnn/p4-bn/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2234 maskrcnn/p4-bn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"2232 maskrcnn/p4-bn/fake_quantize/AsymmQuant/ReadVariableOp" -> "2233 maskrcnn/p4-bn/fake_quantize/AsymmQuant/add_1"; +"2233 maskrcnn/p4-bn/fake_quantize/AsymmQuant/add_1" -> "2235 maskrcnn/p4-bn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"2234 maskrcnn/p4-bn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2235 maskrcnn/p4-bn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"2235 maskrcnn/p4-bn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "2292 maskrcnn/rpn/Conv2D_2"; +"2235 maskrcnn/p4-bn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "5036 maskrcnn/tf.reshape_14/Reshape"; +"2235 maskrcnn/p4-bn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "7167 maskrcnn/tf.reshape_43/Reshape"; +"2236 maskrcnn/p3-bn/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "2237 maskrcnn/p3-bn/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"2237 maskrcnn/p3-bn/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "2238 maskrcnn/p3-bn/fake_quantize/AsymmQuant/Abs"; +"2238 maskrcnn/p3-bn/fake_quantize/AsymmQuant/Abs" -> "2240 maskrcnn/p3-bn/fake_quantize/AsymmQuant/add"; +"2239 maskrcnn/p3-bn/fake_quantize/AsymmQuant/add/y" -> "2240 maskrcnn/p3-bn/fake_quantize/AsymmQuant/add"; +"2240 maskrcnn/p3-bn/fake_quantize/AsymmQuant/add" -> "2243 maskrcnn/p3-bn/fake_quantize/AsymmQuant/add_1"; +"2241 maskrcnn/p3-bn/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2242 maskrcnn/p3-bn/fake_quantize/AsymmQuant/ReadVariableOp"; +"2241 maskrcnn/p3-bn/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2244 maskrcnn/p3-bn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"2242 maskrcnn/p3-bn/fake_quantize/AsymmQuant/ReadVariableOp" -> "2243 maskrcnn/p3-bn/fake_quantize/AsymmQuant/add_1"; +"2243 maskrcnn/p3-bn/fake_quantize/AsymmQuant/add_1" -> "2245 maskrcnn/p3-bn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"2244 maskrcnn/p3-bn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2245 maskrcnn/p3-bn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"2245 maskrcnn/p3-bn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "2304 maskrcnn/rpn/Conv2D_3"; +"2245 maskrcnn/p3-bn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "5034 maskrcnn/tf.reshape_12/Reshape"; +"2245 maskrcnn/p3-bn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "7165 maskrcnn/tf.reshape_41/Reshape"; +"2246 maskrcnn/p2-bn/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "2247 maskrcnn/p2-bn/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"2247 maskrcnn/p2-bn/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "2248 maskrcnn/p2-bn/fake_quantize/AsymmQuant/Abs"; +"2248 maskrcnn/p2-bn/fake_quantize/AsymmQuant/Abs" -> "2250 maskrcnn/p2-bn/fake_quantize/AsymmQuant/add"; +"2249 maskrcnn/p2-bn/fake_quantize/AsymmQuant/add/y" -> "2250 maskrcnn/p2-bn/fake_quantize/AsymmQuant/add"; +"2250 maskrcnn/p2-bn/fake_quantize/AsymmQuant/add" -> "2253 maskrcnn/p2-bn/fake_quantize/AsymmQuant/add_1"; +"2251 maskrcnn/p2-bn/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2252 maskrcnn/p2-bn/fake_quantize/AsymmQuant/ReadVariableOp"; +"2251 maskrcnn/p2-bn/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2254 maskrcnn/p2-bn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"2252 maskrcnn/p2-bn/fake_quantize/AsymmQuant/ReadVariableOp" -> "2253 maskrcnn/p2-bn/fake_quantize/AsymmQuant/add_1"; +"2253 maskrcnn/p2-bn/fake_quantize/AsymmQuant/add_1" -> "2255 maskrcnn/p2-bn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"2254 maskrcnn/p2-bn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2255 maskrcnn/p2-bn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"2255 maskrcnn/p2-bn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "2316 maskrcnn/rpn/Conv2D_4"; +"2255 maskrcnn/p2-bn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "5032 maskrcnn/tf.reshape_10/Reshape"; +"2255 maskrcnn/p2-bn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "7163 maskrcnn/tf.reshape_39/Reshape"; +"2256 maskrcnn/rpn/SymmQuant/Abs/ReadVariableOp/resource" -> "2257 maskrcnn/rpn/SymmQuant/Abs/ReadVariableOp"; +"2256 maskrcnn/rpn/SymmQuant/Abs/ReadVariableOp/resource" -> "2272 maskrcnn/rpn/SymmQuant_1/Abs/ReadVariableOp"; +"2256 maskrcnn/rpn/SymmQuant/Abs/ReadVariableOp/resource" -> "2284 maskrcnn/rpn/SymmQuant_2/Abs/ReadVariableOp"; +"2256 maskrcnn/rpn/SymmQuant/Abs/ReadVariableOp/resource" -> "2296 maskrcnn/rpn/SymmQuant_3/Abs/ReadVariableOp"; +"2256 maskrcnn/rpn/SymmQuant/Abs/ReadVariableOp/resource" -> "2308 maskrcnn/rpn/SymmQuant_4/Abs/ReadVariableOp"; +"2257 maskrcnn/rpn/SymmQuant/Abs/ReadVariableOp" -> "2258 maskrcnn/rpn/SymmQuant/Abs"; +"2258 maskrcnn/rpn/SymmQuant/Abs" -> "2260 maskrcnn/rpn/SymmQuant/add"; +"2259 maskrcnn/rpn/SymmQuant/add/y" -> "2260 maskrcnn/rpn/SymmQuant/add"; +"2260 maskrcnn/rpn/SymmQuant/add" -> "2263 maskrcnn/rpn/SymmQuant/mul"; +"2260 maskrcnn/rpn/SymmQuant/add" -> "2266 maskrcnn/rpn/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"2261 maskrcnn/rpn/SymmQuant/mul/ReadVariableOp/resource" -> "2262 maskrcnn/rpn/SymmQuant/mul/ReadVariableOp"; +"2261 maskrcnn/rpn/SymmQuant/mul/ReadVariableOp/resource" -> "2276 maskrcnn/rpn/SymmQuant_1/mul/ReadVariableOp"; +"2261 maskrcnn/rpn/SymmQuant/mul/ReadVariableOp/resource" -> "2288 maskrcnn/rpn/SymmQuant_2/mul/ReadVariableOp"; +"2261 maskrcnn/rpn/SymmQuant/mul/ReadVariableOp/resource" -> "2300 maskrcnn/rpn/SymmQuant_3/mul/ReadVariableOp"; +"2261 maskrcnn/rpn/SymmQuant/mul/ReadVariableOp/resource" -> "2312 maskrcnn/rpn/SymmQuant_4/mul/ReadVariableOp"; +"2262 maskrcnn/rpn/SymmQuant/mul/ReadVariableOp" -> "2263 maskrcnn/rpn/SymmQuant/mul"; +"2263 maskrcnn/rpn/SymmQuant/mul" -> "2266 maskrcnn/rpn/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"2264 maskrcnn/rpn/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "2265 maskrcnn/rpn/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; +"2264 maskrcnn/rpn/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "2278 maskrcnn/rpn/SymmQuant_1/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; +"2264 maskrcnn/rpn/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "2290 maskrcnn/rpn/SymmQuant_2/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; +"2264 maskrcnn/rpn/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "2302 maskrcnn/rpn/SymmQuant_3/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; +"2264 maskrcnn/rpn/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "2314 maskrcnn/rpn/SymmQuant_4/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; +"2265 maskrcnn/rpn/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "2266 maskrcnn/rpn/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"2266 maskrcnn/rpn/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "2267 maskrcnn/rpn/Conv2D"; +"2267 maskrcnn/rpn/Conv2D" -> "2270 maskrcnn/rpn/BiasAdd"; +"2268 maskrcnn/rpn/BiasAdd/ReadVariableOp/resource" -> "2269 maskrcnn/rpn/BiasAdd/ReadVariableOp"; +"2268 maskrcnn/rpn/BiasAdd/ReadVariableOp/resource" -> "2281 maskrcnn/rpn/BiasAdd_1/ReadVariableOp"; +"2268 maskrcnn/rpn/BiasAdd/ReadVariableOp/resource" -> "2293 maskrcnn/rpn/BiasAdd_2/ReadVariableOp"; +"2268 maskrcnn/rpn/BiasAdd/ReadVariableOp/resource" -> "2305 maskrcnn/rpn/BiasAdd_3/ReadVariableOp"; +"2268 maskrcnn/rpn/BiasAdd/ReadVariableOp/resource" -> "2317 maskrcnn/rpn/BiasAdd_4/ReadVariableOp"; +"2269 maskrcnn/rpn/BiasAdd/ReadVariableOp" -> "2270 maskrcnn/rpn/BiasAdd"; +"2270 maskrcnn/rpn/BiasAdd" -> "2271 maskrcnn/rpn/Relu"; +"2271 maskrcnn/rpn/Relu" -> "2329 maskrcnn/rpn/fake_quantize_4/AsymmQuant/FakeQuantWithMinMaxVars"; +"2272 maskrcnn/rpn/SymmQuant_1/Abs/ReadVariableOp" -> "2273 maskrcnn/rpn/SymmQuant_1/Abs"; +"2273 maskrcnn/rpn/SymmQuant_1/Abs" -> "2275 maskrcnn/rpn/SymmQuant_1/add"; +"2274 maskrcnn/rpn/SymmQuant_1/add/y" -> "2275 maskrcnn/rpn/SymmQuant_1/add"; +"2275 maskrcnn/rpn/SymmQuant_1/add" -> "2277 maskrcnn/rpn/SymmQuant_1/mul"; +"2275 maskrcnn/rpn/SymmQuant_1/add" -> "2279 maskrcnn/rpn/SymmQuant_1/FakeQuantWithMinMaxVarsPerChannel"; +"2276 maskrcnn/rpn/SymmQuant_1/mul/ReadVariableOp" -> "2277 maskrcnn/rpn/SymmQuant_1/mul"; +"2277 maskrcnn/rpn/SymmQuant_1/mul" -> "2279 maskrcnn/rpn/SymmQuant_1/FakeQuantWithMinMaxVarsPerChannel"; +"2278 maskrcnn/rpn/SymmQuant_1/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "2279 maskrcnn/rpn/SymmQuant_1/FakeQuantWithMinMaxVarsPerChannel"; +"2279 maskrcnn/rpn/SymmQuant_1/FakeQuantWithMinMaxVarsPerChannel" -> "2280 maskrcnn/rpn/Conv2D_1"; +"2280 maskrcnn/rpn/Conv2D_1" -> "2282 maskrcnn/rpn/BiasAdd_1"; +"2281 maskrcnn/rpn/BiasAdd_1/ReadVariableOp" -> "2282 maskrcnn/rpn/BiasAdd_1"; +"2282 maskrcnn/rpn/BiasAdd_1" -> "2283 maskrcnn/rpn/Relu_1"; +"2283 maskrcnn/rpn/Relu_1" -> "2339 maskrcnn/rpn/fake_quantize_3/AsymmQuant/FakeQuantWithMinMaxVars"; +"2284 maskrcnn/rpn/SymmQuant_2/Abs/ReadVariableOp" -> "2285 maskrcnn/rpn/SymmQuant_2/Abs"; +"2285 maskrcnn/rpn/SymmQuant_2/Abs" -> "2287 maskrcnn/rpn/SymmQuant_2/add"; +"2286 maskrcnn/rpn/SymmQuant_2/add/y" -> "2287 maskrcnn/rpn/SymmQuant_2/add"; +"2287 maskrcnn/rpn/SymmQuant_2/add" -> "2289 maskrcnn/rpn/SymmQuant_2/mul"; +"2287 maskrcnn/rpn/SymmQuant_2/add" -> "2291 maskrcnn/rpn/SymmQuant_2/FakeQuantWithMinMaxVarsPerChannel"; +"2288 maskrcnn/rpn/SymmQuant_2/mul/ReadVariableOp" -> "2289 maskrcnn/rpn/SymmQuant_2/mul"; +"2289 maskrcnn/rpn/SymmQuant_2/mul" -> "2291 maskrcnn/rpn/SymmQuant_2/FakeQuantWithMinMaxVarsPerChannel"; +"2290 maskrcnn/rpn/SymmQuant_2/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "2291 maskrcnn/rpn/SymmQuant_2/FakeQuantWithMinMaxVarsPerChannel"; +"2291 maskrcnn/rpn/SymmQuant_2/FakeQuantWithMinMaxVarsPerChannel" -> "2292 maskrcnn/rpn/Conv2D_2"; +"2292 maskrcnn/rpn/Conv2D_2" -> "2294 maskrcnn/rpn/BiasAdd_2"; +"2293 maskrcnn/rpn/BiasAdd_2/ReadVariableOp" -> "2294 maskrcnn/rpn/BiasAdd_2"; +"2294 maskrcnn/rpn/BiasAdd_2" -> "2295 maskrcnn/rpn/Relu_2"; +"2295 maskrcnn/rpn/Relu_2" -> "2349 maskrcnn/rpn/fake_quantize_2/AsymmQuant/FakeQuantWithMinMaxVars"; +"2296 maskrcnn/rpn/SymmQuant_3/Abs/ReadVariableOp" -> "2297 maskrcnn/rpn/SymmQuant_3/Abs"; +"2297 maskrcnn/rpn/SymmQuant_3/Abs" -> "2299 maskrcnn/rpn/SymmQuant_3/add"; +"2298 maskrcnn/rpn/SymmQuant_3/add/y" -> "2299 maskrcnn/rpn/SymmQuant_3/add"; +"2299 maskrcnn/rpn/SymmQuant_3/add" -> "2301 maskrcnn/rpn/SymmQuant_3/mul"; +"2299 maskrcnn/rpn/SymmQuant_3/add" -> "2303 maskrcnn/rpn/SymmQuant_3/FakeQuantWithMinMaxVarsPerChannel"; +"2300 maskrcnn/rpn/SymmQuant_3/mul/ReadVariableOp" -> "2301 maskrcnn/rpn/SymmQuant_3/mul"; +"2301 maskrcnn/rpn/SymmQuant_3/mul" -> "2303 maskrcnn/rpn/SymmQuant_3/FakeQuantWithMinMaxVarsPerChannel"; +"2302 maskrcnn/rpn/SymmQuant_3/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "2303 maskrcnn/rpn/SymmQuant_3/FakeQuantWithMinMaxVarsPerChannel"; +"2303 maskrcnn/rpn/SymmQuant_3/FakeQuantWithMinMaxVarsPerChannel" -> "2304 maskrcnn/rpn/Conv2D_3"; +"2304 maskrcnn/rpn/Conv2D_3" -> "2306 maskrcnn/rpn/BiasAdd_3"; +"2305 maskrcnn/rpn/BiasAdd_3/ReadVariableOp" -> "2306 maskrcnn/rpn/BiasAdd_3"; +"2306 maskrcnn/rpn/BiasAdd_3" -> "2307 maskrcnn/rpn/Relu_3"; +"2307 maskrcnn/rpn/Relu_3" -> "2359 maskrcnn/rpn/fake_quantize_1/AsymmQuant/FakeQuantWithMinMaxVars"; +"2308 maskrcnn/rpn/SymmQuant_4/Abs/ReadVariableOp" -> "2309 maskrcnn/rpn/SymmQuant_4/Abs"; +"2309 maskrcnn/rpn/SymmQuant_4/Abs" -> "2311 maskrcnn/rpn/SymmQuant_4/add"; +"2310 maskrcnn/rpn/SymmQuant_4/add/y" -> "2311 maskrcnn/rpn/SymmQuant_4/add"; +"2311 maskrcnn/rpn/SymmQuant_4/add" -> "2313 maskrcnn/rpn/SymmQuant_4/mul"; +"2311 maskrcnn/rpn/SymmQuant_4/add" -> "2315 maskrcnn/rpn/SymmQuant_4/FakeQuantWithMinMaxVarsPerChannel"; +"2312 maskrcnn/rpn/SymmQuant_4/mul/ReadVariableOp" -> "2313 maskrcnn/rpn/SymmQuant_4/mul"; +"2313 maskrcnn/rpn/SymmQuant_4/mul" -> "2315 maskrcnn/rpn/SymmQuant_4/FakeQuantWithMinMaxVarsPerChannel"; +"2314 maskrcnn/rpn/SymmQuant_4/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "2315 maskrcnn/rpn/SymmQuant_4/FakeQuantWithMinMaxVarsPerChannel"; +"2315 maskrcnn/rpn/SymmQuant_4/FakeQuantWithMinMaxVarsPerChannel" -> "2316 maskrcnn/rpn/Conv2D_4"; +"2316 maskrcnn/rpn/Conv2D_4" -> "2318 maskrcnn/rpn/BiasAdd_4"; +"2317 maskrcnn/rpn/BiasAdd_4/ReadVariableOp" -> "2318 maskrcnn/rpn/BiasAdd_4"; +"2318 maskrcnn/rpn/BiasAdd_4" -> "2319 maskrcnn/rpn/Relu_4"; +"2319 maskrcnn/rpn/Relu_4" -> "2369 maskrcnn/rpn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"2320 maskrcnn/rpn/fake_quantize_4/AsymmQuant/Abs/ReadVariableOp/resource" -> "2321 maskrcnn/rpn/fake_quantize_4/AsymmQuant/Abs/ReadVariableOp"; +"2321 maskrcnn/rpn/fake_quantize_4/AsymmQuant/Abs/ReadVariableOp" -> "2322 maskrcnn/rpn/fake_quantize_4/AsymmQuant/Abs"; +"2322 maskrcnn/rpn/fake_quantize_4/AsymmQuant/Abs" -> "2324 maskrcnn/rpn/fake_quantize_4/AsymmQuant/add"; +"2323 maskrcnn/rpn/fake_quantize_4/AsymmQuant/add/y" -> "2324 maskrcnn/rpn/fake_quantize_4/AsymmQuant/add"; +"2324 maskrcnn/rpn/fake_quantize_4/AsymmQuant/add" -> "2327 maskrcnn/rpn/fake_quantize_4/AsymmQuant/add_1"; +"2325 maskrcnn/rpn/fake_quantize_4/AsymmQuant/ReadVariableOp/resource" -> "2326 maskrcnn/rpn/fake_quantize_4/AsymmQuant/ReadVariableOp"; +"2325 maskrcnn/rpn/fake_quantize_4/AsymmQuant/ReadVariableOp/resource" -> "2328 maskrcnn/rpn/fake_quantize_4/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"2326 maskrcnn/rpn/fake_quantize_4/AsymmQuant/ReadVariableOp" -> "2327 maskrcnn/rpn/fake_quantize_4/AsymmQuant/add_1"; +"2327 maskrcnn/rpn/fake_quantize_4/AsymmQuant/add_1" -> "2329 maskrcnn/rpn/fake_quantize_4/AsymmQuant/FakeQuantWithMinMaxVars"; +"2328 maskrcnn/rpn/fake_quantize_4/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2329 maskrcnn/rpn/fake_quantize_4/AsymmQuant/FakeQuantWithMinMaxVars"; +"2329 maskrcnn/rpn/fake_quantize_4/AsymmQuant/FakeQuantWithMinMaxVars" -> "2381 maskrcnn/rpn-box/Conv2D"; +"2329 maskrcnn/rpn/fake_quantize_4/AsymmQuant/FakeQuantWithMinMaxVars" -> "3806 maskrcnn/rpn-class/Conv2D"; +"2330 maskrcnn/rpn/fake_quantize_3/AsymmQuant/Abs/ReadVariableOp/resource" -> "2331 maskrcnn/rpn/fake_quantize_3/AsymmQuant/Abs/ReadVariableOp"; +"2331 maskrcnn/rpn/fake_quantize_3/AsymmQuant/Abs/ReadVariableOp" -> "2332 maskrcnn/rpn/fake_quantize_3/AsymmQuant/Abs"; +"2332 maskrcnn/rpn/fake_quantize_3/AsymmQuant/Abs" -> "2334 maskrcnn/rpn/fake_quantize_3/AsymmQuant/add"; +"2333 maskrcnn/rpn/fake_quantize_3/AsymmQuant/add/y" -> "2334 maskrcnn/rpn/fake_quantize_3/AsymmQuant/add"; +"2334 maskrcnn/rpn/fake_quantize_3/AsymmQuant/add" -> "2337 maskrcnn/rpn/fake_quantize_3/AsymmQuant/add_1"; +"2335 maskrcnn/rpn/fake_quantize_3/AsymmQuant/ReadVariableOp/resource" -> "2336 maskrcnn/rpn/fake_quantize_3/AsymmQuant/ReadVariableOp"; +"2335 maskrcnn/rpn/fake_quantize_3/AsymmQuant/ReadVariableOp/resource" -> "2338 maskrcnn/rpn/fake_quantize_3/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"2336 maskrcnn/rpn/fake_quantize_3/AsymmQuant/ReadVariableOp" -> "2337 maskrcnn/rpn/fake_quantize_3/AsymmQuant/add_1"; +"2337 maskrcnn/rpn/fake_quantize_3/AsymmQuant/add_1" -> "2339 maskrcnn/rpn/fake_quantize_3/AsymmQuant/FakeQuantWithMinMaxVars"; +"2338 maskrcnn/rpn/fake_quantize_3/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2339 maskrcnn/rpn/fake_quantize_3/AsymmQuant/FakeQuantWithMinMaxVars"; +"2339 maskrcnn/rpn/fake_quantize_3/AsymmQuant/FakeQuantWithMinMaxVars" -> "2393 maskrcnn/rpn-box/Conv2D_1"; +"2339 maskrcnn/rpn/fake_quantize_3/AsymmQuant/FakeQuantWithMinMaxVars" -> "3818 maskrcnn/rpn-class/Conv2D_1"; +"2340 maskrcnn/rpn/fake_quantize_2/AsymmQuant/Abs/ReadVariableOp/resource" -> "2341 maskrcnn/rpn/fake_quantize_2/AsymmQuant/Abs/ReadVariableOp"; +"2341 maskrcnn/rpn/fake_quantize_2/AsymmQuant/Abs/ReadVariableOp" -> "2342 maskrcnn/rpn/fake_quantize_2/AsymmQuant/Abs"; +"2342 maskrcnn/rpn/fake_quantize_2/AsymmQuant/Abs" -> "2344 maskrcnn/rpn/fake_quantize_2/AsymmQuant/add"; +"2343 maskrcnn/rpn/fake_quantize_2/AsymmQuant/add/y" -> "2344 maskrcnn/rpn/fake_quantize_2/AsymmQuant/add"; +"2344 maskrcnn/rpn/fake_quantize_2/AsymmQuant/add" -> "2347 maskrcnn/rpn/fake_quantize_2/AsymmQuant/add_1"; +"2345 maskrcnn/rpn/fake_quantize_2/AsymmQuant/ReadVariableOp/resource" -> "2346 maskrcnn/rpn/fake_quantize_2/AsymmQuant/ReadVariableOp"; +"2345 maskrcnn/rpn/fake_quantize_2/AsymmQuant/ReadVariableOp/resource" -> "2348 maskrcnn/rpn/fake_quantize_2/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"2346 maskrcnn/rpn/fake_quantize_2/AsymmQuant/ReadVariableOp" -> "2347 maskrcnn/rpn/fake_quantize_2/AsymmQuant/add_1"; +"2347 maskrcnn/rpn/fake_quantize_2/AsymmQuant/add_1" -> "2349 maskrcnn/rpn/fake_quantize_2/AsymmQuant/FakeQuantWithMinMaxVars"; +"2348 maskrcnn/rpn/fake_quantize_2/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2349 maskrcnn/rpn/fake_quantize_2/AsymmQuant/FakeQuantWithMinMaxVars"; +"2349 maskrcnn/rpn/fake_quantize_2/AsymmQuant/FakeQuantWithMinMaxVars" -> "2404 maskrcnn/rpn-box/Conv2D_2"; +"2349 maskrcnn/rpn/fake_quantize_2/AsymmQuant/FakeQuantWithMinMaxVars" -> "3829 maskrcnn/rpn-class/Conv2D_2"; +"2350 maskrcnn/rpn/fake_quantize_1/AsymmQuant/Abs/ReadVariableOp/resource" -> "2351 maskrcnn/rpn/fake_quantize_1/AsymmQuant/Abs/ReadVariableOp"; +"2351 maskrcnn/rpn/fake_quantize_1/AsymmQuant/Abs/ReadVariableOp" -> "2352 maskrcnn/rpn/fake_quantize_1/AsymmQuant/Abs"; +"2352 maskrcnn/rpn/fake_quantize_1/AsymmQuant/Abs" -> "2354 maskrcnn/rpn/fake_quantize_1/AsymmQuant/add"; +"2353 maskrcnn/rpn/fake_quantize_1/AsymmQuant/add/y" -> "2354 maskrcnn/rpn/fake_quantize_1/AsymmQuant/add"; +"2354 maskrcnn/rpn/fake_quantize_1/AsymmQuant/add" -> "2357 maskrcnn/rpn/fake_quantize_1/AsymmQuant/add_1"; +"2355 maskrcnn/rpn/fake_quantize_1/AsymmQuant/ReadVariableOp/resource" -> "2356 maskrcnn/rpn/fake_quantize_1/AsymmQuant/ReadVariableOp"; +"2355 maskrcnn/rpn/fake_quantize_1/AsymmQuant/ReadVariableOp/resource" -> "2358 maskrcnn/rpn/fake_quantize_1/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"2356 maskrcnn/rpn/fake_quantize_1/AsymmQuant/ReadVariableOp" -> "2357 maskrcnn/rpn/fake_quantize_1/AsymmQuant/add_1"; +"2357 maskrcnn/rpn/fake_quantize_1/AsymmQuant/add_1" -> "2359 maskrcnn/rpn/fake_quantize_1/AsymmQuant/FakeQuantWithMinMaxVars"; +"2358 maskrcnn/rpn/fake_quantize_1/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2359 maskrcnn/rpn/fake_quantize_1/AsymmQuant/FakeQuantWithMinMaxVars"; +"2359 maskrcnn/rpn/fake_quantize_1/AsymmQuant/FakeQuantWithMinMaxVars" -> "2415 maskrcnn/rpn-box/Conv2D_3"; +"2359 maskrcnn/rpn/fake_quantize_1/AsymmQuant/FakeQuantWithMinMaxVars" -> "3840 maskrcnn/rpn-class/Conv2D_3"; +"2360 maskrcnn/rpn/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "2361 maskrcnn/rpn/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"2361 maskrcnn/rpn/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "2362 maskrcnn/rpn/fake_quantize/AsymmQuant/Abs"; +"2362 maskrcnn/rpn/fake_quantize/AsymmQuant/Abs" -> "2364 maskrcnn/rpn/fake_quantize/AsymmQuant/add"; +"2363 maskrcnn/rpn/fake_quantize/AsymmQuant/add/y" -> "2364 maskrcnn/rpn/fake_quantize/AsymmQuant/add"; +"2364 maskrcnn/rpn/fake_quantize/AsymmQuant/add" -> "2367 maskrcnn/rpn/fake_quantize/AsymmQuant/add_1"; +"2365 maskrcnn/rpn/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2366 maskrcnn/rpn/fake_quantize/AsymmQuant/ReadVariableOp"; +"2365 maskrcnn/rpn/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2368 maskrcnn/rpn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"2366 maskrcnn/rpn/fake_quantize/AsymmQuant/ReadVariableOp" -> "2367 maskrcnn/rpn/fake_quantize/AsymmQuant/add_1"; +"2367 maskrcnn/rpn/fake_quantize/AsymmQuant/add_1" -> "2369 maskrcnn/rpn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"2368 maskrcnn/rpn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2369 maskrcnn/rpn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"2369 maskrcnn/rpn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "2426 maskrcnn/rpn-box/Conv2D_4"; +"2369 maskrcnn/rpn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "3851 maskrcnn/rpn-class/Conv2D_4"; +"2370 maskrcnn/rpn-box/SymmQuant/Abs/ReadVariableOp/resource" -> "2371 maskrcnn/rpn-box/SymmQuant/Abs/ReadVariableOp"; +"2370 maskrcnn/rpn-box/SymmQuant/Abs/ReadVariableOp/resource" -> "2385 maskrcnn/rpn-box/SymmQuant_1/Abs/ReadVariableOp"; +"2370 maskrcnn/rpn-box/SymmQuant/Abs/ReadVariableOp/resource" -> "2396 maskrcnn/rpn-box/SymmQuant_2/Abs/ReadVariableOp"; +"2370 maskrcnn/rpn-box/SymmQuant/Abs/ReadVariableOp/resource" -> "2407 maskrcnn/rpn-box/SymmQuant_3/Abs/ReadVariableOp"; +"2370 maskrcnn/rpn-box/SymmQuant/Abs/ReadVariableOp/resource" -> "2418 maskrcnn/rpn-box/SymmQuant_4/Abs/ReadVariableOp"; +"2371 maskrcnn/rpn-box/SymmQuant/Abs/ReadVariableOp" -> "2372 maskrcnn/rpn-box/SymmQuant/Abs"; +"2372 maskrcnn/rpn-box/SymmQuant/Abs" -> "2374 maskrcnn/rpn-box/SymmQuant/add"; +"2373 maskrcnn/rpn-box/SymmQuant/add/y" -> "2374 maskrcnn/rpn-box/SymmQuant/add"; +"2374 maskrcnn/rpn-box/SymmQuant/add" -> "2377 maskrcnn/rpn-box/SymmQuant/mul"; +"2374 maskrcnn/rpn-box/SymmQuant/add" -> "2380 maskrcnn/rpn-box/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"2375 maskrcnn/rpn-box/SymmQuant/mul/ReadVariableOp/resource" -> "2376 maskrcnn/rpn-box/SymmQuant/mul/ReadVariableOp"; +"2375 maskrcnn/rpn-box/SymmQuant/mul/ReadVariableOp/resource" -> "2389 maskrcnn/rpn-box/SymmQuant_1/mul/ReadVariableOp"; +"2375 maskrcnn/rpn-box/SymmQuant/mul/ReadVariableOp/resource" -> "2400 maskrcnn/rpn-box/SymmQuant_2/mul/ReadVariableOp"; +"2375 maskrcnn/rpn-box/SymmQuant/mul/ReadVariableOp/resource" -> "2411 maskrcnn/rpn-box/SymmQuant_3/mul/ReadVariableOp"; +"2375 maskrcnn/rpn-box/SymmQuant/mul/ReadVariableOp/resource" -> "2422 maskrcnn/rpn-box/SymmQuant_4/mul/ReadVariableOp"; +"2376 maskrcnn/rpn-box/SymmQuant/mul/ReadVariableOp" -> "2377 maskrcnn/rpn-box/SymmQuant/mul"; +"2377 maskrcnn/rpn-box/SymmQuant/mul" -> "2380 maskrcnn/rpn-box/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"2378 maskrcnn/rpn-box/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "2379 maskrcnn/rpn-box/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; +"2378 maskrcnn/rpn-box/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "2391 maskrcnn/rpn-box/SymmQuant_1/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; +"2378 maskrcnn/rpn-box/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "2402 maskrcnn/rpn-box/SymmQuant_2/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; +"2378 maskrcnn/rpn-box/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "2413 maskrcnn/rpn-box/SymmQuant_3/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; +"2378 maskrcnn/rpn-box/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "2424 maskrcnn/rpn-box/SymmQuant_4/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; +"2379 maskrcnn/rpn-box/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "2380 maskrcnn/rpn-box/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"2380 maskrcnn/rpn-box/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "2381 maskrcnn/rpn-box/Conv2D"; +"2381 maskrcnn/rpn-box/Conv2D" -> "2384 maskrcnn/rpn-box/BiasAdd"; +"2382 maskrcnn/rpn-box/BiasAdd/ReadVariableOp/resource" -> "2383 maskrcnn/rpn-box/BiasAdd/ReadVariableOp"; +"2382 maskrcnn/rpn-box/BiasAdd/ReadVariableOp/resource" -> "2394 maskrcnn/rpn-box/BiasAdd_1/ReadVariableOp"; +"2382 maskrcnn/rpn-box/BiasAdd/ReadVariableOp/resource" -> "2405 maskrcnn/rpn-box/BiasAdd_2/ReadVariableOp"; +"2382 maskrcnn/rpn-box/BiasAdd/ReadVariableOp/resource" -> "2416 maskrcnn/rpn-box/BiasAdd_3/ReadVariableOp"; +"2382 maskrcnn/rpn-box/BiasAdd/ReadVariableOp/resource" -> "2427 maskrcnn/rpn-box/BiasAdd_4/ReadVariableOp"; +"2383 maskrcnn/rpn-box/BiasAdd/ReadVariableOp" -> "2384 maskrcnn/rpn-box/BiasAdd"; +"2384 maskrcnn/rpn-box/BiasAdd" -> "2438 maskrcnn/tf.reshape_9/fake_quantize_I0/AsymmQuant/FakeQuantWithMinMaxVars"; +"2384 maskrcnn/rpn-box/BiasAdd" -> "20404 Identity_11"; +"2385 maskrcnn/rpn-box/SymmQuant_1/Abs/ReadVariableOp" -> "2386 maskrcnn/rpn-box/SymmQuant_1/Abs"; +"2386 maskrcnn/rpn-box/SymmQuant_1/Abs" -> "2388 maskrcnn/rpn-box/SymmQuant_1/add"; +"2387 maskrcnn/rpn-box/SymmQuant_1/add/y" -> "2388 maskrcnn/rpn-box/SymmQuant_1/add"; +"2388 maskrcnn/rpn-box/SymmQuant_1/add" -> "2390 maskrcnn/rpn-box/SymmQuant_1/mul"; +"2388 maskrcnn/rpn-box/SymmQuant_1/add" -> "2392 maskrcnn/rpn-box/SymmQuant_1/FakeQuantWithMinMaxVarsPerChannel"; +"2389 maskrcnn/rpn-box/SymmQuant_1/mul/ReadVariableOp" -> "2390 maskrcnn/rpn-box/SymmQuant_1/mul"; +"2390 maskrcnn/rpn-box/SymmQuant_1/mul" -> "2392 maskrcnn/rpn-box/SymmQuant_1/FakeQuantWithMinMaxVarsPerChannel"; +"2391 maskrcnn/rpn-box/SymmQuant_1/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "2392 maskrcnn/rpn-box/SymmQuant_1/FakeQuantWithMinMaxVarsPerChannel"; +"2392 maskrcnn/rpn-box/SymmQuant_1/FakeQuantWithMinMaxVarsPerChannel" -> "2393 maskrcnn/rpn-box/Conv2D_1"; +"2393 maskrcnn/rpn-box/Conv2D_1" -> "2395 maskrcnn/rpn-box/BiasAdd_1"; +"2394 maskrcnn/rpn-box/BiasAdd_1/ReadVariableOp" -> "2395 maskrcnn/rpn-box/BiasAdd_1"; +"2395 maskrcnn/rpn-box/BiasAdd_1" -> "2448 maskrcnn/tf.reshape_7/fake_quantize_I0/AsymmQuant/FakeQuantWithMinMaxVars"; +"2395 maskrcnn/rpn-box/BiasAdd_1" -> "20403 Identity_10"; +"2396 maskrcnn/rpn-box/SymmQuant_2/Abs/ReadVariableOp" -> "2397 maskrcnn/rpn-box/SymmQuant_2/Abs"; +"2397 maskrcnn/rpn-box/SymmQuant_2/Abs" -> "2399 maskrcnn/rpn-box/SymmQuant_2/add"; +"2398 maskrcnn/rpn-box/SymmQuant_2/add/y" -> "2399 maskrcnn/rpn-box/SymmQuant_2/add"; +"2399 maskrcnn/rpn-box/SymmQuant_2/add" -> "2401 maskrcnn/rpn-box/SymmQuant_2/mul"; +"2399 maskrcnn/rpn-box/SymmQuant_2/add" -> "2403 maskrcnn/rpn-box/SymmQuant_2/FakeQuantWithMinMaxVarsPerChannel"; +"2400 maskrcnn/rpn-box/SymmQuant_2/mul/ReadVariableOp" -> "2401 maskrcnn/rpn-box/SymmQuant_2/mul"; +"2401 maskrcnn/rpn-box/SymmQuant_2/mul" -> "2403 maskrcnn/rpn-box/SymmQuant_2/FakeQuantWithMinMaxVarsPerChannel"; +"2402 maskrcnn/rpn-box/SymmQuant_2/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "2403 maskrcnn/rpn-box/SymmQuant_2/FakeQuantWithMinMaxVarsPerChannel"; +"2403 maskrcnn/rpn-box/SymmQuant_2/FakeQuantWithMinMaxVarsPerChannel" -> "2404 maskrcnn/rpn-box/Conv2D_2"; +"2404 maskrcnn/rpn-box/Conv2D_2" -> "2406 maskrcnn/rpn-box/BiasAdd_2"; +"2405 maskrcnn/rpn-box/BiasAdd_2/ReadVariableOp" -> "2406 maskrcnn/rpn-box/BiasAdd_2"; +"2406 maskrcnn/rpn-box/BiasAdd_2" -> "2458 maskrcnn/tf.reshape_5/fake_quantize_I0/AsymmQuant/FakeQuantWithMinMaxVars"; +"2406 maskrcnn/rpn-box/BiasAdd_2" -> "20402 Identity_9"; +"2407 maskrcnn/rpn-box/SymmQuant_3/Abs/ReadVariableOp" -> "2408 maskrcnn/rpn-box/SymmQuant_3/Abs"; +"2408 maskrcnn/rpn-box/SymmQuant_3/Abs" -> "2410 maskrcnn/rpn-box/SymmQuant_3/add"; +"2409 maskrcnn/rpn-box/SymmQuant_3/add/y" -> "2410 maskrcnn/rpn-box/SymmQuant_3/add"; +"2410 maskrcnn/rpn-box/SymmQuant_3/add" -> "2412 maskrcnn/rpn-box/SymmQuant_3/mul"; +"2410 maskrcnn/rpn-box/SymmQuant_3/add" -> "2414 maskrcnn/rpn-box/SymmQuant_3/FakeQuantWithMinMaxVarsPerChannel"; +"2411 maskrcnn/rpn-box/SymmQuant_3/mul/ReadVariableOp" -> "2412 maskrcnn/rpn-box/SymmQuant_3/mul"; +"2412 maskrcnn/rpn-box/SymmQuant_3/mul" -> "2414 maskrcnn/rpn-box/SymmQuant_3/FakeQuantWithMinMaxVarsPerChannel"; +"2413 maskrcnn/rpn-box/SymmQuant_3/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "2414 maskrcnn/rpn-box/SymmQuant_3/FakeQuantWithMinMaxVarsPerChannel"; +"2414 maskrcnn/rpn-box/SymmQuant_3/FakeQuantWithMinMaxVarsPerChannel" -> "2415 maskrcnn/rpn-box/Conv2D_3"; +"2415 maskrcnn/rpn-box/Conv2D_3" -> "2417 maskrcnn/rpn-box/BiasAdd_3"; +"2416 maskrcnn/rpn-box/BiasAdd_3/ReadVariableOp" -> "2417 maskrcnn/rpn-box/BiasAdd_3"; +"2417 maskrcnn/rpn-box/BiasAdd_3" -> "2468 maskrcnn/tf.reshape_3/fake_quantize_I0/AsymmQuant/FakeQuantWithMinMaxVars"; +"2417 maskrcnn/rpn-box/BiasAdd_3" -> "20401 Identity_8"; +"2418 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maskrcnn/tf.math.subtract_40/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4083 maskrcnn/tf.math.subtract_40/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "4094 maskrcnn/tf.math.multiply_31/Mul"; +"4083 maskrcnn/tf.math.subtract_40/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "4173 maskrcnn/tf.math.truediv_2/truediv"; +"4084 maskrcnn/tf.math.subtract_41/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "4085 maskrcnn/tf.math.subtract_41/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"4085 maskrcnn/tf.math.subtract_41/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "4086 maskrcnn/tf.math.subtract_41/fake_quantize/AsymmQuant/Abs"; +"4086 maskrcnn/tf.math.subtract_41/fake_quantize/AsymmQuant/Abs" -> "4088 maskrcnn/tf.math.subtract_41/fake_quantize/AsymmQuant/add"; +"4087 maskrcnn/tf.math.subtract_41/fake_quantize/AsymmQuant/add/y" -> "4088 maskrcnn/tf.math.subtract_41/fake_quantize/AsymmQuant/add"; +"4088 maskrcnn/tf.math.subtract_41/fake_quantize/AsymmQuant/add" -> "4091 maskrcnn/tf.math.subtract_41/fake_quantize/AsymmQuant/add_1"; +"4089 maskrcnn/tf.math.subtract_41/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4090 maskrcnn/tf.math.subtract_41/fake_quantize/AsymmQuant/ReadVariableOp"; +"4089 maskrcnn/tf.math.subtract_41/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4092 maskrcnn/tf.math.subtract_41/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"4090 maskrcnn/tf.math.subtract_41/fake_quantize/AsymmQuant/ReadVariableOp" -> "4091 maskrcnn/tf.math.subtract_41/fake_quantize/AsymmQuant/add_1"; +"4091 maskrcnn/tf.math.subtract_41/fake_quantize/AsymmQuant/add_1" -> "4093 maskrcnn/tf.math.subtract_41/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4092 maskrcnn/tf.math.subtract_41/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "4093 maskrcnn/tf.math.subtract_41/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4093 maskrcnn/tf.math.subtract_41/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "4094 maskrcnn/tf.math.multiply_31/Mul"; +"4093 maskrcnn/tf.math.subtract_41/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "4174 maskrcnn/tf.math.truediv_3/truediv"; +"4094 maskrcnn/tf.math.multiply_31/Mul" -> "4104 maskrcnn/tf.math.multiply_31/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4095 maskrcnn/tf.math.multiply_31/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "4096 maskrcnn/tf.math.multiply_31/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"4096 maskrcnn/tf.math.multiply_31/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "4097 maskrcnn/tf.math.multiply_31/fake_quantize/AsymmQuant/Abs"; +"4097 maskrcnn/tf.math.multiply_31/fake_quantize/AsymmQuant/Abs" -> "4099 maskrcnn/tf.math.multiply_31/fake_quantize/AsymmQuant/add"; +"4098 maskrcnn/tf.math.multiply_31/fake_quantize/AsymmQuant/add/y" -> "4099 maskrcnn/tf.math.multiply_31/fake_quantize/AsymmQuant/add"; +"4099 maskrcnn/tf.math.multiply_31/fake_quantize/AsymmQuant/add" -> "4102 maskrcnn/tf.math.multiply_31/fake_quantize/AsymmQuant/add_1"; +"4100 maskrcnn/tf.math.multiply_31/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4101 maskrcnn/tf.math.multiply_31/fake_quantize/AsymmQuant/ReadVariableOp"; +"4100 maskrcnn/tf.math.multiply_31/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4103 maskrcnn/tf.math.multiply_31/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"4101 maskrcnn/tf.math.multiply_31/fake_quantize/AsymmQuant/ReadVariableOp" -> "4102 maskrcnn/tf.math.multiply_31/fake_quantize/AsymmQuant/add_1"; +"4102 maskrcnn/tf.math.multiply_31/fake_quantize/AsymmQuant/add_1" -> "4104 maskrcnn/tf.math.multiply_31/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4103 maskrcnn/tf.math.multiply_31/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "4104 maskrcnn/tf.math.multiply_31/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4104 maskrcnn/tf.math.multiply_31/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "4105 maskrcnn/tf.math.sqrt/Sqrt"; +"4105 maskrcnn/tf.math.sqrt/Sqrt" -> "4115 maskrcnn/tf.math.sqrt/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4106 maskrcnn/tf.math.sqrt/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "4107 maskrcnn/tf.math.sqrt/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"4107 maskrcnn/tf.math.sqrt/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "4108 maskrcnn/tf.math.sqrt/fake_quantize/AsymmQuant/Abs"; +"4108 maskrcnn/tf.math.sqrt/fake_quantize/AsymmQuant/Abs" -> "4110 maskrcnn/tf.math.sqrt/fake_quantize/AsymmQuant/add"; +"4109 maskrcnn/tf.math.sqrt/fake_quantize/AsymmQuant/add/y" -> "4110 maskrcnn/tf.math.sqrt/fake_quantize/AsymmQuant/add"; +"4110 maskrcnn/tf.math.sqrt/fake_quantize/AsymmQuant/add" -> "4113 maskrcnn/tf.math.sqrt/fake_quantize/AsymmQuant/add_1"; +"4111 maskrcnn/tf.math.sqrt/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4112 maskrcnn/tf.math.sqrt/fake_quantize/AsymmQuant/ReadVariableOp"; +"4111 maskrcnn/tf.math.sqrt/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4114 maskrcnn/tf.math.sqrt/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"4112 maskrcnn/tf.math.sqrt/fake_quantize/AsymmQuant/ReadVariableOp" -> "4113 maskrcnn/tf.math.sqrt/fake_quantize/AsymmQuant/add_1"; +"4113 maskrcnn/tf.math.sqrt/fake_quantize/AsymmQuant/add_1" -> "4115 maskrcnn/tf.math.sqrt/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4114 maskrcnn/tf.math.sqrt/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "4115 maskrcnn/tf.math.sqrt/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4115 maskrcnn/tf.math.sqrt/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "4117 maskrcnn/tf.math.truediv/truediv"; +"4116 maskrcnn/tf.math.truediv/truediv/y" -> "4117 maskrcnn/tf.math.truediv/truediv"; +"4117 maskrcnn/tf.math.truediv/truediv" -> "4118 maskrcnn/tf.math.log/Log"; +"4118 maskrcnn/tf.math.log/Log" -> "4128 maskrcnn/tf.math.log/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4119 maskrcnn/tf.math.log/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "4120 maskrcnn/tf.math.log/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"4120 maskrcnn/tf.math.log/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "4121 maskrcnn/tf.math.log/fake_quantize/AsymmQuant/Abs"; +"4121 maskrcnn/tf.math.log/fake_quantize/AsymmQuant/Abs" -> "4123 maskrcnn/tf.math.log/fake_quantize/AsymmQuant/add"; +"4122 maskrcnn/tf.math.log/fake_quantize/AsymmQuant/add/y" -> "4123 maskrcnn/tf.math.log/fake_quantize/AsymmQuant/add"; +"4123 maskrcnn/tf.math.log/fake_quantize/AsymmQuant/add" -> "4126 maskrcnn/tf.math.log/fake_quantize/AsymmQuant/add_1"; +"4124 maskrcnn/tf.math.log/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4125 maskrcnn/tf.math.log/fake_quantize/AsymmQuant/ReadVariableOp"; +"4124 maskrcnn/tf.math.log/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4127 maskrcnn/tf.math.log/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"4125 maskrcnn/tf.math.log/fake_quantize/AsymmQuant/ReadVariableOp" -> "4126 maskrcnn/tf.math.log/fake_quantize/AsymmQuant/add_1"; +"4126 maskrcnn/tf.math.log/fake_quantize/AsymmQuant/add_1" -> "4128 maskrcnn/tf.math.log/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4127 maskrcnn/tf.math.log/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "4128 maskrcnn/tf.math.log/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4128 maskrcnn/tf.math.log/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "4130 maskrcnn/tf.compat.v1.floor_div/FloorDiv"; +"4129 maskrcnn/tf.compat.v1.floor_div/FloorDiv/y" -> "4130 maskrcnn/tf.compat.v1.floor_div/FloorDiv"; +"4130 maskrcnn/tf.compat.v1.floor_div/FloorDiv" -> "4140 maskrcnn/tf.compat.v1.floor_div/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4131 maskrcnn/tf.compat.v1.floor_div/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "4132 maskrcnn/tf.compat.v1.floor_div/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"4132 maskrcnn/tf.compat.v1.floor_div/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "4133 maskrcnn/tf.compat.v1.floor_div/fake_quantize/AsymmQuant/Abs"; +"4133 maskrcnn/tf.compat.v1.floor_div/fake_quantize/AsymmQuant/Abs" -> "4135 maskrcnn/tf.compat.v1.floor_div/fake_quantize/AsymmQuant/add"; +"4134 maskrcnn/tf.compat.v1.floor_div/fake_quantize/AsymmQuant/add/y" -> "4135 maskrcnn/tf.compat.v1.floor_div/fake_quantize/AsymmQuant/add"; +"4135 maskrcnn/tf.compat.v1.floor_div/fake_quantize/AsymmQuant/add" -> "4138 maskrcnn/tf.compat.v1.floor_div/fake_quantize/AsymmQuant/add_1"; +"4136 maskrcnn/tf.compat.v1.floor_div/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4137 maskrcnn/tf.compat.v1.floor_div/fake_quantize/AsymmQuant/ReadVariableOp"; +"4136 maskrcnn/tf.compat.v1.floor_div/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4139 maskrcnn/tf.compat.v1.floor_div/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"4137 maskrcnn/tf.compat.v1.floor_div/fake_quantize/AsymmQuant/ReadVariableOp" -> "4138 maskrcnn/tf.compat.v1.floor_div/fake_quantize/AsymmQuant/add_1"; +"4138 maskrcnn/tf.compat.v1.floor_div/fake_quantize/AsymmQuant/add_1" -> "4140 maskrcnn/tf.compat.v1.floor_div/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4139 maskrcnn/tf.compat.v1.floor_div/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "4140 maskrcnn/tf.compat.v1.floor_div/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4140 maskrcnn/tf.compat.v1.floor_div/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "4142 maskrcnn/tf.__operators__.add_39/AddV2"; +"4141 maskrcnn/tf.__operators__.add_39/y" -> "4142 maskrcnn/tf.__operators__.add_39/AddV2"; +"4142 maskrcnn/tf.__operators__.add_39/AddV2" -> "4143 maskrcnn/tf.cast_20/Cast"; +"4143 maskrcnn/tf.cast_20/Cast" -> "4145 maskrcnn/tf.math.maximum_5/Maximum"; +"4144 maskrcnn/tf.math.maximum_5/Maximum/y" -> "4145 maskrcnn/tf.math.maximum_5/Maximum"; +"4145 maskrcnn/tf.math.maximum_5/Maximum" -> "4147 maskrcnn/tf.math.minimum_15/Minimum"; +"4147 maskrcnn/tf.math.minimum_15/Minimum" -> "4148 maskrcnn/tf.cast_21/Cast"; +"4147 maskrcnn/tf.math.minimum_15/Minimum" -> "4177 maskrcnn/tf.math.subtract_42/Sub"; +"4148 maskrcnn/tf.cast_21/Cast" -> "4158 maskrcnn/tf.cast_21/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4149 maskrcnn/tf.cast_21/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "4150 maskrcnn/tf.cast_21/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"4150 maskrcnn/tf.cast_21/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "4151 maskrcnn/tf.cast_21/fake_quantize/AsymmQuant/Abs"; +"4151 maskrcnn/tf.cast_21/fake_quantize/AsymmQuant/Abs" -> "4153 maskrcnn/tf.cast_21/fake_quantize/AsymmQuant/add"; +"4152 maskrcnn/tf.cast_21/fake_quantize/AsymmQuant/add/y" -> "4153 maskrcnn/tf.cast_21/fake_quantize/AsymmQuant/add"; +"4153 maskrcnn/tf.cast_21/fake_quantize/AsymmQuant/add" -> "4156 maskrcnn/tf.cast_21/fake_quantize/AsymmQuant/add_1"; +"4154 maskrcnn/tf.cast_21/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4155 maskrcnn/tf.cast_21/fake_quantize/AsymmQuant/ReadVariableOp"; +"4154 maskrcnn/tf.cast_21/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4157 maskrcnn/tf.cast_21/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"4155 maskrcnn/tf.cast_21/fake_quantize/AsymmQuant/ReadVariableOp" -> "4156 maskrcnn/tf.cast_21/fake_quantize/AsymmQuant/add_1"; +"4156 maskrcnn/tf.cast_21/fake_quantize/AsymmQuant/add_1" -> "4158 maskrcnn/tf.cast_21/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4157 maskrcnn/tf.cast_21/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "4158 maskrcnn/tf.cast_21/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4158 maskrcnn/tf.cast_21/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "4160 maskrcnn/tf.math.pow/Pow"; +"4160 maskrcnn/tf.math.pow/Pow" -> "4170 maskrcnn/tf.math.pow/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4161 maskrcnn/tf.math.pow/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "4162 maskrcnn/tf.math.pow/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"4162 maskrcnn/tf.math.pow/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "4163 maskrcnn/tf.math.pow/fake_quantize/AsymmQuant/Abs"; +"4163 maskrcnn/tf.math.pow/fake_quantize/AsymmQuant/Abs" -> "4165 maskrcnn/tf.math.pow/fake_quantize/AsymmQuant/add"; +"4164 maskrcnn/tf.math.pow/fake_quantize/AsymmQuant/add/y" -> "4165 maskrcnn/tf.math.pow/fake_quantize/AsymmQuant/add"; +"4165 maskrcnn/tf.math.pow/fake_quantize/AsymmQuant/add" -> "4168 maskrcnn/tf.math.pow/fake_quantize/AsymmQuant/add_1"; +"4166 maskrcnn/tf.math.pow/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4167 maskrcnn/tf.math.pow/fake_quantize/AsymmQuant/ReadVariableOp"; +"4166 maskrcnn/tf.math.pow/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4169 maskrcnn/tf.math.pow/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"4167 maskrcnn/tf.math.pow/fake_quantize/AsymmQuant/ReadVariableOp" -> "4168 maskrcnn/tf.math.pow/fake_quantize/AsymmQuant/add_1"; +"4168 maskrcnn/tf.math.pow/fake_quantize/AsymmQuant/add_1" -> "4170 maskrcnn/tf.math.pow/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4169 maskrcnn/tf.math.pow/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "4170 maskrcnn/tf.math.pow/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4170 maskrcnn/tf.math.pow/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "4172 maskrcnn/tf.expand_dims_12/ExpandDims"; +"4170 maskrcnn/tf.math.pow/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "4173 maskrcnn/tf.math.truediv_2/truediv"; +"4170 maskrcnn/tf.math.pow/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "4174 maskrcnn/tf.math.truediv_3/truediv"; +"4171 maskrcnn/tf.expand_dims_12/ExpandDims/dim" -> "4172 maskrcnn/tf.expand_dims_12/ExpandDims"; +"4172 maskrcnn/tf.expand_dims_12/ExpandDims" -> "4175 maskrcnn/tf.math.truediv_1/truediv"; +"4173 maskrcnn/tf.math.truediv_2/truediv" -> "4187 maskrcnn/tf.math.truediv_2/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4174 maskrcnn/tf.math.truediv_3/truediv" -> "4197 maskrcnn/tf.math.truediv_3/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4175 maskrcnn/tf.math.truediv_1/truediv" -> "4207 maskrcnn/tf.math.truediv_1/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4176 maskrcnn/tf.math.subtract_42/Sub/y" -> "4177 maskrcnn/tf.math.subtract_42/Sub"; +"4177 maskrcnn/tf.math.subtract_42/Sub" -> "4208 maskrcnn/tf.cast_23/Cast"; +"4177 maskrcnn/tf.math.subtract_42/Sub" -> "4957 maskrcnn/tf.compat.v1.gather_1/GatherV2"; +"4177 maskrcnn/tf.math.subtract_42/Sub" -> "4996 maskrcnn/tf.compat.v1.gather/GatherV2"; +"4178 maskrcnn/tf.math.truediv_2/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "4179 maskrcnn/tf.math.truediv_2/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"4179 maskrcnn/tf.math.truediv_2/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "4180 maskrcnn/tf.math.truediv_2/fake_quantize/AsymmQuant/Abs"; +"4180 maskrcnn/tf.math.truediv_2/fake_quantize/AsymmQuant/Abs" -> "4182 maskrcnn/tf.math.truediv_2/fake_quantize/AsymmQuant/add"; +"4181 maskrcnn/tf.math.truediv_2/fake_quantize/AsymmQuant/add/y" -> "4182 maskrcnn/tf.math.truediv_2/fake_quantize/AsymmQuant/add"; +"4182 maskrcnn/tf.math.truediv_2/fake_quantize/AsymmQuant/add" -> "4185 maskrcnn/tf.math.truediv_2/fake_quantize/AsymmQuant/add_1"; +"4183 maskrcnn/tf.math.truediv_2/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4184 maskrcnn/tf.math.truediv_2/fake_quantize/AsymmQuant/ReadVariableOp"; +"4183 maskrcnn/tf.math.truediv_2/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4186 maskrcnn/tf.math.truediv_2/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"4184 maskrcnn/tf.math.truediv_2/fake_quantize/AsymmQuant/ReadVariableOp" -> "4185 maskrcnn/tf.math.truediv_2/fake_quantize/AsymmQuant/add_1"; +"4185 maskrcnn/tf.math.truediv_2/fake_quantize/AsymmQuant/add_1" -> "4187 maskrcnn/tf.math.truediv_2/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4186 maskrcnn/tf.math.truediv_2/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "4187 maskrcnn/tf.math.truediv_2/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4187 maskrcnn/tf.math.truediv_2/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "4216 maskrcnn/tf.expand_dims_14/ExpandDims"; +"4188 maskrcnn/tf.math.truediv_3/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "4189 maskrcnn/tf.math.truediv_3/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"4189 maskrcnn/tf.math.truediv_3/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "4190 maskrcnn/tf.math.truediv_3/fake_quantize/AsymmQuant/Abs"; +"4190 maskrcnn/tf.math.truediv_3/fake_quantize/AsymmQuant/Abs" -> "4192 maskrcnn/tf.math.truediv_3/fake_quantize/AsymmQuant/add"; +"4191 maskrcnn/tf.math.truediv_3/fake_quantize/AsymmQuant/add/y" -> "4192 maskrcnn/tf.math.truediv_3/fake_quantize/AsymmQuant/add"; +"4192 maskrcnn/tf.math.truediv_3/fake_quantize/AsymmQuant/add" -> "4195 maskrcnn/tf.math.truediv_3/fake_quantize/AsymmQuant/add_1"; +"4193 maskrcnn/tf.math.truediv_3/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4194 maskrcnn/tf.math.truediv_3/fake_quantize/AsymmQuant/ReadVariableOp"; +"4193 maskrcnn/tf.math.truediv_3/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4196 maskrcnn/tf.math.truediv_3/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"4194 maskrcnn/tf.math.truediv_3/fake_quantize/AsymmQuant/ReadVariableOp" -> "4195 maskrcnn/tf.math.truediv_3/fake_quantize/AsymmQuant/add_1"; +"4195 maskrcnn/tf.math.truediv_3/fake_quantize/AsymmQuant/add_1" -> "4197 maskrcnn/tf.math.truediv_3/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4196 maskrcnn/tf.math.truediv_3/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "4197 maskrcnn/tf.math.truediv_3/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4197 maskrcnn/tf.math.truediv_3/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "4214 maskrcnn/tf.expand_dims_13/ExpandDims"; +"4198 maskrcnn/tf.math.truediv_1/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "4199 maskrcnn/tf.math.truediv_1/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"4199 maskrcnn/tf.math.truediv_1/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "4200 maskrcnn/tf.math.truediv_1/fake_quantize/AsymmQuant/Abs"; +"4200 maskrcnn/tf.math.truediv_1/fake_quantize/AsymmQuant/Abs" -> "4202 maskrcnn/tf.math.truediv_1/fake_quantize/AsymmQuant/add"; +"4201 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maskrcnn/tf.math.truediv_17/fake_quantize/AsymmQuant/ReadVariableOp"; +"4536 maskrcnn/tf.math.truediv_17/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4539 maskrcnn/tf.math.truediv_17/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"4537 maskrcnn/tf.math.truediv_17/fake_quantize/AsymmQuant/ReadVariableOp" -> "4538 maskrcnn/tf.math.truediv_17/fake_quantize/AsymmQuant/add_1"; +"4538 maskrcnn/tf.math.truediv_17/fake_quantize/AsymmQuant/add_1" -> "4540 maskrcnn/tf.math.truediv_17/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4539 maskrcnn/tf.math.truediv_17/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "4540 maskrcnn/tf.math.truediv_17/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4540 maskrcnn/tf.math.truediv_17/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "4650 maskrcnn/tf.__operators__.add_51/AddV2"; +"4541 maskrcnn/tf.__operators__.getitem_46/strided_slice/stack" -> "4544 maskrcnn/tf.__operators__.getitem_46/strided_slice"; +"4542 maskrcnn/tf.__operators__.getitem_46/strided_slice/stack_1" -> "4544 maskrcnn/tf.__operators__.getitem_46/strided_slice"; +"4543 maskrcnn/tf.__operators__.getitem_46/strided_slice/stack_2" -> "4544 maskrcnn/tf.__operators__.getitem_46/strided_slice"; +"4544 maskrcnn/tf.__operators__.getitem_46/strided_slice" -> "4649 maskrcnn/tf.__operators__.add_49/AddV2"; +"4545 maskrcnn/tf.math.truediv_15/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "4546 maskrcnn/tf.math.truediv_15/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"4546 maskrcnn/tf.math.truediv_15/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "4547 maskrcnn/tf.math.truediv_15/fake_quantize/AsymmQuant/Abs"; +"4547 maskrcnn/tf.math.truediv_15/fake_quantize/AsymmQuant/Abs" -> "4549 maskrcnn/tf.math.truediv_15/fake_quantize/AsymmQuant/add"; +"4548 maskrcnn/tf.math.truediv_15/fake_quantize/AsymmQuant/add/y" -> "4549 maskrcnn/tf.math.truediv_15/fake_quantize/AsymmQuant/add"; +"4549 maskrcnn/tf.math.truediv_15/fake_quantize/AsymmQuant/add" -> "4552 maskrcnn/tf.math.truediv_15/fake_quantize/AsymmQuant/add_1"; +"4550 maskrcnn/tf.math.truediv_15/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4551 maskrcnn/tf.math.truediv_15/fake_quantize/AsymmQuant/ReadVariableOp"; +"4550 maskrcnn/tf.math.truediv_15/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4553 maskrcnn/tf.math.truediv_15/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"4551 maskrcnn/tf.math.truediv_15/fake_quantize/AsymmQuant/ReadVariableOp" -> "4552 maskrcnn/tf.math.truediv_15/fake_quantize/AsymmQuant/add_1"; +"4552 maskrcnn/tf.math.truediv_15/fake_quantize/AsymmQuant/add_1" -> "4554 maskrcnn/tf.math.truediv_15/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4553 maskrcnn/tf.math.truediv_15/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "4554 maskrcnn/tf.math.truediv_15/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4554 maskrcnn/tf.math.truediv_15/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "4649 maskrcnn/tf.__operators__.add_49/AddV2"; +"4555 maskrcnn/tf.__operators__.getitem_42/strided_slice/stack" -> "4558 maskrcnn/tf.__operators__.getitem_42/strided_slice"; +"4556 maskrcnn/tf.__operators__.getitem_42/strided_slice/stack_1" -> "4558 maskrcnn/tf.__operators__.getitem_42/strided_slice"; +"4557 maskrcnn/tf.__operators__.getitem_42/strided_slice/stack_2" -> "4558 maskrcnn/tf.__operators__.getitem_42/strided_slice"; +"4558 maskrcnn/tf.__operators__.getitem_42/strided_slice" -> "4648 maskrcnn/tf.__operators__.add_47/AddV2"; +"4559 maskrcnn/tf.math.truediv_13/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "4560 maskrcnn/tf.math.truediv_13/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"4560 maskrcnn/tf.math.truediv_13/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "4561 maskrcnn/tf.math.truediv_13/fake_quantize/AsymmQuant/Abs"; +"4561 maskrcnn/tf.math.truediv_13/fake_quantize/AsymmQuant/Abs" -> "4563 maskrcnn/tf.math.truediv_13/fake_quantize/AsymmQuant/add"; +"4562 maskrcnn/tf.math.truediv_13/fake_quantize/AsymmQuant/add/y" -> "4563 maskrcnn/tf.math.truediv_13/fake_quantize/AsymmQuant/add"; +"4563 maskrcnn/tf.math.truediv_13/fake_quantize/AsymmQuant/add" -> "4566 maskrcnn/tf.math.truediv_13/fake_quantize/AsymmQuant/add_1"; +"4564 maskrcnn/tf.math.truediv_13/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4565 maskrcnn/tf.math.truediv_13/fake_quantize/AsymmQuant/ReadVariableOp"; +"4564 maskrcnn/tf.math.truediv_13/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4567 maskrcnn/tf.math.truediv_13/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"4565 maskrcnn/tf.math.truediv_13/fake_quantize/AsymmQuant/ReadVariableOp" -> "4566 maskrcnn/tf.math.truediv_13/fake_quantize/AsymmQuant/add_1"; +"4566 maskrcnn/tf.math.truediv_13/fake_quantize/AsymmQuant/add_1" -> "4568 maskrcnn/tf.math.truediv_13/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4567 maskrcnn/tf.math.truediv_13/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "4568 maskrcnn/tf.math.truediv_13/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4568 maskrcnn/tf.math.truediv_13/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "4648 maskrcnn/tf.__operators__.add_47/AddV2"; +"4569 maskrcnn/tf.__operators__.getitem_38/strided_slice/stack" -> "4572 maskrcnn/tf.__operators__.getitem_38/strided_slice"; +"4570 maskrcnn/tf.__operators__.getitem_38/strided_slice/stack_1" -> "4572 maskrcnn/tf.__operators__.getitem_38/strided_slice"; +"4571 maskrcnn/tf.__operators__.getitem_38/strided_slice/stack_2" -> "4572 maskrcnn/tf.__operators__.getitem_38/strided_slice"; +"4572 maskrcnn/tf.__operators__.getitem_38/strided_slice" -> "4647 maskrcnn/tf.__operators__.add_45/AddV2"; +"4573 maskrcnn/tf.math.truediv_11/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "4574 maskrcnn/tf.math.truediv_11/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"4574 maskrcnn/tf.math.truediv_11/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "4575 maskrcnn/tf.math.truediv_11/fake_quantize/AsymmQuant/Abs"; +"4575 maskrcnn/tf.math.truediv_11/fake_quantize/AsymmQuant/Abs" -> "4577 maskrcnn/tf.math.truediv_11/fake_quantize/AsymmQuant/add"; +"4576 maskrcnn/tf.math.truediv_11/fake_quantize/AsymmQuant/add/y" -> "4577 maskrcnn/tf.math.truediv_11/fake_quantize/AsymmQuant/add"; +"4577 maskrcnn/tf.math.truediv_11/fake_quantize/AsymmQuant/add" -> "4580 maskrcnn/tf.math.truediv_11/fake_quantize/AsymmQuant/add_1"; +"4578 maskrcnn/tf.math.truediv_11/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4579 maskrcnn/tf.math.truediv_11/fake_quantize/AsymmQuant/ReadVariableOp"; +"4578 maskrcnn/tf.math.truediv_11/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4581 maskrcnn/tf.math.truediv_11/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"4579 maskrcnn/tf.math.truediv_11/fake_quantize/AsymmQuant/ReadVariableOp" -> "4580 maskrcnn/tf.math.truediv_11/fake_quantize/AsymmQuant/add_1"; +"4580 maskrcnn/tf.math.truediv_11/fake_quantize/AsymmQuant/add_1" -> "4582 maskrcnn/tf.math.truediv_11/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4581 maskrcnn/tf.math.truediv_11/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "4582 maskrcnn/tf.math.truediv_11/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4582 maskrcnn/tf.math.truediv_11/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "4647 maskrcnn/tf.__operators__.add_45/AddV2"; +"4583 maskrcnn/tf.__operators__.getitem_34/strided_slice/stack" -> "4586 maskrcnn/tf.__operators__.getitem_34/strided_slice"; +"4584 maskrcnn/tf.__operators__.getitem_34/strided_slice/stack_1" -> "4586 maskrcnn/tf.__operators__.getitem_34/strided_slice"; +"4585 maskrcnn/tf.__operators__.getitem_34/strided_slice/stack_2" -> "4586 maskrcnn/tf.__operators__.getitem_34/strided_slice"; +"4586 maskrcnn/tf.__operators__.getitem_34/strided_slice" -> "4646 maskrcnn/tf.__operators__.add_43/AddV2"; +"4587 maskrcnn/tf.math.truediv_9/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "4588 maskrcnn/tf.math.truediv_9/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"4588 maskrcnn/tf.math.truediv_9/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "4589 maskrcnn/tf.math.truediv_9/fake_quantize/AsymmQuant/Abs"; +"4589 maskrcnn/tf.math.truediv_9/fake_quantize/AsymmQuant/Abs" -> "4591 maskrcnn/tf.math.truediv_9/fake_quantize/AsymmQuant/add"; +"4590 maskrcnn/tf.math.truediv_9/fake_quantize/AsymmQuant/add/y" -> "4591 maskrcnn/tf.math.truediv_9/fake_quantize/AsymmQuant/add"; +"4591 maskrcnn/tf.math.truediv_9/fake_quantize/AsymmQuant/add" -> "4594 maskrcnn/tf.math.truediv_9/fake_quantize/AsymmQuant/add_1"; +"4592 maskrcnn/tf.math.truediv_9/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4593 maskrcnn/tf.math.truediv_9/fake_quantize/AsymmQuant/ReadVariableOp"; +"4592 maskrcnn/tf.math.truediv_9/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4595 maskrcnn/tf.math.truediv_9/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"4593 maskrcnn/tf.math.truediv_9/fake_quantize/AsymmQuant/ReadVariableOp" -> "4594 maskrcnn/tf.math.truediv_9/fake_quantize/AsymmQuant/add_1"; +"4594 maskrcnn/tf.math.truediv_9/fake_quantize/AsymmQuant/add_1" -> "4596 maskrcnn/tf.math.truediv_9/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4595 maskrcnn/tf.math.truediv_9/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "4596 maskrcnn/tf.math.truediv_9/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4596 maskrcnn/tf.math.truediv_9/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "4646 maskrcnn/tf.__operators__.add_43/AddV2"; +"4597 maskrcnn/tf.__operators__.getitem_30/strided_slice/stack" -> "4600 maskrcnn/tf.__operators__.getitem_30/strided_slice"; +"4598 maskrcnn/tf.__operators__.getitem_30/strided_slice/stack_1" -> "4600 maskrcnn/tf.__operators__.getitem_30/strided_slice"; +"4599 maskrcnn/tf.__operators__.getitem_30/strided_slice/stack_2" -> "4600 maskrcnn/tf.__operators__.getitem_30/strided_slice"; +"4600 maskrcnn/tf.__operators__.getitem_30/strided_slice" -> "4645 maskrcnn/tf.__operators__.add_41/AddV2"; +"4601 maskrcnn/tf.math.truediv_7/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "4602 maskrcnn/tf.math.truediv_7/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"4602 maskrcnn/tf.math.truediv_7/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "4603 maskrcnn/tf.math.truediv_7/fake_quantize/AsymmQuant/Abs"; +"4603 maskrcnn/tf.math.truediv_7/fake_quantize/AsymmQuant/Abs" -> "4605 maskrcnn/tf.math.truediv_7/fake_quantize/AsymmQuant/add"; +"4604 maskrcnn/tf.math.truediv_7/fake_quantize/AsymmQuant/add/y" -> "4605 maskrcnn/tf.math.truediv_7/fake_quantize/AsymmQuant/add"; +"4605 maskrcnn/tf.math.truediv_7/fake_quantize/AsymmQuant/add" -> "4608 maskrcnn/tf.math.truediv_7/fake_quantize/AsymmQuant/add_1"; +"4606 maskrcnn/tf.math.truediv_7/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4607 maskrcnn/tf.math.truediv_7/fake_quantize/AsymmQuant/ReadVariableOp"; +"4606 maskrcnn/tf.math.truediv_7/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4609 maskrcnn/tf.math.truediv_7/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"4607 maskrcnn/tf.math.truediv_7/fake_quantize/AsymmQuant/ReadVariableOp" -> "4608 maskrcnn/tf.math.truediv_7/fake_quantize/AsymmQuant/add_1"; +"4608 maskrcnn/tf.math.truediv_7/fake_quantize/AsymmQuant/add_1" -> "4610 maskrcnn/tf.math.truediv_7/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4609 maskrcnn/tf.math.truediv_7/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "4610 maskrcnn/tf.math.truediv_7/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4610 maskrcnn/tf.math.truediv_7/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "4645 maskrcnn/tf.__operators__.add_41/AddV2"; +"4611 maskrcnn/tf.math.truediv_18/truediv/y" -> "4612 maskrcnn/tf.math.truediv_18/truediv"; +"4612 maskrcnn/tf.math.truediv_18/truediv" -> "4666 maskrcnn/tf.math.truediv_18/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4613 maskrcnn/tf.math.truediv_16/truediv/y" -> "4614 maskrcnn/tf.math.truediv_16/truediv"; +"4614 maskrcnn/tf.math.truediv_16/truediv" -> "4680 maskrcnn/tf.math.truediv_16/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4615 maskrcnn/tf.math.truediv_14/truediv/y" -> "4616 maskrcnn/tf.math.truediv_14/truediv"; +"4616 maskrcnn/tf.math.truediv_14/truediv" -> "4694 maskrcnn/tf.math.truediv_14/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4617 maskrcnn/tf.math.truediv_12/truediv/y" -> "4618 maskrcnn/tf.math.truediv_12/truediv"; +"4618 maskrcnn/tf.math.truediv_12/truediv" -> "4708 maskrcnn/tf.math.truediv_12/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4619 maskrcnn/tf.math.truediv_10/truediv/y" -> "4620 maskrcnn/tf.math.truediv_10/truediv"; +"4620 maskrcnn/tf.math.truediv_10/truediv" -> "4722 maskrcnn/tf.math.truediv_10/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4621 maskrcnn/tf.math.truediv_8/truediv/y" -> "4622 maskrcnn/tf.math.truediv_8/truediv"; +"4622 maskrcnn/tf.math.truediv_8/truediv" -> "4736 maskrcnn/tf.math.truediv_8/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4623 maskrcnn/tf.math.truediv_6/truediv/y" -> "4624 maskrcnn/tf.math.truediv_6/truediv"; +"4624 maskrcnn/tf.math.truediv_6/truediv" -> "4750 maskrcnn/tf.math.truediv_6/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4625 maskrcnn/tf.math.subtract_44/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "4626 maskrcnn/tf.math.subtract_44/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"4626 maskrcnn/tf.math.subtract_44/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "4627 maskrcnn/tf.math.subtract_44/fake_quantize/AsymmQuant/Abs"; +"4627 maskrcnn/tf.math.subtract_44/fake_quantize/AsymmQuant/Abs" -> "4629 maskrcnn/tf.math.subtract_44/fake_quantize/AsymmQuant/add"; +"4628 maskrcnn/tf.math.subtract_44/fake_quantize/AsymmQuant/add/y" -> "4629 maskrcnn/tf.math.subtract_44/fake_quantize/AsymmQuant/add"; +"4629 maskrcnn/tf.math.subtract_44/fake_quantize/AsymmQuant/add" -> "4632 maskrcnn/tf.math.subtract_44/fake_quantize/AsymmQuant/add_1"; +"4630 maskrcnn/tf.math.subtract_44/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4631 maskrcnn/tf.math.subtract_44/fake_quantize/AsymmQuant/ReadVariableOp"; +"4630 maskrcnn/tf.math.subtract_44/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4633 maskrcnn/tf.math.subtract_44/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"4631 maskrcnn/tf.math.subtract_44/fake_quantize/AsymmQuant/ReadVariableOp" -> "4632 maskrcnn/tf.math.subtract_44/fake_quantize/AsymmQuant/add_1"; +"4632 maskrcnn/tf.math.subtract_44/fake_quantize/AsymmQuant/add_1" -> "4634 maskrcnn/tf.math.subtract_44/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4633 maskrcnn/tf.math.subtract_44/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "4634 maskrcnn/tf.math.subtract_44/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4634 maskrcnn/tf.math.subtract_44/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "4754 maskrcnn/tf.expand_dims_16/ExpandDims"; +"4635 maskrcnn/tf.math.subtract_43/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "4636 maskrcnn/tf.math.subtract_43/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"4636 maskrcnn/tf.math.subtract_43/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "4637 maskrcnn/tf.math.subtract_43/fake_quantize/AsymmQuant/Abs"; +"4637 maskrcnn/tf.math.subtract_43/fake_quantize/AsymmQuant/Abs" -> "4639 maskrcnn/tf.math.subtract_43/fake_quantize/AsymmQuant/add"; +"4638 maskrcnn/tf.math.subtract_43/fake_quantize/AsymmQuant/add/y" -> "4639 maskrcnn/tf.math.subtract_43/fake_quantize/AsymmQuant/add"; +"4639 maskrcnn/tf.math.subtract_43/fake_quantize/AsymmQuant/add" -> "4642 maskrcnn/tf.math.subtract_43/fake_quantize/AsymmQuant/add_1"; +"4640 maskrcnn/tf.math.subtract_43/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4641 maskrcnn/tf.math.subtract_43/fake_quantize/AsymmQuant/ReadVariableOp"; +"4640 maskrcnn/tf.math.subtract_43/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4643 maskrcnn/tf.math.subtract_43/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"4641 maskrcnn/tf.math.subtract_43/fake_quantize/AsymmQuant/ReadVariableOp" -> "4642 maskrcnn/tf.math.subtract_43/fake_quantize/AsymmQuant/add_1"; +"4642 maskrcnn/tf.math.subtract_43/fake_quantize/AsymmQuant/add_1" -> "4644 maskrcnn/tf.math.subtract_43/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4643 maskrcnn/tf.math.subtract_43/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "4644 maskrcnn/tf.math.subtract_43/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4644 maskrcnn/tf.math.subtract_43/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "4752 maskrcnn/tf.expand_dims_15/ExpandDims"; +"4645 maskrcnn/tf.__operators__.add_41/AddV2" -> "4652 maskrcnn/tf.stack_7/stack"; +"4646 maskrcnn/tf.__operators__.add_43/AddV2" -> "4652 maskrcnn/tf.stack_7/stack"; +"4647 maskrcnn/tf.__operators__.add_45/AddV2" -> "4652 maskrcnn/tf.stack_7/stack"; +"4648 maskrcnn/tf.__operators__.add_47/AddV2" -> "4652 maskrcnn/tf.stack_7/stack"; +"4649 maskrcnn/tf.__operators__.add_49/AddV2" -> "4652 maskrcnn/tf.stack_7/stack"; +"4650 maskrcnn/tf.__operators__.add_51/AddV2" -> "4652 maskrcnn/tf.stack_7/stack"; +"4651 maskrcnn/tf.__operators__.add_53/AddV2" -> "4652 maskrcnn/tf.stack_7/stack"; +"4652 maskrcnn/tf.stack_7/stack" -> "4764 maskrcnn/tf.math.floor/Floor"; +"4652 maskrcnn/tf.stack_7/stack" -> "4870 maskrcnn/tf.math.subtract_45/fake_quantize_I0/AsymmQuant/FakeQuantWithMinMaxVars"; +"4653 maskrcnn/tf.__operators__.getitem_52/strided_slice/stack" -> "4656 maskrcnn/tf.__operators__.getitem_52/strided_slice"; +"4654 maskrcnn/tf.__operators__.getitem_52/strided_slice/stack_1" -> "4656 maskrcnn/tf.__operators__.getitem_52/strided_slice"; +"4655 maskrcnn/tf.__operators__.getitem_52/strided_slice/stack_2" -> "4656 maskrcnn/tf.__operators__.getitem_52/strided_slice"; +"4656 maskrcnn/tf.__operators__.getitem_52/strided_slice" -> "4761 maskrcnn/tf.__operators__.add_52/AddV2"; +"4657 maskrcnn/tf.math.truediv_18/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "4658 maskrcnn/tf.math.truediv_18/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"4658 maskrcnn/tf.math.truediv_18/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "4659 maskrcnn/tf.math.truediv_18/fake_quantize/AsymmQuant/Abs"; +"4659 maskrcnn/tf.math.truediv_18/fake_quantize/AsymmQuant/Abs" -> "4661 maskrcnn/tf.math.truediv_18/fake_quantize/AsymmQuant/add"; +"4660 maskrcnn/tf.math.truediv_18/fake_quantize/AsymmQuant/add/y" -> "4661 maskrcnn/tf.math.truediv_18/fake_quantize/AsymmQuant/add"; +"4661 maskrcnn/tf.math.truediv_18/fake_quantize/AsymmQuant/add" -> "4664 maskrcnn/tf.math.truediv_18/fake_quantize/AsymmQuant/add_1"; +"4662 maskrcnn/tf.math.truediv_18/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4663 maskrcnn/tf.math.truediv_18/fake_quantize/AsymmQuant/ReadVariableOp"; +"4662 maskrcnn/tf.math.truediv_18/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4665 maskrcnn/tf.math.truediv_18/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"4663 maskrcnn/tf.math.truediv_18/fake_quantize/AsymmQuant/ReadVariableOp" -> "4664 maskrcnn/tf.math.truediv_18/fake_quantize/AsymmQuant/add_1"; +"4664 maskrcnn/tf.math.truediv_18/fake_quantize/AsymmQuant/add_1" -> "4666 maskrcnn/tf.math.truediv_18/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4665 maskrcnn/tf.math.truediv_18/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "4666 maskrcnn/tf.math.truediv_18/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4666 maskrcnn/tf.math.truediv_18/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "4761 maskrcnn/tf.__operators__.add_52/AddV2"; +"4667 maskrcnn/tf.__operators__.getitem_48/strided_slice/stack" -> "4670 maskrcnn/tf.__operators__.getitem_48/strided_slice"; +"4668 maskrcnn/tf.__operators__.getitem_48/strided_slice/stack_1" -> "4670 maskrcnn/tf.__operators__.getitem_48/strided_slice"; +"4669 maskrcnn/tf.__operators__.getitem_48/strided_slice/stack_2" -> "4670 maskrcnn/tf.__operators__.getitem_48/strided_slice"; +"4670 maskrcnn/tf.__operators__.getitem_48/strided_slice" -> "4760 maskrcnn/tf.__operators__.add_50/AddV2"; +"4671 maskrcnn/tf.math.truediv_16/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "4672 maskrcnn/tf.math.truediv_16/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"4672 maskrcnn/tf.math.truediv_16/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "4673 maskrcnn/tf.math.truediv_16/fake_quantize/AsymmQuant/Abs"; +"4673 maskrcnn/tf.math.truediv_16/fake_quantize/AsymmQuant/Abs" -> "4675 maskrcnn/tf.math.truediv_16/fake_quantize/AsymmQuant/add"; +"4674 maskrcnn/tf.math.truediv_16/fake_quantize/AsymmQuant/add/y" -> "4675 maskrcnn/tf.math.truediv_16/fake_quantize/AsymmQuant/add"; +"4675 maskrcnn/tf.math.truediv_16/fake_quantize/AsymmQuant/add" -> "4678 maskrcnn/tf.math.truediv_16/fake_quantize/AsymmQuant/add_1"; +"4676 maskrcnn/tf.math.truediv_16/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4677 maskrcnn/tf.math.truediv_16/fake_quantize/AsymmQuant/ReadVariableOp"; +"4676 maskrcnn/tf.math.truediv_16/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4679 maskrcnn/tf.math.truediv_16/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"4677 maskrcnn/tf.math.truediv_16/fake_quantize/AsymmQuant/ReadVariableOp" -> "4678 maskrcnn/tf.math.truediv_16/fake_quantize/AsymmQuant/add_1"; +"4678 maskrcnn/tf.math.truediv_16/fake_quantize/AsymmQuant/add_1" -> "4680 maskrcnn/tf.math.truediv_16/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4679 maskrcnn/tf.math.truediv_16/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "4680 maskrcnn/tf.math.truediv_16/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4680 maskrcnn/tf.math.truediv_16/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "4760 maskrcnn/tf.__operators__.add_50/AddV2"; +"4681 maskrcnn/tf.__operators__.getitem_44/strided_slice/stack" -> "4684 maskrcnn/tf.__operators__.getitem_44/strided_slice"; +"4682 maskrcnn/tf.__operators__.getitem_44/strided_slice/stack_1" -> "4684 maskrcnn/tf.__operators__.getitem_44/strided_slice"; +"4683 maskrcnn/tf.__operators__.getitem_44/strided_slice/stack_2" -> "4684 maskrcnn/tf.__operators__.getitem_44/strided_slice"; +"4684 maskrcnn/tf.__operators__.getitem_44/strided_slice" -> "4759 maskrcnn/tf.__operators__.add_48/AddV2"; +"4685 maskrcnn/tf.math.truediv_14/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "4686 maskrcnn/tf.math.truediv_14/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"4686 maskrcnn/tf.math.truediv_14/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "4687 maskrcnn/tf.math.truediv_14/fake_quantize/AsymmQuant/Abs"; +"4687 maskrcnn/tf.math.truediv_14/fake_quantize/AsymmQuant/Abs" -> "4689 maskrcnn/tf.math.truediv_14/fake_quantize/AsymmQuant/add"; +"4688 maskrcnn/tf.math.truediv_14/fake_quantize/AsymmQuant/add/y" -> "4689 maskrcnn/tf.math.truediv_14/fake_quantize/AsymmQuant/add"; +"4689 maskrcnn/tf.math.truediv_14/fake_quantize/AsymmQuant/add" -> "4692 maskrcnn/tf.math.truediv_14/fake_quantize/AsymmQuant/add_1"; +"4690 maskrcnn/tf.math.truediv_14/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4691 maskrcnn/tf.math.truediv_14/fake_quantize/AsymmQuant/ReadVariableOp"; +"4690 maskrcnn/tf.math.truediv_14/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4693 maskrcnn/tf.math.truediv_14/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"4691 maskrcnn/tf.math.truediv_14/fake_quantize/AsymmQuant/ReadVariableOp" -> "4692 maskrcnn/tf.math.truediv_14/fake_quantize/AsymmQuant/add_1"; +"4692 maskrcnn/tf.math.truediv_14/fake_quantize/AsymmQuant/add_1" -> "4694 maskrcnn/tf.math.truediv_14/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4693 maskrcnn/tf.math.truediv_14/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "4694 maskrcnn/tf.math.truediv_14/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4694 maskrcnn/tf.math.truediv_14/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "4759 maskrcnn/tf.__operators__.add_48/AddV2"; +"4695 maskrcnn/tf.__operators__.getitem_40/strided_slice/stack" -> "4698 maskrcnn/tf.__operators__.getitem_40/strided_slice"; +"4696 maskrcnn/tf.__operators__.getitem_40/strided_slice/stack_1" -> "4698 maskrcnn/tf.__operators__.getitem_40/strided_slice"; +"4697 maskrcnn/tf.__operators__.getitem_40/strided_slice/stack_2" -> "4698 maskrcnn/tf.__operators__.getitem_40/strided_slice"; +"4698 maskrcnn/tf.__operators__.getitem_40/strided_slice" -> "4758 maskrcnn/tf.__operators__.add_46/AddV2"; +"4699 maskrcnn/tf.math.truediv_12/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "4700 maskrcnn/tf.math.truediv_12/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"4700 maskrcnn/tf.math.truediv_12/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "4701 maskrcnn/tf.math.truediv_12/fake_quantize/AsymmQuant/Abs"; +"4701 maskrcnn/tf.math.truediv_12/fake_quantize/AsymmQuant/Abs" -> "4703 maskrcnn/tf.math.truediv_12/fake_quantize/AsymmQuant/add"; +"4702 maskrcnn/tf.math.truediv_12/fake_quantize/AsymmQuant/add/y" -> "4703 maskrcnn/tf.math.truediv_12/fake_quantize/AsymmQuant/add"; +"4703 maskrcnn/tf.math.truediv_12/fake_quantize/AsymmQuant/add" -> "4706 maskrcnn/tf.math.truediv_12/fake_quantize/AsymmQuant/add_1"; +"4704 maskrcnn/tf.math.truediv_12/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4705 maskrcnn/tf.math.truediv_12/fake_quantize/AsymmQuant/ReadVariableOp"; +"4704 maskrcnn/tf.math.truediv_12/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4707 maskrcnn/tf.math.truediv_12/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"4705 maskrcnn/tf.math.truediv_12/fake_quantize/AsymmQuant/ReadVariableOp" -> "4706 maskrcnn/tf.math.truediv_12/fake_quantize/AsymmQuant/add_1"; +"4706 maskrcnn/tf.math.truediv_12/fake_quantize/AsymmQuant/add_1" -> "4708 maskrcnn/tf.math.truediv_12/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4707 maskrcnn/tf.math.truediv_12/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "4708 maskrcnn/tf.math.truediv_12/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4708 maskrcnn/tf.math.truediv_12/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "4758 maskrcnn/tf.__operators__.add_46/AddV2"; +"4709 maskrcnn/tf.__operators__.getitem_36/strided_slice/stack" -> "4712 maskrcnn/tf.__operators__.getitem_36/strided_slice"; +"4710 maskrcnn/tf.__operators__.getitem_36/strided_slice/stack_1" -> "4712 maskrcnn/tf.__operators__.getitem_36/strided_slice"; +"4711 maskrcnn/tf.__operators__.getitem_36/strided_slice/stack_2" -> "4712 maskrcnn/tf.__operators__.getitem_36/strided_slice"; +"4712 maskrcnn/tf.__operators__.getitem_36/strided_slice" -> "4757 maskrcnn/tf.__operators__.add_44/AddV2"; +"4713 maskrcnn/tf.math.truediv_10/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "4714 maskrcnn/tf.math.truediv_10/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"4714 maskrcnn/tf.math.truediv_10/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "4715 maskrcnn/tf.math.truediv_10/fake_quantize/AsymmQuant/Abs"; +"4715 maskrcnn/tf.math.truediv_10/fake_quantize/AsymmQuant/Abs" -> "4717 maskrcnn/tf.math.truediv_10/fake_quantize/AsymmQuant/add"; +"4716 maskrcnn/tf.math.truediv_10/fake_quantize/AsymmQuant/add/y" -> "4717 maskrcnn/tf.math.truediv_10/fake_quantize/AsymmQuant/add"; +"4717 maskrcnn/tf.math.truediv_10/fake_quantize/AsymmQuant/add" -> "4720 maskrcnn/tf.math.truediv_10/fake_quantize/AsymmQuant/add_1"; +"4718 maskrcnn/tf.math.truediv_10/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4719 maskrcnn/tf.math.truediv_10/fake_quantize/AsymmQuant/ReadVariableOp"; +"4718 maskrcnn/tf.math.truediv_10/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4721 maskrcnn/tf.math.truediv_10/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"4719 maskrcnn/tf.math.truediv_10/fake_quantize/AsymmQuant/ReadVariableOp" -> "4720 maskrcnn/tf.math.truediv_10/fake_quantize/AsymmQuant/add_1"; +"4720 maskrcnn/tf.math.truediv_10/fake_quantize/AsymmQuant/add_1" -> "4722 maskrcnn/tf.math.truediv_10/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4721 maskrcnn/tf.math.truediv_10/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "4722 maskrcnn/tf.math.truediv_10/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4722 maskrcnn/tf.math.truediv_10/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "4757 maskrcnn/tf.__operators__.add_44/AddV2"; +"4723 maskrcnn/tf.__operators__.getitem_32/strided_slice/stack" -> "4726 maskrcnn/tf.__operators__.getitem_32/strided_slice"; +"4724 maskrcnn/tf.__operators__.getitem_32/strided_slice/stack_1" -> "4726 maskrcnn/tf.__operators__.getitem_32/strided_slice"; +"4725 maskrcnn/tf.__operators__.getitem_32/strided_slice/stack_2" -> "4726 maskrcnn/tf.__operators__.getitem_32/strided_slice"; +"4726 maskrcnn/tf.__operators__.getitem_32/strided_slice" -> "4756 maskrcnn/tf.__operators__.add_42/AddV2"; +"4727 maskrcnn/tf.math.truediv_8/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "4728 maskrcnn/tf.math.truediv_8/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"4728 maskrcnn/tf.math.truediv_8/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "4729 maskrcnn/tf.math.truediv_8/fake_quantize/AsymmQuant/Abs"; +"4729 maskrcnn/tf.math.truediv_8/fake_quantize/AsymmQuant/Abs" -> "4731 maskrcnn/tf.math.truediv_8/fake_quantize/AsymmQuant/add"; +"4730 maskrcnn/tf.math.truediv_8/fake_quantize/AsymmQuant/add/y" -> "4731 maskrcnn/tf.math.truediv_8/fake_quantize/AsymmQuant/add"; +"4731 maskrcnn/tf.math.truediv_8/fake_quantize/AsymmQuant/add" -> "4734 maskrcnn/tf.math.truediv_8/fake_quantize/AsymmQuant/add_1"; +"4732 maskrcnn/tf.math.truediv_8/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4733 maskrcnn/tf.math.truediv_8/fake_quantize/AsymmQuant/ReadVariableOp"; +"4732 maskrcnn/tf.math.truediv_8/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4735 maskrcnn/tf.math.truediv_8/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"4733 maskrcnn/tf.math.truediv_8/fake_quantize/AsymmQuant/ReadVariableOp" -> "4734 maskrcnn/tf.math.truediv_8/fake_quantize/AsymmQuant/add_1"; +"4734 maskrcnn/tf.math.truediv_8/fake_quantize/AsymmQuant/add_1" -> "4736 maskrcnn/tf.math.truediv_8/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4735 maskrcnn/tf.math.truediv_8/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "4736 maskrcnn/tf.math.truediv_8/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4736 maskrcnn/tf.math.truediv_8/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "4756 maskrcnn/tf.__operators__.add_42/AddV2"; +"4737 maskrcnn/tf.__operators__.getitem_28/strided_slice/stack" -> "4740 maskrcnn/tf.__operators__.getitem_28/strided_slice"; +"4738 maskrcnn/tf.__operators__.getitem_28/strided_slice/stack_1" -> "4740 maskrcnn/tf.__operators__.getitem_28/strided_slice"; +"4739 maskrcnn/tf.__operators__.getitem_28/strided_slice/stack_2" -> "4740 maskrcnn/tf.__operators__.getitem_28/strided_slice"; +"4740 maskrcnn/tf.__operators__.getitem_28/strided_slice" -> "4755 maskrcnn/tf.__operators__.add_40/AddV2"; +"4741 maskrcnn/tf.math.truediv_6/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "4742 maskrcnn/tf.math.truediv_6/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"4742 maskrcnn/tf.math.truediv_6/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "4743 maskrcnn/tf.math.truediv_6/fake_quantize/AsymmQuant/Abs"; +"4743 maskrcnn/tf.math.truediv_6/fake_quantize/AsymmQuant/Abs" -> "4745 maskrcnn/tf.math.truediv_6/fake_quantize/AsymmQuant/add"; +"4744 maskrcnn/tf.math.truediv_6/fake_quantize/AsymmQuant/add/y" -> "4745 maskrcnn/tf.math.truediv_6/fake_quantize/AsymmQuant/add"; +"4745 maskrcnn/tf.math.truediv_6/fake_quantize/AsymmQuant/add" -> "4748 maskrcnn/tf.math.truediv_6/fake_quantize/AsymmQuant/add_1"; +"4746 maskrcnn/tf.math.truediv_6/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4747 maskrcnn/tf.math.truediv_6/fake_quantize/AsymmQuant/ReadVariableOp"; +"4746 maskrcnn/tf.math.truediv_6/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4749 maskrcnn/tf.math.truediv_6/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"4747 maskrcnn/tf.math.truediv_6/fake_quantize/AsymmQuant/ReadVariableOp" -> "4748 maskrcnn/tf.math.truediv_6/fake_quantize/AsymmQuant/add_1"; +"4748 maskrcnn/tf.math.truediv_6/fake_quantize/AsymmQuant/add_1" -> "4750 maskrcnn/tf.math.truediv_6/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4749 maskrcnn/tf.math.truediv_6/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "4750 maskrcnn/tf.math.truediv_6/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4750 maskrcnn/tf.math.truediv_6/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "4755 maskrcnn/tf.__operators__.add_40/AddV2"; +"4751 maskrcnn/tf.expand_dims_15/ExpandDims/dim" -> "4752 maskrcnn/tf.expand_dims_15/ExpandDims"; +"4752 maskrcnn/tf.expand_dims_15/ExpandDims" -> "4763 maskrcnn/tf.concat_12/concat"; +"4753 maskrcnn/tf.expand_dims_16/ExpandDims/dim" -> "4754 maskrcnn/tf.expand_dims_16/ExpandDims"; +"4754 maskrcnn/tf.expand_dims_16/ExpandDims" -> "4763 maskrcnn/tf.concat_12/concat"; +"4755 maskrcnn/tf.__operators__.add_40/AddV2" -> "4765 maskrcnn/tf.stack_6/stack"; +"4756 maskrcnn/tf.__operators__.add_42/AddV2" -> "4765 maskrcnn/tf.stack_6/stack"; +"4757 maskrcnn/tf.__operators__.add_44/AddV2" -> "4765 maskrcnn/tf.stack_6/stack"; +"4758 maskrcnn/tf.__operators__.add_46/AddV2" -> "4765 maskrcnn/tf.stack_6/stack"; +"4759 maskrcnn/tf.__operators__.add_48/AddV2" -> "4765 maskrcnn/tf.stack_6/stack"; +"4760 maskrcnn/tf.__operators__.add_50/AddV2" -> "4765 maskrcnn/tf.stack_6/stack"; +"4761 maskrcnn/tf.__operators__.add_52/AddV2" -> "4765 maskrcnn/tf.stack_6/stack"; +"4762 maskrcnn/tf.concat_12/concat/axis" -> "4763 maskrcnn/tf.concat_12/concat"; +"4763 maskrcnn/tf.concat_12/concat" -> "4780 maskrcnn/tf.__operators__.getitem_58/strided_slice"; +"4763 maskrcnn/tf.concat_12/concat" -> "4809 maskrcnn/tf.__operators__.getitem_56/strided_slice"; +"4763 maskrcnn/tf.concat_12/concat" -> "4838 maskrcnn/tf.__operators__.getitem_59/strided_slice"; +"4763 maskrcnn/tf.concat_12/concat" -> "4908 maskrcnn/tf.__operators__.getitem_57/strided_slice"; +"4764 maskrcnn/tf.math.floor/Floor" -> "4775 maskrcnn/tf.math.floor/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4765 maskrcnn/tf.stack_6/stack" -> "4776 maskrcnn/tf.math.floor_1/Floor"; +"4765 maskrcnn/tf.stack_6/stack" -> "4850 maskrcnn/tf.math.subtract_46/fake_quantize_I0/AsymmQuant/FakeQuantWithMinMaxVars"; +"4766 maskrcnn/tf.math.floor/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "4767 maskrcnn/tf.math.floor/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"4767 maskrcnn/tf.math.floor/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "4768 maskrcnn/tf.math.floor/fake_quantize/AsymmQuant/Abs"; +"4768 maskrcnn/tf.math.floor/fake_quantize/AsymmQuant/Abs" -> "4770 maskrcnn/tf.math.floor/fake_quantize/AsymmQuant/add"; +"4769 maskrcnn/tf.math.floor/fake_quantize/AsymmQuant/add/y" -> "4770 maskrcnn/tf.math.floor/fake_quantize/AsymmQuant/add"; +"4770 maskrcnn/tf.math.floor/fake_quantize/AsymmQuant/add" -> "4773 maskrcnn/tf.math.floor/fake_quantize/AsymmQuant/add_1"; +"4771 maskrcnn/tf.math.floor/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4772 maskrcnn/tf.math.floor/fake_quantize/AsymmQuant/ReadVariableOp"; +"4771 maskrcnn/tf.math.floor/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4774 maskrcnn/tf.math.floor/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"4772 maskrcnn/tf.math.floor/fake_quantize/AsymmQuant/ReadVariableOp" -> "4773 maskrcnn/tf.math.floor/fake_quantize/AsymmQuant/add_1"; +"4773 maskrcnn/tf.math.floor/fake_quantize/AsymmQuant/add_1" -> "4775 maskrcnn/tf.math.floor/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4774 maskrcnn/tf.math.floor/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "4775 maskrcnn/tf.math.floor/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4775 maskrcnn/tf.math.floor/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "4782 maskrcnn/tf.math.maximum_7/Maximum"; +"4776 maskrcnn/tf.math.floor_1/Floor" -> "4792 maskrcnn/tf.math.floor_1/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4777 maskrcnn/tf.__operators__.getitem_58/strided_slice/stack" -> "4780 maskrcnn/tf.__operators__.getitem_58/strided_slice"; +"4778 maskrcnn/tf.__operators__.getitem_58/strided_slice/stack_1" -> "4780 maskrcnn/tf.__operators__.getitem_58/strided_slice"; +"4779 maskrcnn/tf.__operators__.getitem_58/strided_slice/stack_2" -> "4780 maskrcnn/tf.__operators__.getitem_58/strided_slice"; +"4780 maskrcnn/tf.__operators__.getitem_58/strided_slice" -> "4804 maskrcnn/tf.expand_dims_19/ExpandDims"; +"4782 maskrcnn/tf.math.maximum_7/Maximum" -> "4802 maskrcnn/tf.math.maximum_7/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4783 maskrcnn/tf.math.floor_1/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "4784 maskrcnn/tf.math.floor_1/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"4784 maskrcnn/tf.math.floor_1/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "4785 maskrcnn/tf.math.floor_1/fake_quantize/AsymmQuant/Abs"; +"4785 maskrcnn/tf.math.floor_1/fake_quantize/AsymmQuant/Abs" -> "4787 maskrcnn/tf.math.floor_1/fake_quantize/AsymmQuant/add"; +"4786 maskrcnn/tf.math.floor_1/fake_quantize/AsymmQuant/add/y" -> "4787 maskrcnn/tf.math.floor_1/fake_quantize/AsymmQuant/add"; +"4787 maskrcnn/tf.math.floor_1/fake_quantize/AsymmQuant/add" -> "4790 maskrcnn/tf.math.floor_1/fake_quantize/AsymmQuant/add_1"; +"4788 maskrcnn/tf.math.floor_1/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4789 maskrcnn/tf.math.floor_1/fake_quantize/AsymmQuant/ReadVariableOp"; +"4788 maskrcnn/tf.math.floor_1/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4791 maskrcnn/tf.math.floor_1/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"4789 maskrcnn/tf.math.floor_1/fake_quantize/AsymmQuant/ReadVariableOp" -> "4790 maskrcnn/tf.math.floor_1/fake_quantize/AsymmQuant/add_1"; +"4790 maskrcnn/tf.math.floor_1/fake_quantize/AsymmQuant/add_1" -> "4792 maskrcnn/tf.math.floor_1/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4791 maskrcnn/tf.math.floor_1/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "4792 maskrcnn/tf.math.floor_1/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4792 maskrcnn/tf.math.floor_1/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "4811 maskrcnn/tf.math.maximum_6/Maximum"; +"4793 maskrcnn/tf.math.maximum_7/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "4794 maskrcnn/tf.math.maximum_7/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"4794 maskrcnn/tf.math.maximum_7/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "4795 maskrcnn/tf.math.maximum_7/fake_quantize/AsymmQuant/Abs"; +"4795 maskrcnn/tf.math.maximum_7/fake_quantize/AsymmQuant/Abs" -> "4797 maskrcnn/tf.math.maximum_7/fake_quantize/AsymmQuant/add"; +"4796 maskrcnn/tf.math.maximum_7/fake_quantize/AsymmQuant/add/y" -> "4797 maskrcnn/tf.math.maximum_7/fake_quantize/AsymmQuant/add"; +"4797 maskrcnn/tf.math.maximum_7/fake_quantize/AsymmQuant/add" -> "4800 maskrcnn/tf.math.maximum_7/fake_quantize/AsymmQuant/add_1"; +"4798 maskrcnn/tf.math.maximum_7/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4799 maskrcnn/tf.math.maximum_7/fake_quantize/AsymmQuant/ReadVariableOp"; +"4798 maskrcnn/tf.math.maximum_7/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4801 maskrcnn/tf.math.maximum_7/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"4799 maskrcnn/tf.math.maximum_7/fake_quantize/AsymmQuant/ReadVariableOp" -> "4800 maskrcnn/tf.math.maximum_7/fake_quantize/AsymmQuant/add_1"; +"4800 maskrcnn/tf.math.maximum_7/fake_quantize/AsymmQuant/add_1" -> "4802 maskrcnn/tf.math.maximum_7/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4801 maskrcnn/tf.math.maximum_7/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "4802 maskrcnn/tf.math.maximum_7/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4802 maskrcnn/tf.math.maximum_7/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "4805 maskrcnn/tf.math.minimum_18/Minimum"; +"4803 maskrcnn/tf.expand_dims_19/ExpandDims/dim" -> "4804 maskrcnn/tf.expand_dims_19/ExpandDims"; +"4804 maskrcnn/tf.expand_dims_19/ExpandDims" -> "4805 maskrcnn/tf.math.minimum_18/Minimum"; +"4805 maskrcnn/tf.math.minimum_18/Minimum" -> "4833 maskrcnn/tf.__operators__.add_55/fake_quantize_I0/AsymmQuant/FakeQuantWithMinMaxVars"; +"4805 maskrcnn/tf.math.minimum_18/Minimum" -> "4880 maskrcnn/tf.math.subtract_45/fake_quantize_I1/AsymmQuant/FakeQuantWithMinMaxVars"; +"4805 maskrcnn/tf.math.minimum_18/Minimum" -> "4944 maskrcnn/tf.stack_9/stack"; +"4806 maskrcnn/tf.__operators__.getitem_56/strided_slice/stack" -> "4809 maskrcnn/tf.__operators__.getitem_56/strided_slice"; +"4807 maskrcnn/tf.__operators__.getitem_56/strided_slice/stack_1" -> "4809 maskrcnn/tf.__operators__.getitem_56/strided_slice"; +"4808 maskrcnn/tf.__operators__.getitem_56/strided_slice/stack_2" -> "4809 maskrcnn/tf.__operators__.getitem_56/strided_slice"; +"4809 maskrcnn/tf.__operators__.getitem_56/strided_slice" -> "4823 maskrcnn/tf.expand_dims_17/ExpandDims"; +"4811 maskrcnn/tf.math.maximum_6/Maximum" -> "4821 maskrcnn/tf.math.maximum_6/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4812 maskrcnn/tf.math.maximum_6/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "4813 maskrcnn/tf.math.maximum_6/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"4813 maskrcnn/tf.math.maximum_6/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "4814 maskrcnn/tf.math.maximum_6/fake_quantize/AsymmQuant/Abs"; +"4814 maskrcnn/tf.math.maximum_6/fake_quantize/AsymmQuant/Abs" -> "4816 maskrcnn/tf.math.maximum_6/fake_quantize/AsymmQuant/add"; +"4815 maskrcnn/tf.math.maximum_6/fake_quantize/AsymmQuant/add/y" -> "4816 maskrcnn/tf.math.maximum_6/fake_quantize/AsymmQuant/add"; +"4816 maskrcnn/tf.math.maximum_6/fake_quantize/AsymmQuant/add" -> "4819 maskrcnn/tf.math.maximum_6/fake_quantize/AsymmQuant/add_1"; +"4817 maskrcnn/tf.math.maximum_6/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4818 maskrcnn/tf.math.maximum_6/fake_quantize/AsymmQuant/ReadVariableOp"; +"4817 maskrcnn/tf.math.maximum_6/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4820 maskrcnn/tf.math.maximum_6/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"4818 maskrcnn/tf.math.maximum_6/fake_quantize/AsymmQuant/ReadVariableOp" -> "4819 maskrcnn/tf.math.maximum_6/fake_quantize/AsymmQuant/add_1"; +"4819 maskrcnn/tf.math.maximum_6/fake_quantize/AsymmQuant/add_1" -> "4821 maskrcnn/tf.math.maximum_6/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4820 maskrcnn/tf.math.maximum_6/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "4821 maskrcnn/tf.math.maximum_6/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4821 maskrcnn/tf.math.maximum_6/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "4834 maskrcnn/tf.math.minimum_16/Minimum"; +"4822 maskrcnn/tf.expand_dims_17/ExpandDims/dim" -> "4823 maskrcnn/tf.expand_dims_17/ExpandDims"; +"4823 maskrcnn/tf.expand_dims_17/ExpandDims" -> "4834 maskrcnn/tf.math.minimum_16/Minimum"; +"4824 maskrcnn/tf.__operators__.add_55/fake_quantize_I0/AsymmQuant/Abs/ReadVariableOp/resource" -> "4825 maskrcnn/tf.__operators__.add_55/fake_quantize_I0/AsymmQuant/Abs/ReadVariableOp"; +"4825 maskrcnn/tf.__operators__.add_55/fake_quantize_I0/AsymmQuant/Abs/ReadVariableOp" -> "4826 maskrcnn/tf.__operators__.add_55/fake_quantize_I0/AsymmQuant/Abs"; +"4826 maskrcnn/tf.__operators__.add_55/fake_quantize_I0/AsymmQuant/Abs" -> "4828 maskrcnn/tf.__operators__.add_55/fake_quantize_I0/AsymmQuant/add"; +"4827 maskrcnn/tf.__operators__.add_55/fake_quantize_I0/AsymmQuant/add/y" -> "4828 maskrcnn/tf.__operators__.add_55/fake_quantize_I0/AsymmQuant/add"; +"4828 maskrcnn/tf.__operators__.add_55/fake_quantize_I0/AsymmQuant/add" -> "4831 maskrcnn/tf.__operators__.add_55/fake_quantize_I0/AsymmQuant/add_1"; +"4829 maskrcnn/tf.__operators__.add_55/fake_quantize_I0/AsymmQuant/ReadVariableOp/resource" -> "4830 maskrcnn/tf.__operators__.add_55/fake_quantize_I0/AsymmQuant/ReadVariableOp"; +"4829 maskrcnn/tf.__operators__.add_55/fake_quantize_I0/AsymmQuant/ReadVariableOp/resource" -> "4832 maskrcnn/tf.__operators__.add_55/fake_quantize_I0/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"4830 maskrcnn/tf.__operators__.add_55/fake_quantize_I0/AsymmQuant/ReadVariableOp" -> "4831 maskrcnn/tf.__operators__.add_55/fake_quantize_I0/AsymmQuant/add_1"; +"4831 maskrcnn/tf.__operators__.add_55/fake_quantize_I0/AsymmQuant/add_1" -> "4833 maskrcnn/tf.__operators__.add_55/fake_quantize_I0/AsymmQuant/FakeQuantWithMinMaxVars"; +"4832 maskrcnn/tf.__operators__.add_55/fake_quantize_I0/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "4833 maskrcnn/tf.__operators__.add_55/fake_quantize_I0/AsymmQuant/FakeQuantWithMinMaxVars"; +"4833 maskrcnn/tf.__operators__.add_55/fake_quantize_I0/AsymmQuant/FakeQuantWithMinMaxVars" -> "4840 maskrcnn/tf.__operators__.add_55/AddV2"; +"4834 maskrcnn/tf.math.minimum_16/Minimum" -> "4860 maskrcnn/tf.math.subtract_46/fake_quantize_I1/AsymmQuant/FakeQuantWithMinMaxVars"; +"4834 maskrcnn/tf.math.minimum_16/Minimum" -> "4890 maskrcnn/tf.__operators__.add_54/fake_quantize_I0/AsymmQuant/FakeQuantWithMinMaxVars"; +"4834 maskrcnn/tf.math.minimum_16/Minimum" -> "4980 maskrcnn/tf.stack_8/stack"; +"4835 maskrcnn/tf.__operators__.getitem_59/strided_slice/stack" -> "4838 maskrcnn/tf.__operators__.getitem_59/strided_slice"; +"4836 maskrcnn/tf.__operators__.getitem_59/strided_slice/stack_1" -> "4838 maskrcnn/tf.__operators__.getitem_59/strided_slice"; +"4837 maskrcnn/tf.__operators__.getitem_59/strided_slice/stack_2" -> "4838 maskrcnn/tf.__operators__.getitem_59/strided_slice"; +"4838 maskrcnn/tf.__operators__.getitem_59/strided_slice" -> "4902 maskrcnn/tf.expand_dims_20/ExpandDims"; +"4839 maskrcnn/tf.__operators__.add_55/y" -> "4840 maskrcnn/tf.__operators__.add_55/AddV2"; +"4840 maskrcnn/tf.__operators__.add_55/AddV2" -> "4900 maskrcnn/tf.__operators__.add_55/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4841 maskrcnn/tf.math.subtract_46/fake_quantize_I0/AsymmQuant/Abs/ReadVariableOp/resource" -> "4842 maskrcnn/tf.math.subtract_46/fake_quantize_I0/AsymmQuant/Abs/ReadVariableOp"; +"4842 maskrcnn/tf.math.subtract_46/fake_quantize_I0/AsymmQuant/Abs/ReadVariableOp" -> "4843 maskrcnn/tf.math.subtract_46/fake_quantize_I0/AsymmQuant/Abs"; +"4843 maskrcnn/tf.math.subtract_46/fake_quantize_I0/AsymmQuant/Abs" -> "4845 maskrcnn/tf.math.subtract_46/fake_quantize_I0/AsymmQuant/add"; +"4844 maskrcnn/tf.math.subtract_46/fake_quantize_I0/AsymmQuant/add/y" -> "4845 maskrcnn/tf.math.subtract_46/fake_quantize_I0/AsymmQuant/add"; +"4845 maskrcnn/tf.math.subtract_46/fake_quantize_I0/AsymmQuant/add" -> "4848 maskrcnn/tf.math.subtract_46/fake_quantize_I0/AsymmQuant/add_1"; +"4846 maskrcnn/tf.math.subtract_46/fake_quantize_I0/AsymmQuant/ReadVariableOp/resource" -> "4847 maskrcnn/tf.math.subtract_46/fake_quantize_I0/AsymmQuant/ReadVariableOp"; +"4846 maskrcnn/tf.math.subtract_46/fake_quantize_I0/AsymmQuant/ReadVariableOp/resource" -> "4849 maskrcnn/tf.math.subtract_46/fake_quantize_I0/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"4847 maskrcnn/tf.math.subtract_46/fake_quantize_I0/AsymmQuant/ReadVariableOp" -> "4848 maskrcnn/tf.math.subtract_46/fake_quantize_I0/AsymmQuant/add_1"; +"4848 maskrcnn/tf.math.subtract_46/fake_quantize_I0/AsymmQuant/add_1" -> "4850 maskrcnn/tf.math.subtract_46/fake_quantize_I0/AsymmQuant/FakeQuantWithMinMaxVars"; +"4849 maskrcnn/tf.math.subtract_46/fake_quantize_I0/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "4850 maskrcnn/tf.math.subtract_46/fake_quantize_I0/AsymmQuant/FakeQuantWithMinMaxVars"; +"4850 maskrcnn/tf.math.subtract_46/fake_quantize_I0/AsymmQuant/FakeQuantWithMinMaxVars" -> "4903 maskrcnn/tf.math.subtract_46/Sub"; +"4851 maskrcnn/tf.math.subtract_46/fake_quantize_I1/AsymmQuant/Abs/ReadVariableOp/resource" -> "4852 maskrcnn/tf.math.subtract_46/fake_quantize_I1/AsymmQuant/Abs/ReadVariableOp"; +"4852 maskrcnn/tf.math.subtract_46/fake_quantize_I1/AsymmQuant/Abs/ReadVariableOp" -> "4853 maskrcnn/tf.math.subtract_46/fake_quantize_I1/AsymmQuant/Abs"; +"4853 maskrcnn/tf.math.subtract_46/fake_quantize_I1/AsymmQuant/Abs" -> "4855 maskrcnn/tf.math.subtract_46/fake_quantize_I1/AsymmQuant/add"; +"4854 maskrcnn/tf.math.subtract_46/fake_quantize_I1/AsymmQuant/add/y" -> "4855 maskrcnn/tf.math.subtract_46/fake_quantize_I1/AsymmQuant/add"; +"4855 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maskrcnn/tf.math.subtract_47/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "4979 maskrcnn/tf.math.subtract_47/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"4979 maskrcnn/tf.math.subtract_47/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "4985 maskrcnn/tf.stack_10/stack"; +"4980 maskrcnn/tf.stack_8/stack" -> "4987 maskrcnn/tf.reshape_22/Reshape"; +"4981 maskrcnn/tf.cast_26/Cast" -> "4988 maskrcnn/tf.math.multiply_46/Mul"; +"4982 maskrcnn/tf.expand_dims_21/ExpandDims/dim" -> "4983 maskrcnn/tf.expand_dims_21/ExpandDims"; +"4983 maskrcnn/tf.expand_dims_21/ExpandDims" -> "4988 maskrcnn/tf.math.multiply_46/Mul"; +"4984 maskrcnn/tf.stack_11/stack" -> "4998 maskrcnn/tf.reshape_21/Reshape"; +"4985 maskrcnn/tf.stack_10/stack" -> "5000 maskrcnn/tf.reshape_20/Reshape"; +"4986 maskrcnn/tf.reshape_22/Reshape/shape" -> "4987 maskrcnn/tf.reshape_22/Reshape"; +"4987 maskrcnn/tf.reshape_22/Reshape" -> "5001 maskrcnn/tf.cast_25/Cast"; +"4988 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maskrcnn/tf.math.multiply_47/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"5017 maskrcnn/tf.__operators__.add_56/AddV2" -> "5030 maskrcnn/tf.__operators__.add_57/AddV2"; +"5018 maskrcnn/tf.tile_2/Tile/multiples" -> "5019 maskrcnn/tf.tile_2/Tile"; +"5019 maskrcnn/tf.tile_2/Tile" -> "5030 maskrcnn/tf.__operators__.add_57/AddV2"; +"5020 maskrcnn/tf.math.multiply_47/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "5021 maskrcnn/tf.math.multiply_47/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"5021 maskrcnn/tf.math.multiply_47/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "5022 maskrcnn/tf.math.multiply_47/fake_quantize/AsymmQuant/Abs"; +"5022 maskrcnn/tf.math.multiply_47/fake_quantize/AsymmQuant/Abs" -> "5024 maskrcnn/tf.math.multiply_47/fake_quantize/AsymmQuant/add"; +"5023 maskrcnn/tf.math.multiply_47/fake_quantize/AsymmQuant/add/y" -> "5024 maskrcnn/tf.math.multiply_47/fake_quantize/AsymmQuant/add"; +"5024 maskrcnn/tf.math.multiply_47/fake_quantize/AsymmQuant/add" -> 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maskrcnn/tf.math.multiply_47/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "5042 maskrcnn/tf.math.multiply_48/Mul"; +"5030 maskrcnn/tf.__operators__.add_57/AddV2" -> "5044 maskrcnn/tf.__operators__.add_58/AddV2"; +"5031 maskrcnn/tf.reshape_10/Reshape/shape" -> "5032 maskrcnn/tf.reshape_10/Reshape"; +"5032 maskrcnn/tf.reshape_10/Reshape" -> "5046 maskrcnn/tf.concat_10/concat"; +"5033 maskrcnn/tf.reshape_12/Reshape/shape" -> "5034 maskrcnn/tf.reshape_12/Reshape"; +"5034 maskrcnn/tf.reshape_12/Reshape" -> "5046 maskrcnn/tf.concat_10/concat"; +"5035 maskrcnn/tf.reshape_14/Reshape/shape" -> "5036 maskrcnn/tf.reshape_14/Reshape"; +"5036 maskrcnn/tf.reshape_14/Reshape" -> "5046 maskrcnn/tf.concat_10/concat"; +"5037 maskrcnn/tf.reshape_16/Reshape/shape" -> "5038 maskrcnn/tf.reshape_16/Reshape"; +"5038 maskrcnn/tf.reshape_16/Reshape" -> "5046 maskrcnn/tf.concat_10/concat"; +"5039 maskrcnn/tf.reshape_18/Reshape/shape" -> "5040 maskrcnn/tf.reshape_18/Reshape"; +"5040 maskrcnn/tf.reshape_18/Reshape" -> "5046 maskrcnn/tf.concat_10/concat"; +"5041 maskrcnn/tf.math.multiply_48/Mul/y" -> "5042 maskrcnn/tf.math.multiply_48/Mul"; +"5042 maskrcnn/tf.math.multiply_48/Mul" -> "5056 maskrcnn/tf.math.multiply_48/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"5043 maskrcnn/tf.__operators__.add_58/y" -> "5044 maskrcnn/tf.__operators__.add_58/AddV2"; +"5044 maskrcnn/tf.__operators__.add_58/AddV2" -> "5060 maskrcnn/tf.reshape_27/Reshape"; +"5045 maskrcnn/tf.concat_10/concat/axis" -> "5046 maskrcnn/tf.concat_10/concat"; +"5046 maskrcnn/tf.concat_10/concat" -> "5058 maskrcnn/tf.reshape_19/Reshape"; +"5047 maskrcnn/tf.math.multiply_48/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "5048 maskrcnn/tf.math.multiply_48/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"5048 maskrcnn/tf.math.multiply_48/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "5049 maskrcnn/tf.math.multiply_48/fake_quantize/AsymmQuant/Abs"; +"5049 maskrcnn/tf.math.multiply_48/fake_quantize/AsymmQuant/Abs" -> "5051 maskrcnn/tf.math.multiply_48/fake_quantize/AsymmQuant/add"; +"5050 maskrcnn/tf.math.multiply_48/fake_quantize/AsymmQuant/add/y" -> "5051 maskrcnn/tf.math.multiply_48/fake_quantize/AsymmQuant/add"; +"5051 maskrcnn/tf.math.multiply_48/fake_quantize/AsymmQuant/add" -> "5054 maskrcnn/tf.math.multiply_48/fake_quantize/AsymmQuant/add_1"; +"5052 maskrcnn/tf.math.multiply_48/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "5053 maskrcnn/tf.math.multiply_48/fake_quantize/AsymmQuant/ReadVariableOp"; +"5052 maskrcnn/tf.math.multiply_48/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "5055 maskrcnn/tf.math.multiply_48/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"5053 maskrcnn/tf.math.multiply_48/fake_quantize/AsymmQuant/ReadVariableOp" -> "5054 maskrcnn/tf.math.multiply_48/fake_quantize/AsymmQuant/add_1"; +"5054 maskrcnn/tf.math.multiply_48/fake_quantize/AsymmQuant/add_1" -> "5056 maskrcnn/tf.math.multiply_48/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"5055 maskrcnn/tf.math.multiply_48/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "5056 maskrcnn/tf.math.multiply_48/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"5056 maskrcnn/tf.math.multiply_48/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "5062 maskrcnn/tf.expand_dims_22/ExpandDims"; +"5057 maskrcnn/tf.reshape_19/Reshape/shape" -> "5058 maskrcnn/tf.reshape_19/Reshape"; +"5058 maskrcnn/tf.reshape_19/Reshape" -> "5064 maskrcnn/tf.compat.v1.gather_2/GatherV2"; +"5059 maskrcnn/tf.reshape_27/Reshape/shape" -> "5060 maskrcnn/tf.reshape_27/Reshape"; +"5060 maskrcnn/tf.reshape_27/Reshape" -> "5064 maskrcnn/tf.compat.v1.gather_2/GatherV2"; +"5061 maskrcnn/tf.expand_dims_22/ExpandDims/dim" -> "5062 maskrcnn/tf.expand_dims_22/ExpandDims"; +"5062 maskrcnn/tf.expand_dims_22/ExpandDims" -> "5067 maskrcnn/tf.math.multiply_49/Mul"; +"5063 maskrcnn/tf.compat.v1.gather_2/GatherV2/axis" 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maskrcnn/tf.math.multiply_49/fake_quantize/AsymmQuant/add"; +"5072 maskrcnn/tf.math.multiply_49/fake_quantize/AsymmQuant/add" -> "5075 maskrcnn/tf.math.multiply_49/fake_quantize/AsymmQuant/add_1"; +"5073 maskrcnn/tf.math.multiply_49/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "5074 maskrcnn/tf.math.multiply_49/fake_quantize/AsymmQuant/ReadVariableOp"; +"5073 maskrcnn/tf.math.multiply_49/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "5076 maskrcnn/tf.math.multiply_49/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"5074 maskrcnn/tf.math.multiply_49/fake_quantize/AsymmQuant/ReadVariableOp" -> "5075 maskrcnn/tf.math.multiply_49/fake_quantize/AsymmQuant/add_1"; +"5075 maskrcnn/tf.math.multiply_49/fake_quantize/AsymmQuant/add_1" -> "5077 maskrcnn/tf.math.multiply_49/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"5076 maskrcnn/tf.math.multiply_49/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "5077 maskrcnn/tf.math.multiply_49/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"5077 maskrcnn/tf.math.multiply_49/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "5079 maskrcnn/tf.reshape_31/Reshape"; +"5078 maskrcnn/tf.reshape_31/Reshape/shape" -> "5079 maskrcnn/tf.reshape_31/Reshape"; +"5079 maskrcnn/tf.reshape_31/Reshape" -> "5080 maskrcnn/tf.nn.avg_pool/AvgPool"; +"5080 maskrcnn/tf.nn.avg_pool/AvgPool" -> "5090 maskrcnn/tf.nn.avg_pool/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"5081 maskrcnn/tf.nn.avg_pool/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "5082 maskrcnn/tf.nn.avg_pool/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"5082 maskrcnn/tf.nn.avg_pool/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "5083 maskrcnn/tf.nn.avg_pool/fake_quantize/AsymmQuant/Abs"; +"5083 maskrcnn/tf.nn.avg_pool/fake_quantize/AsymmQuant/Abs" -> "5085 maskrcnn/tf.nn.avg_pool/fake_quantize/AsymmQuant/add"; +"5084 maskrcnn/tf.nn.avg_pool/fake_quantize/AsymmQuant/add/y" -> "5085 maskrcnn/tf.nn.avg_pool/fake_quantize/AsymmQuant/add"; +"5085 maskrcnn/tf.nn.avg_pool/fake_quantize/AsymmQuant/add" -> "5088 maskrcnn/tf.nn.avg_pool/fake_quantize/AsymmQuant/add_1"; +"5086 maskrcnn/tf.nn.avg_pool/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "5087 maskrcnn/tf.nn.avg_pool/fake_quantize/AsymmQuant/ReadVariableOp"; +"5086 maskrcnn/tf.nn.avg_pool/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "5089 maskrcnn/tf.nn.avg_pool/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"5087 maskrcnn/tf.nn.avg_pool/fake_quantize/AsymmQuant/ReadVariableOp" -> "5088 maskrcnn/tf.nn.avg_pool/fake_quantize/AsymmQuant/add_1"; +"5088 maskrcnn/tf.nn.avg_pool/fake_quantize/AsymmQuant/add_1" -> "5090 maskrcnn/tf.nn.avg_pool/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"5089 maskrcnn/tf.nn.avg_pool/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "5090 maskrcnn/tf.nn.avg_pool/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"5090 maskrcnn/tf.nn.avg_pool/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "5092 maskrcnn/tf.reshape_32/Reshape"; +"5091 maskrcnn/tf.reshape_32/Reshape/shape" -> "5092 maskrcnn/tf.reshape_32/Reshape"; +"5092 maskrcnn/tf.reshape_32/Reshape" -> "5094 maskrcnn/tf.reshape_33/Reshape"; +"5093 maskrcnn/tf.reshape_33/Reshape/shape" -> "5094 maskrcnn/tf.reshape_33/Reshape"; +"5094 maskrcnn/tf.reshape_33/Reshape" -> "5096 maskrcnn/tf.reshape_34/Reshape"; +"5095 maskrcnn/tf.reshape_34/Reshape/shape" -> "5096 maskrcnn/tf.reshape_34/Reshape"; +"5096 maskrcnn/tf.reshape_34/Reshape" -> "5109 maskrcnn/fc0/Tensordot/Reshape"; +"5097 maskrcnn/fc0/SymmQuant/Abs/ReadVariableOp/resource" -> "5098 maskrcnn/fc0/SymmQuant/Abs/ReadVariableOp"; +"5098 maskrcnn/fc0/SymmQuant/Abs/ReadVariableOp" -> "5099 maskrcnn/fc0/SymmQuant/Abs"; +"5099 maskrcnn/fc0/SymmQuant/Abs" -> "5101 maskrcnn/fc0/SymmQuant/add"; +"5100 maskrcnn/fc0/SymmQuant/add/y" -> "5101 maskrcnn/fc0/SymmQuant/add"; +"5101 maskrcnn/fc0/SymmQuant/add" -> "5104 maskrcnn/fc0/SymmQuant/mul"; +"5101 maskrcnn/fc0/SymmQuant/add" -> "5107 maskrcnn/fc0/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"5102 maskrcnn/fc0/SymmQuant/mul/ReadVariableOp/resource" -> "5103 maskrcnn/fc0/SymmQuant/mul/ReadVariableOp"; +"5103 maskrcnn/fc0/SymmQuant/mul/ReadVariableOp" -> "5104 maskrcnn/fc0/SymmQuant/mul"; +"5104 maskrcnn/fc0/SymmQuant/mul" -> "5107 maskrcnn/fc0/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"5105 maskrcnn/fc0/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "5106 maskrcnn/fc0/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; +"5106 maskrcnn/fc0/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "5107 maskrcnn/fc0/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"5107 maskrcnn/fc0/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "5110 maskrcnn/fc0/Tensordot/MatMul"; +"5108 maskrcnn/fc0/Tensordot/Reshape/shape" -> "5109 maskrcnn/fc0/Tensordot/Reshape"; +"5109 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maskrcnn/tf.__operators__.add_66/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "5569 maskrcnn/tf.__operators__.add_66/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"5569 maskrcnn/tf.__operators__.add_66/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "5589 maskrcnn/tf.math.subtract_56/Sub"; +"5570 maskrcnn/tf.__operators__.add_65/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "5571 maskrcnn/tf.__operators__.add_65/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"5571 maskrcnn/tf.__operators__.add_65/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "5572 maskrcnn/tf.__operators__.add_65/fake_quantize/AsymmQuant/Abs"; +"5572 maskrcnn/tf.__operators__.add_65/fake_quantize/AsymmQuant/Abs" -> "5574 maskrcnn/tf.__operators__.add_65/fake_quantize/AsymmQuant/add"; +"5573 maskrcnn/tf.__operators__.add_65/fake_quantize/AsymmQuant/add/y" -> "5574 maskrcnn/tf.__operators__.add_65/fake_quantize/AsymmQuant/add"; +"5574 maskrcnn/tf.__operators__.add_65/fake_quantize/AsymmQuant/add" -> "5577 maskrcnn/tf.__operators__.add_65/fake_quantize/AsymmQuant/add_1"; +"5575 maskrcnn/tf.__operators__.add_65/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "5576 maskrcnn/tf.__operators__.add_65/fake_quantize/AsymmQuant/ReadVariableOp"; +"5575 maskrcnn/tf.__operators__.add_65/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "5578 maskrcnn/tf.__operators__.add_65/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"5576 maskrcnn/tf.__operators__.add_65/fake_quantize/AsymmQuant/ReadVariableOp" -> "5577 maskrcnn/tf.__operators__.add_65/fake_quantize/AsymmQuant/add_1"; +"5577 maskrcnn/tf.__operators__.add_65/fake_quantize/AsymmQuant/add_1" -> "5579 maskrcnn/tf.__operators__.add_65/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"5578 maskrcnn/tf.__operators__.add_65/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "5579 maskrcnn/tf.__operators__.add_65/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"5579 maskrcnn/tf.__operators__.add_65/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "5591 maskrcnn/tf.math.subtract_55/Sub"; +"5580 maskrcnn/tf.math.subtract_60/Sub/y" -> "5581 maskrcnn/tf.math.subtract_60/Sub"; +"5581 maskrcnn/tf.math.subtract_60/Sub" -> "5631 maskrcnn/tf.math.subtract_60/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"5582 maskrcnn/tf.math.subtract_59/Sub/y" -> "5583 maskrcnn/tf.math.subtract_59/Sub"; +"5583 maskrcnn/tf.math.subtract_59/Sub" -> "5621 maskrcnn/tf.math.subtract_59/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"5584 maskrcnn/tf.math.subtract_58/Sub/y" -> "5585 maskrcnn/tf.math.subtract_58/Sub"; +"5585 maskrcnn/tf.math.subtract_58/Sub" -> "5611 maskrcnn/tf.math.subtract_58/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"5586 maskrcnn/tf.math.subtract_57/Sub/y" -> "5587 maskrcnn/tf.math.subtract_57/Sub"; +"5587 maskrcnn/tf.math.subtract_57/Sub" -> "5601 maskrcnn/tf.math.subtract_57/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"5588 maskrcnn/tf.math.subtract_56/Sub/y" -> "5589 maskrcnn/tf.math.subtract_56/Sub"; +"5589 maskrcnn/tf.math.subtract_56/Sub" -> "5651 maskrcnn/tf.math.subtract_56/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"5590 maskrcnn/tf.math.subtract_55/Sub/y" -> "5591 maskrcnn/tf.math.subtract_55/Sub"; +"5591 maskrcnn/tf.math.subtract_55/Sub" -> "5641 maskrcnn/tf.math.subtract_55/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"5592 maskrcnn/tf.math.subtract_57/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "5593 maskrcnn/tf.math.subtract_57/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"5593 maskrcnn/tf.math.subtract_57/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "5594 maskrcnn/tf.math.subtract_57/fake_quantize/AsymmQuant/Abs"; +"5594 maskrcnn/tf.math.subtract_57/fake_quantize/AsymmQuant/Abs" -> "5596 maskrcnn/tf.math.subtract_57/fake_quantize/AsymmQuant/add"; +"5595 maskrcnn/tf.math.subtract_57/fake_quantize/AsymmQuant/add/y" -> "5596 maskrcnn/tf.math.subtract_57/fake_quantize/AsymmQuant/add"; +"5596 maskrcnn/tf.math.subtract_57/fake_quantize/AsymmQuant/add" -> "5599 maskrcnn/tf.math.subtract_57/fake_quantize/AsymmQuant/add_1"; +"5597 maskrcnn/tf.math.subtract_57/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "5598 maskrcnn/tf.math.subtract_57/fake_quantize/AsymmQuant/ReadVariableOp"; +"5597 maskrcnn/tf.math.subtract_57/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "5600 maskrcnn/tf.math.subtract_57/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"5598 maskrcnn/tf.math.subtract_57/fake_quantize/AsymmQuant/ReadVariableOp" -> "5599 maskrcnn/tf.math.subtract_57/fake_quantize/AsymmQuant/add_1"; +"5599 maskrcnn/tf.math.subtract_57/fake_quantize/AsymmQuant/add_1" -> "5601 maskrcnn/tf.math.subtract_57/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"5600 maskrcnn/tf.math.subtract_57/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "5601 maskrcnn/tf.math.subtract_57/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"5601 maskrcnn/tf.math.subtract_57/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "5654 maskrcnn/tf.stack_15/stack"; +"5602 maskrcnn/tf.math.subtract_58/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "5603 maskrcnn/tf.math.subtract_58/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"5603 maskrcnn/tf.math.subtract_58/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "5604 maskrcnn/tf.math.subtract_58/fake_quantize/AsymmQuant/Abs"; +"5604 maskrcnn/tf.math.subtract_58/fake_quantize/AsymmQuant/Abs" -> "5606 maskrcnn/tf.math.subtract_58/fake_quantize/AsymmQuant/add"; +"5605 maskrcnn/tf.math.subtract_58/fake_quantize/AsymmQuant/add/y" -> "5606 maskrcnn/tf.math.subtract_58/fake_quantize/AsymmQuant/add"; +"5606 maskrcnn/tf.math.subtract_58/fake_quantize/AsymmQuant/add" -> "5609 maskrcnn/tf.math.subtract_58/fake_quantize/AsymmQuant/add_1"; +"5607 maskrcnn/tf.math.subtract_58/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "5608 maskrcnn/tf.math.subtract_58/fake_quantize/AsymmQuant/ReadVariableOp"; +"5607 maskrcnn/tf.math.subtract_58/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "5610 maskrcnn/tf.math.subtract_58/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"5608 maskrcnn/tf.math.subtract_58/fake_quantize/AsymmQuant/ReadVariableOp" -> "5609 maskrcnn/tf.math.subtract_58/fake_quantize/AsymmQuant/add_1"; +"5609 maskrcnn/tf.math.subtract_58/fake_quantize/AsymmQuant/add_1" -> "5611 maskrcnn/tf.math.subtract_58/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"5610 maskrcnn/tf.math.subtract_58/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "5611 maskrcnn/tf.math.subtract_58/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"5611 maskrcnn/tf.math.subtract_58/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "5654 maskrcnn/tf.stack_15/stack"; +"5612 maskrcnn/tf.math.subtract_59/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "5613 maskrcnn/tf.math.subtract_59/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"5613 maskrcnn/tf.math.subtract_59/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "5614 maskrcnn/tf.math.subtract_59/fake_quantize/AsymmQuant/Abs"; +"5614 maskrcnn/tf.math.subtract_59/fake_quantize/AsymmQuant/Abs" -> "5616 maskrcnn/tf.math.subtract_59/fake_quantize/AsymmQuant/add"; +"5615 maskrcnn/tf.math.subtract_59/fake_quantize/AsymmQuant/add/y" -> "5616 maskrcnn/tf.math.subtract_59/fake_quantize/AsymmQuant/add"; +"5616 maskrcnn/tf.math.subtract_59/fake_quantize/AsymmQuant/add" -> "5619 maskrcnn/tf.math.subtract_59/fake_quantize/AsymmQuant/add_1"; +"5617 maskrcnn/tf.math.subtract_59/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "5618 maskrcnn/tf.math.subtract_59/fake_quantize/AsymmQuant/ReadVariableOp"; +"5617 maskrcnn/tf.math.subtract_59/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "5620 maskrcnn/tf.math.subtract_59/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"5618 maskrcnn/tf.math.subtract_59/fake_quantize/AsymmQuant/ReadVariableOp" -> "5619 maskrcnn/tf.math.subtract_59/fake_quantize/AsymmQuant/add_1"; +"5619 maskrcnn/tf.math.subtract_59/fake_quantize/AsymmQuant/add_1" -> "5621 maskrcnn/tf.math.subtract_59/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"5620 maskrcnn/tf.math.subtract_59/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "5621 maskrcnn/tf.math.subtract_59/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"5621 maskrcnn/tf.math.subtract_59/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "5654 maskrcnn/tf.stack_15/stack"; +"5622 maskrcnn/tf.math.subtract_60/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "5623 maskrcnn/tf.math.subtract_60/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"5623 maskrcnn/tf.math.subtract_60/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "5624 maskrcnn/tf.math.subtract_60/fake_quantize/AsymmQuant/Abs"; +"5624 maskrcnn/tf.math.subtract_60/fake_quantize/AsymmQuant/Abs" -> "5626 maskrcnn/tf.math.subtract_60/fake_quantize/AsymmQuant/add"; +"5625 maskrcnn/tf.math.subtract_60/fake_quantize/AsymmQuant/add/y" -> "5626 maskrcnn/tf.math.subtract_60/fake_quantize/AsymmQuant/add"; +"5626 maskrcnn/tf.math.subtract_60/fake_quantize/AsymmQuant/add" -> "5629 maskrcnn/tf.math.subtract_60/fake_quantize/AsymmQuant/add_1"; +"5627 maskrcnn/tf.math.subtract_60/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "5628 maskrcnn/tf.math.subtract_60/fake_quantize/AsymmQuant/ReadVariableOp"; +"5627 maskrcnn/tf.math.subtract_60/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "5630 maskrcnn/tf.math.subtract_60/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"5628 maskrcnn/tf.math.subtract_60/fake_quantize/AsymmQuant/ReadVariableOp" -> "5629 maskrcnn/tf.math.subtract_60/fake_quantize/AsymmQuant/add_1"; +"5629 maskrcnn/tf.math.subtract_60/fake_quantize/AsymmQuant/add_1" -> "5631 maskrcnn/tf.math.subtract_60/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"5630 maskrcnn/tf.math.subtract_60/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "5631 maskrcnn/tf.math.subtract_60/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"5631 maskrcnn/tf.math.subtract_60/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "5654 maskrcnn/tf.stack_15/stack"; +"5632 maskrcnn/tf.math.subtract_55/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "5633 maskrcnn/tf.math.subtract_55/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"5633 maskrcnn/tf.math.subtract_55/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "5634 maskrcnn/tf.math.subtract_55/fake_quantize/AsymmQuant/Abs"; +"5634 maskrcnn/tf.math.subtract_55/fake_quantize/AsymmQuant/Abs" -> "5636 maskrcnn/tf.math.subtract_55/fake_quantize/AsymmQuant/add"; +"5635 maskrcnn/tf.math.subtract_55/fake_quantize/AsymmQuant/add/y" -> "5636 maskrcnn/tf.math.subtract_55/fake_quantize/AsymmQuant/add"; +"5636 maskrcnn/tf.math.subtract_55/fake_quantize/AsymmQuant/add" -> "5639 maskrcnn/tf.math.subtract_55/fake_quantize/AsymmQuant/add_1"; +"5637 maskrcnn/tf.math.subtract_55/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "5638 maskrcnn/tf.math.subtract_55/fake_quantize/AsymmQuant/ReadVariableOp"; +"5637 maskrcnn/tf.math.subtract_55/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "5640 maskrcnn/tf.math.subtract_55/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"5638 maskrcnn/tf.math.subtract_55/fake_quantize/AsymmQuant/ReadVariableOp" -> "5639 maskrcnn/tf.math.subtract_55/fake_quantize/AsymmQuant/add_1"; +"5639 maskrcnn/tf.math.subtract_55/fake_quantize/AsymmQuant/add_1" -> "5641 maskrcnn/tf.math.subtract_55/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"5640 maskrcnn/tf.math.subtract_55/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "5641 maskrcnn/tf.math.subtract_55/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"5641 maskrcnn/tf.math.subtract_55/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "5653 maskrcnn/tf.concat_13/concat"; +"5642 maskrcnn/tf.math.subtract_56/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "5643 maskrcnn/tf.math.subtract_56/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"5643 maskrcnn/tf.math.subtract_56/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "5644 maskrcnn/tf.math.subtract_56/fake_quantize/AsymmQuant/Abs"; +"5644 maskrcnn/tf.math.subtract_56/fake_quantize/AsymmQuant/Abs" -> "5646 maskrcnn/tf.math.subtract_56/fake_quantize/AsymmQuant/add"; +"5645 maskrcnn/tf.math.subtract_56/fake_quantize/AsymmQuant/add/y" -> "5646 maskrcnn/tf.math.subtract_56/fake_quantize/AsymmQuant/add"; +"5646 maskrcnn/tf.math.subtract_56/fake_quantize/AsymmQuant/add" -> "5649 maskrcnn/tf.math.subtract_56/fake_quantize/AsymmQuant/add_1"; +"5647 maskrcnn/tf.math.subtract_56/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "5648 maskrcnn/tf.math.subtract_56/fake_quantize/AsymmQuant/ReadVariableOp"; +"5647 maskrcnn/tf.math.subtract_56/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "5650 maskrcnn/tf.math.subtract_56/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"5648 maskrcnn/tf.math.subtract_56/fake_quantize/AsymmQuant/ReadVariableOp" -> "5649 maskrcnn/tf.math.subtract_56/fake_quantize/AsymmQuant/add_1"; +"5649 maskrcnn/tf.math.subtract_56/fake_quantize/AsymmQuant/add_1" -> "5651 maskrcnn/tf.math.subtract_56/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"5650 maskrcnn/tf.math.subtract_56/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "5651 maskrcnn/tf.math.subtract_56/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"5651 maskrcnn/tf.math.subtract_56/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "5653 maskrcnn/tf.concat_13/concat"; +"5652 maskrcnn/tf.concat_13/concat/axis" -> "5653 maskrcnn/tf.concat_13/concat"; +"5653 maskrcnn/tf.concat_13/concat" -> "5655 maskrcnn/tf.math.minimum_22/Minimum"; +"5654 maskrcnn/tf.stack_15/stack" -> "5655 maskrcnn/tf.math.minimum_22/Minimum"; +"5655 maskrcnn/tf.math.minimum_22/Minimum" -> "5665 maskrcnn/tf.math.minimum_22/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"5656 maskrcnn/tf.math.minimum_22/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "5657 maskrcnn/tf.math.minimum_22/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"5657 maskrcnn/tf.math.minimum_22/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "5658 maskrcnn/tf.math.minimum_22/fake_quantize/AsymmQuant/Abs"; +"5658 maskrcnn/tf.math.minimum_22/fake_quantize/AsymmQuant/Abs" -> "5660 maskrcnn/tf.math.minimum_22/fake_quantize/AsymmQuant/add"; +"5659 maskrcnn/tf.math.minimum_22/fake_quantize/AsymmQuant/add/y" -> "5660 maskrcnn/tf.math.minimum_22/fake_quantize/AsymmQuant/add"; +"5660 maskrcnn/tf.math.minimum_22/fake_quantize/AsymmQuant/add" -> "5663 maskrcnn/tf.math.minimum_22/fake_quantize/AsymmQuant/add_1"; +"5661 maskrcnn/tf.math.minimum_22/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "5662 maskrcnn/tf.math.minimum_22/fake_quantize/AsymmQuant/ReadVariableOp"; +"5661 maskrcnn/tf.math.minimum_22/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "5664 maskrcnn/tf.math.minimum_22/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"5662 maskrcnn/tf.math.minimum_22/fake_quantize/AsymmQuant/ReadVariableOp" -> "5663 maskrcnn/tf.math.minimum_22/fake_quantize/AsymmQuant/add_1"; +"5663 maskrcnn/tf.math.minimum_22/fake_quantize/AsymmQuant/add_1" -> "5665 maskrcnn/tf.math.minimum_22/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"5664 maskrcnn/tf.math.minimum_22/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "5665 maskrcnn/tf.math.minimum_22/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"5665 maskrcnn/tf.math.minimum_22/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "5669 maskrcnn/tf.math.maximum_8/Maximum"; +"5666 maskrcnn/tf.math.subtract_61/Sub/y" -> "5667 maskrcnn/tf.math.subtract_61/Sub"; +"5667 maskrcnn/tf.math.subtract_61/Sub" -> "5681 maskrcnn/tf.stack_16/stack"; +"5668 maskrcnn/tf.math.maximum_8/Maximum/y" -> "5669 maskrcnn/tf.math.maximum_8/Maximum"; +"5669 maskrcnn/tf.math.maximum_8/Maximum" -> "5679 maskrcnn/tf.math.maximum_8/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"5670 maskrcnn/tf.math.maximum_8/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "5671 maskrcnn/tf.math.maximum_8/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"5671 maskrcnn/tf.math.maximum_8/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "5672 maskrcnn/tf.math.maximum_8/fake_quantize/AsymmQuant/Abs"; +"5672 maskrcnn/tf.math.maximum_8/fake_quantize/AsymmQuant/Abs" -> "5674 maskrcnn/tf.math.maximum_8/fake_quantize/AsymmQuant/add"; +"5673 maskrcnn/tf.math.maximum_8/fake_quantize/AsymmQuant/add/y" -> "5674 maskrcnn/tf.math.maximum_8/fake_quantize/AsymmQuant/add"; +"5674 maskrcnn/tf.math.maximum_8/fake_quantize/AsymmQuant/add" -> "5677 maskrcnn/tf.math.maximum_8/fake_quantize/AsymmQuant/add_1"; +"5675 maskrcnn/tf.math.maximum_8/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "5676 maskrcnn/tf.math.maximum_8/fake_quantize/AsymmQuant/ReadVariableOp"; +"5675 maskrcnn/tf.math.maximum_8/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "5678 maskrcnn/tf.math.maximum_8/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"5676 maskrcnn/tf.math.maximum_8/fake_quantize/AsymmQuant/ReadVariableOp" -> "5677 maskrcnn/tf.math.maximum_8/fake_quantize/AsymmQuant/add_1"; +"5677 maskrcnn/tf.math.maximum_8/fake_quantize/AsymmQuant/add_1" -> "5679 maskrcnn/tf.math.maximum_8/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"5678 maskrcnn/tf.math.maximum_8/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "5679 maskrcnn/tf.math.maximum_8/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"5679 maskrcnn/tf.math.maximum_8/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "5682 maskrcnn/tf.reshape_38/Reshape"; +"5681 maskrcnn/tf.stack_16/stack" -> "5682 maskrcnn/tf.reshape_38/Reshape"; +"5682 maskrcnn/tf.reshape_38/Reshape" -> "5684 maskrcnn/tf.math.reduce_max/Max"; +"5682 maskrcnn/tf.reshape_38/Reshape" -> "5695 maskrcnn/tf.math.truediv_24/truediv"; +"5683 maskrcnn/tf.math.reduce_max/Const" -> "5684 maskrcnn/tf.math.reduce_max/Max"; +"5684 maskrcnn/tf.math.reduce_max/Max" -> "5694 maskrcnn/tf.math.reduce_max/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"5685 maskrcnn/tf.math.reduce_max/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "5686 maskrcnn/tf.math.reduce_max/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"5686 maskrcnn/tf.math.reduce_max/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "5687 maskrcnn/tf.math.reduce_max/fake_quantize/AsymmQuant/Abs"; +"5687 maskrcnn/tf.math.reduce_max/fake_quantize/AsymmQuant/Abs" -> "5689 maskrcnn/tf.math.reduce_max/fake_quantize/AsymmQuant/add"; +"5688 maskrcnn/tf.math.reduce_max/fake_quantize/AsymmQuant/add/y" -> "5689 maskrcnn/tf.math.reduce_max/fake_quantize/AsymmQuant/add"; +"5689 maskrcnn/tf.math.reduce_max/fake_quantize/AsymmQuant/add" -> "5692 maskrcnn/tf.math.reduce_max/fake_quantize/AsymmQuant/add_1"; +"5690 maskrcnn/tf.math.reduce_max/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "5691 maskrcnn/tf.math.reduce_max/fake_quantize/AsymmQuant/ReadVariableOp"; +"5690 maskrcnn/tf.math.reduce_max/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "5693 maskrcnn/tf.math.reduce_max/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"5691 maskrcnn/tf.math.reduce_max/fake_quantize/AsymmQuant/ReadVariableOp" -> "5692 maskrcnn/tf.math.reduce_max/fake_quantize/AsymmQuant/add_1"; +"5692 maskrcnn/tf.math.reduce_max/fake_quantize/AsymmQuant/add_1" -> "5694 maskrcnn/tf.math.reduce_max/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"5693 maskrcnn/tf.math.reduce_max/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "5694 maskrcnn/tf.math.reduce_max/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"5694 maskrcnn/tf.math.reduce_max/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "5695 maskrcnn/tf.math.truediv_24/truediv"; +"5694 maskrcnn/tf.math.reduce_max/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "5714 maskrcnn/tf.math.multiply_59/Mul"; +"5695 maskrcnn/tf.math.truediv_24/truediv" -> "5703 maskrcnn/tf.image.combined_non_max_suppression_5/combined_non_max_suppression/CombinedNonMaxSuppression"; +"5696 maskrcnn/tf.slice/Slice/begin" -> "5698 maskrcnn/tf.slice/Slice"; +"5697 maskrcnn/tf.slice/Slice/size" -> "5698 maskrcnn/tf.slice/Slice"; +"5698 maskrcnn/tf.slice/Slice" -> "5703 maskrcnn/tf.image.combined_non_max_suppression_5/combined_non_max_suppression/CombinedNonMaxSuppression"; +"5699 maskrcnn/tf.image.combined_non_max_suppression_5/combined_non_max_suppression/iou_threshold" -> "5703 maskrcnn/tf.image.combined_non_max_suppression_5/combined_non_max_suppression/CombinedNonMaxSuppression"; +"5700 maskrcnn/tf.image.combined_non_max_suppression_5/combined_non_max_suppression/score_threshold" -> "5703 maskrcnn/tf.image.combined_non_max_suppression_5/combined_non_max_suppression/CombinedNonMaxSuppression"; +"5701 maskrcnn/tf.image.combined_non_max_suppression_5/combined_non_max_suppression/Const" -> "5703 maskrcnn/tf.image.combined_non_max_suppression_5/combined_non_max_suppression/CombinedNonMaxSuppression"; +"5702 maskrcnn/tf.image.combined_non_max_suppression_5/combined_non_max_suppression/CombinedNonMaxSuppression/max_output_size_per_class" -> "5703 maskrcnn/tf.image.combined_non_max_suppression_5/combined_non_max_suppression/CombinedNonMaxSuppression"; +"5703 maskrcnn/tf.image.combined_non_max_suppression_5/combined_non_max_suppression/CombinedNonMaxSuppression" -> "5713 maskrcnn/tf.math.multiply_59/fake_quantize_I0/AsymmQuant/FakeQuantWithMinMaxVars"; +"5703 maskrcnn/tf.image.combined_non_max_suppression_5/combined_non_max_suppression/CombinedNonMaxSuppression" -> "7373 maskrcnn/tf.cast_32/Cast"; +"5703 maskrcnn/tf.image.combined_non_max_suppression_5/combined_non_max_suppression/CombinedNonMaxSuppression" -> "20398 Identity_5"; +"5703 maskrcnn/tf.image.combined_non_max_suppression_5/combined_non_max_suppression/CombinedNonMaxSuppression" -> "20399 Identity_6"; +"5704 maskrcnn/tf.math.multiply_59/fake_quantize_I0/AsymmQuant/Abs/ReadVariableOp/resource" -> "5705 maskrcnn/tf.math.multiply_59/fake_quantize_I0/AsymmQuant/Abs/ReadVariableOp"; +"5705 maskrcnn/tf.math.multiply_59/fake_quantize_I0/AsymmQuant/Abs/ReadVariableOp" -> "5706 maskrcnn/tf.math.multiply_59/fake_quantize_I0/AsymmQuant/Abs"; +"5706 maskrcnn/tf.math.multiply_59/fake_quantize_I0/AsymmQuant/Abs" -> "5708 maskrcnn/tf.math.multiply_59/fake_quantize_I0/AsymmQuant/add"; +"5707 maskrcnn/tf.math.multiply_59/fake_quantize_I0/AsymmQuant/add/y" -> "5708 maskrcnn/tf.math.multiply_59/fake_quantize_I0/AsymmQuant/add"; +"5708 maskrcnn/tf.math.multiply_59/fake_quantize_I0/AsymmQuant/add" -> "5711 maskrcnn/tf.math.multiply_59/fake_quantize_I0/AsymmQuant/add_1"; +"5709 maskrcnn/tf.math.multiply_59/fake_quantize_I0/AsymmQuant/ReadVariableOp/resource" -> "5710 maskrcnn/tf.math.multiply_59/fake_quantize_I0/AsymmQuant/ReadVariableOp"; +"5709 maskrcnn/tf.math.multiply_59/fake_quantize_I0/AsymmQuant/ReadVariableOp/resource" -> "5712 maskrcnn/tf.math.multiply_59/fake_quantize_I0/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"5710 maskrcnn/tf.math.multiply_59/fake_quantize_I0/AsymmQuant/ReadVariableOp" -> "5711 maskrcnn/tf.math.multiply_59/fake_quantize_I0/AsymmQuant/add_1"; +"5711 maskrcnn/tf.math.multiply_59/fake_quantize_I0/AsymmQuant/add_1" -> "5713 maskrcnn/tf.math.multiply_59/fake_quantize_I0/AsymmQuant/FakeQuantWithMinMaxVars"; +"5712 maskrcnn/tf.math.multiply_59/fake_quantize_I0/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "5713 maskrcnn/tf.math.multiply_59/fake_quantize_I0/AsymmQuant/FakeQuantWithMinMaxVars"; +"5713 maskrcnn/tf.math.multiply_59/fake_quantize_I0/AsymmQuant/FakeQuantWithMinMaxVars" -> "5714 maskrcnn/tf.math.multiply_59/Mul"; +"5714 maskrcnn/tf.math.multiply_59/Mul" -> "5724 maskrcnn/tf.math.multiply_59/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"5715 maskrcnn/tf.math.multiply_59/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "5716 maskrcnn/tf.math.multiply_59/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"5716 maskrcnn/tf.math.multiply_59/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "5717 maskrcnn/tf.math.multiply_59/fake_quantize/AsymmQuant/Abs"; +"5717 maskrcnn/tf.math.multiply_59/fake_quantize/AsymmQuant/Abs" -> "5719 maskrcnn/tf.math.multiply_59/fake_quantize/AsymmQuant/add"; +"5718 maskrcnn/tf.math.multiply_59/fake_quantize/AsymmQuant/add/y" -> "5719 maskrcnn/tf.math.multiply_59/fake_quantize/AsymmQuant/add"; +"5719 maskrcnn/tf.math.multiply_59/fake_quantize/AsymmQuant/add" -> "5722 maskrcnn/tf.math.multiply_59/fake_quantize/AsymmQuant/add_1"; +"5720 maskrcnn/tf.math.multiply_59/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "5721 maskrcnn/tf.math.multiply_59/fake_quantize/AsymmQuant/ReadVariableOp"; +"5720 maskrcnn/tf.math.multiply_59/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "5723 maskrcnn/tf.math.multiply_59/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"5721 maskrcnn/tf.math.multiply_59/fake_quantize/AsymmQuant/ReadVariableOp" -> "5722 maskrcnn/tf.math.multiply_59/fake_quantize/AsymmQuant/add_1"; +"5722 maskrcnn/tf.math.multiply_59/fake_quantize/AsymmQuant/add_1" -> "5724 maskrcnn/tf.math.multiply_59/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"5723 maskrcnn/tf.math.multiply_59/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "5724 maskrcnn/tf.math.multiply_59/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"5724 maskrcnn/tf.math.multiply_59/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "5728 maskrcnn/tf.__operators__.getitem_72/strided_slice"; +"5724 maskrcnn/tf.math.multiply_59/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "5732 maskrcnn/tf.__operators__.getitem_73/strided_slice"; +"5724 maskrcnn/tf.math.multiply_59/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "5736 maskrcnn/tf.__operators__.getitem_74/strided_slice"; +"5724 maskrcnn/tf.math.multiply_59/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "5740 maskrcnn/tf.__operators__.getitem_75/strided_slice"; +"5724 maskrcnn/tf.math.multiply_59/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "5844 maskrcnn/tf.math.truediv_26/truediv"; +"5724 maskrcnn/tf.math.multiply_59/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "20395 Identity_2"; +"5725 maskrcnn/tf.__operators__.getitem_72/strided_slice/stack" -> "5728 maskrcnn/tf.__operators__.getitem_72/strided_slice"; +"5726 maskrcnn/tf.__operators__.getitem_72/strided_slice/stack_1" -> "5728 maskrcnn/tf.__operators__.getitem_72/strided_slice"; +"5727 maskrcnn/tf.__operators__.getitem_72/strided_slice/stack_2" -> "5728 maskrcnn/tf.__operators__.getitem_72/strided_slice"; +"5728 maskrcnn/tf.__operators__.getitem_72/strided_slice" -> "5741 maskrcnn/tf.math.subtract_62/Sub"; +"5729 maskrcnn/tf.__operators__.getitem_73/strided_slice/stack" -> "5732 maskrcnn/tf.__operators__.getitem_73/strided_slice"; +"5730 maskrcnn/tf.__operators__.getitem_73/strided_slice/stack_1" -> "5732 maskrcnn/tf.__operators__.getitem_73/strided_slice"; +"5731 maskrcnn/tf.__operators__.getitem_73/strided_slice/stack_2" -> "5732 maskrcnn/tf.__operators__.getitem_73/strided_slice"; +"5732 maskrcnn/tf.__operators__.getitem_73/strided_slice" -> "5741 maskrcnn/tf.math.subtract_62/Sub"; +"5733 maskrcnn/tf.__operators__.getitem_74/strided_slice/stack" -> "5736 maskrcnn/tf.__operators__.getitem_74/strided_slice"; +"5734 maskrcnn/tf.__operators__.getitem_74/strided_slice/stack_1" -> "5736 maskrcnn/tf.__operators__.getitem_74/strided_slice"; +"5735 maskrcnn/tf.__operators__.getitem_74/strided_slice/stack_2" -> "5736 maskrcnn/tf.__operators__.getitem_74/strided_slice"; +"5736 maskrcnn/tf.__operators__.getitem_74/strided_slice" -> "5742 maskrcnn/tf.math.subtract_63/Sub"; +"5737 maskrcnn/tf.__operators__.getitem_75/strided_slice/stack" -> "5740 maskrcnn/tf.__operators__.getitem_75/strided_slice"; +"5738 maskrcnn/tf.__operators__.getitem_75/strided_slice/stack_1" -> "5740 maskrcnn/tf.__operators__.getitem_75/strided_slice"; +"5739 maskrcnn/tf.__operators__.getitem_75/strided_slice/stack_2" -> "5740 maskrcnn/tf.__operators__.getitem_75/strided_slice"; +"5740 maskrcnn/tf.__operators__.getitem_75/strided_slice" -> "5742 maskrcnn/tf.math.subtract_63/Sub"; +"5741 maskrcnn/tf.math.subtract_62/Sub" -> "5752 maskrcnn/tf.math.subtract_62/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"5742 maskrcnn/tf.math.subtract_63/Sub" -> "5762 maskrcnn/tf.math.subtract_63/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"5743 maskrcnn/tf.math.subtract_62/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "5744 maskrcnn/tf.math.subtract_62/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"5744 maskrcnn/tf.math.subtract_62/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "5745 maskrcnn/tf.math.subtract_62/fake_quantize/AsymmQuant/Abs"; +"5745 maskrcnn/tf.math.subtract_62/fake_quantize/AsymmQuant/Abs" -> "5747 maskrcnn/tf.math.subtract_62/fake_quantize/AsymmQuant/add"; +"5746 maskrcnn/tf.math.subtract_62/fake_quantize/AsymmQuant/add/y" -> "5747 maskrcnn/tf.math.subtract_62/fake_quantize/AsymmQuant/add"; +"5747 maskrcnn/tf.math.subtract_62/fake_quantize/AsymmQuant/add" -> "5750 maskrcnn/tf.math.subtract_62/fake_quantize/AsymmQuant/add_1"; +"5748 maskrcnn/tf.math.subtract_62/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "5749 maskrcnn/tf.math.subtract_62/fake_quantize/AsymmQuant/ReadVariableOp"; +"5748 maskrcnn/tf.math.subtract_62/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "5751 maskrcnn/tf.math.subtract_62/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"5749 maskrcnn/tf.math.subtract_62/fake_quantize/AsymmQuant/ReadVariableOp" -> "5750 maskrcnn/tf.math.subtract_62/fake_quantize/AsymmQuant/add_1"; +"5750 maskrcnn/tf.math.subtract_62/fake_quantize/AsymmQuant/add_1" -> "5752 maskrcnn/tf.math.subtract_62/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"5751 maskrcnn/tf.math.subtract_62/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "5752 maskrcnn/tf.math.subtract_62/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"5752 maskrcnn/tf.math.subtract_62/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "5763 maskrcnn/tf.math.multiply_60/Mul"; +"5752 maskrcnn/tf.math.subtract_62/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "5842 maskrcnn/tf.math.truediv_27/truediv"; +"5753 maskrcnn/tf.math.subtract_63/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "5754 maskrcnn/tf.math.subtract_63/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"5754 maskrcnn/tf.math.subtract_63/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "5755 maskrcnn/tf.math.subtract_63/fake_quantize/AsymmQuant/Abs"; +"5755 maskrcnn/tf.math.subtract_63/fake_quantize/AsymmQuant/Abs" -> "5757 maskrcnn/tf.math.subtract_63/fake_quantize/AsymmQuant/add"; +"5756 maskrcnn/tf.math.subtract_63/fake_quantize/AsymmQuant/add/y" -> "5757 maskrcnn/tf.math.subtract_63/fake_quantize/AsymmQuant/add"; +"5757 maskrcnn/tf.math.subtract_63/fake_quantize/AsymmQuant/add" -> "5760 maskrcnn/tf.math.subtract_63/fake_quantize/AsymmQuant/add_1"; +"5758 maskrcnn/tf.math.subtract_63/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "5759 maskrcnn/tf.math.subtract_63/fake_quantize/AsymmQuant/ReadVariableOp"; +"5758 maskrcnn/tf.math.subtract_63/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "5761 maskrcnn/tf.math.subtract_63/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"5759 maskrcnn/tf.math.subtract_63/fake_quantize/AsymmQuant/ReadVariableOp" -> "5760 maskrcnn/tf.math.subtract_63/fake_quantize/AsymmQuant/add_1"; +"5760 maskrcnn/tf.math.subtract_63/fake_quantize/AsymmQuant/add_1" -> "5762 maskrcnn/tf.math.subtract_63/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"5761 maskrcnn/tf.math.subtract_63/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "5762 maskrcnn/tf.math.subtract_63/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"5762 maskrcnn/tf.math.subtract_63/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "5763 maskrcnn/tf.math.multiply_60/Mul"; +"5762 maskrcnn/tf.math.subtract_63/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "5843 maskrcnn/tf.math.truediv_28/truediv"; +"5763 maskrcnn/tf.math.multiply_60/Mul" -> "5773 maskrcnn/tf.math.multiply_60/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"5764 maskrcnn/tf.math.multiply_60/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "5765 maskrcnn/tf.math.multiply_60/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"5765 maskrcnn/tf.math.multiply_60/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "5766 maskrcnn/tf.math.multiply_60/fake_quantize/AsymmQuant/Abs"; +"5766 maskrcnn/tf.math.multiply_60/fake_quantize/AsymmQuant/Abs" -> "5768 maskrcnn/tf.math.multiply_60/fake_quantize/AsymmQuant/add"; +"5767 maskrcnn/tf.math.multiply_60/fake_quantize/AsymmQuant/add/y" -> "5768 maskrcnn/tf.math.multiply_60/fake_quantize/AsymmQuant/add"; +"5768 maskrcnn/tf.math.multiply_60/fake_quantize/AsymmQuant/add" -> "5771 maskrcnn/tf.math.multiply_60/fake_quantize/AsymmQuant/add_1"; +"5769 maskrcnn/tf.math.multiply_60/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "5770 maskrcnn/tf.math.multiply_60/fake_quantize/AsymmQuant/ReadVariableOp"; +"5769 maskrcnn/tf.math.multiply_60/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "5772 maskrcnn/tf.math.multiply_60/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"5770 maskrcnn/tf.math.multiply_60/fake_quantize/AsymmQuant/ReadVariableOp" -> "5771 maskrcnn/tf.math.multiply_60/fake_quantize/AsymmQuant/add_1"; +"5771 maskrcnn/tf.math.multiply_60/fake_quantize/AsymmQuant/add_1" -> "5773 maskrcnn/tf.math.multiply_60/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"5772 maskrcnn/tf.math.multiply_60/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "5773 maskrcnn/tf.math.multiply_60/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"5773 maskrcnn/tf.math.multiply_60/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "5774 maskrcnn/tf.math.sqrt_1/Sqrt"; +"5774 maskrcnn/tf.math.sqrt_1/Sqrt" -> "5784 maskrcnn/tf.math.sqrt_1/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"5775 maskrcnn/tf.math.sqrt_1/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "5776 maskrcnn/tf.math.sqrt_1/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"5776 maskrcnn/tf.math.sqrt_1/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "5777 maskrcnn/tf.math.sqrt_1/fake_quantize/AsymmQuant/Abs"; +"5777 maskrcnn/tf.math.sqrt_1/fake_quantize/AsymmQuant/Abs" -> "5779 maskrcnn/tf.math.sqrt_1/fake_quantize/AsymmQuant/add"; +"5778 maskrcnn/tf.math.sqrt_1/fake_quantize/AsymmQuant/add/y" -> "5779 maskrcnn/tf.math.sqrt_1/fake_quantize/AsymmQuant/add"; +"5779 maskrcnn/tf.math.sqrt_1/fake_quantize/AsymmQuant/add" -> "5782 maskrcnn/tf.math.sqrt_1/fake_quantize/AsymmQuant/add_1"; +"5780 maskrcnn/tf.math.sqrt_1/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "5781 maskrcnn/tf.math.sqrt_1/fake_quantize/AsymmQuant/ReadVariableOp"; +"5780 maskrcnn/tf.math.sqrt_1/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "5783 maskrcnn/tf.math.sqrt_1/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"5781 maskrcnn/tf.math.sqrt_1/fake_quantize/AsymmQuant/ReadVariableOp" -> "5782 maskrcnn/tf.math.sqrt_1/fake_quantize/AsymmQuant/add_1"; +"5782 maskrcnn/tf.math.sqrt_1/fake_quantize/AsymmQuant/add_1" -> "5784 maskrcnn/tf.math.sqrt_1/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"5783 maskrcnn/tf.math.sqrt_1/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "5784 maskrcnn/tf.math.sqrt_1/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"5784 maskrcnn/tf.math.sqrt_1/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "5786 maskrcnn/tf.math.truediv_25/truediv"; +"5785 maskrcnn/tf.math.truediv_25/truediv/y" -> "5786 maskrcnn/tf.math.truediv_25/truediv"; +"5786 maskrcnn/tf.math.truediv_25/truediv" -> "5787 maskrcnn/tf.math.log_1/Log"; +"5787 maskrcnn/tf.math.log_1/Log" -> "5797 maskrcnn/tf.math.log_1/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"5788 maskrcnn/tf.math.log_1/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "5789 maskrcnn/tf.math.log_1/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"5789 maskrcnn/tf.math.log_1/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "5790 maskrcnn/tf.math.log_1/fake_quantize/AsymmQuant/Abs"; +"5790 maskrcnn/tf.math.log_1/fake_quantize/AsymmQuant/Abs" -> "5792 maskrcnn/tf.math.log_1/fake_quantize/AsymmQuant/add"; +"5791 maskrcnn/tf.math.log_1/fake_quantize/AsymmQuant/add/y" -> "5792 maskrcnn/tf.math.log_1/fake_quantize/AsymmQuant/add"; +"5792 maskrcnn/tf.math.log_1/fake_quantize/AsymmQuant/add" -> "5795 maskrcnn/tf.math.log_1/fake_quantize/AsymmQuant/add_1"; +"5793 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maskrcnn/tf.math.multiply_76/fake_quantize/AsymmQuant/Abs"; +"6122 maskrcnn/tf.math.multiply_76/fake_quantize/AsymmQuant/Abs" -> "6124 maskrcnn/tf.math.multiply_76/fake_quantize/AsymmQuant/add"; +"6123 maskrcnn/tf.math.multiply_76/fake_quantize/AsymmQuant/add/y" -> "6124 maskrcnn/tf.math.multiply_76/fake_quantize/AsymmQuant/add"; +"6124 maskrcnn/tf.math.multiply_76/fake_quantize/AsymmQuant/add" -> "6127 maskrcnn/tf.math.multiply_76/fake_quantize/AsymmQuant/add_1"; +"6125 maskrcnn/tf.math.multiply_76/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "6126 maskrcnn/tf.math.multiply_76/fake_quantize/AsymmQuant/ReadVariableOp"; +"6125 maskrcnn/tf.math.multiply_76/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "6128 maskrcnn/tf.math.multiply_76/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"6126 maskrcnn/tf.math.multiply_76/fake_quantize/AsymmQuant/ReadVariableOp" -> "6127 maskrcnn/tf.math.multiply_76/fake_quantize/AsymmQuant/add_1"; +"6127 maskrcnn/tf.math.multiply_76/fake_quantize/AsymmQuant/add_1" -> "6129 maskrcnn/tf.math.multiply_76/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6128 maskrcnn/tf.math.multiply_76/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "6129 maskrcnn/tf.math.multiply_76/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6129 maskrcnn/tf.math.multiply_76/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "6261 maskrcnn/tf.math.truediv_46/truediv"; +"6130 maskrcnn/tf.math.multiply_74/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "6131 maskrcnn/tf.math.multiply_74/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"6131 maskrcnn/tf.math.multiply_74/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "6132 maskrcnn/tf.math.multiply_74/fake_quantize/AsymmQuant/Abs"; +"6132 maskrcnn/tf.math.multiply_74/fake_quantize/AsymmQuant/Abs" -> "6134 maskrcnn/tf.math.multiply_74/fake_quantize/AsymmQuant/add"; +"6133 maskrcnn/tf.math.multiply_74/fake_quantize/AsymmQuant/add/y" -> "6134 maskrcnn/tf.math.multiply_74/fake_quantize/AsymmQuant/add"; +"6134 maskrcnn/tf.math.multiply_74/fake_quantize/AsymmQuant/add" -> "6137 maskrcnn/tf.math.multiply_74/fake_quantize/AsymmQuant/add_1"; +"6135 maskrcnn/tf.math.multiply_74/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "6136 maskrcnn/tf.math.multiply_74/fake_quantize/AsymmQuant/ReadVariableOp"; +"6135 maskrcnn/tf.math.multiply_74/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "6138 maskrcnn/tf.math.multiply_74/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"6136 maskrcnn/tf.math.multiply_74/fake_quantize/AsymmQuant/ReadVariableOp" -> "6137 maskrcnn/tf.math.multiply_74/fake_quantize/AsymmQuant/add_1"; +"6137 maskrcnn/tf.math.multiply_74/fake_quantize/AsymmQuant/add_1" -> "6139 maskrcnn/tf.math.multiply_74/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6138 maskrcnn/tf.math.multiply_74/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "6139 maskrcnn/tf.math.multiply_74/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6139 maskrcnn/tf.math.multiply_74/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "6263 maskrcnn/tf.math.truediv_44/truediv"; +"6140 maskrcnn/tf.math.multiply_72/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "6141 maskrcnn/tf.math.multiply_72/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"6141 maskrcnn/tf.math.multiply_72/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "6142 maskrcnn/tf.math.multiply_72/fake_quantize/AsymmQuant/Abs"; +"6142 maskrcnn/tf.math.multiply_72/fake_quantize/AsymmQuant/Abs" -> "6144 maskrcnn/tf.math.multiply_72/fake_quantize/AsymmQuant/add"; +"6143 maskrcnn/tf.math.multiply_72/fake_quantize/AsymmQuant/add/y" -> "6144 maskrcnn/tf.math.multiply_72/fake_quantize/AsymmQuant/add"; +"6144 maskrcnn/tf.math.multiply_72/fake_quantize/AsymmQuant/add" -> "6147 maskrcnn/tf.math.multiply_72/fake_quantize/AsymmQuant/add_1"; +"6145 maskrcnn/tf.math.multiply_72/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "6146 maskrcnn/tf.math.multiply_72/fake_quantize/AsymmQuant/ReadVariableOp"; +"6145 maskrcnn/tf.math.multiply_72/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "6148 maskrcnn/tf.math.multiply_72/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"6146 maskrcnn/tf.math.multiply_72/fake_quantize/AsymmQuant/ReadVariableOp" -> "6147 maskrcnn/tf.math.multiply_72/fake_quantize/AsymmQuant/add_1"; +"6147 maskrcnn/tf.math.multiply_72/fake_quantize/AsymmQuant/add_1" -> "6149 maskrcnn/tf.math.multiply_72/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6148 maskrcnn/tf.math.multiply_72/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "6149 maskrcnn/tf.math.multiply_72/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6149 maskrcnn/tf.math.multiply_72/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "6265 maskrcnn/tf.math.truediv_42/truediv"; +"6150 maskrcnn/tf.math.multiply_70/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "6151 maskrcnn/tf.math.multiply_70/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"6151 maskrcnn/tf.math.multiply_70/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "6152 maskrcnn/tf.math.multiply_70/fake_quantize/AsymmQuant/Abs"; +"6152 maskrcnn/tf.math.multiply_70/fake_quantize/AsymmQuant/Abs" -> "6154 maskrcnn/tf.math.multiply_70/fake_quantize/AsymmQuant/add"; +"6153 maskrcnn/tf.math.multiply_70/fake_quantize/AsymmQuant/add/y" -> "6154 maskrcnn/tf.math.multiply_70/fake_quantize/AsymmQuant/add"; +"6154 maskrcnn/tf.math.multiply_70/fake_quantize/AsymmQuant/add" -> "6157 maskrcnn/tf.math.multiply_70/fake_quantize/AsymmQuant/add_1"; +"6155 maskrcnn/tf.math.multiply_70/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "6156 maskrcnn/tf.math.multiply_70/fake_quantize/AsymmQuant/ReadVariableOp"; +"6155 maskrcnn/tf.math.multiply_70/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "6158 maskrcnn/tf.math.multiply_70/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"6156 maskrcnn/tf.math.multiply_70/fake_quantize/AsymmQuant/ReadVariableOp" -> "6157 maskrcnn/tf.math.multiply_70/fake_quantize/AsymmQuant/add_1"; +"6157 maskrcnn/tf.math.multiply_70/fake_quantize/AsymmQuant/add_1" -> "6159 maskrcnn/tf.math.multiply_70/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6158 maskrcnn/tf.math.multiply_70/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "6159 maskrcnn/tf.math.multiply_70/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6159 maskrcnn/tf.math.multiply_70/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "6267 maskrcnn/tf.math.truediv_40/truediv"; +"6160 maskrcnn/tf.math.multiply_68/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "6161 maskrcnn/tf.math.multiply_68/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"6161 maskrcnn/tf.math.multiply_68/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "6162 maskrcnn/tf.math.multiply_68/fake_quantize/AsymmQuant/Abs"; +"6162 maskrcnn/tf.math.multiply_68/fake_quantize/AsymmQuant/Abs" -> "6164 maskrcnn/tf.math.multiply_68/fake_quantize/AsymmQuant/add"; +"6163 maskrcnn/tf.math.multiply_68/fake_quantize/AsymmQuant/add/y" -> "6164 maskrcnn/tf.math.multiply_68/fake_quantize/AsymmQuant/add"; +"6164 maskrcnn/tf.math.multiply_68/fake_quantize/AsymmQuant/add" -> "6167 maskrcnn/tf.math.multiply_68/fake_quantize/AsymmQuant/add_1"; +"6165 maskrcnn/tf.math.multiply_68/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "6166 maskrcnn/tf.math.multiply_68/fake_quantize/AsymmQuant/ReadVariableOp"; +"6165 maskrcnn/tf.math.multiply_68/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "6168 maskrcnn/tf.math.multiply_68/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"6166 maskrcnn/tf.math.multiply_68/fake_quantize/AsymmQuant/ReadVariableOp" -> "6167 maskrcnn/tf.math.multiply_68/fake_quantize/AsymmQuant/add_1"; +"6167 maskrcnn/tf.math.multiply_68/fake_quantize/AsymmQuant/add_1" -> "6169 maskrcnn/tf.math.multiply_68/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6168 maskrcnn/tf.math.multiply_68/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "6169 maskrcnn/tf.math.multiply_68/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6169 maskrcnn/tf.math.multiply_68/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "6269 maskrcnn/tf.math.truediv_38/truediv"; +"6170 maskrcnn/tf.math.multiply_66/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "6171 maskrcnn/tf.math.multiply_66/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"6171 maskrcnn/tf.math.multiply_66/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "6172 maskrcnn/tf.math.multiply_66/fake_quantize/AsymmQuant/Abs"; +"6172 maskrcnn/tf.math.multiply_66/fake_quantize/AsymmQuant/Abs" -> "6174 maskrcnn/tf.math.multiply_66/fake_quantize/AsymmQuant/add"; +"6173 maskrcnn/tf.math.multiply_66/fake_quantize/AsymmQuant/add/y" -> "6174 maskrcnn/tf.math.multiply_66/fake_quantize/AsymmQuant/add"; +"6174 maskrcnn/tf.math.multiply_66/fake_quantize/AsymmQuant/add" -> "6177 maskrcnn/tf.math.multiply_66/fake_quantize/AsymmQuant/add_1"; +"6175 maskrcnn/tf.math.multiply_66/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "6176 maskrcnn/tf.math.multiply_66/fake_quantize/AsymmQuant/ReadVariableOp"; +"6175 maskrcnn/tf.math.multiply_66/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "6178 maskrcnn/tf.math.multiply_66/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"6176 maskrcnn/tf.math.multiply_66/fake_quantize/AsymmQuant/ReadVariableOp" -> "6177 maskrcnn/tf.math.multiply_66/fake_quantize/AsymmQuant/add_1"; +"6177 maskrcnn/tf.math.multiply_66/fake_quantize/AsymmQuant/add_1" -> "6179 maskrcnn/tf.math.multiply_66/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6178 maskrcnn/tf.math.multiply_66/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "6179 maskrcnn/tf.math.multiply_66/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6179 maskrcnn/tf.math.multiply_66/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "6271 maskrcnn/tf.math.truediv_36/truediv"; +"6180 maskrcnn/tf.math.multiply_64/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "6181 maskrcnn/tf.math.multiply_64/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"6181 maskrcnn/tf.math.multiply_64/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "6182 maskrcnn/tf.math.multiply_64/fake_quantize/AsymmQuant/Abs"; +"6182 maskrcnn/tf.math.multiply_64/fake_quantize/AsymmQuant/Abs" -> "6184 maskrcnn/tf.math.multiply_64/fake_quantize/AsymmQuant/add"; +"6183 maskrcnn/tf.math.multiply_64/fake_quantize/AsymmQuant/add/y" -> "6184 maskrcnn/tf.math.multiply_64/fake_quantize/AsymmQuant/add"; +"6184 maskrcnn/tf.math.multiply_64/fake_quantize/AsymmQuant/add" -> "6187 maskrcnn/tf.math.multiply_64/fake_quantize/AsymmQuant/add_1"; +"6185 maskrcnn/tf.math.multiply_64/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "6186 maskrcnn/tf.math.multiply_64/fake_quantize/AsymmQuant/ReadVariableOp"; +"6185 maskrcnn/tf.math.multiply_64/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "6188 maskrcnn/tf.math.multiply_64/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"6186 maskrcnn/tf.math.multiply_64/fake_quantize/AsymmQuant/ReadVariableOp" -> "6187 maskrcnn/tf.math.multiply_64/fake_quantize/AsymmQuant/add_1"; +"6187 maskrcnn/tf.math.multiply_64/fake_quantize/AsymmQuant/add_1" -> "6189 maskrcnn/tf.math.multiply_64/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6188 maskrcnn/tf.math.multiply_64/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "6189 maskrcnn/tf.math.multiply_64/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6189 maskrcnn/tf.math.multiply_64/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "6273 maskrcnn/tf.math.truediv_34/truediv"; +"6190 maskrcnn/tf.math.multiply_62/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "6191 maskrcnn/tf.math.multiply_62/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"6191 maskrcnn/tf.math.multiply_62/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "6192 maskrcnn/tf.math.multiply_62/fake_quantize/AsymmQuant/Abs"; +"6192 maskrcnn/tf.math.multiply_62/fake_quantize/AsymmQuant/Abs" -> "6194 maskrcnn/tf.math.multiply_62/fake_quantize/AsymmQuant/add"; +"6193 maskrcnn/tf.math.multiply_62/fake_quantize/AsymmQuant/add/y" -> "6194 maskrcnn/tf.math.multiply_62/fake_quantize/AsymmQuant/add"; +"6194 maskrcnn/tf.math.multiply_62/fake_quantize/AsymmQuant/add" -> "6197 maskrcnn/tf.math.multiply_62/fake_quantize/AsymmQuant/add_1"; +"6195 maskrcnn/tf.math.multiply_62/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "6196 maskrcnn/tf.math.multiply_62/fake_quantize/AsymmQuant/ReadVariableOp"; +"6195 maskrcnn/tf.math.multiply_62/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "6198 maskrcnn/tf.math.multiply_62/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"6196 maskrcnn/tf.math.multiply_62/fake_quantize/AsymmQuant/ReadVariableOp" -> "6197 maskrcnn/tf.math.multiply_62/fake_quantize/AsymmQuant/add_1"; +"6197 maskrcnn/tf.math.multiply_62/fake_quantize/AsymmQuant/add_1" -> "6199 maskrcnn/tf.math.multiply_62/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6198 maskrcnn/tf.math.multiply_62/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "6199 maskrcnn/tf.math.multiply_62/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6199 maskrcnn/tf.math.multiply_62/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "6275 maskrcnn/tf.math.truediv_32/truediv"; +"6201 maskrcnn/tf.math.multiply_87/Mul" -> "6285 maskrcnn/tf.math.multiply_87/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6203 maskrcnn/tf.math.multiply_85/Mul" -> "6295 maskrcnn/tf.math.multiply_85/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6205 maskrcnn/tf.math.multiply_83/Mul" -> "6305 maskrcnn/tf.math.multiply_83/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6207 maskrcnn/tf.math.multiply_81/Mul" -> "6315 maskrcnn/tf.math.multiply_81/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6209 maskrcnn/tf.math.multiply_79/Mul" -> "6325 maskrcnn/tf.math.multiply_79/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6211 maskrcnn/tf.math.multiply_77/Mul" -> "6335 maskrcnn/tf.math.multiply_77/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6213 maskrcnn/tf.math.multiply_75/Mul" -> "6345 maskrcnn/tf.math.multiply_75/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6215 maskrcnn/tf.math.multiply_73/Mul" -> "6355 maskrcnn/tf.math.multiply_73/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6217 maskrcnn/tf.math.multiply_71/Mul" -> "6365 maskrcnn/tf.math.multiply_71/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6219 maskrcnn/tf.math.multiply_69/Mul" -> "6375 maskrcnn/tf.math.multiply_69/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6221 maskrcnn/tf.math.multiply_67/Mul" -> "6385 maskrcnn/tf.math.multiply_67/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6223 maskrcnn/tf.math.multiply_65/Mul" -> "6395 maskrcnn/tf.math.multiply_65/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6225 maskrcnn/tf.math.multiply_63/Mul" -> "6405 maskrcnn/tf.math.multiply_63/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6227 maskrcnn/tf.math.multiply_61/Mul" -> "6415 maskrcnn/tf.math.multiply_61/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6228 maskrcnn/tf.math.truediv_30/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "6229 maskrcnn/tf.math.truediv_30/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"6229 maskrcnn/tf.math.truediv_30/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "6230 maskrcnn/tf.math.truediv_30/fake_quantize/AsymmQuant/Abs"; +"6230 maskrcnn/tf.math.truediv_30/fake_quantize/AsymmQuant/Abs" -> "6232 maskrcnn/tf.math.truediv_30/fake_quantize/AsymmQuant/add"; +"6231 maskrcnn/tf.math.truediv_30/fake_quantize/AsymmQuant/add/y" -> "6232 maskrcnn/tf.math.truediv_30/fake_quantize/AsymmQuant/add"; +"6232 maskrcnn/tf.math.truediv_30/fake_quantize/AsymmQuant/add" -> "6235 maskrcnn/tf.math.truediv_30/fake_quantize/AsymmQuant/add_1"; +"6233 maskrcnn/tf.math.truediv_30/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "6234 maskrcnn/tf.math.truediv_30/fake_quantize/AsymmQuant/ReadVariableOp"; +"6233 maskrcnn/tf.math.truediv_30/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "6236 maskrcnn/tf.math.truediv_30/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"6234 maskrcnn/tf.math.truediv_30/fake_quantize/AsymmQuant/ReadVariableOp" -> "6235 maskrcnn/tf.math.truediv_30/fake_quantize/AsymmQuant/add_1"; +"6235 maskrcnn/tf.math.truediv_30/fake_quantize/AsymmQuant/add_1" -> "6237 maskrcnn/tf.math.truediv_30/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6236 maskrcnn/tf.math.truediv_30/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "6237 maskrcnn/tf.math.truediv_30/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6237 maskrcnn/tf.math.truediv_30/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "6417 maskrcnn/tf.math.subtract_66/Sub"; +"6238 maskrcnn/tf.math.truediv_29/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "6239 maskrcnn/tf.math.truediv_29/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"6239 maskrcnn/tf.math.truediv_29/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "6240 maskrcnn/tf.math.truediv_29/fake_quantize/AsymmQuant/Abs"; +"6240 maskrcnn/tf.math.truediv_29/fake_quantize/AsymmQuant/Abs" -> "6242 maskrcnn/tf.math.truediv_29/fake_quantize/AsymmQuant/add"; +"6241 maskrcnn/tf.math.truediv_29/fake_quantize/AsymmQuant/add/y" -> "6242 maskrcnn/tf.math.truediv_29/fake_quantize/AsymmQuant/add"; +"6242 maskrcnn/tf.math.truediv_29/fake_quantize/AsymmQuant/add" -> "6245 maskrcnn/tf.math.truediv_29/fake_quantize/AsymmQuant/add_1"; +"6243 maskrcnn/tf.math.truediv_29/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "6244 maskrcnn/tf.math.truediv_29/fake_quantize/AsymmQuant/ReadVariableOp"; +"6243 maskrcnn/tf.math.truediv_29/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "6246 maskrcnn/tf.math.truediv_29/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"6244 maskrcnn/tf.math.truediv_29/fake_quantize/AsymmQuant/ReadVariableOp" -> "6245 maskrcnn/tf.math.truediv_29/fake_quantize/AsymmQuant/add_1"; +"6245 maskrcnn/tf.math.truediv_29/fake_quantize/AsymmQuant/add_1" -> "6247 maskrcnn/tf.math.truediv_29/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6246 maskrcnn/tf.math.truediv_29/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "6247 maskrcnn/tf.math.truediv_29/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6247 maskrcnn/tf.math.truediv_29/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "6419 maskrcnn/tf.math.subtract_65/Sub"; +"6248 maskrcnn/tf.math.truediv_58/truediv/y" -> "6249 maskrcnn/tf.math.truediv_58/truediv"; +"6249 maskrcnn/tf.math.truediv_58/truediv" -> "6433 maskrcnn/tf.math.truediv_58/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6250 maskrcnn/tf.math.truediv_56/truediv/y" -> "6251 maskrcnn/tf.math.truediv_56/truediv"; +"6251 maskrcnn/tf.math.truediv_56/truediv" -> "6447 maskrcnn/tf.math.truediv_56/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6252 maskrcnn/tf.math.truediv_54/truediv/y" -> "6253 maskrcnn/tf.math.truediv_54/truediv"; +"6253 maskrcnn/tf.math.truediv_54/truediv" -> "6461 maskrcnn/tf.math.truediv_54/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6254 maskrcnn/tf.math.truediv_52/truediv/y" -> "6255 maskrcnn/tf.math.truediv_52/truediv"; +"6255 maskrcnn/tf.math.truediv_52/truediv" -> "6475 maskrcnn/tf.math.truediv_52/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6256 maskrcnn/tf.math.truediv_50/truediv/y" -> "6257 maskrcnn/tf.math.truediv_50/truediv"; +"6257 maskrcnn/tf.math.truediv_50/truediv" -> "6489 maskrcnn/tf.math.truediv_50/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6258 maskrcnn/tf.math.truediv_48/truediv/y" -> "6259 maskrcnn/tf.math.truediv_48/truediv"; +"6259 maskrcnn/tf.math.truediv_48/truediv" -> "6503 maskrcnn/tf.math.truediv_48/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6260 maskrcnn/tf.math.truediv_46/truediv/y" -> "6261 maskrcnn/tf.math.truediv_46/truediv"; +"6261 maskrcnn/tf.math.truediv_46/truediv" -> "6517 maskrcnn/tf.math.truediv_46/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6262 maskrcnn/tf.math.truediv_44/truediv/y" -> "6263 maskrcnn/tf.math.truediv_44/truediv"; +"6263 maskrcnn/tf.math.truediv_44/truediv" -> "6531 maskrcnn/tf.math.truediv_44/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6264 maskrcnn/tf.math.truediv_42/truediv/y" -> "6265 maskrcnn/tf.math.truediv_42/truediv"; +"6265 maskrcnn/tf.math.truediv_42/truediv" -> "6545 maskrcnn/tf.math.truediv_42/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6266 maskrcnn/tf.math.truediv_40/truediv/y" -> "6267 maskrcnn/tf.math.truediv_40/truediv"; +"6267 maskrcnn/tf.math.truediv_40/truediv" -> "6559 maskrcnn/tf.math.truediv_40/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6268 maskrcnn/tf.math.truediv_38/truediv/y" -> "6269 maskrcnn/tf.math.truediv_38/truediv"; +"6269 maskrcnn/tf.math.truediv_38/truediv" -> "6573 maskrcnn/tf.math.truediv_38/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6270 maskrcnn/tf.math.truediv_36/truediv/y" -> "6271 maskrcnn/tf.math.truediv_36/truediv"; +"6271 maskrcnn/tf.math.truediv_36/truediv" -> "6587 maskrcnn/tf.math.truediv_36/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6272 maskrcnn/tf.math.truediv_34/truediv/y" -> "6273 maskrcnn/tf.math.truediv_34/truediv"; +"6273 maskrcnn/tf.math.truediv_34/truediv" -> "6601 maskrcnn/tf.math.truediv_34/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6274 maskrcnn/tf.math.truediv_32/truediv/y" -> "6275 maskrcnn/tf.math.truediv_32/truediv"; +"6275 maskrcnn/tf.math.truediv_32/truediv" -> "6615 maskrcnn/tf.math.truediv_32/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6276 maskrcnn/tf.math.multiply_87/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "6277 maskrcnn/tf.math.multiply_87/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"6277 maskrcnn/tf.math.multiply_87/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "6278 maskrcnn/tf.math.multiply_87/fake_quantize/AsymmQuant/Abs"; +"6278 maskrcnn/tf.math.multiply_87/fake_quantize/AsymmQuant/Abs" -> "6280 maskrcnn/tf.math.multiply_87/fake_quantize/AsymmQuant/add"; +"6279 maskrcnn/tf.math.multiply_87/fake_quantize/AsymmQuant/add/y" -> "6280 maskrcnn/tf.math.multiply_87/fake_quantize/AsymmQuant/add"; +"6280 maskrcnn/tf.math.multiply_87/fake_quantize/AsymmQuant/add" -> "6283 maskrcnn/tf.math.multiply_87/fake_quantize/AsymmQuant/add_1"; +"6281 maskrcnn/tf.math.multiply_87/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "6282 maskrcnn/tf.math.multiply_87/fake_quantize/AsymmQuant/ReadVariableOp"; +"6281 maskrcnn/tf.math.multiply_87/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "6284 maskrcnn/tf.math.multiply_87/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"6282 maskrcnn/tf.math.multiply_87/fake_quantize/AsymmQuant/ReadVariableOp" -> "6283 maskrcnn/tf.math.multiply_87/fake_quantize/AsymmQuant/add_1"; +"6283 maskrcnn/tf.math.multiply_87/fake_quantize/AsymmQuant/add_1" -> "6285 maskrcnn/tf.math.multiply_87/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6284 maskrcnn/tf.math.multiply_87/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "6285 maskrcnn/tf.math.multiply_87/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6285 maskrcnn/tf.math.multiply_87/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "6617 maskrcnn/tf.math.truediv_57/truediv"; +"6286 maskrcnn/tf.math.multiply_85/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "6287 maskrcnn/tf.math.multiply_85/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"6287 maskrcnn/tf.math.multiply_85/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "6288 maskrcnn/tf.math.multiply_85/fake_quantize/AsymmQuant/Abs"; +"6288 maskrcnn/tf.math.multiply_85/fake_quantize/AsymmQuant/Abs" -> "6290 maskrcnn/tf.math.multiply_85/fake_quantize/AsymmQuant/add"; +"6289 maskrcnn/tf.math.multiply_85/fake_quantize/AsymmQuant/add/y" -> "6290 maskrcnn/tf.math.multiply_85/fake_quantize/AsymmQuant/add"; +"6290 maskrcnn/tf.math.multiply_85/fake_quantize/AsymmQuant/add" -> "6293 maskrcnn/tf.math.multiply_85/fake_quantize/AsymmQuant/add_1"; +"6291 maskrcnn/tf.math.multiply_85/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "6292 maskrcnn/tf.math.multiply_85/fake_quantize/AsymmQuant/ReadVariableOp"; +"6291 maskrcnn/tf.math.multiply_85/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "6294 maskrcnn/tf.math.multiply_85/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"6292 maskrcnn/tf.math.multiply_85/fake_quantize/AsymmQuant/ReadVariableOp" -> "6293 maskrcnn/tf.math.multiply_85/fake_quantize/AsymmQuant/add_1"; +"6293 maskrcnn/tf.math.multiply_85/fake_quantize/AsymmQuant/add_1" -> "6295 maskrcnn/tf.math.multiply_85/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6294 maskrcnn/tf.math.multiply_85/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "6295 maskrcnn/tf.math.multiply_85/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6295 maskrcnn/tf.math.multiply_85/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "6619 maskrcnn/tf.math.truediv_55/truediv"; +"6296 maskrcnn/tf.math.multiply_83/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "6297 maskrcnn/tf.math.multiply_83/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"6297 maskrcnn/tf.math.multiply_83/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "6298 maskrcnn/tf.math.multiply_83/fake_quantize/AsymmQuant/Abs"; +"6298 maskrcnn/tf.math.multiply_83/fake_quantize/AsymmQuant/Abs" -> "6300 maskrcnn/tf.math.multiply_83/fake_quantize/AsymmQuant/add"; +"6299 maskrcnn/tf.math.multiply_83/fake_quantize/AsymmQuant/add/y" -> "6300 maskrcnn/tf.math.multiply_83/fake_quantize/AsymmQuant/add"; +"6300 maskrcnn/tf.math.multiply_83/fake_quantize/AsymmQuant/add" -> "6303 maskrcnn/tf.math.multiply_83/fake_quantize/AsymmQuant/add_1"; +"6301 maskrcnn/tf.math.multiply_83/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "6302 maskrcnn/tf.math.multiply_83/fake_quantize/AsymmQuant/ReadVariableOp"; +"6301 maskrcnn/tf.math.multiply_83/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "6304 maskrcnn/tf.math.multiply_83/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"6302 maskrcnn/tf.math.multiply_83/fake_quantize/AsymmQuant/ReadVariableOp" -> "6303 maskrcnn/tf.math.multiply_83/fake_quantize/AsymmQuant/add_1"; +"6303 maskrcnn/tf.math.multiply_83/fake_quantize/AsymmQuant/add_1" -> "6305 maskrcnn/tf.math.multiply_83/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6304 maskrcnn/tf.math.multiply_83/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "6305 maskrcnn/tf.math.multiply_83/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6305 maskrcnn/tf.math.multiply_83/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "6621 maskrcnn/tf.math.truediv_53/truediv"; +"6306 maskrcnn/tf.math.multiply_81/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "6307 maskrcnn/tf.math.multiply_81/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"6307 maskrcnn/tf.math.multiply_81/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "6308 maskrcnn/tf.math.multiply_81/fake_quantize/AsymmQuant/Abs"; +"6308 maskrcnn/tf.math.multiply_81/fake_quantize/AsymmQuant/Abs" -> "6310 maskrcnn/tf.math.multiply_81/fake_quantize/AsymmQuant/add"; +"6309 maskrcnn/tf.math.multiply_81/fake_quantize/AsymmQuant/add/y" -> "6310 maskrcnn/tf.math.multiply_81/fake_quantize/AsymmQuant/add"; +"6310 maskrcnn/tf.math.multiply_81/fake_quantize/AsymmQuant/add" -> "6313 maskrcnn/tf.math.multiply_81/fake_quantize/AsymmQuant/add_1"; +"6311 maskrcnn/tf.math.multiply_81/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "6312 maskrcnn/tf.math.multiply_81/fake_quantize/AsymmQuant/ReadVariableOp"; +"6311 maskrcnn/tf.math.multiply_81/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "6314 maskrcnn/tf.math.multiply_81/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"6312 maskrcnn/tf.math.multiply_81/fake_quantize/AsymmQuant/ReadVariableOp" -> "6313 maskrcnn/tf.math.multiply_81/fake_quantize/AsymmQuant/add_1"; +"6313 maskrcnn/tf.math.multiply_81/fake_quantize/AsymmQuant/add_1" -> "6315 maskrcnn/tf.math.multiply_81/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6314 maskrcnn/tf.math.multiply_81/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "6315 maskrcnn/tf.math.multiply_81/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6315 maskrcnn/tf.math.multiply_81/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "6623 maskrcnn/tf.math.truediv_51/truediv"; +"6316 maskrcnn/tf.math.multiply_79/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "6317 maskrcnn/tf.math.multiply_79/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"6317 maskrcnn/tf.math.multiply_79/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "6318 maskrcnn/tf.math.multiply_79/fake_quantize/AsymmQuant/Abs"; +"6318 maskrcnn/tf.math.multiply_79/fake_quantize/AsymmQuant/Abs" -> "6320 maskrcnn/tf.math.multiply_79/fake_quantize/AsymmQuant/add"; +"6319 maskrcnn/tf.math.multiply_79/fake_quantize/AsymmQuant/add/y" -> "6320 maskrcnn/tf.math.multiply_79/fake_quantize/AsymmQuant/add"; +"6320 maskrcnn/tf.math.multiply_79/fake_quantize/AsymmQuant/add" -> "6323 maskrcnn/tf.math.multiply_79/fake_quantize/AsymmQuant/add_1"; +"6321 maskrcnn/tf.math.multiply_79/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "6322 maskrcnn/tf.math.multiply_79/fake_quantize/AsymmQuant/ReadVariableOp"; +"6321 maskrcnn/tf.math.multiply_79/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "6324 maskrcnn/tf.math.multiply_79/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"6322 maskrcnn/tf.math.multiply_79/fake_quantize/AsymmQuant/ReadVariableOp" -> "6323 maskrcnn/tf.math.multiply_79/fake_quantize/AsymmQuant/add_1"; +"6323 maskrcnn/tf.math.multiply_79/fake_quantize/AsymmQuant/add_1" -> "6325 maskrcnn/tf.math.multiply_79/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6324 maskrcnn/tf.math.multiply_79/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "6325 maskrcnn/tf.math.multiply_79/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6325 maskrcnn/tf.math.multiply_79/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "6625 maskrcnn/tf.math.truediv_49/truediv"; +"6326 maskrcnn/tf.math.multiply_77/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "6327 maskrcnn/tf.math.multiply_77/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"6327 maskrcnn/tf.math.multiply_77/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "6328 maskrcnn/tf.math.multiply_77/fake_quantize/AsymmQuant/Abs"; +"6328 maskrcnn/tf.math.multiply_77/fake_quantize/AsymmQuant/Abs" -> "6330 maskrcnn/tf.math.multiply_77/fake_quantize/AsymmQuant/add"; +"6329 maskrcnn/tf.math.multiply_77/fake_quantize/AsymmQuant/add/y" -> "6330 maskrcnn/tf.math.multiply_77/fake_quantize/AsymmQuant/add"; +"6330 maskrcnn/tf.math.multiply_77/fake_quantize/AsymmQuant/add" -> "6333 maskrcnn/tf.math.multiply_77/fake_quantize/AsymmQuant/add_1"; +"6331 maskrcnn/tf.math.multiply_77/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "6332 maskrcnn/tf.math.multiply_77/fake_quantize/AsymmQuant/ReadVariableOp"; +"6331 maskrcnn/tf.math.multiply_77/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "6334 maskrcnn/tf.math.multiply_77/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"6332 maskrcnn/tf.math.multiply_77/fake_quantize/AsymmQuant/ReadVariableOp" -> "6333 maskrcnn/tf.math.multiply_77/fake_quantize/AsymmQuant/add_1"; +"6333 maskrcnn/tf.math.multiply_77/fake_quantize/AsymmQuant/add_1" -> "6335 maskrcnn/tf.math.multiply_77/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6334 maskrcnn/tf.math.multiply_77/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "6335 maskrcnn/tf.math.multiply_77/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6335 maskrcnn/tf.math.multiply_77/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "6627 maskrcnn/tf.math.truediv_47/truediv"; +"6336 maskrcnn/tf.math.multiply_75/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "6337 maskrcnn/tf.math.multiply_75/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"6337 maskrcnn/tf.math.multiply_75/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "6338 maskrcnn/tf.math.multiply_75/fake_quantize/AsymmQuant/Abs"; +"6338 maskrcnn/tf.math.multiply_75/fake_quantize/AsymmQuant/Abs" -> "6340 maskrcnn/tf.math.multiply_75/fake_quantize/AsymmQuant/add"; +"6339 maskrcnn/tf.math.multiply_75/fake_quantize/AsymmQuant/add/y" -> "6340 maskrcnn/tf.math.multiply_75/fake_quantize/AsymmQuant/add"; +"6340 maskrcnn/tf.math.multiply_75/fake_quantize/AsymmQuant/add" -> "6343 maskrcnn/tf.math.multiply_75/fake_quantize/AsymmQuant/add_1"; +"6341 maskrcnn/tf.math.multiply_75/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "6342 maskrcnn/tf.math.multiply_75/fake_quantize/AsymmQuant/ReadVariableOp"; +"6341 maskrcnn/tf.math.multiply_75/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "6344 maskrcnn/tf.math.multiply_75/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"6342 maskrcnn/tf.math.multiply_75/fake_quantize/AsymmQuant/ReadVariableOp" -> "6343 maskrcnn/tf.math.multiply_75/fake_quantize/AsymmQuant/add_1"; +"6343 maskrcnn/tf.math.multiply_75/fake_quantize/AsymmQuant/add_1" -> "6345 maskrcnn/tf.math.multiply_75/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6344 maskrcnn/tf.math.multiply_75/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "6345 maskrcnn/tf.math.multiply_75/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6345 maskrcnn/tf.math.multiply_75/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "6629 maskrcnn/tf.math.truediv_45/truediv"; +"6346 maskrcnn/tf.math.multiply_73/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "6347 maskrcnn/tf.math.multiply_73/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"6347 maskrcnn/tf.math.multiply_73/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "6348 maskrcnn/tf.math.multiply_73/fake_quantize/AsymmQuant/Abs"; +"6348 maskrcnn/tf.math.multiply_73/fake_quantize/AsymmQuant/Abs" -> "6350 maskrcnn/tf.math.multiply_73/fake_quantize/AsymmQuant/add"; +"6349 maskrcnn/tf.math.multiply_73/fake_quantize/AsymmQuant/add/y" -> "6350 maskrcnn/tf.math.multiply_73/fake_quantize/AsymmQuant/add"; +"6350 maskrcnn/tf.math.multiply_73/fake_quantize/AsymmQuant/add" -> "6353 maskrcnn/tf.math.multiply_73/fake_quantize/AsymmQuant/add_1"; +"6351 maskrcnn/tf.math.multiply_73/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "6352 maskrcnn/tf.math.multiply_73/fake_quantize/AsymmQuant/ReadVariableOp"; +"6351 maskrcnn/tf.math.multiply_73/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "6354 maskrcnn/tf.math.multiply_73/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"6352 maskrcnn/tf.math.multiply_73/fake_quantize/AsymmQuant/ReadVariableOp" -> "6353 maskrcnn/tf.math.multiply_73/fake_quantize/AsymmQuant/add_1"; +"6353 maskrcnn/tf.math.multiply_73/fake_quantize/AsymmQuant/add_1" -> "6355 maskrcnn/tf.math.multiply_73/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6354 maskrcnn/tf.math.multiply_73/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "6355 maskrcnn/tf.math.multiply_73/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6355 maskrcnn/tf.math.multiply_73/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "6631 maskrcnn/tf.math.truediv_43/truediv"; +"6356 maskrcnn/tf.math.multiply_71/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "6357 maskrcnn/tf.math.multiply_71/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"6357 maskrcnn/tf.math.multiply_71/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "6358 maskrcnn/tf.math.multiply_71/fake_quantize/AsymmQuant/Abs"; +"6358 maskrcnn/tf.math.multiply_71/fake_quantize/AsymmQuant/Abs" -> "6360 maskrcnn/tf.math.multiply_71/fake_quantize/AsymmQuant/add"; +"6359 maskrcnn/tf.math.multiply_71/fake_quantize/AsymmQuant/add/y" -> "6360 maskrcnn/tf.math.multiply_71/fake_quantize/AsymmQuant/add"; +"6360 maskrcnn/tf.math.multiply_71/fake_quantize/AsymmQuant/add" -> "6363 maskrcnn/tf.math.multiply_71/fake_quantize/AsymmQuant/add_1"; +"6361 maskrcnn/tf.math.multiply_71/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "6362 maskrcnn/tf.math.multiply_71/fake_quantize/AsymmQuant/ReadVariableOp"; +"6361 maskrcnn/tf.math.multiply_71/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "6364 maskrcnn/tf.math.multiply_71/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"6362 maskrcnn/tf.math.multiply_71/fake_quantize/AsymmQuant/ReadVariableOp" -> "6363 maskrcnn/tf.math.multiply_71/fake_quantize/AsymmQuant/add_1"; +"6363 maskrcnn/tf.math.multiply_71/fake_quantize/AsymmQuant/add_1" -> "6365 maskrcnn/tf.math.multiply_71/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6364 maskrcnn/tf.math.multiply_71/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "6365 maskrcnn/tf.math.multiply_71/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6365 maskrcnn/tf.math.multiply_71/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "6633 maskrcnn/tf.math.truediv_41/truediv"; +"6366 maskrcnn/tf.math.multiply_69/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "6367 maskrcnn/tf.math.multiply_69/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"6367 maskrcnn/tf.math.multiply_69/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "6368 maskrcnn/tf.math.multiply_69/fake_quantize/AsymmQuant/Abs"; +"6368 maskrcnn/tf.math.multiply_69/fake_quantize/AsymmQuant/Abs" -> "6370 maskrcnn/tf.math.multiply_69/fake_quantize/AsymmQuant/add"; +"6369 maskrcnn/tf.math.multiply_69/fake_quantize/AsymmQuant/add/y" -> "6370 maskrcnn/tf.math.multiply_69/fake_quantize/AsymmQuant/add"; +"6370 maskrcnn/tf.math.multiply_69/fake_quantize/AsymmQuant/add" -> "6373 maskrcnn/tf.math.multiply_69/fake_quantize/AsymmQuant/add_1"; +"6371 maskrcnn/tf.math.multiply_69/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "6372 maskrcnn/tf.math.multiply_69/fake_quantize/AsymmQuant/ReadVariableOp"; +"6371 maskrcnn/tf.math.multiply_69/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "6374 maskrcnn/tf.math.multiply_69/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"6372 maskrcnn/tf.math.multiply_69/fake_quantize/AsymmQuant/ReadVariableOp" -> "6373 maskrcnn/tf.math.multiply_69/fake_quantize/AsymmQuant/add_1"; +"6373 maskrcnn/tf.math.multiply_69/fake_quantize/AsymmQuant/add_1" -> "6375 maskrcnn/tf.math.multiply_69/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6374 maskrcnn/tf.math.multiply_69/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "6375 maskrcnn/tf.math.multiply_69/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6375 maskrcnn/tf.math.multiply_69/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "6635 maskrcnn/tf.math.truediv_39/truediv"; +"6376 maskrcnn/tf.math.multiply_67/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "6377 maskrcnn/tf.math.multiply_67/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"6377 maskrcnn/tf.math.multiply_67/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "6378 maskrcnn/tf.math.multiply_67/fake_quantize/AsymmQuant/Abs"; +"6378 maskrcnn/tf.math.multiply_67/fake_quantize/AsymmQuant/Abs" -> "6380 maskrcnn/tf.math.multiply_67/fake_quantize/AsymmQuant/add"; +"6379 maskrcnn/tf.math.multiply_67/fake_quantize/AsymmQuant/add/y" -> "6380 maskrcnn/tf.math.multiply_67/fake_quantize/AsymmQuant/add"; +"6380 maskrcnn/tf.math.multiply_67/fake_quantize/AsymmQuant/add" -> "6383 maskrcnn/tf.math.multiply_67/fake_quantize/AsymmQuant/add_1"; +"6381 maskrcnn/tf.math.multiply_67/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "6382 maskrcnn/tf.math.multiply_67/fake_quantize/AsymmQuant/ReadVariableOp"; +"6381 maskrcnn/tf.math.multiply_67/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "6384 maskrcnn/tf.math.multiply_67/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"6382 maskrcnn/tf.math.multiply_67/fake_quantize/AsymmQuant/ReadVariableOp" -> "6383 maskrcnn/tf.math.multiply_67/fake_quantize/AsymmQuant/add_1"; +"6383 maskrcnn/tf.math.multiply_67/fake_quantize/AsymmQuant/add_1" -> "6385 maskrcnn/tf.math.multiply_67/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6384 maskrcnn/tf.math.multiply_67/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "6385 maskrcnn/tf.math.multiply_67/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6385 maskrcnn/tf.math.multiply_67/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "6637 maskrcnn/tf.math.truediv_37/truediv"; +"6386 maskrcnn/tf.math.multiply_65/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "6387 maskrcnn/tf.math.multiply_65/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"6387 maskrcnn/tf.math.multiply_65/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "6388 maskrcnn/tf.math.multiply_65/fake_quantize/AsymmQuant/Abs"; +"6388 maskrcnn/tf.math.multiply_65/fake_quantize/AsymmQuant/Abs" -> "6390 maskrcnn/tf.math.multiply_65/fake_quantize/AsymmQuant/add"; +"6389 maskrcnn/tf.math.multiply_65/fake_quantize/AsymmQuant/add/y" -> "6390 maskrcnn/tf.math.multiply_65/fake_quantize/AsymmQuant/add"; +"6390 maskrcnn/tf.math.multiply_65/fake_quantize/AsymmQuant/add" -> "6393 maskrcnn/tf.math.multiply_65/fake_quantize/AsymmQuant/add_1"; +"6391 maskrcnn/tf.math.multiply_65/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "6392 maskrcnn/tf.math.multiply_65/fake_quantize/AsymmQuant/ReadVariableOp"; +"6391 maskrcnn/tf.math.multiply_65/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "6394 maskrcnn/tf.math.multiply_65/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"6392 maskrcnn/tf.math.multiply_65/fake_quantize/AsymmQuant/ReadVariableOp" -> "6393 maskrcnn/tf.math.multiply_65/fake_quantize/AsymmQuant/add_1"; +"6393 maskrcnn/tf.math.multiply_65/fake_quantize/AsymmQuant/add_1" -> "6395 maskrcnn/tf.math.multiply_65/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6394 maskrcnn/tf.math.multiply_65/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "6395 maskrcnn/tf.math.multiply_65/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6395 maskrcnn/tf.math.multiply_65/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "6639 maskrcnn/tf.math.truediv_35/truediv"; +"6396 maskrcnn/tf.math.multiply_63/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "6397 maskrcnn/tf.math.multiply_63/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"6397 maskrcnn/tf.math.multiply_63/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "6398 maskrcnn/tf.math.multiply_63/fake_quantize/AsymmQuant/Abs"; +"6398 maskrcnn/tf.math.multiply_63/fake_quantize/AsymmQuant/Abs" -> "6400 maskrcnn/tf.math.multiply_63/fake_quantize/AsymmQuant/add"; +"6399 maskrcnn/tf.math.multiply_63/fake_quantize/AsymmQuant/add/y" -> "6400 maskrcnn/tf.math.multiply_63/fake_quantize/AsymmQuant/add"; +"6400 maskrcnn/tf.math.multiply_63/fake_quantize/AsymmQuant/add" -> "6403 maskrcnn/tf.math.multiply_63/fake_quantize/AsymmQuant/add_1"; +"6401 maskrcnn/tf.math.multiply_63/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "6402 maskrcnn/tf.math.multiply_63/fake_quantize/AsymmQuant/ReadVariableOp"; +"6401 maskrcnn/tf.math.multiply_63/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "6404 maskrcnn/tf.math.multiply_63/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"6402 maskrcnn/tf.math.multiply_63/fake_quantize/AsymmQuant/ReadVariableOp" -> "6403 maskrcnn/tf.math.multiply_63/fake_quantize/AsymmQuant/add_1"; +"6403 maskrcnn/tf.math.multiply_63/fake_quantize/AsymmQuant/add_1" -> "6405 maskrcnn/tf.math.multiply_63/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6404 maskrcnn/tf.math.multiply_63/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "6405 maskrcnn/tf.math.multiply_63/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6405 maskrcnn/tf.math.multiply_63/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "6641 maskrcnn/tf.math.truediv_33/truediv"; +"6406 maskrcnn/tf.math.multiply_61/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "6407 maskrcnn/tf.math.multiply_61/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"6407 maskrcnn/tf.math.multiply_61/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "6408 maskrcnn/tf.math.multiply_61/fake_quantize/AsymmQuant/Abs"; +"6408 maskrcnn/tf.math.multiply_61/fake_quantize/AsymmQuant/Abs" -> "6410 maskrcnn/tf.math.multiply_61/fake_quantize/AsymmQuant/add"; +"6409 maskrcnn/tf.math.multiply_61/fake_quantize/AsymmQuant/add/y" -> "6410 maskrcnn/tf.math.multiply_61/fake_quantize/AsymmQuant/add"; +"6410 maskrcnn/tf.math.multiply_61/fake_quantize/AsymmQuant/add" -> "6413 maskrcnn/tf.math.multiply_61/fake_quantize/AsymmQuant/add_1"; +"6411 maskrcnn/tf.math.multiply_61/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "6412 maskrcnn/tf.math.multiply_61/fake_quantize/AsymmQuant/ReadVariableOp"; +"6411 maskrcnn/tf.math.multiply_61/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "6414 maskrcnn/tf.math.multiply_61/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"6412 maskrcnn/tf.math.multiply_61/fake_quantize/AsymmQuant/ReadVariableOp" -> "6413 maskrcnn/tf.math.multiply_61/fake_quantize/AsymmQuant/add_1"; +"6413 maskrcnn/tf.math.multiply_61/fake_quantize/AsymmQuant/add_1" -> "6415 maskrcnn/tf.math.multiply_61/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6414 maskrcnn/tf.math.multiply_61/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "6415 maskrcnn/tf.math.multiply_61/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6415 maskrcnn/tf.math.multiply_61/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "6643 maskrcnn/tf.math.truediv_31/truediv"; +"6416 maskrcnn/tf.math.subtract_66/Sub/y" -> "6417 maskrcnn/tf.math.subtract_66/Sub"; +"6417 maskrcnn/tf.math.subtract_66/Sub" -> "6653 maskrcnn/tf.math.subtract_66/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6418 maskrcnn/tf.math.subtract_65/Sub/y" -> "6419 maskrcnn/tf.math.subtract_65/Sub"; +"6419 maskrcnn/tf.math.subtract_65/Sub" -> "6663 maskrcnn/tf.math.subtract_65/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6420 maskrcnn/tf.__operators__.getitem_131/strided_slice/stack" -> "6423 maskrcnn/tf.__operators__.getitem_131/strided_slice"; +"6421 maskrcnn/tf.__operators__.getitem_131/strided_slice/stack_1" -> "6423 maskrcnn/tf.__operators__.getitem_131/strided_slice"; +"6422 maskrcnn/tf.__operators__.getitem_131/strided_slice/stack_2" -> "6423 maskrcnn/tf.__operators__.getitem_131/strided_slice"; +"6423 maskrcnn/tf.__operators__.getitem_131/strided_slice" -> "6677 maskrcnn/tf.__operators__.add_96/AddV2"; +"6424 maskrcnn/tf.math.truediv_58/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "6425 maskrcnn/tf.math.truediv_58/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"6425 maskrcnn/tf.math.truediv_58/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "6426 maskrcnn/tf.math.truediv_58/fake_quantize/AsymmQuant/Abs"; +"6426 maskrcnn/tf.math.truediv_58/fake_quantize/AsymmQuant/Abs" -> "6428 maskrcnn/tf.math.truediv_58/fake_quantize/AsymmQuant/add"; +"6427 maskrcnn/tf.math.truediv_58/fake_quantize/AsymmQuant/add/y" -> "6428 maskrcnn/tf.math.truediv_58/fake_quantize/AsymmQuant/add"; +"6428 maskrcnn/tf.math.truediv_58/fake_quantize/AsymmQuant/add" -> "6431 maskrcnn/tf.math.truediv_58/fake_quantize/AsymmQuant/add_1"; +"6429 maskrcnn/tf.math.truediv_58/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "6430 maskrcnn/tf.math.truediv_58/fake_quantize/AsymmQuant/ReadVariableOp"; +"6429 maskrcnn/tf.math.truediv_58/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "6432 maskrcnn/tf.math.truediv_58/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"6430 maskrcnn/tf.math.truediv_58/fake_quantize/AsymmQuant/ReadVariableOp" -> "6431 maskrcnn/tf.math.truediv_58/fake_quantize/AsymmQuant/add_1"; +"6431 maskrcnn/tf.math.truediv_58/fake_quantize/AsymmQuant/add_1" -> "6433 maskrcnn/tf.math.truediv_58/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6432 maskrcnn/tf.math.truediv_58/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "6433 maskrcnn/tf.math.truediv_58/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6433 maskrcnn/tf.math.truediv_58/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "6677 maskrcnn/tf.__operators__.add_96/AddV2"; +"6434 maskrcnn/tf.__operators__.getitem_127/strided_slice/stack" -> "6437 maskrcnn/tf.__operators__.getitem_127/strided_slice"; +"6435 maskrcnn/tf.__operators__.getitem_127/strided_slice/stack_1" -> "6437 maskrcnn/tf.__operators__.getitem_127/strided_slice"; +"6436 maskrcnn/tf.__operators__.getitem_127/strided_slice/stack_2" -> "6437 maskrcnn/tf.__operators__.getitem_127/strided_slice"; +"6437 maskrcnn/tf.__operators__.getitem_127/strided_slice" -> "6676 maskrcnn/tf.__operators__.add_94/AddV2"; +"6438 maskrcnn/tf.math.truediv_56/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "6439 maskrcnn/tf.math.truediv_56/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"6439 maskrcnn/tf.math.truediv_56/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "6440 maskrcnn/tf.math.truediv_56/fake_quantize/AsymmQuant/Abs"; +"6440 maskrcnn/tf.math.truediv_56/fake_quantize/AsymmQuant/Abs" -> "6442 maskrcnn/tf.math.truediv_56/fake_quantize/AsymmQuant/add"; +"6441 maskrcnn/tf.math.truediv_56/fake_quantize/AsymmQuant/add/y" -> "6442 maskrcnn/tf.math.truediv_56/fake_quantize/AsymmQuant/add"; +"6442 maskrcnn/tf.math.truediv_56/fake_quantize/AsymmQuant/add" -> "6445 maskrcnn/tf.math.truediv_56/fake_quantize/AsymmQuant/add_1"; +"6443 maskrcnn/tf.math.truediv_56/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "6444 maskrcnn/tf.math.truediv_56/fake_quantize/AsymmQuant/ReadVariableOp"; +"6443 maskrcnn/tf.math.truediv_56/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "6446 maskrcnn/tf.math.truediv_56/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"6444 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maskrcnn/tf.__operators__.add_70/AddV2"; +"6606 maskrcnn/tf.math.truediv_32/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "6607 maskrcnn/tf.math.truediv_32/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"6607 maskrcnn/tf.math.truediv_32/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "6608 maskrcnn/tf.math.truediv_32/fake_quantize/AsymmQuant/Abs"; +"6608 maskrcnn/tf.math.truediv_32/fake_quantize/AsymmQuant/Abs" -> "6610 maskrcnn/tf.math.truediv_32/fake_quantize/AsymmQuant/add"; +"6609 maskrcnn/tf.math.truediv_32/fake_quantize/AsymmQuant/add/y" -> "6610 maskrcnn/tf.math.truediv_32/fake_quantize/AsymmQuant/add"; +"6610 maskrcnn/tf.math.truediv_32/fake_quantize/AsymmQuant/add" -> "6613 maskrcnn/tf.math.truediv_32/fake_quantize/AsymmQuant/add_1"; +"6611 maskrcnn/tf.math.truediv_32/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "6612 maskrcnn/tf.math.truediv_32/fake_quantize/AsymmQuant/ReadVariableOp"; +"6611 maskrcnn/tf.math.truediv_32/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "6614 maskrcnn/tf.math.truediv_32/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"6612 maskrcnn/tf.math.truediv_32/fake_quantize/AsymmQuant/ReadVariableOp" -> "6613 maskrcnn/tf.math.truediv_32/fake_quantize/AsymmQuant/add_1"; +"6613 maskrcnn/tf.math.truediv_32/fake_quantize/AsymmQuant/add_1" -> "6615 maskrcnn/tf.math.truediv_32/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6614 maskrcnn/tf.math.truediv_32/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "6615 maskrcnn/tf.math.truediv_32/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6615 maskrcnn/tf.math.truediv_32/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "6664 maskrcnn/tf.__operators__.add_70/AddV2"; +"6616 maskrcnn/tf.math.truediv_57/truediv/y" -> "6617 maskrcnn/tf.math.truediv_57/truediv"; +"6617 maskrcnn/tf.math.truediv_57/truediv" -> "6692 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maskrcnn/tf.math.truediv_47/truediv/y" -> "6627 maskrcnn/tf.math.truediv_47/truediv"; +"6627 maskrcnn/tf.math.truediv_47/truediv" -> "6762 maskrcnn/tf.math.truediv_47/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6628 maskrcnn/tf.math.truediv_45/truediv/y" -> "6629 maskrcnn/tf.math.truediv_45/truediv"; +"6629 maskrcnn/tf.math.truediv_45/truediv" -> "6776 maskrcnn/tf.math.truediv_45/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6630 maskrcnn/tf.math.truediv_43/truediv/y" -> "6631 maskrcnn/tf.math.truediv_43/truediv"; +"6631 maskrcnn/tf.math.truediv_43/truediv" -> "6790 maskrcnn/tf.math.truediv_43/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6632 maskrcnn/tf.math.truediv_41/truediv/y" -> "6633 maskrcnn/tf.math.truediv_41/truediv"; +"6633 maskrcnn/tf.math.truediv_41/truediv" -> "6804 maskrcnn/tf.math.truediv_41/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6634 maskrcnn/tf.math.truediv_39/truediv/y" -> "6635 maskrcnn/tf.math.truediv_39/truediv"; +"6635 maskrcnn/tf.math.truediv_39/truediv" -> "6818 maskrcnn/tf.math.truediv_39/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6636 maskrcnn/tf.math.truediv_37/truediv/y" -> "6637 maskrcnn/tf.math.truediv_37/truediv"; +"6637 maskrcnn/tf.math.truediv_37/truediv" -> "6832 maskrcnn/tf.math.truediv_37/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6638 maskrcnn/tf.math.truediv_35/truediv/y" -> "6639 maskrcnn/tf.math.truediv_35/truediv"; +"6639 maskrcnn/tf.math.truediv_35/truediv" -> "6846 maskrcnn/tf.math.truediv_35/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6640 maskrcnn/tf.math.truediv_33/truediv/y" -> "6641 maskrcnn/tf.math.truediv_33/truediv"; +"6641 maskrcnn/tf.math.truediv_33/truediv" -> "6860 maskrcnn/tf.math.truediv_33/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"6642 maskrcnn/tf.math.truediv_31/truediv/y" -> "6643 maskrcnn/tf.math.truediv_31/truediv"; +"6643 maskrcnn/tf.math.truediv_31/truediv" -> "6874 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maskrcnn/tf.math.subtract_67/fake_quantize_I1/AsymmQuant/Abs/ReadVariableOp" -> "7004 maskrcnn/tf.math.subtract_67/fake_quantize_I1/AsymmQuant/Abs"; +"7004 maskrcnn/tf.math.subtract_67/fake_quantize_I1/AsymmQuant/Abs" -> "7006 maskrcnn/tf.math.subtract_67/fake_quantize_I1/AsymmQuant/add"; +"7005 maskrcnn/tf.math.subtract_67/fake_quantize_I1/AsymmQuant/add/y" -> "7006 maskrcnn/tf.math.subtract_67/fake_quantize_I1/AsymmQuant/add"; +"7006 maskrcnn/tf.math.subtract_67/fake_quantize_I1/AsymmQuant/add" -> "7009 maskrcnn/tf.math.subtract_67/fake_quantize_I1/AsymmQuant/add_1"; +"7007 maskrcnn/tf.math.subtract_67/fake_quantize_I1/AsymmQuant/ReadVariableOp/resource" -> "7008 maskrcnn/tf.math.subtract_67/fake_quantize_I1/AsymmQuant/ReadVariableOp"; +"7007 maskrcnn/tf.math.subtract_67/fake_quantize_I1/AsymmQuant/ReadVariableOp/resource" -> "7010 maskrcnn/tf.math.subtract_67/fake_quantize_I1/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"7008 maskrcnn/tf.math.subtract_67/fake_quantize_I1/AsymmQuant/ReadVariableOp" -> "7009 maskrcnn/tf.math.subtract_67/fake_quantize_I1/AsymmQuant/add_1"; +"7009 maskrcnn/tf.math.subtract_67/fake_quantize_I1/AsymmQuant/add_1" -> "7011 maskrcnn/tf.math.subtract_67/fake_quantize_I1/AsymmQuant/FakeQuantWithMinMaxVars"; +"7010 maskrcnn/tf.math.subtract_67/fake_quantize_I1/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "7011 maskrcnn/tf.math.subtract_67/fake_quantize_I1/AsymmQuant/FakeQuantWithMinMaxVars"; +"7011 maskrcnn/tf.math.subtract_67/fake_quantize_I1/AsymmQuant/FakeQuantWithMinMaxVars" -> "7035 maskrcnn/tf.math.subtract_67/Sub"; +"7012 maskrcnn/tf.__operators__.add_97/fake_quantize_I0/AsymmQuant/Abs/ReadVariableOp/resource" -> "7013 maskrcnn/tf.__operators__.add_97/fake_quantize_I0/AsymmQuant/Abs/ReadVariableOp"; +"7013 maskrcnn/tf.__operators__.add_97/fake_quantize_I0/AsymmQuant/Abs/ReadVariableOp" -> "7014 maskrcnn/tf.__operators__.add_97/fake_quantize_I0/AsymmQuant/Abs"; +"7014 maskrcnn/tf.__operators__.add_97/fake_quantize_I0/AsymmQuant/Abs" -> "7016 maskrcnn/tf.__operators__.add_97/fake_quantize_I0/AsymmQuant/add"; +"7015 maskrcnn/tf.__operators__.add_97/fake_quantize_I0/AsymmQuant/add/y" -> "7016 maskrcnn/tf.__operators__.add_97/fake_quantize_I0/AsymmQuant/add"; +"7016 maskrcnn/tf.__operators__.add_97/fake_quantize_I0/AsymmQuant/add" -> "7019 maskrcnn/tf.__operators__.add_97/fake_quantize_I0/AsymmQuant/add_1"; +"7017 maskrcnn/tf.__operators__.add_97/fake_quantize_I0/AsymmQuant/ReadVariableOp/resource" -> "7018 maskrcnn/tf.__operators__.add_97/fake_quantize_I0/AsymmQuant/ReadVariableOp"; +"7017 maskrcnn/tf.__operators__.add_97/fake_quantize_I0/AsymmQuant/ReadVariableOp/resource" -> "7020 maskrcnn/tf.__operators__.add_97/fake_quantize_I0/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"7018 maskrcnn/tf.__operators__.add_97/fake_quantize_I0/AsymmQuant/ReadVariableOp" -> "7019 maskrcnn/tf.__operators__.add_97/fake_quantize_I0/AsymmQuant/add_1"; +"7019 maskrcnn/tf.__operators__.add_97/fake_quantize_I0/AsymmQuant/add_1" -> "7021 maskrcnn/tf.__operators__.add_97/fake_quantize_I0/AsymmQuant/FakeQuantWithMinMaxVars"; +"7020 maskrcnn/tf.__operators__.add_97/fake_quantize_I0/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "7021 maskrcnn/tf.__operators__.add_97/fake_quantize_I0/AsymmQuant/FakeQuantWithMinMaxVars"; +"7021 maskrcnn/tf.__operators__.add_97/fake_quantize_I0/AsymmQuant/FakeQuantWithMinMaxVars" -> "7041 maskrcnn/tf.__operators__.add_97/AddV2"; +"7022 maskrcnn/tf.__operators__.add_98/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "7023 maskrcnn/tf.__operators__.add_98/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"7023 maskrcnn/tf.__operators__.add_98/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "7024 maskrcnn/tf.__operators__.add_98/fake_quantize/AsymmQuant/Abs"; +"7024 maskrcnn/tf.__operators__.add_98/fake_quantize/AsymmQuant/Abs" -> "7026 maskrcnn/tf.__operators__.add_98/fake_quantize/AsymmQuant/add"; +"7025 maskrcnn/tf.__operators__.add_98/fake_quantize/AsymmQuant/add/y" -> "7026 maskrcnn/tf.__operators__.add_98/fake_quantize/AsymmQuant/add"; +"7026 maskrcnn/tf.__operators__.add_98/fake_quantize/AsymmQuant/add" -> "7029 maskrcnn/tf.__operators__.add_98/fake_quantize/AsymmQuant/add_1"; +"7027 maskrcnn/tf.__operators__.add_98/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "7028 maskrcnn/tf.__operators__.add_98/fake_quantize/AsymmQuant/ReadVariableOp"; +"7027 maskrcnn/tf.__operators__.add_98/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "7030 maskrcnn/tf.__operators__.add_98/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"7028 maskrcnn/tf.__operators__.add_98/fake_quantize/AsymmQuant/ReadVariableOp" -> "7029 maskrcnn/tf.__operators__.add_98/fake_quantize/AsymmQuant/add_1"; +"7029 maskrcnn/tf.__operators__.add_98/fake_quantize/AsymmQuant/add_1" -> "7031 maskrcnn/tf.__operators__.add_98/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"7030 maskrcnn/tf.__operators__.add_98/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "7031 maskrcnn/tf.__operators__.add_98/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"7031 maskrcnn/tf.__operators__.add_98/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "7042 maskrcnn/tf.math.minimum_27/Minimum"; +"7032 maskrcnn/tf.expand_dims_32/ExpandDims/dim" -> "7033 maskrcnn/tf.expand_dims_32/ExpandDims"; +"7033 maskrcnn/tf.expand_dims_32/ExpandDims" -> "7042 maskrcnn/tf.math.minimum_27/Minimum"; +"7034 maskrcnn/tf.math.subtract_68/Sub" -> "7052 maskrcnn/tf.math.subtract_68/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"7035 maskrcnn/tf.math.subtract_67/Sub" -> "7062 maskrcnn/tf.math.subtract_67/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"7036 maskrcnn/tf.__operators__.getitem_134/strided_slice/stack" -> "7039 maskrcnn/tf.__operators__.getitem_134/strided_slice"; +"7037 maskrcnn/tf.__operators__.getitem_134/strided_slice/stack_1" -> "7039 maskrcnn/tf.__operators__.getitem_134/strided_slice"; +"7038 maskrcnn/tf.__operators__.getitem_134/strided_slice/stack_2" -> "7039 maskrcnn/tf.__operators__.getitem_134/strided_slice"; +"7039 maskrcnn/tf.__operators__.getitem_134/strided_slice" -> "7074 maskrcnn/tf.expand_dims_30/ExpandDims"; +"7040 maskrcnn/tf.__operators__.add_97/y" -> "7041 maskrcnn/tf.__operators__.add_97/AddV2"; +"7041 maskrcnn/tf.__operators__.add_97/AddV2" -> "7072 maskrcnn/tf.__operators__.add_97/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"7042 maskrcnn/tf.math.minimum_27/Minimum" -> "7075 maskrcnn/tf.stack_20/stack"; +"7043 maskrcnn/tf.math.subtract_68/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "7044 maskrcnn/tf.math.subtract_68/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"7044 maskrcnn/tf.math.subtract_68/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "7045 maskrcnn/tf.math.subtract_68/fake_quantize/AsymmQuant/Abs"; +"7045 maskrcnn/tf.math.subtract_68/fake_quantize/AsymmQuant/Abs" -> "7047 maskrcnn/tf.math.subtract_68/fake_quantize/AsymmQuant/add"; +"7046 maskrcnn/tf.math.subtract_68/fake_quantize/AsymmQuant/add/y" -> "7047 maskrcnn/tf.math.subtract_68/fake_quantize/AsymmQuant/add"; +"7047 maskrcnn/tf.math.subtract_68/fake_quantize/AsymmQuant/add" -> "7050 maskrcnn/tf.math.subtract_68/fake_quantize/AsymmQuant/add_1"; +"7048 maskrcnn/tf.math.subtract_68/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "7049 maskrcnn/tf.math.subtract_68/fake_quantize/AsymmQuant/ReadVariableOp"; +"7048 maskrcnn/tf.math.subtract_68/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "7051 maskrcnn/tf.math.subtract_68/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"7049 maskrcnn/tf.math.subtract_68/fake_quantize/AsymmQuant/ReadVariableOp" -> "7050 maskrcnn/tf.math.subtract_68/fake_quantize/AsymmQuant/add_1"; +"7050 maskrcnn/tf.math.subtract_68/fake_quantize/AsymmQuant/add_1" -> "7052 maskrcnn/tf.math.subtract_68/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"7051 maskrcnn/tf.math.subtract_68/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "7052 maskrcnn/tf.math.subtract_68/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"7052 maskrcnn/tf.math.subtract_68/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "7077 maskrcnn/tf.math.subtract_70/Sub"; +"7052 maskrcnn/tf.math.subtract_68/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "7115 maskrcnn/tf.stack_22/stack"; +"7053 maskrcnn/tf.math.subtract_67/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "7054 maskrcnn/tf.math.subtract_67/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"7054 maskrcnn/tf.math.subtract_67/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "7055 maskrcnn/tf.math.subtract_67/fake_quantize/AsymmQuant/Abs"; +"7055 maskrcnn/tf.math.subtract_67/fake_quantize/AsymmQuant/Abs" -> "7057 maskrcnn/tf.math.subtract_67/fake_quantize/AsymmQuant/add"; +"7056 maskrcnn/tf.math.subtract_67/fake_quantize/AsymmQuant/add/y" -> "7057 maskrcnn/tf.math.subtract_67/fake_quantize/AsymmQuant/add"; +"7057 maskrcnn/tf.math.subtract_67/fake_quantize/AsymmQuant/add" -> "7060 maskrcnn/tf.math.subtract_67/fake_quantize/AsymmQuant/add_1"; +"7058 maskrcnn/tf.math.subtract_67/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "7059 maskrcnn/tf.math.subtract_67/fake_quantize/AsymmQuant/ReadVariableOp"; +"7058 maskrcnn/tf.math.subtract_67/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "7061 maskrcnn/tf.math.subtract_67/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"7059 maskrcnn/tf.math.subtract_67/fake_quantize/AsymmQuant/ReadVariableOp" -> "7060 maskrcnn/tf.math.subtract_67/fake_quantize/AsymmQuant/add_1"; +"7060 maskrcnn/tf.math.subtract_67/fake_quantize/AsymmQuant/add_1" -> "7062 maskrcnn/tf.math.subtract_67/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"7061 maskrcnn/tf.math.subtract_67/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "7062 maskrcnn/tf.math.subtract_67/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"7062 maskrcnn/tf.math.subtract_67/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "7079 maskrcnn/tf.math.subtract_69/Sub"; +"7062 maskrcnn/tf.math.subtract_67/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "7116 maskrcnn/tf.stack_21/stack"; +"7063 maskrcnn/tf.__operators__.add_97/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "7064 maskrcnn/tf.__operators__.add_97/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"7064 maskrcnn/tf.__operators__.add_97/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "7065 maskrcnn/tf.__operators__.add_97/fake_quantize/AsymmQuant/Abs"; +"7065 maskrcnn/tf.__operators__.add_97/fake_quantize/AsymmQuant/Abs" -> "7067 maskrcnn/tf.__operators__.add_97/fake_quantize/AsymmQuant/add"; +"7066 maskrcnn/tf.__operators__.add_97/fake_quantize/AsymmQuant/add/y" -> "7067 maskrcnn/tf.__operators__.add_97/fake_quantize/AsymmQuant/add"; +"7067 maskrcnn/tf.__operators__.add_97/fake_quantize/AsymmQuant/add" -> "7070 maskrcnn/tf.__operators__.add_97/fake_quantize/AsymmQuant/add_1"; +"7068 maskrcnn/tf.__operators__.add_97/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "7069 maskrcnn/tf.__operators__.add_97/fake_quantize/AsymmQuant/ReadVariableOp"; +"7068 maskrcnn/tf.__operators__.add_97/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "7071 maskrcnn/tf.__operators__.add_97/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"7069 maskrcnn/tf.__operators__.add_97/fake_quantize/AsymmQuant/ReadVariableOp" -> "7070 maskrcnn/tf.__operators__.add_97/fake_quantize/AsymmQuant/add_1"; +"7070 maskrcnn/tf.__operators__.add_97/fake_quantize/AsymmQuant/add_1" -> "7072 maskrcnn/tf.__operators__.add_97/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"7071 maskrcnn/tf.__operators__.add_97/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "7072 maskrcnn/tf.__operators__.add_97/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"7072 maskrcnn/tf.__operators__.add_97/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "7080 maskrcnn/tf.math.minimum_25/Minimum"; +"7073 maskrcnn/tf.expand_dims_30/ExpandDims/dim" -> "7074 maskrcnn/tf.expand_dims_30/ExpandDims"; +"7074 maskrcnn/tf.expand_dims_30/ExpandDims" -> "7080 maskrcnn/tf.math.minimum_25/Minimum"; +"7075 maskrcnn/tf.stack_20/stack" -> "7090 maskrcnn/tf.reshape_52/Reshape"; +"7077 maskrcnn/tf.math.subtract_70/Sub" -> "7100 maskrcnn/tf.math.subtract_70/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"7079 maskrcnn/tf.math.subtract_69/Sub" -> "7110 maskrcnn/tf.math.subtract_69/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"7080 maskrcnn/tf.math.minimum_25/Minimum" -> "7111 maskrcnn/tf.stack_19/stack"; +"7086 maskrcnn/tf.compat.v1.gather_4/GatherV2/params" -> 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maskrcnn/tf.math.subtract_70/fake_quantize/AsymmQuant/add"; +"7095 maskrcnn/tf.math.subtract_70/fake_quantize/AsymmQuant/add" -> "7098 maskrcnn/tf.math.subtract_70/fake_quantize/AsymmQuant/add_1"; +"7096 maskrcnn/tf.math.subtract_70/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "7097 maskrcnn/tf.math.subtract_70/fake_quantize/AsymmQuant/ReadVariableOp"; +"7096 maskrcnn/tf.math.subtract_70/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "7099 maskrcnn/tf.math.subtract_70/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"7097 maskrcnn/tf.math.subtract_70/fake_quantize/AsymmQuant/ReadVariableOp" -> "7098 maskrcnn/tf.math.subtract_70/fake_quantize/AsymmQuant/add_1"; +"7098 maskrcnn/tf.math.subtract_70/fake_quantize/AsymmQuant/add_1" -> "7100 maskrcnn/tf.math.subtract_70/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"7099 maskrcnn/tf.math.subtract_70/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "7100 maskrcnn/tf.math.subtract_70/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"7100 maskrcnn/tf.math.subtract_70/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "7115 maskrcnn/tf.stack_22/stack"; +"7101 maskrcnn/tf.math.subtract_69/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "7102 maskrcnn/tf.math.subtract_69/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"7102 maskrcnn/tf.math.subtract_69/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "7103 maskrcnn/tf.math.subtract_69/fake_quantize/AsymmQuant/Abs"; +"7103 maskrcnn/tf.math.subtract_69/fake_quantize/AsymmQuant/Abs" -> "7105 maskrcnn/tf.math.subtract_69/fake_quantize/AsymmQuant/add"; +"7104 maskrcnn/tf.math.subtract_69/fake_quantize/AsymmQuant/add/y" -> "7105 maskrcnn/tf.math.subtract_69/fake_quantize/AsymmQuant/add"; +"7105 maskrcnn/tf.math.subtract_69/fake_quantize/AsymmQuant/add" -> "7108 maskrcnn/tf.math.subtract_69/fake_quantize/AsymmQuant/add_1"; +"7106 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maskrcnn/mask-conv-l0/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"7248 maskrcnn/mask-conv-l0/fake_quantize/AsymmQuant/ReadVariableOp" -> "7249 maskrcnn/mask-conv-l0/fake_quantize/AsymmQuant/add_1"; +"7249 maskrcnn/mask-conv-l0/fake_quantize/AsymmQuant/add_1" -> "7251 maskrcnn/mask-conv-l0/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"7250 maskrcnn/mask-conv-l0/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "7251 maskrcnn/mask-conv-l0/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"7251 maskrcnn/mask-conv-l0/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "7263 maskrcnn/mask-conv-l1/Conv2D"; +"7252 maskrcnn/mask-conv-l1/SymmQuant/Abs/ReadVariableOp/resource" -> "7253 maskrcnn/mask-conv-l1/SymmQuant/Abs/ReadVariableOp"; +"7253 maskrcnn/mask-conv-l1/SymmQuant/Abs/ReadVariableOp" -> "7254 maskrcnn/mask-conv-l1/SymmQuant/Abs"; +"7254 maskrcnn/mask-conv-l1/SymmQuant/Abs" -> "7256 maskrcnn/mask-conv-l1/SymmQuant/add"; +"7255 maskrcnn/mask-conv-l1/SymmQuant/add/y" -> "7256 maskrcnn/mask-conv-l1/SymmQuant/add"; +"7256 maskrcnn/mask-conv-l1/SymmQuant/add" -> "7259 maskrcnn/mask-conv-l1/SymmQuant/mul"; +"7256 maskrcnn/mask-conv-l1/SymmQuant/add" -> "7262 maskrcnn/mask-conv-l1/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"7257 maskrcnn/mask-conv-l1/SymmQuant/mul/ReadVariableOp/resource" -> "7258 maskrcnn/mask-conv-l1/SymmQuant/mul/ReadVariableOp"; +"7258 maskrcnn/mask-conv-l1/SymmQuant/mul/ReadVariableOp" -> "7259 maskrcnn/mask-conv-l1/SymmQuant/mul"; +"7259 maskrcnn/mask-conv-l1/SymmQuant/mul" -> "7262 maskrcnn/mask-conv-l1/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"7260 maskrcnn/mask-conv-l1/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "7261 maskrcnn/mask-conv-l1/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; +"7261 maskrcnn/mask-conv-l1/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "7262 maskrcnn/mask-conv-l1/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"7262 maskrcnn/mask-conv-l1/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "7263 maskrcnn/mask-conv-l1/Conv2D"; +"7263 maskrcnn/mask-conv-l1/Conv2D" -> "7266 maskrcnn/mask-conv-l1/BiasAdd"; +"7264 maskrcnn/mask-conv-l1/BiasAdd/ReadVariableOp/resource" -> "7265 maskrcnn/mask-conv-l1/BiasAdd/ReadVariableOp"; +"7265 maskrcnn/mask-conv-l1/BiasAdd/ReadVariableOp" -> "7266 maskrcnn/mask-conv-l1/BiasAdd"; +"7266 maskrcnn/mask-conv-l1/BiasAdd" -> "7267 maskrcnn/mask-conv-l1/Relu"; +"7267 maskrcnn/mask-conv-l1/Relu" -> "7277 maskrcnn/mask-conv-l1/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"7268 maskrcnn/mask-conv-l1/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "7269 maskrcnn/mask-conv-l1/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"7269 maskrcnn/mask-conv-l1/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "7270 maskrcnn/mask-conv-l1/fake_quantize/AsymmQuant/Abs"; +"7270 maskrcnn/mask-conv-l1/fake_quantize/AsymmQuant/Abs" -> "7272 maskrcnn/mask-conv-l1/fake_quantize/AsymmQuant/add"; +"7271 maskrcnn/mask-conv-l1/fake_quantize/AsymmQuant/add/y" -> "7272 maskrcnn/mask-conv-l1/fake_quantize/AsymmQuant/add"; +"7272 maskrcnn/mask-conv-l1/fake_quantize/AsymmQuant/add" -> "7275 maskrcnn/mask-conv-l1/fake_quantize/AsymmQuant/add_1"; +"7273 maskrcnn/mask-conv-l1/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "7274 maskrcnn/mask-conv-l1/fake_quantize/AsymmQuant/ReadVariableOp"; +"7273 maskrcnn/mask-conv-l1/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "7276 maskrcnn/mask-conv-l1/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"7274 maskrcnn/mask-conv-l1/fake_quantize/AsymmQuant/ReadVariableOp" -> "7275 maskrcnn/mask-conv-l1/fake_quantize/AsymmQuant/add_1"; +"7275 maskrcnn/mask-conv-l1/fake_quantize/AsymmQuant/add_1" -> "7277 maskrcnn/mask-conv-l1/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"7276 maskrcnn/mask-conv-l1/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "7277 maskrcnn/mask-conv-l1/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"7277 maskrcnn/mask-conv-l1/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "7289 maskrcnn/mask-conv-l2/Conv2D"; +"7278 maskrcnn/mask-conv-l2/SymmQuant/Abs/ReadVariableOp/resource" -> "7279 maskrcnn/mask-conv-l2/SymmQuant/Abs/ReadVariableOp"; +"7279 maskrcnn/mask-conv-l2/SymmQuant/Abs/ReadVariableOp" -> "7280 maskrcnn/mask-conv-l2/SymmQuant/Abs"; +"7280 maskrcnn/mask-conv-l2/SymmQuant/Abs" -> "7282 maskrcnn/mask-conv-l2/SymmQuant/add"; +"7281 maskrcnn/mask-conv-l2/SymmQuant/add/y" -> "7282 maskrcnn/mask-conv-l2/SymmQuant/add"; +"7282 maskrcnn/mask-conv-l2/SymmQuant/add" -> "7285 maskrcnn/mask-conv-l2/SymmQuant/mul"; +"7282 maskrcnn/mask-conv-l2/SymmQuant/add" -> "7288 maskrcnn/mask-conv-l2/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"7283 maskrcnn/mask-conv-l2/SymmQuant/mul/ReadVariableOp/resource" -> "7284 maskrcnn/mask-conv-l2/SymmQuant/mul/ReadVariableOp"; +"7284 maskrcnn/mask-conv-l2/SymmQuant/mul/ReadVariableOp" -> "7285 maskrcnn/mask-conv-l2/SymmQuant/mul"; +"7285 maskrcnn/mask-conv-l2/SymmQuant/mul" -> "7288 maskrcnn/mask-conv-l2/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"7286 maskrcnn/mask-conv-l2/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "7287 maskrcnn/mask-conv-l2/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; +"7287 maskrcnn/mask-conv-l2/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "7288 maskrcnn/mask-conv-l2/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"7288 maskrcnn/mask-conv-l2/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "7289 maskrcnn/mask-conv-l2/Conv2D"; +"7289 maskrcnn/mask-conv-l2/Conv2D" -> "7292 maskrcnn/mask-conv-l2/BiasAdd"; +"7290 maskrcnn/mask-conv-l2/BiasAdd/ReadVariableOp/resource" -> "7291 maskrcnn/mask-conv-l2/BiasAdd/ReadVariableOp"; +"7291 maskrcnn/mask-conv-l2/BiasAdd/ReadVariableOp" -> "7292 maskrcnn/mask-conv-l2/BiasAdd"; +"7292 maskrcnn/mask-conv-l2/BiasAdd" -> "7293 maskrcnn/mask-conv-l2/Relu"; +"7293 maskrcnn/mask-conv-l2/Relu" -> "7303 maskrcnn/mask-conv-l2/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"7294 maskrcnn/mask-conv-l2/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "7295 maskrcnn/mask-conv-l2/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"7295 maskrcnn/mask-conv-l2/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "7296 maskrcnn/mask-conv-l2/fake_quantize/AsymmQuant/Abs"; +"7296 maskrcnn/mask-conv-l2/fake_quantize/AsymmQuant/Abs" -> "7298 maskrcnn/mask-conv-l2/fake_quantize/AsymmQuant/add"; +"7297 maskrcnn/mask-conv-l2/fake_quantize/AsymmQuant/add/y" -> "7298 maskrcnn/mask-conv-l2/fake_quantize/AsymmQuant/add"; +"7298 maskrcnn/mask-conv-l2/fake_quantize/AsymmQuant/add" -> "7301 maskrcnn/mask-conv-l2/fake_quantize/AsymmQuant/add_1"; +"7299 maskrcnn/mask-conv-l2/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "7300 maskrcnn/mask-conv-l2/fake_quantize/AsymmQuant/ReadVariableOp"; +"7299 maskrcnn/mask-conv-l2/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "7302 maskrcnn/mask-conv-l2/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"7300 maskrcnn/mask-conv-l2/fake_quantize/AsymmQuant/ReadVariableOp" -> "7301 maskrcnn/mask-conv-l2/fake_quantize/AsymmQuant/add_1"; +"7301 maskrcnn/mask-conv-l2/fake_quantize/AsymmQuant/add_1" -> "7303 maskrcnn/mask-conv-l2/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"7302 maskrcnn/mask-conv-l2/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "7303 maskrcnn/mask-conv-l2/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"7303 maskrcnn/mask-conv-l2/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "7315 maskrcnn/mask-conv-l3/Conv2D"; +"7304 maskrcnn/mask-conv-l3/SymmQuant/Abs/ReadVariableOp/resource" -> "7305 maskrcnn/mask-conv-l3/SymmQuant/Abs/ReadVariableOp"; +"7305 maskrcnn/mask-conv-l3/SymmQuant/Abs/ReadVariableOp" -> "7306 maskrcnn/mask-conv-l3/SymmQuant/Abs"; +"7306 maskrcnn/mask-conv-l3/SymmQuant/Abs" -> "7308 maskrcnn/mask-conv-l3/SymmQuant/add"; +"7307 maskrcnn/mask-conv-l3/SymmQuant/add/y" -> "7308 maskrcnn/mask-conv-l3/SymmQuant/add"; +"7308 maskrcnn/mask-conv-l3/SymmQuant/add" -> "7311 maskrcnn/mask-conv-l3/SymmQuant/mul"; +"7308 maskrcnn/mask-conv-l3/SymmQuant/add" -> "7314 maskrcnn/mask-conv-l3/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"7309 maskrcnn/mask-conv-l3/SymmQuant/mul/ReadVariableOp/resource" -> "7310 maskrcnn/mask-conv-l3/SymmQuant/mul/ReadVariableOp"; +"7310 maskrcnn/mask-conv-l3/SymmQuant/mul/ReadVariableOp" -> "7311 maskrcnn/mask-conv-l3/SymmQuant/mul"; +"7311 maskrcnn/mask-conv-l3/SymmQuant/mul" -> "7314 maskrcnn/mask-conv-l3/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"7312 maskrcnn/mask-conv-l3/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "7313 maskrcnn/mask-conv-l3/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; +"7313 maskrcnn/mask-conv-l3/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "7314 maskrcnn/mask-conv-l3/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"7314 maskrcnn/mask-conv-l3/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "7315 maskrcnn/mask-conv-l3/Conv2D"; +"7315 maskrcnn/mask-conv-l3/Conv2D" -> "7318 maskrcnn/mask-conv-l3/BiasAdd"; +"7316 maskrcnn/mask-conv-l3/BiasAdd/ReadVariableOp/resource" -> "7317 maskrcnn/mask-conv-l3/BiasAdd/ReadVariableOp"; +"7317 maskrcnn/mask-conv-l3/BiasAdd/ReadVariableOp" -> "7318 maskrcnn/mask-conv-l3/BiasAdd"; +"7318 maskrcnn/mask-conv-l3/BiasAdd" -> "7319 maskrcnn/mask-conv-l3/Relu"; +"7319 maskrcnn/mask-conv-l3/Relu" -> "7329 maskrcnn/mask-conv-l3/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"7320 maskrcnn/mask-conv-l3/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "7321 maskrcnn/mask-conv-l3/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"7321 maskrcnn/mask-conv-l3/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "7322 maskrcnn/mask-conv-l3/fake_quantize/AsymmQuant/Abs"; +"7322 maskrcnn/mask-conv-l3/fake_quantize/AsymmQuant/Abs" -> "7324 maskrcnn/mask-conv-l3/fake_quantize/AsymmQuant/add"; +"7323 maskrcnn/mask-conv-l3/fake_quantize/AsymmQuant/add/y" -> "7324 maskrcnn/mask-conv-l3/fake_quantize/AsymmQuant/add"; +"7324 maskrcnn/mask-conv-l3/fake_quantize/AsymmQuant/add" -> "7327 maskrcnn/mask-conv-l3/fake_quantize/AsymmQuant/add_1"; +"7325 maskrcnn/mask-conv-l3/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "7326 maskrcnn/mask-conv-l3/fake_quantize/AsymmQuant/ReadVariableOp"; +"7325 maskrcnn/mask-conv-l3/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "7328 maskrcnn/mask-conv-l3/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"7326 maskrcnn/mask-conv-l3/fake_quantize/AsymmQuant/ReadVariableOp" -> "7327 maskrcnn/mask-conv-l3/fake_quantize/AsymmQuant/add_1"; +"7327 maskrcnn/mask-conv-l3/fake_quantize/AsymmQuant/add_1" -> "7329 maskrcnn/mask-conv-l3/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"7328 maskrcnn/mask-conv-l3/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "7329 maskrcnn/mask-conv-l3/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"7329 maskrcnn/mask-conv-l3/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "7358 maskrcnn/conv5-mask/conv2d_transpose"; +"7330 maskrcnn/conv5-mask/transpose/ReadVariableOp/resource" -> "7331 maskrcnn/conv5-mask/transpose/ReadVariableOp"; +"7331 maskrcnn/conv5-mask/transpose/ReadVariableOp" -> "7333 maskrcnn/conv5-mask/transpose"; +"7332 maskrcnn/conv5-mask/transpose/perm" -> "7333 maskrcnn/conv5-mask/transpose"; +"7333 maskrcnn/conv5-mask/transpose" -> "7342 maskrcnn/conv5-mask/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"7334 maskrcnn/conv5-mask/SymmQuant/Abs/ReadVariableOp/resource" -> "7335 maskrcnn/conv5-mask/SymmQuant/Abs/ReadVariableOp"; +"7335 maskrcnn/conv5-mask/SymmQuant/Abs/ReadVariableOp" -> "7336 maskrcnn/conv5-mask/SymmQuant/Abs"; +"7336 maskrcnn/conv5-mask/SymmQuant/Abs" -> "7338 maskrcnn/conv5-mask/SymmQuant/add"; +"7337 maskrcnn/conv5-mask/SymmQuant/add/y" -> "7338 maskrcnn/conv5-mask/SymmQuant/add"; +"7338 maskrcnn/conv5-mask/SymmQuant/add" -> "7341 maskrcnn/conv5-mask/SymmQuant/mul"; +"7338 maskrcnn/conv5-mask/SymmQuant/add" -> "7342 maskrcnn/conv5-mask/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"7339 maskrcnn/conv5-mask/SymmQuant/mul/ReadVariableOp/resource" -> "7340 maskrcnn/conv5-mask/SymmQuant/mul/ReadVariableOp"; +"7340 maskrcnn/conv5-mask/SymmQuant/mul/ReadVariableOp" -> "7341 maskrcnn/conv5-mask/SymmQuant/mul"; +"7341 maskrcnn/conv5-mask/SymmQuant/mul" -> "7342 maskrcnn/conv5-mask/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"7342 maskrcnn/conv5-mask/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "7344 maskrcnn/conv5-mask/transpose_1"; +"7343 maskrcnn/conv5-mask/transpose_1/perm" -> "7344 maskrcnn/conv5-mask/transpose_1"; +"7344 maskrcnn/conv5-mask/transpose_1" -> "7358 maskrcnn/conv5-mask/conv2d_transpose"; +"7345 maskrcnn/conv5-mask/Shape" -> "7349 maskrcnn/conv5-mask/strided_slice"; +"7346 maskrcnn/conv5-mask/strided_slice/stack" -> "7349 maskrcnn/conv5-mask/strided_slice"; +"7347 maskrcnn/conv5-mask/strided_slice/stack_1" -> "7349 maskrcnn/conv5-mask/strided_slice"; +"7348 maskrcnn/conv5-mask/strided_slice/stack_2" -> "7349 maskrcnn/conv5-mask/strided_slice"; +"7349 maskrcnn/conv5-mask/strided_slice" -> "7353 maskrcnn/conv5-mask/stack"; +"7350 maskrcnn/conv5-mask/stack/1" -> "7353 maskrcnn/conv5-mask/stack"; +"7351 maskrcnn/conv5-mask/stack/2" -> "7353 maskrcnn/conv5-mask/stack"; +"7352 maskrcnn/conv5-mask/stack/3" -> "7353 maskrcnn/conv5-mask/stack"; +"7353 maskrcnn/conv5-mask/stack" -> "7357 maskrcnn/conv5-mask/strided_slice_1"; +"7353 maskrcnn/conv5-mask/stack" -> "7358 maskrcnn/conv5-mask/conv2d_transpose"; +"7354 maskrcnn/conv5-mask/strided_slice_1/stack" -> "7357 maskrcnn/conv5-mask/strided_slice_1"; +"7355 maskrcnn/conv5-mask/strided_slice_1/stack_1" -> "7357 maskrcnn/conv5-mask/strided_slice_1"; +"7356 maskrcnn/conv5-mask/strided_slice_1/stack_2" -> "7357 maskrcnn/conv5-mask/strided_slice_1"; +"7358 maskrcnn/conv5-mask/conv2d_transpose" -> "7361 maskrcnn/conv5-mask/BiasAdd"; +"7359 maskrcnn/conv5-mask/BiasAdd/ReadVariableOp/resource" -> "7360 maskrcnn/conv5-mask/BiasAdd/ReadVariableOp"; +"7360 maskrcnn/conv5-mask/BiasAdd/ReadVariableOp" -> "7361 maskrcnn/conv5-mask/BiasAdd"; +"7361 maskrcnn/conv5-mask/BiasAdd" -> "7362 maskrcnn/conv5-mask/Relu"; +"7362 maskrcnn/conv5-mask/Relu" -> "7372 maskrcnn/conv5-mask/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"7363 maskrcnn/conv5-mask/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "7364 maskrcnn/conv5-mask/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; +"7364 maskrcnn/conv5-mask/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "7365 maskrcnn/conv5-mask/fake_quantize/AsymmQuant/Abs"; +"7365 maskrcnn/conv5-mask/fake_quantize/AsymmQuant/Abs" -> "7367 maskrcnn/conv5-mask/fake_quantize/AsymmQuant/add"; +"7366 maskrcnn/conv5-mask/fake_quantize/AsymmQuant/add/y" -> "7367 maskrcnn/conv5-mask/fake_quantize/AsymmQuant/add"; +"7367 maskrcnn/conv5-mask/fake_quantize/AsymmQuant/add" -> "7370 maskrcnn/conv5-mask/fake_quantize/AsymmQuant/add_1"; +"7368 maskrcnn/conv5-mask/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "7369 maskrcnn/conv5-mask/fake_quantize/AsymmQuant/ReadVariableOp"; +"7368 maskrcnn/conv5-mask/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "7371 maskrcnn/conv5-mask/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"7369 maskrcnn/conv5-mask/fake_quantize/AsymmQuant/ReadVariableOp" -> "7370 maskrcnn/conv5-mask/fake_quantize/AsymmQuant/add_1"; +"7370 maskrcnn/conv5-mask/fake_quantize/AsymmQuant/add_1" -> "7372 maskrcnn/conv5-mask/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"7371 maskrcnn/conv5-mask/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "7372 maskrcnn/conv5-mask/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; +"7372 maskrcnn/conv5-mask/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "7387 maskrcnn/mask_fcn_logits/Conv2D"; +"7373 maskrcnn/tf.cast_32/Cast" -> "7375 maskrcnn/tf.__operators__.add_67/AddV2"; +"7374 maskrcnn/tf.__operators__.add_67/y" -> "7375 maskrcnn/tf.__operators__.add_67/AddV2"; +"7375 maskrcnn/tf.__operators__.add_67/AddV2" -> "20390 maskrcnn/tf.stack_23/stack_1"; +"7375 maskrcnn/tf.__operators__.add_67/AddV2" -> "20396 Identity_3"; +"7376 maskrcnn/mask_fcn_logits/SymmQuant/Abs/ReadVariableOp/resource" -> "7377 maskrcnn/mask_fcn_logits/SymmQuant/Abs/ReadVariableOp"; +"7377 maskrcnn/mask_fcn_logits/SymmQuant/Abs/ReadVariableOp" -> "7378 maskrcnn/mask_fcn_logits/SymmQuant/Abs"; +"7378 maskrcnn/mask_fcn_logits/SymmQuant/Abs" -> "7380 maskrcnn/mask_fcn_logits/SymmQuant/add"; +"7379 maskrcnn/mask_fcn_logits/SymmQuant/add/y" -> "7380 maskrcnn/mask_fcn_logits/SymmQuant/add"; +"7380 maskrcnn/mask_fcn_logits/SymmQuant/add" -> "7383 maskrcnn/mask_fcn_logits/SymmQuant/mul"; +"7380 maskrcnn/mask_fcn_logits/SymmQuant/add" -> "7386 maskrcnn/mask_fcn_logits/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"7381 maskrcnn/mask_fcn_logits/SymmQuant/mul/ReadVariableOp/resource" -> "7382 maskrcnn/mask_fcn_logits/SymmQuant/mul/ReadVariableOp"; +"7382 maskrcnn/mask_fcn_logits/SymmQuant/mul/ReadVariableOp" -> "7383 maskrcnn/mask_fcn_logits/SymmQuant/mul"; +"7383 maskrcnn/mask_fcn_logits/SymmQuant/mul" -> "7386 maskrcnn/mask_fcn_logits/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"7384 maskrcnn/mask_fcn_logits/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "7385 maskrcnn/mask_fcn_logits/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; +"7385 maskrcnn/mask_fcn_logits/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "7386 maskrcnn/mask_fcn_logits/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; +"7386 maskrcnn/mask_fcn_logits/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "7387 maskrcnn/mask_fcn_logits/Conv2D"; +"7387 maskrcnn/mask_fcn_logits/Conv2D" -> "7390 maskrcnn/mask_fcn_logits/BiasAdd"; +"7388 maskrcnn/mask_fcn_logits/BiasAdd/ReadVariableOp/resource" -> "7389 maskrcnn/mask_fcn_logits/BiasAdd/ReadVariableOp"; +"7389 maskrcnn/mask_fcn_logits/BiasAdd/ReadVariableOp" -> "7390 maskrcnn/mask_fcn_logits/BiasAdd"; +"7390 maskrcnn/mask_fcn_logits/BiasAdd" -> "7392 maskrcnn/tf.reshape_63/Reshape"; +"7391 maskrcnn/tf.reshape_63/Reshape/shape" -> "7392 maskrcnn/tf.reshape_63/Reshape"; +"7392 maskrcnn/tf.reshape_63/Reshape" -> "7394 maskrcnn/tf.compat.v1.transpose/transpose"; +"7393 maskrcnn/tf.compat.v1.transpose/transpose/perm" -> "7394 maskrcnn/tf.compat.v1.transpose/transpose"; +"7394 maskrcnn/tf.compat.v1.transpose/transpose" -> "20391 maskrcnn/tf.compat.v1.gather_nd_1/GatherNd"; +"20195 maskrcnn/tf.stack_23/stack/0" -> "20259 maskrcnn/tf.stack_23/stack"; +"20196 maskrcnn/tf.stack_23/stack/1" -> "20259 maskrcnn/tf.stack_23/stack"; +"20197 maskrcnn/tf.stack_23/stack/2" -> "20259 maskrcnn/tf.stack_23/stack"; +"20198 maskrcnn/tf.stack_23/stack/3" -> "20259 maskrcnn/tf.stack_23/stack"; +"20199 maskrcnn/tf.stack_23/stack/4" -> "20259 maskrcnn/tf.stack_23/stack"; +"20200 maskrcnn/tf.stack_23/stack/5" -> "20259 maskrcnn/tf.stack_23/stack"; +"20201 maskrcnn/tf.stack_23/stack/6" -> "20259 maskrcnn/tf.stack_23/stack"; +"20202 maskrcnn/tf.stack_23/stack/7" -> "20259 maskrcnn/tf.stack_23/stack"; +"20203 maskrcnn/tf.stack_23/stack/8" -> "20259 maskrcnn/tf.stack_23/stack"; +"20204 maskrcnn/tf.stack_23/stack/9" -> "20259 maskrcnn/tf.stack_23/stack"; +"20205 maskrcnn/tf.stack_23/stack/10" -> "20259 maskrcnn/tf.stack_23/stack"; +"20206 maskrcnn/tf.stack_23/stack/11" -> "20259 maskrcnn/tf.stack_23/stack"; +"20207 maskrcnn/tf.stack_23/stack/12" -> "20259 maskrcnn/tf.stack_23/stack"; +"20208 maskrcnn/tf.stack_23/stack/13" -> "20259 maskrcnn/tf.stack_23/stack"; +"20209 maskrcnn/tf.stack_23/stack/14" -> "20259 maskrcnn/tf.stack_23/stack"; +"20210 maskrcnn/tf.stack_23/stack/15" -> "20259 maskrcnn/tf.stack_23/stack"; +"20211 maskrcnn/tf.stack_23/stack/16" -> "20259 maskrcnn/tf.stack_23/stack"; +"20212 maskrcnn/tf.stack_23/stack/17" -> "20259 maskrcnn/tf.stack_23/stack"; +"20213 maskrcnn/tf.stack_23/stack/18" -> "20259 maskrcnn/tf.stack_23/stack"; +"20214 maskrcnn/tf.stack_23/stack/19" -> "20259 maskrcnn/tf.stack_23/stack"; +"20215 maskrcnn/tf.stack_23/stack/20" -> "20259 maskrcnn/tf.stack_23/stack"; +"20216 maskrcnn/tf.stack_23/stack/21" -> "20259 maskrcnn/tf.stack_23/stack"; +"20217 maskrcnn/tf.stack_23/stack/22" -> "20259 maskrcnn/tf.stack_23/stack"; +"20218 maskrcnn/tf.stack_23/stack/23" -> "20259 maskrcnn/tf.stack_23/stack"; +"20219 maskrcnn/tf.stack_23/stack/24" -> "20259 maskrcnn/tf.stack_23/stack"; +"20220 maskrcnn/tf.stack_23/stack/25" -> "20259 maskrcnn/tf.stack_23/stack"; +"20221 maskrcnn/tf.stack_23/stack/26" -> "20259 maskrcnn/tf.stack_23/stack"; +"20222 maskrcnn/tf.stack_23/stack/27" -> "20259 maskrcnn/tf.stack_23/stack"; +"20223 maskrcnn/tf.stack_23/stack/28" -> "20259 maskrcnn/tf.stack_23/stack"; +"20224 maskrcnn/tf.stack_23/stack/29" -> "20259 maskrcnn/tf.stack_23/stack"; +"20225 maskrcnn/tf.stack_23/stack/30" -> "20259 maskrcnn/tf.stack_23/stack"; +"20226 maskrcnn/tf.stack_23/stack/31" -> "20259 maskrcnn/tf.stack_23/stack"; +"20227 maskrcnn/tf.stack_23/stack/32" -> "20259 maskrcnn/tf.stack_23/stack"; +"20228 maskrcnn/tf.stack_23/stack/33" -> "20259 maskrcnn/tf.stack_23/stack"; +"20229 maskrcnn/tf.stack_23/stack/34" -> "20259 maskrcnn/tf.stack_23/stack"; +"20230 maskrcnn/tf.stack_23/stack/35" -> "20259 maskrcnn/tf.stack_23/stack"; +"20231 maskrcnn/tf.stack_23/stack/36" -> "20259 maskrcnn/tf.stack_23/stack"; +"20232 maskrcnn/tf.stack_23/stack/37" -> "20259 maskrcnn/tf.stack_23/stack"; +"20233 maskrcnn/tf.stack_23/stack/38" -> "20259 maskrcnn/tf.stack_23/stack"; +"20234 maskrcnn/tf.stack_23/stack/39" -> "20259 maskrcnn/tf.stack_23/stack"; +"20235 maskrcnn/tf.stack_23/stack/40" -> "20259 maskrcnn/tf.stack_23/stack"; +"20236 maskrcnn/tf.stack_23/stack/41" -> "20259 maskrcnn/tf.stack_23/stack"; +"20237 maskrcnn/tf.stack_23/stack/42" -> "20259 maskrcnn/tf.stack_23/stack"; +"20238 maskrcnn/tf.stack_23/stack/43" -> "20259 maskrcnn/tf.stack_23/stack"; +"20239 maskrcnn/tf.stack_23/stack/44" -> "20259 maskrcnn/tf.stack_23/stack"; +"20240 maskrcnn/tf.stack_23/stack/45" -> "20259 maskrcnn/tf.stack_23/stack"; +"20241 maskrcnn/tf.stack_23/stack/46" -> "20259 maskrcnn/tf.stack_23/stack"; +"20242 maskrcnn/tf.stack_23/stack/47" -> "20259 maskrcnn/tf.stack_23/stack"; +"20243 maskrcnn/tf.stack_23/stack/48" -> "20259 maskrcnn/tf.stack_23/stack"; +"20244 maskrcnn/tf.stack_23/stack/49" -> "20259 maskrcnn/tf.stack_23/stack"; +"20245 maskrcnn/tf.stack_23/stack/50" -> "20259 maskrcnn/tf.stack_23/stack"; +"20246 maskrcnn/tf.stack_23/stack/51" -> "20259 maskrcnn/tf.stack_23/stack"; +"20247 maskrcnn/tf.stack_23/stack/52" -> "20259 maskrcnn/tf.stack_23/stack"; +"20248 maskrcnn/tf.stack_23/stack/53" -> "20259 maskrcnn/tf.stack_23/stack"; +"20249 maskrcnn/tf.stack_23/stack/54" -> "20259 maskrcnn/tf.stack_23/stack"; +"20250 maskrcnn/tf.stack_23/stack/55" -> "20259 maskrcnn/tf.stack_23/stack"; +"20251 maskrcnn/tf.stack_23/stack/56" -> "20259 maskrcnn/tf.stack_23/stack"; +"20252 maskrcnn/tf.stack_23/stack/57" -> "20259 maskrcnn/tf.stack_23/stack"; +"20253 maskrcnn/tf.stack_23/stack/58" -> "20259 maskrcnn/tf.stack_23/stack"; +"20254 maskrcnn/tf.stack_23/stack/59" -> "20259 maskrcnn/tf.stack_23/stack"; +"20255 maskrcnn/tf.stack_23/stack/60" -> "20259 maskrcnn/tf.stack_23/stack"; +"20256 maskrcnn/tf.stack_23/stack/61" -> "20259 maskrcnn/tf.stack_23/stack"; +"20257 maskrcnn/tf.stack_23/stack/62" -> "20259 maskrcnn/tf.stack_23/stack"; +"20258 maskrcnn/tf.stack_23/stack/63" -> "20259 maskrcnn/tf.stack_23/stack"; +"20260 maskrcnn/tf.stack_23/stack_1/values_0/0" -> "20324 maskrcnn/tf.stack_23/stack_1/values_0"; +"20261 maskrcnn/tf.stack_23/stack_1/values_0/1" -> "20324 maskrcnn/tf.stack_23/stack_1/values_0"; +"20262 maskrcnn/tf.stack_23/stack_1/values_0/2" -> "20324 maskrcnn/tf.stack_23/stack_1/values_0"; +"20263 maskrcnn/tf.stack_23/stack_1/values_0/3" -> "20324 maskrcnn/tf.stack_23/stack_1/values_0"; +"20264 maskrcnn/tf.stack_23/stack_1/values_0/4" -> "20324 maskrcnn/tf.stack_23/stack_1/values_0"; +"20265 maskrcnn/tf.stack_23/stack_1/values_0/5" -> "20324 maskrcnn/tf.stack_23/stack_1/values_0"; +"20266 maskrcnn/tf.stack_23/stack_1/values_0/6" -> "20324 maskrcnn/tf.stack_23/stack_1/values_0"; +"20267 maskrcnn/tf.stack_23/stack_1/values_0/7" -> "20324 maskrcnn/tf.stack_23/stack_1/values_0"; +"20268 maskrcnn/tf.stack_23/stack_1/values_0/8" -> "20324 maskrcnn/tf.stack_23/stack_1/values_0"; +"20269 maskrcnn/tf.stack_23/stack_1/values_0/9" -> "20324 maskrcnn/tf.stack_23/stack_1/values_0"; +"20270 maskrcnn/tf.stack_23/stack_1/values_0/10" -> "20324 maskrcnn/tf.stack_23/stack_1/values_0"; +"20271 maskrcnn/tf.stack_23/stack_1/values_0/11" -> "20324 maskrcnn/tf.stack_23/stack_1/values_0"; +"20272 maskrcnn/tf.stack_23/stack_1/values_0/12" -> "20324 maskrcnn/tf.stack_23/stack_1/values_0"; +"20273 maskrcnn/tf.stack_23/stack_1/values_0/13" -> "20324 maskrcnn/tf.stack_23/stack_1/values_0"; +"20274 maskrcnn/tf.stack_23/stack_1/values_0/14" -> "20324 maskrcnn/tf.stack_23/stack_1/values_0"; +"20275 maskrcnn/tf.stack_23/stack_1/values_0/15" -> "20324 maskrcnn/tf.stack_23/stack_1/values_0"; +"20276 maskrcnn/tf.stack_23/stack_1/values_0/16" -> "20324 maskrcnn/tf.stack_23/stack_1/values_0"; +"20277 maskrcnn/tf.stack_23/stack_1/values_0/17" -> "20324 maskrcnn/tf.stack_23/stack_1/values_0"; +"20278 maskrcnn/tf.stack_23/stack_1/values_0/18" -> "20324 maskrcnn/tf.stack_23/stack_1/values_0"; +"20279 maskrcnn/tf.stack_23/stack_1/values_0/19" -> "20324 maskrcnn/tf.stack_23/stack_1/values_0"; +"20280 maskrcnn/tf.stack_23/stack_1/values_0/20" -> "20324 maskrcnn/tf.stack_23/stack_1/values_0"; +"20281 maskrcnn/tf.stack_23/stack_1/values_0/21" -> "20324 maskrcnn/tf.stack_23/stack_1/values_0"; +"20282 maskrcnn/tf.stack_23/stack_1/values_0/22" -> "20324 maskrcnn/tf.stack_23/stack_1/values_0"; +"20283 maskrcnn/tf.stack_23/stack_1/values_0/23" -> "20324 maskrcnn/tf.stack_23/stack_1/values_0"; +"20284 maskrcnn/tf.stack_23/stack_1/values_0/24" -> "20324 maskrcnn/tf.stack_23/stack_1/values_0"; +"20285 maskrcnn/tf.stack_23/stack_1/values_0/25" -> "20324 maskrcnn/tf.stack_23/stack_1/values_0"; +"20286 maskrcnn/tf.stack_23/stack_1/values_0/26" -> "20324 maskrcnn/tf.stack_23/stack_1/values_0"; +"20287 maskrcnn/tf.stack_23/stack_1/values_0/27" -> "20324 maskrcnn/tf.stack_23/stack_1/values_0"; +"20288 maskrcnn/tf.stack_23/stack_1/values_0/28" -> "20324 maskrcnn/tf.stack_23/stack_1/values_0"; +"20289 maskrcnn/tf.stack_23/stack_1/values_0/29" -> "20324 maskrcnn/tf.stack_23/stack_1/values_0"; +"20290 maskrcnn/tf.stack_23/stack_1/values_0/30" -> "20324 maskrcnn/tf.stack_23/stack_1/values_0"; +"20291 maskrcnn/tf.stack_23/stack_1/values_0/31" -> "20324 maskrcnn/tf.stack_23/stack_1/values_0"; +"20292 maskrcnn/tf.stack_23/stack_1/values_0/32" -> "20324 maskrcnn/tf.stack_23/stack_1/values_0"; +"20293 maskrcnn/tf.stack_23/stack_1/values_0/33" -> "20324 maskrcnn/tf.stack_23/stack_1/values_0"; +"20294 maskrcnn/tf.stack_23/stack_1/values_0/34" -> "20324 maskrcnn/tf.stack_23/stack_1/values_0"; +"20295 maskrcnn/tf.stack_23/stack_1/values_0/35" -> "20324 maskrcnn/tf.stack_23/stack_1/values_0"; +"20296 maskrcnn/tf.stack_23/stack_1/values_0/36" -> "20324 maskrcnn/tf.stack_23/stack_1/values_0"; +"20297 maskrcnn/tf.stack_23/stack_1/values_0/37" -> "20324 maskrcnn/tf.stack_23/stack_1/values_0"; +"20298 maskrcnn/tf.stack_23/stack_1/values_0/38" -> "20324 maskrcnn/tf.stack_23/stack_1/values_0"; +"20299 maskrcnn/tf.stack_23/stack_1/values_0/39" -> "20324 maskrcnn/tf.stack_23/stack_1/values_0"; +"20300 maskrcnn/tf.stack_23/stack_1/values_0/40" -> "20324 maskrcnn/tf.stack_23/stack_1/values_0"; +"20301 maskrcnn/tf.stack_23/stack_1/values_0/41" -> "20324 maskrcnn/tf.stack_23/stack_1/values_0"; +"20302 maskrcnn/tf.stack_23/stack_1/values_0/42" -> "20324 maskrcnn/tf.stack_23/stack_1/values_0"; +"20303 maskrcnn/tf.stack_23/stack_1/values_0/43" -> "20324 maskrcnn/tf.stack_23/stack_1/values_0"; +"20304 maskrcnn/tf.stack_23/stack_1/values_0/44" -> "20324 maskrcnn/tf.stack_23/stack_1/values_0"; +"20305 maskrcnn/tf.stack_23/stack_1/values_0/45" -> "20324 maskrcnn/tf.stack_23/stack_1/values_0"; +"20306 maskrcnn/tf.stack_23/stack_1/values_0/46" -> "20324 maskrcnn/tf.stack_23/stack_1/values_0"; +"20307 maskrcnn/tf.stack_23/stack_1/values_0/47" -> "20324 maskrcnn/tf.stack_23/stack_1/values_0"; +"20308 maskrcnn/tf.stack_23/stack_1/values_0/48" -> "20324 maskrcnn/tf.stack_23/stack_1/values_0"; +"20309 maskrcnn/tf.stack_23/stack_1/values_0/49" -> "20324 maskrcnn/tf.stack_23/stack_1/values_0"; +"20310 maskrcnn/tf.stack_23/stack_1/values_0/50" -> "20324 maskrcnn/tf.stack_23/stack_1/values_0"; +"20311 maskrcnn/tf.stack_23/stack_1/values_0/51" -> "20324 maskrcnn/tf.stack_23/stack_1/values_0"; +"20312 maskrcnn/tf.stack_23/stack_1/values_0/52" -> "20324 maskrcnn/tf.stack_23/stack_1/values_0"; +"20313 maskrcnn/tf.stack_23/stack_1/values_0/53" -> "20324 maskrcnn/tf.stack_23/stack_1/values_0"; +"20314 maskrcnn/tf.stack_23/stack_1/values_0/54" -> "20324 maskrcnn/tf.stack_23/stack_1/values_0"; +"20315 maskrcnn/tf.stack_23/stack_1/values_0/55" -> "20324 maskrcnn/tf.stack_23/stack_1/values_0"; +"20316 maskrcnn/tf.stack_23/stack_1/values_0/56" -> "20324 maskrcnn/tf.stack_23/stack_1/values_0"; +"20317 maskrcnn/tf.stack_23/stack_1/values_0/57" -> "20324 maskrcnn/tf.stack_23/stack_1/values_0"; +"20318 maskrcnn/tf.stack_23/stack_1/values_0/58" -> "20324 maskrcnn/tf.stack_23/stack_1/values_0"; +"20319 maskrcnn/tf.stack_23/stack_1/values_0/59" -> "20324 maskrcnn/tf.stack_23/stack_1/values_0"; +"20320 maskrcnn/tf.stack_23/stack_1/values_0/60" -> "20324 maskrcnn/tf.stack_23/stack_1/values_0"; +"20321 maskrcnn/tf.stack_23/stack_1/values_0/61" -> "20324 maskrcnn/tf.stack_23/stack_1/values_0"; +"20322 maskrcnn/tf.stack_23/stack_1/values_0/62" -> "20324 maskrcnn/tf.stack_23/stack_1/values_0"; +"20323 maskrcnn/tf.stack_23/stack_1/values_0/63" -> "20324 maskrcnn/tf.stack_23/stack_1/values_0"; +"20324 maskrcnn/tf.stack_23/stack_1/values_0" -> "20390 maskrcnn/tf.stack_23/stack_1"; +"20325 maskrcnn/tf.stack_23/stack_1/values_1/0" -> "20389 maskrcnn/tf.stack_23/stack_1/values_1"; +"20326 maskrcnn/tf.stack_23/stack_1/values_1/1" -> "20389 maskrcnn/tf.stack_23/stack_1/values_1"; +"20327 maskrcnn/tf.stack_23/stack_1/values_1/2" -> "20389 maskrcnn/tf.stack_23/stack_1/values_1"; +"20328 maskrcnn/tf.stack_23/stack_1/values_1/3" -> "20389 maskrcnn/tf.stack_23/stack_1/values_1"; +"20329 maskrcnn/tf.stack_23/stack_1/values_1/4" -> "20389 maskrcnn/tf.stack_23/stack_1/values_1"; +"20330 maskrcnn/tf.stack_23/stack_1/values_1/5" -> "20389 maskrcnn/tf.stack_23/stack_1/values_1"; +"20331 maskrcnn/tf.stack_23/stack_1/values_1/6" -> "20389 maskrcnn/tf.stack_23/stack_1/values_1"; +"20332 maskrcnn/tf.stack_23/stack_1/values_1/7" -> "20389 maskrcnn/tf.stack_23/stack_1/values_1"; +"20333 maskrcnn/tf.stack_23/stack_1/values_1/8" -> "20389 maskrcnn/tf.stack_23/stack_1/values_1"; +"20334 maskrcnn/tf.stack_23/stack_1/values_1/9" -> "20389 maskrcnn/tf.stack_23/stack_1/values_1"; +"20335 maskrcnn/tf.stack_23/stack_1/values_1/10" -> "20389 maskrcnn/tf.stack_23/stack_1/values_1"; +"20336 maskrcnn/tf.stack_23/stack_1/values_1/11" -> "20389 maskrcnn/tf.stack_23/stack_1/values_1"; +"20337 maskrcnn/tf.stack_23/stack_1/values_1/12" -> "20389 maskrcnn/tf.stack_23/stack_1/values_1"; +"20338 maskrcnn/tf.stack_23/stack_1/values_1/13" -> "20389 maskrcnn/tf.stack_23/stack_1/values_1"; +"20339 maskrcnn/tf.stack_23/stack_1/values_1/14" -> "20389 maskrcnn/tf.stack_23/stack_1/values_1"; +"20340 maskrcnn/tf.stack_23/stack_1/values_1/15" -> "20389 maskrcnn/tf.stack_23/stack_1/values_1"; +"20341 maskrcnn/tf.stack_23/stack_1/values_1/16" -> "20389 maskrcnn/tf.stack_23/stack_1/values_1"; +"20342 maskrcnn/tf.stack_23/stack_1/values_1/17" -> "20389 maskrcnn/tf.stack_23/stack_1/values_1"; +"20343 maskrcnn/tf.stack_23/stack_1/values_1/18" -> "20389 maskrcnn/tf.stack_23/stack_1/values_1"; +"20344 maskrcnn/tf.stack_23/stack_1/values_1/19" -> "20389 maskrcnn/tf.stack_23/stack_1/values_1"; +"20345 maskrcnn/tf.stack_23/stack_1/values_1/20" -> "20389 maskrcnn/tf.stack_23/stack_1/values_1"; +"20346 maskrcnn/tf.stack_23/stack_1/values_1/21" -> "20389 maskrcnn/tf.stack_23/stack_1/values_1"; +"20347 maskrcnn/tf.stack_23/stack_1/values_1/22" -> "20389 maskrcnn/tf.stack_23/stack_1/values_1"; +"20348 maskrcnn/tf.stack_23/stack_1/values_1/23" -> "20389 maskrcnn/tf.stack_23/stack_1/values_1"; +"20349 maskrcnn/tf.stack_23/stack_1/values_1/24" -> "20389 maskrcnn/tf.stack_23/stack_1/values_1"; +"20350 maskrcnn/tf.stack_23/stack_1/values_1/25" -> "20389 maskrcnn/tf.stack_23/stack_1/values_1"; +"20351 maskrcnn/tf.stack_23/stack_1/values_1/26" -> "20389 maskrcnn/tf.stack_23/stack_1/values_1"; +"20352 maskrcnn/tf.stack_23/stack_1/values_1/27" -> "20389 maskrcnn/tf.stack_23/stack_1/values_1"; +"20353 maskrcnn/tf.stack_23/stack_1/values_1/28" -> "20389 maskrcnn/tf.stack_23/stack_1/values_1"; +"20354 maskrcnn/tf.stack_23/stack_1/values_1/29" -> "20389 maskrcnn/tf.stack_23/stack_1/values_1"; +"20355 maskrcnn/tf.stack_23/stack_1/values_1/30" -> "20389 maskrcnn/tf.stack_23/stack_1/values_1"; +"20356 maskrcnn/tf.stack_23/stack_1/values_1/31" -> "20389 maskrcnn/tf.stack_23/stack_1/values_1"; +"20357 maskrcnn/tf.stack_23/stack_1/values_1/32" -> "20389 maskrcnn/tf.stack_23/stack_1/values_1"; +"20358 maskrcnn/tf.stack_23/stack_1/values_1/33" -> "20389 maskrcnn/tf.stack_23/stack_1/values_1"; +"20359 maskrcnn/tf.stack_23/stack_1/values_1/34" -> "20389 maskrcnn/tf.stack_23/stack_1/values_1"; +"20360 maskrcnn/tf.stack_23/stack_1/values_1/35" -> "20389 maskrcnn/tf.stack_23/stack_1/values_1"; +"20361 maskrcnn/tf.stack_23/stack_1/values_1/36" -> "20389 maskrcnn/tf.stack_23/stack_1/values_1"; +"20362 maskrcnn/tf.stack_23/stack_1/values_1/37" -> "20389 maskrcnn/tf.stack_23/stack_1/values_1"; +"20363 maskrcnn/tf.stack_23/stack_1/values_1/38" -> "20389 maskrcnn/tf.stack_23/stack_1/values_1"; +"20364 maskrcnn/tf.stack_23/stack_1/values_1/39" -> "20389 maskrcnn/tf.stack_23/stack_1/values_1"; +"20365 maskrcnn/tf.stack_23/stack_1/values_1/40" -> "20389 maskrcnn/tf.stack_23/stack_1/values_1"; +"20366 maskrcnn/tf.stack_23/stack_1/values_1/41" -> "20389 maskrcnn/tf.stack_23/stack_1/values_1"; +"20367 maskrcnn/tf.stack_23/stack_1/values_1/42" -> "20389 maskrcnn/tf.stack_23/stack_1/values_1"; +"20368 maskrcnn/tf.stack_23/stack_1/values_1/43" -> "20389 maskrcnn/tf.stack_23/stack_1/values_1"; +"20369 maskrcnn/tf.stack_23/stack_1/values_1/44" -> "20389 maskrcnn/tf.stack_23/stack_1/values_1"; +"20370 maskrcnn/tf.stack_23/stack_1/values_1/45" -> "20389 maskrcnn/tf.stack_23/stack_1/values_1"; +"20371 maskrcnn/tf.stack_23/stack_1/values_1/46" -> "20389 maskrcnn/tf.stack_23/stack_1/values_1"; +"20372 maskrcnn/tf.stack_23/stack_1/values_1/47" -> "20389 maskrcnn/tf.stack_23/stack_1/values_1"; +"20373 maskrcnn/tf.stack_23/stack_1/values_1/48" -> "20389 maskrcnn/tf.stack_23/stack_1/values_1"; +"20374 maskrcnn/tf.stack_23/stack_1/values_1/49" -> "20389 maskrcnn/tf.stack_23/stack_1/values_1"; +"20375 maskrcnn/tf.stack_23/stack_1/values_1/50" -> "20389 maskrcnn/tf.stack_23/stack_1/values_1"; +"20376 maskrcnn/tf.stack_23/stack_1/values_1/51" -> "20389 maskrcnn/tf.stack_23/stack_1/values_1"; +"20377 maskrcnn/tf.stack_23/stack_1/values_1/52" -> "20389 maskrcnn/tf.stack_23/stack_1/values_1"; +"20378 maskrcnn/tf.stack_23/stack_1/values_1/53" -> "20389 maskrcnn/tf.stack_23/stack_1/values_1"; +"20379 maskrcnn/tf.stack_23/stack_1/values_1/54" -> "20389 maskrcnn/tf.stack_23/stack_1/values_1"; +"20380 maskrcnn/tf.stack_23/stack_1/values_1/55" -> "20389 maskrcnn/tf.stack_23/stack_1/values_1"; +"20381 maskrcnn/tf.stack_23/stack_1/values_1/56" -> "20389 maskrcnn/tf.stack_23/stack_1/values_1"; +"20382 maskrcnn/tf.stack_23/stack_1/values_1/57" -> "20389 maskrcnn/tf.stack_23/stack_1/values_1"; +"20383 maskrcnn/tf.stack_23/stack_1/values_1/58" -> "20389 maskrcnn/tf.stack_23/stack_1/values_1"; +"20384 maskrcnn/tf.stack_23/stack_1/values_1/59" -> "20389 maskrcnn/tf.stack_23/stack_1/values_1"; +"20385 maskrcnn/tf.stack_23/stack_1/values_1/60" -> "20389 maskrcnn/tf.stack_23/stack_1/values_1"; +"20386 maskrcnn/tf.stack_23/stack_1/values_1/61" -> "20389 maskrcnn/tf.stack_23/stack_1/values_1"; +"20387 maskrcnn/tf.stack_23/stack_1/values_1/62" -> "20389 maskrcnn/tf.stack_23/stack_1/values_1"; +"20388 maskrcnn/tf.stack_23/stack_1/values_1/63" -> "20389 maskrcnn/tf.stack_23/stack_1/values_1"; +"20389 maskrcnn/tf.stack_23/stack_1/values_1" -> "20390 maskrcnn/tf.stack_23/stack_1"; +"20390 maskrcnn/tf.stack_23/stack_1" -> "20391 maskrcnn/tf.compat.v1.gather_nd_1/GatherNd"; +"20391 maskrcnn/tf.compat.v1.gather_nd_1/GatherNd" -> "20392 maskrcnn/tf.math.sigmoid_5/Sigmoid"; +"20392 maskrcnn/tf.math.sigmoid_5/Sigmoid" -> "20397 Identity_4"; +} diff --git a/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/mobilenet_v1.pb b/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/mobilenet_v1.pb deleted file mode 120000 index 04f46103cd0..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/mobilenet_v1.pb +++ /dev/null @@ -1 +0,0 @@ -../../../2.8/quantized/w_sym_ch_a_asym_t/mobilenet_v1.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/mobilenet_v1.pb b/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/mobilenet_v1.pb new file mode 100644 index 00000000000..f2c397fe6b5 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/mobilenet_v1.pb @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:77f270184c9e493a47008eb91cd7b8ef755d37ed297c217b679365203245f3eb +size 219455 diff --git a/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/mobilenet_v2.pb b/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/mobilenet_v2.pb deleted file mode 120000 index 655570ff1a5..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/mobilenet_v2.pb +++ /dev/null @@ -1 +0,0 @@ -../../../2.8/quantized/w_sym_ch_a_asym_t/mobilenet_v2.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/mobilenet_v2.pb b/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/mobilenet_v2.pb new file mode 100644 index 00000000000..a2c21759da6 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/mobilenet_v2.pb @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:99011bbcd0b841a9d23692e7682edacc9cc521d39e7ad24d6e6c1d93f8f76471 +size 458124 diff --git a/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/mobilenet_v2_quantize_outputs.pb b/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/mobilenet_v2_quantize_outputs.pb deleted file mode 120000 index 7e322f82ae8..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/mobilenet_v2_quantize_outputs.pb +++ /dev/null @@ -1 +0,0 @@ -../../../2.8/quantized/w_sym_ch_a_asym_t/mobilenet_v2_quantize_outputs.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/mobilenet_v2_quantize_outputs.pb b/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/mobilenet_v2_quantize_outputs.pb new file mode 100644 index 00000000000..e9d2525ad4f --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/mobilenet_v2_quantize_outputs.pb @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f70bd06cb1e1b943ebdda005a9998d3bae6a6dfd0a714fc6f8524e8de7bf1193 +size 460557 diff --git a/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/mobilenet_v3_large.pb b/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/mobilenet_v3_large.pb deleted file mode 120000 index 4ce272bdc14..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/mobilenet_v3_large.pb +++ /dev/null @@ -1 +0,0 @@ -../../../2.8/quantized/w_sym_ch_a_asym_t/mobilenet_v3_large.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/mobilenet_v3_large.pb b/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/mobilenet_v3_large.pb new file mode 100644 index 00000000000..d9644c676ec --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/mobilenet_v3_large.pb @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f61bed953eac7f9bf114574703c49a861614a0453d53e38f97a4a4051fdfe507 +size 631150 diff --git a/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/mobilenet_v3_small.pb b/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/mobilenet_v3_small.pb deleted file mode 120000 index 6393db72c5e..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/mobilenet_v3_small.pb +++ /dev/null @@ -1 +0,0 @@ -../../../2.8/quantized/w_sym_ch_a_asym_t/mobilenet_v3_small.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/mobilenet_v3_small.pb b/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/mobilenet_v3_small.pb new file mode 100644 index 00000000000..41d12b79656 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/mobilenet_v3_small.pb @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5fde7722ed4d720b47d2da11657569c7048fcdd39a16d30c30e0de0f80766d2d +size 539677 diff --git a/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/resnet50.pb b/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/resnet50.pb deleted file mode 120000 index 3d358b5b073..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/resnet50.pb +++ /dev/null @@ -1 +0,0 @@ -../../../2.8/quantized/w_sym_ch_a_asym_t/resnet50.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/resnet50.pb b/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/resnet50.pb new file mode 100644 index 00000000000..87035346a6c --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/resnet50.pb @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:eb5fe3a74c671728c4ba665ec94a43a71ad83ec939085400ff0247a439b13d90 +size 451771 diff --git a/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/resnet50v2.pb b/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/resnet50v2.pb deleted file mode 120000 index 59dc4f8c9dd..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/resnet50v2.pb +++ /dev/null @@ -1 +0,0 @@ -../../../2.8/quantized/w_sym_ch_a_asym_t/resnet50v2.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/resnet50v2.pb b/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/resnet50v2.pb new file mode 100644 index 00000000000..4bc080d5afd --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/resnet50v2.pb @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:33923be38e9cbfaa1cdd9a5483f0f43b700b4a2c4be481e358d3a68bf94074ee +size 477601 diff --git a/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/retinanet.pb b/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/retinanet.pb deleted file mode 120000 index 5856e0292ed..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/retinanet.pb +++ /dev/null @@ -1 +0,0 @@ -../../../2.8/quantized/w_sym_ch_a_asym_t/retinanet.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/retinanet.pb b/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/retinanet.pb new file mode 100644 index 00000000000..59abfb0b193 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/retinanet.pb @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7afc5499ad9856e8da2b253116935a9068eb8b3b768fb98055e727f81a5ca319 +size 1412126 diff --git a/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/retinanet_quantize_outputs.pb b/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/retinanet_quantize_outputs.pb deleted file mode 120000 index 045530738aa..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/retinanet_quantize_outputs.pb +++ /dev/null @@ -1 +0,0 @@ -../../../2.8/quantized/w_sym_ch_a_asym_t/retinanet_quantize_outputs.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/retinanet_quantize_outputs.pb b/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/retinanet_quantize_outputs.pb new file mode 100644 index 00000000000..3d81fb7bdd9 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/retinanet_quantize_outputs.pb @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:314c6348ded296924889a7a9efd7b778d59a5895588c7e70dd749cde34515fb8 +size 1455247 diff --git a/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/sequential_model.pb b/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/sequential_model.pb deleted file mode 120000 index ab12ba08223..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/sequential_model.pb +++ /dev/null @@ -1 +0,0 @@ -../../../2.8/quantized/w_sym_ch_a_asym_t/sequential_model.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/sequential_model.pb b/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/sequential_model.pb new file mode 100644 index 00000000000..ea71b20f31c --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/sequential_model.pb @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6abf4da2254e48c1429d4614b62438ae3b41541e211381f43a1b0083720664d9 +size 15259 diff --git a/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/sequential_model_quantize_outputs.pb b/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/sequential_model_quantize_outputs.pb deleted file mode 120000 index 2f546c35bed..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/sequential_model_quantize_outputs.pb +++ /dev/null @@ -1 +0,0 @@ -../../../2.8/quantized/w_sym_ch_a_asym_t/sequential_model_quantize_outputs.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/sequential_model_quantize_outputs.pb b/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/sequential_model_quantize_outputs.pb new file mode 100644 index 00000000000..32d2a8e8ded --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/sequential_model_quantize_outputs.pb @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8ebad7ec0a9bd8da6071f5b1fa64b780845d4a633751dcb461e63165053d2d49 +size 17378 diff --git a/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/sequential_no_input_model.pb b/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/sequential_no_input_model.pb deleted file mode 120000 index e16c3ad645b..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/sequential_no_input_model.pb +++ /dev/null @@ -1 +0,0 @@ -../../../2.8/quantized/w_sym_ch_a_asym_t/sequential_no_input_model.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/sequential_no_input_model.pb b/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/sequential_no_input_model.pb new file mode 100644 index 00000000000..56ede51891e --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/sequential_no_input_model.pb @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:68f3582d5b573ea6bb7d4722673737083c58cf7fca7274bc9803fcce595dd09b +size 15379 diff --git a/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/shared_layers_model.pb b/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_ch_a_asym_t/shared_layers_model.pb deleted file mode 120000 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maskrcnn/batch_normalization_6/ReadVariableOp" -> "231 maskrcnn/batch_normalization_6/FusedBatchNormV3"; +"225 maskrcnn/batch_normalization_6/ReadVariableOp_1/resource" -> "226 maskrcnn/batch_normalization_6/ReadVariableOp_1"; +"226 maskrcnn/batch_normalization_6/ReadVariableOp_1" -> "231 maskrcnn/batch_normalization_6/FusedBatchNormV3"; +"227 maskrcnn/batch_normalization_6/FusedBatchNormV3/ReadVariableOp/resource" -> "228 maskrcnn/batch_normalization_6/FusedBatchNormV3/ReadVariableOp"; +"228 maskrcnn/batch_normalization_6/FusedBatchNormV3/ReadVariableOp" -> "231 maskrcnn/batch_normalization_6/FusedBatchNormV3"; +"229 maskrcnn/batch_normalization_6/FusedBatchNormV3/ReadVariableOp_1/resource" -> "230 maskrcnn/batch_normalization_6/FusedBatchNormV3/ReadVariableOp_1"; +"230 maskrcnn/batch_normalization_6/FusedBatchNormV3/ReadVariableOp_1" -> "231 maskrcnn/batch_normalization_6/FusedBatchNormV3"; +"231 maskrcnn/batch_normalization_6/FusedBatchNormV3" -> "232 maskrcnn/tf.nn.relu_5/Relu"; +"232 maskrcnn/tf.nn.relu_5/Relu" -> "241 maskrcnn/tf.nn.relu_5/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"233 maskrcnn/tf.nn.relu_5/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "234 maskrcnn/tf.nn.relu_5/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"234 maskrcnn/tf.nn.relu_5/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "235 maskrcnn/tf.nn.relu_5/fake_quantize/SymmQuant/Abs"; +"235 maskrcnn/tf.nn.relu_5/fake_quantize/SymmQuant/Abs" -> "237 maskrcnn/tf.nn.relu_5/fake_quantize/SymmQuant/add"; +"236 maskrcnn/tf.nn.relu_5/fake_quantize/SymmQuant/add/y" -> "237 maskrcnn/tf.nn.relu_5/fake_quantize/SymmQuant/add"; +"237 maskrcnn/tf.nn.relu_5/fake_quantize/SymmQuant/add" -> "240 maskrcnn/tf.nn.relu_5/fake_quantize/SymmQuant/mul"; +"237 maskrcnn/tf.nn.relu_5/fake_quantize/SymmQuant/add" -> "241 maskrcnn/tf.nn.relu_5/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"238 maskrcnn/tf.nn.relu_5/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "239 maskrcnn/tf.nn.relu_5/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"239 maskrcnn/tf.nn.relu_5/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "240 maskrcnn/tf.nn.relu_5/fake_quantize/SymmQuant/mul"; +"240 maskrcnn/tf.nn.relu_5/fake_quantize/SymmQuant/mul" -> "241 maskrcnn/tf.nn.relu_5/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"241 maskrcnn/tf.nn.relu_5/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "253 maskrcnn/conv2d_7/Conv2D"; +"242 maskrcnn/conv2d_7/SymmQuant/Abs/ReadVariableOp/resource" -> "243 maskrcnn/conv2d_7/SymmQuant/Abs/ReadVariableOp"; +"243 maskrcnn/conv2d_7/SymmQuant/Abs/ReadVariableOp" -> "244 maskrcnn/conv2d_7/SymmQuant/Abs"; +"244 maskrcnn/conv2d_7/SymmQuant/Abs" -> "246 maskrcnn/conv2d_7/SymmQuant/add"; +"245 maskrcnn/conv2d_7/SymmQuant/add/y" -> "246 maskrcnn/conv2d_7/SymmQuant/add"; +"246 maskrcnn/conv2d_7/SymmQuant/add" -> "249 maskrcnn/conv2d_7/SymmQuant/mul"; +"246 maskrcnn/conv2d_7/SymmQuant/add" -> "252 maskrcnn/conv2d_7/SymmQuant/FakeQuantWithMinMaxVars"; +"247 maskrcnn/conv2d_7/SymmQuant/mul/ReadVariableOp/resource" -> "248 maskrcnn/conv2d_7/SymmQuant/mul/ReadVariableOp"; +"248 maskrcnn/conv2d_7/SymmQuant/mul/ReadVariableOp" -> "249 maskrcnn/conv2d_7/SymmQuant/mul"; +"249 maskrcnn/conv2d_7/SymmQuant/mul" -> "252 maskrcnn/conv2d_7/SymmQuant/FakeQuantWithMinMaxVars"; +"250 maskrcnn/conv2d_7/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "251 maskrcnn/conv2d_7/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"251 maskrcnn/conv2d_7/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "252 maskrcnn/conv2d_7/SymmQuant/FakeQuantWithMinMaxVars"; +"252 maskrcnn/conv2d_7/SymmQuant/FakeQuantWithMinMaxVars" -> "253 maskrcnn/conv2d_7/Conv2D"; +"253 maskrcnn/conv2d_7/Conv2D" -> "262 maskrcnn/batch_normalization_7/FusedBatchNormV3"; +"254 maskrcnn/batch_normalization_7/ReadVariableOp/resource" -> "255 maskrcnn/batch_normalization_7/ReadVariableOp"; +"255 maskrcnn/batch_normalization_7/ReadVariableOp" -> "262 maskrcnn/batch_normalization_7/FusedBatchNormV3"; +"256 maskrcnn/batch_normalization_7/ReadVariableOp_1/resource" -> "257 maskrcnn/batch_normalization_7/ReadVariableOp_1"; +"257 maskrcnn/batch_normalization_7/ReadVariableOp_1" -> "262 maskrcnn/batch_normalization_7/FusedBatchNormV3"; +"258 maskrcnn/batch_normalization_7/FusedBatchNormV3/ReadVariableOp/resource" -> "259 maskrcnn/batch_normalization_7/FusedBatchNormV3/ReadVariableOp"; +"259 maskrcnn/batch_normalization_7/FusedBatchNormV3/ReadVariableOp" -> "262 maskrcnn/batch_normalization_7/FusedBatchNormV3"; +"260 maskrcnn/batch_normalization_7/FusedBatchNormV3/ReadVariableOp_1/resource" -> "261 maskrcnn/batch_normalization_7/FusedBatchNormV3/ReadVariableOp_1"; +"261 maskrcnn/batch_normalization_7/FusedBatchNormV3/ReadVariableOp_1" -> "262 maskrcnn/batch_normalization_7/FusedBatchNormV3"; +"262 maskrcnn/batch_normalization_7/FusedBatchNormV3" -> "271 maskrcnn/batch_normalization_7/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"263 maskrcnn/batch_normalization_7/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "264 maskrcnn/batch_normalization_7/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"264 maskrcnn/batch_normalization_7/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "265 maskrcnn/batch_normalization_7/fake_quantize/SymmQuant/Abs"; +"265 maskrcnn/batch_normalization_7/fake_quantize/SymmQuant/Abs" -> "267 maskrcnn/batch_normalization_7/fake_quantize/SymmQuant/add"; +"266 maskrcnn/batch_normalization_7/fake_quantize/SymmQuant/add/y" -> "267 maskrcnn/batch_normalization_7/fake_quantize/SymmQuant/add"; +"267 maskrcnn/batch_normalization_7/fake_quantize/SymmQuant/add" -> "270 maskrcnn/batch_normalization_7/fake_quantize/SymmQuant/mul"; +"267 maskrcnn/batch_normalization_7/fake_quantize/SymmQuant/add" -> "271 maskrcnn/batch_normalization_7/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"268 maskrcnn/batch_normalization_7/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "269 maskrcnn/batch_normalization_7/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"269 maskrcnn/batch_normalization_7/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "270 maskrcnn/batch_normalization_7/fake_quantize/SymmQuant/mul"; +"270 maskrcnn/batch_normalization_7/fake_quantize/SymmQuant/mul" -> "271 maskrcnn/batch_normalization_7/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"271 maskrcnn/batch_normalization_7/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "272 maskrcnn/tf.__operators__.add_1/AddV2"; +"272 maskrcnn/tf.__operators__.add_1/AddV2" -> "273 maskrcnn/tf.nn.relu_6/Relu"; +"273 maskrcnn/tf.nn.relu_6/Relu" -> "282 maskrcnn/tf.nn.relu_6/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"274 maskrcnn/tf.nn.relu_6/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "275 maskrcnn/tf.nn.relu_6/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"275 maskrcnn/tf.nn.relu_6/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "276 maskrcnn/tf.nn.relu_6/fake_quantize/SymmQuant/Abs"; +"276 maskrcnn/tf.nn.relu_6/fake_quantize/SymmQuant/Abs" -> "278 maskrcnn/tf.nn.relu_6/fake_quantize/SymmQuant/add"; +"277 maskrcnn/tf.nn.relu_6/fake_quantize/SymmQuant/add/y" -> "278 maskrcnn/tf.nn.relu_6/fake_quantize/SymmQuant/add"; +"278 maskrcnn/tf.nn.relu_6/fake_quantize/SymmQuant/add" -> "281 maskrcnn/tf.nn.relu_6/fake_quantize/SymmQuant/mul"; +"278 maskrcnn/tf.nn.relu_6/fake_quantize/SymmQuant/add" -> "282 maskrcnn/tf.nn.relu_6/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"279 maskrcnn/tf.nn.relu_6/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "280 maskrcnn/tf.nn.relu_6/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"280 maskrcnn/tf.nn.relu_6/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "281 maskrcnn/tf.nn.relu_6/fake_quantize/SymmQuant/mul"; +"281 maskrcnn/tf.nn.relu_6/fake_quantize/SymmQuant/mul" -> "282 maskrcnn/tf.nn.relu_6/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"282 maskrcnn/tf.nn.relu_6/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "294 maskrcnn/conv2d_8/Conv2D"; +"282 maskrcnn/tf.nn.relu_6/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "375 maskrcnn/tf.__operators__.add_2/AddV2"; +"283 maskrcnn/conv2d_8/SymmQuant/Abs/ReadVariableOp/resource" -> "284 maskrcnn/conv2d_8/SymmQuant/Abs/ReadVariableOp"; +"284 maskrcnn/conv2d_8/SymmQuant/Abs/ReadVariableOp" -> "285 maskrcnn/conv2d_8/SymmQuant/Abs"; +"285 maskrcnn/conv2d_8/SymmQuant/Abs" -> "287 maskrcnn/conv2d_8/SymmQuant/add"; +"286 maskrcnn/conv2d_8/SymmQuant/add/y" -> "287 maskrcnn/conv2d_8/SymmQuant/add"; +"287 maskrcnn/conv2d_8/SymmQuant/add" -> "290 maskrcnn/conv2d_8/SymmQuant/mul"; +"287 maskrcnn/conv2d_8/SymmQuant/add" -> "293 maskrcnn/conv2d_8/SymmQuant/FakeQuantWithMinMaxVars"; +"288 maskrcnn/conv2d_8/SymmQuant/mul/ReadVariableOp/resource" -> "289 maskrcnn/conv2d_8/SymmQuant/mul/ReadVariableOp"; +"289 maskrcnn/conv2d_8/SymmQuant/mul/ReadVariableOp" -> "290 maskrcnn/conv2d_8/SymmQuant/mul"; +"290 maskrcnn/conv2d_8/SymmQuant/mul" -> "293 maskrcnn/conv2d_8/SymmQuant/FakeQuantWithMinMaxVars"; +"291 maskrcnn/conv2d_8/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "292 maskrcnn/conv2d_8/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"292 maskrcnn/conv2d_8/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "293 maskrcnn/conv2d_8/SymmQuant/FakeQuantWithMinMaxVars"; +"293 maskrcnn/conv2d_8/SymmQuant/FakeQuantWithMinMaxVars" -> "294 maskrcnn/conv2d_8/Conv2D"; +"294 maskrcnn/conv2d_8/Conv2D" -> "303 maskrcnn/batch_normalization_8/FusedBatchNormV3"; +"295 maskrcnn/batch_normalization_8/ReadVariableOp/resource" -> "296 maskrcnn/batch_normalization_8/ReadVariableOp"; +"296 maskrcnn/batch_normalization_8/ReadVariableOp" -> "303 maskrcnn/batch_normalization_8/FusedBatchNormV3"; +"297 maskrcnn/batch_normalization_8/ReadVariableOp_1/resource" -> "298 maskrcnn/batch_normalization_8/ReadVariableOp_1"; +"298 maskrcnn/batch_normalization_8/ReadVariableOp_1" -> "303 maskrcnn/batch_normalization_8/FusedBatchNormV3"; +"299 maskrcnn/batch_normalization_8/FusedBatchNormV3/ReadVariableOp/resource" -> "300 maskrcnn/batch_normalization_8/FusedBatchNormV3/ReadVariableOp"; +"300 maskrcnn/batch_normalization_8/FusedBatchNormV3/ReadVariableOp" -> "303 maskrcnn/batch_normalization_8/FusedBatchNormV3"; +"301 maskrcnn/batch_normalization_8/FusedBatchNormV3/ReadVariableOp_1/resource" -> "302 maskrcnn/batch_normalization_8/FusedBatchNormV3/ReadVariableOp_1"; +"302 maskrcnn/batch_normalization_8/FusedBatchNormV3/ReadVariableOp_1" -> "303 maskrcnn/batch_normalization_8/FusedBatchNormV3"; +"303 maskrcnn/batch_normalization_8/FusedBatchNormV3" -> "304 maskrcnn/tf.nn.relu_7/Relu"; +"304 maskrcnn/tf.nn.relu_7/Relu" -> "313 maskrcnn/tf.nn.relu_7/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"305 maskrcnn/tf.nn.relu_7/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "306 maskrcnn/tf.nn.relu_7/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"306 maskrcnn/tf.nn.relu_7/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "307 maskrcnn/tf.nn.relu_7/fake_quantize/SymmQuant/Abs"; +"307 maskrcnn/tf.nn.relu_7/fake_quantize/SymmQuant/Abs" -> "309 maskrcnn/tf.nn.relu_7/fake_quantize/SymmQuant/add"; +"308 maskrcnn/tf.nn.relu_7/fake_quantize/SymmQuant/add/y" -> "309 maskrcnn/tf.nn.relu_7/fake_quantize/SymmQuant/add"; +"309 maskrcnn/tf.nn.relu_7/fake_quantize/SymmQuant/add" -> "312 maskrcnn/tf.nn.relu_7/fake_quantize/SymmQuant/mul"; +"309 maskrcnn/tf.nn.relu_7/fake_quantize/SymmQuant/add" -> "313 maskrcnn/tf.nn.relu_7/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"310 maskrcnn/tf.nn.relu_7/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "311 maskrcnn/tf.nn.relu_7/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"311 maskrcnn/tf.nn.relu_7/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "312 maskrcnn/tf.nn.relu_7/fake_quantize/SymmQuant/mul"; +"312 maskrcnn/tf.nn.relu_7/fake_quantize/SymmQuant/mul" -> "313 maskrcnn/tf.nn.relu_7/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"313 maskrcnn/tf.nn.relu_7/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "325 maskrcnn/conv2d_9/Conv2D"; +"314 maskrcnn/conv2d_9/SymmQuant/Abs/ReadVariableOp/resource" -> "315 maskrcnn/conv2d_9/SymmQuant/Abs/ReadVariableOp"; +"315 maskrcnn/conv2d_9/SymmQuant/Abs/ReadVariableOp" -> "316 maskrcnn/conv2d_9/SymmQuant/Abs"; +"316 maskrcnn/conv2d_9/SymmQuant/Abs" -> "318 maskrcnn/conv2d_9/SymmQuant/add"; +"317 maskrcnn/conv2d_9/SymmQuant/add/y" -> "318 maskrcnn/conv2d_9/SymmQuant/add"; +"318 maskrcnn/conv2d_9/SymmQuant/add" -> "321 maskrcnn/conv2d_9/SymmQuant/mul"; +"318 maskrcnn/conv2d_9/SymmQuant/add" -> "324 maskrcnn/conv2d_9/SymmQuant/FakeQuantWithMinMaxVars"; +"319 maskrcnn/conv2d_9/SymmQuant/mul/ReadVariableOp/resource" -> "320 maskrcnn/conv2d_9/SymmQuant/mul/ReadVariableOp"; +"320 maskrcnn/conv2d_9/SymmQuant/mul/ReadVariableOp" -> "321 maskrcnn/conv2d_9/SymmQuant/mul"; +"321 maskrcnn/conv2d_9/SymmQuant/mul" -> "324 maskrcnn/conv2d_9/SymmQuant/FakeQuantWithMinMaxVars"; +"322 maskrcnn/conv2d_9/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "323 maskrcnn/conv2d_9/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"323 maskrcnn/conv2d_9/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "324 maskrcnn/conv2d_9/SymmQuant/FakeQuantWithMinMaxVars"; +"324 maskrcnn/conv2d_9/SymmQuant/FakeQuantWithMinMaxVars" -> "325 maskrcnn/conv2d_9/Conv2D"; +"325 maskrcnn/conv2d_9/Conv2D" -> "334 maskrcnn/batch_normalization_9/FusedBatchNormV3"; +"326 maskrcnn/batch_normalization_9/ReadVariableOp/resource" -> "327 maskrcnn/batch_normalization_9/ReadVariableOp"; +"327 maskrcnn/batch_normalization_9/ReadVariableOp" -> "334 maskrcnn/batch_normalization_9/FusedBatchNormV3"; +"328 maskrcnn/batch_normalization_9/ReadVariableOp_1/resource" -> "329 maskrcnn/batch_normalization_9/ReadVariableOp_1"; +"329 maskrcnn/batch_normalization_9/ReadVariableOp_1" -> "334 maskrcnn/batch_normalization_9/FusedBatchNormV3"; +"330 maskrcnn/batch_normalization_9/FusedBatchNormV3/ReadVariableOp/resource" -> "331 maskrcnn/batch_normalization_9/FusedBatchNormV3/ReadVariableOp"; +"331 maskrcnn/batch_normalization_9/FusedBatchNormV3/ReadVariableOp" -> "334 maskrcnn/batch_normalization_9/FusedBatchNormV3"; +"332 maskrcnn/batch_normalization_9/FusedBatchNormV3/ReadVariableOp_1/resource" -> "333 maskrcnn/batch_normalization_9/FusedBatchNormV3/ReadVariableOp_1"; +"333 maskrcnn/batch_normalization_9/FusedBatchNormV3/ReadVariableOp_1" -> "334 maskrcnn/batch_normalization_9/FusedBatchNormV3"; +"334 maskrcnn/batch_normalization_9/FusedBatchNormV3" -> "335 maskrcnn/tf.nn.relu_8/Relu"; +"335 maskrcnn/tf.nn.relu_8/Relu" -> "344 maskrcnn/tf.nn.relu_8/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"336 maskrcnn/tf.nn.relu_8/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "337 maskrcnn/tf.nn.relu_8/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"337 maskrcnn/tf.nn.relu_8/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "338 maskrcnn/tf.nn.relu_8/fake_quantize/SymmQuant/Abs"; +"338 maskrcnn/tf.nn.relu_8/fake_quantize/SymmQuant/Abs" -> "340 maskrcnn/tf.nn.relu_8/fake_quantize/SymmQuant/add"; +"339 maskrcnn/tf.nn.relu_8/fake_quantize/SymmQuant/add/y" -> "340 maskrcnn/tf.nn.relu_8/fake_quantize/SymmQuant/add"; +"340 maskrcnn/tf.nn.relu_8/fake_quantize/SymmQuant/add" -> "343 maskrcnn/tf.nn.relu_8/fake_quantize/SymmQuant/mul"; +"340 maskrcnn/tf.nn.relu_8/fake_quantize/SymmQuant/add" -> "344 maskrcnn/tf.nn.relu_8/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"341 maskrcnn/tf.nn.relu_8/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "342 maskrcnn/tf.nn.relu_8/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"342 maskrcnn/tf.nn.relu_8/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "343 maskrcnn/tf.nn.relu_8/fake_quantize/SymmQuant/mul"; +"343 maskrcnn/tf.nn.relu_8/fake_quantize/SymmQuant/mul" -> "344 maskrcnn/tf.nn.relu_8/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"344 maskrcnn/tf.nn.relu_8/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "356 maskrcnn/conv2d_10/Conv2D"; +"345 maskrcnn/conv2d_10/SymmQuant/Abs/ReadVariableOp/resource" -> "346 maskrcnn/conv2d_10/SymmQuant/Abs/ReadVariableOp"; +"346 maskrcnn/conv2d_10/SymmQuant/Abs/ReadVariableOp" -> "347 maskrcnn/conv2d_10/SymmQuant/Abs"; +"347 maskrcnn/conv2d_10/SymmQuant/Abs" -> "349 maskrcnn/conv2d_10/SymmQuant/add"; +"348 maskrcnn/conv2d_10/SymmQuant/add/y" -> "349 maskrcnn/conv2d_10/SymmQuant/add"; +"349 maskrcnn/conv2d_10/SymmQuant/add" -> "352 maskrcnn/conv2d_10/SymmQuant/mul"; +"349 maskrcnn/conv2d_10/SymmQuant/add" -> "355 maskrcnn/conv2d_10/SymmQuant/FakeQuantWithMinMaxVars"; +"350 maskrcnn/conv2d_10/SymmQuant/mul/ReadVariableOp/resource" -> "351 maskrcnn/conv2d_10/SymmQuant/mul/ReadVariableOp"; +"351 maskrcnn/conv2d_10/SymmQuant/mul/ReadVariableOp" -> "352 maskrcnn/conv2d_10/SymmQuant/mul"; +"352 maskrcnn/conv2d_10/SymmQuant/mul" -> "355 maskrcnn/conv2d_10/SymmQuant/FakeQuantWithMinMaxVars"; +"353 maskrcnn/conv2d_10/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "354 maskrcnn/conv2d_10/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"354 maskrcnn/conv2d_10/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "355 maskrcnn/conv2d_10/SymmQuant/FakeQuantWithMinMaxVars"; +"355 maskrcnn/conv2d_10/SymmQuant/FakeQuantWithMinMaxVars" -> "356 maskrcnn/conv2d_10/Conv2D"; +"356 maskrcnn/conv2d_10/Conv2D" -> "365 maskrcnn/batch_normalization_10/FusedBatchNormV3"; +"357 maskrcnn/batch_normalization_10/ReadVariableOp/resource" -> "358 maskrcnn/batch_normalization_10/ReadVariableOp"; +"358 maskrcnn/batch_normalization_10/ReadVariableOp" -> "365 maskrcnn/batch_normalization_10/FusedBatchNormV3"; +"359 maskrcnn/batch_normalization_10/ReadVariableOp_1/resource" -> "360 maskrcnn/batch_normalization_10/ReadVariableOp_1"; +"360 maskrcnn/batch_normalization_10/ReadVariableOp_1" -> "365 maskrcnn/batch_normalization_10/FusedBatchNormV3"; +"361 maskrcnn/batch_normalization_10/FusedBatchNormV3/ReadVariableOp/resource" -> "362 maskrcnn/batch_normalization_10/FusedBatchNormV3/ReadVariableOp"; +"362 maskrcnn/batch_normalization_10/FusedBatchNormV3/ReadVariableOp" -> "365 maskrcnn/batch_normalization_10/FusedBatchNormV3"; +"363 maskrcnn/batch_normalization_10/FusedBatchNormV3/ReadVariableOp_1/resource" -> "364 maskrcnn/batch_normalization_10/FusedBatchNormV3/ReadVariableOp_1"; +"364 maskrcnn/batch_normalization_10/FusedBatchNormV3/ReadVariableOp_1" -> "365 maskrcnn/batch_normalization_10/FusedBatchNormV3"; +"365 maskrcnn/batch_normalization_10/FusedBatchNormV3" -> "374 maskrcnn/batch_normalization_10/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"366 maskrcnn/batch_normalization_10/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "367 maskrcnn/batch_normalization_10/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"367 maskrcnn/batch_normalization_10/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "368 maskrcnn/batch_normalization_10/fake_quantize/SymmQuant/Abs"; +"368 maskrcnn/batch_normalization_10/fake_quantize/SymmQuant/Abs" -> "370 maskrcnn/batch_normalization_10/fake_quantize/SymmQuant/add"; +"369 maskrcnn/batch_normalization_10/fake_quantize/SymmQuant/add/y" -> "370 maskrcnn/batch_normalization_10/fake_quantize/SymmQuant/add"; +"370 maskrcnn/batch_normalization_10/fake_quantize/SymmQuant/add" -> "373 maskrcnn/batch_normalization_10/fake_quantize/SymmQuant/mul"; +"370 maskrcnn/batch_normalization_10/fake_quantize/SymmQuant/add" -> "374 maskrcnn/batch_normalization_10/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"371 maskrcnn/batch_normalization_10/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "372 maskrcnn/batch_normalization_10/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"372 maskrcnn/batch_normalization_10/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "373 maskrcnn/batch_normalization_10/fake_quantize/SymmQuant/mul"; +"373 maskrcnn/batch_normalization_10/fake_quantize/SymmQuant/mul" -> "374 maskrcnn/batch_normalization_10/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"374 maskrcnn/batch_normalization_10/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "375 maskrcnn/tf.__operators__.add_2/AddV2"; +"375 maskrcnn/tf.__operators__.add_2/AddV2" -> "376 maskrcnn/tf.nn.relu_9/Relu"; +"376 maskrcnn/tf.nn.relu_9/Relu" -> "385 maskrcnn/tf.nn.relu_9/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"377 maskrcnn/tf.nn.relu_9/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "378 maskrcnn/tf.nn.relu_9/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"378 maskrcnn/tf.nn.relu_9/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "379 maskrcnn/tf.nn.relu_9/fake_quantize/SymmQuant/Abs"; +"379 maskrcnn/tf.nn.relu_9/fake_quantize/SymmQuant/Abs" -> "381 maskrcnn/tf.nn.relu_9/fake_quantize/SymmQuant/add"; +"380 maskrcnn/tf.nn.relu_9/fake_quantize/SymmQuant/add/y" -> "381 maskrcnn/tf.nn.relu_9/fake_quantize/SymmQuant/add"; +"381 maskrcnn/tf.nn.relu_9/fake_quantize/SymmQuant/add" -> "384 maskrcnn/tf.nn.relu_9/fake_quantize/SymmQuant/mul"; +"381 maskrcnn/tf.nn.relu_9/fake_quantize/SymmQuant/add" -> "385 maskrcnn/tf.nn.relu_9/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"382 maskrcnn/tf.nn.relu_9/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "383 maskrcnn/tf.nn.relu_9/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"383 maskrcnn/tf.nn.relu_9/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "384 maskrcnn/tf.nn.relu_9/fake_quantize/SymmQuant/mul"; +"384 maskrcnn/tf.nn.relu_9/fake_quantize/SymmQuant/mul" -> "385 maskrcnn/tf.nn.relu_9/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"385 maskrcnn/tf.nn.relu_9/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "386 maskrcnn/tf.identity_2/Identity"; +"386 maskrcnn/tf.identity_2/Identity" -> "398 maskrcnn/conv2d_12/Conv2D"; +"386 maskrcnn/tf.identity_2/Identity" -> "443 maskrcnn/tf.compat.v1.pad_1/Pad"; +"386 maskrcnn/tf.identity_2/Identity" -> "1960 maskrcnn/l2/Conv2D"; +"387 maskrcnn/conv2d_12/SymmQuant/Abs/ReadVariableOp/resource" -> "388 maskrcnn/conv2d_12/SymmQuant/Abs/ReadVariableOp"; +"388 maskrcnn/conv2d_12/SymmQuant/Abs/ReadVariableOp" -> "389 maskrcnn/conv2d_12/SymmQuant/Abs"; +"389 maskrcnn/conv2d_12/SymmQuant/Abs" -> "391 maskrcnn/conv2d_12/SymmQuant/add"; +"390 maskrcnn/conv2d_12/SymmQuant/add/y" -> "391 maskrcnn/conv2d_12/SymmQuant/add"; +"391 maskrcnn/conv2d_12/SymmQuant/add" -> "394 maskrcnn/conv2d_12/SymmQuant/mul"; +"391 maskrcnn/conv2d_12/SymmQuant/add" -> "397 maskrcnn/conv2d_12/SymmQuant/FakeQuantWithMinMaxVars"; +"392 maskrcnn/conv2d_12/SymmQuant/mul/ReadVariableOp/resource" -> "393 maskrcnn/conv2d_12/SymmQuant/mul/ReadVariableOp"; +"393 maskrcnn/conv2d_12/SymmQuant/mul/ReadVariableOp" -> "394 maskrcnn/conv2d_12/SymmQuant/mul"; +"394 maskrcnn/conv2d_12/SymmQuant/mul" -> "397 maskrcnn/conv2d_12/SymmQuant/FakeQuantWithMinMaxVars"; +"395 maskrcnn/conv2d_12/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "396 maskrcnn/conv2d_12/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"396 maskrcnn/conv2d_12/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "397 maskrcnn/conv2d_12/SymmQuant/FakeQuantWithMinMaxVars"; +"397 maskrcnn/conv2d_12/SymmQuant/FakeQuantWithMinMaxVars" -> "398 maskrcnn/conv2d_12/Conv2D"; +"398 maskrcnn/conv2d_12/Conv2D" -> "407 maskrcnn/batch_normalization_12/FusedBatchNormV3"; +"399 maskrcnn/batch_normalization_12/ReadVariableOp/resource" -> "400 maskrcnn/batch_normalization_12/ReadVariableOp"; +"400 maskrcnn/batch_normalization_12/ReadVariableOp" -> "407 maskrcnn/batch_normalization_12/FusedBatchNormV3"; +"401 maskrcnn/batch_normalization_12/ReadVariableOp_1/resource" -> "402 maskrcnn/batch_normalization_12/ReadVariableOp_1"; +"402 maskrcnn/batch_normalization_12/ReadVariableOp_1" -> "407 maskrcnn/batch_normalization_12/FusedBatchNormV3"; +"403 maskrcnn/batch_normalization_12/FusedBatchNormV3/ReadVariableOp/resource" -> "404 maskrcnn/batch_normalization_12/FusedBatchNormV3/ReadVariableOp"; +"404 maskrcnn/batch_normalization_12/FusedBatchNormV3/ReadVariableOp" -> "407 maskrcnn/batch_normalization_12/FusedBatchNormV3"; +"405 maskrcnn/batch_normalization_12/FusedBatchNormV3/ReadVariableOp_1/resource" -> "406 maskrcnn/batch_normalization_12/FusedBatchNormV3/ReadVariableOp_1"; +"406 maskrcnn/batch_normalization_12/FusedBatchNormV3/ReadVariableOp_1" -> "407 maskrcnn/batch_normalization_12/FusedBatchNormV3"; +"407 maskrcnn/batch_normalization_12/FusedBatchNormV3" -> "408 maskrcnn/tf.nn.relu_10/Relu"; +"408 maskrcnn/tf.nn.relu_10/Relu" -> "417 maskrcnn/tf.nn.relu_10/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"409 maskrcnn/tf.nn.relu_10/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "410 maskrcnn/tf.nn.relu_10/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"410 maskrcnn/tf.nn.relu_10/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "411 maskrcnn/tf.nn.relu_10/fake_quantize/SymmQuant/Abs"; +"411 maskrcnn/tf.nn.relu_10/fake_quantize/SymmQuant/Abs" -> "413 maskrcnn/tf.nn.relu_10/fake_quantize/SymmQuant/add"; +"412 maskrcnn/tf.nn.relu_10/fake_quantize/SymmQuant/add/y" -> "413 maskrcnn/tf.nn.relu_10/fake_quantize/SymmQuant/add"; +"413 maskrcnn/tf.nn.relu_10/fake_quantize/SymmQuant/add" -> "416 maskrcnn/tf.nn.relu_10/fake_quantize/SymmQuant/mul"; +"413 maskrcnn/tf.nn.relu_10/fake_quantize/SymmQuant/add" -> "417 maskrcnn/tf.nn.relu_10/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"414 maskrcnn/tf.nn.relu_10/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "415 maskrcnn/tf.nn.relu_10/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"415 maskrcnn/tf.nn.relu_10/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "416 maskrcnn/tf.nn.relu_10/fake_quantize/SymmQuant/mul"; +"416 maskrcnn/tf.nn.relu_10/fake_quantize/SymmQuant/mul" -> "417 maskrcnn/tf.nn.relu_10/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"417 maskrcnn/tf.nn.relu_10/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "419 maskrcnn/tf.compat.v1.pad_2/Pad"; +"418 maskrcnn/tf.compat.v1.pad_2/Pad/paddings" -> "419 maskrcnn/tf.compat.v1.pad_2/Pad"; +"419 maskrcnn/tf.compat.v1.pad_2/Pad" -> "431 maskrcnn/conv2d_13/Conv2D"; +"420 maskrcnn/conv2d_13/SymmQuant/Abs/ReadVariableOp/resource" -> "421 maskrcnn/conv2d_13/SymmQuant/Abs/ReadVariableOp"; +"421 maskrcnn/conv2d_13/SymmQuant/Abs/ReadVariableOp" -> "422 maskrcnn/conv2d_13/SymmQuant/Abs"; +"422 maskrcnn/conv2d_13/SymmQuant/Abs" -> "424 maskrcnn/conv2d_13/SymmQuant/add"; +"423 maskrcnn/conv2d_13/SymmQuant/add/y" -> "424 maskrcnn/conv2d_13/SymmQuant/add"; +"424 maskrcnn/conv2d_13/SymmQuant/add" -> "427 maskrcnn/conv2d_13/SymmQuant/mul"; +"424 maskrcnn/conv2d_13/SymmQuant/add" -> "430 maskrcnn/conv2d_13/SymmQuant/FakeQuantWithMinMaxVars"; +"425 maskrcnn/conv2d_13/SymmQuant/mul/ReadVariableOp/resource" -> "426 maskrcnn/conv2d_13/SymmQuant/mul/ReadVariableOp"; +"426 maskrcnn/conv2d_13/SymmQuant/mul/ReadVariableOp" -> "427 maskrcnn/conv2d_13/SymmQuant/mul"; +"427 maskrcnn/conv2d_13/SymmQuant/mul" -> "430 maskrcnn/conv2d_13/SymmQuant/FakeQuantWithMinMaxVars"; +"428 maskrcnn/conv2d_13/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "429 maskrcnn/conv2d_13/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"429 maskrcnn/conv2d_13/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "430 maskrcnn/conv2d_13/SymmQuant/FakeQuantWithMinMaxVars"; +"430 maskrcnn/conv2d_13/SymmQuant/FakeQuantWithMinMaxVars" -> "431 maskrcnn/conv2d_13/Conv2D"; +"431 maskrcnn/conv2d_13/Conv2D" -> "440 maskrcnn/batch_normalization_13/FusedBatchNormV3"; +"432 maskrcnn/batch_normalization_13/ReadVariableOp/resource" -> "433 maskrcnn/batch_normalization_13/ReadVariableOp"; +"433 maskrcnn/batch_normalization_13/ReadVariableOp" -> "440 maskrcnn/batch_normalization_13/FusedBatchNormV3"; +"434 maskrcnn/batch_normalization_13/ReadVariableOp_1/resource" -> "435 maskrcnn/batch_normalization_13/ReadVariableOp_1"; +"435 maskrcnn/batch_normalization_13/ReadVariableOp_1" -> "440 maskrcnn/batch_normalization_13/FusedBatchNormV3"; +"436 maskrcnn/batch_normalization_13/FusedBatchNormV3/ReadVariableOp/resource" -> "437 maskrcnn/batch_normalization_13/FusedBatchNormV3/ReadVariableOp"; +"437 maskrcnn/batch_normalization_13/FusedBatchNormV3/ReadVariableOp" -> "440 maskrcnn/batch_normalization_13/FusedBatchNormV3"; +"438 maskrcnn/batch_normalization_13/FusedBatchNormV3/ReadVariableOp_1/resource" -> "439 maskrcnn/batch_normalization_13/FusedBatchNormV3/ReadVariableOp_1"; +"439 maskrcnn/batch_normalization_13/FusedBatchNormV3/ReadVariableOp_1" -> "440 maskrcnn/batch_normalization_13/FusedBatchNormV3"; +"440 maskrcnn/batch_normalization_13/FusedBatchNormV3" -> "441 maskrcnn/tf.nn.relu_11/Relu"; +"441 maskrcnn/tf.nn.relu_11/Relu" -> "452 maskrcnn/tf.nn.relu_11/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"442 maskrcnn/tf.compat.v1.pad_1/Pad/paddings" -> "443 maskrcnn/tf.compat.v1.pad_1/Pad"; +"443 maskrcnn/tf.compat.v1.pad_1/Pad" -> "464 maskrcnn/conv2d_11/Conv2D"; +"444 maskrcnn/tf.nn.relu_11/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "445 maskrcnn/tf.nn.relu_11/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"445 maskrcnn/tf.nn.relu_11/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "446 maskrcnn/tf.nn.relu_11/fake_quantize/SymmQuant/Abs"; +"446 maskrcnn/tf.nn.relu_11/fake_quantize/SymmQuant/Abs" -> "448 maskrcnn/tf.nn.relu_11/fake_quantize/SymmQuant/add"; +"447 maskrcnn/tf.nn.relu_11/fake_quantize/SymmQuant/add/y" -> "448 maskrcnn/tf.nn.relu_11/fake_quantize/SymmQuant/add"; +"448 maskrcnn/tf.nn.relu_11/fake_quantize/SymmQuant/add" -> "451 maskrcnn/tf.nn.relu_11/fake_quantize/SymmQuant/mul"; +"448 maskrcnn/tf.nn.relu_11/fake_quantize/SymmQuant/add" -> "452 maskrcnn/tf.nn.relu_11/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"449 maskrcnn/tf.nn.relu_11/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "450 maskrcnn/tf.nn.relu_11/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"450 maskrcnn/tf.nn.relu_11/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "451 maskrcnn/tf.nn.relu_11/fake_quantize/SymmQuant/mul"; +"451 maskrcnn/tf.nn.relu_11/fake_quantize/SymmQuant/mul" -> "452 maskrcnn/tf.nn.relu_11/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"452 maskrcnn/tf.nn.relu_11/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "476 maskrcnn/conv2d_14/Conv2D"; +"453 maskrcnn/conv2d_11/SymmQuant/Abs/ReadVariableOp/resource" -> "454 maskrcnn/conv2d_11/SymmQuant/Abs/ReadVariableOp"; +"454 maskrcnn/conv2d_11/SymmQuant/Abs/ReadVariableOp" -> "455 maskrcnn/conv2d_11/SymmQuant/Abs"; +"455 maskrcnn/conv2d_11/SymmQuant/Abs" -> "457 maskrcnn/conv2d_11/SymmQuant/add"; +"456 maskrcnn/conv2d_11/SymmQuant/add/y" -> "457 maskrcnn/conv2d_11/SymmQuant/add"; +"457 maskrcnn/conv2d_11/SymmQuant/add" -> "460 maskrcnn/conv2d_11/SymmQuant/mul"; +"457 maskrcnn/conv2d_11/SymmQuant/add" -> "463 maskrcnn/conv2d_11/SymmQuant/FakeQuantWithMinMaxVars"; +"458 maskrcnn/conv2d_11/SymmQuant/mul/ReadVariableOp/resource" -> "459 maskrcnn/conv2d_11/SymmQuant/mul/ReadVariableOp"; +"459 maskrcnn/conv2d_11/SymmQuant/mul/ReadVariableOp" -> "460 maskrcnn/conv2d_11/SymmQuant/mul"; +"460 maskrcnn/conv2d_11/SymmQuant/mul" -> "463 maskrcnn/conv2d_11/SymmQuant/FakeQuantWithMinMaxVars"; +"461 maskrcnn/conv2d_11/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "462 maskrcnn/conv2d_11/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"462 maskrcnn/conv2d_11/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "463 maskrcnn/conv2d_11/SymmQuant/FakeQuantWithMinMaxVars"; +"463 maskrcnn/conv2d_11/SymmQuant/FakeQuantWithMinMaxVars" -> "464 maskrcnn/conv2d_11/Conv2D"; +"464 maskrcnn/conv2d_11/Conv2D" -> "485 maskrcnn/batch_normalization_11/FusedBatchNormV3"; +"465 maskrcnn/conv2d_14/SymmQuant/Abs/ReadVariableOp/resource" -> "466 maskrcnn/conv2d_14/SymmQuant/Abs/ReadVariableOp"; +"466 maskrcnn/conv2d_14/SymmQuant/Abs/ReadVariableOp" -> "467 maskrcnn/conv2d_14/SymmQuant/Abs"; +"467 maskrcnn/conv2d_14/SymmQuant/Abs" -> "469 maskrcnn/conv2d_14/SymmQuant/add"; +"468 maskrcnn/conv2d_14/SymmQuant/add/y" -> "469 maskrcnn/conv2d_14/SymmQuant/add"; +"469 maskrcnn/conv2d_14/SymmQuant/add" -> "472 maskrcnn/conv2d_14/SymmQuant/mul"; +"469 maskrcnn/conv2d_14/SymmQuant/add" -> "475 maskrcnn/conv2d_14/SymmQuant/FakeQuantWithMinMaxVars"; +"470 maskrcnn/conv2d_14/SymmQuant/mul/ReadVariableOp/resource" -> "471 maskrcnn/conv2d_14/SymmQuant/mul/ReadVariableOp"; +"471 maskrcnn/conv2d_14/SymmQuant/mul/ReadVariableOp" -> "472 maskrcnn/conv2d_14/SymmQuant/mul"; +"472 maskrcnn/conv2d_14/SymmQuant/mul" -> "475 maskrcnn/conv2d_14/SymmQuant/FakeQuantWithMinMaxVars"; +"473 maskrcnn/conv2d_14/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "474 maskrcnn/conv2d_14/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"474 maskrcnn/conv2d_14/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "475 maskrcnn/conv2d_14/SymmQuant/FakeQuantWithMinMaxVars"; +"475 maskrcnn/conv2d_14/SymmQuant/FakeQuantWithMinMaxVars" -> "476 maskrcnn/conv2d_14/Conv2D"; +"476 maskrcnn/conv2d_14/Conv2D" -> "494 maskrcnn/batch_normalization_14/FusedBatchNormV3"; +"477 maskrcnn/batch_normalization_11/ReadVariableOp/resource" -> "478 maskrcnn/batch_normalization_11/ReadVariableOp"; +"478 maskrcnn/batch_normalization_11/ReadVariableOp" -> "485 maskrcnn/batch_normalization_11/FusedBatchNormV3"; +"479 maskrcnn/batch_normalization_11/ReadVariableOp_1/resource" -> "480 maskrcnn/batch_normalization_11/ReadVariableOp_1"; +"480 maskrcnn/batch_normalization_11/ReadVariableOp_1" -> "485 maskrcnn/batch_normalization_11/FusedBatchNormV3"; +"481 maskrcnn/batch_normalization_11/FusedBatchNormV3/ReadVariableOp/resource" -> "482 maskrcnn/batch_normalization_11/FusedBatchNormV3/ReadVariableOp"; +"482 maskrcnn/batch_normalization_11/FusedBatchNormV3/ReadVariableOp" -> "485 maskrcnn/batch_normalization_11/FusedBatchNormV3"; +"483 maskrcnn/batch_normalization_11/FusedBatchNormV3/ReadVariableOp_1/resource" -> "484 maskrcnn/batch_normalization_11/FusedBatchNormV3/ReadVariableOp_1"; +"484 maskrcnn/batch_normalization_11/FusedBatchNormV3/ReadVariableOp_1" -> "485 maskrcnn/batch_normalization_11/FusedBatchNormV3"; +"485 maskrcnn/batch_normalization_11/FusedBatchNormV3" -> "512 maskrcnn/batch_normalization_11/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"486 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maskrcnn/conv2d_24/SymmQuant/add"; +"904 maskrcnn/conv2d_24/SymmQuant/add" -> "907 maskrcnn/conv2d_24/SymmQuant/mul"; +"904 maskrcnn/conv2d_24/SymmQuant/add" -> "910 maskrcnn/conv2d_24/SymmQuant/FakeQuantWithMinMaxVars"; +"905 maskrcnn/conv2d_24/SymmQuant/mul/ReadVariableOp/resource" -> "906 maskrcnn/conv2d_24/SymmQuant/mul/ReadVariableOp"; +"906 maskrcnn/conv2d_24/SymmQuant/mul/ReadVariableOp" -> "907 maskrcnn/conv2d_24/SymmQuant/mul"; +"907 maskrcnn/conv2d_24/SymmQuant/mul" -> "910 maskrcnn/conv2d_24/SymmQuant/FakeQuantWithMinMaxVars"; +"908 maskrcnn/conv2d_24/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "909 maskrcnn/conv2d_24/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"909 maskrcnn/conv2d_24/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "910 maskrcnn/conv2d_24/SymmQuant/FakeQuantWithMinMaxVars"; +"910 maskrcnn/conv2d_24/SymmQuant/FakeQuantWithMinMaxVars" -> "911 maskrcnn/conv2d_24/Conv2D"; +"911 maskrcnn/conv2d_24/Conv2D" -> "932 maskrcnn/batch_normalization_24/FusedBatchNormV3"; +"912 maskrcnn/conv2d_27/SymmQuant/Abs/ReadVariableOp/resource" -> "913 maskrcnn/conv2d_27/SymmQuant/Abs/ReadVariableOp"; +"913 maskrcnn/conv2d_27/SymmQuant/Abs/ReadVariableOp" -> "914 maskrcnn/conv2d_27/SymmQuant/Abs"; +"914 maskrcnn/conv2d_27/SymmQuant/Abs" -> "916 maskrcnn/conv2d_27/SymmQuant/add"; +"915 maskrcnn/conv2d_27/SymmQuant/add/y" -> "916 maskrcnn/conv2d_27/SymmQuant/add"; +"916 maskrcnn/conv2d_27/SymmQuant/add" -> "919 maskrcnn/conv2d_27/SymmQuant/mul"; +"916 maskrcnn/conv2d_27/SymmQuant/add" -> "922 maskrcnn/conv2d_27/SymmQuant/FakeQuantWithMinMaxVars"; +"917 maskrcnn/conv2d_27/SymmQuant/mul/ReadVariableOp/resource" -> "918 maskrcnn/conv2d_27/SymmQuant/mul/ReadVariableOp"; +"918 maskrcnn/conv2d_27/SymmQuant/mul/ReadVariableOp" -> "919 maskrcnn/conv2d_27/SymmQuant/mul"; +"919 maskrcnn/conv2d_27/SymmQuant/mul" -> "922 maskrcnn/conv2d_27/SymmQuant/FakeQuantWithMinMaxVars"; +"920 maskrcnn/conv2d_27/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "921 maskrcnn/conv2d_27/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"921 maskrcnn/conv2d_27/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "922 maskrcnn/conv2d_27/SymmQuant/FakeQuantWithMinMaxVars"; +"922 maskrcnn/conv2d_27/SymmQuant/FakeQuantWithMinMaxVars" -> "923 maskrcnn/conv2d_27/Conv2D"; +"923 maskrcnn/conv2d_27/Conv2D" -> "941 maskrcnn/batch_normalization_27/FusedBatchNormV3"; +"924 maskrcnn/batch_normalization_24/ReadVariableOp/resource" -> "925 maskrcnn/batch_normalization_24/ReadVariableOp"; +"925 maskrcnn/batch_normalization_24/ReadVariableOp" -> "932 maskrcnn/batch_normalization_24/FusedBatchNormV3"; +"926 maskrcnn/batch_normalization_24/ReadVariableOp_1/resource" -> "927 maskrcnn/batch_normalization_24/ReadVariableOp_1"; +"927 maskrcnn/batch_normalization_24/ReadVariableOp_1" -> "932 maskrcnn/batch_normalization_24/FusedBatchNormV3"; +"928 maskrcnn/batch_normalization_24/FusedBatchNormV3/ReadVariableOp/resource" -> "929 maskrcnn/batch_normalization_24/FusedBatchNormV3/ReadVariableOp"; +"929 maskrcnn/batch_normalization_24/FusedBatchNormV3/ReadVariableOp" -> "932 maskrcnn/batch_normalization_24/FusedBatchNormV3"; +"930 maskrcnn/batch_normalization_24/FusedBatchNormV3/ReadVariableOp_1/resource" -> "931 maskrcnn/batch_normalization_24/FusedBatchNormV3/ReadVariableOp_1"; +"931 maskrcnn/batch_normalization_24/FusedBatchNormV3/ReadVariableOp_1" -> "932 maskrcnn/batch_normalization_24/FusedBatchNormV3"; +"932 maskrcnn/batch_normalization_24/FusedBatchNormV3" -> "959 maskrcnn/batch_normalization_24/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"933 maskrcnn/batch_normalization_27/ReadVariableOp/resource" -> "934 maskrcnn/batch_normalization_27/ReadVariableOp"; +"934 maskrcnn/batch_normalization_27/ReadVariableOp" -> "941 maskrcnn/batch_normalization_27/FusedBatchNormV3"; +"935 maskrcnn/batch_normalization_27/ReadVariableOp_1/resource" -> "936 maskrcnn/batch_normalization_27/ReadVariableOp_1"; +"936 maskrcnn/batch_normalization_27/ReadVariableOp_1" -> "941 maskrcnn/batch_normalization_27/FusedBatchNormV3"; +"937 maskrcnn/batch_normalization_27/FusedBatchNormV3/ReadVariableOp/resource" -> "938 maskrcnn/batch_normalization_27/FusedBatchNormV3/ReadVariableOp"; +"938 maskrcnn/batch_normalization_27/FusedBatchNormV3/ReadVariableOp" -> "941 maskrcnn/batch_normalization_27/FusedBatchNormV3"; +"939 maskrcnn/batch_normalization_27/FusedBatchNormV3/ReadVariableOp_1/resource" -> "940 maskrcnn/batch_normalization_27/FusedBatchNormV3/ReadVariableOp_1"; +"940 maskrcnn/batch_normalization_27/FusedBatchNormV3/ReadVariableOp_1" -> "941 maskrcnn/batch_normalization_27/FusedBatchNormV3"; +"941 maskrcnn/batch_normalization_27/FusedBatchNormV3" -> "950 maskrcnn/batch_normalization_27/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"942 maskrcnn/batch_normalization_27/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "943 maskrcnn/batch_normalization_27/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"943 maskrcnn/batch_normalization_27/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "944 maskrcnn/batch_normalization_27/fake_quantize/SymmQuant/Abs"; +"944 maskrcnn/batch_normalization_27/fake_quantize/SymmQuant/Abs" -> "946 maskrcnn/batch_normalization_27/fake_quantize/SymmQuant/add"; +"945 maskrcnn/batch_normalization_27/fake_quantize/SymmQuant/add/y" -> "946 maskrcnn/batch_normalization_27/fake_quantize/SymmQuant/add"; +"946 maskrcnn/batch_normalization_27/fake_quantize/SymmQuant/add" -> "949 maskrcnn/batch_normalization_27/fake_quantize/SymmQuant/mul"; +"946 maskrcnn/batch_normalization_27/fake_quantize/SymmQuant/add" -> "950 maskrcnn/batch_normalization_27/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"947 maskrcnn/batch_normalization_27/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "948 maskrcnn/batch_normalization_27/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"948 maskrcnn/batch_normalization_27/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "949 maskrcnn/batch_normalization_27/fake_quantize/SymmQuant/mul"; +"949 maskrcnn/batch_normalization_27/fake_quantize/SymmQuant/mul" -> "950 maskrcnn/batch_normalization_27/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"950 maskrcnn/batch_normalization_27/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "960 maskrcnn/tf.__operators__.add_7/AddV2"; +"951 maskrcnn/batch_normalization_24/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "952 maskrcnn/batch_normalization_24/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"952 maskrcnn/batch_normalization_24/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "953 maskrcnn/batch_normalization_24/fake_quantize/SymmQuant/Abs"; +"953 maskrcnn/batch_normalization_24/fake_quantize/SymmQuant/Abs" -> "955 maskrcnn/batch_normalization_24/fake_quantize/SymmQuant/add"; +"954 maskrcnn/batch_normalization_24/fake_quantize/SymmQuant/add/y" -> "955 maskrcnn/batch_normalization_24/fake_quantize/SymmQuant/add"; +"955 maskrcnn/batch_normalization_24/fake_quantize/SymmQuant/add" -> "958 maskrcnn/batch_normalization_24/fake_quantize/SymmQuant/mul"; +"955 maskrcnn/batch_normalization_24/fake_quantize/SymmQuant/add" -> "959 maskrcnn/batch_normalization_24/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"956 maskrcnn/batch_normalization_24/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "957 maskrcnn/batch_normalization_24/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"957 maskrcnn/batch_normalization_24/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "958 maskrcnn/batch_normalization_24/fake_quantize/SymmQuant/mul"; +"958 maskrcnn/batch_normalization_24/fake_quantize/SymmQuant/mul" -> "959 maskrcnn/batch_normalization_24/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"959 maskrcnn/batch_normalization_24/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "960 maskrcnn/tf.__operators__.add_7/AddV2"; +"960 maskrcnn/tf.__operators__.add_7/AddV2" -> "961 maskrcnn/tf.nn.relu_24/Relu"; +"961 maskrcnn/tf.nn.relu_24/Relu" -> "970 maskrcnn/tf.nn.relu_24/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"962 maskrcnn/tf.nn.relu_24/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "963 maskrcnn/tf.nn.relu_24/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"963 maskrcnn/tf.nn.relu_24/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "964 maskrcnn/tf.nn.relu_24/fake_quantize/SymmQuant/Abs"; +"964 maskrcnn/tf.nn.relu_24/fake_quantize/SymmQuant/Abs" -> "966 maskrcnn/tf.nn.relu_24/fake_quantize/SymmQuant/add"; +"965 maskrcnn/tf.nn.relu_24/fake_quantize/SymmQuant/add/y" -> "966 maskrcnn/tf.nn.relu_24/fake_quantize/SymmQuant/add"; +"966 maskrcnn/tf.nn.relu_24/fake_quantize/SymmQuant/add" -> "969 maskrcnn/tf.nn.relu_24/fake_quantize/SymmQuant/mul"; +"966 maskrcnn/tf.nn.relu_24/fake_quantize/SymmQuant/add" -> "970 maskrcnn/tf.nn.relu_24/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"967 maskrcnn/tf.nn.relu_24/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "968 maskrcnn/tf.nn.relu_24/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"968 maskrcnn/tf.nn.relu_24/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "969 maskrcnn/tf.nn.relu_24/fake_quantize/SymmQuant/mul"; +"969 maskrcnn/tf.nn.relu_24/fake_quantize/SymmQuant/mul" -> "970 maskrcnn/tf.nn.relu_24/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"970 maskrcnn/tf.nn.relu_24/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "982 maskrcnn/conv2d_28/Conv2D"; +"970 maskrcnn/tf.nn.relu_24/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "1063 maskrcnn/tf.__operators__.add_8/AddV2"; +"971 maskrcnn/conv2d_28/SymmQuant/Abs/ReadVariableOp/resource" -> "972 maskrcnn/conv2d_28/SymmQuant/Abs/ReadVariableOp"; +"972 maskrcnn/conv2d_28/SymmQuant/Abs/ReadVariableOp" -> "973 maskrcnn/conv2d_28/SymmQuant/Abs"; +"973 maskrcnn/conv2d_28/SymmQuant/Abs" -> "975 maskrcnn/conv2d_28/SymmQuant/add"; +"974 maskrcnn/conv2d_28/SymmQuant/add/y" -> "975 maskrcnn/conv2d_28/SymmQuant/add"; +"975 maskrcnn/conv2d_28/SymmQuant/add" -> "978 maskrcnn/conv2d_28/SymmQuant/mul"; +"975 maskrcnn/conv2d_28/SymmQuant/add" -> "981 maskrcnn/conv2d_28/SymmQuant/FakeQuantWithMinMaxVars"; +"976 maskrcnn/conv2d_28/SymmQuant/mul/ReadVariableOp/resource" -> "977 maskrcnn/conv2d_28/SymmQuant/mul/ReadVariableOp"; +"977 maskrcnn/conv2d_28/SymmQuant/mul/ReadVariableOp" -> "978 maskrcnn/conv2d_28/SymmQuant/mul"; +"978 maskrcnn/conv2d_28/SymmQuant/mul" -> "981 maskrcnn/conv2d_28/SymmQuant/FakeQuantWithMinMaxVars"; +"979 maskrcnn/conv2d_28/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "980 maskrcnn/conv2d_28/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"980 maskrcnn/conv2d_28/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "981 maskrcnn/conv2d_28/SymmQuant/FakeQuantWithMinMaxVars"; +"981 maskrcnn/conv2d_28/SymmQuant/FakeQuantWithMinMaxVars" -> "982 maskrcnn/conv2d_28/Conv2D"; +"982 maskrcnn/conv2d_28/Conv2D" -> "991 maskrcnn/batch_normalization_28/FusedBatchNormV3"; +"983 maskrcnn/batch_normalization_28/ReadVariableOp/resource" -> "984 maskrcnn/batch_normalization_28/ReadVariableOp"; +"984 maskrcnn/batch_normalization_28/ReadVariableOp" -> "991 maskrcnn/batch_normalization_28/FusedBatchNormV3"; +"985 maskrcnn/batch_normalization_28/ReadVariableOp_1/resource" -> "986 maskrcnn/batch_normalization_28/ReadVariableOp_1"; +"986 maskrcnn/batch_normalization_28/ReadVariableOp_1" -> "991 maskrcnn/batch_normalization_28/FusedBatchNormV3"; +"987 maskrcnn/batch_normalization_28/FusedBatchNormV3/ReadVariableOp/resource" -> "988 maskrcnn/batch_normalization_28/FusedBatchNormV3/ReadVariableOp"; +"988 maskrcnn/batch_normalization_28/FusedBatchNormV3/ReadVariableOp" -> "991 maskrcnn/batch_normalization_28/FusedBatchNormV3"; +"989 maskrcnn/batch_normalization_28/FusedBatchNormV3/ReadVariableOp_1/resource" -> "990 maskrcnn/batch_normalization_28/FusedBatchNormV3/ReadVariableOp_1"; +"990 maskrcnn/batch_normalization_28/FusedBatchNormV3/ReadVariableOp_1" -> "991 maskrcnn/batch_normalization_28/FusedBatchNormV3"; +"991 maskrcnn/batch_normalization_28/FusedBatchNormV3" -> "992 maskrcnn/tf.nn.relu_25/Relu"; +"992 maskrcnn/tf.nn.relu_25/Relu" -> "1001 maskrcnn/tf.nn.relu_25/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"993 maskrcnn/tf.nn.relu_25/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "994 maskrcnn/tf.nn.relu_25/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"994 maskrcnn/tf.nn.relu_25/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "995 maskrcnn/tf.nn.relu_25/fake_quantize/SymmQuant/Abs"; +"995 maskrcnn/tf.nn.relu_25/fake_quantize/SymmQuant/Abs" -> "997 maskrcnn/tf.nn.relu_25/fake_quantize/SymmQuant/add"; +"996 maskrcnn/tf.nn.relu_25/fake_quantize/SymmQuant/add/y" -> "997 maskrcnn/tf.nn.relu_25/fake_quantize/SymmQuant/add"; +"997 maskrcnn/tf.nn.relu_25/fake_quantize/SymmQuant/add" -> "1000 maskrcnn/tf.nn.relu_25/fake_quantize/SymmQuant/mul"; +"997 maskrcnn/tf.nn.relu_25/fake_quantize/SymmQuant/add" -> "1001 maskrcnn/tf.nn.relu_25/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"998 maskrcnn/tf.nn.relu_25/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "999 maskrcnn/tf.nn.relu_25/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"999 maskrcnn/tf.nn.relu_25/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "1000 maskrcnn/tf.nn.relu_25/fake_quantize/SymmQuant/mul"; +"1000 maskrcnn/tf.nn.relu_25/fake_quantize/SymmQuant/mul" -> "1001 maskrcnn/tf.nn.relu_25/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1001 maskrcnn/tf.nn.relu_25/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "1013 maskrcnn/conv2d_29/Conv2D"; +"1002 maskrcnn/conv2d_29/SymmQuant/Abs/ReadVariableOp/resource" -> "1003 maskrcnn/conv2d_29/SymmQuant/Abs/ReadVariableOp"; +"1003 maskrcnn/conv2d_29/SymmQuant/Abs/ReadVariableOp" -> "1004 maskrcnn/conv2d_29/SymmQuant/Abs"; +"1004 maskrcnn/conv2d_29/SymmQuant/Abs" -> "1006 maskrcnn/conv2d_29/SymmQuant/add"; +"1005 maskrcnn/conv2d_29/SymmQuant/add/y" -> "1006 maskrcnn/conv2d_29/SymmQuant/add"; +"1006 maskrcnn/conv2d_29/SymmQuant/add" -> "1009 maskrcnn/conv2d_29/SymmQuant/mul"; +"1006 maskrcnn/conv2d_29/SymmQuant/add" -> "1012 maskrcnn/conv2d_29/SymmQuant/FakeQuantWithMinMaxVars"; +"1007 maskrcnn/conv2d_29/SymmQuant/mul/ReadVariableOp/resource" -> "1008 maskrcnn/conv2d_29/SymmQuant/mul/ReadVariableOp"; +"1008 maskrcnn/conv2d_29/SymmQuant/mul/ReadVariableOp" -> "1009 maskrcnn/conv2d_29/SymmQuant/mul"; +"1009 maskrcnn/conv2d_29/SymmQuant/mul" -> "1012 maskrcnn/conv2d_29/SymmQuant/FakeQuantWithMinMaxVars"; +"1010 maskrcnn/conv2d_29/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "1011 maskrcnn/conv2d_29/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"1011 maskrcnn/conv2d_29/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1012 maskrcnn/conv2d_29/SymmQuant/FakeQuantWithMinMaxVars"; +"1012 maskrcnn/conv2d_29/SymmQuant/FakeQuantWithMinMaxVars" -> "1013 maskrcnn/conv2d_29/Conv2D"; +"1013 maskrcnn/conv2d_29/Conv2D" -> "1022 maskrcnn/batch_normalization_29/FusedBatchNormV3"; +"1014 maskrcnn/batch_normalization_29/ReadVariableOp/resource" -> "1015 maskrcnn/batch_normalization_29/ReadVariableOp"; +"1015 maskrcnn/batch_normalization_29/ReadVariableOp" -> "1022 maskrcnn/batch_normalization_29/FusedBatchNormV3"; +"1016 maskrcnn/batch_normalization_29/ReadVariableOp_1/resource" -> "1017 maskrcnn/batch_normalization_29/ReadVariableOp_1"; +"1017 maskrcnn/batch_normalization_29/ReadVariableOp_1" -> "1022 maskrcnn/batch_normalization_29/FusedBatchNormV3"; +"1018 maskrcnn/batch_normalization_29/FusedBatchNormV3/ReadVariableOp/resource" -> "1019 maskrcnn/batch_normalization_29/FusedBatchNormV3/ReadVariableOp"; +"1019 maskrcnn/batch_normalization_29/FusedBatchNormV3/ReadVariableOp" -> "1022 maskrcnn/batch_normalization_29/FusedBatchNormV3"; +"1020 maskrcnn/batch_normalization_29/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1021 maskrcnn/batch_normalization_29/FusedBatchNormV3/ReadVariableOp_1"; +"1021 maskrcnn/batch_normalization_29/FusedBatchNormV3/ReadVariableOp_1" -> "1022 maskrcnn/batch_normalization_29/FusedBatchNormV3"; +"1022 maskrcnn/batch_normalization_29/FusedBatchNormV3" -> "1023 maskrcnn/tf.nn.relu_26/Relu"; +"1023 maskrcnn/tf.nn.relu_26/Relu" -> "1032 maskrcnn/tf.nn.relu_26/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1024 maskrcnn/tf.nn.relu_26/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "1025 maskrcnn/tf.nn.relu_26/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"1025 maskrcnn/tf.nn.relu_26/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "1026 maskrcnn/tf.nn.relu_26/fake_quantize/SymmQuant/Abs"; +"1026 maskrcnn/tf.nn.relu_26/fake_quantize/SymmQuant/Abs" -> "1028 maskrcnn/tf.nn.relu_26/fake_quantize/SymmQuant/add"; +"1027 maskrcnn/tf.nn.relu_26/fake_quantize/SymmQuant/add/y" -> "1028 maskrcnn/tf.nn.relu_26/fake_quantize/SymmQuant/add"; +"1028 maskrcnn/tf.nn.relu_26/fake_quantize/SymmQuant/add" -> "1031 maskrcnn/tf.nn.relu_26/fake_quantize/SymmQuant/mul"; +"1028 maskrcnn/tf.nn.relu_26/fake_quantize/SymmQuant/add" -> "1032 maskrcnn/tf.nn.relu_26/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1029 maskrcnn/tf.nn.relu_26/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "1030 maskrcnn/tf.nn.relu_26/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"1030 maskrcnn/tf.nn.relu_26/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "1031 maskrcnn/tf.nn.relu_26/fake_quantize/SymmQuant/mul"; +"1031 maskrcnn/tf.nn.relu_26/fake_quantize/SymmQuant/mul" -> "1032 maskrcnn/tf.nn.relu_26/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1032 maskrcnn/tf.nn.relu_26/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "1044 maskrcnn/conv2d_30/Conv2D"; +"1033 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maskrcnn/batch_normalization_30/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1062 maskrcnn/batch_normalization_30/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "1063 maskrcnn/tf.__operators__.add_8/AddV2"; +"1063 maskrcnn/tf.__operators__.add_8/AddV2" -> "1064 maskrcnn/tf.nn.relu_27/Relu"; +"1064 maskrcnn/tf.nn.relu_27/Relu" -> "1073 maskrcnn/tf.nn.relu_27/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1065 maskrcnn/tf.nn.relu_27/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "1066 maskrcnn/tf.nn.relu_27/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"1066 maskrcnn/tf.nn.relu_27/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "1067 maskrcnn/tf.nn.relu_27/fake_quantize/SymmQuant/Abs"; +"1067 maskrcnn/tf.nn.relu_27/fake_quantize/SymmQuant/Abs" -> "1069 maskrcnn/tf.nn.relu_27/fake_quantize/SymmQuant/add"; +"1068 maskrcnn/tf.nn.relu_27/fake_quantize/SymmQuant/add/y" -> "1069 maskrcnn/tf.nn.relu_27/fake_quantize/SymmQuant/add"; +"1069 maskrcnn/tf.nn.relu_27/fake_quantize/SymmQuant/add" -> "1072 maskrcnn/tf.nn.relu_27/fake_quantize/SymmQuant/mul"; +"1069 maskrcnn/tf.nn.relu_27/fake_quantize/SymmQuant/add" -> "1073 maskrcnn/tf.nn.relu_27/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1070 maskrcnn/tf.nn.relu_27/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "1071 maskrcnn/tf.nn.relu_27/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"1071 maskrcnn/tf.nn.relu_27/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "1072 maskrcnn/tf.nn.relu_27/fake_quantize/SymmQuant/mul"; +"1072 maskrcnn/tf.nn.relu_27/fake_quantize/SymmQuant/mul" -> "1073 maskrcnn/tf.nn.relu_27/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1073 maskrcnn/tf.nn.relu_27/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "1085 maskrcnn/conv2d_31/Conv2D"; +"1073 maskrcnn/tf.nn.relu_27/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "1166 maskrcnn/tf.__operators__.add_9/AddV2"; +"1074 maskrcnn/conv2d_31/SymmQuant/Abs/ReadVariableOp/resource" 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maskrcnn/conv2d_31/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"1083 maskrcnn/conv2d_31/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1084 maskrcnn/conv2d_31/SymmQuant/FakeQuantWithMinMaxVars"; +"1084 maskrcnn/conv2d_31/SymmQuant/FakeQuantWithMinMaxVars" -> "1085 maskrcnn/conv2d_31/Conv2D"; +"1085 maskrcnn/conv2d_31/Conv2D" -> "1094 maskrcnn/batch_normalization_31/FusedBatchNormV3"; +"1086 maskrcnn/batch_normalization_31/ReadVariableOp/resource" -> "1087 maskrcnn/batch_normalization_31/ReadVariableOp"; +"1087 maskrcnn/batch_normalization_31/ReadVariableOp" -> "1094 maskrcnn/batch_normalization_31/FusedBatchNormV3"; +"1088 maskrcnn/batch_normalization_31/ReadVariableOp_1/resource" -> "1089 maskrcnn/batch_normalization_31/ReadVariableOp_1"; +"1089 maskrcnn/batch_normalization_31/ReadVariableOp_1" -> "1094 maskrcnn/batch_normalization_31/FusedBatchNormV3"; +"1090 maskrcnn/batch_normalization_31/FusedBatchNormV3/ReadVariableOp/resource" -> "1091 maskrcnn/batch_normalization_31/FusedBatchNormV3/ReadVariableOp"; +"1091 maskrcnn/batch_normalization_31/FusedBatchNormV3/ReadVariableOp" -> "1094 maskrcnn/batch_normalization_31/FusedBatchNormV3"; +"1092 maskrcnn/batch_normalization_31/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1093 maskrcnn/batch_normalization_31/FusedBatchNormV3/ReadVariableOp_1"; +"1093 maskrcnn/batch_normalization_31/FusedBatchNormV3/ReadVariableOp_1" -> "1094 maskrcnn/batch_normalization_31/FusedBatchNormV3"; +"1094 maskrcnn/batch_normalization_31/FusedBatchNormV3" -> "1095 maskrcnn/tf.nn.relu_28/Relu"; +"1095 maskrcnn/tf.nn.relu_28/Relu" -> "1104 maskrcnn/tf.nn.relu_28/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1096 maskrcnn/tf.nn.relu_28/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "1097 maskrcnn/tf.nn.relu_28/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"1097 maskrcnn/tf.nn.relu_28/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "1098 maskrcnn/tf.nn.relu_28/fake_quantize/SymmQuant/Abs"; +"1098 maskrcnn/tf.nn.relu_28/fake_quantize/SymmQuant/Abs" -> "1100 maskrcnn/tf.nn.relu_28/fake_quantize/SymmQuant/add"; +"1099 maskrcnn/tf.nn.relu_28/fake_quantize/SymmQuant/add/y" -> "1100 maskrcnn/tf.nn.relu_28/fake_quantize/SymmQuant/add"; +"1100 maskrcnn/tf.nn.relu_28/fake_quantize/SymmQuant/add" -> "1103 maskrcnn/tf.nn.relu_28/fake_quantize/SymmQuant/mul"; +"1100 maskrcnn/tf.nn.relu_28/fake_quantize/SymmQuant/add" -> "1104 maskrcnn/tf.nn.relu_28/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1101 maskrcnn/tf.nn.relu_28/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "1102 maskrcnn/tf.nn.relu_28/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"1102 maskrcnn/tf.nn.relu_28/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "1103 maskrcnn/tf.nn.relu_28/fake_quantize/SymmQuant/mul"; +"1103 maskrcnn/tf.nn.relu_28/fake_quantize/SymmQuant/mul" -> "1104 maskrcnn/tf.nn.relu_28/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; 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maskrcnn/tf.nn.relu_29/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"1128 maskrcnn/tf.nn.relu_29/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "1129 maskrcnn/tf.nn.relu_29/fake_quantize/SymmQuant/Abs"; +"1129 maskrcnn/tf.nn.relu_29/fake_quantize/SymmQuant/Abs" -> "1131 maskrcnn/tf.nn.relu_29/fake_quantize/SymmQuant/add"; +"1130 maskrcnn/tf.nn.relu_29/fake_quantize/SymmQuant/add/y" -> "1131 maskrcnn/tf.nn.relu_29/fake_quantize/SymmQuant/add"; +"1131 maskrcnn/tf.nn.relu_29/fake_quantize/SymmQuant/add" -> "1134 maskrcnn/tf.nn.relu_29/fake_quantize/SymmQuant/mul"; +"1131 maskrcnn/tf.nn.relu_29/fake_quantize/SymmQuant/add" -> "1135 maskrcnn/tf.nn.relu_29/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1132 maskrcnn/tf.nn.relu_29/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "1133 maskrcnn/tf.nn.relu_29/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"1133 maskrcnn/tf.nn.relu_29/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "1134 maskrcnn/tf.nn.relu_29/fake_quantize/SymmQuant/mul"; +"1134 maskrcnn/tf.nn.relu_29/fake_quantize/SymmQuant/mul" -> "1135 maskrcnn/tf.nn.relu_29/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1135 maskrcnn/tf.nn.relu_29/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "1147 maskrcnn/conv2d_33/Conv2D"; +"1136 maskrcnn/conv2d_33/SymmQuant/Abs/ReadVariableOp/resource" -> "1137 maskrcnn/conv2d_33/SymmQuant/Abs/ReadVariableOp"; +"1137 maskrcnn/conv2d_33/SymmQuant/Abs/ReadVariableOp" -> "1138 maskrcnn/conv2d_33/SymmQuant/Abs"; +"1138 maskrcnn/conv2d_33/SymmQuant/Abs" -> "1140 maskrcnn/conv2d_33/SymmQuant/add"; +"1139 maskrcnn/conv2d_33/SymmQuant/add/y" -> "1140 maskrcnn/conv2d_33/SymmQuant/add"; +"1140 maskrcnn/conv2d_33/SymmQuant/add" -> "1143 maskrcnn/conv2d_33/SymmQuant/mul"; +"1140 maskrcnn/conv2d_33/SymmQuant/add" -> "1146 maskrcnn/conv2d_33/SymmQuant/FakeQuantWithMinMaxVars"; +"1141 maskrcnn/conv2d_33/SymmQuant/mul/ReadVariableOp/resource" -> "1142 maskrcnn/conv2d_33/SymmQuant/mul/ReadVariableOp"; +"1142 maskrcnn/conv2d_33/SymmQuant/mul/ReadVariableOp" -> "1143 maskrcnn/conv2d_33/SymmQuant/mul"; +"1143 maskrcnn/conv2d_33/SymmQuant/mul" -> "1146 maskrcnn/conv2d_33/SymmQuant/FakeQuantWithMinMaxVars"; +"1144 maskrcnn/conv2d_33/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "1145 maskrcnn/conv2d_33/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"1145 maskrcnn/conv2d_33/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1146 maskrcnn/conv2d_33/SymmQuant/FakeQuantWithMinMaxVars"; +"1146 maskrcnn/conv2d_33/SymmQuant/FakeQuantWithMinMaxVars" -> "1147 maskrcnn/conv2d_33/Conv2D"; +"1147 maskrcnn/conv2d_33/Conv2D" -> "1156 maskrcnn/batch_normalization_33/FusedBatchNormV3"; +"1148 maskrcnn/batch_normalization_33/ReadVariableOp/resource" -> "1149 maskrcnn/batch_normalization_33/ReadVariableOp"; +"1149 maskrcnn/batch_normalization_33/ReadVariableOp" -> "1156 maskrcnn/batch_normalization_33/FusedBatchNormV3"; +"1150 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maskrcnn/batch_normalization_37/FusedBatchNormV3" -> "1301 maskrcnn/tf.nn.relu_34/Relu"; +"1301 maskrcnn/tf.nn.relu_34/Relu" -> "1310 maskrcnn/tf.nn.relu_34/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1302 maskrcnn/tf.nn.relu_34/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "1303 maskrcnn/tf.nn.relu_34/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"1303 maskrcnn/tf.nn.relu_34/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "1304 maskrcnn/tf.nn.relu_34/fake_quantize/SymmQuant/Abs"; +"1304 maskrcnn/tf.nn.relu_34/fake_quantize/SymmQuant/Abs" -> "1306 maskrcnn/tf.nn.relu_34/fake_quantize/SymmQuant/add"; +"1305 maskrcnn/tf.nn.relu_34/fake_quantize/SymmQuant/add/y" -> "1306 maskrcnn/tf.nn.relu_34/fake_quantize/SymmQuant/add"; +"1306 maskrcnn/tf.nn.relu_34/fake_quantize/SymmQuant/add" -> "1309 maskrcnn/tf.nn.relu_34/fake_quantize/SymmQuant/mul"; +"1306 maskrcnn/tf.nn.relu_34/fake_quantize/SymmQuant/add" -> "1310 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maskrcnn/conv2d_38/SymmQuant/add"; +"1315 maskrcnn/conv2d_38/SymmQuant/add" -> "1318 maskrcnn/conv2d_38/SymmQuant/mul"; +"1315 maskrcnn/conv2d_38/SymmQuant/add" -> "1321 maskrcnn/conv2d_38/SymmQuant/FakeQuantWithMinMaxVars"; +"1316 maskrcnn/conv2d_38/SymmQuant/mul/ReadVariableOp/resource" -> "1317 maskrcnn/conv2d_38/SymmQuant/mul/ReadVariableOp"; +"1317 maskrcnn/conv2d_38/SymmQuant/mul/ReadVariableOp" -> "1318 maskrcnn/conv2d_38/SymmQuant/mul"; +"1318 maskrcnn/conv2d_38/SymmQuant/mul" -> "1321 maskrcnn/conv2d_38/SymmQuant/FakeQuantWithMinMaxVars"; +"1319 maskrcnn/conv2d_38/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "1320 maskrcnn/conv2d_38/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"1320 maskrcnn/conv2d_38/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1321 maskrcnn/conv2d_38/SymmQuant/FakeQuantWithMinMaxVars"; +"1321 maskrcnn/conv2d_38/SymmQuant/FakeQuantWithMinMaxVars" -> "1322 maskrcnn/conv2d_38/Conv2D"; +"1322 maskrcnn/conv2d_38/Conv2D" -> "1331 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maskrcnn/tf.nn.relu_35/fake_quantize/SymmQuant/mul"; +"1337 maskrcnn/tf.nn.relu_35/fake_quantize/SymmQuant/add" -> "1341 maskrcnn/tf.nn.relu_35/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1338 maskrcnn/tf.nn.relu_35/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "1339 maskrcnn/tf.nn.relu_35/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"1339 maskrcnn/tf.nn.relu_35/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "1340 maskrcnn/tf.nn.relu_35/fake_quantize/SymmQuant/mul"; +"1340 maskrcnn/tf.nn.relu_35/fake_quantize/SymmQuant/mul" -> "1341 maskrcnn/tf.nn.relu_35/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1341 maskrcnn/tf.nn.relu_35/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "1353 maskrcnn/conv2d_39/Conv2D"; +"1342 maskrcnn/conv2d_39/SymmQuant/Abs/ReadVariableOp/resource" -> "1343 maskrcnn/conv2d_39/SymmQuant/Abs/ReadVariableOp"; +"1343 maskrcnn/conv2d_39/SymmQuant/Abs/ReadVariableOp" -> "1344 maskrcnn/conv2d_39/SymmQuant/Abs"; +"1344 maskrcnn/conv2d_39/SymmQuant/Abs" -> "1346 maskrcnn/conv2d_39/SymmQuant/add"; +"1345 maskrcnn/conv2d_39/SymmQuant/add/y" -> "1346 maskrcnn/conv2d_39/SymmQuant/add"; +"1346 maskrcnn/conv2d_39/SymmQuant/add" -> "1349 maskrcnn/conv2d_39/SymmQuant/mul"; +"1346 maskrcnn/conv2d_39/SymmQuant/add" -> "1352 maskrcnn/conv2d_39/SymmQuant/FakeQuantWithMinMaxVars"; +"1347 maskrcnn/conv2d_39/SymmQuant/mul/ReadVariableOp/resource" -> "1348 maskrcnn/conv2d_39/SymmQuant/mul/ReadVariableOp"; +"1348 maskrcnn/conv2d_39/SymmQuant/mul/ReadVariableOp" -> "1349 maskrcnn/conv2d_39/SymmQuant/mul"; +"1349 maskrcnn/conv2d_39/SymmQuant/mul" -> "1352 maskrcnn/conv2d_39/SymmQuant/FakeQuantWithMinMaxVars"; +"1350 maskrcnn/conv2d_39/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "1351 maskrcnn/conv2d_39/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"1351 maskrcnn/conv2d_39/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1352 maskrcnn/conv2d_39/SymmQuant/FakeQuantWithMinMaxVars"; +"1352 maskrcnn/conv2d_39/SymmQuant/FakeQuantWithMinMaxVars" -> "1353 maskrcnn/conv2d_39/Conv2D"; +"1353 maskrcnn/conv2d_39/Conv2D" -> "1362 maskrcnn/batch_normalization_39/FusedBatchNormV3"; +"1354 maskrcnn/batch_normalization_39/ReadVariableOp/resource" -> "1355 maskrcnn/batch_normalization_39/ReadVariableOp"; +"1355 maskrcnn/batch_normalization_39/ReadVariableOp" -> "1362 maskrcnn/batch_normalization_39/FusedBatchNormV3"; +"1356 maskrcnn/batch_normalization_39/ReadVariableOp_1/resource" -> "1357 maskrcnn/batch_normalization_39/ReadVariableOp_1"; +"1357 maskrcnn/batch_normalization_39/ReadVariableOp_1" -> "1362 maskrcnn/batch_normalization_39/FusedBatchNormV3"; +"1358 maskrcnn/batch_normalization_39/FusedBatchNormV3/ReadVariableOp/resource" -> "1359 maskrcnn/batch_normalization_39/FusedBatchNormV3/ReadVariableOp"; +"1359 maskrcnn/batch_normalization_39/FusedBatchNormV3/ReadVariableOp" -> "1362 maskrcnn/batch_normalization_39/FusedBatchNormV3"; +"1360 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maskrcnn/tf.__operators__.add_11/AddV2" -> "1373 maskrcnn/tf.nn.relu_36/Relu"; +"1373 maskrcnn/tf.nn.relu_36/Relu" -> "1382 maskrcnn/tf.nn.relu_36/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1374 maskrcnn/tf.nn.relu_36/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "1375 maskrcnn/tf.nn.relu_36/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"1375 maskrcnn/tf.nn.relu_36/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "1376 maskrcnn/tf.nn.relu_36/fake_quantize/SymmQuant/Abs"; +"1376 maskrcnn/tf.nn.relu_36/fake_quantize/SymmQuant/Abs" -> "1378 maskrcnn/tf.nn.relu_36/fake_quantize/SymmQuant/add"; +"1377 maskrcnn/tf.nn.relu_36/fake_quantize/SymmQuant/add/y" -> "1378 maskrcnn/tf.nn.relu_36/fake_quantize/SymmQuant/add"; +"1378 maskrcnn/tf.nn.relu_36/fake_quantize/SymmQuant/add" -> "1381 maskrcnn/tf.nn.relu_36/fake_quantize/SymmQuant/mul"; +"1378 maskrcnn/tf.nn.relu_36/fake_quantize/SymmQuant/add" -> "1382 maskrcnn/tf.nn.relu_36/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; 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maskrcnn/conv2d_40/SymmQuant/add/y" -> "1387 maskrcnn/conv2d_40/SymmQuant/add"; +"1387 maskrcnn/conv2d_40/SymmQuant/add" -> "1390 maskrcnn/conv2d_40/SymmQuant/mul"; +"1387 maskrcnn/conv2d_40/SymmQuant/add" -> "1393 maskrcnn/conv2d_40/SymmQuant/FakeQuantWithMinMaxVars"; +"1388 maskrcnn/conv2d_40/SymmQuant/mul/ReadVariableOp/resource" -> "1389 maskrcnn/conv2d_40/SymmQuant/mul/ReadVariableOp"; +"1389 maskrcnn/conv2d_40/SymmQuant/mul/ReadVariableOp" -> "1390 maskrcnn/conv2d_40/SymmQuant/mul"; +"1390 maskrcnn/conv2d_40/SymmQuant/mul" -> "1393 maskrcnn/conv2d_40/SymmQuant/FakeQuantWithMinMaxVars"; +"1391 maskrcnn/conv2d_40/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "1392 maskrcnn/conv2d_40/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"1392 maskrcnn/conv2d_40/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1393 maskrcnn/conv2d_40/SymmQuant/FakeQuantWithMinMaxVars"; +"1393 maskrcnn/conv2d_40/SymmQuant/FakeQuantWithMinMaxVars" -> "1394 maskrcnn/conv2d_40/Conv2D"; 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maskrcnn/tf.nn.relu_37/fake_quantize/SymmQuant/add" -> "1412 maskrcnn/tf.nn.relu_37/fake_quantize/SymmQuant/mul"; +"1409 maskrcnn/tf.nn.relu_37/fake_quantize/SymmQuant/add" -> "1413 maskrcnn/tf.nn.relu_37/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1410 maskrcnn/tf.nn.relu_37/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "1411 maskrcnn/tf.nn.relu_37/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"1411 maskrcnn/tf.nn.relu_37/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "1412 maskrcnn/tf.nn.relu_37/fake_quantize/SymmQuant/mul"; +"1412 maskrcnn/tf.nn.relu_37/fake_quantize/SymmQuant/mul" -> "1413 maskrcnn/tf.nn.relu_37/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1413 maskrcnn/tf.nn.relu_37/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "1425 maskrcnn/conv2d_41/Conv2D"; +"1414 maskrcnn/conv2d_41/SymmQuant/Abs/ReadVariableOp/resource" -> "1415 maskrcnn/conv2d_41/SymmQuant/Abs/ReadVariableOp"; +"1415 maskrcnn/conv2d_41/SymmQuant/Abs/ReadVariableOp" -> "1416 maskrcnn/conv2d_41/SymmQuant/Abs"; +"1416 maskrcnn/conv2d_41/SymmQuant/Abs" -> "1418 maskrcnn/conv2d_41/SymmQuant/add"; +"1417 maskrcnn/conv2d_41/SymmQuant/add/y" -> "1418 maskrcnn/conv2d_41/SymmQuant/add"; +"1418 maskrcnn/conv2d_41/SymmQuant/add" -> "1421 maskrcnn/conv2d_41/SymmQuant/mul"; +"1418 maskrcnn/conv2d_41/SymmQuant/add" -> "1424 maskrcnn/conv2d_41/SymmQuant/FakeQuantWithMinMaxVars"; +"1419 maskrcnn/conv2d_41/SymmQuant/mul/ReadVariableOp/resource" -> "1420 maskrcnn/conv2d_41/SymmQuant/mul/ReadVariableOp"; +"1420 maskrcnn/conv2d_41/SymmQuant/mul/ReadVariableOp" -> "1421 maskrcnn/conv2d_41/SymmQuant/mul"; +"1421 maskrcnn/conv2d_41/SymmQuant/mul" -> "1424 maskrcnn/conv2d_41/SymmQuant/FakeQuantWithMinMaxVars"; +"1422 maskrcnn/conv2d_41/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "1423 maskrcnn/conv2d_41/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"1423 maskrcnn/conv2d_41/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1424 maskrcnn/conv2d_41/SymmQuant/FakeQuantWithMinMaxVars"; +"1424 maskrcnn/conv2d_41/SymmQuant/FakeQuantWithMinMaxVars" -> "1425 maskrcnn/conv2d_41/Conv2D"; +"1425 maskrcnn/conv2d_41/Conv2D" -> "1434 maskrcnn/batch_normalization_41/FusedBatchNormV3"; +"1426 maskrcnn/batch_normalization_41/ReadVariableOp/resource" -> "1427 maskrcnn/batch_normalization_41/ReadVariableOp"; +"1427 maskrcnn/batch_normalization_41/ReadVariableOp" -> "1434 maskrcnn/batch_normalization_41/FusedBatchNormV3"; +"1428 maskrcnn/batch_normalization_41/ReadVariableOp_1/resource" -> "1429 maskrcnn/batch_normalization_41/ReadVariableOp_1"; +"1429 maskrcnn/batch_normalization_41/ReadVariableOp_1" -> "1434 maskrcnn/batch_normalization_41/FusedBatchNormV3"; +"1430 maskrcnn/batch_normalization_41/FusedBatchNormV3/ReadVariableOp/resource" -> "1431 maskrcnn/batch_normalization_41/FusedBatchNormV3/ReadVariableOp"; +"1431 maskrcnn/batch_normalization_41/FusedBatchNormV3/ReadVariableOp" -> "1434 maskrcnn/batch_normalization_41/FusedBatchNormV3"; +"1432 maskrcnn/batch_normalization_41/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1433 maskrcnn/batch_normalization_41/FusedBatchNormV3/ReadVariableOp_1"; +"1433 maskrcnn/batch_normalization_41/FusedBatchNormV3/ReadVariableOp_1" -> "1434 maskrcnn/batch_normalization_41/FusedBatchNormV3"; +"1434 maskrcnn/batch_normalization_41/FusedBatchNormV3" -> "1435 maskrcnn/tf.nn.relu_38/Relu"; +"1435 maskrcnn/tf.nn.relu_38/Relu" -> "1444 maskrcnn/tf.nn.relu_38/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1436 maskrcnn/tf.nn.relu_38/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "1437 maskrcnn/tf.nn.relu_38/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"1437 maskrcnn/tf.nn.relu_38/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "1438 maskrcnn/tf.nn.relu_38/fake_quantize/SymmQuant/Abs"; +"1438 maskrcnn/tf.nn.relu_38/fake_quantize/SymmQuant/Abs" -> "1440 maskrcnn/tf.nn.relu_38/fake_quantize/SymmQuant/add"; +"1439 maskrcnn/tf.nn.relu_38/fake_quantize/SymmQuant/add/y" -> "1440 maskrcnn/tf.nn.relu_38/fake_quantize/SymmQuant/add"; +"1440 maskrcnn/tf.nn.relu_38/fake_quantize/SymmQuant/add" -> "1443 maskrcnn/tf.nn.relu_38/fake_quantize/SymmQuant/mul"; +"1440 maskrcnn/tf.nn.relu_38/fake_quantize/SymmQuant/add" -> "1444 maskrcnn/tf.nn.relu_38/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1441 maskrcnn/tf.nn.relu_38/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "1442 maskrcnn/tf.nn.relu_38/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"1442 maskrcnn/tf.nn.relu_38/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "1443 maskrcnn/tf.nn.relu_38/fake_quantize/SymmQuant/mul"; +"1443 maskrcnn/tf.nn.relu_38/fake_quantize/SymmQuant/mul" -> "1444 maskrcnn/tf.nn.relu_38/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1444 maskrcnn/tf.nn.relu_38/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "1456 maskrcnn/conv2d_42/Conv2D"; +"1445 maskrcnn/conv2d_42/SymmQuant/Abs/ReadVariableOp/resource" -> "1446 maskrcnn/conv2d_42/SymmQuant/Abs/ReadVariableOp"; +"1446 maskrcnn/conv2d_42/SymmQuant/Abs/ReadVariableOp" -> "1447 maskrcnn/conv2d_42/SymmQuant/Abs"; +"1447 maskrcnn/conv2d_42/SymmQuant/Abs" -> "1449 maskrcnn/conv2d_42/SymmQuant/add"; +"1448 maskrcnn/conv2d_42/SymmQuant/add/y" -> "1449 maskrcnn/conv2d_42/SymmQuant/add"; +"1449 maskrcnn/conv2d_42/SymmQuant/add" -> "1452 maskrcnn/conv2d_42/SymmQuant/mul"; +"1449 maskrcnn/conv2d_42/SymmQuant/add" -> "1455 maskrcnn/conv2d_42/SymmQuant/FakeQuantWithMinMaxVars"; +"1450 maskrcnn/conv2d_42/SymmQuant/mul/ReadVariableOp/resource" -> "1451 maskrcnn/conv2d_42/SymmQuant/mul/ReadVariableOp"; +"1451 maskrcnn/conv2d_42/SymmQuant/mul/ReadVariableOp" -> "1452 maskrcnn/conv2d_42/SymmQuant/mul"; +"1452 maskrcnn/conv2d_42/SymmQuant/mul" -> "1455 maskrcnn/conv2d_42/SymmQuant/FakeQuantWithMinMaxVars"; +"1453 maskrcnn/conv2d_42/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "1454 maskrcnn/conv2d_42/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"1454 maskrcnn/conv2d_42/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1455 maskrcnn/conv2d_42/SymmQuant/FakeQuantWithMinMaxVars"; +"1455 maskrcnn/conv2d_42/SymmQuant/FakeQuantWithMinMaxVars" -> "1456 maskrcnn/conv2d_42/Conv2D"; +"1456 maskrcnn/conv2d_42/Conv2D" -> "1465 maskrcnn/batch_normalization_42/FusedBatchNormV3"; +"1457 maskrcnn/batch_normalization_42/ReadVariableOp/resource" -> "1458 maskrcnn/batch_normalization_42/ReadVariableOp"; +"1458 maskrcnn/batch_normalization_42/ReadVariableOp" -> "1465 maskrcnn/batch_normalization_42/FusedBatchNormV3"; +"1459 maskrcnn/batch_normalization_42/ReadVariableOp_1/resource" -> "1460 maskrcnn/batch_normalization_42/ReadVariableOp_1"; +"1460 maskrcnn/batch_normalization_42/ReadVariableOp_1" -> "1465 maskrcnn/batch_normalization_42/FusedBatchNormV3"; +"1461 maskrcnn/batch_normalization_42/FusedBatchNormV3/ReadVariableOp/resource" -> "1462 maskrcnn/batch_normalization_42/FusedBatchNormV3/ReadVariableOp"; +"1462 maskrcnn/batch_normalization_42/FusedBatchNormV3/ReadVariableOp" -> "1465 maskrcnn/batch_normalization_42/FusedBatchNormV3"; +"1463 maskrcnn/batch_normalization_42/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1464 maskrcnn/batch_normalization_42/FusedBatchNormV3/ReadVariableOp_1"; +"1464 maskrcnn/batch_normalization_42/FusedBatchNormV3/ReadVariableOp_1" -> "1465 maskrcnn/batch_normalization_42/FusedBatchNormV3"; +"1465 maskrcnn/batch_normalization_42/FusedBatchNormV3" -> "1474 maskrcnn/batch_normalization_42/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1466 maskrcnn/batch_normalization_42/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "1467 maskrcnn/batch_normalization_42/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"1467 maskrcnn/batch_normalization_42/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "1468 maskrcnn/batch_normalization_42/fake_quantize/SymmQuant/Abs"; +"1468 maskrcnn/batch_normalization_42/fake_quantize/SymmQuant/Abs" -> "1470 maskrcnn/batch_normalization_42/fake_quantize/SymmQuant/add"; +"1469 maskrcnn/batch_normalization_42/fake_quantize/SymmQuant/add/y" -> "1470 maskrcnn/batch_normalization_42/fake_quantize/SymmQuant/add"; +"1470 maskrcnn/batch_normalization_42/fake_quantize/SymmQuant/add" -> "1473 maskrcnn/batch_normalization_42/fake_quantize/SymmQuant/mul"; +"1470 maskrcnn/batch_normalization_42/fake_quantize/SymmQuant/add" -> "1474 maskrcnn/batch_normalization_42/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1471 maskrcnn/batch_normalization_42/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "1472 maskrcnn/batch_normalization_42/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"1472 maskrcnn/batch_normalization_42/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "1473 maskrcnn/batch_normalization_42/fake_quantize/SymmQuant/mul"; +"1473 maskrcnn/batch_normalization_42/fake_quantize/SymmQuant/mul" -> "1474 maskrcnn/batch_normalization_42/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1474 maskrcnn/batch_normalization_42/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "1475 maskrcnn/tf.__operators__.add_12/AddV2"; +"1475 maskrcnn/tf.__operators__.add_12/AddV2" -> "1476 maskrcnn/tf.nn.relu_39/Relu"; +"1476 maskrcnn/tf.nn.relu_39/Relu" -> "1485 maskrcnn/tf.nn.relu_39/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1477 maskrcnn/tf.nn.relu_39/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "1478 maskrcnn/tf.nn.relu_39/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"1478 maskrcnn/tf.nn.relu_39/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "1479 maskrcnn/tf.nn.relu_39/fake_quantize/SymmQuant/Abs"; +"1479 maskrcnn/tf.nn.relu_39/fake_quantize/SymmQuant/Abs" -> "1481 maskrcnn/tf.nn.relu_39/fake_quantize/SymmQuant/add"; +"1480 maskrcnn/tf.nn.relu_39/fake_quantize/SymmQuant/add/y" -> "1481 maskrcnn/tf.nn.relu_39/fake_quantize/SymmQuant/add"; +"1481 maskrcnn/tf.nn.relu_39/fake_quantize/SymmQuant/add" -> "1484 maskrcnn/tf.nn.relu_39/fake_quantize/SymmQuant/mul"; +"1481 maskrcnn/tf.nn.relu_39/fake_quantize/SymmQuant/add" -> "1485 maskrcnn/tf.nn.relu_39/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1482 maskrcnn/tf.nn.relu_39/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "1483 maskrcnn/tf.nn.relu_39/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"1483 maskrcnn/tf.nn.relu_39/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "1484 maskrcnn/tf.nn.relu_39/fake_quantize/SymmQuant/mul"; +"1484 maskrcnn/tf.nn.relu_39/fake_quantize/SymmQuant/mul" -> "1485 maskrcnn/tf.nn.relu_39/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1485 maskrcnn/tf.nn.relu_39/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "1486 maskrcnn/tf.identity_4/Identity"; +"1486 maskrcnn/tf.identity_4/Identity" -> "1498 maskrcnn/conv2d_44/Conv2D"; +"1486 maskrcnn/tf.identity_4/Identity" -> "1543 maskrcnn/tf.compat.v1.pad_5/Pad"; +"1486 maskrcnn/tf.identity_4/Identity" -> "1866 maskrcnn/l4/Conv2D"; +"1487 maskrcnn/conv2d_44/SymmQuant/Abs/ReadVariableOp/resource" -> "1488 maskrcnn/conv2d_44/SymmQuant/Abs/ReadVariableOp"; +"1488 maskrcnn/conv2d_44/SymmQuant/Abs/ReadVariableOp" -> "1489 maskrcnn/conv2d_44/SymmQuant/Abs"; +"1489 maskrcnn/conv2d_44/SymmQuant/Abs" -> "1491 maskrcnn/conv2d_44/SymmQuant/add"; +"1490 maskrcnn/conv2d_44/SymmQuant/add/y" -> "1491 maskrcnn/conv2d_44/SymmQuant/add"; +"1491 maskrcnn/conv2d_44/SymmQuant/add" -> "1494 maskrcnn/conv2d_44/SymmQuant/mul"; +"1491 maskrcnn/conv2d_44/SymmQuant/add" -> "1497 maskrcnn/conv2d_44/SymmQuant/FakeQuantWithMinMaxVars"; +"1492 maskrcnn/conv2d_44/SymmQuant/mul/ReadVariableOp/resource" -> "1493 maskrcnn/conv2d_44/SymmQuant/mul/ReadVariableOp"; +"1493 maskrcnn/conv2d_44/SymmQuant/mul/ReadVariableOp" -> "1494 maskrcnn/conv2d_44/SymmQuant/mul"; +"1494 maskrcnn/conv2d_44/SymmQuant/mul" -> "1497 maskrcnn/conv2d_44/SymmQuant/FakeQuantWithMinMaxVars"; +"1495 maskrcnn/conv2d_44/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "1496 maskrcnn/conv2d_44/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"1496 maskrcnn/conv2d_44/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1497 maskrcnn/conv2d_44/SymmQuant/FakeQuantWithMinMaxVars"; +"1497 maskrcnn/conv2d_44/SymmQuant/FakeQuantWithMinMaxVars" -> "1498 maskrcnn/conv2d_44/Conv2D"; +"1498 maskrcnn/conv2d_44/Conv2D" -> "1507 maskrcnn/batch_normalization_44/FusedBatchNormV3"; +"1499 maskrcnn/batch_normalization_44/ReadVariableOp/resource" -> "1500 maskrcnn/batch_normalization_44/ReadVariableOp"; +"1500 maskrcnn/batch_normalization_44/ReadVariableOp" -> "1507 maskrcnn/batch_normalization_44/FusedBatchNormV3"; +"1501 maskrcnn/batch_normalization_44/ReadVariableOp_1/resource" -> "1502 maskrcnn/batch_normalization_44/ReadVariableOp_1"; +"1502 maskrcnn/batch_normalization_44/ReadVariableOp_1" -> "1507 maskrcnn/batch_normalization_44/FusedBatchNormV3"; +"1503 maskrcnn/batch_normalization_44/FusedBatchNormV3/ReadVariableOp/resource" -> "1504 maskrcnn/batch_normalization_44/FusedBatchNormV3/ReadVariableOp"; +"1504 maskrcnn/batch_normalization_44/FusedBatchNormV3/ReadVariableOp" -> "1507 maskrcnn/batch_normalization_44/FusedBatchNormV3"; +"1505 maskrcnn/batch_normalization_44/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1506 maskrcnn/batch_normalization_44/FusedBatchNormV3/ReadVariableOp_1"; +"1506 maskrcnn/batch_normalization_44/FusedBatchNormV3/ReadVariableOp_1" -> "1507 maskrcnn/batch_normalization_44/FusedBatchNormV3"; +"1507 maskrcnn/batch_normalization_44/FusedBatchNormV3" -> "1508 maskrcnn/tf.nn.relu_40/Relu"; +"1508 maskrcnn/tf.nn.relu_40/Relu" -> "1517 maskrcnn/tf.nn.relu_40/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1509 maskrcnn/tf.nn.relu_40/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "1510 maskrcnn/tf.nn.relu_40/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"1510 maskrcnn/tf.nn.relu_40/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "1511 maskrcnn/tf.nn.relu_40/fake_quantize/SymmQuant/Abs"; +"1511 maskrcnn/tf.nn.relu_40/fake_quantize/SymmQuant/Abs" -> "1513 maskrcnn/tf.nn.relu_40/fake_quantize/SymmQuant/add"; +"1512 maskrcnn/tf.nn.relu_40/fake_quantize/SymmQuant/add/y" -> "1513 maskrcnn/tf.nn.relu_40/fake_quantize/SymmQuant/add"; +"1513 maskrcnn/tf.nn.relu_40/fake_quantize/SymmQuant/add" -> "1516 maskrcnn/tf.nn.relu_40/fake_quantize/SymmQuant/mul"; +"1513 maskrcnn/tf.nn.relu_40/fake_quantize/SymmQuant/add" -> "1517 maskrcnn/tf.nn.relu_40/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1514 maskrcnn/tf.nn.relu_40/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "1515 maskrcnn/tf.nn.relu_40/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"1515 maskrcnn/tf.nn.relu_40/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "1516 maskrcnn/tf.nn.relu_40/fake_quantize/SymmQuant/mul"; +"1516 maskrcnn/tf.nn.relu_40/fake_quantize/SymmQuant/mul" -> "1517 maskrcnn/tf.nn.relu_40/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1517 maskrcnn/tf.nn.relu_40/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "1519 maskrcnn/tf.compat.v1.pad_6/Pad"; +"1518 maskrcnn/tf.compat.v1.pad_6/Pad/paddings" -> "1519 maskrcnn/tf.compat.v1.pad_6/Pad"; +"1519 maskrcnn/tf.compat.v1.pad_6/Pad" -> "1531 maskrcnn/conv2d_45/Conv2D"; +"1520 maskrcnn/conv2d_45/SymmQuant/Abs/ReadVariableOp/resource" -> "1521 maskrcnn/conv2d_45/SymmQuant/Abs/ReadVariableOp"; +"1521 maskrcnn/conv2d_45/SymmQuant/Abs/ReadVariableOp" -> "1522 maskrcnn/conv2d_45/SymmQuant/Abs"; +"1522 maskrcnn/conv2d_45/SymmQuant/Abs" -> "1524 maskrcnn/conv2d_45/SymmQuant/add"; +"1523 maskrcnn/conv2d_45/SymmQuant/add/y" -> "1524 maskrcnn/conv2d_45/SymmQuant/add"; +"1524 maskrcnn/conv2d_45/SymmQuant/add" -> "1527 maskrcnn/conv2d_45/SymmQuant/mul"; +"1524 maskrcnn/conv2d_45/SymmQuant/add" -> "1530 maskrcnn/conv2d_45/SymmQuant/FakeQuantWithMinMaxVars"; +"1525 maskrcnn/conv2d_45/SymmQuant/mul/ReadVariableOp/resource" -> "1526 maskrcnn/conv2d_45/SymmQuant/mul/ReadVariableOp"; +"1526 maskrcnn/conv2d_45/SymmQuant/mul/ReadVariableOp" -> "1527 maskrcnn/conv2d_45/SymmQuant/mul"; +"1527 maskrcnn/conv2d_45/SymmQuant/mul" -> "1530 maskrcnn/conv2d_45/SymmQuant/FakeQuantWithMinMaxVars"; +"1528 maskrcnn/conv2d_45/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "1529 maskrcnn/conv2d_45/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"1529 maskrcnn/conv2d_45/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1530 maskrcnn/conv2d_45/SymmQuant/FakeQuantWithMinMaxVars"; +"1530 maskrcnn/conv2d_45/SymmQuant/FakeQuantWithMinMaxVars" -> "1531 maskrcnn/conv2d_45/Conv2D"; +"1531 maskrcnn/conv2d_45/Conv2D" -> "1540 maskrcnn/batch_normalization_45/FusedBatchNormV3"; +"1532 maskrcnn/batch_normalization_45/ReadVariableOp/resource" -> "1533 maskrcnn/batch_normalization_45/ReadVariableOp"; +"1533 maskrcnn/batch_normalization_45/ReadVariableOp" -> "1540 maskrcnn/batch_normalization_45/FusedBatchNormV3"; +"1534 maskrcnn/batch_normalization_45/ReadVariableOp_1/resource" -> "1535 maskrcnn/batch_normalization_45/ReadVariableOp_1"; +"1535 maskrcnn/batch_normalization_45/ReadVariableOp_1" -> "1540 maskrcnn/batch_normalization_45/FusedBatchNormV3"; +"1536 maskrcnn/batch_normalization_45/FusedBatchNormV3/ReadVariableOp/resource" -> "1537 maskrcnn/batch_normalization_45/FusedBatchNormV3/ReadVariableOp"; +"1537 maskrcnn/batch_normalization_45/FusedBatchNormV3/ReadVariableOp" -> "1540 maskrcnn/batch_normalization_45/FusedBatchNormV3"; +"1538 maskrcnn/batch_normalization_45/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1539 maskrcnn/batch_normalization_45/FusedBatchNormV3/ReadVariableOp_1"; +"1539 maskrcnn/batch_normalization_45/FusedBatchNormV3/ReadVariableOp_1" -> "1540 maskrcnn/batch_normalization_45/FusedBatchNormV3"; +"1540 maskrcnn/batch_normalization_45/FusedBatchNormV3" -> "1541 maskrcnn/tf.nn.relu_41/Relu"; +"1541 maskrcnn/tf.nn.relu_41/Relu" -> "1552 maskrcnn/tf.nn.relu_41/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1542 maskrcnn/tf.compat.v1.pad_5/Pad/paddings" -> "1543 maskrcnn/tf.compat.v1.pad_5/Pad"; +"1543 maskrcnn/tf.compat.v1.pad_5/Pad" -> "1564 maskrcnn/conv2d_43/Conv2D"; +"1544 maskrcnn/tf.nn.relu_41/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "1545 maskrcnn/tf.nn.relu_41/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"1545 maskrcnn/tf.nn.relu_41/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "1546 maskrcnn/tf.nn.relu_41/fake_quantize/SymmQuant/Abs"; +"1546 maskrcnn/tf.nn.relu_41/fake_quantize/SymmQuant/Abs" -> "1548 maskrcnn/tf.nn.relu_41/fake_quantize/SymmQuant/add"; +"1547 maskrcnn/tf.nn.relu_41/fake_quantize/SymmQuant/add/y" -> "1548 maskrcnn/tf.nn.relu_41/fake_quantize/SymmQuant/add"; +"1548 maskrcnn/tf.nn.relu_41/fake_quantize/SymmQuant/add" -> "1551 maskrcnn/tf.nn.relu_41/fake_quantize/SymmQuant/mul"; +"1548 maskrcnn/tf.nn.relu_41/fake_quantize/SymmQuant/add" -> "1552 maskrcnn/tf.nn.relu_41/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1549 maskrcnn/tf.nn.relu_41/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "1550 maskrcnn/tf.nn.relu_41/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"1550 maskrcnn/tf.nn.relu_41/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "1551 maskrcnn/tf.nn.relu_41/fake_quantize/SymmQuant/mul"; +"1551 maskrcnn/tf.nn.relu_41/fake_quantize/SymmQuant/mul" -> "1552 maskrcnn/tf.nn.relu_41/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1552 maskrcnn/tf.nn.relu_41/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "1576 maskrcnn/conv2d_46/Conv2D"; +"1553 maskrcnn/conv2d_43/SymmQuant/Abs/ReadVariableOp/resource" -> "1554 maskrcnn/conv2d_43/SymmQuant/Abs/ReadVariableOp"; +"1554 maskrcnn/conv2d_43/SymmQuant/Abs/ReadVariableOp" -> "1555 maskrcnn/conv2d_43/SymmQuant/Abs"; +"1555 maskrcnn/conv2d_43/SymmQuant/Abs" -> "1557 maskrcnn/conv2d_43/SymmQuant/add"; +"1556 maskrcnn/conv2d_43/SymmQuant/add/y" -> "1557 maskrcnn/conv2d_43/SymmQuant/add"; +"1557 maskrcnn/conv2d_43/SymmQuant/add" -> "1560 maskrcnn/conv2d_43/SymmQuant/mul"; +"1557 maskrcnn/conv2d_43/SymmQuant/add" -> "1563 maskrcnn/conv2d_43/SymmQuant/FakeQuantWithMinMaxVars"; +"1558 maskrcnn/conv2d_43/SymmQuant/mul/ReadVariableOp/resource" -> "1559 maskrcnn/conv2d_43/SymmQuant/mul/ReadVariableOp"; +"1559 maskrcnn/conv2d_43/SymmQuant/mul/ReadVariableOp" -> "1560 maskrcnn/conv2d_43/SymmQuant/mul"; +"1560 maskrcnn/conv2d_43/SymmQuant/mul" -> "1563 maskrcnn/conv2d_43/SymmQuant/FakeQuantWithMinMaxVars"; +"1561 maskrcnn/conv2d_43/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "1562 maskrcnn/conv2d_43/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"1562 maskrcnn/conv2d_43/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1563 maskrcnn/conv2d_43/SymmQuant/FakeQuantWithMinMaxVars"; +"1563 maskrcnn/conv2d_43/SymmQuant/FakeQuantWithMinMaxVars" -> "1564 maskrcnn/conv2d_43/Conv2D"; +"1564 maskrcnn/conv2d_43/Conv2D" -> "1585 maskrcnn/batch_normalization_43/FusedBatchNormV3"; +"1565 maskrcnn/conv2d_46/SymmQuant/Abs/ReadVariableOp/resource" -> "1566 maskrcnn/conv2d_46/SymmQuant/Abs/ReadVariableOp"; +"1566 maskrcnn/conv2d_46/SymmQuant/Abs/ReadVariableOp" -> "1567 maskrcnn/conv2d_46/SymmQuant/Abs"; +"1567 maskrcnn/conv2d_46/SymmQuant/Abs" -> "1569 maskrcnn/conv2d_46/SymmQuant/add"; +"1568 maskrcnn/conv2d_46/SymmQuant/add/y" -> "1569 maskrcnn/conv2d_46/SymmQuant/add"; +"1569 maskrcnn/conv2d_46/SymmQuant/add" -> "1572 maskrcnn/conv2d_46/SymmQuant/mul"; +"1569 maskrcnn/conv2d_46/SymmQuant/add" -> "1575 maskrcnn/conv2d_46/SymmQuant/FakeQuantWithMinMaxVars"; +"1570 maskrcnn/conv2d_46/SymmQuant/mul/ReadVariableOp/resource" -> "1571 maskrcnn/conv2d_46/SymmQuant/mul/ReadVariableOp"; +"1571 maskrcnn/conv2d_46/SymmQuant/mul/ReadVariableOp" -> "1572 maskrcnn/conv2d_46/SymmQuant/mul"; +"1572 maskrcnn/conv2d_46/SymmQuant/mul" -> "1575 maskrcnn/conv2d_46/SymmQuant/FakeQuantWithMinMaxVars"; +"1573 maskrcnn/conv2d_46/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "1574 maskrcnn/conv2d_46/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"1574 maskrcnn/conv2d_46/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1575 maskrcnn/conv2d_46/SymmQuant/FakeQuantWithMinMaxVars"; +"1575 maskrcnn/conv2d_46/SymmQuant/FakeQuantWithMinMaxVars" -> "1576 maskrcnn/conv2d_46/Conv2D"; +"1576 maskrcnn/conv2d_46/Conv2D" -> "1594 maskrcnn/batch_normalization_46/FusedBatchNormV3"; +"1577 maskrcnn/batch_normalization_43/ReadVariableOp/resource" -> "1578 maskrcnn/batch_normalization_43/ReadVariableOp"; +"1578 maskrcnn/batch_normalization_43/ReadVariableOp" -> "1585 maskrcnn/batch_normalization_43/FusedBatchNormV3"; +"1579 maskrcnn/batch_normalization_43/ReadVariableOp_1/resource" -> "1580 maskrcnn/batch_normalization_43/ReadVariableOp_1"; +"1580 maskrcnn/batch_normalization_43/ReadVariableOp_1" -> "1585 maskrcnn/batch_normalization_43/FusedBatchNormV3"; +"1581 maskrcnn/batch_normalization_43/FusedBatchNormV3/ReadVariableOp/resource" -> "1582 maskrcnn/batch_normalization_43/FusedBatchNormV3/ReadVariableOp"; +"1582 maskrcnn/batch_normalization_43/FusedBatchNormV3/ReadVariableOp" -> "1585 maskrcnn/batch_normalization_43/FusedBatchNormV3"; +"1583 maskrcnn/batch_normalization_43/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1584 maskrcnn/batch_normalization_43/FusedBatchNormV3/ReadVariableOp_1"; +"1584 maskrcnn/batch_normalization_43/FusedBatchNormV3/ReadVariableOp_1" -> "1585 maskrcnn/batch_normalization_43/FusedBatchNormV3"; +"1585 maskrcnn/batch_normalization_43/FusedBatchNormV3" -> "1612 maskrcnn/batch_normalization_43/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1586 maskrcnn/batch_normalization_46/ReadVariableOp/resource" -> "1587 maskrcnn/batch_normalization_46/ReadVariableOp"; +"1587 maskrcnn/batch_normalization_46/ReadVariableOp" -> "1594 maskrcnn/batch_normalization_46/FusedBatchNormV3"; +"1588 maskrcnn/batch_normalization_46/ReadVariableOp_1/resource" -> "1589 maskrcnn/batch_normalization_46/ReadVariableOp_1"; +"1589 maskrcnn/batch_normalization_46/ReadVariableOp_1" -> "1594 maskrcnn/batch_normalization_46/FusedBatchNormV3"; +"1590 maskrcnn/batch_normalization_46/FusedBatchNormV3/ReadVariableOp/resource" -> "1591 maskrcnn/batch_normalization_46/FusedBatchNormV3/ReadVariableOp"; +"1591 maskrcnn/batch_normalization_46/FusedBatchNormV3/ReadVariableOp" -> "1594 maskrcnn/batch_normalization_46/FusedBatchNormV3"; +"1592 maskrcnn/batch_normalization_46/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1593 maskrcnn/batch_normalization_46/FusedBatchNormV3/ReadVariableOp_1"; +"1593 maskrcnn/batch_normalization_46/FusedBatchNormV3/ReadVariableOp_1" -> "1594 maskrcnn/batch_normalization_46/FusedBatchNormV3"; +"1594 maskrcnn/batch_normalization_46/FusedBatchNormV3" -> "1603 maskrcnn/batch_normalization_46/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1595 maskrcnn/batch_normalization_46/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "1596 maskrcnn/batch_normalization_46/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"1596 maskrcnn/batch_normalization_46/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "1597 maskrcnn/batch_normalization_46/fake_quantize/SymmQuant/Abs"; +"1597 maskrcnn/batch_normalization_46/fake_quantize/SymmQuant/Abs" -> "1599 maskrcnn/batch_normalization_46/fake_quantize/SymmQuant/add"; +"1598 maskrcnn/batch_normalization_46/fake_quantize/SymmQuant/add/y" -> "1599 maskrcnn/batch_normalization_46/fake_quantize/SymmQuant/add"; +"1599 maskrcnn/batch_normalization_46/fake_quantize/SymmQuant/add" -> "1602 maskrcnn/batch_normalization_46/fake_quantize/SymmQuant/mul"; +"1599 maskrcnn/batch_normalization_46/fake_quantize/SymmQuant/add" -> "1603 maskrcnn/batch_normalization_46/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1600 maskrcnn/batch_normalization_46/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "1601 maskrcnn/batch_normalization_46/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"1601 maskrcnn/batch_normalization_46/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "1602 maskrcnn/batch_normalization_46/fake_quantize/SymmQuant/mul"; +"1602 maskrcnn/batch_normalization_46/fake_quantize/SymmQuant/mul" -> "1603 maskrcnn/batch_normalization_46/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1603 maskrcnn/batch_normalization_46/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "1613 maskrcnn/tf.__operators__.add_13/AddV2"; +"1604 maskrcnn/batch_normalization_43/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "1605 maskrcnn/batch_normalization_43/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"1605 maskrcnn/batch_normalization_43/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "1606 maskrcnn/batch_normalization_43/fake_quantize/SymmQuant/Abs"; +"1606 maskrcnn/batch_normalization_43/fake_quantize/SymmQuant/Abs" -> "1608 maskrcnn/batch_normalization_43/fake_quantize/SymmQuant/add"; +"1607 maskrcnn/batch_normalization_43/fake_quantize/SymmQuant/add/y" -> "1608 maskrcnn/batch_normalization_43/fake_quantize/SymmQuant/add"; +"1608 maskrcnn/batch_normalization_43/fake_quantize/SymmQuant/add" -> "1611 maskrcnn/batch_normalization_43/fake_quantize/SymmQuant/mul"; +"1608 maskrcnn/batch_normalization_43/fake_quantize/SymmQuant/add" -> "1612 maskrcnn/batch_normalization_43/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1609 maskrcnn/batch_normalization_43/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "1610 maskrcnn/batch_normalization_43/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"1610 maskrcnn/batch_normalization_43/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "1611 maskrcnn/batch_normalization_43/fake_quantize/SymmQuant/mul"; +"1611 maskrcnn/batch_normalization_43/fake_quantize/SymmQuant/mul" -> "1612 maskrcnn/batch_normalization_43/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1612 maskrcnn/batch_normalization_43/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "1613 maskrcnn/tf.__operators__.add_13/AddV2"; +"1613 maskrcnn/tf.__operators__.add_13/AddV2" -> "1614 maskrcnn/tf.nn.relu_42/Relu"; +"1614 maskrcnn/tf.nn.relu_42/Relu" -> "1623 maskrcnn/tf.nn.relu_42/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1615 maskrcnn/tf.nn.relu_42/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "1616 maskrcnn/tf.nn.relu_42/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"1616 maskrcnn/tf.nn.relu_42/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "1617 maskrcnn/tf.nn.relu_42/fake_quantize/SymmQuant/Abs"; +"1617 maskrcnn/tf.nn.relu_42/fake_quantize/SymmQuant/Abs" -> "1619 maskrcnn/tf.nn.relu_42/fake_quantize/SymmQuant/add"; +"1618 maskrcnn/tf.nn.relu_42/fake_quantize/SymmQuant/add/y" -> "1619 maskrcnn/tf.nn.relu_42/fake_quantize/SymmQuant/add"; +"1619 maskrcnn/tf.nn.relu_42/fake_quantize/SymmQuant/add" -> "1622 maskrcnn/tf.nn.relu_42/fake_quantize/SymmQuant/mul"; +"1619 maskrcnn/tf.nn.relu_42/fake_quantize/SymmQuant/add" -> "1623 maskrcnn/tf.nn.relu_42/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1620 maskrcnn/tf.nn.relu_42/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "1621 maskrcnn/tf.nn.relu_42/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"1621 maskrcnn/tf.nn.relu_42/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "1622 maskrcnn/tf.nn.relu_42/fake_quantize/SymmQuant/mul"; +"1622 maskrcnn/tf.nn.relu_42/fake_quantize/SymmQuant/mul" -> "1623 maskrcnn/tf.nn.relu_42/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1623 maskrcnn/tf.nn.relu_42/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "1635 maskrcnn/conv2d_47/Conv2D"; +"1623 maskrcnn/tf.nn.relu_42/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "1716 maskrcnn/tf.__operators__.add_14/AddV2"; +"1624 maskrcnn/conv2d_47/SymmQuant/Abs/ReadVariableOp/resource" -> "1625 maskrcnn/conv2d_47/SymmQuant/Abs/ReadVariableOp"; +"1625 maskrcnn/conv2d_47/SymmQuant/Abs/ReadVariableOp" -> "1626 maskrcnn/conv2d_47/SymmQuant/Abs"; +"1626 maskrcnn/conv2d_47/SymmQuant/Abs" -> "1628 maskrcnn/conv2d_47/SymmQuant/add"; +"1627 maskrcnn/conv2d_47/SymmQuant/add/y" -> "1628 maskrcnn/conv2d_47/SymmQuant/add"; +"1628 maskrcnn/conv2d_47/SymmQuant/add" -> "1631 maskrcnn/conv2d_47/SymmQuant/mul"; +"1628 maskrcnn/conv2d_47/SymmQuant/add" -> "1634 maskrcnn/conv2d_47/SymmQuant/FakeQuantWithMinMaxVars"; +"1629 maskrcnn/conv2d_47/SymmQuant/mul/ReadVariableOp/resource" -> "1630 maskrcnn/conv2d_47/SymmQuant/mul/ReadVariableOp"; +"1630 maskrcnn/conv2d_47/SymmQuant/mul/ReadVariableOp" -> "1631 maskrcnn/conv2d_47/SymmQuant/mul"; +"1631 maskrcnn/conv2d_47/SymmQuant/mul" -> "1634 maskrcnn/conv2d_47/SymmQuant/FakeQuantWithMinMaxVars"; +"1632 maskrcnn/conv2d_47/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "1633 maskrcnn/conv2d_47/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"1633 maskrcnn/conv2d_47/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1634 maskrcnn/conv2d_47/SymmQuant/FakeQuantWithMinMaxVars"; +"1634 maskrcnn/conv2d_47/SymmQuant/FakeQuantWithMinMaxVars" -> "1635 maskrcnn/conv2d_47/Conv2D"; +"1635 maskrcnn/conv2d_47/Conv2D" -> "1644 maskrcnn/batch_normalization_47/FusedBatchNormV3"; +"1636 maskrcnn/batch_normalization_47/ReadVariableOp/resource" -> "1637 maskrcnn/batch_normalization_47/ReadVariableOp"; +"1637 maskrcnn/batch_normalization_47/ReadVariableOp" -> "1644 maskrcnn/batch_normalization_47/FusedBatchNormV3"; +"1638 maskrcnn/batch_normalization_47/ReadVariableOp_1/resource" -> "1639 maskrcnn/batch_normalization_47/ReadVariableOp_1"; +"1639 maskrcnn/batch_normalization_47/ReadVariableOp_1" -> "1644 maskrcnn/batch_normalization_47/FusedBatchNormV3"; +"1640 maskrcnn/batch_normalization_47/FusedBatchNormV3/ReadVariableOp/resource" -> "1641 maskrcnn/batch_normalization_47/FusedBatchNormV3/ReadVariableOp"; +"1641 maskrcnn/batch_normalization_47/FusedBatchNormV3/ReadVariableOp" -> "1644 maskrcnn/batch_normalization_47/FusedBatchNormV3"; +"1642 maskrcnn/batch_normalization_47/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1643 maskrcnn/batch_normalization_47/FusedBatchNormV3/ReadVariableOp_1"; +"1643 maskrcnn/batch_normalization_47/FusedBatchNormV3/ReadVariableOp_1" -> "1644 maskrcnn/batch_normalization_47/FusedBatchNormV3"; +"1644 maskrcnn/batch_normalization_47/FusedBatchNormV3" -> "1645 maskrcnn/tf.nn.relu_43/Relu"; +"1645 maskrcnn/tf.nn.relu_43/Relu" -> "1654 maskrcnn/tf.nn.relu_43/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1646 maskrcnn/tf.nn.relu_43/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "1647 maskrcnn/tf.nn.relu_43/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"1647 maskrcnn/tf.nn.relu_43/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "1648 maskrcnn/tf.nn.relu_43/fake_quantize/SymmQuant/Abs"; +"1648 maskrcnn/tf.nn.relu_43/fake_quantize/SymmQuant/Abs" -> "1650 maskrcnn/tf.nn.relu_43/fake_quantize/SymmQuant/add"; +"1649 maskrcnn/tf.nn.relu_43/fake_quantize/SymmQuant/add/y" -> "1650 maskrcnn/tf.nn.relu_43/fake_quantize/SymmQuant/add"; +"1650 maskrcnn/tf.nn.relu_43/fake_quantize/SymmQuant/add" -> "1653 maskrcnn/tf.nn.relu_43/fake_quantize/SymmQuant/mul"; +"1650 maskrcnn/tf.nn.relu_43/fake_quantize/SymmQuant/add" -> "1654 maskrcnn/tf.nn.relu_43/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1651 maskrcnn/tf.nn.relu_43/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "1652 maskrcnn/tf.nn.relu_43/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"1652 maskrcnn/tf.nn.relu_43/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "1653 maskrcnn/tf.nn.relu_43/fake_quantize/SymmQuant/mul"; +"1653 maskrcnn/tf.nn.relu_43/fake_quantize/SymmQuant/mul" -> "1654 maskrcnn/tf.nn.relu_43/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1654 maskrcnn/tf.nn.relu_43/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "1666 maskrcnn/conv2d_48/Conv2D"; +"1655 maskrcnn/conv2d_48/SymmQuant/Abs/ReadVariableOp/resource" -> "1656 maskrcnn/conv2d_48/SymmQuant/Abs/ReadVariableOp"; +"1656 maskrcnn/conv2d_48/SymmQuant/Abs/ReadVariableOp" -> "1657 maskrcnn/conv2d_48/SymmQuant/Abs"; +"1657 maskrcnn/conv2d_48/SymmQuant/Abs" -> "1659 maskrcnn/conv2d_48/SymmQuant/add"; +"1658 maskrcnn/conv2d_48/SymmQuant/add/y" -> "1659 maskrcnn/conv2d_48/SymmQuant/add"; +"1659 maskrcnn/conv2d_48/SymmQuant/add" -> "1662 maskrcnn/conv2d_48/SymmQuant/mul"; +"1659 maskrcnn/conv2d_48/SymmQuant/add" -> "1665 maskrcnn/conv2d_48/SymmQuant/FakeQuantWithMinMaxVars"; +"1660 maskrcnn/conv2d_48/SymmQuant/mul/ReadVariableOp/resource" -> "1661 maskrcnn/conv2d_48/SymmQuant/mul/ReadVariableOp"; +"1661 maskrcnn/conv2d_48/SymmQuant/mul/ReadVariableOp" -> "1662 maskrcnn/conv2d_48/SymmQuant/mul"; +"1662 maskrcnn/conv2d_48/SymmQuant/mul" -> "1665 maskrcnn/conv2d_48/SymmQuant/FakeQuantWithMinMaxVars"; +"1663 maskrcnn/conv2d_48/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "1664 maskrcnn/conv2d_48/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"1664 maskrcnn/conv2d_48/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1665 maskrcnn/conv2d_48/SymmQuant/FakeQuantWithMinMaxVars"; +"1665 maskrcnn/conv2d_48/SymmQuant/FakeQuantWithMinMaxVars" -> "1666 maskrcnn/conv2d_48/Conv2D"; +"1666 maskrcnn/conv2d_48/Conv2D" -> "1675 maskrcnn/batch_normalization_48/FusedBatchNormV3"; +"1667 maskrcnn/batch_normalization_48/ReadVariableOp/resource" -> "1668 maskrcnn/batch_normalization_48/ReadVariableOp"; +"1668 maskrcnn/batch_normalization_48/ReadVariableOp" -> "1675 maskrcnn/batch_normalization_48/FusedBatchNormV3"; +"1669 maskrcnn/batch_normalization_48/ReadVariableOp_1/resource" -> "1670 maskrcnn/batch_normalization_48/ReadVariableOp_1"; +"1670 maskrcnn/batch_normalization_48/ReadVariableOp_1" -> "1675 maskrcnn/batch_normalization_48/FusedBatchNormV3"; +"1671 maskrcnn/batch_normalization_48/FusedBatchNormV3/ReadVariableOp/resource" -> "1672 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maskrcnn/batch_normalization_52/ReadVariableOp"; +"1802 maskrcnn/batch_normalization_52/ReadVariableOp" -> "1809 maskrcnn/batch_normalization_52/FusedBatchNormV3"; +"1803 maskrcnn/batch_normalization_52/ReadVariableOp_1/resource" -> "1804 maskrcnn/batch_normalization_52/ReadVariableOp_1"; +"1804 maskrcnn/batch_normalization_52/ReadVariableOp_1" -> "1809 maskrcnn/batch_normalization_52/FusedBatchNormV3"; +"1805 maskrcnn/batch_normalization_52/FusedBatchNormV3/ReadVariableOp/resource" -> "1806 maskrcnn/batch_normalization_52/FusedBatchNormV3/ReadVariableOp"; +"1806 maskrcnn/batch_normalization_52/FusedBatchNormV3/ReadVariableOp" -> "1809 maskrcnn/batch_normalization_52/FusedBatchNormV3"; +"1807 maskrcnn/batch_normalization_52/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1808 maskrcnn/batch_normalization_52/FusedBatchNormV3/ReadVariableOp_1"; +"1808 maskrcnn/batch_normalization_52/FusedBatchNormV3/ReadVariableOp_1" -> "1809 maskrcnn/batch_normalization_52/FusedBatchNormV3"; +"1809 maskrcnn/batch_normalization_52/FusedBatchNormV3" -> "1818 maskrcnn/batch_normalization_52/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1810 maskrcnn/batch_normalization_52/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "1811 maskrcnn/batch_normalization_52/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"1811 maskrcnn/batch_normalization_52/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "1812 maskrcnn/batch_normalization_52/fake_quantize/SymmQuant/Abs"; +"1812 maskrcnn/batch_normalization_52/fake_quantize/SymmQuant/Abs" -> "1814 maskrcnn/batch_normalization_52/fake_quantize/SymmQuant/add"; +"1813 maskrcnn/batch_normalization_52/fake_quantize/SymmQuant/add/y" -> "1814 maskrcnn/batch_normalization_52/fake_quantize/SymmQuant/add"; +"1814 maskrcnn/batch_normalization_52/fake_quantize/SymmQuant/add" -> "1817 maskrcnn/batch_normalization_52/fake_quantize/SymmQuant/mul"; +"1814 maskrcnn/batch_normalization_52/fake_quantize/SymmQuant/add" -> "1818 maskrcnn/batch_normalization_52/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1815 maskrcnn/batch_normalization_52/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "1816 maskrcnn/batch_normalization_52/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"1816 maskrcnn/batch_normalization_52/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "1817 maskrcnn/batch_normalization_52/fake_quantize/SymmQuant/mul"; +"1817 maskrcnn/batch_normalization_52/fake_quantize/SymmQuant/mul" -> "1818 maskrcnn/batch_normalization_52/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1818 maskrcnn/batch_normalization_52/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "1819 maskrcnn/tf.__operators__.add_15/AddV2"; +"1819 maskrcnn/tf.__operators__.add_15/AddV2" -> "1820 maskrcnn/tf.nn.relu_48/Relu"; +"1820 maskrcnn/tf.nn.relu_48/Relu" -> "1829 maskrcnn/tf.nn.relu_48/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1821 maskrcnn/tf.nn.relu_48/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "1822 maskrcnn/tf.nn.relu_48/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"1822 maskrcnn/tf.nn.relu_48/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "1823 maskrcnn/tf.nn.relu_48/fake_quantize/SymmQuant/Abs"; +"1823 maskrcnn/tf.nn.relu_48/fake_quantize/SymmQuant/Abs" -> "1825 maskrcnn/tf.nn.relu_48/fake_quantize/SymmQuant/add"; +"1824 maskrcnn/tf.nn.relu_48/fake_quantize/SymmQuant/add/y" -> "1825 maskrcnn/tf.nn.relu_48/fake_quantize/SymmQuant/add"; +"1825 maskrcnn/tf.nn.relu_48/fake_quantize/SymmQuant/add" -> "1828 maskrcnn/tf.nn.relu_48/fake_quantize/SymmQuant/mul"; +"1825 maskrcnn/tf.nn.relu_48/fake_quantize/SymmQuant/add" -> "1829 maskrcnn/tf.nn.relu_48/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1826 maskrcnn/tf.nn.relu_48/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "1827 maskrcnn/tf.nn.relu_48/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"1827 maskrcnn/tf.nn.relu_48/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "1828 maskrcnn/tf.nn.relu_48/fake_quantize/SymmQuant/mul"; +"1828 maskrcnn/tf.nn.relu_48/fake_quantize/SymmQuant/mul" -> "1829 maskrcnn/tf.nn.relu_48/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1829 maskrcnn/tf.nn.relu_48/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "1830 maskrcnn/tf.identity_5/Identity"; +"1830 maskrcnn/tf.identity_5/Identity" -> "1842 maskrcnn/l5/Conv2D"; +"1831 maskrcnn/l5/SymmQuant/Abs/ReadVariableOp/resource" -> "1832 maskrcnn/l5/SymmQuant/Abs/ReadVariableOp"; +"1832 maskrcnn/l5/SymmQuant/Abs/ReadVariableOp" -> "1833 maskrcnn/l5/SymmQuant/Abs"; +"1833 maskrcnn/l5/SymmQuant/Abs" -> "1835 maskrcnn/l5/SymmQuant/add"; +"1834 maskrcnn/l5/SymmQuant/add/y" -> "1835 maskrcnn/l5/SymmQuant/add"; +"1835 maskrcnn/l5/SymmQuant/add" -> "1838 maskrcnn/l5/SymmQuant/mul"; +"1835 maskrcnn/l5/SymmQuant/add" -> "1841 maskrcnn/l5/SymmQuant/FakeQuantWithMinMaxVars"; +"1836 maskrcnn/l5/SymmQuant/mul/ReadVariableOp/resource" -> "1837 maskrcnn/l5/SymmQuant/mul/ReadVariableOp"; +"1837 maskrcnn/l5/SymmQuant/mul/ReadVariableOp" -> "1838 maskrcnn/l5/SymmQuant/mul"; +"1838 maskrcnn/l5/SymmQuant/mul" -> "1841 maskrcnn/l5/SymmQuant/FakeQuantWithMinMaxVars"; +"1839 maskrcnn/l5/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "1840 maskrcnn/l5/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"1840 maskrcnn/l5/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1841 maskrcnn/l5/SymmQuant/FakeQuantWithMinMaxVars"; +"1841 maskrcnn/l5/SymmQuant/FakeQuantWithMinMaxVars" -> "1842 maskrcnn/l5/Conv2D"; +"1842 maskrcnn/l5/Conv2D" -> "1845 maskrcnn/l5/BiasAdd"; +"1843 maskrcnn/l5/BiasAdd/ReadVariableOp/resource" -> "1844 maskrcnn/l5/BiasAdd/ReadVariableOp"; +"1844 maskrcnn/l5/BiasAdd/ReadVariableOp" -> "1845 maskrcnn/l5/BiasAdd"; +"1845 maskrcnn/l5/BiasAdd" -> "1854 maskrcnn/l5/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1846 maskrcnn/l5/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "1847 maskrcnn/l5/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"1847 maskrcnn/l5/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "1848 maskrcnn/l5/fake_quantize/SymmQuant/Abs"; +"1848 maskrcnn/l5/fake_quantize/SymmQuant/Abs" -> "1850 maskrcnn/l5/fake_quantize/SymmQuant/add"; +"1849 maskrcnn/l5/fake_quantize/SymmQuant/add/y" -> "1850 maskrcnn/l5/fake_quantize/SymmQuant/add"; +"1850 maskrcnn/l5/fake_quantize/SymmQuant/add" -> "1853 maskrcnn/l5/fake_quantize/SymmQuant/mul"; +"1850 maskrcnn/l5/fake_quantize/SymmQuant/add" -> "1854 maskrcnn/l5/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1851 maskrcnn/l5/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "1852 maskrcnn/l5/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"1852 maskrcnn/l5/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "1853 maskrcnn/l5/fake_quantize/SymmQuant/mul"; +"1853 maskrcnn/l5/fake_quantize/SymmQuant/mul" -> "1854 maskrcnn/l5/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1854 maskrcnn/l5/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "1873 maskrcnn/up_sampling2d/resize/ResizeNearestNeighbor"; +"1854 maskrcnn/l5/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "1997 maskrcnn/post_hoc_d5/Conv2D"; +"1855 maskrcnn/l4/SymmQuant/Abs/ReadVariableOp/resource" -> "1856 maskrcnn/l4/SymmQuant/Abs/ReadVariableOp"; +"1856 maskrcnn/l4/SymmQuant/Abs/ReadVariableOp" -> "1857 maskrcnn/l4/SymmQuant/Abs"; +"1857 maskrcnn/l4/SymmQuant/Abs" -> "1859 maskrcnn/l4/SymmQuant/add"; +"1858 maskrcnn/l4/SymmQuant/add/y" -> "1859 maskrcnn/l4/SymmQuant/add"; +"1859 maskrcnn/l4/SymmQuant/add" -> "1862 maskrcnn/l4/SymmQuant/mul"; +"1859 maskrcnn/l4/SymmQuant/add" -> "1865 maskrcnn/l4/SymmQuant/FakeQuantWithMinMaxVars"; +"1860 maskrcnn/l4/SymmQuant/mul/ReadVariableOp/resource" -> "1861 maskrcnn/l4/SymmQuant/mul/ReadVariableOp"; +"1861 maskrcnn/l4/SymmQuant/mul/ReadVariableOp" -> "1862 maskrcnn/l4/SymmQuant/mul"; +"1862 maskrcnn/l4/SymmQuant/mul" -> "1865 maskrcnn/l4/SymmQuant/FakeQuantWithMinMaxVars"; +"1863 maskrcnn/l4/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "1864 maskrcnn/l4/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"1864 maskrcnn/l4/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1865 maskrcnn/l4/SymmQuant/FakeQuantWithMinMaxVars"; +"1865 maskrcnn/l4/SymmQuant/FakeQuantWithMinMaxVars" -> "1866 maskrcnn/l4/Conv2D"; +"1866 maskrcnn/l4/Conv2D" -> "1869 maskrcnn/l4/BiasAdd"; +"1867 maskrcnn/l4/BiasAdd/ReadVariableOp/resource" -> "1868 maskrcnn/l4/BiasAdd/ReadVariableOp"; +"1868 maskrcnn/l4/BiasAdd/ReadVariableOp" -> "1869 maskrcnn/l4/BiasAdd"; +"1869 maskrcnn/l4/BiasAdd" -> "1891 maskrcnn/l4/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1870 maskrcnn/up_sampling2d/Const" -> "1872 maskrcnn/up_sampling2d/mul"; +"1871 maskrcnn/up_sampling2d/Const_1" -> "1872 maskrcnn/up_sampling2d/mul"; +"1872 maskrcnn/up_sampling2d/mul" -> "1873 maskrcnn/up_sampling2d/resize/ResizeNearestNeighbor"; +"1873 maskrcnn/up_sampling2d/resize/ResizeNearestNeighbor" -> "1882 maskrcnn/up_sampling2d/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1874 maskrcnn/up_sampling2d/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "1875 maskrcnn/up_sampling2d/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"1875 maskrcnn/up_sampling2d/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "1876 maskrcnn/up_sampling2d/fake_quantize/SymmQuant/Abs"; +"1876 maskrcnn/up_sampling2d/fake_quantize/SymmQuant/Abs" -> "1878 maskrcnn/up_sampling2d/fake_quantize/SymmQuant/add"; +"1877 maskrcnn/up_sampling2d/fake_quantize/SymmQuant/add/y" -> "1878 maskrcnn/up_sampling2d/fake_quantize/SymmQuant/add"; +"1878 maskrcnn/up_sampling2d/fake_quantize/SymmQuant/add" -> "1881 maskrcnn/up_sampling2d/fake_quantize/SymmQuant/mul"; +"1878 maskrcnn/up_sampling2d/fake_quantize/SymmQuant/add" -> "1882 maskrcnn/up_sampling2d/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1879 maskrcnn/up_sampling2d/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "1880 maskrcnn/up_sampling2d/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"1880 maskrcnn/up_sampling2d/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "1881 maskrcnn/up_sampling2d/fake_quantize/SymmQuant/mul"; +"1881 maskrcnn/up_sampling2d/fake_quantize/SymmQuant/mul" -> "1882 maskrcnn/up_sampling2d/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1882 maskrcnn/up_sampling2d/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "1892 maskrcnn/tf.__operators__.add_16/AddV2"; +"1883 maskrcnn/l4/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "1884 maskrcnn/l4/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"1884 maskrcnn/l4/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "1885 maskrcnn/l4/fake_quantize/SymmQuant/Abs"; +"1885 maskrcnn/l4/fake_quantize/SymmQuant/Abs" -> "1887 maskrcnn/l4/fake_quantize/SymmQuant/add"; +"1886 maskrcnn/l4/fake_quantize/SymmQuant/add/y" -> "1887 maskrcnn/l4/fake_quantize/SymmQuant/add"; +"1887 maskrcnn/l4/fake_quantize/SymmQuant/add" -> "1890 maskrcnn/l4/fake_quantize/SymmQuant/mul"; +"1887 maskrcnn/l4/fake_quantize/SymmQuant/add" -> "1891 maskrcnn/l4/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1888 maskrcnn/l4/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "1889 maskrcnn/l4/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"1889 maskrcnn/l4/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "1890 maskrcnn/l4/fake_quantize/SymmQuant/mul"; +"1890 maskrcnn/l4/fake_quantize/SymmQuant/mul" -> "1891 maskrcnn/l4/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1891 maskrcnn/l4/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "1892 maskrcnn/tf.__operators__.add_16/AddV2"; +"1892 maskrcnn/tf.__operators__.add_16/AddV2" -> "1901 maskrcnn/tf.__operators__.add_16/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1893 maskrcnn/tf.__operators__.add_16/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "1894 maskrcnn/tf.__operators__.add_16/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"1894 maskrcnn/tf.__operators__.add_16/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "1895 maskrcnn/tf.__operators__.add_16/fake_quantize/SymmQuant/Abs"; +"1895 maskrcnn/tf.__operators__.add_16/fake_quantize/SymmQuant/Abs" -> "1897 maskrcnn/tf.__operators__.add_16/fake_quantize/SymmQuant/add"; +"1896 maskrcnn/tf.__operators__.add_16/fake_quantize/SymmQuant/add/y" -> "1897 maskrcnn/tf.__operators__.add_16/fake_quantize/SymmQuant/add"; +"1897 maskrcnn/tf.__operators__.add_16/fake_quantize/SymmQuant/add" -> "1900 maskrcnn/tf.__operators__.add_16/fake_quantize/SymmQuant/mul"; +"1897 maskrcnn/tf.__operators__.add_16/fake_quantize/SymmQuant/add" -> "1901 maskrcnn/tf.__operators__.add_16/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1898 maskrcnn/tf.__operators__.add_16/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "1899 maskrcnn/tf.__operators__.add_16/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"1899 maskrcnn/tf.__operators__.add_16/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "1900 maskrcnn/tf.__operators__.add_16/fake_quantize/SymmQuant/mul"; +"1900 maskrcnn/tf.__operators__.add_16/fake_quantize/SymmQuant/mul" -> "1901 maskrcnn/tf.__operators__.add_16/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1901 maskrcnn/tf.__operators__.add_16/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "1920 maskrcnn/up_sampling2d_1/resize/ResizeNearestNeighbor"; +"1901 maskrcnn/tf.__operators__.add_16/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "2046 maskrcnn/post_hoc_d4/Conv2D"; +"1902 maskrcnn/l3/SymmQuant/Abs/ReadVariableOp/resource" -> "1903 maskrcnn/l3/SymmQuant/Abs/ReadVariableOp"; +"1903 maskrcnn/l3/SymmQuant/Abs/ReadVariableOp" -> "1904 maskrcnn/l3/SymmQuant/Abs"; +"1904 maskrcnn/l3/SymmQuant/Abs" -> "1906 maskrcnn/l3/SymmQuant/add"; +"1905 maskrcnn/l3/SymmQuant/add/y" -> "1906 maskrcnn/l3/SymmQuant/add"; +"1906 maskrcnn/l3/SymmQuant/add" -> "1909 maskrcnn/l3/SymmQuant/mul"; +"1906 maskrcnn/l3/SymmQuant/add" -> "1912 maskrcnn/l3/SymmQuant/FakeQuantWithMinMaxVars"; +"1907 maskrcnn/l3/SymmQuant/mul/ReadVariableOp/resource" -> "1908 maskrcnn/l3/SymmQuant/mul/ReadVariableOp"; +"1908 maskrcnn/l3/SymmQuant/mul/ReadVariableOp" -> "1909 maskrcnn/l3/SymmQuant/mul"; +"1909 maskrcnn/l3/SymmQuant/mul" -> "1912 maskrcnn/l3/SymmQuant/FakeQuantWithMinMaxVars"; +"1910 maskrcnn/l3/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "1911 maskrcnn/l3/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"1911 maskrcnn/l3/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1912 maskrcnn/l3/SymmQuant/FakeQuantWithMinMaxVars"; +"1912 maskrcnn/l3/SymmQuant/FakeQuantWithMinMaxVars" -> "1913 maskrcnn/l3/Conv2D"; +"1913 maskrcnn/l3/Conv2D" -> "1916 maskrcnn/l3/BiasAdd"; +"1914 maskrcnn/l3/BiasAdd/ReadVariableOp/resource" -> "1915 maskrcnn/l3/BiasAdd/ReadVariableOp"; +"1915 maskrcnn/l3/BiasAdd/ReadVariableOp" -> "1916 maskrcnn/l3/BiasAdd"; +"1916 maskrcnn/l3/BiasAdd" -> "1938 maskrcnn/l3/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1917 maskrcnn/up_sampling2d_1/Const" -> "1919 maskrcnn/up_sampling2d_1/mul"; +"1918 maskrcnn/up_sampling2d_1/Const_1" -> "1919 maskrcnn/up_sampling2d_1/mul"; +"1919 maskrcnn/up_sampling2d_1/mul" -> "1920 maskrcnn/up_sampling2d_1/resize/ResizeNearestNeighbor"; +"1920 maskrcnn/up_sampling2d_1/resize/ResizeNearestNeighbor" -> "1929 maskrcnn/up_sampling2d_1/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1921 maskrcnn/up_sampling2d_1/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "1922 maskrcnn/up_sampling2d_1/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"1922 maskrcnn/up_sampling2d_1/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "1923 maskrcnn/up_sampling2d_1/fake_quantize/SymmQuant/Abs"; +"1923 maskrcnn/up_sampling2d_1/fake_quantize/SymmQuant/Abs" -> "1925 maskrcnn/up_sampling2d_1/fake_quantize/SymmQuant/add"; +"1924 maskrcnn/up_sampling2d_1/fake_quantize/SymmQuant/add/y" -> "1925 maskrcnn/up_sampling2d_1/fake_quantize/SymmQuant/add"; +"1925 maskrcnn/up_sampling2d_1/fake_quantize/SymmQuant/add" -> "1928 maskrcnn/up_sampling2d_1/fake_quantize/SymmQuant/mul"; +"1925 maskrcnn/up_sampling2d_1/fake_quantize/SymmQuant/add" -> "1929 maskrcnn/up_sampling2d_1/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1926 maskrcnn/up_sampling2d_1/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "1927 maskrcnn/up_sampling2d_1/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"1927 maskrcnn/up_sampling2d_1/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "1928 maskrcnn/up_sampling2d_1/fake_quantize/SymmQuant/mul"; +"1928 maskrcnn/up_sampling2d_1/fake_quantize/SymmQuant/mul" -> "1929 maskrcnn/up_sampling2d_1/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1929 maskrcnn/up_sampling2d_1/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "1939 maskrcnn/tf.__operators__.add_17/AddV2"; +"1930 maskrcnn/l3/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "1931 maskrcnn/l3/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"1931 maskrcnn/l3/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "1932 maskrcnn/l3/fake_quantize/SymmQuant/Abs"; +"1932 maskrcnn/l3/fake_quantize/SymmQuant/Abs" -> "1934 maskrcnn/l3/fake_quantize/SymmQuant/add"; +"1933 maskrcnn/l3/fake_quantize/SymmQuant/add/y" -> "1934 maskrcnn/l3/fake_quantize/SymmQuant/add"; +"1934 maskrcnn/l3/fake_quantize/SymmQuant/add" -> "1937 maskrcnn/l3/fake_quantize/SymmQuant/mul"; +"1934 maskrcnn/l3/fake_quantize/SymmQuant/add" -> "1938 maskrcnn/l3/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1935 maskrcnn/l3/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "1936 maskrcnn/l3/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"1936 maskrcnn/l3/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "1937 maskrcnn/l3/fake_quantize/SymmQuant/mul"; +"1937 maskrcnn/l3/fake_quantize/SymmQuant/mul" -> "1938 maskrcnn/l3/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1938 maskrcnn/l3/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "1939 maskrcnn/tf.__operators__.add_17/AddV2"; +"1939 maskrcnn/tf.__operators__.add_17/AddV2" -> "1948 maskrcnn/tf.__operators__.add_17/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1940 maskrcnn/tf.__operators__.add_17/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "1941 maskrcnn/tf.__operators__.add_17/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"1941 maskrcnn/tf.__operators__.add_17/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "1942 maskrcnn/tf.__operators__.add_17/fake_quantize/SymmQuant/Abs"; +"1942 maskrcnn/tf.__operators__.add_17/fake_quantize/SymmQuant/Abs" -> "1944 maskrcnn/tf.__operators__.add_17/fake_quantize/SymmQuant/add"; +"1943 maskrcnn/tf.__operators__.add_17/fake_quantize/SymmQuant/add/y" -> "1944 maskrcnn/tf.__operators__.add_17/fake_quantize/SymmQuant/add"; +"1944 maskrcnn/tf.__operators__.add_17/fake_quantize/SymmQuant/add" -> "1947 maskrcnn/tf.__operators__.add_17/fake_quantize/SymmQuant/mul"; +"1944 maskrcnn/tf.__operators__.add_17/fake_quantize/SymmQuant/add" -> "1948 maskrcnn/tf.__operators__.add_17/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1945 maskrcnn/tf.__operators__.add_17/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "1946 maskrcnn/tf.__operators__.add_17/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"1946 maskrcnn/tf.__operators__.add_17/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "1947 maskrcnn/tf.__operators__.add_17/fake_quantize/SymmQuant/mul"; +"1947 maskrcnn/tf.__operators__.add_17/fake_quantize/SymmQuant/mul" -> "1948 maskrcnn/tf.__operators__.add_17/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1948 maskrcnn/tf.__operators__.add_17/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "1967 maskrcnn/up_sampling2d_2/resize/ResizeNearestNeighbor"; +"1948 maskrcnn/tf.__operators__.add_17/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "2061 maskrcnn/post_hoc_d3/Conv2D"; +"1949 maskrcnn/l2/SymmQuant/Abs/ReadVariableOp/resource" -> "1950 maskrcnn/l2/SymmQuant/Abs/ReadVariableOp"; +"1950 maskrcnn/l2/SymmQuant/Abs/ReadVariableOp" -> "1951 maskrcnn/l2/SymmQuant/Abs"; +"1951 maskrcnn/l2/SymmQuant/Abs" -> "1953 maskrcnn/l2/SymmQuant/add"; +"1952 maskrcnn/l2/SymmQuant/add/y" -> "1953 maskrcnn/l2/SymmQuant/add"; +"1953 maskrcnn/l2/SymmQuant/add" -> "1956 maskrcnn/l2/SymmQuant/mul"; +"1953 maskrcnn/l2/SymmQuant/add" -> "1959 maskrcnn/l2/SymmQuant/FakeQuantWithMinMaxVars"; +"1954 maskrcnn/l2/SymmQuant/mul/ReadVariableOp/resource" -> "1955 maskrcnn/l2/SymmQuant/mul/ReadVariableOp"; +"1955 maskrcnn/l2/SymmQuant/mul/ReadVariableOp" -> "1956 maskrcnn/l2/SymmQuant/mul"; +"1956 maskrcnn/l2/SymmQuant/mul" -> "1959 maskrcnn/l2/SymmQuant/FakeQuantWithMinMaxVars"; +"1957 maskrcnn/l2/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "1958 maskrcnn/l2/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"1958 maskrcnn/l2/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1959 maskrcnn/l2/SymmQuant/FakeQuantWithMinMaxVars"; +"1959 maskrcnn/l2/SymmQuant/FakeQuantWithMinMaxVars" -> "1960 maskrcnn/l2/Conv2D"; +"1960 maskrcnn/l2/Conv2D" -> "1963 maskrcnn/l2/BiasAdd"; +"1961 maskrcnn/l2/BiasAdd/ReadVariableOp/resource" -> "1962 maskrcnn/l2/BiasAdd/ReadVariableOp"; +"1962 maskrcnn/l2/BiasAdd/ReadVariableOp" -> "1963 maskrcnn/l2/BiasAdd"; +"1963 maskrcnn/l2/BiasAdd" -> "1985 maskrcnn/l2/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1964 maskrcnn/up_sampling2d_2/Const" -> "1966 maskrcnn/up_sampling2d_2/mul"; +"1965 maskrcnn/up_sampling2d_2/Const_1" -> "1966 maskrcnn/up_sampling2d_2/mul"; +"1966 maskrcnn/up_sampling2d_2/mul" -> "1967 maskrcnn/up_sampling2d_2/resize/ResizeNearestNeighbor"; +"1967 maskrcnn/up_sampling2d_2/resize/ResizeNearestNeighbor" -> "1976 maskrcnn/up_sampling2d_2/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1968 maskrcnn/up_sampling2d_2/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "1969 maskrcnn/up_sampling2d_2/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"1969 maskrcnn/up_sampling2d_2/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "1970 maskrcnn/up_sampling2d_2/fake_quantize/SymmQuant/Abs"; +"1970 maskrcnn/up_sampling2d_2/fake_quantize/SymmQuant/Abs" -> "1972 maskrcnn/up_sampling2d_2/fake_quantize/SymmQuant/add"; +"1971 maskrcnn/up_sampling2d_2/fake_quantize/SymmQuant/add/y" -> "1972 maskrcnn/up_sampling2d_2/fake_quantize/SymmQuant/add"; +"1972 maskrcnn/up_sampling2d_2/fake_quantize/SymmQuant/add" -> "1975 maskrcnn/up_sampling2d_2/fake_quantize/SymmQuant/mul"; +"1972 maskrcnn/up_sampling2d_2/fake_quantize/SymmQuant/add" -> "1976 maskrcnn/up_sampling2d_2/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1973 maskrcnn/up_sampling2d_2/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "1974 maskrcnn/up_sampling2d_2/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"1974 maskrcnn/up_sampling2d_2/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "1975 maskrcnn/up_sampling2d_2/fake_quantize/SymmQuant/mul"; +"1975 maskrcnn/up_sampling2d_2/fake_quantize/SymmQuant/mul" -> "1976 maskrcnn/up_sampling2d_2/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1976 maskrcnn/up_sampling2d_2/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "2001 maskrcnn/tf.__operators__.add_18/AddV2"; +"1977 maskrcnn/l2/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "1978 maskrcnn/l2/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"1978 maskrcnn/l2/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "1979 maskrcnn/l2/fake_quantize/SymmQuant/Abs"; +"1979 maskrcnn/l2/fake_quantize/SymmQuant/Abs" -> "1981 maskrcnn/l2/fake_quantize/SymmQuant/add"; +"1980 maskrcnn/l2/fake_quantize/SymmQuant/add/y" -> "1981 maskrcnn/l2/fake_quantize/SymmQuant/add"; +"1981 maskrcnn/l2/fake_quantize/SymmQuant/add" -> "1984 maskrcnn/l2/fake_quantize/SymmQuant/mul"; +"1981 maskrcnn/l2/fake_quantize/SymmQuant/add" -> "1985 maskrcnn/l2/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1982 maskrcnn/l2/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "1983 maskrcnn/l2/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"1983 maskrcnn/l2/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "1984 maskrcnn/l2/fake_quantize/SymmQuant/mul"; +"1984 maskrcnn/l2/fake_quantize/SymmQuant/mul" -> "1985 maskrcnn/l2/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"1985 maskrcnn/l2/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "2001 maskrcnn/tf.__operators__.add_18/AddV2"; +"1986 maskrcnn/post_hoc_d5/SymmQuant/Abs/ReadVariableOp/resource" -> "1987 maskrcnn/post_hoc_d5/SymmQuant/Abs/ReadVariableOp"; +"1987 maskrcnn/post_hoc_d5/SymmQuant/Abs/ReadVariableOp" -> "1988 maskrcnn/post_hoc_d5/SymmQuant/Abs"; +"1988 maskrcnn/post_hoc_d5/SymmQuant/Abs" -> "1990 maskrcnn/post_hoc_d5/SymmQuant/add"; +"1989 maskrcnn/post_hoc_d5/SymmQuant/add/y" -> "1990 maskrcnn/post_hoc_d5/SymmQuant/add"; +"1990 maskrcnn/post_hoc_d5/SymmQuant/add" -> "1993 maskrcnn/post_hoc_d5/SymmQuant/mul"; +"1990 maskrcnn/post_hoc_d5/SymmQuant/add" -> "1996 maskrcnn/post_hoc_d5/SymmQuant/FakeQuantWithMinMaxVars"; +"1991 maskrcnn/post_hoc_d5/SymmQuant/mul/ReadVariableOp/resource" -> "1992 maskrcnn/post_hoc_d5/SymmQuant/mul/ReadVariableOp"; +"1992 maskrcnn/post_hoc_d5/SymmQuant/mul/ReadVariableOp" -> "1993 maskrcnn/post_hoc_d5/SymmQuant/mul"; +"1993 maskrcnn/post_hoc_d5/SymmQuant/mul" -> "1996 maskrcnn/post_hoc_d5/SymmQuant/FakeQuantWithMinMaxVars"; +"1994 maskrcnn/post_hoc_d5/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "1995 maskrcnn/post_hoc_d5/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"1995 maskrcnn/post_hoc_d5/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1996 maskrcnn/post_hoc_d5/SymmQuant/FakeQuantWithMinMaxVars"; +"1996 maskrcnn/post_hoc_d5/SymmQuant/FakeQuantWithMinMaxVars" -> "1997 maskrcnn/post_hoc_d5/Conv2D"; +"1997 maskrcnn/post_hoc_d5/Conv2D" -> "2000 maskrcnn/post_hoc_d5/BiasAdd"; +"1998 maskrcnn/post_hoc_d5/BiasAdd/ReadVariableOp/resource" -> "1999 maskrcnn/post_hoc_d5/BiasAdd/ReadVariableOp"; +"1999 maskrcnn/post_hoc_d5/BiasAdd/ReadVariableOp" -> "2000 maskrcnn/post_hoc_d5/BiasAdd"; +"2000 maskrcnn/post_hoc_d5/BiasAdd" -> "2010 maskrcnn/post_hoc_d5/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"2001 maskrcnn/tf.__operators__.add_18/AddV2" -> "2019 maskrcnn/tf.__operators__.add_18/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"2002 maskrcnn/post_hoc_d5/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "2003 maskrcnn/post_hoc_d5/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"2003 maskrcnn/post_hoc_d5/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "2004 maskrcnn/post_hoc_d5/fake_quantize/SymmQuant/Abs"; +"2004 maskrcnn/post_hoc_d5/fake_quantize/SymmQuant/Abs" -> "2006 maskrcnn/post_hoc_d5/fake_quantize/SymmQuant/add"; +"2005 maskrcnn/post_hoc_d5/fake_quantize/SymmQuant/add/y" -> "2006 maskrcnn/post_hoc_d5/fake_quantize/SymmQuant/add"; +"2006 maskrcnn/post_hoc_d5/fake_quantize/SymmQuant/add" -> "2009 maskrcnn/post_hoc_d5/fake_quantize/SymmQuant/mul"; +"2006 maskrcnn/post_hoc_d5/fake_quantize/SymmQuant/add" -> "2010 maskrcnn/post_hoc_d5/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"2007 maskrcnn/post_hoc_d5/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "2008 maskrcnn/post_hoc_d5/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"2008 maskrcnn/post_hoc_d5/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "2009 maskrcnn/post_hoc_d5/fake_quantize/SymmQuant/mul"; +"2009 maskrcnn/post_hoc_d5/fake_quantize/SymmQuant/mul" -> "2010 maskrcnn/post_hoc_d5/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"2010 maskrcnn/post_hoc_d5/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "2031 maskrcnn/p6/Conv2D"; +"2010 maskrcnn/post_hoc_d5/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "2097 maskrcnn/p5-bn/FusedBatchNormV3"; +"2011 maskrcnn/tf.__operators__.add_18/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "2012 maskrcnn/tf.__operators__.add_18/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"2012 maskrcnn/tf.__operators__.add_18/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "2013 maskrcnn/tf.__operators__.add_18/fake_quantize/SymmQuant/Abs"; +"2013 maskrcnn/tf.__operators__.add_18/fake_quantize/SymmQuant/Abs" -> "2015 maskrcnn/tf.__operators__.add_18/fake_quantize/SymmQuant/add"; +"2014 maskrcnn/tf.__operators__.add_18/fake_quantize/SymmQuant/add/y" -> "2015 maskrcnn/tf.__operators__.add_18/fake_quantize/SymmQuant/add"; +"2015 maskrcnn/tf.__operators__.add_18/fake_quantize/SymmQuant/add" -> "2018 maskrcnn/tf.__operators__.add_18/fake_quantize/SymmQuant/mul"; +"2015 maskrcnn/tf.__operators__.add_18/fake_quantize/SymmQuant/add" -> "2019 maskrcnn/tf.__operators__.add_18/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"2016 maskrcnn/tf.__operators__.add_18/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "2017 maskrcnn/tf.__operators__.add_18/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"2017 maskrcnn/tf.__operators__.add_18/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "2018 maskrcnn/tf.__operators__.add_18/fake_quantize/SymmQuant/mul"; +"2018 maskrcnn/tf.__operators__.add_18/fake_quantize/SymmQuant/mul" -> "2019 maskrcnn/tf.__operators__.add_18/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"2019 maskrcnn/tf.__operators__.add_18/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "2076 maskrcnn/post_hoc_d2/Conv2D"; +"2020 maskrcnn/p6/SymmQuant/Abs/ReadVariableOp/resource" -> "2021 maskrcnn/p6/SymmQuant/Abs/ReadVariableOp"; +"2021 maskrcnn/p6/SymmQuant/Abs/ReadVariableOp" -> "2022 maskrcnn/p6/SymmQuant/Abs"; +"2022 maskrcnn/p6/SymmQuant/Abs" -> "2024 maskrcnn/p6/SymmQuant/add"; +"2023 maskrcnn/p6/SymmQuant/add/y" -> "2024 maskrcnn/p6/SymmQuant/add"; +"2024 maskrcnn/p6/SymmQuant/add" -> "2027 maskrcnn/p6/SymmQuant/mul"; +"2024 maskrcnn/p6/SymmQuant/add" -> "2030 maskrcnn/p6/SymmQuant/FakeQuantWithMinMaxVars"; +"2025 maskrcnn/p6/SymmQuant/mul/ReadVariableOp/resource" -> "2026 maskrcnn/p6/SymmQuant/mul/ReadVariableOp"; +"2026 maskrcnn/p6/SymmQuant/mul/ReadVariableOp" -> "2027 maskrcnn/p6/SymmQuant/mul"; +"2027 maskrcnn/p6/SymmQuant/mul" -> "2030 maskrcnn/p6/SymmQuant/FakeQuantWithMinMaxVars"; +"2028 maskrcnn/p6/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "2029 maskrcnn/p6/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"2029 maskrcnn/p6/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2030 maskrcnn/p6/SymmQuant/FakeQuantWithMinMaxVars"; +"2030 maskrcnn/p6/SymmQuant/FakeQuantWithMinMaxVars" -> "2031 maskrcnn/p6/Conv2D"; +"2031 maskrcnn/p6/Conv2D" -> "2034 maskrcnn/p6/BiasAdd"; +"2032 maskrcnn/p6/BiasAdd/ReadVariableOp/resource" -> "2033 maskrcnn/p6/BiasAdd/ReadVariableOp"; +"2033 maskrcnn/p6/BiasAdd/ReadVariableOp" -> "2034 maskrcnn/p6/BiasAdd"; +"2034 maskrcnn/p6/BiasAdd" -> "2088 maskrcnn/p6-bn/FusedBatchNormV3"; +"2035 maskrcnn/post_hoc_d4/SymmQuant/Abs/ReadVariableOp/resource" -> "2036 maskrcnn/post_hoc_d4/SymmQuant/Abs/ReadVariableOp"; +"2036 maskrcnn/post_hoc_d4/SymmQuant/Abs/ReadVariableOp" -> "2037 maskrcnn/post_hoc_d4/SymmQuant/Abs"; +"2037 maskrcnn/post_hoc_d4/SymmQuant/Abs" -> "2039 maskrcnn/post_hoc_d4/SymmQuant/add"; +"2038 maskrcnn/post_hoc_d4/SymmQuant/add/y" -> "2039 maskrcnn/post_hoc_d4/SymmQuant/add"; +"2039 maskrcnn/post_hoc_d4/SymmQuant/add" -> "2042 maskrcnn/post_hoc_d4/SymmQuant/mul"; +"2039 maskrcnn/post_hoc_d4/SymmQuant/add" -> "2045 maskrcnn/post_hoc_d4/SymmQuant/FakeQuantWithMinMaxVars"; +"2040 maskrcnn/post_hoc_d4/SymmQuant/mul/ReadVariableOp/resource" -> "2041 maskrcnn/post_hoc_d4/SymmQuant/mul/ReadVariableOp"; +"2041 maskrcnn/post_hoc_d4/SymmQuant/mul/ReadVariableOp" -> "2042 maskrcnn/post_hoc_d4/SymmQuant/mul"; +"2042 maskrcnn/post_hoc_d4/SymmQuant/mul" -> "2045 maskrcnn/post_hoc_d4/SymmQuant/FakeQuantWithMinMaxVars"; +"2043 maskrcnn/post_hoc_d4/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "2044 maskrcnn/post_hoc_d4/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"2044 maskrcnn/post_hoc_d4/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2045 maskrcnn/post_hoc_d4/SymmQuant/FakeQuantWithMinMaxVars"; +"2045 maskrcnn/post_hoc_d4/SymmQuant/FakeQuantWithMinMaxVars" -> "2046 maskrcnn/post_hoc_d4/Conv2D"; +"2046 maskrcnn/post_hoc_d4/Conv2D" -> "2049 maskrcnn/post_hoc_d4/BiasAdd"; +"2047 maskrcnn/post_hoc_d4/BiasAdd/ReadVariableOp/resource" -> "2048 maskrcnn/post_hoc_d4/BiasAdd/ReadVariableOp"; +"2048 maskrcnn/post_hoc_d4/BiasAdd/ReadVariableOp" -> "2049 maskrcnn/post_hoc_d4/BiasAdd"; +"2049 maskrcnn/post_hoc_d4/BiasAdd" -> "2106 maskrcnn/p4-bn/FusedBatchNormV3"; +"2050 maskrcnn/post_hoc_d3/SymmQuant/Abs/ReadVariableOp/resource" -> "2051 maskrcnn/post_hoc_d3/SymmQuant/Abs/ReadVariableOp"; +"2051 maskrcnn/post_hoc_d3/SymmQuant/Abs/ReadVariableOp" -> "2052 maskrcnn/post_hoc_d3/SymmQuant/Abs"; +"2052 maskrcnn/post_hoc_d3/SymmQuant/Abs" -> "2054 maskrcnn/post_hoc_d3/SymmQuant/add"; +"2053 maskrcnn/post_hoc_d3/SymmQuant/add/y" -> "2054 maskrcnn/post_hoc_d3/SymmQuant/add"; +"2054 maskrcnn/post_hoc_d3/SymmQuant/add" -> "2057 maskrcnn/post_hoc_d3/SymmQuant/mul"; +"2054 maskrcnn/post_hoc_d3/SymmQuant/add" -> "2060 maskrcnn/post_hoc_d3/SymmQuant/FakeQuantWithMinMaxVars"; +"2055 maskrcnn/post_hoc_d3/SymmQuant/mul/ReadVariableOp/resource" -> "2056 maskrcnn/post_hoc_d3/SymmQuant/mul/ReadVariableOp"; +"2056 maskrcnn/post_hoc_d3/SymmQuant/mul/ReadVariableOp" -> "2057 maskrcnn/post_hoc_d3/SymmQuant/mul"; +"2057 maskrcnn/post_hoc_d3/SymmQuant/mul" -> "2060 maskrcnn/post_hoc_d3/SymmQuant/FakeQuantWithMinMaxVars"; +"2058 maskrcnn/post_hoc_d3/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "2059 maskrcnn/post_hoc_d3/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"2059 maskrcnn/post_hoc_d3/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2060 maskrcnn/post_hoc_d3/SymmQuant/FakeQuantWithMinMaxVars"; +"2060 maskrcnn/post_hoc_d3/SymmQuant/FakeQuantWithMinMaxVars" -> "2061 maskrcnn/post_hoc_d3/Conv2D"; +"2061 maskrcnn/post_hoc_d3/Conv2D" -> "2064 maskrcnn/post_hoc_d3/BiasAdd"; +"2062 maskrcnn/post_hoc_d3/BiasAdd/ReadVariableOp/resource" -> "2063 maskrcnn/post_hoc_d3/BiasAdd/ReadVariableOp"; +"2063 maskrcnn/post_hoc_d3/BiasAdd/ReadVariableOp" -> "2064 maskrcnn/post_hoc_d3/BiasAdd"; +"2064 maskrcnn/post_hoc_d3/BiasAdd" -> "2115 maskrcnn/p3-bn/FusedBatchNormV3"; +"2065 maskrcnn/post_hoc_d2/SymmQuant/Abs/ReadVariableOp/resource" -> "2066 maskrcnn/post_hoc_d2/SymmQuant/Abs/ReadVariableOp"; +"2066 maskrcnn/post_hoc_d2/SymmQuant/Abs/ReadVariableOp" -> "2067 maskrcnn/post_hoc_d2/SymmQuant/Abs"; +"2067 maskrcnn/post_hoc_d2/SymmQuant/Abs" -> "2069 maskrcnn/post_hoc_d2/SymmQuant/add"; +"2068 maskrcnn/post_hoc_d2/SymmQuant/add/y" -> "2069 maskrcnn/post_hoc_d2/SymmQuant/add"; +"2069 maskrcnn/post_hoc_d2/SymmQuant/add" -> "2072 maskrcnn/post_hoc_d2/SymmQuant/mul"; +"2069 maskrcnn/post_hoc_d2/SymmQuant/add" -> "2075 maskrcnn/post_hoc_d2/SymmQuant/FakeQuantWithMinMaxVars"; +"2070 maskrcnn/post_hoc_d2/SymmQuant/mul/ReadVariableOp/resource" -> "2071 maskrcnn/post_hoc_d2/SymmQuant/mul/ReadVariableOp"; +"2071 maskrcnn/post_hoc_d2/SymmQuant/mul/ReadVariableOp" -> "2072 maskrcnn/post_hoc_d2/SymmQuant/mul"; +"2072 maskrcnn/post_hoc_d2/SymmQuant/mul" -> "2075 maskrcnn/post_hoc_d2/SymmQuant/FakeQuantWithMinMaxVars"; +"2073 maskrcnn/post_hoc_d2/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "2074 maskrcnn/post_hoc_d2/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"2074 maskrcnn/post_hoc_d2/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2075 maskrcnn/post_hoc_d2/SymmQuant/FakeQuantWithMinMaxVars"; +"2075 maskrcnn/post_hoc_d2/SymmQuant/FakeQuantWithMinMaxVars" -> "2076 maskrcnn/post_hoc_d2/Conv2D"; +"2076 maskrcnn/post_hoc_d2/Conv2D" -> "2079 maskrcnn/post_hoc_d2/BiasAdd"; +"2077 maskrcnn/post_hoc_d2/BiasAdd/ReadVariableOp/resource" -> "2078 maskrcnn/post_hoc_d2/BiasAdd/ReadVariableOp"; +"2078 maskrcnn/post_hoc_d2/BiasAdd/ReadVariableOp" -> "2079 maskrcnn/post_hoc_d2/BiasAdd"; +"2079 maskrcnn/post_hoc_d2/BiasAdd" -> "2124 maskrcnn/p2-bn/FusedBatchNormV3"; +"2080 maskrcnn/p6-bn/ReadVariableOp/resource" -> "2081 maskrcnn/p6-bn/ReadVariableOp"; +"2081 maskrcnn/p6-bn/ReadVariableOp" -> "2088 maskrcnn/p6-bn/FusedBatchNormV3"; +"2082 maskrcnn/p6-bn/ReadVariableOp_1/resource" -> "2083 maskrcnn/p6-bn/ReadVariableOp_1"; +"2083 maskrcnn/p6-bn/ReadVariableOp_1" -> "2088 maskrcnn/p6-bn/FusedBatchNormV3"; +"2084 maskrcnn/p6-bn/FusedBatchNormV3/ReadVariableOp/resource" -> "2085 maskrcnn/p6-bn/FusedBatchNormV3/ReadVariableOp"; +"2085 maskrcnn/p6-bn/FusedBatchNormV3/ReadVariableOp" -> "2088 maskrcnn/p6-bn/FusedBatchNormV3"; +"2086 maskrcnn/p6-bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2087 maskrcnn/p6-bn/FusedBatchNormV3/ReadVariableOp_1"; +"2087 maskrcnn/p6-bn/FusedBatchNormV3/ReadVariableOp_1" -> "2088 maskrcnn/p6-bn/FusedBatchNormV3"; +"2088 maskrcnn/p6-bn/FusedBatchNormV3" -> "2133 maskrcnn/p6-bn/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"2089 maskrcnn/p5-bn/ReadVariableOp/resource" -> "2090 maskrcnn/p5-bn/ReadVariableOp"; +"2090 maskrcnn/p5-bn/ReadVariableOp" -> "2097 maskrcnn/p5-bn/FusedBatchNormV3"; +"2091 maskrcnn/p5-bn/ReadVariableOp_1/resource" -> "2092 maskrcnn/p5-bn/ReadVariableOp_1"; +"2092 maskrcnn/p5-bn/ReadVariableOp_1" -> "2097 maskrcnn/p5-bn/FusedBatchNormV3"; +"2093 maskrcnn/p5-bn/FusedBatchNormV3/ReadVariableOp/resource" -> "2094 maskrcnn/p5-bn/FusedBatchNormV3/ReadVariableOp"; +"2094 maskrcnn/p5-bn/FusedBatchNormV3/ReadVariableOp" -> "2097 maskrcnn/p5-bn/FusedBatchNormV3"; +"2095 maskrcnn/p5-bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2096 maskrcnn/p5-bn/FusedBatchNormV3/ReadVariableOp_1"; +"2096 maskrcnn/p5-bn/FusedBatchNormV3/ReadVariableOp_1" -> "2097 maskrcnn/p5-bn/FusedBatchNormV3"; +"2097 maskrcnn/p5-bn/FusedBatchNormV3" -> "2142 maskrcnn/p5-bn/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"2098 maskrcnn/p4-bn/ReadVariableOp/resource" -> "2099 maskrcnn/p4-bn/ReadVariableOp"; +"2099 maskrcnn/p4-bn/ReadVariableOp" -> "2106 maskrcnn/p4-bn/FusedBatchNormV3"; +"2100 maskrcnn/p4-bn/ReadVariableOp_1/resource" -> "2101 maskrcnn/p4-bn/ReadVariableOp_1"; +"2101 maskrcnn/p4-bn/ReadVariableOp_1" -> "2106 maskrcnn/p4-bn/FusedBatchNormV3"; +"2102 maskrcnn/p4-bn/FusedBatchNormV3/ReadVariableOp/resource" -> "2103 maskrcnn/p4-bn/FusedBatchNormV3/ReadVariableOp"; +"2103 maskrcnn/p4-bn/FusedBatchNormV3/ReadVariableOp" -> "2106 maskrcnn/p4-bn/FusedBatchNormV3"; +"2104 maskrcnn/p4-bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2105 maskrcnn/p4-bn/FusedBatchNormV3/ReadVariableOp_1"; +"2105 maskrcnn/p4-bn/FusedBatchNormV3/ReadVariableOp_1" -> "2106 maskrcnn/p4-bn/FusedBatchNormV3"; +"2106 maskrcnn/p4-bn/FusedBatchNormV3" -> "2151 maskrcnn/p4-bn/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"2107 maskrcnn/p3-bn/ReadVariableOp/resource" -> "2108 maskrcnn/p3-bn/ReadVariableOp"; +"2108 maskrcnn/p3-bn/ReadVariableOp" -> "2115 maskrcnn/p3-bn/FusedBatchNormV3"; +"2109 maskrcnn/p3-bn/ReadVariableOp_1/resource" -> "2110 maskrcnn/p3-bn/ReadVariableOp_1"; +"2110 maskrcnn/p3-bn/ReadVariableOp_1" -> "2115 maskrcnn/p3-bn/FusedBatchNormV3"; +"2111 maskrcnn/p3-bn/FusedBatchNormV3/ReadVariableOp/resource" -> "2112 maskrcnn/p3-bn/FusedBatchNormV3/ReadVariableOp"; +"2112 maskrcnn/p3-bn/FusedBatchNormV3/ReadVariableOp" -> "2115 maskrcnn/p3-bn/FusedBatchNormV3"; +"2113 maskrcnn/p3-bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2114 maskrcnn/p3-bn/FusedBatchNormV3/ReadVariableOp_1"; +"2114 maskrcnn/p3-bn/FusedBatchNormV3/ReadVariableOp_1" -> "2115 maskrcnn/p3-bn/FusedBatchNormV3"; +"2115 maskrcnn/p3-bn/FusedBatchNormV3" -> "2160 maskrcnn/p3-bn/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"2116 maskrcnn/p2-bn/ReadVariableOp/resource" -> "2117 maskrcnn/p2-bn/ReadVariableOp"; +"2117 maskrcnn/p2-bn/ReadVariableOp" -> "2124 maskrcnn/p2-bn/FusedBatchNormV3"; +"2118 maskrcnn/p2-bn/ReadVariableOp_1/resource" -> "2119 maskrcnn/p2-bn/ReadVariableOp_1"; +"2119 maskrcnn/p2-bn/ReadVariableOp_1" -> "2124 maskrcnn/p2-bn/FusedBatchNormV3"; +"2120 maskrcnn/p2-bn/FusedBatchNormV3/ReadVariableOp/resource" -> "2121 maskrcnn/p2-bn/FusedBatchNormV3/ReadVariableOp"; +"2121 maskrcnn/p2-bn/FusedBatchNormV3/ReadVariableOp" -> "2124 maskrcnn/p2-bn/FusedBatchNormV3"; +"2122 maskrcnn/p2-bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2123 maskrcnn/p2-bn/FusedBatchNormV3/ReadVariableOp_1"; +"2123 maskrcnn/p2-bn/FusedBatchNormV3/ReadVariableOp_1" -> "2124 maskrcnn/p2-bn/FusedBatchNormV3"; +"2124 maskrcnn/p2-bn/FusedBatchNormV3" -> "2169 maskrcnn/p2-bn/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"2125 maskrcnn/p6-bn/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "2126 maskrcnn/p6-bn/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"2126 maskrcnn/p6-bn/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "2127 maskrcnn/p6-bn/fake_quantize/SymmQuant/Abs"; +"2127 maskrcnn/p6-bn/fake_quantize/SymmQuant/Abs" -> "2129 maskrcnn/p6-bn/fake_quantize/SymmQuant/add"; +"2128 maskrcnn/p6-bn/fake_quantize/SymmQuant/add/y" -> "2129 maskrcnn/p6-bn/fake_quantize/SymmQuant/add"; +"2129 maskrcnn/p6-bn/fake_quantize/SymmQuant/add" -> "2132 maskrcnn/p6-bn/fake_quantize/SymmQuant/mul"; +"2129 maskrcnn/p6-bn/fake_quantize/SymmQuant/add" -> "2133 maskrcnn/p6-bn/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"2130 maskrcnn/p6-bn/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "2131 maskrcnn/p6-bn/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"2131 maskrcnn/p6-bn/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "2132 maskrcnn/p6-bn/fake_quantize/SymmQuant/mul"; +"2132 maskrcnn/p6-bn/fake_quantize/SymmQuant/mul" -> "2133 maskrcnn/p6-bn/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"2133 maskrcnn/p6-bn/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "2181 maskrcnn/rpn/Conv2D"; +"2133 maskrcnn/p6-bn/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "4771 maskrcnn/tf.reshape_18/Reshape"; +"2133 maskrcnn/p6-bn/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6769 maskrcnn/tf.reshape_47/Reshape"; +"2134 maskrcnn/p5-bn/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "2135 maskrcnn/p5-bn/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"2135 maskrcnn/p5-bn/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "2136 maskrcnn/p5-bn/fake_quantize/SymmQuant/Abs"; +"2136 maskrcnn/p5-bn/fake_quantize/SymmQuant/Abs" -> "2138 maskrcnn/p5-bn/fake_quantize/SymmQuant/add"; +"2137 maskrcnn/p5-bn/fake_quantize/SymmQuant/add/y" -> "2138 maskrcnn/p5-bn/fake_quantize/SymmQuant/add"; +"2138 maskrcnn/p5-bn/fake_quantize/SymmQuant/add" -> "2141 maskrcnn/p5-bn/fake_quantize/SymmQuant/mul"; +"2138 maskrcnn/p5-bn/fake_quantize/SymmQuant/add" -> "2142 maskrcnn/p5-bn/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"2139 maskrcnn/p5-bn/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "2140 maskrcnn/p5-bn/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"2140 maskrcnn/p5-bn/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "2141 maskrcnn/p5-bn/fake_quantize/SymmQuant/mul"; +"2141 maskrcnn/p5-bn/fake_quantize/SymmQuant/mul" -> "2142 maskrcnn/p5-bn/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"2142 maskrcnn/p5-bn/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "2194 maskrcnn/rpn/Conv2D_1"; +"2142 maskrcnn/p5-bn/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "4769 maskrcnn/tf.reshape_16/Reshape"; +"2142 maskrcnn/p5-bn/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6767 maskrcnn/tf.reshape_45/Reshape"; +"2143 maskrcnn/p4-bn/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "2144 maskrcnn/p4-bn/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"2144 maskrcnn/p4-bn/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "2145 maskrcnn/p4-bn/fake_quantize/SymmQuant/Abs"; +"2145 maskrcnn/p4-bn/fake_quantize/SymmQuant/Abs" -> "2147 maskrcnn/p4-bn/fake_quantize/SymmQuant/add"; +"2146 maskrcnn/p4-bn/fake_quantize/SymmQuant/add/y" -> "2147 maskrcnn/p4-bn/fake_quantize/SymmQuant/add"; +"2147 maskrcnn/p4-bn/fake_quantize/SymmQuant/add" -> "2150 maskrcnn/p4-bn/fake_quantize/SymmQuant/mul"; +"2147 maskrcnn/p4-bn/fake_quantize/SymmQuant/add" -> "2151 maskrcnn/p4-bn/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"2148 maskrcnn/p4-bn/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "2149 maskrcnn/p4-bn/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"2149 maskrcnn/p4-bn/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "2150 maskrcnn/p4-bn/fake_quantize/SymmQuant/mul"; +"2150 maskrcnn/p4-bn/fake_quantize/SymmQuant/mul" -> "2151 maskrcnn/p4-bn/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"2151 maskrcnn/p4-bn/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "2206 maskrcnn/rpn/Conv2D_2"; +"2151 maskrcnn/p4-bn/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "4767 maskrcnn/tf.reshape_14/Reshape"; +"2151 maskrcnn/p4-bn/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6765 maskrcnn/tf.reshape_43/Reshape"; +"2152 maskrcnn/p3-bn/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "2153 maskrcnn/p3-bn/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"2153 maskrcnn/p3-bn/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "2154 maskrcnn/p3-bn/fake_quantize/SymmQuant/Abs"; +"2154 maskrcnn/p3-bn/fake_quantize/SymmQuant/Abs" -> "2156 maskrcnn/p3-bn/fake_quantize/SymmQuant/add"; +"2155 maskrcnn/p3-bn/fake_quantize/SymmQuant/add/y" -> "2156 maskrcnn/p3-bn/fake_quantize/SymmQuant/add"; +"2156 maskrcnn/p3-bn/fake_quantize/SymmQuant/add" -> "2159 maskrcnn/p3-bn/fake_quantize/SymmQuant/mul"; +"2156 maskrcnn/p3-bn/fake_quantize/SymmQuant/add" -> "2160 maskrcnn/p3-bn/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"2157 maskrcnn/p3-bn/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "2158 maskrcnn/p3-bn/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"2158 maskrcnn/p3-bn/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "2159 maskrcnn/p3-bn/fake_quantize/SymmQuant/mul"; +"2159 maskrcnn/p3-bn/fake_quantize/SymmQuant/mul" -> "2160 maskrcnn/p3-bn/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"2160 maskrcnn/p3-bn/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "2218 maskrcnn/rpn/Conv2D_3"; +"2160 maskrcnn/p3-bn/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "4765 maskrcnn/tf.reshape_12/Reshape"; +"2160 maskrcnn/p3-bn/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6763 maskrcnn/tf.reshape_41/Reshape"; +"2161 maskrcnn/p2-bn/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "2162 maskrcnn/p2-bn/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"2162 maskrcnn/p2-bn/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "2163 maskrcnn/p2-bn/fake_quantize/SymmQuant/Abs"; +"2163 maskrcnn/p2-bn/fake_quantize/SymmQuant/Abs" -> "2165 maskrcnn/p2-bn/fake_quantize/SymmQuant/add"; +"2164 maskrcnn/p2-bn/fake_quantize/SymmQuant/add/y" -> "2165 maskrcnn/p2-bn/fake_quantize/SymmQuant/add"; +"2165 maskrcnn/p2-bn/fake_quantize/SymmQuant/add" -> "2168 maskrcnn/p2-bn/fake_quantize/SymmQuant/mul"; +"2165 maskrcnn/p2-bn/fake_quantize/SymmQuant/add" -> "2169 maskrcnn/p2-bn/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"2166 maskrcnn/p2-bn/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "2167 maskrcnn/p2-bn/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"2167 maskrcnn/p2-bn/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "2168 maskrcnn/p2-bn/fake_quantize/SymmQuant/mul"; +"2168 maskrcnn/p2-bn/fake_quantize/SymmQuant/mul" -> "2169 maskrcnn/p2-bn/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"2169 maskrcnn/p2-bn/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "2230 maskrcnn/rpn/Conv2D_4"; +"2169 maskrcnn/p2-bn/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "4763 maskrcnn/tf.reshape_10/Reshape"; +"2169 maskrcnn/p2-bn/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6761 maskrcnn/tf.reshape_39/Reshape"; +"2170 maskrcnn/rpn/SymmQuant/Abs/ReadVariableOp/resource" -> "2171 maskrcnn/rpn/SymmQuant/Abs/ReadVariableOp"; +"2170 maskrcnn/rpn/SymmQuant/Abs/ReadVariableOp/resource" -> "2186 maskrcnn/rpn/SymmQuant_1/Abs/ReadVariableOp"; +"2170 maskrcnn/rpn/SymmQuant/Abs/ReadVariableOp/resource" -> "2198 maskrcnn/rpn/SymmQuant_2/Abs/ReadVariableOp"; +"2170 maskrcnn/rpn/SymmQuant/Abs/ReadVariableOp/resource" -> "2210 maskrcnn/rpn/SymmQuant_3/Abs/ReadVariableOp"; +"2170 maskrcnn/rpn/SymmQuant/Abs/ReadVariableOp/resource" -> "2222 maskrcnn/rpn/SymmQuant_4/Abs/ReadVariableOp"; +"2171 maskrcnn/rpn/SymmQuant/Abs/ReadVariableOp" -> "2172 maskrcnn/rpn/SymmQuant/Abs"; +"2172 maskrcnn/rpn/SymmQuant/Abs" -> "2174 maskrcnn/rpn/SymmQuant/add"; +"2173 maskrcnn/rpn/SymmQuant/add/y" -> "2174 maskrcnn/rpn/SymmQuant/add"; +"2174 maskrcnn/rpn/SymmQuant/add" -> "2177 maskrcnn/rpn/SymmQuant/mul"; +"2174 maskrcnn/rpn/SymmQuant/add" -> "2180 maskrcnn/rpn/SymmQuant/FakeQuantWithMinMaxVars"; +"2175 maskrcnn/rpn/SymmQuant/mul/ReadVariableOp/resource" -> "2176 maskrcnn/rpn/SymmQuant/mul/ReadVariableOp"; +"2175 maskrcnn/rpn/SymmQuant/mul/ReadVariableOp/resource" -> "2190 maskrcnn/rpn/SymmQuant_1/mul/ReadVariableOp"; +"2175 maskrcnn/rpn/SymmQuant/mul/ReadVariableOp/resource" -> "2202 maskrcnn/rpn/SymmQuant_2/mul/ReadVariableOp"; +"2175 maskrcnn/rpn/SymmQuant/mul/ReadVariableOp/resource" -> "2214 maskrcnn/rpn/SymmQuant_3/mul/ReadVariableOp"; +"2175 maskrcnn/rpn/SymmQuant/mul/ReadVariableOp/resource" -> "2226 maskrcnn/rpn/SymmQuant_4/mul/ReadVariableOp"; +"2176 maskrcnn/rpn/SymmQuant/mul/ReadVariableOp" -> "2177 maskrcnn/rpn/SymmQuant/mul"; +"2177 maskrcnn/rpn/SymmQuant/mul" -> "2180 maskrcnn/rpn/SymmQuant/FakeQuantWithMinMaxVars"; +"2178 maskrcnn/rpn/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "2179 maskrcnn/rpn/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"2178 maskrcnn/rpn/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "2192 maskrcnn/rpn/SymmQuant_1/FakeQuantWithMinMaxVars/ReadVariableOp"; +"2178 maskrcnn/rpn/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "2204 maskrcnn/rpn/SymmQuant_2/FakeQuantWithMinMaxVars/ReadVariableOp"; +"2178 maskrcnn/rpn/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "2216 maskrcnn/rpn/SymmQuant_3/FakeQuantWithMinMaxVars/ReadVariableOp"; +"2178 maskrcnn/rpn/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "2228 maskrcnn/rpn/SymmQuant_4/FakeQuantWithMinMaxVars/ReadVariableOp"; +"2179 maskrcnn/rpn/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2180 maskrcnn/rpn/SymmQuant/FakeQuantWithMinMaxVars"; +"2180 maskrcnn/rpn/SymmQuant/FakeQuantWithMinMaxVars" -> "2181 maskrcnn/rpn/Conv2D"; +"2181 maskrcnn/rpn/Conv2D" -> "2184 maskrcnn/rpn/BiasAdd"; +"2182 maskrcnn/rpn/BiasAdd/ReadVariableOp/resource" -> "2183 maskrcnn/rpn/BiasAdd/ReadVariableOp"; +"2182 maskrcnn/rpn/BiasAdd/ReadVariableOp/resource" -> "2195 maskrcnn/rpn/BiasAdd_1/ReadVariableOp"; +"2182 maskrcnn/rpn/BiasAdd/ReadVariableOp/resource" -> "2207 maskrcnn/rpn/BiasAdd_2/ReadVariableOp"; +"2182 maskrcnn/rpn/BiasAdd/ReadVariableOp/resource" -> "2219 maskrcnn/rpn/BiasAdd_3/ReadVariableOp"; +"2182 maskrcnn/rpn/BiasAdd/ReadVariableOp/resource" -> "2231 maskrcnn/rpn/BiasAdd_4/ReadVariableOp"; +"2183 maskrcnn/rpn/BiasAdd/ReadVariableOp" -> "2184 maskrcnn/rpn/BiasAdd"; +"2184 maskrcnn/rpn/BiasAdd" -> "2185 maskrcnn/rpn/Relu"; +"2185 maskrcnn/rpn/Relu" -> "2242 maskrcnn/rpn/fake_quantize_4/SymmQuant/FakeQuantWithMinMaxVars"; +"2186 maskrcnn/rpn/SymmQuant_1/Abs/ReadVariableOp" -> "2187 maskrcnn/rpn/SymmQuant_1/Abs"; +"2187 maskrcnn/rpn/SymmQuant_1/Abs" -> "2189 maskrcnn/rpn/SymmQuant_1/add"; +"2188 maskrcnn/rpn/SymmQuant_1/add/y" -> "2189 maskrcnn/rpn/SymmQuant_1/add"; +"2189 maskrcnn/rpn/SymmQuant_1/add" -> "2191 maskrcnn/rpn/SymmQuant_1/mul"; +"2189 maskrcnn/rpn/SymmQuant_1/add" -> "2193 maskrcnn/rpn/SymmQuant_1/FakeQuantWithMinMaxVars"; +"2190 maskrcnn/rpn/SymmQuant_1/mul/ReadVariableOp" -> "2191 maskrcnn/rpn/SymmQuant_1/mul"; +"2191 maskrcnn/rpn/SymmQuant_1/mul" -> "2193 maskrcnn/rpn/SymmQuant_1/FakeQuantWithMinMaxVars"; +"2192 maskrcnn/rpn/SymmQuant_1/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2193 maskrcnn/rpn/SymmQuant_1/FakeQuantWithMinMaxVars"; +"2193 maskrcnn/rpn/SymmQuant_1/FakeQuantWithMinMaxVars" -> "2194 maskrcnn/rpn/Conv2D_1"; +"2194 maskrcnn/rpn/Conv2D_1" -> "2196 maskrcnn/rpn/BiasAdd_1"; +"2195 maskrcnn/rpn/BiasAdd_1/ReadVariableOp" -> "2196 maskrcnn/rpn/BiasAdd_1"; +"2196 maskrcnn/rpn/BiasAdd_1" -> "2197 maskrcnn/rpn/Relu_1"; +"2197 maskrcnn/rpn/Relu_1" -> "2251 maskrcnn/rpn/fake_quantize_3/SymmQuant/FakeQuantWithMinMaxVars"; +"2198 maskrcnn/rpn/SymmQuant_2/Abs/ReadVariableOp" -> "2199 maskrcnn/rpn/SymmQuant_2/Abs"; +"2199 maskrcnn/rpn/SymmQuant_2/Abs" -> "2201 maskrcnn/rpn/SymmQuant_2/add"; +"2200 maskrcnn/rpn/SymmQuant_2/add/y" -> "2201 maskrcnn/rpn/SymmQuant_2/add"; +"2201 maskrcnn/rpn/SymmQuant_2/add" -> "2203 maskrcnn/rpn/SymmQuant_2/mul"; +"2201 maskrcnn/rpn/SymmQuant_2/add" -> "2205 maskrcnn/rpn/SymmQuant_2/FakeQuantWithMinMaxVars"; +"2202 maskrcnn/rpn/SymmQuant_2/mul/ReadVariableOp" -> "2203 maskrcnn/rpn/SymmQuant_2/mul"; +"2203 maskrcnn/rpn/SymmQuant_2/mul" -> "2205 maskrcnn/rpn/SymmQuant_2/FakeQuantWithMinMaxVars"; +"2204 maskrcnn/rpn/SymmQuant_2/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2205 maskrcnn/rpn/SymmQuant_2/FakeQuantWithMinMaxVars"; +"2205 maskrcnn/rpn/SymmQuant_2/FakeQuantWithMinMaxVars" -> "2206 maskrcnn/rpn/Conv2D_2"; +"2206 maskrcnn/rpn/Conv2D_2" -> "2208 maskrcnn/rpn/BiasAdd_2"; +"2207 maskrcnn/rpn/BiasAdd_2/ReadVariableOp" -> "2208 maskrcnn/rpn/BiasAdd_2"; +"2208 maskrcnn/rpn/BiasAdd_2" -> "2209 maskrcnn/rpn/Relu_2"; +"2209 maskrcnn/rpn/Relu_2" -> "2260 maskrcnn/rpn/fake_quantize_2/SymmQuant/FakeQuantWithMinMaxVars"; +"2210 maskrcnn/rpn/SymmQuant_3/Abs/ReadVariableOp" -> "2211 maskrcnn/rpn/SymmQuant_3/Abs"; +"2211 maskrcnn/rpn/SymmQuant_3/Abs" -> "2213 maskrcnn/rpn/SymmQuant_3/add"; +"2212 maskrcnn/rpn/SymmQuant_3/add/y" -> "2213 maskrcnn/rpn/SymmQuant_3/add"; +"2213 maskrcnn/rpn/SymmQuant_3/add" -> "2215 maskrcnn/rpn/SymmQuant_3/mul"; +"2213 maskrcnn/rpn/SymmQuant_3/add" -> "2217 maskrcnn/rpn/SymmQuant_3/FakeQuantWithMinMaxVars"; +"2214 maskrcnn/rpn/SymmQuant_3/mul/ReadVariableOp" -> "2215 maskrcnn/rpn/SymmQuant_3/mul"; +"2215 maskrcnn/rpn/SymmQuant_3/mul" -> "2217 maskrcnn/rpn/SymmQuant_3/FakeQuantWithMinMaxVars"; +"2216 maskrcnn/rpn/SymmQuant_3/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2217 maskrcnn/rpn/SymmQuant_3/FakeQuantWithMinMaxVars"; +"2217 maskrcnn/rpn/SymmQuant_3/FakeQuantWithMinMaxVars" -> "2218 maskrcnn/rpn/Conv2D_3"; +"2218 maskrcnn/rpn/Conv2D_3" -> "2220 maskrcnn/rpn/BiasAdd_3"; +"2219 maskrcnn/rpn/BiasAdd_3/ReadVariableOp" -> "2220 maskrcnn/rpn/BiasAdd_3"; +"2220 maskrcnn/rpn/BiasAdd_3" -> "2221 maskrcnn/rpn/Relu_3"; +"2221 maskrcnn/rpn/Relu_3" -> "2269 maskrcnn/rpn/fake_quantize_1/SymmQuant/FakeQuantWithMinMaxVars"; +"2222 maskrcnn/rpn/SymmQuant_4/Abs/ReadVariableOp" -> "2223 maskrcnn/rpn/SymmQuant_4/Abs"; +"2223 maskrcnn/rpn/SymmQuant_4/Abs" -> "2225 maskrcnn/rpn/SymmQuant_4/add"; +"2224 maskrcnn/rpn/SymmQuant_4/add/y" -> "2225 maskrcnn/rpn/SymmQuant_4/add"; +"2225 maskrcnn/rpn/SymmQuant_4/add" -> "2227 maskrcnn/rpn/SymmQuant_4/mul"; +"2225 maskrcnn/rpn/SymmQuant_4/add" -> "2229 maskrcnn/rpn/SymmQuant_4/FakeQuantWithMinMaxVars"; +"2226 maskrcnn/rpn/SymmQuant_4/mul/ReadVariableOp" -> "2227 maskrcnn/rpn/SymmQuant_4/mul"; +"2227 maskrcnn/rpn/SymmQuant_4/mul" -> "2229 maskrcnn/rpn/SymmQuant_4/FakeQuantWithMinMaxVars"; +"2228 maskrcnn/rpn/SymmQuant_4/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2229 maskrcnn/rpn/SymmQuant_4/FakeQuantWithMinMaxVars"; +"2229 maskrcnn/rpn/SymmQuant_4/FakeQuantWithMinMaxVars" -> "2230 maskrcnn/rpn/Conv2D_4"; +"2230 maskrcnn/rpn/Conv2D_4" -> "2232 maskrcnn/rpn/BiasAdd_4"; +"2231 maskrcnn/rpn/BiasAdd_4/ReadVariableOp" -> "2232 maskrcnn/rpn/BiasAdd_4"; +"2232 maskrcnn/rpn/BiasAdd_4" -> "2233 maskrcnn/rpn/Relu_4"; +"2233 maskrcnn/rpn/Relu_4" -> "2278 maskrcnn/rpn/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"2234 maskrcnn/rpn/fake_quantize_4/SymmQuant/Abs/ReadVariableOp/resource" -> "2235 maskrcnn/rpn/fake_quantize_4/SymmQuant/Abs/ReadVariableOp"; +"2235 maskrcnn/rpn/fake_quantize_4/SymmQuant/Abs/ReadVariableOp" -> "2236 maskrcnn/rpn/fake_quantize_4/SymmQuant/Abs"; +"2236 maskrcnn/rpn/fake_quantize_4/SymmQuant/Abs" -> "2238 maskrcnn/rpn/fake_quantize_4/SymmQuant/add"; +"2237 maskrcnn/rpn/fake_quantize_4/SymmQuant/add/y" -> "2238 maskrcnn/rpn/fake_quantize_4/SymmQuant/add"; +"2238 maskrcnn/rpn/fake_quantize_4/SymmQuant/add" -> "2241 maskrcnn/rpn/fake_quantize_4/SymmQuant/mul"; +"2238 maskrcnn/rpn/fake_quantize_4/SymmQuant/add" -> "2242 maskrcnn/rpn/fake_quantize_4/SymmQuant/FakeQuantWithMinMaxVars"; +"2239 maskrcnn/rpn/fake_quantize_4/SymmQuant/mul/ReadVariableOp/resource" -> "2240 maskrcnn/rpn/fake_quantize_4/SymmQuant/mul/ReadVariableOp"; +"2240 maskrcnn/rpn/fake_quantize_4/SymmQuant/mul/ReadVariableOp" -> "2241 maskrcnn/rpn/fake_quantize_4/SymmQuant/mul"; +"2241 maskrcnn/rpn/fake_quantize_4/SymmQuant/mul" -> "2242 maskrcnn/rpn/fake_quantize_4/SymmQuant/FakeQuantWithMinMaxVars"; +"2242 maskrcnn/rpn/fake_quantize_4/SymmQuant/FakeQuantWithMinMaxVars" -> "2290 maskrcnn/rpn-box/Conv2D"; +"2242 maskrcnn/rpn/fake_quantize_4/SymmQuant/FakeQuantWithMinMaxVars" -> "3609 maskrcnn/rpn-class/Conv2D"; +"2243 maskrcnn/rpn/fake_quantize_3/SymmQuant/Abs/ReadVariableOp/resource" -> "2244 maskrcnn/rpn/fake_quantize_3/SymmQuant/Abs/ReadVariableOp"; +"2244 maskrcnn/rpn/fake_quantize_3/SymmQuant/Abs/ReadVariableOp" -> "2245 maskrcnn/rpn/fake_quantize_3/SymmQuant/Abs"; +"2245 maskrcnn/rpn/fake_quantize_3/SymmQuant/Abs" -> "2247 maskrcnn/rpn/fake_quantize_3/SymmQuant/add"; +"2246 maskrcnn/rpn/fake_quantize_3/SymmQuant/add/y" -> "2247 maskrcnn/rpn/fake_quantize_3/SymmQuant/add"; +"2247 maskrcnn/rpn/fake_quantize_3/SymmQuant/add" -> "2250 maskrcnn/rpn/fake_quantize_3/SymmQuant/mul"; +"2247 maskrcnn/rpn/fake_quantize_3/SymmQuant/add" -> "2251 maskrcnn/rpn/fake_quantize_3/SymmQuant/FakeQuantWithMinMaxVars"; +"2248 maskrcnn/rpn/fake_quantize_3/SymmQuant/mul/ReadVariableOp/resource" -> "2249 maskrcnn/rpn/fake_quantize_3/SymmQuant/mul/ReadVariableOp"; +"2249 maskrcnn/rpn/fake_quantize_3/SymmQuant/mul/ReadVariableOp" -> "2250 maskrcnn/rpn/fake_quantize_3/SymmQuant/mul"; +"2250 maskrcnn/rpn/fake_quantize_3/SymmQuant/mul" -> "2251 maskrcnn/rpn/fake_quantize_3/SymmQuant/FakeQuantWithMinMaxVars"; +"2251 maskrcnn/rpn/fake_quantize_3/SymmQuant/FakeQuantWithMinMaxVars" -> "2302 maskrcnn/rpn-box/Conv2D_1"; +"2251 maskrcnn/rpn/fake_quantize_3/SymmQuant/FakeQuantWithMinMaxVars" -> "3621 maskrcnn/rpn-class/Conv2D_1"; +"2252 maskrcnn/rpn/fake_quantize_2/SymmQuant/Abs/ReadVariableOp/resource" -> "2253 maskrcnn/rpn/fake_quantize_2/SymmQuant/Abs/ReadVariableOp"; +"2253 maskrcnn/rpn/fake_quantize_2/SymmQuant/Abs/ReadVariableOp" -> "2254 maskrcnn/rpn/fake_quantize_2/SymmQuant/Abs"; +"2254 maskrcnn/rpn/fake_quantize_2/SymmQuant/Abs" -> "2256 maskrcnn/rpn/fake_quantize_2/SymmQuant/add"; +"2255 maskrcnn/rpn/fake_quantize_2/SymmQuant/add/y" -> "2256 maskrcnn/rpn/fake_quantize_2/SymmQuant/add"; +"2256 maskrcnn/rpn/fake_quantize_2/SymmQuant/add" -> "2259 maskrcnn/rpn/fake_quantize_2/SymmQuant/mul"; +"2256 maskrcnn/rpn/fake_quantize_2/SymmQuant/add" -> "2260 maskrcnn/rpn/fake_quantize_2/SymmQuant/FakeQuantWithMinMaxVars"; +"2257 maskrcnn/rpn/fake_quantize_2/SymmQuant/mul/ReadVariableOp/resource" -> "2258 maskrcnn/rpn/fake_quantize_2/SymmQuant/mul/ReadVariableOp"; +"2258 maskrcnn/rpn/fake_quantize_2/SymmQuant/mul/ReadVariableOp" -> "2259 maskrcnn/rpn/fake_quantize_2/SymmQuant/mul"; +"2259 maskrcnn/rpn/fake_quantize_2/SymmQuant/mul" -> "2260 maskrcnn/rpn/fake_quantize_2/SymmQuant/FakeQuantWithMinMaxVars"; +"2260 maskrcnn/rpn/fake_quantize_2/SymmQuant/FakeQuantWithMinMaxVars" -> "2313 maskrcnn/rpn-box/Conv2D_2"; +"2260 maskrcnn/rpn/fake_quantize_2/SymmQuant/FakeQuantWithMinMaxVars" -> "3632 maskrcnn/rpn-class/Conv2D_2"; +"2261 maskrcnn/rpn/fake_quantize_1/SymmQuant/Abs/ReadVariableOp/resource" -> "2262 maskrcnn/rpn/fake_quantize_1/SymmQuant/Abs/ReadVariableOp"; +"2262 maskrcnn/rpn/fake_quantize_1/SymmQuant/Abs/ReadVariableOp" -> "2263 maskrcnn/rpn/fake_quantize_1/SymmQuant/Abs"; +"2263 maskrcnn/rpn/fake_quantize_1/SymmQuant/Abs" -> "2265 maskrcnn/rpn/fake_quantize_1/SymmQuant/add"; +"2264 maskrcnn/rpn/fake_quantize_1/SymmQuant/add/y" -> "2265 maskrcnn/rpn/fake_quantize_1/SymmQuant/add"; +"2265 maskrcnn/rpn/fake_quantize_1/SymmQuant/add" -> "2268 maskrcnn/rpn/fake_quantize_1/SymmQuant/mul"; +"2265 maskrcnn/rpn/fake_quantize_1/SymmQuant/add" -> "2269 maskrcnn/rpn/fake_quantize_1/SymmQuant/FakeQuantWithMinMaxVars"; +"2266 maskrcnn/rpn/fake_quantize_1/SymmQuant/mul/ReadVariableOp/resource" -> "2267 maskrcnn/rpn/fake_quantize_1/SymmQuant/mul/ReadVariableOp"; +"2267 maskrcnn/rpn/fake_quantize_1/SymmQuant/mul/ReadVariableOp" -> "2268 maskrcnn/rpn/fake_quantize_1/SymmQuant/mul"; +"2268 maskrcnn/rpn/fake_quantize_1/SymmQuant/mul" -> "2269 maskrcnn/rpn/fake_quantize_1/SymmQuant/FakeQuantWithMinMaxVars"; +"2269 maskrcnn/rpn/fake_quantize_1/SymmQuant/FakeQuantWithMinMaxVars" -> "2324 maskrcnn/rpn-box/Conv2D_3"; +"2269 maskrcnn/rpn/fake_quantize_1/SymmQuant/FakeQuantWithMinMaxVars" -> "3643 maskrcnn/rpn-class/Conv2D_3"; +"2270 maskrcnn/rpn/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "2271 maskrcnn/rpn/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"2271 maskrcnn/rpn/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "2272 maskrcnn/rpn/fake_quantize/SymmQuant/Abs"; +"2272 maskrcnn/rpn/fake_quantize/SymmQuant/Abs" -> "2274 maskrcnn/rpn/fake_quantize/SymmQuant/add"; +"2273 maskrcnn/rpn/fake_quantize/SymmQuant/add/y" -> "2274 maskrcnn/rpn/fake_quantize/SymmQuant/add"; +"2274 maskrcnn/rpn/fake_quantize/SymmQuant/add" -> "2277 maskrcnn/rpn/fake_quantize/SymmQuant/mul"; +"2274 maskrcnn/rpn/fake_quantize/SymmQuant/add" -> "2278 maskrcnn/rpn/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"2275 maskrcnn/rpn/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "2276 maskrcnn/rpn/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"2276 maskrcnn/rpn/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "2277 maskrcnn/rpn/fake_quantize/SymmQuant/mul"; +"2277 maskrcnn/rpn/fake_quantize/SymmQuant/mul" -> "2278 maskrcnn/rpn/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"2278 maskrcnn/rpn/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "2335 maskrcnn/rpn-box/Conv2D_4"; +"2278 maskrcnn/rpn/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "3654 maskrcnn/rpn-class/Conv2D_4"; +"2279 maskrcnn/rpn-box/SymmQuant/Abs/ReadVariableOp/resource" -> "2280 maskrcnn/rpn-box/SymmQuant/Abs/ReadVariableOp"; +"2279 maskrcnn/rpn-box/SymmQuant/Abs/ReadVariableOp/resource" -> "2294 maskrcnn/rpn-box/SymmQuant_1/Abs/ReadVariableOp"; +"2279 maskrcnn/rpn-box/SymmQuant/Abs/ReadVariableOp/resource" -> "2305 maskrcnn/rpn-box/SymmQuant_2/Abs/ReadVariableOp"; +"2279 maskrcnn/rpn-box/SymmQuant/Abs/ReadVariableOp/resource" -> "2316 maskrcnn/rpn-box/SymmQuant_3/Abs/ReadVariableOp"; +"2279 maskrcnn/rpn-box/SymmQuant/Abs/ReadVariableOp/resource" -> "2327 maskrcnn/rpn-box/SymmQuant_4/Abs/ReadVariableOp"; +"2280 maskrcnn/rpn-box/SymmQuant/Abs/ReadVariableOp" -> "2281 maskrcnn/rpn-box/SymmQuant/Abs"; +"2281 maskrcnn/rpn-box/SymmQuant/Abs" -> "2283 maskrcnn/rpn-box/SymmQuant/add"; +"2282 maskrcnn/rpn-box/SymmQuant/add/y" -> "2283 maskrcnn/rpn-box/SymmQuant/add"; +"2283 maskrcnn/rpn-box/SymmQuant/add" -> "2286 maskrcnn/rpn-box/SymmQuant/mul"; +"2283 maskrcnn/rpn-box/SymmQuant/add" -> "2289 maskrcnn/rpn-box/SymmQuant/FakeQuantWithMinMaxVars"; +"2284 maskrcnn/rpn-box/SymmQuant/mul/ReadVariableOp/resource" -> "2285 maskrcnn/rpn-box/SymmQuant/mul/ReadVariableOp"; +"2284 maskrcnn/rpn-box/SymmQuant/mul/ReadVariableOp/resource" -> "2298 maskrcnn/rpn-box/SymmQuant_1/mul/ReadVariableOp"; +"2284 maskrcnn/rpn-box/SymmQuant/mul/ReadVariableOp/resource" -> "2309 maskrcnn/rpn-box/SymmQuant_2/mul/ReadVariableOp"; +"2284 maskrcnn/rpn-box/SymmQuant/mul/ReadVariableOp/resource" -> "2320 maskrcnn/rpn-box/SymmQuant_3/mul/ReadVariableOp"; +"2284 maskrcnn/rpn-box/SymmQuant/mul/ReadVariableOp/resource" -> "2331 maskrcnn/rpn-box/SymmQuant_4/mul/ReadVariableOp"; +"2285 maskrcnn/rpn-box/SymmQuant/mul/ReadVariableOp" -> "2286 maskrcnn/rpn-box/SymmQuant/mul"; +"2286 maskrcnn/rpn-box/SymmQuant/mul" -> "2289 maskrcnn/rpn-box/SymmQuant/FakeQuantWithMinMaxVars"; +"2287 maskrcnn/rpn-box/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "2288 maskrcnn/rpn-box/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"2287 maskrcnn/rpn-box/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "2300 maskrcnn/rpn-box/SymmQuant_1/FakeQuantWithMinMaxVars/ReadVariableOp"; +"2287 maskrcnn/rpn-box/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "2311 maskrcnn/rpn-box/SymmQuant_2/FakeQuantWithMinMaxVars/ReadVariableOp"; +"2287 maskrcnn/rpn-box/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "2322 maskrcnn/rpn-box/SymmQuant_3/FakeQuantWithMinMaxVars/ReadVariableOp"; +"2287 maskrcnn/rpn-box/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "2333 maskrcnn/rpn-box/SymmQuant_4/FakeQuantWithMinMaxVars/ReadVariableOp"; +"2288 maskrcnn/rpn-box/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2289 maskrcnn/rpn-box/SymmQuant/FakeQuantWithMinMaxVars"; +"2289 maskrcnn/rpn-box/SymmQuant/FakeQuantWithMinMaxVars" -> "2290 maskrcnn/rpn-box/Conv2D"; +"2290 maskrcnn/rpn-box/Conv2D" -> "2293 maskrcnn/rpn-box/BiasAdd"; +"2291 maskrcnn/rpn-box/BiasAdd/ReadVariableOp/resource" -> "2292 maskrcnn/rpn-box/BiasAdd/ReadVariableOp"; +"2291 maskrcnn/rpn-box/BiasAdd/ReadVariableOp/resource" -> "2303 maskrcnn/rpn-box/BiasAdd_1/ReadVariableOp"; +"2291 maskrcnn/rpn-box/BiasAdd/ReadVariableOp/resource" -> "2314 maskrcnn/rpn-box/BiasAdd_2/ReadVariableOp"; +"2291 maskrcnn/rpn-box/BiasAdd/ReadVariableOp/resource" -> "2325 maskrcnn/rpn-box/BiasAdd_3/ReadVariableOp"; +"2291 maskrcnn/rpn-box/BiasAdd/ReadVariableOp/resource" -> "2336 maskrcnn/rpn-box/BiasAdd_4/ReadVariableOp"; +"2292 maskrcnn/rpn-box/BiasAdd/ReadVariableOp" -> "2293 maskrcnn/rpn-box/BiasAdd"; +"2293 maskrcnn/rpn-box/BiasAdd" -> "2346 maskrcnn/tf.reshape_9/fake_quantize_I0/SymmQuant/FakeQuantWithMinMaxVars"; +"2293 maskrcnn/rpn-box/BiasAdd" -> "19990 Identity_11"; +"2294 maskrcnn/rpn-box/SymmQuant_1/Abs/ReadVariableOp" -> "2295 maskrcnn/rpn-box/SymmQuant_1/Abs"; +"2295 maskrcnn/rpn-box/SymmQuant_1/Abs" -> "2297 maskrcnn/rpn-box/SymmQuant_1/add"; +"2296 maskrcnn/rpn-box/SymmQuant_1/add/y" -> "2297 maskrcnn/rpn-box/SymmQuant_1/add"; +"2297 maskrcnn/rpn-box/SymmQuant_1/add" -> "2299 maskrcnn/rpn-box/SymmQuant_1/mul"; +"2297 maskrcnn/rpn-box/SymmQuant_1/add" -> "2301 maskrcnn/rpn-box/SymmQuant_1/FakeQuantWithMinMaxVars"; +"2298 maskrcnn/rpn-box/SymmQuant_1/mul/ReadVariableOp" -> "2299 maskrcnn/rpn-box/SymmQuant_1/mul"; +"2299 maskrcnn/rpn-box/SymmQuant_1/mul" -> "2301 maskrcnn/rpn-box/SymmQuant_1/FakeQuantWithMinMaxVars"; +"2300 maskrcnn/rpn-box/SymmQuant_1/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2301 maskrcnn/rpn-box/SymmQuant_1/FakeQuantWithMinMaxVars"; +"2301 maskrcnn/rpn-box/SymmQuant_1/FakeQuantWithMinMaxVars" -> "2302 maskrcnn/rpn-box/Conv2D_1"; +"2302 maskrcnn/rpn-box/Conv2D_1" -> "2304 maskrcnn/rpn-box/BiasAdd_1"; +"2303 maskrcnn/rpn-box/BiasAdd_1/ReadVariableOp" -> "2304 maskrcnn/rpn-box/BiasAdd_1"; +"2304 maskrcnn/rpn-box/BiasAdd_1" -> "2355 maskrcnn/tf.reshape_7/fake_quantize_I0/SymmQuant/FakeQuantWithMinMaxVars"; +"2304 maskrcnn/rpn-box/BiasAdd_1" -> "19989 Identity_10"; +"2305 maskrcnn/rpn-box/SymmQuant_2/Abs/ReadVariableOp" -> "2306 maskrcnn/rpn-box/SymmQuant_2/Abs"; +"2306 maskrcnn/rpn-box/SymmQuant_2/Abs" -> "2308 maskrcnn/rpn-box/SymmQuant_2/add"; +"2307 maskrcnn/rpn-box/SymmQuant_2/add/y" -> "2308 maskrcnn/rpn-box/SymmQuant_2/add"; +"2308 maskrcnn/rpn-box/SymmQuant_2/add" -> "2310 maskrcnn/rpn-box/SymmQuant_2/mul"; +"2308 maskrcnn/rpn-box/SymmQuant_2/add" -> "2312 maskrcnn/rpn-box/SymmQuant_2/FakeQuantWithMinMaxVars"; +"2309 maskrcnn/rpn-box/SymmQuant_2/mul/ReadVariableOp" -> "2310 maskrcnn/rpn-box/SymmQuant_2/mul"; +"2310 maskrcnn/rpn-box/SymmQuant_2/mul" -> "2312 maskrcnn/rpn-box/SymmQuant_2/FakeQuantWithMinMaxVars"; +"2311 maskrcnn/rpn-box/SymmQuant_2/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2312 maskrcnn/rpn-box/SymmQuant_2/FakeQuantWithMinMaxVars"; +"2312 maskrcnn/rpn-box/SymmQuant_2/FakeQuantWithMinMaxVars" -> "2313 maskrcnn/rpn-box/Conv2D_2"; +"2313 maskrcnn/rpn-box/Conv2D_2" -> "2315 maskrcnn/rpn-box/BiasAdd_2"; +"2314 maskrcnn/rpn-box/BiasAdd_2/ReadVariableOp" -> "2315 maskrcnn/rpn-box/BiasAdd_2"; +"2315 maskrcnn/rpn-box/BiasAdd_2" -> "2364 maskrcnn/tf.reshape_5/fake_quantize_I0/SymmQuant/FakeQuantWithMinMaxVars"; +"2315 maskrcnn/rpn-box/BiasAdd_2" -> "19988 Identity_9"; +"2316 maskrcnn/rpn-box/SymmQuant_3/Abs/ReadVariableOp" -> "2317 maskrcnn/rpn-box/SymmQuant_3/Abs"; +"2317 maskrcnn/rpn-box/SymmQuant_3/Abs" -> "2319 maskrcnn/rpn-box/SymmQuant_3/add"; +"2318 maskrcnn/rpn-box/SymmQuant_3/add/y" -> "2319 maskrcnn/rpn-box/SymmQuant_3/add"; +"2319 maskrcnn/rpn-box/SymmQuant_3/add" -> "2321 maskrcnn/rpn-box/SymmQuant_3/mul"; +"2319 maskrcnn/rpn-box/SymmQuant_3/add" -> "2323 maskrcnn/rpn-box/SymmQuant_3/FakeQuantWithMinMaxVars"; +"2320 maskrcnn/rpn-box/SymmQuant_3/mul/ReadVariableOp" -> "2321 maskrcnn/rpn-box/SymmQuant_3/mul"; +"2321 maskrcnn/rpn-box/SymmQuant_3/mul" -> "2323 maskrcnn/rpn-box/SymmQuant_3/FakeQuantWithMinMaxVars"; +"2322 maskrcnn/rpn-box/SymmQuant_3/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2323 maskrcnn/rpn-box/SymmQuant_3/FakeQuantWithMinMaxVars"; +"2323 maskrcnn/rpn-box/SymmQuant_3/FakeQuantWithMinMaxVars" -> "2324 maskrcnn/rpn-box/Conv2D_3"; +"2324 maskrcnn/rpn-box/Conv2D_3" -> "2326 maskrcnn/rpn-box/BiasAdd_3"; +"2325 maskrcnn/rpn-box/BiasAdd_3/ReadVariableOp" -> "2326 maskrcnn/rpn-box/BiasAdd_3"; +"2326 maskrcnn/rpn-box/BiasAdd_3" -> "2373 maskrcnn/tf.reshape_3/fake_quantize_I0/SymmQuant/FakeQuantWithMinMaxVars"; +"2326 maskrcnn/rpn-box/BiasAdd_3" -> "19987 Identity_8"; +"2327 maskrcnn/rpn-box/SymmQuant_4/Abs/ReadVariableOp" -> "2328 maskrcnn/rpn-box/SymmQuant_4/Abs"; +"2328 maskrcnn/rpn-box/SymmQuant_4/Abs" -> "2330 maskrcnn/rpn-box/SymmQuant_4/add"; +"2329 maskrcnn/rpn-box/SymmQuant_4/add/y" -> "2330 maskrcnn/rpn-box/SymmQuant_4/add"; +"2330 maskrcnn/rpn-box/SymmQuant_4/add" -> "2332 maskrcnn/rpn-box/SymmQuant_4/mul"; +"2330 maskrcnn/rpn-box/SymmQuant_4/add" -> "2334 maskrcnn/rpn-box/SymmQuant_4/FakeQuantWithMinMaxVars"; +"2331 maskrcnn/rpn-box/SymmQuant_4/mul/ReadVariableOp" -> "2332 maskrcnn/rpn-box/SymmQuant_4/mul"; +"2332 maskrcnn/rpn-box/SymmQuant_4/mul" -> "2334 maskrcnn/rpn-box/SymmQuant_4/FakeQuantWithMinMaxVars"; +"2333 maskrcnn/rpn-box/SymmQuant_4/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2334 maskrcnn/rpn-box/SymmQuant_4/FakeQuantWithMinMaxVars"; +"2334 maskrcnn/rpn-box/SymmQuant_4/FakeQuantWithMinMaxVars" -> "2335 maskrcnn/rpn-box/Conv2D_4"; +"2335 maskrcnn/rpn-box/Conv2D_4" -> "2337 maskrcnn/rpn-box/BiasAdd_4"; +"2336 maskrcnn/rpn-box/BiasAdd_4/ReadVariableOp" -> "2337 maskrcnn/rpn-box/BiasAdd_4"; +"2337 maskrcnn/rpn-box/BiasAdd_4" -> 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maskrcnn/tf.math.multiply_19/fake_quantize/SymmQuant/mul"; +"2694 maskrcnn/tf.math.multiply_19/fake_quantize/SymmQuant/mul" -> "2695 maskrcnn/tf.math.multiply_19/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"2695 maskrcnn/tf.math.multiply_19/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "2824 maskrcnn/tf.__operators__.add_32/AddV2"; +"2696 maskrcnn/tf.math.multiply_18/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "2697 maskrcnn/tf.math.multiply_18/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"2697 maskrcnn/tf.math.multiply_18/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "2698 maskrcnn/tf.math.multiply_18/fake_quantize/SymmQuant/Abs"; +"2698 maskrcnn/tf.math.multiply_18/fake_quantize/SymmQuant/Abs" -> "2700 maskrcnn/tf.math.multiply_18/fake_quantize/SymmQuant/add"; +"2699 maskrcnn/tf.math.multiply_18/fake_quantize/SymmQuant/add/y" -> "2700 maskrcnn/tf.math.multiply_18/fake_quantize/SymmQuant/add"; +"2700 maskrcnn/tf.math.multiply_18/fake_quantize/SymmQuant/add" -> "2703 maskrcnn/tf.math.multiply_18/fake_quantize/SymmQuant/mul"; +"2700 maskrcnn/tf.math.multiply_18/fake_quantize/SymmQuant/add" -> "2704 maskrcnn/tf.math.multiply_18/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"2701 maskrcnn/tf.math.multiply_18/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "2702 maskrcnn/tf.math.multiply_18/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"2702 maskrcnn/tf.math.multiply_18/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "2703 maskrcnn/tf.math.multiply_18/fake_quantize/SymmQuant/mul"; +"2703 maskrcnn/tf.math.multiply_18/fake_quantize/SymmQuant/mul" -> "2704 maskrcnn/tf.math.multiply_18/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"2704 maskrcnn/tf.math.multiply_18/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "2828 maskrcnn/tf.__operators__.add_31/AddV2"; +"2705 maskrcnn/tf.math.multiply_15/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "2706 maskrcnn/tf.math.multiply_15/fake_quantize/SymmQuant/Abs/ReadVariableOp"; 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maskrcnn/tf.math.multiply_15/fake_quantize/SymmQuant/mul"; +"2712 maskrcnn/tf.math.multiply_15/fake_quantize/SymmQuant/mul" -> "2713 maskrcnn/tf.math.multiply_15/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"2713 maskrcnn/tf.math.multiply_15/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "2830 maskrcnn/tf.math.multiply_17/Mul"; +"2713 maskrcnn/tf.math.multiply_15/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "3152 maskrcnn/tf.__operators__.add_30/AddV2"; +"2714 maskrcnn/tf.math.multiply_14/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "2715 maskrcnn/tf.math.multiply_14/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"2715 maskrcnn/tf.math.multiply_14/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "2716 maskrcnn/tf.math.multiply_14/fake_quantize/SymmQuant/Abs"; +"2716 maskrcnn/tf.math.multiply_14/fake_quantize/SymmQuant/Abs" -> "2718 maskrcnn/tf.math.multiply_14/fake_quantize/SymmQuant/add"; +"2717 maskrcnn/tf.math.multiply_14/fake_quantize/SymmQuant/add/y" -> "2718 maskrcnn/tf.math.multiply_14/fake_quantize/SymmQuant/add"; +"2718 maskrcnn/tf.math.multiply_14/fake_quantize/SymmQuant/add" -> "2721 maskrcnn/tf.math.multiply_14/fake_quantize/SymmQuant/mul"; +"2718 maskrcnn/tf.math.multiply_14/fake_quantize/SymmQuant/add" -> "2722 maskrcnn/tf.math.multiply_14/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"2719 maskrcnn/tf.math.multiply_14/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "2720 maskrcnn/tf.math.multiply_14/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"2720 maskrcnn/tf.math.multiply_14/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "2721 maskrcnn/tf.math.multiply_14/fake_quantize/SymmQuant/mul"; +"2721 maskrcnn/tf.math.multiply_14/fake_quantize/SymmQuant/mul" -> "2722 maskrcnn/tf.math.multiply_14/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"2722 maskrcnn/tf.math.multiply_14/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "2834 maskrcnn/tf.math.multiply_16/Mul"; +"2722 maskrcnn/tf.math.multiply_14/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "3153 maskrcnn/tf.__operators__.add_29/AddV2"; +"2723 maskrcnn/tf.math.multiply_13/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "2724 maskrcnn/tf.math.multiply_13/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"2724 maskrcnn/tf.math.multiply_13/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "2725 maskrcnn/tf.math.multiply_13/fake_quantize/SymmQuant/Abs"; +"2725 maskrcnn/tf.math.multiply_13/fake_quantize/SymmQuant/Abs" -> "2727 maskrcnn/tf.math.multiply_13/fake_quantize/SymmQuant/add"; +"2726 maskrcnn/tf.math.multiply_13/fake_quantize/SymmQuant/add/y" -> "2727 maskrcnn/tf.math.multiply_13/fake_quantize/SymmQuant/add"; +"2727 maskrcnn/tf.math.multiply_13/fake_quantize/SymmQuant/add" -> "2730 maskrcnn/tf.math.multiply_13/fake_quantize/SymmQuant/mul"; +"2727 maskrcnn/tf.math.multiply_13/fake_quantize/SymmQuant/add" -> "2731 maskrcnn/tf.math.multiply_13/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"2728 maskrcnn/tf.math.multiply_13/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "2729 maskrcnn/tf.math.multiply_13/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"2729 maskrcnn/tf.math.multiply_13/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "2730 maskrcnn/tf.math.multiply_13/fake_quantize/SymmQuant/mul"; +"2730 maskrcnn/tf.math.multiply_13/fake_quantize/SymmQuant/mul" -> "2731 maskrcnn/tf.math.multiply_13/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"2731 maskrcnn/tf.math.multiply_13/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "2832 maskrcnn/tf.__operators__.add_28/AddV2"; +"2732 maskrcnn/tf.math.multiply_12/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "2733 maskrcnn/tf.math.multiply_12/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"2733 maskrcnn/tf.math.multiply_12/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "2734 maskrcnn/tf.math.multiply_12/fake_quantize/SymmQuant/Abs"; +"2734 maskrcnn/tf.math.multiply_12/fake_quantize/SymmQuant/Abs" -> "2736 maskrcnn/tf.math.multiply_12/fake_quantize/SymmQuant/add"; +"2735 maskrcnn/tf.math.multiply_12/fake_quantize/SymmQuant/add/y" -> "2736 maskrcnn/tf.math.multiply_12/fake_quantize/SymmQuant/add"; +"2736 maskrcnn/tf.math.multiply_12/fake_quantize/SymmQuant/add" -> "2739 maskrcnn/tf.math.multiply_12/fake_quantize/SymmQuant/mul"; +"2736 maskrcnn/tf.math.multiply_12/fake_quantize/SymmQuant/add" -> "2740 maskrcnn/tf.math.multiply_12/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"2737 maskrcnn/tf.math.multiply_12/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "2738 maskrcnn/tf.math.multiply_12/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"2738 maskrcnn/tf.math.multiply_12/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "2739 maskrcnn/tf.math.multiply_12/fake_quantize/SymmQuant/mul"; +"2739 maskrcnn/tf.math.multiply_12/fake_quantize/SymmQuant/mul" -> "2740 maskrcnn/tf.math.multiply_12/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"2740 maskrcnn/tf.math.multiply_12/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "2836 maskrcnn/tf.__operators__.add_27/AddV2"; +"2741 maskrcnn/tf.math.multiply_9/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "2742 maskrcnn/tf.math.multiply_9/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"2742 maskrcnn/tf.math.multiply_9/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "2743 maskrcnn/tf.math.multiply_9/fake_quantize/SymmQuant/Abs"; +"2743 maskrcnn/tf.math.multiply_9/fake_quantize/SymmQuant/Abs" -> "2745 maskrcnn/tf.math.multiply_9/fake_quantize/SymmQuant/add"; +"2744 maskrcnn/tf.math.multiply_9/fake_quantize/SymmQuant/add/y" -> "2745 maskrcnn/tf.math.multiply_9/fake_quantize/SymmQuant/add"; +"2745 maskrcnn/tf.math.multiply_9/fake_quantize/SymmQuant/add" -> "2748 maskrcnn/tf.math.multiply_9/fake_quantize/SymmQuant/mul"; +"2745 maskrcnn/tf.math.multiply_9/fake_quantize/SymmQuant/add" -> "2749 maskrcnn/tf.math.multiply_9/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"2746 maskrcnn/tf.math.multiply_9/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "2747 maskrcnn/tf.math.multiply_9/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"2747 maskrcnn/tf.math.multiply_9/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "2748 maskrcnn/tf.math.multiply_9/fake_quantize/SymmQuant/mul"; +"2748 maskrcnn/tf.math.multiply_9/fake_quantize/SymmQuant/mul" -> "2749 maskrcnn/tf.math.multiply_9/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"2749 maskrcnn/tf.math.multiply_9/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "2838 maskrcnn/tf.math.multiply_11/Mul"; +"2749 maskrcnn/tf.math.multiply_9/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "3154 maskrcnn/tf.__operators__.add_26/AddV2"; +"2750 maskrcnn/tf.math.multiply_8/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "2751 maskrcnn/tf.math.multiply_8/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"2751 maskrcnn/tf.math.multiply_8/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "2752 maskrcnn/tf.math.multiply_8/fake_quantize/SymmQuant/Abs"; +"2752 maskrcnn/tf.math.multiply_8/fake_quantize/SymmQuant/Abs" -> "2754 maskrcnn/tf.math.multiply_8/fake_quantize/SymmQuant/add"; +"2753 maskrcnn/tf.math.multiply_8/fake_quantize/SymmQuant/add/y" -> "2754 maskrcnn/tf.math.multiply_8/fake_quantize/SymmQuant/add"; +"2754 maskrcnn/tf.math.multiply_8/fake_quantize/SymmQuant/add" -> "2757 maskrcnn/tf.math.multiply_8/fake_quantize/SymmQuant/mul"; +"2754 maskrcnn/tf.math.multiply_8/fake_quantize/SymmQuant/add" -> "2758 maskrcnn/tf.math.multiply_8/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"2755 maskrcnn/tf.math.multiply_8/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "2756 maskrcnn/tf.math.multiply_8/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"2756 maskrcnn/tf.math.multiply_8/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "2757 maskrcnn/tf.math.multiply_8/fake_quantize/SymmQuant/mul"; +"2757 maskrcnn/tf.math.multiply_8/fake_quantize/SymmQuant/mul" -> "2758 maskrcnn/tf.math.multiply_8/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"2758 maskrcnn/tf.math.multiply_8/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "2842 maskrcnn/tf.math.multiply_10/Mul"; +"2758 maskrcnn/tf.math.multiply_8/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "3155 maskrcnn/tf.__operators__.add_25/AddV2"; +"2759 maskrcnn/tf.math.multiply_7/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "2760 maskrcnn/tf.math.multiply_7/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"2760 maskrcnn/tf.math.multiply_7/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "2761 maskrcnn/tf.math.multiply_7/fake_quantize/SymmQuant/Abs"; +"2761 maskrcnn/tf.math.multiply_7/fake_quantize/SymmQuant/Abs" -> "2763 maskrcnn/tf.math.multiply_7/fake_quantize/SymmQuant/add"; +"2762 maskrcnn/tf.math.multiply_7/fake_quantize/SymmQuant/add/y" -> "2763 maskrcnn/tf.math.multiply_7/fake_quantize/SymmQuant/add"; +"2763 maskrcnn/tf.math.multiply_7/fake_quantize/SymmQuant/add" -> "2766 maskrcnn/tf.math.multiply_7/fake_quantize/SymmQuant/mul"; +"2763 maskrcnn/tf.math.multiply_7/fake_quantize/SymmQuant/add" -> "2767 maskrcnn/tf.math.multiply_7/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"2764 maskrcnn/tf.math.multiply_7/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "2765 maskrcnn/tf.math.multiply_7/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"2765 maskrcnn/tf.math.multiply_7/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "2766 maskrcnn/tf.math.multiply_7/fake_quantize/SymmQuant/mul"; +"2766 maskrcnn/tf.math.multiply_7/fake_quantize/SymmQuant/mul" -> "2767 maskrcnn/tf.math.multiply_7/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"2767 maskrcnn/tf.math.multiply_7/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "2840 maskrcnn/tf.__operators__.add_24/AddV2"; +"2768 maskrcnn/tf.math.multiply_6/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "2769 maskrcnn/tf.math.multiply_6/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"2769 maskrcnn/tf.math.multiply_6/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "2770 maskrcnn/tf.math.multiply_6/fake_quantize/SymmQuant/Abs"; +"2770 maskrcnn/tf.math.multiply_6/fake_quantize/SymmQuant/Abs" -> "2772 maskrcnn/tf.math.multiply_6/fake_quantize/SymmQuant/add"; +"2771 maskrcnn/tf.math.multiply_6/fake_quantize/SymmQuant/add/y" -> "2772 maskrcnn/tf.math.multiply_6/fake_quantize/SymmQuant/add"; +"2772 maskrcnn/tf.math.multiply_6/fake_quantize/SymmQuant/add" -> "2775 maskrcnn/tf.math.multiply_6/fake_quantize/SymmQuant/mul"; +"2772 maskrcnn/tf.math.multiply_6/fake_quantize/SymmQuant/add" -> "2776 maskrcnn/tf.math.multiply_6/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"2773 maskrcnn/tf.math.multiply_6/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "2774 maskrcnn/tf.math.multiply_6/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"2774 maskrcnn/tf.math.multiply_6/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "2775 maskrcnn/tf.math.multiply_6/fake_quantize/SymmQuant/mul"; +"2775 maskrcnn/tf.math.multiply_6/fake_quantize/SymmQuant/mul" -> "2776 maskrcnn/tf.math.multiply_6/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"2776 maskrcnn/tf.math.multiply_6/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "2844 maskrcnn/tf.__operators__.add_23/AddV2"; +"2777 maskrcnn/tf.math.multiply_3/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "2778 maskrcnn/tf.math.multiply_3/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"2778 maskrcnn/tf.math.multiply_3/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "2779 maskrcnn/tf.math.multiply_3/fake_quantize/SymmQuant/Abs"; +"2779 maskrcnn/tf.math.multiply_3/fake_quantize/SymmQuant/Abs" -> "2781 maskrcnn/tf.math.multiply_3/fake_quantize/SymmQuant/add"; +"2780 maskrcnn/tf.math.multiply_3/fake_quantize/SymmQuant/add/y" -> "2781 maskrcnn/tf.math.multiply_3/fake_quantize/SymmQuant/add"; +"2781 maskrcnn/tf.math.multiply_3/fake_quantize/SymmQuant/add" -> "2784 maskrcnn/tf.math.multiply_3/fake_quantize/SymmQuant/mul"; +"2781 maskrcnn/tf.math.multiply_3/fake_quantize/SymmQuant/add" -> "2785 maskrcnn/tf.math.multiply_3/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"2782 maskrcnn/tf.math.multiply_3/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "2783 maskrcnn/tf.math.multiply_3/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"2783 maskrcnn/tf.math.multiply_3/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "2784 maskrcnn/tf.math.multiply_3/fake_quantize/SymmQuant/mul"; +"2784 maskrcnn/tf.math.multiply_3/fake_quantize/SymmQuant/mul" -> "2785 maskrcnn/tf.math.multiply_3/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"2785 maskrcnn/tf.math.multiply_3/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "2846 maskrcnn/tf.math.multiply_5/Mul"; +"2785 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maskrcnn/tf.__operators__.add_31/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "3045 maskrcnn/tf.math.subtract_24/Sub"; +"2925 maskrcnn/tf.math.multiply_22/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "2926 maskrcnn/tf.math.multiply_22/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"2926 maskrcnn/tf.math.multiply_22/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "2927 maskrcnn/tf.math.multiply_22/fake_quantize/SymmQuant/Abs"; +"2927 maskrcnn/tf.math.multiply_22/fake_quantize/SymmQuant/Abs" -> "2929 maskrcnn/tf.math.multiply_22/fake_quantize/SymmQuant/add"; +"2928 maskrcnn/tf.math.multiply_22/fake_quantize/SymmQuant/add/y" -> "2929 maskrcnn/tf.math.multiply_22/fake_quantize/SymmQuant/add"; +"2929 maskrcnn/tf.math.multiply_22/fake_quantize/SymmQuant/add" -> "2932 maskrcnn/tf.math.multiply_22/fake_quantize/SymmQuant/mul"; +"2929 maskrcnn/tf.math.multiply_22/fake_quantize/SymmQuant/add" -> "2933 maskrcnn/tf.math.multiply_22/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"2930 maskrcnn/tf.math.multiply_22/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "2931 maskrcnn/tf.math.multiply_22/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"2931 maskrcnn/tf.math.multiply_22/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "2932 maskrcnn/tf.math.multiply_22/fake_quantize/SymmQuant/mul"; +"2932 maskrcnn/tf.math.multiply_22/fake_quantize/SymmQuant/mul" -> "2933 maskrcnn/tf.math.multiply_22/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"2933 maskrcnn/tf.math.multiply_22/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "3045 maskrcnn/tf.math.subtract_24/Sub"; +"2934 maskrcnn/tf.__operators__.add_28/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "2935 maskrcnn/tf.__operators__.add_28/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"2935 maskrcnn/tf.__operators__.add_28/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "2936 maskrcnn/tf.__operators__.add_28/fake_quantize/SymmQuant/Abs"; +"2936 maskrcnn/tf.__operators__.add_28/fake_quantize/SymmQuant/Abs" -> "2938 maskrcnn/tf.__operators__.add_28/fake_quantize/SymmQuant/add"; +"2937 maskrcnn/tf.__operators__.add_28/fake_quantize/SymmQuant/add/y" -> "2938 maskrcnn/tf.__operators__.add_28/fake_quantize/SymmQuant/add"; +"2938 maskrcnn/tf.__operators__.add_28/fake_quantize/SymmQuant/add" -> "2941 maskrcnn/tf.__operators__.add_28/fake_quantize/SymmQuant/mul"; +"2938 maskrcnn/tf.__operators__.add_28/fake_quantize/SymmQuant/add" -> "2942 maskrcnn/tf.__operators__.add_28/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"2939 maskrcnn/tf.__operators__.add_28/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "2940 maskrcnn/tf.__operators__.add_28/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"2940 maskrcnn/tf.__operators__.add_28/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "2941 maskrcnn/tf.__operators__.add_28/fake_quantize/SymmQuant/mul"; +"2941 maskrcnn/tf.__operators__.add_28/fake_quantize/SymmQuant/mul" -> "2942 maskrcnn/tf.__operators__.add_28/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"2942 maskrcnn/tf.__operators__.add_28/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "3046 maskrcnn/tf.math.subtract_17/Sub"; +"2943 maskrcnn/tf.math.multiply_17/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "2944 maskrcnn/tf.math.multiply_17/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"2944 maskrcnn/tf.math.multiply_17/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "2945 maskrcnn/tf.math.multiply_17/fake_quantize/SymmQuant/Abs"; +"2945 maskrcnn/tf.math.multiply_17/fake_quantize/SymmQuant/Abs" -> "2947 maskrcnn/tf.math.multiply_17/fake_quantize/SymmQuant/add"; +"2946 maskrcnn/tf.math.multiply_17/fake_quantize/SymmQuant/add/y" -> "2947 maskrcnn/tf.math.multiply_17/fake_quantize/SymmQuant/add"; +"2947 maskrcnn/tf.math.multiply_17/fake_quantize/SymmQuant/add" -> "2950 maskrcnn/tf.math.multiply_17/fake_quantize/SymmQuant/mul"; +"2947 maskrcnn/tf.math.multiply_17/fake_quantize/SymmQuant/add" -> "2951 maskrcnn/tf.math.multiply_17/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"2948 maskrcnn/tf.math.multiply_17/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "2949 maskrcnn/tf.math.multiply_17/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"2949 maskrcnn/tf.math.multiply_17/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "2950 maskrcnn/tf.math.multiply_17/fake_quantize/SymmQuant/mul"; +"2950 maskrcnn/tf.math.multiply_17/fake_quantize/SymmQuant/mul" -> "2951 maskrcnn/tf.math.multiply_17/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"2951 maskrcnn/tf.math.multiply_17/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "3046 maskrcnn/tf.math.subtract_17/Sub"; +"2952 maskrcnn/tf.__operators__.add_27/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "2953 maskrcnn/tf.__operators__.add_27/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"2953 maskrcnn/tf.__operators__.add_27/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "2954 maskrcnn/tf.__operators__.add_27/fake_quantize/SymmQuant/Abs"; +"2954 maskrcnn/tf.__operators__.add_27/fake_quantize/SymmQuant/Abs" -> "2956 maskrcnn/tf.__operators__.add_27/fake_quantize/SymmQuant/add"; +"2955 maskrcnn/tf.__operators__.add_27/fake_quantize/SymmQuant/add/y" -> "2956 maskrcnn/tf.__operators__.add_27/fake_quantize/SymmQuant/add"; +"2956 maskrcnn/tf.__operators__.add_27/fake_quantize/SymmQuant/add" -> "2959 maskrcnn/tf.__operators__.add_27/fake_quantize/SymmQuant/mul"; +"2956 maskrcnn/tf.__operators__.add_27/fake_quantize/SymmQuant/add" -> "2960 maskrcnn/tf.__operators__.add_27/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"2957 maskrcnn/tf.__operators__.add_27/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "2958 maskrcnn/tf.__operators__.add_27/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"2958 maskrcnn/tf.__operators__.add_27/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "2959 maskrcnn/tf.__operators__.add_27/fake_quantize/SymmQuant/mul"; +"2959 maskrcnn/tf.__operators__.add_27/fake_quantize/SymmQuant/mul" -> "2960 maskrcnn/tf.__operators__.add_27/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"2960 maskrcnn/tf.__operators__.add_27/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "3047 maskrcnn/tf.math.subtract_16/Sub"; +"2961 maskrcnn/tf.math.multiply_16/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "2962 maskrcnn/tf.math.multiply_16/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"2962 maskrcnn/tf.math.multiply_16/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "2963 maskrcnn/tf.math.multiply_16/fake_quantize/SymmQuant/Abs"; +"2963 maskrcnn/tf.math.multiply_16/fake_quantize/SymmQuant/Abs" -> "2965 maskrcnn/tf.math.multiply_16/fake_quantize/SymmQuant/add"; +"2964 maskrcnn/tf.math.multiply_16/fake_quantize/SymmQuant/add/y" -> "2965 maskrcnn/tf.math.multiply_16/fake_quantize/SymmQuant/add"; +"2965 maskrcnn/tf.math.multiply_16/fake_quantize/SymmQuant/add" -> "2968 maskrcnn/tf.math.multiply_16/fake_quantize/SymmQuant/mul"; +"2965 maskrcnn/tf.math.multiply_16/fake_quantize/SymmQuant/add" -> "2969 maskrcnn/tf.math.multiply_16/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"2966 maskrcnn/tf.math.multiply_16/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "2967 maskrcnn/tf.math.multiply_16/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"2967 maskrcnn/tf.math.multiply_16/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "2968 maskrcnn/tf.math.multiply_16/fake_quantize/SymmQuant/mul"; +"2968 maskrcnn/tf.math.multiply_16/fake_quantize/SymmQuant/mul" -> "2969 maskrcnn/tf.math.multiply_16/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"2969 maskrcnn/tf.math.multiply_16/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "3047 maskrcnn/tf.math.subtract_16/Sub"; +"2970 maskrcnn/tf.__operators__.add_24/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "2971 maskrcnn/tf.__operators__.add_24/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"2971 maskrcnn/tf.__operators__.add_24/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "2972 maskrcnn/tf.__operators__.add_24/fake_quantize/SymmQuant/Abs"; +"2972 maskrcnn/tf.__operators__.add_24/fake_quantize/SymmQuant/Abs" -> "2974 maskrcnn/tf.__operators__.add_24/fake_quantize/SymmQuant/add"; +"2973 maskrcnn/tf.__operators__.add_24/fake_quantize/SymmQuant/add/y" -> "2974 maskrcnn/tf.__operators__.add_24/fake_quantize/SymmQuant/add"; +"2974 maskrcnn/tf.__operators__.add_24/fake_quantize/SymmQuant/add" -> "2977 maskrcnn/tf.__operators__.add_24/fake_quantize/SymmQuant/mul"; +"2974 maskrcnn/tf.__operators__.add_24/fake_quantize/SymmQuant/add" -> "2978 maskrcnn/tf.__operators__.add_24/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"2975 maskrcnn/tf.__operators__.add_24/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "2976 maskrcnn/tf.__operators__.add_24/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"2976 maskrcnn/tf.__operators__.add_24/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "2977 maskrcnn/tf.__operators__.add_24/fake_quantize/SymmQuant/mul"; +"2977 maskrcnn/tf.__operators__.add_24/fake_quantize/SymmQuant/mul" -> "2978 maskrcnn/tf.__operators__.add_24/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"2978 maskrcnn/tf.__operators__.add_24/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "3048 maskrcnn/tf.math.subtract_9/Sub"; +"2979 maskrcnn/tf.math.multiply_11/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "2980 maskrcnn/tf.math.multiply_11/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"2980 maskrcnn/tf.math.multiply_11/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "2981 maskrcnn/tf.math.multiply_11/fake_quantize/SymmQuant/Abs"; +"2981 maskrcnn/tf.math.multiply_11/fake_quantize/SymmQuant/Abs" -> "2983 maskrcnn/tf.math.multiply_11/fake_quantize/SymmQuant/add"; +"2982 maskrcnn/tf.math.multiply_11/fake_quantize/SymmQuant/add/y" -> "2983 maskrcnn/tf.math.multiply_11/fake_quantize/SymmQuant/add"; +"2983 maskrcnn/tf.math.multiply_11/fake_quantize/SymmQuant/add" -> "2986 maskrcnn/tf.math.multiply_11/fake_quantize/SymmQuant/mul"; +"2983 maskrcnn/tf.math.multiply_11/fake_quantize/SymmQuant/add" -> "2987 maskrcnn/tf.math.multiply_11/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"2984 maskrcnn/tf.math.multiply_11/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "2985 maskrcnn/tf.math.multiply_11/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"2985 maskrcnn/tf.math.multiply_11/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "2986 maskrcnn/tf.math.multiply_11/fake_quantize/SymmQuant/mul"; +"2986 maskrcnn/tf.math.multiply_11/fake_quantize/SymmQuant/mul" -> "2987 maskrcnn/tf.math.multiply_11/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"2987 maskrcnn/tf.math.multiply_11/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "3048 maskrcnn/tf.math.subtract_9/Sub"; +"2988 maskrcnn/tf.__operators__.add_23/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "2989 maskrcnn/tf.__operators__.add_23/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"2989 maskrcnn/tf.__operators__.add_23/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "2990 maskrcnn/tf.__operators__.add_23/fake_quantize/SymmQuant/Abs"; +"2990 maskrcnn/tf.__operators__.add_23/fake_quantize/SymmQuant/Abs" -> "2992 maskrcnn/tf.__operators__.add_23/fake_quantize/SymmQuant/add"; +"2991 maskrcnn/tf.__operators__.add_23/fake_quantize/SymmQuant/add/y" -> "2992 maskrcnn/tf.__operators__.add_23/fake_quantize/SymmQuant/add"; +"2992 maskrcnn/tf.__operators__.add_23/fake_quantize/SymmQuant/add" -> "2995 maskrcnn/tf.__operators__.add_23/fake_quantize/SymmQuant/mul"; +"2992 maskrcnn/tf.__operators__.add_23/fake_quantize/SymmQuant/add" -> "2996 maskrcnn/tf.__operators__.add_23/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"2993 maskrcnn/tf.__operators__.add_23/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "2994 maskrcnn/tf.__operators__.add_23/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"2994 maskrcnn/tf.__operators__.add_23/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "2995 maskrcnn/tf.__operators__.add_23/fake_quantize/SymmQuant/mul"; +"2995 maskrcnn/tf.__operators__.add_23/fake_quantize/SymmQuant/mul" -> "2996 maskrcnn/tf.__operators__.add_23/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"2996 maskrcnn/tf.__operators__.add_23/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "3049 maskrcnn/tf.math.subtract_8/Sub"; +"2997 maskrcnn/tf.math.multiply_10/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "2998 maskrcnn/tf.math.multiply_10/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"2998 maskrcnn/tf.math.multiply_10/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "2999 maskrcnn/tf.math.multiply_10/fake_quantize/SymmQuant/Abs"; +"2999 maskrcnn/tf.math.multiply_10/fake_quantize/SymmQuant/Abs" -> "3001 maskrcnn/tf.math.multiply_10/fake_quantize/SymmQuant/add"; +"3000 maskrcnn/tf.math.multiply_10/fake_quantize/SymmQuant/add/y" -> "3001 maskrcnn/tf.math.multiply_10/fake_quantize/SymmQuant/add"; +"3001 maskrcnn/tf.math.multiply_10/fake_quantize/SymmQuant/add" -> "3004 maskrcnn/tf.math.multiply_10/fake_quantize/SymmQuant/mul"; +"3001 maskrcnn/tf.math.multiply_10/fake_quantize/SymmQuant/add" -> "3005 maskrcnn/tf.math.multiply_10/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"3002 maskrcnn/tf.math.multiply_10/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "3003 maskrcnn/tf.math.multiply_10/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"3003 maskrcnn/tf.math.multiply_10/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "3004 maskrcnn/tf.math.multiply_10/fake_quantize/SymmQuant/mul"; +"3004 maskrcnn/tf.math.multiply_10/fake_quantize/SymmQuant/mul" -> "3005 maskrcnn/tf.math.multiply_10/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"3005 maskrcnn/tf.math.multiply_10/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "3049 maskrcnn/tf.math.subtract_8/Sub"; +"3006 maskrcnn/tf.__operators__.add_20/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "3007 maskrcnn/tf.__operators__.add_20/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"3007 maskrcnn/tf.__operators__.add_20/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "3008 maskrcnn/tf.__operators__.add_20/fake_quantize/SymmQuant/Abs"; +"3008 maskrcnn/tf.__operators__.add_20/fake_quantize/SymmQuant/Abs" -> "3010 maskrcnn/tf.__operators__.add_20/fake_quantize/SymmQuant/add"; +"3009 maskrcnn/tf.__operators__.add_20/fake_quantize/SymmQuant/add/y" -> "3010 maskrcnn/tf.__operators__.add_20/fake_quantize/SymmQuant/add"; +"3010 maskrcnn/tf.__operators__.add_20/fake_quantize/SymmQuant/add" -> "3013 maskrcnn/tf.__operators__.add_20/fake_quantize/SymmQuant/mul"; +"3010 maskrcnn/tf.__operators__.add_20/fake_quantize/SymmQuant/add" -> "3014 maskrcnn/tf.__operators__.add_20/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"3011 maskrcnn/tf.__operators__.add_20/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "3012 maskrcnn/tf.__operators__.add_20/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"3012 maskrcnn/tf.__operators__.add_20/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "3013 maskrcnn/tf.__operators__.add_20/fake_quantize/SymmQuant/mul"; +"3013 maskrcnn/tf.__operators__.add_20/fake_quantize/SymmQuant/mul" -> "3014 maskrcnn/tf.__operators__.add_20/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"3014 maskrcnn/tf.__operators__.add_20/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "3054 maskrcnn/tf.math.subtract_1/Sub"; +"3015 maskrcnn/tf.math.multiply_5/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "3016 maskrcnn/tf.math.multiply_5/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"3016 maskrcnn/tf.math.multiply_5/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "3017 maskrcnn/tf.math.multiply_5/fake_quantize/SymmQuant/Abs"; +"3017 maskrcnn/tf.math.multiply_5/fake_quantize/SymmQuant/Abs" -> "3019 maskrcnn/tf.math.multiply_5/fake_quantize/SymmQuant/add"; +"3018 maskrcnn/tf.math.multiply_5/fake_quantize/SymmQuant/add/y" -> "3019 maskrcnn/tf.math.multiply_5/fake_quantize/SymmQuant/add"; +"3019 maskrcnn/tf.math.multiply_5/fake_quantize/SymmQuant/add" -> "3022 maskrcnn/tf.math.multiply_5/fake_quantize/SymmQuant/mul"; +"3019 maskrcnn/tf.math.multiply_5/fake_quantize/SymmQuant/add" -> "3023 maskrcnn/tf.math.multiply_5/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"3020 maskrcnn/tf.math.multiply_5/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "3021 maskrcnn/tf.math.multiply_5/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"3021 maskrcnn/tf.math.multiply_5/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "3022 maskrcnn/tf.math.multiply_5/fake_quantize/SymmQuant/mul"; 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maskrcnn/tf.__operators__.add_19/fake_quantize/SymmQuant/mul"; +"3028 maskrcnn/tf.__operators__.add_19/fake_quantize/SymmQuant/add" -> "3032 maskrcnn/tf.__operators__.add_19/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"3029 maskrcnn/tf.__operators__.add_19/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "3030 maskrcnn/tf.__operators__.add_19/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"3030 maskrcnn/tf.__operators__.add_19/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "3031 maskrcnn/tf.__operators__.add_19/fake_quantize/SymmQuant/mul"; +"3031 maskrcnn/tf.__operators__.add_19/fake_quantize/SymmQuant/mul" -> "3032 maskrcnn/tf.__operators__.add_19/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"3032 maskrcnn/tf.__operators__.add_19/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "3055 maskrcnn/tf.math.subtract/Sub"; +"3033 maskrcnn/tf.math.multiply_4/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "3034 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maskrcnn/tf.concat_4/concat"; +"3367 maskrcnn/tf.math.subtract_28/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "3368 maskrcnn/tf.math.subtract_28/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"3368 maskrcnn/tf.math.subtract_28/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "3369 maskrcnn/tf.math.subtract_28/fake_quantize/SymmQuant/Abs"; +"3369 maskrcnn/tf.math.subtract_28/fake_quantize/SymmQuant/Abs" -> "3371 maskrcnn/tf.math.subtract_28/fake_quantize/SymmQuant/add"; +"3370 maskrcnn/tf.math.subtract_28/fake_quantize/SymmQuant/add/y" -> "3371 maskrcnn/tf.math.subtract_28/fake_quantize/SymmQuant/add"; +"3371 maskrcnn/tf.math.subtract_28/fake_quantize/SymmQuant/add" -> "3374 maskrcnn/tf.math.subtract_28/fake_quantize/SymmQuant/mul"; +"3371 maskrcnn/tf.math.subtract_28/fake_quantize/SymmQuant/add" -> "3375 maskrcnn/tf.math.subtract_28/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"3372 maskrcnn/tf.math.subtract_28/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "3373 maskrcnn/tf.math.subtract_28/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"3373 maskrcnn/tf.math.subtract_28/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "3374 maskrcnn/tf.math.subtract_28/fake_quantize/SymmQuant/mul"; +"3374 maskrcnn/tf.math.subtract_28/fake_quantize/SymmQuant/mul" -> "3375 maskrcnn/tf.math.subtract_28/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"3375 maskrcnn/tf.math.subtract_28/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "3588 maskrcnn/tf.stack_3/stack"; +"3376 maskrcnn/tf.math.subtract_29/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "3377 maskrcnn/tf.math.subtract_29/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"3377 maskrcnn/tf.math.subtract_29/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "3378 maskrcnn/tf.math.subtract_29/fake_quantize/SymmQuant/Abs"; +"3378 maskrcnn/tf.math.subtract_29/fake_quantize/SymmQuant/Abs" -> "3380 maskrcnn/tf.math.subtract_29/fake_quantize/SymmQuant/add"; +"3379 maskrcnn/tf.math.subtract_29/fake_quantize/SymmQuant/add/y" -> "3380 maskrcnn/tf.math.subtract_29/fake_quantize/SymmQuant/add"; +"3380 maskrcnn/tf.math.subtract_29/fake_quantize/SymmQuant/add" -> "3383 maskrcnn/tf.math.subtract_29/fake_quantize/SymmQuant/mul"; +"3380 maskrcnn/tf.math.subtract_29/fake_quantize/SymmQuant/add" -> "3384 maskrcnn/tf.math.subtract_29/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"3381 maskrcnn/tf.math.subtract_29/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "3382 maskrcnn/tf.math.subtract_29/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"3382 maskrcnn/tf.math.subtract_29/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "3383 maskrcnn/tf.math.subtract_29/fake_quantize/SymmQuant/mul"; +"3383 maskrcnn/tf.math.subtract_29/fake_quantize/SymmQuant/mul" -> "3384 maskrcnn/tf.math.subtract_29/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"3384 maskrcnn/tf.math.subtract_29/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "3588 maskrcnn/tf.stack_3/stack"; +"3385 maskrcnn/tf.math.subtract_30/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "3386 maskrcnn/tf.math.subtract_30/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"3386 maskrcnn/tf.math.subtract_30/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "3387 maskrcnn/tf.math.subtract_30/fake_quantize/SymmQuant/Abs"; +"3387 maskrcnn/tf.math.subtract_30/fake_quantize/SymmQuant/Abs" -> "3389 maskrcnn/tf.math.subtract_30/fake_quantize/SymmQuant/add"; +"3388 maskrcnn/tf.math.subtract_30/fake_quantize/SymmQuant/add/y" -> "3389 maskrcnn/tf.math.subtract_30/fake_quantize/SymmQuant/add"; +"3389 maskrcnn/tf.math.subtract_30/fake_quantize/SymmQuant/add" -> "3392 maskrcnn/tf.math.subtract_30/fake_quantize/SymmQuant/mul"; +"3389 maskrcnn/tf.math.subtract_30/fake_quantize/SymmQuant/add" -> "3393 maskrcnn/tf.math.subtract_30/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"3390 maskrcnn/tf.math.subtract_30/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "3391 maskrcnn/tf.math.subtract_30/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"3391 maskrcnn/tf.math.subtract_30/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "3392 maskrcnn/tf.math.subtract_30/fake_quantize/SymmQuant/mul"; +"3392 maskrcnn/tf.math.subtract_30/fake_quantize/SymmQuant/mul" -> "3393 maskrcnn/tf.math.subtract_30/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"3393 maskrcnn/tf.math.subtract_30/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "3588 maskrcnn/tf.stack_3/stack"; +"3394 maskrcnn/tf.math.subtract_31/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "3395 maskrcnn/tf.math.subtract_31/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"3395 maskrcnn/tf.math.subtract_31/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "3396 maskrcnn/tf.math.subtract_31/fake_quantize/SymmQuant/Abs"; +"3396 maskrcnn/tf.math.subtract_31/fake_quantize/SymmQuant/Abs" -> "3398 maskrcnn/tf.math.subtract_31/fake_quantize/SymmQuant/add"; +"3397 maskrcnn/tf.math.subtract_31/fake_quantize/SymmQuant/add/y" -> "3398 maskrcnn/tf.math.subtract_31/fake_quantize/SymmQuant/add"; +"3398 maskrcnn/tf.math.subtract_31/fake_quantize/SymmQuant/add" -> "3401 maskrcnn/tf.math.subtract_31/fake_quantize/SymmQuant/mul"; +"3398 maskrcnn/tf.math.subtract_31/fake_quantize/SymmQuant/add" -> "3402 maskrcnn/tf.math.subtract_31/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"3399 maskrcnn/tf.math.subtract_31/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "3400 maskrcnn/tf.math.subtract_31/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"3400 maskrcnn/tf.math.subtract_31/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "3401 maskrcnn/tf.math.subtract_31/fake_quantize/SymmQuant/mul"; +"3401 maskrcnn/tf.math.subtract_31/fake_quantize/SymmQuant/mul" -> "3402 maskrcnn/tf.math.subtract_31/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"3402 maskrcnn/tf.math.subtract_31/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "3588 maskrcnn/tf.stack_3/stack"; +"3403 maskrcnn/tf.math.subtract_26/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "3404 maskrcnn/tf.math.subtract_26/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"3404 maskrcnn/tf.math.subtract_26/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "3405 maskrcnn/tf.math.subtract_26/fake_quantize/SymmQuant/Abs"; +"3405 maskrcnn/tf.math.subtract_26/fake_quantize/SymmQuant/Abs" -> "3407 maskrcnn/tf.math.subtract_26/fake_quantize/SymmQuant/add"; +"3406 maskrcnn/tf.math.subtract_26/fake_quantize/SymmQuant/add/y" -> "3407 maskrcnn/tf.math.subtract_26/fake_quantize/SymmQuant/add"; +"3407 maskrcnn/tf.math.subtract_26/fake_quantize/SymmQuant/add" -> "3410 maskrcnn/tf.math.subtract_26/fake_quantize/SymmQuant/mul"; +"3407 maskrcnn/tf.math.subtract_26/fake_quantize/SymmQuant/add" -> "3411 maskrcnn/tf.math.subtract_26/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"3408 maskrcnn/tf.math.subtract_26/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "3409 maskrcnn/tf.math.subtract_26/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"3409 maskrcnn/tf.math.subtract_26/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "3410 maskrcnn/tf.math.subtract_26/fake_quantize/SymmQuant/mul"; +"3410 maskrcnn/tf.math.subtract_26/fake_quantize/SymmQuant/mul" -> "3411 maskrcnn/tf.math.subtract_26/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"3411 maskrcnn/tf.math.subtract_26/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "3587 maskrcnn/tf.concat_3/concat"; +"3412 maskrcnn/tf.math.subtract_27/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "3413 maskrcnn/tf.math.subtract_27/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"3413 maskrcnn/tf.math.subtract_27/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "3414 maskrcnn/tf.math.subtract_27/fake_quantize/SymmQuant/Abs"; +"3414 maskrcnn/tf.math.subtract_27/fake_quantize/SymmQuant/Abs" -> "3416 maskrcnn/tf.math.subtract_27/fake_quantize/SymmQuant/add"; +"3415 maskrcnn/tf.math.subtract_27/fake_quantize/SymmQuant/add/y" -> "3416 maskrcnn/tf.math.subtract_27/fake_quantize/SymmQuant/add"; +"3416 maskrcnn/tf.math.subtract_27/fake_quantize/SymmQuant/add" -> "3419 maskrcnn/tf.math.subtract_27/fake_quantize/SymmQuant/mul"; +"3416 maskrcnn/tf.math.subtract_27/fake_quantize/SymmQuant/add" -> "3420 maskrcnn/tf.math.subtract_27/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"3417 maskrcnn/tf.math.subtract_27/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "3418 maskrcnn/tf.math.subtract_27/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"3418 maskrcnn/tf.math.subtract_27/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "3419 maskrcnn/tf.math.subtract_27/fake_quantize/SymmQuant/mul"; +"3419 maskrcnn/tf.math.subtract_27/fake_quantize/SymmQuant/mul" -> "3420 maskrcnn/tf.math.subtract_27/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"3420 maskrcnn/tf.math.subtract_27/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "3587 maskrcnn/tf.concat_3/concat"; +"3421 maskrcnn/tf.math.subtract_20/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "3422 maskrcnn/tf.math.subtract_20/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"3422 maskrcnn/tf.math.subtract_20/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "3423 maskrcnn/tf.math.subtract_20/fake_quantize/SymmQuant/Abs"; +"3423 maskrcnn/tf.math.subtract_20/fake_quantize/SymmQuant/Abs" -> "3425 maskrcnn/tf.math.subtract_20/fake_quantize/SymmQuant/add"; +"3424 maskrcnn/tf.math.subtract_20/fake_quantize/SymmQuant/add/y" -> "3425 maskrcnn/tf.math.subtract_20/fake_quantize/SymmQuant/add"; +"3425 maskrcnn/tf.math.subtract_20/fake_quantize/SymmQuant/add" -> "3428 maskrcnn/tf.math.subtract_20/fake_quantize/SymmQuant/mul"; +"3425 maskrcnn/tf.math.subtract_20/fake_quantize/SymmQuant/add" -> "3429 maskrcnn/tf.math.subtract_20/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"3426 maskrcnn/tf.math.subtract_20/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "3427 maskrcnn/tf.math.subtract_20/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"3427 maskrcnn/tf.math.subtract_20/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "3428 maskrcnn/tf.math.subtract_20/fake_quantize/SymmQuant/mul"; +"3428 maskrcnn/tf.math.subtract_20/fake_quantize/SymmQuant/mul" -> "3429 maskrcnn/tf.math.subtract_20/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"3429 maskrcnn/tf.math.subtract_20/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "3591 maskrcnn/tf.stack_2/stack"; +"3430 maskrcnn/tf.math.subtract_21/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "3431 maskrcnn/tf.math.subtract_21/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"3431 maskrcnn/tf.math.subtract_21/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "3432 maskrcnn/tf.math.subtract_21/fake_quantize/SymmQuant/Abs"; +"3432 maskrcnn/tf.math.subtract_21/fake_quantize/SymmQuant/Abs" -> "3434 maskrcnn/tf.math.subtract_21/fake_quantize/SymmQuant/add"; +"3433 maskrcnn/tf.math.subtract_21/fake_quantize/SymmQuant/add/y" -> "3434 maskrcnn/tf.math.subtract_21/fake_quantize/SymmQuant/add"; +"3434 maskrcnn/tf.math.subtract_21/fake_quantize/SymmQuant/add" -> "3437 maskrcnn/tf.math.subtract_21/fake_quantize/SymmQuant/mul"; +"3434 maskrcnn/tf.math.subtract_21/fake_quantize/SymmQuant/add" -> "3438 maskrcnn/tf.math.subtract_21/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"3435 maskrcnn/tf.math.subtract_21/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "3436 maskrcnn/tf.math.subtract_21/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"3436 maskrcnn/tf.math.subtract_21/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "3437 maskrcnn/tf.math.subtract_21/fake_quantize/SymmQuant/mul"; +"3437 maskrcnn/tf.math.subtract_21/fake_quantize/SymmQuant/mul" -> "3438 maskrcnn/tf.math.subtract_21/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"3438 maskrcnn/tf.math.subtract_21/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "3591 maskrcnn/tf.stack_2/stack"; +"3439 maskrcnn/tf.math.subtract_22/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "3440 maskrcnn/tf.math.subtract_22/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"3440 maskrcnn/tf.math.subtract_22/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "3441 maskrcnn/tf.math.subtract_22/fake_quantize/SymmQuant/Abs"; +"3441 maskrcnn/tf.math.subtract_22/fake_quantize/SymmQuant/Abs" -> "3443 maskrcnn/tf.math.subtract_22/fake_quantize/SymmQuant/add"; +"3442 maskrcnn/tf.math.subtract_22/fake_quantize/SymmQuant/add/y" -> "3443 maskrcnn/tf.math.subtract_22/fake_quantize/SymmQuant/add"; +"3443 maskrcnn/tf.math.subtract_22/fake_quantize/SymmQuant/add" -> "3446 maskrcnn/tf.math.subtract_22/fake_quantize/SymmQuant/mul"; +"3443 maskrcnn/tf.math.subtract_22/fake_quantize/SymmQuant/add" -> "3447 maskrcnn/tf.math.subtract_22/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"3444 maskrcnn/tf.math.subtract_22/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "3445 maskrcnn/tf.math.subtract_22/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"3445 maskrcnn/tf.math.subtract_22/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "3446 maskrcnn/tf.math.subtract_22/fake_quantize/SymmQuant/mul"; +"3446 maskrcnn/tf.math.subtract_22/fake_quantize/SymmQuant/mul" -> "3447 maskrcnn/tf.math.subtract_22/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"3447 maskrcnn/tf.math.subtract_22/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "3591 maskrcnn/tf.stack_2/stack"; +"3448 maskrcnn/tf.math.subtract_23/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "3449 maskrcnn/tf.math.subtract_23/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"3449 maskrcnn/tf.math.subtract_23/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "3450 maskrcnn/tf.math.subtract_23/fake_quantize/SymmQuant/Abs"; +"3450 maskrcnn/tf.math.subtract_23/fake_quantize/SymmQuant/Abs" -> "3452 maskrcnn/tf.math.subtract_23/fake_quantize/SymmQuant/add"; +"3451 maskrcnn/tf.math.subtract_23/fake_quantize/SymmQuant/add/y" -> "3452 maskrcnn/tf.math.subtract_23/fake_quantize/SymmQuant/add"; +"3452 maskrcnn/tf.math.subtract_23/fake_quantize/SymmQuant/add" -> "3455 maskrcnn/tf.math.subtract_23/fake_quantize/SymmQuant/mul"; +"3452 maskrcnn/tf.math.subtract_23/fake_quantize/SymmQuant/add" -> "3456 maskrcnn/tf.math.subtract_23/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"3453 maskrcnn/tf.math.subtract_23/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "3454 maskrcnn/tf.math.subtract_23/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"3454 maskrcnn/tf.math.subtract_23/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "3455 maskrcnn/tf.math.subtract_23/fake_quantize/SymmQuant/mul"; +"3455 maskrcnn/tf.math.subtract_23/fake_quantize/SymmQuant/mul" -> "3456 maskrcnn/tf.math.subtract_23/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"3456 maskrcnn/tf.math.subtract_23/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "3591 maskrcnn/tf.stack_2/stack"; +"3457 maskrcnn/tf.math.subtract_18/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "3458 maskrcnn/tf.math.subtract_18/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"3458 maskrcnn/tf.math.subtract_18/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "3459 maskrcnn/tf.math.subtract_18/fake_quantize/SymmQuant/Abs"; +"3459 maskrcnn/tf.math.subtract_18/fake_quantize/SymmQuant/Abs" -> "3461 maskrcnn/tf.math.subtract_18/fake_quantize/SymmQuant/add"; +"3460 maskrcnn/tf.math.subtract_18/fake_quantize/SymmQuant/add/y" -> "3461 maskrcnn/tf.math.subtract_18/fake_quantize/SymmQuant/add"; +"3461 maskrcnn/tf.math.subtract_18/fake_quantize/SymmQuant/add" -> "3464 maskrcnn/tf.math.subtract_18/fake_quantize/SymmQuant/mul"; +"3461 maskrcnn/tf.math.subtract_18/fake_quantize/SymmQuant/add" -> "3465 maskrcnn/tf.math.subtract_18/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"3462 maskrcnn/tf.math.subtract_18/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "3463 maskrcnn/tf.math.subtract_18/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"3463 maskrcnn/tf.math.subtract_18/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "3464 maskrcnn/tf.math.subtract_18/fake_quantize/SymmQuant/mul"; +"3464 maskrcnn/tf.math.subtract_18/fake_quantize/SymmQuant/mul" -> "3465 maskrcnn/tf.math.subtract_18/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"3465 maskrcnn/tf.math.subtract_18/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "3590 maskrcnn/tf.concat_2/concat"; +"3466 maskrcnn/tf.math.subtract_19/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "3467 maskrcnn/tf.math.subtract_19/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"3467 maskrcnn/tf.math.subtract_19/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "3468 maskrcnn/tf.math.subtract_19/fake_quantize/SymmQuant/Abs"; +"3468 maskrcnn/tf.math.subtract_19/fake_quantize/SymmQuant/Abs" -> "3470 maskrcnn/tf.math.subtract_19/fake_quantize/SymmQuant/add"; +"3469 maskrcnn/tf.math.subtract_19/fake_quantize/SymmQuant/add/y" -> "3470 maskrcnn/tf.math.subtract_19/fake_quantize/SymmQuant/add"; +"3470 maskrcnn/tf.math.subtract_19/fake_quantize/SymmQuant/add" -> "3473 maskrcnn/tf.math.subtract_19/fake_quantize/SymmQuant/mul"; +"3470 maskrcnn/tf.math.subtract_19/fake_quantize/SymmQuant/add" -> "3474 maskrcnn/tf.math.subtract_19/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"3471 maskrcnn/tf.math.subtract_19/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "3472 maskrcnn/tf.math.subtract_19/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"3472 maskrcnn/tf.math.subtract_19/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "3473 maskrcnn/tf.math.subtract_19/fake_quantize/SymmQuant/mul"; +"3473 maskrcnn/tf.math.subtract_19/fake_quantize/SymmQuant/mul" -> "3474 maskrcnn/tf.math.subtract_19/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"3474 maskrcnn/tf.math.subtract_19/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "3590 maskrcnn/tf.concat_2/concat"; +"3475 maskrcnn/tf.math.subtract_12/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "3476 maskrcnn/tf.math.subtract_12/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"3476 maskrcnn/tf.math.subtract_12/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "3477 maskrcnn/tf.math.subtract_12/fake_quantize/SymmQuant/Abs"; +"3477 maskrcnn/tf.math.subtract_12/fake_quantize/SymmQuant/Abs" -> "3479 maskrcnn/tf.math.subtract_12/fake_quantize/SymmQuant/add"; +"3478 maskrcnn/tf.math.subtract_12/fake_quantize/SymmQuant/add/y" -> "3479 maskrcnn/tf.math.subtract_12/fake_quantize/SymmQuant/add"; +"3479 maskrcnn/tf.math.subtract_12/fake_quantize/SymmQuant/add" -> "3482 maskrcnn/tf.math.subtract_12/fake_quantize/SymmQuant/mul"; +"3479 maskrcnn/tf.math.subtract_12/fake_quantize/SymmQuant/add" -> "3483 maskrcnn/tf.math.subtract_12/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"3480 maskrcnn/tf.math.subtract_12/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "3481 maskrcnn/tf.math.subtract_12/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"3481 maskrcnn/tf.math.subtract_12/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "3482 maskrcnn/tf.math.subtract_12/fake_quantize/SymmQuant/mul"; +"3482 maskrcnn/tf.math.subtract_12/fake_quantize/SymmQuant/mul" -> "3483 maskrcnn/tf.math.subtract_12/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"3483 maskrcnn/tf.math.subtract_12/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "3594 maskrcnn/tf.stack_1/stack"; +"3484 maskrcnn/tf.math.subtract_13/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "3485 maskrcnn/tf.math.subtract_13/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"3485 maskrcnn/tf.math.subtract_13/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "3486 maskrcnn/tf.math.subtract_13/fake_quantize/SymmQuant/Abs"; +"3486 maskrcnn/tf.math.subtract_13/fake_quantize/SymmQuant/Abs" -> "3488 maskrcnn/tf.math.subtract_13/fake_quantize/SymmQuant/add"; +"3487 maskrcnn/tf.math.subtract_13/fake_quantize/SymmQuant/add/y" -> "3488 maskrcnn/tf.math.subtract_13/fake_quantize/SymmQuant/add"; +"3488 maskrcnn/tf.math.subtract_13/fake_quantize/SymmQuant/add" -> "3491 maskrcnn/tf.math.subtract_13/fake_quantize/SymmQuant/mul"; +"3488 maskrcnn/tf.math.subtract_13/fake_quantize/SymmQuant/add" -> "3492 maskrcnn/tf.math.subtract_13/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"3489 maskrcnn/tf.math.subtract_13/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "3490 maskrcnn/tf.math.subtract_13/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"3490 maskrcnn/tf.math.subtract_13/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "3491 maskrcnn/tf.math.subtract_13/fake_quantize/SymmQuant/mul"; +"3491 maskrcnn/tf.math.subtract_13/fake_quantize/SymmQuant/mul" -> "3492 maskrcnn/tf.math.subtract_13/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"3492 maskrcnn/tf.math.subtract_13/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "3594 maskrcnn/tf.stack_1/stack"; +"3493 maskrcnn/tf.math.subtract_14/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "3494 maskrcnn/tf.math.subtract_14/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"3494 maskrcnn/tf.math.subtract_14/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "3495 maskrcnn/tf.math.subtract_14/fake_quantize/SymmQuant/Abs"; +"3495 maskrcnn/tf.math.subtract_14/fake_quantize/SymmQuant/Abs" -> "3497 maskrcnn/tf.math.subtract_14/fake_quantize/SymmQuant/add"; +"3496 maskrcnn/tf.math.subtract_14/fake_quantize/SymmQuant/add/y" -> "3497 maskrcnn/tf.math.subtract_14/fake_quantize/SymmQuant/add"; +"3497 maskrcnn/tf.math.subtract_14/fake_quantize/SymmQuant/add" -> "3500 maskrcnn/tf.math.subtract_14/fake_quantize/SymmQuant/mul"; +"3497 maskrcnn/tf.math.subtract_14/fake_quantize/SymmQuant/add" -> "3501 maskrcnn/tf.math.subtract_14/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"3498 maskrcnn/tf.math.subtract_14/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "3499 maskrcnn/tf.math.subtract_14/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"3499 maskrcnn/tf.math.subtract_14/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "3500 maskrcnn/tf.math.subtract_14/fake_quantize/SymmQuant/mul"; +"3500 maskrcnn/tf.math.subtract_14/fake_quantize/SymmQuant/mul" -> "3501 maskrcnn/tf.math.subtract_14/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"3501 maskrcnn/tf.math.subtract_14/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "3594 maskrcnn/tf.stack_1/stack"; +"3502 maskrcnn/tf.math.subtract_15/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "3503 maskrcnn/tf.math.subtract_15/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"3503 maskrcnn/tf.math.subtract_15/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "3504 maskrcnn/tf.math.subtract_15/fake_quantize/SymmQuant/Abs"; +"3504 maskrcnn/tf.math.subtract_15/fake_quantize/SymmQuant/Abs" -> "3506 maskrcnn/tf.math.subtract_15/fake_quantize/SymmQuant/add"; +"3505 maskrcnn/tf.math.subtract_15/fake_quantize/SymmQuant/add/y" -> "3506 maskrcnn/tf.math.subtract_15/fake_quantize/SymmQuant/add"; +"3506 maskrcnn/tf.math.subtract_15/fake_quantize/SymmQuant/add" -> "3509 maskrcnn/tf.math.subtract_15/fake_quantize/SymmQuant/mul"; +"3506 maskrcnn/tf.math.subtract_15/fake_quantize/SymmQuant/add" -> "3510 maskrcnn/tf.math.subtract_15/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"3507 maskrcnn/tf.math.subtract_15/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "3508 maskrcnn/tf.math.subtract_15/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"3508 maskrcnn/tf.math.subtract_15/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "3509 maskrcnn/tf.math.subtract_15/fake_quantize/SymmQuant/mul"; +"3509 maskrcnn/tf.math.subtract_15/fake_quantize/SymmQuant/mul" -> "3510 maskrcnn/tf.math.subtract_15/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"3510 maskrcnn/tf.math.subtract_15/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "3594 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maskrcnn/tf.math.subtract_10/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"3517 maskrcnn/tf.math.subtract_10/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "3518 maskrcnn/tf.math.subtract_10/fake_quantize/SymmQuant/mul"; +"3518 maskrcnn/tf.math.subtract_10/fake_quantize/SymmQuant/mul" -> "3519 maskrcnn/tf.math.subtract_10/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"3519 maskrcnn/tf.math.subtract_10/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "3593 maskrcnn/tf.concat_1/concat"; +"3520 maskrcnn/tf.math.subtract_11/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "3521 maskrcnn/tf.math.subtract_11/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"3521 maskrcnn/tf.math.subtract_11/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "3522 maskrcnn/tf.math.subtract_11/fake_quantize/SymmQuant/Abs"; +"3522 maskrcnn/tf.math.subtract_11/fake_quantize/SymmQuant/Abs" -> "3524 maskrcnn/tf.math.subtract_11/fake_quantize/SymmQuant/add"; +"3523 maskrcnn/tf.math.subtract_11/fake_quantize/SymmQuant/add/y" -> "3524 maskrcnn/tf.math.subtract_11/fake_quantize/SymmQuant/add"; +"3524 maskrcnn/tf.math.subtract_11/fake_quantize/SymmQuant/add" -> "3527 maskrcnn/tf.math.subtract_11/fake_quantize/SymmQuant/mul"; +"3524 maskrcnn/tf.math.subtract_11/fake_quantize/SymmQuant/add" -> "3528 maskrcnn/tf.math.subtract_11/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"3525 maskrcnn/tf.math.subtract_11/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "3526 maskrcnn/tf.math.subtract_11/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"3526 maskrcnn/tf.math.subtract_11/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "3527 maskrcnn/tf.math.subtract_11/fake_quantize/SymmQuant/mul"; +"3527 maskrcnn/tf.math.subtract_11/fake_quantize/SymmQuant/mul" -> "3528 maskrcnn/tf.math.subtract_11/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"3528 maskrcnn/tf.math.subtract_11/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "3593 maskrcnn/tf.concat_1/concat"; +"3529 maskrcnn/tf.math.subtract_4/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "3530 maskrcnn/tf.math.subtract_4/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"3530 maskrcnn/tf.math.subtract_4/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "3531 maskrcnn/tf.math.subtract_4/fake_quantize/SymmQuant/Abs"; +"3531 maskrcnn/tf.math.subtract_4/fake_quantize/SymmQuant/Abs" -> "3533 maskrcnn/tf.math.subtract_4/fake_quantize/SymmQuant/add"; +"3532 maskrcnn/tf.math.subtract_4/fake_quantize/SymmQuant/add/y" -> "3533 maskrcnn/tf.math.subtract_4/fake_quantize/SymmQuant/add"; +"3533 maskrcnn/tf.math.subtract_4/fake_quantize/SymmQuant/add" -> "3536 maskrcnn/tf.math.subtract_4/fake_quantize/SymmQuant/mul"; +"3533 maskrcnn/tf.math.subtract_4/fake_quantize/SymmQuant/add" -> "3537 maskrcnn/tf.math.subtract_4/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"3534 maskrcnn/tf.math.subtract_4/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "3535 maskrcnn/tf.math.subtract_4/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"3535 maskrcnn/tf.math.subtract_4/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "3536 maskrcnn/tf.math.subtract_4/fake_quantize/SymmQuant/mul"; +"3536 maskrcnn/tf.math.subtract_4/fake_quantize/SymmQuant/mul" -> "3537 maskrcnn/tf.math.subtract_4/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"3537 maskrcnn/tf.math.subtract_4/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "3597 maskrcnn/tf.stack/stack"; +"3538 maskrcnn/tf.math.subtract_5/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "3539 maskrcnn/tf.math.subtract_5/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"3539 maskrcnn/tf.math.subtract_5/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "3540 maskrcnn/tf.math.subtract_5/fake_quantize/SymmQuant/Abs"; +"3540 maskrcnn/tf.math.subtract_5/fake_quantize/SymmQuant/Abs" -> "3542 maskrcnn/tf.math.subtract_5/fake_quantize/SymmQuant/add"; +"3541 maskrcnn/tf.math.subtract_5/fake_quantize/SymmQuant/add/y" -> "3542 maskrcnn/tf.math.subtract_5/fake_quantize/SymmQuant/add"; +"3542 maskrcnn/tf.math.subtract_5/fake_quantize/SymmQuant/add" -> "3545 maskrcnn/tf.math.subtract_5/fake_quantize/SymmQuant/mul"; +"3542 maskrcnn/tf.math.subtract_5/fake_quantize/SymmQuant/add" -> "3546 maskrcnn/tf.math.subtract_5/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"3543 maskrcnn/tf.math.subtract_5/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "3544 maskrcnn/tf.math.subtract_5/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"3544 maskrcnn/tf.math.subtract_5/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "3545 maskrcnn/tf.math.subtract_5/fake_quantize/SymmQuant/mul"; +"3545 maskrcnn/tf.math.subtract_5/fake_quantize/SymmQuant/mul" -> "3546 maskrcnn/tf.math.subtract_5/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"3546 maskrcnn/tf.math.subtract_5/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "3597 maskrcnn/tf.stack/stack"; +"3547 maskrcnn/tf.math.subtract_6/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "3548 maskrcnn/tf.math.subtract_6/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"3548 maskrcnn/tf.math.subtract_6/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "3549 maskrcnn/tf.math.subtract_6/fake_quantize/SymmQuant/Abs"; +"3549 maskrcnn/tf.math.subtract_6/fake_quantize/SymmQuant/Abs" -> "3551 maskrcnn/tf.math.subtract_6/fake_quantize/SymmQuant/add"; +"3550 maskrcnn/tf.math.subtract_6/fake_quantize/SymmQuant/add/y" -> "3551 maskrcnn/tf.math.subtract_6/fake_quantize/SymmQuant/add"; +"3551 maskrcnn/tf.math.subtract_6/fake_quantize/SymmQuant/add" -> "3554 maskrcnn/tf.math.subtract_6/fake_quantize/SymmQuant/mul"; +"3551 maskrcnn/tf.math.subtract_6/fake_quantize/SymmQuant/add" -> "3555 maskrcnn/tf.math.subtract_6/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"3552 maskrcnn/tf.math.subtract_6/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "3553 maskrcnn/tf.math.subtract_6/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"3553 maskrcnn/tf.math.subtract_6/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "3554 maskrcnn/tf.math.subtract_6/fake_quantize/SymmQuant/mul"; +"3554 maskrcnn/tf.math.subtract_6/fake_quantize/SymmQuant/mul" -> "3555 maskrcnn/tf.math.subtract_6/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"3555 maskrcnn/tf.math.subtract_6/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "3597 maskrcnn/tf.stack/stack"; +"3556 maskrcnn/tf.math.subtract_7/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "3557 maskrcnn/tf.math.subtract_7/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"3557 maskrcnn/tf.math.subtract_7/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "3558 maskrcnn/tf.math.subtract_7/fake_quantize/SymmQuant/Abs"; +"3558 maskrcnn/tf.math.subtract_7/fake_quantize/SymmQuant/Abs" -> "3560 maskrcnn/tf.math.subtract_7/fake_quantize/SymmQuant/add"; +"3559 maskrcnn/tf.math.subtract_7/fake_quantize/SymmQuant/add/y" -> "3560 maskrcnn/tf.math.subtract_7/fake_quantize/SymmQuant/add"; +"3560 maskrcnn/tf.math.subtract_7/fake_quantize/SymmQuant/add" -> "3563 maskrcnn/tf.math.subtract_7/fake_quantize/SymmQuant/mul"; +"3560 maskrcnn/tf.math.subtract_7/fake_quantize/SymmQuant/add" -> "3564 maskrcnn/tf.math.subtract_7/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"3561 maskrcnn/tf.math.subtract_7/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "3562 maskrcnn/tf.math.subtract_7/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"3562 maskrcnn/tf.math.subtract_7/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "3563 maskrcnn/tf.math.subtract_7/fake_quantize/SymmQuant/mul"; +"3563 maskrcnn/tf.math.subtract_7/fake_quantize/SymmQuant/mul" -> "3564 maskrcnn/tf.math.subtract_7/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"3564 maskrcnn/tf.math.subtract_7/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "3597 maskrcnn/tf.stack/stack"; +"3565 maskrcnn/tf.math.subtract_2/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "3566 maskrcnn/tf.math.subtract_2/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"3566 maskrcnn/tf.math.subtract_2/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "3567 maskrcnn/tf.math.subtract_2/fake_quantize/SymmQuant/Abs"; +"3567 maskrcnn/tf.math.subtract_2/fake_quantize/SymmQuant/Abs" -> "3569 maskrcnn/tf.math.subtract_2/fake_quantize/SymmQuant/add"; +"3568 maskrcnn/tf.math.subtract_2/fake_quantize/SymmQuant/add/y" -> "3569 maskrcnn/tf.math.subtract_2/fake_quantize/SymmQuant/add"; +"3569 maskrcnn/tf.math.subtract_2/fake_quantize/SymmQuant/add" -> "3572 maskrcnn/tf.math.subtract_2/fake_quantize/SymmQuant/mul"; +"3569 maskrcnn/tf.math.subtract_2/fake_quantize/SymmQuant/add" -> "3573 maskrcnn/tf.math.subtract_2/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"3570 maskrcnn/tf.math.subtract_2/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "3571 maskrcnn/tf.math.subtract_2/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"3571 maskrcnn/tf.math.subtract_2/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "3572 maskrcnn/tf.math.subtract_2/fake_quantize/SymmQuant/mul"; +"3572 maskrcnn/tf.math.subtract_2/fake_quantize/SymmQuant/mul" -> "3573 maskrcnn/tf.math.subtract_2/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"3573 maskrcnn/tf.math.subtract_2/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "3596 maskrcnn/tf.concat/concat"; +"3574 maskrcnn/tf.math.subtract_3/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "3575 maskrcnn/tf.math.subtract_3/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"3575 maskrcnn/tf.math.subtract_3/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "3576 maskrcnn/tf.math.subtract_3/fake_quantize/SymmQuant/Abs"; +"3576 maskrcnn/tf.math.subtract_3/fake_quantize/SymmQuant/Abs" -> "3578 maskrcnn/tf.math.subtract_3/fake_quantize/SymmQuant/add"; +"3577 maskrcnn/tf.math.subtract_3/fake_quantize/SymmQuant/add/y" -> "3578 maskrcnn/tf.math.subtract_3/fake_quantize/SymmQuant/add"; +"3578 maskrcnn/tf.math.subtract_3/fake_quantize/SymmQuant/add" -> "3581 maskrcnn/tf.math.subtract_3/fake_quantize/SymmQuant/mul"; +"3578 maskrcnn/tf.math.subtract_3/fake_quantize/SymmQuant/add" -> "3582 maskrcnn/tf.math.subtract_3/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"3579 maskrcnn/tf.math.subtract_3/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "3580 maskrcnn/tf.math.subtract_3/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"3580 maskrcnn/tf.math.subtract_3/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "3581 maskrcnn/tf.math.subtract_3/fake_quantize/SymmQuant/mul"; +"3581 maskrcnn/tf.math.subtract_3/fake_quantize/SymmQuant/mul" -> "3582 maskrcnn/tf.math.subtract_3/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"3582 maskrcnn/tf.math.subtract_3/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "3596 maskrcnn/tf.concat/concat"; 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maskrcnn/tf.concat/concat/axis" -> "3596 maskrcnn/tf.concat/concat"; +"3596 maskrcnn/tf.concat/concat" -> "3661 maskrcnn/tf.math.minimum_2/Minimum"; +"3597 maskrcnn/tf.stack/stack" -> "3661 maskrcnn/tf.math.minimum_2/Minimum"; +"3598 maskrcnn/rpn-class/SymmQuant/Abs/ReadVariableOp/resource" -> "3599 maskrcnn/rpn-class/SymmQuant/Abs/ReadVariableOp"; +"3598 maskrcnn/rpn-class/SymmQuant/Abs/ReadVariableOp/resource" -> "3613 maskrcnn/rpn-class/SymmQuant_1/Abs/ReadVariableOp"; +"3598 maskrcnn/rpn-class/SymmQuant/Abs/ReadVariableOp/resource" -> "3624 maskrcnn/rpn-class/SymmQuant_2/Abs/ReadVariableOp"; +"3598 maskrcnn/rpn-class/SymmQuant/Abs/ReadVariableOp/resource" -> "3635 maskrcnn/rpn-class/SymmQuant_3/Abs/ReadVariableOp"; +"3598 maskrcnn/rpn-class/SymmQuant/Abs/ReadVariableOp/resource" -> "3646 maskrcnn/rpn-class/SymmQuant_4/Abs/ReadVariableOp"; +"3599 maskrcnn/rpn-class/SymmQuant/Abs/ReadVariableOp" -> "3600 maskrcnn/rpn-class/SymmQuant/Abs"; +"3600 maskrcnn/rpn-class/SymmQuant/Abs" -> "3602 maskrcnn/rpn-class/SymmQuant/add"; +"3601 maskrcnn/rpn-class/SymmQuant/add/y" -> "3602 maskrcnn/rpn-class/SymmQuant/add"; +"3602 maskrcnn/rpn-class/SymmQuant/add" -> "3605 maskrcnn/rpn-class/SymmQuant/mul"; +"3602 maskrcnn/rpn-class/SymmQuant/add" -> "3608 maskrcnn/rpn-class/SymmQuant/FakeQuantWithMinMaxVars"; +"3603 maskrcnn/rpn-class/SymmQuant/mul/ReadVariableOp/resource" -> "3604 maskrcnn/rpn-class/SymmQuant/mul/ReadVariableOp"; +"3603 maskrcnn/rpn-class/SymmQuant/mul/ReadVariableOp/resource" -> "3617 maskrcnn/rpn-class/SymmQuant_1/mul/ReadVariableOp"; +"3603 maskrcnn/rpn-class/SymmQuant/mul/ReadVariableOp/resource" -> "3628 maskrcnn/rpn-class/SymmQuant_2/mul/ReadVariableOp"; +"3603 maskrcnn/rpn-class/SymmQuant/mul/ReadVariableOp/resource" -> "3639 maskrcnn/rpn-class/SymmQuant_3/mul/ReadVariableOp"; +"3603 maskrcnn/rpn-class/SymmQuant/mul/ReadVariableOp/resource" -> "3650 maskrcnn/rpn-class/SymmQuant_4/mul/ReadVariableOp"; +"3604 maskrcnn/rpn-class/SymmQuant/mul/ReadVariableOp" -> "3605 maskrcnn/rpn-class/SymmQuant/mul"; +"3605 maskrcnn/rpn-class/SymmQuant/mul" -> "3608 maskrcnn/rpn-class/SymmQuant/FakeQuantWithMinMaxVars"; +"3606 maskrcnn/rpn-class/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "3607 maskrcnn/rpn-class/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"3606 maskrcnn/rpn-class/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "3619 maskrcnn/rpn-class/SymmQuant_1/FakeQuantWithMinMaxVars/ReadVariableOp"; +"3606 maskrcnn/rpn-class/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "3630 maskrcnn/rpn-class/SymmQuant_2/FakeQuantWithMinMaxVars/ReadVariableOp"; +"3606 maskrcnn/rpn-class/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "3641 maskrcnn/rpn-class/SymmQuant_3/FakeQuantWithMinMaxVars/ReadVariableOp"; +"3606 maskrcnn/rpn-class/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "3652 maskrcnn/rpn-class/SymmQuant_4/FakeQuantWithMinMaxVars/ReadVariableOp"; +"3607 maskrcnn/rpn-class/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "3608 maskrcnn/rpn-class/SymmQuant/FakeQuantWithMinMaxVars"; +"3608 maskrcnn/rpn-class/SymmQuant/FakeQuantWithMinMaxVars" -> "3609 maskrcnn/rpn-class/Conv2D"; +"3609 maskrcnn/rpn-class/Conv2D" -> "3612 maskrcnn/rpn-class/BiasAdd"; +"3610 maskrcnn/rpn-class/BiasAdd/ReadVariableOp/resource" -> "3611 maskrcnn/rpn-class/BiasAdd/ReadVariableOp"; +"3610 maskrcnn/rpn-class/BiasAdd/ReadVariableOp/resource" -> "3622 maskrcnn/rpn-class/BiasAdd_1/ReadVariableOp"; +"3610 maskrcnn/rpn-class/BiasAdd/ReadVariableOp/resource" -> "3633 maskrcnn/rpn-class/BiasAdd_2/ReadVariableOp"; +"3610 maskrcnn/rpn-class/BiasAdd/ReadVariableOp/resource" -> "3644 maskrcnn/rpn-class/BiasAdd_3/ReadVariableOp"; +"3610 maskrcnn/rpn-class/BiasAdd/ReadVariableOp/resource" -> "3655 maskrcnn/rpn-class/BiasAdd_4/ReadVariableOp"; +"3611 maskrcnn/rpn-class/BiasAdd/ReadVariableOp" -> "3612 maskrcnn/rpn-class/BiasAdd"; +"3612 maskrcnn/rpn-class/BiasAdd" -> "3663 maskrcnn/tf.reshape_8/Reshape"; +"3612 maskrcnn/rpn-class/BiasAdd" -> "19995 Identity_16"; +"3613 maskrcnn/rpn-class/SymmQuant_1/Abs/ReadVariableOp" -> "3614 maskrcnn/rpn-class/SymmQuant_1/Abs"; +"3614 maskrcnn/rpn-class/SymmQuant_1/Abs" -> "3616 maskrcnn/rpn-class/SymmQuant_1/add"; +"3615 maskrcnn/rpn-class/SymmQuant_1/add/y" -> "3616 maskrcnn/rpn-class/SymmQuant_1/add"; +"3616 maskrcnn/rpn-class/SymmQuant_1/add" -> "3618 maskrcnn/rpn-class/SymmQuant_1/mul"; +"3616 maskrcnn/rpn-class/SymmQuant_1/add" -> "3620 maskrcnn/rpn-class/SymmQuant_1/FakeQuantWithMinMaxVars"; +"3617 maskrcnn/rpn-class/SymmQuant_1/mul/ReadVariableOp" -> "3618 maskrcnn/rpn-class/SymmQuant_1/mul"; +"3618 maskrcnn/rpn-class/SymmQuant_1/mul" -> "3620 maskrcnn/rpn-class/SymmQuant_1/FakeQuantWithMinMaxVars"; +"3619 maskrcnn/rpn-class/SymmQuant_1/FakeQuantWithMinMaxVars/ReadVariableOp" -> "3620 maskrcnn/rpn-class/SymmQuant_1/FakeQuantWithMinMaxVars"; +"3620 maskrcnn/rpn-class/SymmQuant_1/FakeQuantWithMinMaxVars" -> "3621 maskrcnn/rpn-class/Conv2D_1"; +"3621 maskrcnn/rpn-class/Conv2D_1" -> "3623 maskrcnn/rpn-class/BiasAdd_1"; +"3622 maskrcnn/rpn-class/BiasAdd_1/ReadVariableOp" -> "3623 maskrcnn/rpn-class/BiasAdd_1"; +"3623 maskrcnn/rpn-class/BiasAdd_1" -> "3674 maskrcnn/tf.reshape_6/Reshape"; +"3623 maskrcnn/rpn-class/BiasAdd_1" -> "19994 Identity_15"; +"3624 maskrcnn/rpn-class/SymmQuant_2/Abs/ReadVariableOp" -> "3625 maskrcnn/rpn-class/SymmQuant_2/Abs"; +"3625 maskrcnn/rpn-class/SymmQuant_2/Abs" -> "3627 maskrcnn/rpn-class/SymmQuant_2/add"; +"3626 maskrcnn/rpn-class/SymmQuant_2/add/y" -> "3627 maskrcnn/rpn-class/SymmQuant_2/add"; +"3627 maskrcnn/rpn-class/SymmQuant_2/add" -> "3629 maskrcnn/rpn-class/SymmQuant_2/mul"; +"3627 maskrcnn/rpn-class/SymmQuant_2/add" -> "3631 maskrcnn/rpn-class/SymmQuant_2/FakeQuantWithMinMaxVars"; +"3628 maskrcnn/rpn-class/SymmQuant_2/mul/ReadVariableOp" -> "3629 maskrcnn/rpn-class/SymmQuant_2/mul"; +"3629 maskrcnn/rpn-class/SymmQuant_2/mul" -> "3631 maskrcnn/rpn-class/SymmQuant_2/FakeQuantWithMinMaxVars"; +"3630 maskrcnn/rpn-class/SymmQuant_2/FakeQuantWithMinMaxVars/ReadVariableOp" -> "3631 maskrcnn/rpn-class/SymmQuant_2/FakeQuantWithMinMaxVars"; +"3631 maskrcnn/rpn-class/SymmQuant_2/FakeQuantWithMinMaxVars" -> "3632 maskrcnn/rpn-class/Conv2D_2"; +"3632 maskrcnn/rpn-class/Conv2D_2" -> "3634 maskrcnn/rpn-class/BiasAdd_2"; +"3633 maskrcnn/rpn-class/BiasAdd_2/ReadVariableOp" -> "3634 maskrcnn/rpn-class/BiasAdd_2"; +"3634 maskrcnn/rpn-class/BiasAdd_2" -> "3685 maskrcnn/tf.reshape_4/Reshape"; +"3634 maskrcnn/rpn-class/BiasAdd_2" -> "19993 Identity_14"; +"3635 maskrcnn/rpn-class/SymmQuant_3/Abs/ReadVariableOp" -> "3636 maskrcnn/rpn-class/SymmQuant_3/Abs"; +"3636 maskrcnn/rpn-class/SymmQuant_3/Abs" -> "3638 maskrcnn/rpn-class/SymmQuant_3/add"; +"3637 maskrcnn/rpn-class/SymmQuant_3/add/y" -> "3638 maskrcnn/rpn-class/SymmQuant_3/add"; +"3638 maskrcnn/rpn-class/SymmQuant_3/add" -> "3640 maskrcnn/rpn-class/SymmQuant_3/mul"; +"3638 maskrcnn/rpn-class/SymmQuant_3/add" -> "3642 maskrcnn/rpn-class/SymmQuant_3/FakeQuantWithMinMaxVars"; +"3639 maskrcnn/rpn-class/SymmQuant_3/mul/ReadVariableOp" -> "3640 maskrcnn/rpn-class/SymmQuant_3/mul"; +"3640 maskrcnn/rpn-class/SymmQuant_3/mul" -> "3642 maskrcnn/rpn-class/SymmQuant_3/FakeQuantWithMinMaxVars"; +"3641 maskrcnn/rpn-class/SymmQuant_3/FakeQuantWithMinMaxVars/ReadVariableOp" -> "3642 maskrcnn/rpn-class/SymmQuant_3/FakeQuantWithMinMaxVars"; +"3642 maskrcnn/rpn-class/SymmQuant_3/FakeQuantWithMinMaxVars" -> "3643 maskrcnn/rpn-class/Conv2D_3"; +"3643 maskrcnn/rpn-class/Conv2D_3" -> "3645 maskrcnn/rpn-class/BiasAdd_3"; +"3644 maskrcnn/rpn-class/BiasAdd_3/ReadVariableOp" -> "3645 maskrcnn/rpn-class/BiasAdd_3"; +"3645 maskrcnn/rpn-class/BiasAdd_3" -> "3696 maskrcnn/tf.reshape_2/Reshape"; +"3645 maskrcnn/rpn-class/BiasAdd_3" -> "19992 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maskrcnn/tf.__operators__.add_39/AddV2"; +"3929 maskrcnn/tf.__operators__.add_39/AddV2" -> "3930 maskrcnn/tf.cast_20/Cast"; +"3930 maskrcnn/tf.cast_20/Cast" -> "3932 maskrcnn/tf.math.maximum_5/Maximum"; +"3931 maskrcnn/tf.math.maximum_5/Maximum/y" -> "3932 maskrcnn/tf.math.maximum_5/Maximum"; +"3932 maskrcnn/tf.math.maximum_5/Maximum" -> "3934 maskrcnn/tf.math.minimum_15/Minimum"; +"3934 maskrcnn/tf.math.minimum_15/Minimum" -> "3935 maskrcnn/tf.cast_21/Cast"; +"3934 maskrcnn/tf.math.minimum_15/Minimum" -> "3962 maskrcnn/tf.math.subtract_42/Sub"; +"3935 maskrcnn/tf.cast_21/Cast" -> "3944 maskrcnn/tf.cast_21/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"3936 maskrcnn/tf.cast_21/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "3937 maskrcnn/tf.cast_21/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"3937 maskrcnn/tf.cast_21/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "3938 maskrcnn/tf.cast_21/fake_quantize/SymmQuant/Abs"; +"3938 maskrcnn/tf.cast_21/fake_quantize/SymmQuant/Abs" -> "3940 maskrcnn/tf.cast_21/fake_quantize/SymmQuant/add"; +"3939 maskrcnn/tf.cast_21/fake_quantize/SymmQuant/add/y" -> "3940 maskrcnn/tf.cast_21/fake_quantize/SymmQuant/add"; +"3940 maskrcnn/tf.cast_21/fake_quantize/SymmQuant/add" -> "3943 maskrcnn/tf.cast_21/fake_quantize/SymmQuant/mul"; +"3940 maskrcnn/tf.cast_21/fake_quantize/SymmQuant/add" -> "3944 maskrcnn/tf.cast_21/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"3941 maskrcnn/tf.cast_21/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "3942 maskrcnn/tf.cast_21/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"3942 maskrcnn/tf.cast_21/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "3943 maskrcnn/tf.cast_21/fake_quantize/SymmQuant/mul"; +"3943 maskrcnn/tf.cast_21/fake_quantize/SymmQuant/mul" -> "3944 maskrcnn/tf.cast_21/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"3944 maskrcnn/tf.cast_21/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "3946 maskrcnn/tf.math.pow/Pow"; +"3946 maskrcnn/tf.math.pow/Pow" -> "3955 maskrcnn/tf.math.pow/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"3947 maskrcnn/tf.math.pow/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "3948 maskrcnn/tf.math.pow/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"3948 maskrcnn/tf.math.pow/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "3949 maskrcnn/tf.math.pow/fake_quantize/SymmQuant/Abs"; +"3949 maskrcnn/tf.math.pow/fake_quantize/SymmQuant/Abs" -> "3951 maskrcnn/tf.math.pow/fake_quantize/SymmQuant/add"; +"3950 maskrcnn/tf.math.pow/fake_quantize/SymmQuant/add/y" -> "3951 maskrcnn/tf.math.pow/fake_quantize/SymmQuant/add"; +"3951 maskrcnn/tf.math.pow/fake_quantize/SymmQuant/add" -> "3954 maskrcnn/tf.math.pow/fake_quantize/SymmQuant/mul"; +"3951 maskrcnn/tf.math.pow/fake_quantize/SymmQuant/add" -> "3955 maskrcnn/tf.math.pow/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"3952 maskrcnn/tf.math.pow/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "3953 maskrcnn/tf.math.pow/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"3953 maskrcnn/tf.math.pow/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "3954 maskrcnn/tf.math.pow/fake_quantize/SymmQuant/mul"; +"3954 maskrcnn/tf.math.pow/fake_quantize/SymmQuant/mul" -> "3955 maskrcnn/tf.math.pow/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"3955 maskrcnn/tf.math.pow/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "3957 maskrcnn/tf.expand_dims_12/ExpandDims"; +"3955 maskrcnn/tf.math.pow/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "3958 maskrcnn/tf.math.truediv_2/truediv"; +"3955 maskrcnn/tf.math.pow/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "3959 maskrcnn/tf.math.truediv_3/truediv"; +"3956 maskrcnn/tf.expand_dims_12/ExpandDims/dim" -> "3957 maskrcnn/tf.expand_dims_12/ExpandDims"; +"3957 maskrcnn/tf.expand_dims_12/ExpandDims" -> "3960 maskrcnn/tf.math.truediv_1/truediv"; +"3958 maskrcnn/tf.math.truediv_2/truediv" -> "3971 maskrcnn/tf.math.truediv_2/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"3959 maskrcnn/tf.math.truediv_3/truediv" -> "3980 maskrcnn/tf.math.truediv_3/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"3960 maskrcnn/tf.math.truediv_1/truediv" -> "3989 maskrcnn/tf.math.truediv_1/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"3961 maskrcnn/tf.math.subtract_42/Sub/y" -> "3962 maskrcnn/tf.math.subtract_42/Sub"; +"3962 maskrcnn/tf.math.subtract_42/Sub" -> "3990 maskrcnn/tf.cast_23/Cast"; +"3962 maskrcnn/tf.math.subtract_42/Sub" -> "4691 maskrcnn/tf.compat.v1.gather_1/GatherV2"; +"3962 maskrcnn/tf.math.subtract_42/Sub" -> "4728 maskrcnn/tf.compat.v1.gather/GatherV2"; +"3963 maskrcnn/tf.math.truediv_2/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "3964 maskrcnn/tf.math.truediv_2/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"3964 maskrcnn/tf.math.truediv_2/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "3965 maskrcnn/tf.math.truediv_2/fake_quantize/SymmQuant/Abs"; +"3965 maskrcnn/tf.math.truediv_2/fake_quantize/SymmQuant/Abs" -> "3967 maskrcnn/tf.math.truediv_2/fake_quantize/SymmQuant/add"; +"3966 maskrcnn/tf.math.truediv_2/fake_quantize/SymmQuant/add/y" -> "3967 maskrcnn/tf.math.truediv_2/fake_quantize/SymmQuant/add"; +"3967 maskrcnn/tf.math.truediv_2/fake_quantize/SymmQuant/add" -> "3970 maskrcnn/tf.math.truediv_2/fake_quantize/SymmQuant/mul"; +"3967 maskrcnn/tf.math.truediv_2/fake_quantize/SymmQuant/add" -> "3971 maskrcnn/tf.math.truediv_2/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"3968 maskrcnn/tf.math.truediv_2/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "3969 maskrcnn/tf.math.truediv_2/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"3969 maskrcnn/tf.math.truediv_2/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "3970 maskrcnn/tf.math.truediv_2/fake_quantize/SymmQuant/mul"; +"3970 maskrcnn/tf.math.truediv_2/fake_quantize/SymmQuant/mul" -> "3971 maskrcnn/tf.math.truediv_2/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"3971 maskrcnn/tf.math.truediv_2/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "3998 maskrcnn/tf.expand_dims_14/ExpandDims"; +"3972 maskrcnn/tf.math.truediv_3/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "3973 maskrcnn/tf.math.truediv_3/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"3973 maskrcnn/tf.math.truediv_3/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "3974 maskrcnn/tf.math.truediv_3/fake_quantize/SymmQuant/Abs"; +"3974 maskrcnn/tf.math.truediv_3/fake_quantize/SymmQuant/Abs" -> "3976 maskrcnn/tf.math.truediv_3/fake_quantize/SymmQuant/add"; +"3975 maskrcnn/tf.math.truediv_3/fake_quantize/SymmQuant/add/y" -> "3976 maskrcnn/tf.math.truediv_3/fake_quantize/SymmQuant/add"; +"3976 maskrcnn/tf.math.truediv_3/fake_quantize/SymmQuant/add" -> "3979 maskrcnn/tf.math.truediv_3/fake_quantize/SymmQuant/mul"; +"3976 maskrcnn/tf.math.truediv_3/fake_quantize/SymmQuant/add" -> "3980 maskrcnn/tf.math.truediv_3/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"3977 maskrcnn/tf.math.truediv_3/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "3978 maskrcnn/tf.math.truediv_3/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"3978 maskrcnn/tf.math.truediv_3/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "3979 maskrcnn/tf.math.truediv_3/fake_quantize/SymmQuant/mul"; +"3979 maskrcnn/tf.math.truediv_3/fake_quantize/SymmQuant/mul" -> "3980 maskrcnn/tf.math.truediv_3/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"3980 maskrcnn/tf.math.truediv_3/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "3996 maskrcnn/tf.expand_dims_13/ExpandDims"; +"3981 maskrcnn/tf.math.truediv_1/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "3982 maskrcnn/tf.math.truediv_1/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"3982 maskrcnn/tf.math.truediv_1/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "3983 maskrcnn/tf.math.truediv_1/fake_quantize/SymmQuant/Abs"; +"3983 maskrcnn/tf.math.truediv_1/fake_quantize/SymmQuant/Abs" -> "3985 maskrcnn/tf.math.truediv_1/fake_quantize/SymmQuant/add"; +"3984 maskrcnn/tf.math.truediv_1/fake_quantize/SymmQuant/add/y" -> "3985 maskrcnn/tf.math.truediv_1/fake_quantize/SymmQuant/add"; +"3985 maskrcnn/tf.math.truediv_1/fake_quantize/SymmQuant/add" -> "3988 maskrcnn/tf.math.truediv_1/fake_quantize/SymmQuant/mul"; +"3985 maskrcnn/tf.math.truediv_1/fake_quantize/SymmQuant/add" -> "3989 maskrcnn/tf.math.truediv_1/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"3986 maskrcnn/tf.math.truediv_1/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "3987 maskrcnn/tf.math.truediv_1/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"3987 maskrcnn/tf.math.truediv_1/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "3988 maskrcnn/tf.math.truediv_1/fake_quantize/SymmQuant/mul"; +"3988 maskrcnn/tf.math.truediv_1/fake_quantize/SymmQuant/mul" -> "3989 maskrcnn/tf.math.truediv_1/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"3989 maskrcnn/tf.math.truediv_1/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "3994 maskrcnn/tf.__operators__.getitem_27/strided_slice"; +"3990 maskrcnn/tf.cast_23/Cast" -> "4009 maskrcnn/tf.cast_23/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"3991 maskrcnn/tf.__operators__.getitem_27/strided_slice/stack" -> "3994 maskrcnn/tf.__operators__.getitem_27/strided_slice"; +"3992 maskrcnn/tf.__operators__.getitem_27/strided_slice/stack_1" -> "3994 maskrcnn/tf.__operators__.getitem_27/strided_slice"; +"3993 maskrcnn/tf.__operators__.getitem_27/strided_slice/stack_2" -> "3994 maskrcnn/tf.__operators__.getitem_27/strided_slice"; +"3994 maskrcnn/tf.__operators__.getitem_27/strided_slice" -> "4000 maskrcnn/tf.concat_11/concat"; +"3995 maskrcnn/tf.expand_dims_13/ExpandDims/dim" -> "3996 maskrcnn/tf.expand_dims_13/ExpandDims"; +"3996 maskrcnn/tf.expand_dims_13/ExpandDims" -> "4000 maskrcnn/tf.concat_11/concat"; +"3997 maskrcnn/tf.expand_dims_14/ExpandDims/dim" -> "3998 maskrcnn/tf.expand_dims_14/ExpandDims"; +"3998 maskrcnn/tf.expand_dims_14/ExpandDims" -> "4000 maskrcnn/tf.concat_11/concat"; +"3999 maskrcnn/tf.concat_11/concat/axis" -> "4000 maskrcnn/tf.concat_11/concat"; +"4000 maskrcnn/tf.concat_11/concat" -> "4017 maskrcnn/tf.__operators__.getitem_55/strided_slice"; +"4000 maskrcnn/tf.concat_11/concat" -> "4021 maskrcnn/tf.__operators__.getitem_51/strided_slice"; +"4000 maskrcnn/tf.concat_11/concat" -> "4025 maskrcnn/tf.__operators__.getitem_47/strided_slice"; +"4000 maskrcnn/tf.concat_11/concat" -> "4029 maskrcnn/tf.__operators__.getitem_43/strided_slice"; +"4000 maskrcnn/tf.concat_11/concat" -> "4033 maskrcnn/tf.__operators__.getitem_39/strided_slice"; +"4000 maskrcnn/tf.concat_11/concat" -> "4037 maskrcnn/tf.__operators__.getitem_35/strided_slice"; +"4000 maskrcnn/tf.concat_11/concat" -> "4041 maskrcnn/tf.__operators__.getitem_31/strided_slice"; +"4000 maskrcnn/tf.concat_11/concat" -> "4068 maskrcnn/tf.__operators__.getitem_53/strided_slice"; +"4000 maskrcnn/tf.concat_11/concat" -> "4072 maskrcnn/tf.__operators__.getitem_49/strided_slice"; +"4000 maskrcnn/tf.concat_11/concat" -> "4076 maskrcnn/tf.__operators__.getitem_45/strided_slice"; +"4000 maskrcnn/tf.concat_11/concat" -> "4080 maskrcnn/tf.__operators__.getitem_41/strided_slice"; +"4000 maskrcnn/tf.concat_11/concat" -> "4084 maskrcnn/tf.__operators__.getitem_37/strided_slice"; +"4000 maskrcnn/tf.concat_11/concat" -> "4088 maskrcnn/tf.__operators__.getitem_33/strided_slice"; +"4000 maskrcnn/tf.concat_11/concat" -> "4092 maskrcnn/tf.__operators__.getitem_29/strided_slice"; +"4000 maskrcnn/tf.concat_11/concat" -> "4280 maskrcnn/tf.__operators__.getitem_54/strided_slice"; +"4000 maskrcnn/tf.concat_11/concat" -> "4293 maskrcnn/tf.__operators__.getitem_50/strided_slice"; +"4000 maskrcnn/tf.concat_11/concat" -> "4306 maskrcnn/tf.__operators__.getitem_46/strided_slice"; +"4000 maskrcnn/tf.concat_11/concat" -> "4319 maskrcnn/tf.__operators__.getitem_42/strided_slice"; +"4000 maskrcnn/tf.concat_11/concat" -> "4332 maskrcnn/tf.__operators__.getitem_38/strided_slice"; +"4000 maskrcnn/tf.concat_11/concat" -> "4345 maskrcnn/tf.__operators__.getitem_34/strided_slice"; +"4000 maskrcnn/tf.concat_11/concat" -> "4358 maskrcnn/tf.__operators__.getitem_30/strided_slice"; +"4000 maskrcnn/tf.concat_11/concat" -> "4411 maskrcnn/tf.__operators__.getitem_52/strided_slice"; +"4000 maskrcnn/tf.concat_11/concat" -> "4424 maskrcnn/tf.__operators__.getitem_48/strided_slice"; +"4000 maskrcnn/tf.concat_11/concat" -> "4437 maskrcnn/tf.__operators__.getitem_44/strided_slice"; +"4000 maskrcnn/tf.concat_11/concat" -> "4450 maskrcnn/tf.__operators__.getitem_40/strided_slice"; +"4000 maskrcnn/tf.concat_11/concat" -> "4463 maskrcnn/tf.__operators__.getitem_36/strided_slice"; +"4000 maskrcnn/tf.concat_11/concat" -> "4476 maskrcnn/tf.__operators__.getitem_32/strided_slice"; +"4000 maskrcnn/tf.concat_11/concat" -> "4489 maskrcnn/tf.__operators__.getitem_28/strided_slice"; +"4001 maskrcnn/tf.cast_23/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "4002 maskrcnn/tf.cast_23/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"4002 maskrcnn/tf.cast_23/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "4003 maskrcnn/tf.cast_23/fake_quantize/SymmQuant/Abs"; +"4003 maskrcnn/tf.cast_23/fake_quantize/SymmQuant/Abs" -> "4005 maskrcnn/tf.cast_23/fake_quantize/SymmQuant/add"; +"4004 maskrcnn/tf.cast_23/fake_quantize/SymmQuant/add/y" -> "4005 maskrcnn/tf.cast_23/fake_quantize/SymmQuant/add"; +"4005 maskrcnn/tf.cast_23/fake_quantize/SymmQuant/add" -> "4008 maskrcnn/tf.cast_23/fake_quantize/SymmQuant/mul"; +"4005 maskrcnn/tf.cast_23/fake_quantize/SymmQuant/add" -> "4009 maskrcnn/tf.cast_23/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"4006 maskrcnn/tf.cast_23/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "4007 maskrcnn/tf.cast_23/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"4007 maskrcnn/tf.cast_23/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "4008 maskrcnn/tf.cast_23/fake_quantize/SymmQuant/mul"; +"4008 maskrcnn/tf.cast_23/fake_quantize/SymmQuant/mul" -> "4009 maskrcnn/tf.cast_23/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"4009 maskrcnn/tf.cast_23/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "4013 maskrcnn/tf.math.pow_1/Pow"; +"4011 maskrcnn/tf.math.pow_1/Pow/x/0" -> "4012 maskrcnn/tf.math.pow_1/Pow/x"; +"4012 maskrcnn/tf.math.pow_1/Pow/x" -> "4013 maskrcnn/tf.math.pow_1/Pow"; +"4013 maskrcnn/tf.math.pow_1/Pow" -> "4050 maskrcnn/tf.math.pow_1/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"4014 maskrcnn/tf.__operators__.getitem_55/strided_slice/stack" -> "4017 maskrcnn/tf.__operators__.getitem_55/strided_slice"; +"4015 maskrcnn/tf.__operators__.getitem_55/strided_slice/stack_1" -> "4017 maskrcnn/tf.__operators__.getitem_55/strided_slice"; +"4016 maskrcnn/tf.__operators__.getitem_55/strided_slice/stack_2" -> "4017 maskrcnn/tf.__operators__.getitem_55/strided_slice"; +"4017 maskrcnn/tf.__operators__.getitem_55/strided_slice" -> "4052 maskrcnn/tf.math.multiply_45/Mul"; +"4018 maskrcnn/tf.__operators__.getitem_51/strided_slice/stack" -> "4021 maskrcnn/tf.__operators__.getitem_51/strided_slice"; +"4019 maskrcnn/tf.__operators__.getitem_51/strided_slice/stack_1" -> "4021 maskrcnn/tf.__operators__.getitem_51/strided_slice"; +"4020 maskrcnn/tf.__operators__.getitem_51/strided_slice/stack_2" -> "4021 maskrcnn/tf.__operators__.getitem_51/strided_slice"; +"4021 maskrcnn/tf.__operators__.getitem_51/strided_slice" -> "4054 maskrcnn/tf.math.multiply_43/Mul"; +"4022 maskrcnn/tf.__operators__.getitem_47/strided_slice/stack" -> "4025 maskrcnn/tf.__operators__.getitem_47/strided_slice"; +"4023 maskrcnn/tf.__operators__.getitem_47/strided_slice/stack_1" -> "4025 maskrcnn/tf.__operators__.getitem_47/strided_slice"; +"4024 maskrcnn/tf.__operators__.getitem_47/strided_slice/stack_2" -> "4025 maskrcnn/tf.__operators__.getitem_47/strided_slice"; +"4025 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maskrcnn/tf.math.subtract_46/fake_quantize_I0/SymmQuant/Abs/ReadVariableOp" -> "4586 maskrcnn/tf.math.subtract_46/fake_quantize_I0/SymmQuant/Abs"; +"4586 maskrcnn/tf.math.subtract_46/fake_quantize_I0/SymmQuant/Abs" -> "4588 maskrcnn/tf.math.subtract_46/fake_quantize_I0/SymmQuant/add"; +"4587 maskrcnn/tf.math.subtract_46/fake_quantize_I0/SymmQuant/add/y" -> "4588 maskrcnn/tf.math.subtract_46/fake_quantize_I0/SymmQuant/add"; +"4588 maskrcnn/tf.math.subtract_46/fake_quantize_I0/SymmQuant/add" -> "4591 maskrcnn/tf.math.subtract_46/fake_quantize_I0/SymmQuant/mul"; +"4588 maskrcnn/tf.math.subtract_46/fake_quantize_I0/SymmQuant/add" -> "4592 maskrcnn/tf.math.subtract_46/fake_quantize_I0/SymmQuant/FakeQuantWithMinMaxVars"; +"4589 maskrcnn/tf.math.subtract_46/fake_quantize_I0/SymmQuant/mul/ReadVariableOp/resource" -> "4590 maskrcnn/tf.math.subtract_46/fake_quantize_I0/SymmQuant/mul/ReadVariableOp"; +"4590 maskrcnn/tf.math.subtract_46/fake_quantize_I0/SymmQuant/mul/ReadVariableOp" -> "4591 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maskrcnn/tf.math.subtract_45/fake_quantize_I1/SymmQuant/FakeQuantWithMinMaxVars" -> "4641 maskrcnn/tf.math.subtract_45/Sub"; +"4620 maskrcnn/tf.__operators__.add_54/fake_quantize_I0/SymmQuant/Abs/ReadVariableOp/resource" -> "4621 maskrcnn/tf.__operators__.add_54/fake_quantize_I0/SymmQuant/Abs/ReadVariableOp"; +"4621 maskrcnn/tf.__operators__.add_54/fake_quantize_I0/SymmQuant/Abs/ReadVariableOp" -> "4622 maskrcnn/tf.__operators__.add_54/fake_quantize_I0/SymmQuant/Abs"; +"4622 maskrcnn/tf.__operators__.add_54/fake_quantize_I0/SymmQuant/Abs" -> "4624 maskrcnn/tf.__operators__.add_54/fake_quantize_I0/SymmQuant/add"; +"4623 maskrcnn/tf.__operators__.add_54/fake_quantize_I0/SymmQuant/add/y" -> "4624 maskrcnn/tf.__operators__.add_54/fake_quantize_I0/SymmQuant/add"; +"4624 maskrcnn/tf.__operators__.add_54/fake_quantize_I0/SymmQuant/add" -> "4627 maskrcnn/tf.__operators__.add_54/fake_quantize_I0/SymmQuant/mul"; +"4624 maskrcnn/tf.__operators__.add_54/fake_quantize_I0/SymmQuant/add" -> "4628 maskrcnn/tf.__operators__.add_54/fake_quantize_I0/SymmQuant/FakeQuantWithMinMaxVars"; +"4625 maskrcnn/tf.__operators__.add_54/fake_quantize_I0/SymmQuant/mul/ReadVariableOp/resource" -> "4626 maskrcnn/tf.__operators__.add_54/fake_quantize_I0/SymmQuant/mul/ReadVariableOp"; +"4626 maskrcnn/tf.__operators__.add_54/fake_quantize_I0/SymmQuant/mul/ReadVariableOp" -> "4627 maskrcnn/tf.__operators__.add_54/fake_quantize_I0/SymmQuant/mul"; +"4627 maskrcnn/tf.__operators__.add_54/fake_quantize_I0/SymmQuant/mul" -> "4628 maskrcnn/tf.__operators__.add_54/fake_quantize_I0/SymmQuant/FakeQuantWithMinMaxVars"; +"4628 maskrcnn/tf.__operators__.add_54/fake_quantize_I0/SymmQuant/FakeQuantWithMinMaxVars" -> "4647 maskrcnn/tf.__operators__.add_54/AddV2"; +"4629 maskrcnn/tf.__operators__.add_55/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "4630 maskrcnn/tf.__operators__.add_55/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"4630 maskrcnn/tf.__operators__.add_55/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "4631 maskrcnn/tf.__operators__.add_55/fake_quantize/SymmQuant/Abs"; +"4631 maskrcnn/tf.__operators__.add_55/fake_quantize/SymmQuant/Abs" -> "4633 maskrcnn/tf.__operators__.add_55/fake_quantize/SymmQuant/add"; +"4632 maskrcnn/tf.__operators__.add_55/fake_quantize/SymmQuant/add/y" -> "4633 maskrcnn/tf.__operators__.add_55/fake_quantize/SymmQuant/add"; +"4633 maskrcnn/tf.__operators__.add_55/fake_quantize/SymmQuant/add" -> "4636 maskrcnn/tf.__operators__.add_55/fake_quantize/SymmQuant/mul"; +"4633 maskrcnn/tf.__operators__.add_55/fake_quantize/SymmQuant/add" -> "4637 maskrcnn/tf.__operators__.add_55/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"4634 maskrcnn/tf.__operators__.add_55/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "4635 maskrcnn/tf.__operators__.add_55/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"4635 maskrcnn/tf.__operators__.add_55/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "4636 maskrcnn/tf.__operators__.add_55/fake_quantize/SymmQuant/mul"; +"4636 maskrcnn/tf.__operators__.add_55/fake_quantize/SymmQuant/mul" -> "4637 maskrcnn/tf.__operators__.add_55/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"4637 maskrcnn/tf.__operators__.add_55/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "4648 maskrcnn/tf.math.minimum_19/Minimum"; +"4638 maskrcnn/tf.expand_dims_20/ExpandDims/dim" -> "4639 maskrcnn/tf.expand_dims_20/ExpandDims"; +"4639 maskrcnn/tf.expand_dims_20/ExpandDims" -> "4648 maskrcnn/tf.math.minimum_19/Minimum"; +"4640 maskrcnn/tf.math.subtract_46/Sub" -> "4657 maskrcnn/tf.math.subtract_46/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"4641 maskrcnn/tf.math.subtract_45/Sub" -> "4666 maskrcnn/tf.math.subtract_45/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"4642 maskrcnn/tf.__operators__.getitem_57/strided_slice/stack" -> "4645 maskrcnn/tf.__operators__.getitem_57/strided_slice"; +"4643 maskrcnn/tf.__operators__.getitem_57/strided_slice/stack_1" -> "4645 maskrcnn/tf.__operators__.getitem_57/strided_slice"; +"4644 maskrcnn/tf.__operators__.getitem_57/strided_slice/stack_2" -> "4645 maskrcnn/tf.__operators__.getitem_57/strided_slice"; +"4645 maskrcnn/tf.__operators__.getitem_57/strided_slice" -> "4677 maskrcnn/tf.expand_dims_18/ExpandDims"; +"4646 maskrcnn/tf.__operators__.add_54/y" -> "4647 maskrcnn/tf.__operators__.add_54/AddV2"; +"4647 maskrcnn/tf.__operators__.add_54/AddV2" -> "4675 maskrcnn/tf.__operators__.add_54/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"4648 maskrcnn/tf.math.minimum_19/Minimum" -> "4678 maskrcnn/tf.stack_9/stack"; +"4649 maskrcnn/tf.math.subtract_46/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "4650 maskrcnn/tf.math.subtract_46/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"4650 maskrcnn/tf.math.subtract_46/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "4651 maskrcnn/tf.math.subtract_46/fake_quantize/SymmQuant/Abs"; +"4651 maskrcnn/tf.math.subtract_46/fake_quantize/SymmQuant/Abs" -> "4653 maskrcnn/tf.math.subtract_46/fake_quantize/SymmQuant/add"; +"4652 maskrcnn/tf.math.subtract_46/fake_quantize/SymmQuant/add/y" -> "4653 maskrcnn/tf.math.subtract_46/fake_quantize/SymmQuant/add"; +"4653 maskrcnn/tf.math.subtract_46/fake_quantize/SymmQuant/add" -> "4656 maskrcnn/tf.math.subtract_46/fake_quantize/SymmQuant/mul"; +"4653 maskrcnn/tf.math.subtract_46/fake_quantize/SymmQuant/add" -> "4657 maskrcnn/tf.math.subtract_46/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"4654 maskrcnn/tf.math.subtract_46/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "4655 maskrcnn/tf.math.subtract_46/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"4655 maskrcnn/tf.math.subtract_46/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "4656 maskrcnn/tf.math.subtract_46/fake_quantize/SymmQuant/mul"; +"4656 maskrcnn/tf.math.subtract_46/fake_quantize/SymmQuant/mul" -> "4657 maskrcnn/tf.math.subtract_46/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"4657 maskrcnn/tf.math.subtract_46/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "4680 maskrcnn/tf.math.subtract_48/Sub"; +"4657 maskrcnn/tf.math.subtract_46/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "4716 maskrcnn/tf.stack_11/stack"; +"4658 maskrcnn/tf.math.subtract_45/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "4659 maskrcnn/tf.math.subtract_45/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"4659 maskrcnn/tf.math.subtract_45/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "4660 maskrcnn/tf.math.subtract_45/fake_quantize/SymmQuant/Abs"; +"4660 maskrcnn/tf.math.subtract_45/fake_quantize/SymmQuant/Abs" -> "4662 maskrcnn/tf.math.subtract_45/fake_quantize/SymmQuant/add"; +"4661 maskrcnn/tf.math.subtract_45/fake_quantize/SymmQuant/add/y" -> "4662 maskrcnn/tf.math.subtract_45/fake_quantize/SymmQuant/add"; +"4662 maskrcnn/tf.math.subtract_45/fake_quantize/SymmQuant/add" -> "4665 maskrcnn/tf.math.subtract_45/fake_quantize/SymmQuant/mul"; +"4662 maskrcnn/tf.math.subtract_45/fake_quantize/SymmQuant/add" -> "4666 maskrcnn/tf.math.subtract_45/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"4663 maskrcnn/tf.math.subtract_45/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "4664 maskrcnn/tf.math.subtract_45/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"4664 maskrcnn/tf.math.subtract_45/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "4665 maskrcnn/tf.math.subtract_45/fake_quantize/SymmQuant/mul"; +"4665 maskrcnn/tf.math.subtract_45/fake_quantize/SymmQuant/mul" -> "4666 maskrcnn/tf.math.subtract_45/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"4666 maskrcnn/tf.math.subtract_45/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "4682 maskrcnn/tf.math.subtract_47/Sub"; +"4666 maskrcnn/tf.math.subtract_45/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "4717 maskrcnn/tf.stack_10/stack"; +"4667 maskrcnn/tf.__operators__.add_54/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "4668 maskrcnn/tf.__operators__.add_54/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"4668 maskrcnn/tf.__operators__.add_54/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "4669 maskrcnn/tf.__operators__.add_54/fake_quantize/SymmQuant/Abs"; +"4669 maskrcnn/tf.__operators__.add_54/fake_quantize/SymmQuant/Abs" -> "4671 maskrcnn/tf.__operators__.add_54/fake_quantize/SymmQuant/add"; +"4670 maskrcnn/tf.__operators__.add_54/fake_quantize/SymmQuant/add/y" -> "4671 maskrcnn/tf.__operators__.add_54/fake_quantize/SymmQuant/add"; +"4671 maskrcnn/tf.__operators__.add_54/fake_quantize/SymmQuant/add" -> "4674 maskrcnn/tf.__operators__.add_54/fake_quantize/SymmQuant/mul"; +"4671 maskrcnn/tf.__operators__.add_54/fake_quantize/SymmQuant/add" -> "4675 maskrcnn/tf.__operators__.add_54/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"4672 maskrcnn/tf.__operators__.add_54/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "4673 maskrcnn/tf.__operators__.add_54/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"4673 maskrcnn/tf.__operators__.add_54/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "4674 maskrcnn/tf.__operators__.add_54/fake_quantize/SymmQuant/mul"; +"4674 maskrcnn/tf.__operators__.add_54/fake_quantize/SymmQuant/mul" -> "4675 maskrcnn/tf.__operators__.add_54/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"4675 maskrcnn/tf.__operators__.add_54/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "4683 maskrcnn/tf.math.minimum_17/Minimum"; +"4676 maskrcnn/tf.expand_dims_18/ExpandDims/dim" -> "4677 maskrcnn/tf.expand_dims_18/ExpandDims"; +"4677 maskrcnn/tf.expand_dims_18/ExpandDims" -> "4683 maskrcnn/tf.math.minimum_17/Minimum"; +"4678 maskrcnn/tf.stack_9/stack" -> "4693 maskrcnn/tf.reshape_23/Reshape"; +"4680 maskrcnn/tf.math.subtract_48/Sub" -> "4702 maskrcnn/tf.math.subtract_48/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"4682 maskrcnn/tf.math.subtract_47/Sub" -> "4711 maskrcnn/tf.math.subtract_47/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"4683 maskrcnn/tf.math.minimum_17/Minimum" -> "4712 maskrcnn/tf.stack_8/stack"; +"4689 maskrcnn/tf.compat.v1.gather_1/GatherV2/params" -> "4691 maskrcnn/tf.compat.v1.gather_1/GatherV2"; +"4690 maskrcnn/tf.compat.v1.gather_1/GatherV2/axis" -> "4691 maskrcnn/tf.compat.v1.gather_1/GatherV2"; +"4691 maskrcnn/tf.compat.v1.gather_1/GatherV2" -> "4715 maskrcnn/tf.expand_dims_21/ExpandDims"; +"4692 maskrcnn/tf.reshape_23/Reshape/shape" -> "4693 maskrcnn/tf.reshape_23/Reshape"; +"4693 maskrcnn/tf.reshape_23/Reshape" -> "4713 maskrcnn/tf.cast_26/Cast"; +"4694 maskrcnn/tf.math.subtract_48/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "4695 maskrcnn/tf.math.subtract_48/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"4695 maskrcnn/tf.math.subtract_48/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "4696 maskrcnn/tf.math.subtract_48/fake_quantize/SymmQuant/Abs"; +"4696 maskrcnn/tf.math.subtract_48/fake_quantize/SymmQuant/Abs" -> "4698 maskrcnn/tf.math.subtract_48/fake_quantize/SymmQuant/add"; +"4697 maskrcnn/tf.math.subtract_48/fake_quantize/SymmQuant/add/y" -> "4698 maskrcnn/tf.math.subtract_48/fake_quantize/SymmQuant/add"; +"4698 maskrcnn/tf.math.subtract_48/fake_quantize/SymmQuant/add" -> "4701 maskrcnn/tf.math.subtract_48/fake_quantize/SymmQuant/mul"; +"4698 maskrcnn/tf.math.subtract_48/fake_quantize/SymmQuant/add" -> "4702 maskrcnn/tf.math.subtract_48/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"4699 maskrcnn/tf.math.subtract_48/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "4700 maskrcnn/tf.math.subtract_48/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"4700 maskrcnn/tf.math.subtract_48/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "4701 maskrcnn/tf.math.subtract_48/fake_quantize/SymmQuant/mul"; +"4701 maskrcnn/tf.math.subtract_48/fake_quantize/SymmQuant/mul" -> "4702 maskrcnn/tf.math.subtract_48/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"4702 maskrcnn/tf.math.subtract_48/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "4716 maskrcnn/tf.stack_11/stack"; +"4703 maskrcnn/tf.math.subtract_47/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "4704 maskrcnn/tf.math.subtract_47/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"4704 maskrcnn/tf.math.subtract_47/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "4705 maskrcnn/tf.math.subtract_47/fake_quantize/SymmQuant/Abs"; +"4705 maskrcnn/tf.math.subtract_47/fake_quantize/SymmQuant/Abs" -> "4707 maskrcnn/tf.math.subtract_47/fake_quantize/SymmQuant/add"; +"4706 maskrcnn/tf.math.subtract_47/fake_quantize/SymmQuant/add/y" -> "4707 maskrcnn/tf.math.subtract_47/fake_quantize/SymmQuant/add"; +"4707 maskrcnn/tf.math.subtract_47/fake_quantize/SymmQuant/add" -> "4710 maskrcnn/tf.math.subtract_47/fake_quantize/SymmQuant/mul"; +"4707 maskrcnn/tf.math.subtract_47/fake_quantize/SymmQuant/add" -> "4711 maskrcnn/tf.math.subtract_47/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"4708 maskrcnn/tf.math.subtract_47/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "4709 maskrcnn/tf.math.subtract_47/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"4709 maskrcnn/tf.math.subtract_47/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "4710 maskrcnn/tf.math.subtract_47/fake_quantize/SymmQuant/mul"; +"4710 maskrcnn/tf.math.subtract_47/fake_quantize/SymmQuant/mul" -> "4711 maskrcnn/tf.math.subtract_47/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"4711 maskrcnn/tf.math.subtract_47/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "4717 maskrcnn/tf.stack_10/stack"; +"4712 maskrcnn/tf.stack_8/stack" -> "4719 maskrcnn/tf.reshape_22/Reshape"; +"4713 maskrcnn/tf.cast_26/Cast" -> "4720 maskrcnn/tf.math.multiply_46/Mul"; +"4714 maskrcnn/tf.expand_dims_21/ExpandDims/dim" -> "4715 maskrcnn/tf.expand_dims_21/ExpandDims"; +"4715 maskrcnn/tf.expand_dims_21/ExpandDims" -> "4720 maskrcnn/tf.math.multiply_46/Mul"; +"4716 maskrcnn/tf.stack_11/stack" -> "4730 maskrcnn/tf.reshape_21/Reshape"; +"4717 maskrcnn/tf.stack_10/stack" -> "4732 maskrcnn/tf.reshape_20/Reshape"; +"4718 maskrcnn/tf.reshape_22/Reshape/shape" -> "4719 maskrcnn/tf.reshape_22/Reshape"; +"4719 maskrcnn/tf.reshape_22/Reshape" -> "4733 maskrcnn/tf.cast_25/Cast"; +"4720 maskrcnn/tf.math.multiply_46/Mul" -> "4735 maskrcnn/tf.reshape_25/Reshape"; +"4726 maskrcnn/tf.compat.v1.gather/GatherV2/params" -> "4728 maskrcnn/tf.compat.v1.gather/GatherV2"; +"4727 maskrcnn/tf.compat.v1.gather/GatherV2/axis" -> "4728 maskrcnn/tf.compat.v1.gather/GatherV2"; +"4728 maskrcnn/tf.compat.v1.gather/GatherV2" -> "4737 maskrcnn/tf.reshape_24/Reshape"; +"4729 maskrcnn/tf.reshape_21/Reshape/shape" -> "4730 maskrcnn/tf.reshape_21/Reshape"; +"4730 maskrcnn/tf.reshape_21/Reshape" -> "4741 maskrcnn/tf.reshape_30/Reshape"; +"4731 maskrcnn/tf.reshape_20/Reshape/shape" -> "4732 maskrcnn/tf.reshape_20/Reshape"; +"4732 maskrcnn/tf.reshape_20/Reshape" -> "4739 maskrcnn/tf.reshape_29/Reshape"; +"4733 maskrcnn/tf.cast_25/Cast" -> "4743 maskrcnn/tf.reshape_26/Reshape"; +"4734 maskrcnn/tf.reshape_25/Reshape/shape" -> "4735 maskrcnn/tf.reshape_25/Reshape"; +"4735 maskrcnn/tf.reshape_25/Reshape" -> "4747 maskrcnn/tf.tile_1/Tile"; +"4736 maskrcnn/tf.reshape_24/Reshape/shape" -> "4737 maskrcnn/tf.reshape_24/Reshape"; +"4737 maskrcnn/tf.reshape_24/Reshape" -> "4745 maskrcnn/tf.tile/Tile"; +"4738 maskrcnn/tf.reshape_29/Reshape/shape" -> "4739 maskrcnn/tf.reshape_29/Reshape"; +"4739 maskrcnn/tf.reshape_29/Reshape" -> "4748 maskrcnn/tf.math.multiply_47/Mul"; +"4740 maskrcnn/tf.reshape_30/Reshape/shape" -> "4741 maskrcnn/tf.reshape_30/Reshape"; +"4741 maskrcnn/tf.reshape_30/Reshape" -> "4748 maskrcnn/tf.math.multiply_47/Mul"; +"4742 maskrcnn/tf.reshape_26/Reshape/shape" -> "4743 maskrcnn/tf.reshape_26/Reshape"; +"4743 maskrcnn/tf.reshape_26/Reshape" -> "4751 maskrcnn/tf.tile_2/Tile"; +"4744 maskrcnn/tf.tile/Tile/multiples" -> "4745 maskrcnn/tf.tile/Tile"; +"4745 maskrcnn/tf.tile/Tile" -> "4749 maskrcnn/tf.__operators__.add_56/AddV2"; +"4746 maskrcnn/tf.tile_1/Tile/multiples" -> "4747 maskrcnn/tf.tile_1/Tile"; +"4747 maskrcnn/tf.tile_1/Tile" -> "4749 maskrcnn/tf.__operators__.add_56/AddV2"; +"4748 maskrcnn/tf.math.multiply_47/Mul" -> "4760 maskrcnn/tf.math.multiply_47/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"4749 maskrcnn/tf.__operators__.add_56/AddV2" -> "4761 maskrcnn/tf.__operators__.add_57/AddV2"; +"4750 maskrcnn/tf.tile_2/Tile/multiples" -> "4751 maskrcnn/tf.tile_2/Tile"; +"4751 maskrcnn/tf.tile_2/Tile" -> "4761 maskrcnn/tf.__operators__.add_57/AddV2"; +"4752 maskrcnn/tf.math.multiply_47/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "4753 maskrcnn/tf.math.multiply_47/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"4753 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-> "5372 maskrcnn/tf.stack_16/stack"; +"4908 maskrcnn/tf.__operators__.getitem_62/strided_slice/stack" -> "4911 maskrcnn/tf.__operators__.getitem_62/strided_slice"; +"4909 maskrcnn/tf.__operators__.getitem_62/strided_slice/stack_1" -> "4911 maskrcnn/tf.__operators__.getitem_62/strided_slice"; +"4910 maskrcnn/tf.__operators__.getitem_62/strided_slice/stack_2" -> "4911 maskrcnn/tf.__operators__.getitem_62/strided_slice"; +"4911 maskrcnn/tf.__operators__.getitem_62/strided_slice" -> "4947 maskrcnn/tf.stack_12/stack"; +"4911 maskrcnn/tf.__operators__.getitem_62/strided_slice" -> "4948 maskrcnn/tf.math.multiply_50/Mul"; +"4911 maskrcnn/tf.__operators__.getitem_62/strided_slice" -> "5372 maskrcnn/tf.stack_16/stack"; +"4912 maskrcnn/tf.__operators__.getitem_63/strided_slice/stack" -> "4915 maskrcnn/tf.__operators__.getitem_63/strided_slice"; +"4913 maskrcnn/tf.__operators__.getitem_63/strided_slice/stack_1" -> "4915 maskrcnn/tf.__operators__.getitem_63/strided_slice"; +"4914 maskrcnn/tf.__operators__.getitem_63/strided_slice/stack_2" -> "4915 maskrcnn/tf.__operators__.getitem_63/strided_slice"; +"4915 maskrcnn/tf.__operators__.getitem_63/strided_slice" -> "4936 maskrcnn/tf.math.subtract_49/Sub"; +"4915 maskrcnn/tf.__operators__.getitem_63/strided_slice" -> "4947 maskrcnn/tf.stack_12/stack"; +"4915 maskrcnn/tf.__operators__.getitem_63/strided_slice" -> "4952 maskrcnn/tf.math.subtract_50/Sub"; +"4915 maskrcnn/tf.__operators__.getitem_63/strided_slice" -> "5359 maskrcnn/tf.math.subtract_61/Sub"; +"4916 maskrcnn/box-predict/SymmQuant/Abs/ReadVariableOp/resource" -> "4917 maskrcnn/box-predict/SymmQuant/Abs/ReadVariableOp"; +"4917 maskrcnn/box-predict/SymmQuant/Abs/ReadVariableOp" -> "4918 maskrcnn/box-predict/SymmQuant/Abs"; +"4918 maskrcnn/box-predict/SymmQuant/Abs" -> "4920 maskrcnn/box-predict/SymmQuant/add"; +"4919 maskrcnn/box-predict/SymmQuant/add/y" -> "4920 maskrcnn/box-predict/SymmQuant/add"; +"4920 maskrcnn/box-predict/SymmQuant/add" -> "4923 maskrcnn/box-predict/SymmQuant/mul"; +"4920 maskrcnn/box-predict/SymmQuant/add" -> "4926 maskrcnn/box-predict/SymmQuant/FakeQuantWithMinMaxVars"; +"4921 maskrcnn/box-predict/SymmQuant/mul/ReadVariableOp/resource" -> "4922 maskrcnn/box-predict/SymmQuant/mul/ReadVariableOp"; +"4922 maskrcnn/box-predict/SymmQuant/mul/ReadVariableOp" -> "4923 maskrcnn/box-predict/SymmQuant/mul"; +"4923 maskrcnn/box-predict/SymmQuant/mul" -> "4926 maskrcnn/box-predict/SymmQuant/FakeQuantWithMinMaxVars"; +"4924 maskrcnn/box-predict/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "4925 maskrcnn/box-predict/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"4925 maskrcnn/box-predict/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "4926 maskrcnn/box-predict/SymmQuant/FakeQuantWithMinMaxVars"; +"4926 maskrcnn/box-predict/SymmQuant/FakeQuantWithMinMaxVars" -> "4929 maskrcnn/box-predict/Tensordot/MatMul"; +"4927 maskrcnn/box-predict/Tensordot/Reshape/shape" -> "4928 maskrcnn/box-predict/Tensordot/Reshape"; +"4928 maskrcnn/box-predict/Tensordot/Reshape" -> "4929 maskrcnn/box-predict/Tensordot/MatMul"; +"4929 maskrcnn/box-predict/Tensordot/MatMul" -> "4931 maskrcnn/box-predict/Tensordot"; +"4930 maskrcnn/box-predict/Tensordot/shape" -> "4931 maskrcnn/box-predict/Tensordot"; +"4931 maskrcnn/box-predict/Tensordot" -> "4934 maskrcnn/box-predict/BiasAdd"; +"4932 maskrcnn/box-predict/BiasAdd/ReadVariableOp/resource" -> "4933 maskrcnn/box-predict/BiasAdd/ReadVariableOp"; +"4933 maskrcnn/box-predict/BiasAdd/ReadVariableOp" -> "4934 maskrcnn/box-predict/BiasAdd"; +"4934 maskrcnn/box-predict/BiasAdd" -> "4945 maskrcnn/tf.reshape_35/fake_quantize_I0/SymmQuant/FakeQuantWithMinMaxVars"; +"4934 maskrcnn/box-predict/BiasAdd" -> "19979 Identity"; +"4935 maskrcnn/tf.math.subtract_49/Sub/y" -> "4936 maskrcnn/tf.math.subtract_49/Sub"; +"4936 maskrcnn/tf.math.subtract_49/Sub" -> "4948 maskrcnn/tf.math.multiply_50/Mul"; +"4937 maskrcnn/tf.reshape_35/fake_quantize_I0/SymmQuant/Abs/ReadVariableOp/resource" -> "4938 maskrcnn/tf.reshape_35/fake_quantize_I0/SymmQuant/Abs/ReadVariableOp"; +"4938 maskrcnn/tf.reshape_35/fake_quantize_I0/SymmQuant/Abs/ReadVariableOp" -> "4939 maskrcnn/tf.reshape_35/fake_quantize_I0/SymmQuant/Abs"; +"4939 maskrcnn/tf.reshape_35/fake_quantize_I0/SymmQuant/Abs" -> "4941 maskrcnn/tf.reshape_35/fake_quantize_I0/SymmQuant/add"; +"4940 maskrcnn/tf.reshape_35/fake_quantize_I0/SymmQuant/add/y" -> "4941 maskrcnn/tf.reshape_35/fake_quantize_I0/SymmQuant/add"; +"4941 maskrcnn/tf.reshape_35/fake_quantize_I0/SymmQuant/add" -> "4944 maskrcnn/tf.reshape_35/fake_quantize_I0/SymmQuant/mul"; +"4941 maskrcnn/tf.reshape_35/fake_quantize_I0/SymmQuant/add" -> "4945 maskrcnn/tf.reshape_35/fake_quantize_I0/SymmQuant/FakeQuantWithMinMaxVars"; +"4942 maskrcnn/tf.reshape_35/fake_quantize_I0/SymmQuant/mul/ReadVariableOp/resource" -> "4943 maskrcnn/tf.reshape_35/fake_quantize_I0/SymmQuant/mul/ReadVariableOp"; 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maskrcnn/tf.reshape_37/Reshape" -> "4975 maskrcnn/tf.__operators__.getitem_71/strided_slice"; +"4966 maskrcnn/tf.reshape_37/Reshape" -> "4979 maskrcnn/tf.__operators__.getitem_68/strided_slice"; +"4966 maskrcnn/tf.reshape_37/Reshape" -> "4983 maskrcnn/tf.__operators__.getitem_70/strided_slice"; +"4967 maskrcnn/tf.reshape_36/Reshape" -> "4987 maskrcnn/tf.__operators__.getitem_67/strided_slice"; +"4967 maskrcnn/tf.reshape_36/Reshape" -> "4992 maskrcnn/tf.__operators__.getitem_66/strided_slice"; +"4967 maskrcnn/tf.reshape_36/Reshape" -> "5052 maskrcnn/tf.__operators__.getitem_65/strided_slice"; +"4967 maskrcnn/tf.reshape_36/Reshape" -> "5067 maskrcnn/tf.__operators__.getitem_64/strided_slice"; +"4968 maskrcnn/tf.__operators__.getitem_69/strided_slice/stack" -> "4971 maskrcnn/tf.__operators__.getitem_69/strided_slice"; +"4969 maskrcnn/tf.__operators__.getitem_69/strided_slice/stack_1" -> "4971 maskrcnn/tf.__operators__.getitem_69/strided_slice"; +"4970 maskrcnn/tf.__operators__.getitem_69/strided_slice/stack_2" -> "4971 maskrcnn/tf.__operators__.getitem_69/strided_slice"; +"4971 maskrcnn/tf.__operators__.getitem_69/strided_slice" -> "4988 maskrcnn/tf.math.subtract_52/Sub"; +"4971 maskrcnn/tf.__operators__.getitem_69/strided_slice" -> "5133 maskrcnn/tf.__operators__.add_62/AddV2"; +"4972 maskrcnn/tf.__operators__.getitem_71/strided_slice/stack" -> "4975 maskrcnn/tf.__operators__.getitem_71/strided_slice"; +"4973 maskrcnn/tf.__operators__.getitem_71/strided_slice/stack_1" -> "4975 maskrcnn/tf.__operators__.getitem_71/strided_slice"; +"4974 maskrcnn/tf.__operators__.getitem_71/strided_slice/stack_2" -> "4975 maskrcnn/tf.__operators__.getitem_71/strided_slice"; +"4975 maskrcnn/tf.__operators__.getitem_71/strided_slice" -> "4988 maskrcnn/tf.math.subtract_52/Sub"; +"4976 maskrcnn/tf.__operators__.getitem_68/strided_slice/stack" -> "4979 maskrcnn/tf.__operators__.getitem_68/strided_slice"; +"4977 maskrcnn/tf.__operators__.getitem_68/strided_slice/stack_1" -> "4979 maskrcnn/tf.__operators__.getitem_68/strided_slice"; +"4978 maskrcnn/tf.__operators__.getitem_68/strided_slice/stack_2" -> "4979 maskrcnn/tf.__operators__.getitem_68/strided_slice"; +"4979 maskrcnn/tf.__operators__.getitem_68/strided_slice" -> "4993 maskrcnn/tf.math.subtract_51/Sub"; +"4979 maskrcnn/tf.__operators__.getitem_68/strided_slice" -> "5136 maskrcnn/tf.__operators__.add_61/AddV2"; +"4980 maskrcnn/tf.__operators__.getitem_70/strided_slice/stack" -> "4983 maskrcnn/tf.__operators__.getitem_70/strided_slice"; +"4981 maskrcnn/tf.__operators__.getitem_70/strided_slice/stack_1" -> "4983 maskrcnn/tf.__operators__.getitem_70/strided_slice"; +"4982 maskrcnn/tf.__operators__.getitem_70/strided_slice/stack_2" -> "4983 maskrcnn/tf.__operators__.getitem_70/strided_slice"; +"4983 maskrcnn/tf.__operators__.getitem_70/strided_slice" -> "4993 maskrcnn/tf.math.subtract_51/Sub"; +"4984 maskrcnn/tf.__operators__.getitem_67/strided_slice/stack" -> "4987 maskrcnn/tf.__operators__.getitem_67/strided_slice"; +"4985 maskrcnn/tf.__operators__.getitem_67/strided_slice/stack_1" -> "4987 maskrcnn/tf.__operators__.getitem_67/strided_slice"; +"4986 maskrcnn/tf.__operators__.getitem_67/strided_slice/stack_2" -> "4987 maskrcnn/tf.__operators__.getitem_67/strided_slice"; +"4987 maskrcnn/tf.__operators__.getitem_67/strided_slice" -> "4995 maskrcnn/tf.math.truediv_23/truediv"; +"4988 maskrcnn/tf.math.subtract_52/Sub" -> "5004 maskrcnn/tf.math.subtract_52/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"4989 maskrcnn/tf.__operators__.getitem_66/strided_slice/stack" -> "4992 maskrcnn/tf.__operators__.getitem_66/strided_slice"; +"4990 maskrcnn/tf.__operators__.getitem_66/strided_slice/stack_1" -> "4992 maskrcnn/tf.__operators__.getitem_66/strided_slice"; +"4991 maskrcnn/tf.__operators__.getitem_66/strided_slice/stack_2" -> "4992 maskrcnn/tf.__operators__.getitem_66/strided_slice"; 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maskrcnn/tf.math.subtract_52/fake_quantize/SymmQuant/add"; +"5000 maskrcnn/tf.math.subtract_52/fake_quantize/SymmQuant/add" -> "5003 maskrcnn/tf.math.subtract_52/fake_quantize/SymmQuant/mul"; +"5000 maskrcnn/tf.math.subtract_52/fake_quantize/SymmQuant/add" -> "5004 maskrcnn/tf.math.subtract_52/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"5001 maskrcnn/tf.math.subtract_52/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "5002 maskrcnn/tf.math.subtract_52/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"5002 maskrcnn/tf.math.subtract_52/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "5003 maskrcnn/tf.math.subtract_52/fake_quantize/SymmQuant/mul"; +"5003 maskrcnn/tf.math.subtract_52/fake_quantize/SymmQuant/mul" -> "5004 maskrcnn/tf.math.subtract_52/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"5004 maskrcnn/tf.math.subtract_52/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "5026 maskrcnn/tf.__operators__.add_60/AddV2"; +"5005 maskrcnn/tf.math.truediv_22/truediv/y" -> "5006 maskrcnn/tf.math.truediv_22/truediv"; +"5006 maskrcnn/tf.math.truediv_22/truediv" -> "5035 maskrcnn/tf.math.truediv_22/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"5007 maskrcnn/tf.math.subtract_51/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "5008 maskrcnn/tf.math.subtract_51/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"5008 maskrcnn/tf.math.subtract_51/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "5009 maskrcnn/tf.math.subtract_51/fake_quantize/SymmQuant/Abs"; +"5009 maskrcnn/tf.math.subtract_51/fake_quantize/SymmQuant/Abs" -> "5011 maskrcnn/tf.math.subtract_51/fake_quantize/SymmQuant/add"; +"5010 maskrcnn/tf.math.subtract_51/fake_quantize/SymmQuant/add/y" -> "5011 maskrcnn/tf.math.subtract_51/fake_quantize/SymmQuant/add"; +"5011 maskrcnn/tf.math.subtract_51/fake_quantize/SymmQuant/add" -> "5014 maskrcnn/tf.math.subtract_51/fake_quantize/SymmQuant/mul"; +"5011 maskrcnn/tf.math.subtract_51/fake_quantize/SymmQuant/add" -> "5015 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maskrcnn/tf.math.truediv_23/fake_quantize/SymmQuant/Abs"; +"5018 maskrcnn/tf.math.truediv_23/fake_quantize/SymmQuant/Abs" -> "5020 maskrcnn/tf.math.truediv_23/fake_quantize/SymmQuant/add"; +"5019 maskrcnn/tf.math.truediv_23/fake_quantize/SymmQuant/add/y" -> "5020 maskrcnn/tf.math.truediv_23/fake_quantize/SymmQuant/add"; +"5020 maskrcnn/tf.math.truediv_23/fake_quantize/SymmQuant/add" -> "5023 maskrcnn/tf.math.truediv_23/fake_quantize/SymmQuant/mul"; +"5020 maskrcnn/tf.math.truediv_23/fake_quantize/SymmQuant/add" -> "5024 maskrcnn/tf.math.truediv_23/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"5021 maskrcnn/tf.math.truediv_23/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "5022 maskrcnn/tf.math.truediv_23/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"5022 maskrcnn/tf.math.truediv_23/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "5023 maskrcnn/tf.math.truediv_23/fake_quantize/SymmQuant/mul"; +"5023 maskrcnn/tf.math.truediv_23/fake_quantize/SymmQuant/mul" -> "5024 maskrcnn/tf.math.truediv_23/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"5024 maskrcnn/tf.math.truediv_23/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "5048 maskrcnn/tf.math.minimum_21/Minimum"; +"5025 maskrcnn/tf.__operators__.add_60/y" -> "5026 maskrcnn/tf.__operators__.add_60/AddV2"; +"5026 maskrcnn/tf.__operators__.add_60/AddV2" -> "5046 maskrcnn/tf.__operators__.add_60/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"5027 maskrcnn/tf.math.truediv_22/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "5028 maskrcnn/tf.math.truediv_22/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"5028 maskrcnn/tf.math.truediv_22/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "5029 maskrcnn/tf.math.truediv_22/fake_quantize/SymmQuant/Abs"; +"5029 maskrcnn/tf.math.truediv_22/fake_quantize/SymmQuant/Abs" -> "5031 maskrcnn/tf.math.truediv_22/fake_quantize/SymmQuant/add"; +"5030 maskrcnn/tf.math.truediv_22/fake_quantize/SymmQuant/add/y" -> "5031 maskrcnn/tf.math.truediv_22/fake_quantize/SymmQuant/add"; +"5031 maskrcnn/tf.math.truediv_22/fake_quantize/SymmQuant/add" -> "5034 maskrcnn/tf.math.truediv_22/fake_quantize/SymmQuant/mul"; +"5031 maskrcnn/tf.math.truediv_22/fake_quantize/SymmQuant/add" -> "5035 maskrcnn/tf.math.truediv_22/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"5032 maskrcnn/tf.math.truediv_22/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "5033 maskrcnn/tf.math.truediv_22/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"5033 maskrcnn/tf.math.truediv_22/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "5034 maskrcnn/tf.math.truediv_22/fake_quantize/SymmQuant/mul"; +"5034 maskrcnn/tf.math.truediv_22/fake_quantize/SymmQuant/mul" -> "5035 maskrcnn/tf.math.truediv_22/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"5035 maskrcnn/tf.math.truediv_22/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "5063 maskrcnn/tf.math.minimum_20/Minimum"; +"5036 maskrcnn/tf.__operators__.add_59/y" -> "5037 maskrcnn/tf.__operators__.add_59/AddV2"; +"5037 maskrcnn/tf.__operators__.add_59/AddV2" -> "5061 maskrcnn/tf.__operators__.add_59/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"5038 maskrcnn/tf.__operators__.add_60/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "5039 maskrcnn/tf.__operators__.add_60/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"5039 maskrcnn/tf.__operators__.add_60/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "5040 maskrcnn/tf.__operators__.add_60/fake_quantize/SymmQuant/Abs"; +"5040 maskrcnn/tf.__operators__.add_60/fake_quantize/SymmQuant/Abs" -> "5042 maskrcnn/tf.__operators__.add_60/fake_quantize/SymmQuant/add"; +"5041 maskrcnn/tf.__operators__.add_60/fake_quantize/SymmQuant/add/y" -> "5042 maskrcnn/tf.__operators__.add_60/fake_quantize/SymmQuant/add"; +"5042 maskrcnn/tf.__operators__.add_60/fake_quantize/SymmQuant/add" -> "5045 maskrcnn/tf.__operators__.add_60/fake_quantize/SymmQuant/mul"; +"5042 maskrcnn/tf.__operators__.add_60/fake_quantize/SymmQuant/add" -> "5046 maskrcnn/tf.__operators__.add_60/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"5043 maskrcnn/tf.__operators__.add_60/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "5044 maskrcnn/tf.__operators__.add_60/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"5044 maskrcnn/tf.__operators__.add_60/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "5045 maskrcnn/tf.__operators__.add_60/fake_quantize/SymmQuant/mul"; +"5045 maskrcnn/tf.__operators__.add_60/fake_quantize/SymmQuant/mul" -> "5046 maskrcnn/tf.__operators__.add_60/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"5046 maskrcnn/tf.__operators__.add_60/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "5070 maskrcnn/tf.math.multiply_52/Mul"; +"5046 maskrcnn/tf.__operators__.add_60/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "5132 maskrcnn/tf.math.multiply_56/Mul"; +"5046 maskrcnn/tf.__operators__.add_60/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "5134 maskrcnn/tf.math.multiply_54/Mul"; +"5047 maskrcnn/tf.math.minimum_21/Minimum/y" -> "5048 maskrcnn/tf.math.minimum_21/Minimum"; +"5048 maskrcnn/tf.math.minimum_21/Minimum" -> "5068 maskrcnn/tf.math.exp_11/Exp"; +"5049 maskrcnn/tf.__operators__.getitem_65/strided_slice/stack" -> "5052 maskrcnn/tf.__operators__.getitem_65/strided_slice"; +"5050 maskrcnn/tf.__operators__.getitem_65/strided_slice/stack_1" -> "5052 maskrcnn/tf.__operators__.getitem_65/strided_slice"; +"5051 maskrcnn/tf.__operators__.getitem_65/strided_slice/stack_2" -> "5052 maskrcnn/tf.__operators__.getitem_65/strided_slice"; +"5052 maskrcnn/tf.__operators__.getitem_65/strided_slice" -> "5072 maskrcnn/tf.math.truediv_21/truediv"; +"5053 maskrcnn/tf.__operators__.add_59/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "5054 maskrcnn/tf.__operators__.add_59/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"5054 maskrcnn/tf.__operators__.add_59/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "5055 maskrcnn/tf.__operators__.add_59/fake_quantize/SymmQuant/Abs"; +"5055 maskrcnn/tf.__operators__.add_59/fake_quantize/SymmQuant/Abs" -> "5057 maskrcnn/tf.__operators__.add_59/fake_quantize/SymmQuant/add"; +"5056 maskrcnn/tf.__operators__.add_59/fake_quantize/SymmQuant/add/y" -> "5057 maskrcnn/tf.__operators__.add_59/fake_quantize/SymmQuant/add"; +"5057 maskrcnn/tf.__operators__.add_59/fake_quantize/SymmQuant/add" -> "5060 maskrcnn/tf.__operators__.add_59/fake_quantize/SymmQuant/mul"; +"5057 maskrcnn/tf.__operators__.add_59/fake_quantize/SymmQuant/add" -> "5061 maskrcnn/tf.__operators__.add_59/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"5058 maskrcnn/tf.__operators__.add_59/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "5059 maskrcnn/tf.__operators__.add_59/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"5059 maskrcnn/tf.__operators__.add_59/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "5060 maskrcnn/tf.__operators__.add_59/fake_quantize/SymmQuant/mul"; +"5060 maskrcnn/tf.__operators__.add_59/fake_quantize/SymmQuant/mul" -> "5061 maskrcnn/tf.__operators__.add_59/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"5061 maskrcnn/tf.__operators__.add_59/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "5075 maskrcnn/tf.math.multiply_51/Mul"; +"5061 maskrcnn/tf.__operators__.add_59/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "5135 maskrcnn/tf.math.multiply_55/Mul"; +"5061 maskrcnn/tf.__operators__.add_59/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "5137 maskrcnn/tf.math.multiply_53/Mul"; +"5062 maskrcnn/tf.math.minimum_20/Minimum/y" -> "5063 maskrcnn/tf.math.minimum_20/Minimum"; +"5063 maskrcnn/tf.math.minimum_20/Minimum" -> "5073 maskrcnn/tf.math.exp_10/Exp"; +"5064 maskrcnn/tf.__operators__.getitem_64/strided_slice/stack" -> "5067 maskrcnn/tf.__operators__.getitem_64/strided_slice"; +"5065 maskrcnn/tf.__operators__.getitem_64/strided_slice/stack_1" -> "5067 maskrcnn/tf.__operators__.getitem_64/strided_slice"; +"5066 maskrcnn/tf.__operators__.getitem_64/strided_slice/stack_2" -> "5067 maskrcnn/tf.__operators__.getitem_64/strided_slice"; +"5067 maskrcnn/tf.__operators__.getitem_64/strided_slice" -> "5077 maskrcnn/tf.math.truediv_20/truediv"; +"5068 maskrcnn/tf.math.exp_11/Exp" -> "5086 maskrcnn/tf.math.exp_11/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"5070 maskrcnn/tf.math.multiply_52/Mul" -> "5095 maskrcnn/tf.math.multiply_52/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"5071 maskrcnn/tf.math.truediv_21/truediv/y" -> "5072 maskrcnn/tf.math.truediv_21/truediv"; +"5072 maskrcnn/tf.math.truediv_21/truediv" -> "5104 maskrcnn/tf.math.truediv_21/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"5073 maskrcnn/tf.math.exp_10/Exp" -> "5113 maskrcnn/tf.math.exp_10/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"5075 maskrcnn/tf.math.multiply_51/Mul" -> "5122 maskrcnn/tf.math.multiply_51/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"5076 maskrcnn/tf.math.truediv_20/truediv/y" -> "5077 maskrcnn/tf.math.truediv_20/truediv"; +"5077 maskrcnn/tf.math.truediv_20/truediv" -> "5131 maskrcnn/tf.math.truediv_20/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"5078 maskrcnn/tf.math.exp_11/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "5079 maskrcnn/tf.math.exp_11/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"5079 maskrcnn/tf.math.exp_11/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "5080 maskrcnn/tf.math.exp_11/fake_quantize/SymmQuant/Abs"; +"5080 maskrcnn/tf.math.exp_11/fake_quantize/SymmQuant/Abs" -> "5082 maskrcnn/tf.math.exp_11/fake_quantize/SymmQuant/add"; +"5081 maskrcnn/tf.math.exp_11/fake_quantize/SymmQuant/add/y" -> "5082 maskrcnn/tf.math.exp_11/fake_quantize/SymmQuant/add"; +"5082 maskrcnn/tf.math.exp_11/fake_quantize/SymmQuant/add" -> "5085 maskrcnn/tf.math.exp_11/fake_quantize/SymmQuant/mul"; +"5082 maskrcnn/tf.math.exp_11/fake_quantize/SymmQuant/add" -> "5086 maskrcnn/tf.math.exp_11/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"5083 maskrcnn/tf.math.exp_11/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "5084 maskrcnn/tf.math.exp_11/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"5084 maskrcnn/tf.math.exp_11/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "5085 maskrcnn/tf.math.exp_11/fake_quantize/SymmQuant/mul"; +"5085 maskrcnn/tf.math.exp_11/fake_quantize/SymmQuant/mul" -> "5086 maskrcnn/tf.math.exp_11/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"5086 maskrcnn/tf.math.exp_11/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "5132 maskrcnn/tf.math.multiply_56/Mul"; +"5087 maskrcnn/tf.math.multiply_52/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "5088 maskrcnn/tf.math.multiply_52/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"5088 maskrcnn/tf.math.multiply_52/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "5089 maskrcnn/tf.math.multiply_52/fake_quantize/SymmQuant/Abs"; +"5089 maskrcnn/tf.math.multiply_52/fake_quantize/SymmQuant/Abs" -> "5091 maskrcnn/tf.math.multiply_52/fake_quantize/SymmQuant/add"; +"5090 maskrcnn/tf.math.multiply_52/fake_quantize/SymmQuant/add/y" -> "5091 maskrcnn/tf.math.multiply_52/fake_quantize/SymmQuant/add"; +"5091 maskrcnn/tf.math.multiply_52/fake_quantize/SymmQuant/add" -> "5094 maskrcnn/tf.math.multiply_52/fake_quantize/SymmQuant/mul"; +"5091 maskrcnn/tf.math.multiply_52/fake_quantize/SymmQuant/add" -> "5095 maskrcnn/tf.math.multiply_52/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"5092 maskrcnn/tf.math.multiply_52/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "5093 maskrcnn/tf.math.multiply_52/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"5093 maskrcnn/tf.math.multiply_52/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "5094 maskrcnn/tf.math.multiply_52/fake_quantize/SymmQuant/mul"; +"5094 maskrcnn/tf.math.multiply_52/fake_quantize/SymmQuant/mul" -> "5095 maskrcnn/tf.math.multiply_52/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"5095 maskrcnn/tf.math.multiply_52/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "5133 maskrcnn/tf.__operators__.add_62/AddV2"; +"5096 maskrcnn/tf.math.truediv_21/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "5097 maskrcnn/tf.math.truediv_21/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"5097 maskrcnn/tf.math.truediv_21/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "5098 maskrcnn/tf.math.truediv_21/fake_quantize/SymmQuant/Abs"; +"5098 maskrcnn/tf.math.truediv_21/fake_quantize/SymmQuant/Abs" -> "5100 maskrcnn/tf.math.truediv_21/fake_quantize/SymmQuant/add"; +"5099 maskrcnn/tf.math.truediv_21/fake_quantize/SymmQuant/add/y" -> "5100 maskrcnn/tf.math.truediv_21/fake_quantize/SymmQuant/add"; +"5100 maskrcnn/tf.math.truediv_21/fake_quantize/SymmQuant/add" -> "5103 maskrcnn/tf.math.truediv_21/fake_quantize/SymmQuant/mul"; +"5100 maskrcnn/tf.math.truediv_21/fake_quantize/SymmQuant/add" -> "5104 maskrcnn/tf.math.truediv_21/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"5101 maskrcnn/tf.math.truediv_21/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "5102 maskrcnn/tf.math.truediv_21/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"5102 maskrcnn/tf.math.truediv_21/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "5103 maskrcnn/tf.math.truediv_21/fake_quantize/SymmQuant/mul"; +"5103 maskrcnn/tf.math.truediv_21/fake_quantize/SymmQuant/mul" -> "5104 maskrcnn/tf.math.truediv_21/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"5104 maskrcnn/tf.math.truediv_21/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "5134 maskrcnn/tf.math.multiply_54/Mul"; +"5105 maskrcnn/tf.math.exp_10/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "5106 maskrcnn/tf.math.exp_10/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"5106 maskrcnn/tf.math.exp_10/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "5107 maskrcnn/tf.math.exp_10/fake_quantize/SymmQuant/Abs"; +"5107 maskrcnn/tf.math.exp_10/fake_quantize/SymmQuant/Abs" -> "5109 maskrcnn/tf.math.exp_10/fake_quantize/SymmQuant/add"; +"5108 maskrcnn/tf.math.exp_10/fake_quantize/SymmQuant/add/y" -> "5109 maskrcnn/tf.math.exp_10/fake_quantize/SymmQuant/add"; +"5109 maskrcnn/tf.math.exp_10/fake_quantize/SymmQuant/add" -> "5112 maskrcnn/tf.math.exp_10/fake_quantize/SymmQuant/mul"; +"5109 maskrcnn/tf.math.exp_10/fake_quantize/SymmQuant/add" -> "5113 maskrcnn/tf.math.exp_10/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"5110 maskrcnn/tf.math.exp_10/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "5111 maskrcnn/tf.math.exp_10/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"5111 maskrcnn/tf.math.exp_10/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "5112 maskrcnn/tf.math.exp_10/fake_quantize/SymmQuant/mul"; +"5112 maskrcnn/tf.math.exp_10/fake_quantize/SymmQuant/mul" -> "5113 maskrcnn/tf.math.exp_10/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"5113 maskrcnn/tf.math.exp_10/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "5135 maskrcnn/tf.math.multiply_55/Mul"; +"5114 maskrcnn/tf.math.multiply_51/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "5115 maskrcnn/tf.math.multiply_51/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"5115 maskrcnn/tf.math.multiply_51/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "5116 maskrcnn/tf.math.multiply_51/fake_quantize/SymmQuant/Abs"; +"5116 maskrcnn/tf.math.multiply_51/fake_quantize/SymmQuant/Abs" -> "5118 maskrcnn/tf.math.multiply_51/fake_quantize/SymmQuant/add"; +"5117 maskrcnn/tf.math.multiply_51/fake_quantize/SymmQuant/add/y" -> "5118 maskrcnn/tf.math.multiply_51/fake_quantize/SymmQuant/add"; +"5118 maskrcnn/tf.math.multiply_51/fake_quantize/SymmQuant/add" -> "5121 maskrcnn/tf.math.multiply_51/fake_quantize/SymmQuant/mul"; +"5118 maskrcnn/tf.math.multiply_51/fake_quantize/SymmQuant/add" -> "5122 maskrcnn/tf.math.multiply_51/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"5119 maskrcnn/tf.math.multiply_51/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "5120 maskrcnn/tf.math.multiply_51/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"5120 maskrcnn/tf.math.multiply_51/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "5121 maskrcnn/tf.math.multiply_51/fake_quantize/SymmQuant/mul"; +"5121 maskrcnn/tf.math.multiply_51/fake_quantize/SymmQuant/mul" -> "5122 maskrcnn/tf.math.multiply_51/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"5122 maskrcnn/tf.math.multiply_51/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "5136 maskrcnn/tf.__operators__.add_61/AddV2"; +"5123 maskrcnn/tf.math.truediv_20/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "5124 maskrcnn/tf.math.truediv_20/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"5124 maskrcnn/tf.math.truediv_20/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "5125 maskrcnn/tf.math.truediv_20/fake_quantize/SymmQuant/Abs"; +"5125 maskrcnn/tf.math.truediv_20/fake_quantize/SymmQuant/Abs" -> "5127 maskrcnn/tf.math.truediv_20/fake_quantize/SymmQuant/add"; +"5126 maskrcnn/tf.math.truediv_20/fake_quantize/SymmQuant/add/y" -> "5127 maskrcnn/tf.math.truediv_20/fake_quantize/SymmQuant/add"; +"5127 maskrcnn/tf.math.truediv_20/fake_quantize/SymmQuant/add" -> "5130 maskrcnn/tf.math.truediv_20/fake_quantize/SymmQuant/mul"; +"5127 maskrcnn/tf.math.truediv_20/fake_quantize/SymmQuant/add" -> "5131 maskrcnn/tf.math.truediv_20/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"5128 maskrcnn/tf.math.truediv_20/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "5129 maskrcnn/tf.math.truediv_20/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"5129 maskrcnn/tf.math.truediv_20/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "5130 maskrcnn/tf.math.truediv_20/fake_quantize/SymmQuant/mul"; +"5130 maskrcnn/tf.math.truediv_20/fake_quantize/SymmQuant/mul" -> "5131 maskrcnn/tf.math.truediv_20/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"5131 maskrcnn/tf.math.truediv_20/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "5137 maskrcnn/tf.math.multiply_53/Mul"; +"5132 maskrcnn/tf.math.multiply_56/Mul" -> "5146 maskrcnn/tf.math.multiply_56/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"5133 maskrcnn/tf.__operators__.add_62/AddV2" -> "5173 maskrcnn/tf.__operators__.add_62/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"5134 maskrcnn/tf.math.multiply_54/Mul" -> "5164 maskrcnn/tf.math.multiply_54/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"5135 maskrcnn/tf.math.multiply_55/Mul" -> "5155 maskrcnn/tf.math.multiply_55/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"5136 maskrcnn/tf.__operators__.add_61/AddV2" -> "5191 maskrcnn/tf.__operators__.add_61/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"5137 maskrcnn/tf.math.multiply_53/Mul" -> "5182 maskrcnn/tf.math.multiply_53/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"5138 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maskrcnn/tf.math.multiply_87/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "5942 maskrcnn/tf.math.multiply_87/fake_quantize/SymmQuant/mul"; +"5942 maskrcnn/tf.math.multiply_87/fake_quantize/SymmQuant/mul" -> "5943 maskrcnn/tf.math.multiply_87/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"5943 maskrcnn/tf.math.multiply_87/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6248 maskrcnn/tf.math.truediv_57/truediv"; +"5944 maskrcnn/tf.math.multiply_85/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "5945 maskrcnn/tf.math.multiply_85/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"5945 maskrcnn/tf.math.multiply_85/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "5946 maskrcnn/tf.math.multiply_85/fake_quantize/SymmQuant/Abs"; +"5946 maskrcnn/tf.math.multiply_85/fake_quantize/SymmQuant/Abs" -> "5948 maskrcnn/tf.math.multiply_85/fake_quantize/SymmQuant/add"; +"5947 maskrcnn/tf.math.multiply_85/fake_quantize/SymmQuant/add/y" -> "5948 maskrcnn/tf.math.multiply_85/fake_quantize/SymmQuant/add"; +"5948 maskrcnn/tf.math.multiply_85/fake_quantize/SymmQuant/add" -> "5951 maskrcnn/tf.math.multiply_85/fake_quantize/SymmQuant/mul"; +"5948 maskrcnn/tf.math.multiply_85/fake_quantize/SymmQuant/add" -> "5952 maskrcnn/tf.math.multiply_85/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"5949 maskrcnn/tf.math.multiply_85/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "5950 maskrcnn/tf.math.multiply_85/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"5950 maskrcnn/tf.math.multiply_85/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "5951 maskrcnn/tf.math.multiply_85/fake_quantize/SymmQuant/mul"; +"5951 maskrcnn/tf.math.multiply_85/fake_quantize/SymmQuant/mul" -> "5952 maskrcnn/tf.math.multiply_85/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"5952 maskrcnn/tf.math.multiply_85/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6250 maskrcnn/tf.math.truediv_55/truediv"; +"5953 maskrcnn/tf.math.multiply_83/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "5954 maskrcnn/tf.math.multiply_83/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"5954 maskrcnn/tf.math.multiply_83/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "5955 maskrcnn/tf.math.multiply_83/fake_quantize/SymmQuant/Abs"; +"5955 maskrcnn/tf.math.multiply_83/fake_quantize/SymmQuant/Abs" -> "5957 maskrcnn/tf.math.multiply_83/fake_quantize/SymmQuant/add"; +"5956 maskrcnn/tf.math.multiply_83/fake_quantize/SymmQuant/add/y" -> "5957 maskrcnn/tf.math.multiply_83/fake_quantize/SymmQuant/add"; +"5957 maskrcnn/tf.math.multiply_83/fake_quantize/SymmQuant/add" -> "5960 maskrcnn/tf.math.multiply_83/fake_quantize/SymmQuant/mul"; +"5957 maskrcnn/tf.math.multiply_83/fake_quantize/SymmQuant/add" -> "5961 maskrcnn/tf.math.multiply_83/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"5958 maskrcnn/tf.math.multiply_83/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "5959 maskrcnn/tf.math.multiply_83/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"5959 maskrcnn/tf.math.multiply_83/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "5960 maskrcnn/tf.math.multiply_83/fake_quantize/SymmQuant/mul"; +"5960 maskrcnn/tf.math.multiply_83/fake_quantize/SymmQuant/mul" -> "5961 maskrcnn/tf.math.multiply_83/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"5961 maskrcnn/tf.math.multiply_83/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6252 maskrcnn/tf.math.truediv_53/truediv"; +"5962 maskrcnn/tf.math.multiply_81/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "5963 maskrcnn/tf.math.multiply_81/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"5963 maskrcnn/tf.math.multiply_81/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "5964 maskrcnn/tf.math.multiply_81/fake_quantize/SymmQuant/Abs"; +"5964 maskrcnn/tf.math.multiply_81/fake_quantize/SymmQuant/Abs" -> "5966 maskrcnn/tf.math.multiply_81/fake_quantize/SymmQuant/add"; +"5965 maskrcnn/tf.math.multiply_81/fake_quantize/SymmQuant/add/y" -> "5966 maskrcnn/tf.math.multiply_81/fake_quantize/SymmQuant/add"; +"5966 maskrcnn/tf.math.multiply_81/fake_quantize/SymmQuant/add" -> "5969 maskrcnn/tf.math.multiply_81/fake_quantize/SymmQuant/mul"; +"5966 maskrcnn/tf.math.multiply_81/fake_quantize/SymmQuant/add" -> "5970 maskrcnn/tf.math.multiply_81/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"5967 maskrcnn/tf.math.multiply_81/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "5968 maskrcnn/tf.math.multiply_81/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"5968 maskrcnn/tf.math.multiply_81/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "5969 maskrcnn/tf.math.multiply_81/fake_quantize/SymmQuant/mul"; +"5969 maskrcnn/tf.math.multiply_81/fake_quantize/SymmQuant/mul" -> "5970 maskrcnn/tf.math.multiply_81/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"5970 maskrcnn/tf.math.multiply_81/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6254 maskrcnn/tf.math.truediv_51/truediv"; +"5971 maskrcnn/tf.math.multiply_79/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "5972 maskrcnn/tf.math.multiply_79/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"5972 maskrcnn/tf.math.multiply_79/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "5973 maskrcnn/tf.math.multiply_79/fake_quantize/SymmQuant/Abs"; +"5973 maskrcnn/tf.math.multiply_79/fake_quantize/SymmQuant/Abs" -> "5975 maskrcnn/tf.math.multiply_79/fake_quantize/SymmQuant/add"; +"5974 maskrcnn/tf.math.multiply_79/fake_quantize/SymmQuant/add/y" -> "5975 maskrcnn/tf.math.multiply_79/fake_quantize/SymmQuant/add"; +"5975 maskrcnn/tf.math.multiply_79/fake_quantize/SymmQuant/add" -> "5978 maskrcnn/tf.math.multiply_79/fake_quantize/SymmQuant/mul"; +"5975 maskrcnn/tf.math.multiply_79/fake_quantize/SymmQuant/add" -> "5979 maskrcnn/tf.math.multiply_79/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"5976 maskrcnn/tf.math.multiply_79/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "5977 maskrcnn/tf.math.multiply_79/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"5977 maskrcnn/tf.math.multiply_79/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "5978 maskrcnn/tf.math.multiply_79/fake_quantize/SymmQuant/mul"; +"5978 maskrcnn/tf.math.multiply_79/fake_quantize/SymmQuant/mul" -> "5979 maskrcnn/tf.math.multiply_79/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"5979 maskrcnn/tf.math.multiply_79/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6256 maskrcnn/tf.math.truediv_49/truediv"; +"5980 maskrcnn/tf.math.multiply_77/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "5981 maskrcnn/tf.math.multiply_77/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"5981 maskrcnn/tf.math.multiply_77/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "5982 maskrcnn/tf.math.multiply_77/fake_quantize/SymmQuant/Abs"; +"5982 maskrcnn/tf.math.multiply_77/fake_quantize/SymmQuant/Abs" -> "5984 maskrcnn/tf.math.multiply_77/fake_quantize/SymmQuant/add"; +"5983 maskrcnn/tf.math.multiply_77/fake_quantize/SymmQuant/add/y" -> "5984 maskrcnn/tf.math.multiply_77/fake_quantize/SymmQuant/add"; +"5984 maskrcnn/tf.math.multiply_77/fake_quantize/SymmQuant/add" -> "5987 maskrcnn/tf.math.multiply_77/fake_quantize/SymmQuant/mul"; +"5984 maskrcnn/tf.math.multiply_77/fake_quantize/SymmQuant/add" -> "5988 maskrcnn/tf.math.multiply_77/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"5985 maskrcnn/tf.math.multiply_77/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "5986 maskrcnn/tf.math.multiply_77/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"5986 maskrcnn/tf.math.multiply_77/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "5987 maskrcnn/tf.math.multiply_77/fake_quantize/SymmQuant/mul"; +"5987 maskrcnn/tf.math.multiply_77/fake_quantize/SymmQuant/mul" -> "5988 maskrcnn/tf.math.multiply_77/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"5988 maskrcnn/tf.math.multiply_77/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6258 maskrcnn/tf.math.truediv_47/truediv"; +"5989 maskrcnn/tf.math.multiply_75/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "5990 maskrcnn/tf.math.multiply_75/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"5990 maskrcnn/tf.math.multiply_75/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "5991 maskrcnn/tf.math.multiply_75/fake_quantize/SymmQuant/Abs"; +"5991 maskrcnn/tf.math.multiply_75/fake_quantize/SymmQuant/Abs" -> "5993 maskrcnn/tf.math.multiply_75/fake_quantize/SymmQuant/add"; +"5992 maskrcnn/tf.math.multiply_75/fake_quantize/SymmQuant/add/y" -> "5993 maskrcnn/tf.math.multiply_75/fake_quantize/SymmQuant/add"; +"5993 maskrcnn/tf.math.multiply_75/fake_quantize/SymmQuant/add" -> "5996 maskrcnn/tf.math.multiply_75/fake_quantize/SymmQuant/mul"; +"5993 maskrcnn/tf.math.multiply_75/fake_quantize/SymmQuant/add" -> "5997 maskrcnn/tf.math.multiply_75/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"5994 maskrcnn/tf.math.multiply_75/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "5995 maskrcnn/tf.math.multiply_75/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"5995 maskrcnn/tf.math.multiply_75/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "5996 maskrcnn/tf.math.multiply_75/fake_quantize/SymmQuant/mul"; +"5996 maskrcnn/tf.math.multiply_75/fake_quantize/SymmQuant/mul" -> "5997 maskrcnn/tf.math.multiply_75/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"5997 maskrcnn/tf.math.multiply_75/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6260 maskrcnn/tf.math.truediv_45/truediv"; +"5998 maskrcnn/tf.math.multiply_73/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "5999 maskrcnn/tf.math.multiply_73/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"5999 maskrcnn/tf.math.multiply_73/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "6000 maskrcnn/tf.math.multiply_73/fake_quantize/SymmQuant/Abs"; +"6000 maskrcnn/tf.math.multiply_73/fake_quantize/SymmQuant/Abs" -> "6002 maskrcnn/tf.math.multiply_73/fake_quantize/SymmQuant/add"; +"6001 maskrcnn/tf.math.multiply_73/fake_quantize/SymmQuant/add/y" -> "6002 maskrcnn/tf.math.multiply_73/fake_quantize/SymmQuant/add"; +"6002 maskrcnn/tf.math.multiply_73/fake_quantize/SymmQuant/add" -> "6005 maskrcnn/tf.math.multiply_73/fake_quantize/SymmQuant/mul"; +"6002 maskrcnn/tf.math.multiply_73/fake_quantize/SymmQuant/add" -> "6006 maskrcnn/tf.math.multiply_73/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"6003 maskrcnn/tf.math.multiply_73/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "6004 maskrcnn/tf.math.multiply_73/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"6004 maskrcnn/tf.math.multiply_73/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "6005 maskrcnn/tf.math.multiply_73/fake_quantize/SymmQuant/mul"; +"6005 maskrcnn/tf.math.multiply_73/fake_quantize/SymmQuant/mul" -> "6006 maskrcnn/tf.math.multiply_73/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"6006 maskrcnn/tf.math.multiply_73/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6262 maskrcnn/tf.math.truediv_43/truediv"; +"6007 maskrcnn/tf.math.multiply_71/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "6008 maskrcnn/tf.math.multiply_71/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"6008 maskrcnn/tf.math.multiply_71/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "6009 maskrcnn/tf.math.multiply_71/fake_quantize/SymmQuant/Abs"; +"6009 maskrcnn/tf.math.multiply_71/fake_quantize/SymmQuant/Abs" -> "6011 maskrcnn/tf.math.multiply_71/fake_quantize/SymmQuant/add"; +"6010 maskrcnn/tf.math.multiply_71/fake_quantize/SymmQuant/add/y" -> "6011 maskrcnn/tf.math.multiply_71/fake_quantize/SymmQuant/add"; +"6011 maskrcnn/tf.math.multiply_71/fake_quantize/SymmQuant/add" -> "6014 maskrcnn/tf.math.multiply_71/fake_quantize/SymmQuant/mul"; +"6011 maskrcnn/tf.math.multiply_71/fake_quantize/SymmQuant/add" -> "6015 maskrcnn/tf.math.multiply_71/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"6012 maskrcnn/tf.math.multiply_71/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "6013 maskrcnn/tf.math.multiply_71/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"6013 maskrcnn/tf.math.multiply_71/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "6014 maskrcnn/tf.math.multiply_71/fake_quantize/SymmQuant/mul"; +"6014 maskrcnn/tf.math.multiply_71/fake_quantize/SymmQuant/mul" -> "6015 maskrcnn/tf.math.multiply_71/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"6015 maskrcnn/tf.math.multiply_71/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6264 maskrcnn/tf.math.truediv_41/truediv"; +"6016 maskrcnn/tf.math.multiply_69/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "6017 maskrcnn/tf.math.multiply_69/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"6017 maskrcnn/tf.math.multiply_69/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "6018 maskrcnn/tf.math.multiply_69/fake_quantize/SymmQuant/Abs"; +"6018 maskrcnn/tf.math.multiply_69/fake_quantize/SymmQuant/Abs" -> "6020 maskrcnn/tf.math.multiply_69/fake_quantize/SymmQuant/add"; +"6019 maskrcnn/tf.math.multiply_69/fake_quantize/SymmQuant/add/y" -> "6020 maskrcnn/tf.math.multiply_69/fake_quantize/SymmQuant/add"; +"6020 maskrcnn/tf.math.multiply_69/fake_quantize/SymmQuant/add" -> "6023 maskrcnn/tf.math.multiply_69/fake_quantize/SymmQuant/mul"; +"6020 maskrcnn/tf.math.multiply_69/fake_quantize/SymmQuant/add" -> "6024 maskrcnn/tf.math.multiply_69/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"6021 maskrcnn/tf.math.multiply_69/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "6022 maskrcnn/tf.math.multiply_69/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"6022 maskrcnn/tf.math.multiply_69/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "6023 maskrcnn/tf.math.multiply_69/fake_quantize/SymmQuant/mul"; +"6023 maskrcnn/tf.math.multiply_69/fake_quantize/SymmQuant/mul" -> "6024 maskrcnn/tf.math.multiply_69/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"6024 maskrcnn/tf.math.multiply_69/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6266 maskrcnn/tf.math.truediv_39/truediv"; +"6025 maskrcnn/tf.math.multiply_67/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "6026 maskrcnn/tf.math.multiply_67/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"6026 maskrcnn/tf.math.multiply_67/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "6027 maskrcnn/tf.math.multiply_67/fake_quantize/SymmQuant/Abs"; +"6027 maskrcnn/tf.math.multiply_67/fake_quantize/SymmQuant/Abs" -> "6029 maskrcnn/tf.math.multiply_67/fake_quantize/SymmQuant/add"; +"6028 maskrcnn/tf.math.multiply_67/fake_quantize/SymmQuant/add/y" -> "6029 maskrcnn/tf.math.multiply_67/fake_quantize/SymmQuant/add"; +"6029 maskrcnn/tf.math.multiply_67/fake_quantize/SymmQuant/add" -> "6032 maskrcnn/tf.math.multiply_67/fake_quantize/SymmQuant/mul"; +"6029 maskrcnn/tf.math.multiply_67/fake_quantize/SymmQuant/add" -> "6033 maskrcnn/tf.math.multiply_67/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"6030 maskrcnn/tf.math.multiply_67/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "6031 maskrcnn/tf.math.multiply_67/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"6031 maskrcnn/tf.math.multiply_67/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "6032 maskrcnn/tf.math.multiply_67/fake_quantize/SymmQuant/mul"; +"6032 maskrcnn/tf.math.multiply_67/fake_quantize/SymmQuant/mul" -> "6033 maskrcnn/tf.math.multiply_67/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"6033 maskrcnn/tf.math.multiply_67/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6268 maskrcnn/tf.math.truediv_37/truediv"; +"6034 maskrcnn/tf.math.multiply_65/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "6035 maskrcnn/tf.math.multiply_65/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"6035 maskrcnn/tf.math.multiply_65/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "6036 maskrcnn/tf.math.multiply_65/fake_quantize/SymmQuant/Abs"; +"6036 maskrcnn/tf.math.multiply_65/fake_quantize/SymmQuant/Abs" -> "6038 maskrcnn/tf.math.multiply_65/fake_quantize/SymmQuant/add"; +"6037 maskrcnn/tf.math.multiply_65/fake_quantize/SymmQuant/add/y" -> "6038 maskrcnn/tf.math.multiply_65/fake_quantize/SymmQuant/add"; +"6038 maskrcnn/tf.math.multiply_65/fake_quantize/SymmQuant/add" -> "6041 maskrcnn/tf.math.multiply_65/fake_quantize/SymmQuant/mul"; +"6038 maskrcnn/tf.math.multiply_65/fake_quantize/SymmQuant/add" -> "6042 maskrcnn/tf.math.multiply_65/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"6039 maskrcnn/tf.math.multiply_65/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "6040 maskrcnn/tf.math.multiply_65/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"6040 maskrcnn/tf.math.multiply_65/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "6041 maskrcnn/tf.math.multiply_65/fake_quantize/SymmQuant/mul"; +"6041 maskrcnn/tf.math.multiply_65/fake_quantize/SymmQuant/mul" -> "6042 maskrcnn/tf.math.multiply_65/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"6042 maskrcnn/tf.math.multiply_65/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6270 maskrcnn/tf.math.truediv_35/truediv"; +"6043 maskrcnn/tf.math.multiply_63/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "6044 maskrcnn/tf.math.multiply_63/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"6044 maskrcnn/tf.math.multiply_63/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "6045 maskrcnn/tf.math.multiply_63/fake_quantize/SymmQuant/Abs"; +"6045 maskrcnn/tf.math.multiply_63/fake_quantize/SymmQuant/Abs" -> "6047 maskrcnn/tf.math.multiply_63/fake_quantize/SymmQuant/add"; +"6046 maskrcnn/tf.math.multiply_63/fake_quantize/SymmQuant/add/y" -> "6047 maskrcnn/tf.math.multiply_63/fake_quantize/SymmQuant/add"; +"6047 maskrcnn/tf.math.multiply_63/fake_quantize/SymmQuant/add" -> "6050 maskrcnn/tf.math.multiply_63/fake_quantize/SymmQuant/mul"; +"6047 maskrcnn/tf.math.multiply_63/fake_quantize/SymmQuant/add" -> "6051 maskrcnn/tf.math.multiply_63/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"6048 maskrcnn/tf.math.multiply_63/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "6049 maskrcnn/tf.math.multiply_63/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"6049 maskrcnn/tf.math.multiply_63/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "6050 maskrcnn/tf.math.multiply_63/fake_quantize/SymmQuant/mul"; +"6050 maskrcnn/tf.math.multiply_63/fake_quantize/SymmQuant/mul" -> "6051 maskrcnn/tf.math.multiply_63/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"6051 maskrcnn/tf.math.multiply_63/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6272 maskrcnn/tf.math.truediv_33/truediv"; +"6052 maskrcnn/tf.math.multiply_61/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "6053 maskrcnn/tf.math.multiply_61/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"6053 maskrcnn/tf.math.multiply_61/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "6054 maskrcnn/tf.math.multiply_61/fake_quantize/SymmQuant/Abs"; +"6054 maskrcnn/tf.math.multiply_61/fake_quantize/SymmQuant/Abs" -> "6056 maskrcnn/tf.math.multiply_61/fake_quantize/SymmQuant/add"; +"6055 maskrcnn/tf.math.multiply_61/fake_quantize/SymmQuant/add/y" -> "6056 maskrcnn/tf.math.multiply_61/fake_quantize/SymmQuant/add"; +"6056 maskrcnn/tf.math.multiply_61/fake_quantize/SymmQuant/add" -> "6059 maskrcnn/tf.math.multiply_61/fake_quantize/SymmQuant/mul"; +"6056 maskrcnn/tf.math.multiply_61/fake_quantize/SymmQuant/add" -> "6060 maskrcnn/tf.math.multiply_61/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"6057 maskrcnn/tf.math.multiply_61/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "6058 maskrcnn/tf.math.multiply_61/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"6058 maskrcnn/tf.math.multiply_61/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "6059 maskrcnn/tf.math.multiply_61/fake_quantize/SymmQuant/mul"; +"6059 maskrcnn/tf.math.multiply_61/fake_quantize/SymmQuant/mul" -> "6060 maskrcnn/tf.math.multiply_61/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"6060 maskrcnn/tf.math.multiply_61/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6274 maskrcnn/tf.math.truediv_31/truediv"; +"6061 maskrcnn/tf.math.subtract_66/Sub/y" -> "6062 maskrcnn/tf.math.subtract_66/Sub"; +"6062 maskrcnn/tf.math.subtract_66/Sub" -> "6283 maskrcnn/tf.math.subtract_66/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"6063 maskrcnn/tf.math.subtract_65/Sub/y" -> "6064 maskrcnn/tf.math.subtract_65/Sub"; +"6064 maskrcnn/tf.math.subtract_65/Sub" -> "6292 maskrcnn/tf.math.subtract_65/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"6065 maskrcnn/tf.__operators__.getitem_131/strided_slice/stack" -> "6068 maskrcnn/tf.__operators__.getitem_131/strided_slice"; +"6066 maskrcnn/tf.__operators__.getitem_131/strided_slice/stack_1" -> "6068 maskrcnn/tf.__operators__.getitem_131/strided_slice"; +"6067 maskrcnn/tf.__operators__.getitem_131/strided_slice/stack_2" -> "6068 maskrcnn/tf.__operators__.getitem_131/strided_slice"; +"6068 maskrcnn/tf.__operators__.getitem_131/strided_slice" -> "6306 maskrcnn/tf.__operators__.add_96/AddV2"; +"6069 maskrcnn/tf.math.truediv_58/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "6070 maskrcnn/tf.math.truediv_58/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"6070 maskrcnn/tf.math.truediv_58/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "6071 maskrcnn/tf.math.truediv_58/fake_quantize/SymmQuant/Abs"; +"6071 maskrcnn/tf.math.truediv_58/fake_quantize/SymmQuant/Abs" -> "6073 maskrcnn/tf.math.truediv_58/fake_quantize/SymmQuant/add"; +"6072 maskrcnn/tf.math.truediv_58/fake_quantize/SymmQuant/add/y" -> "6073 maskrcnn/tf.math.truediv_58/fake_quantize/SymmQuant/add"; +"6073 maskrcnn/tf.math.truediv_58/fake_quantize/SymmQuant/add" -> "6076 maskrcnn/tf.math.truediv_58/fake_quantize/SymmQuant/mul"; +"6073 maskrcnn/tf.math.truediv_58/fake_quantize/SymmQuant/add" -> "6077 maskrcnn/tf.math.truediv_58/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"6074 maskrcnn/tf.math.truediv_58/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "6075 maskrcnn/tf.math.truediv_58/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"6075 maskrcnn/tf.math.truediv_58/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "6076 maskrcnn/tf.math.truediv_58/fake_quantize/SymmQuant/mul"; +"6076 maskrcnn/tf.math.truediv_58/fake_quantize/SymmQuant/mul" -> "6077 maskrcnn/tf.math.truediv_58/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"6077 maskrcnn/tf.math.truediv_58/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6306 maskrcnn/tf.__operators__.add_96/AddV2"; +"6078 maskrcnn/tf.__operators__.getitem_127/strided_slice/stack" -> "6081 maskrcnn/tf.__operators__.getitem_127/strided_slice"; +"6079 maskrcnn/tf.__operators__.getitem_127/strided_slice/stack_1" -> "6081 maskrcnn/tf.__operators__.getitem_127/strided_slice"; +"6080 maskrcnn/tf.__operators__.getitem_127/strided_slice/stack_2" -> "6081 maskrcnn/tf.__operators__.getitem_127/strided_slice"; +"6081 maskrcnn/tf.__operators__.getitem_127/strided_slice" -> "6305 maskrcnn/tf.__operators__.add_94/AddV2"; +"6082 maskrcnn/tf.math.truediv_56/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "6083 maskrcnn/tf.math.truediv_56/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"6083 maskrcnn/tf.math.truediv_56/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "6084 maskrcnn/tf.math.truediv_56/fake_quantize/SymmQuant/Abs"; +"6084 maskrcnn/tf.math.truediv_56/fake_quantize/SymmQuant/Abs" -> "6086 maskrcnn/tf.math.truediv_56/fake_quantize/SymmQuant/add"; +"6085 maskrcnn/tf.math.truediv_56/fake_quantize/SymmQuant/add/y" -> "6086 maskrcnn/tf.math.truediv_56/fake_quantize/SymmQuant/add"; +"6086 maskrcnn/tf.math.truediv_56/fake_quantize/SymmQuant/add" -> "6089 maskrcnn/tf.math.truediv_56/fake_quantize/SymmQuant/mul"; +"6086 maskrcnn/tf.math.truediv_56/fake_quantize/SymmQuant/add" -> "6090 maskrcnn/tf.math.truediv_56/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"6087 maskrcnn/tf.math.truediv_56/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "6088 maskrcnn/tf.math.truediv_56/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"6088 maskrcnn/tf.math.truediv_56/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "6089 maskrcnn/tf.math.truediv_56/fake_quantize/SymmQuant/mul"; +"6089 maskrcnn/tf.math.truediv_56/fake_quantize/SymmQuant/mul" -> "6090 maskrcnn/tf.math.truediv_56/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"6090 maskrcnn/tf.math.truediv_56/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6305 maskrcnn/tf.__operators__.add_94/AddV2"; +"6091 maskrcnn/tf.__operators__.getitem_123/strided_slice/stack" -> "6094 maskrcnn/tf.__operators__.getitem_123/strided_slice"; +"6092 maskrcnn/tf.__operators__.getitem_123/strided_slice/stack_1" -> "6094 maskrcnn/tf.__operators__.getitem_123/strided_slice"; +"6093 maskrcnn/tf.__operators__.getitem_123/strided_slice/stack_2" -> "6094 maskrcnn/tf.__operators__.getitem_123/strided_slice"; +"6094 maskrcnn/tf.__operators__.getitem_123/strided_slice" -> "6304 maskrcnn/tf.__operators__.add_92/AddV2"; +"6095 maskrcnn/tf.math.truediv_54/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "6096 maskrcnn/tf.math.truediv_54/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"6096 maskrcnn/tf.math.truediv_54/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "6097 maskrcnn/tf.math.truediv_54/fake_quantize/SymmQuant/Abs"; +"6097 maskrcnn/tf.math.truediv_54/fake_quantize/SymmQuant/Abs" -> "6099 maskrcnn/tf.math.truediv_54/fake_quantize/SymmQuant/add"; +"6098 maskrcnn/tf.math.truediv_54/fake_quantize/SymmQuant/add/y" -> "6099 maskrcnn/tf.math.truediv_54/fake_quantize/SymmQuant/add"; +"6099 maskrcnn/tf.math.truediv_54/fake_quantize/SymmQuant/add" -> "6102 maskrcnn/tf.math.truediv_54/fake_quantize/SymmQuant/mul"; +"6099 maskrcnn/tf.math.truediv_54/fake_quantize/SymmQuant/add" -> "6103 maskrcnn/tf.math.truediv_54/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"6100 maskrcnn/tf.math.truediv_54/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "6101 maskrcnn/tf.math.truediv_54/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"6101 maskrcnn/tf.math.truediv_54/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "6102 maskrcnn/tf.math.truediv_54/fake_quantize/SymmQuant/mul"; +"6102 maskrcnn/tf.math.truediv_54/fake_quantize/SymmQuant/mul" -> "6103 maskrcnn/tf.math.truediv_54/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"6103 maskrcnn/tf.math.truediv_54/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6304 maskrcnn/tf.__operators__.add_92/AddV2"; +"6104 maskrcnn/tf.__operators__.getitem_119/strided_slice/stack" -> "6107 maskrcnn/tf.__operators__.getitem_119/strided_slice"; +"6105 maskrcnn/tf.__operators__.getitem_119/strided_slice/stack_1" -> "6107 maskrcnn/tf.__operators__.getitem_119/strided_slice"; +"6106 maskrcnn/tf.__operators__.getitem_119/strided_slice/stack_2" -> "6107 maskrcnn/tf.__operators__.getitem_119/strided_slice"; +"6107 maskrcnn/tf.__operators__.getitem_119/strided_slice" -> "6303 maskrcnn/tf.__operators__.add_90/AddV2"; +"6108 maskrcnn/tf.math.truediv_52/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "6109 maskrcnn/tf.math.truediv_52/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"6109 maskrcnn/tf.math.truediv_52/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "6110 maskrcnn/tf.math.truediv_52/fake_quantize/SymmQuant/Abs"; +"6110 maskrcnn/tf.math.truediv_52/fake_quantize/SymmQuant/Abs" -> "6112 maskrcnn/tf.math.truediv_52/fake_quantize/SymmQuant/add"; +"6111 maskrcnn/tf.math.truediv_52/fake_quantize/SymmQuant/add/y" -> "6112 maskrcnn/tf.math.truediv_52/fake_quantize/SymmQuant/add"; +"6112 maskrcnn/tf.math.truediv_52/fake_quantize/SymmQuant/add" -> "6115 maskrcnn/tf.math.truediv_52/fake_quantize/SymmQuant/mul"; +"6112 maskrcnn/tf.math.truediv_52/fake_quantize/SymmQuant/add" -> "6116 maskrcnn/tf.math.truediv_52/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"6113 maskrcnn/tf.math.truediv_52/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "6114 maskrcnn/tf.math.truediv_52/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"6114 maskrcnn/tf.math.truediv_52/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "6115 maskrcnn/tf.math.truediv_52/fake_quantize/SymmQuant/mul"; +"6115 maskrcnn/tf.math.truediv_52/fake_quantize/SymmQuant/mul" -> "6116 maskrcnn/tf.math.truediv_52/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"6116 maskrcnn/tf.math.truediv_52/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6303 maskrcnn/tf.__operators__.add_90/AddV2"; +"6117 maskrcnn/tf.__operators__.getitem_115/strided_slice/stack" -> "6120 maskrcnn/tf.__operators__.getitem_115/strided_slice"; +"6118 maskrcnn/tf.__operators__.getitem_115/strided_slice/stack_1" -> "6120 maskrcnn/tf.__operators__.getitem_115/strided_slice"; +"6119 maskrcnn/tf.__operators__.getitem_115/strided_slice/stack_2" -> "6120 maskrcnn/tf.__operators__.getitem_115/strided_slice"; +"6120 maskrcnn/tf.__operators__.getitem_115/strided_slice" -> "6302 maskrcnn/tf.__operators__.add_88/AddV2"; +"6121 maskrcnn/tf.math.truediv_50/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "6122 maskrcnn/tf.math.truediv_50/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"6122 maskrcnn/tf.math.truediv_50/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "6123 maskrcnn/tf.math.truediv_50/fake_quantize/SymmQuant/Abs"; +"6123 maskrcnn/tf.math.truediv_50/fake_quantize/SymmQuant/Abs" -> "6125 maskrcnn/tf.math.truediv_50/fake_quantize/SymmQuant/add"; +"6124 maskrcnn/tf.math.truediv_50/fake_quantize/SymmQuant/add/y" -> "6125 maskrcnn/tf.math.truediv_50/fake_quantize/SymmQuant/add"; +"6125 maskrcnn/tf.math.truediv_50/fake_quantize/SymmQuant/add" -> "6128 maskrcnn/tf.math.truediv_50/fake_quantize/SymmQuant/mul"; +"6125 maskrcnn/tf.math.truediv_50/fake_quantize/SymmQuant/add" -> "6129 maskrcnn/tf.math.truediv_50/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"6126 maskrcnn/tf.math.truediv_50/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "6127 maskrcnn/tf.math.truediv_50/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"6127 maskrcnn/tf.math.truediv_50/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "6128 maskrcnn/tf.math.truediv_50/fake_quantize/SymmQuant/mul"; +"6128 maskrcnn/tf.math.truediv_50/fake_quantize/SymmQuant/mul" -> "6129 maskrcnn/tf.math.truediv_50/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"6129 maskrcnn/tf.math.truediv_50/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6302 maskrcnn/tf.__operators__.add_88/AddV2"; +"6130 maskrcnn/tf.__operators__.getitem_111/strided_slice/stack" -> "6133 maskrcnn/tf.__operators__.getitem_111/strided_slice"; +"6131 maskrcnn/tf.__operators__.getitem_111/strided_slice/stack_1" -> "6133 maskrcnn/tf.__operators__.getitem_111/strided_slice"; +"6132 maskrcnn/tf.__operators__.getitem_111/strided_slice/stack_2" -> "6133 maskrcnn/tf.__operators__.getitem_111/strided_slice"; +"6133 maskrcnn/tf.__operators__.getitem_111/strided_slice" -> "6301 maskrcnn/tf.__operators__.add_86/AddV2"; +"6134 maskrcnn/tf.math.truediv_48/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "6135 maskrcnn/tf.math.truediv_48/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"6135 maskrcnn/tf.math.truediv_48/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "6136 maskrcnn/tf.math.truediv_48/fake_quantize/SymmQuant/Abs"; +"6136 maskrcnn/tf.math.truediv_48/fake_quantize/SymmQuant/Abs" -> "6138 maskrcnn/tf.math.truediv_48/fake_quantize/SymmQuant/add"; +"6137 maskrcnn/tf.math.truediv_48/fake_quantize/SymmQuant/add/y" -> "6138 maskrcnn/tf.math.truediv_48/fake_quantize/SymmQuant/add"; +"6138 maskrcnn/tf.math.truediv_48/fake_quantize/SymmQuant/add" -> "6141 maskrcnn/tf.math.truediv_48/fake_quantize/SymmQuant/mul"; +"6138 maskrcnn/tf.math.truediv_48/fake_quantize/SymmQuant/add" -> "6142 maskrcnn/tf.math.truediv_48/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"6139 maskrcnn/tf.math.truediv_48/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "6140 maskrcnn/tf.math.truediv_48/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"6140 maskrcnn/tf.math.truediv_48/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "6141 maskrcnn/tf.math.truediv_48/fake_quantize/SymmQuant/mul"; +"6141 maskrcnn/tf.math.truediv_48/fake_quantize/SymmQuant/mul" -> "6142 maskrcnn/tf.math.truediv_48/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"6142 maskrcnn/tf.math.truediv_48/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6301 maskrcnn/tf.__operators__.add_86/AddV2"; +"6143 maskrcnn/tf.__operators__.getitem_107/strided_slice/stack" -> "6146 maskrcnn/tf.__operators__.getitem_107/strided_slice"; +"6144 maskrcnn/tf.__operators__.getitem_107/strided_slice/stack_1" -> "6146 maskrcnn/tf.__operators__.getitem_107/strided_slice"; +"6145 maskrcnn/tf.__operators__.getitem_107/strided_slice/stack_2" -> "6146 maskrcnn/tf.__operators__.getitem_107/strided_slice"; +"6146 maskrcnn/tf.__operators__.getitem_107/strided_slice" -> "6300 maskrcnn/tf.__operators__.add_84/AddV2"; +"6147 maskrcnn/tf.math.truediv_46/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "6148 maskrcnn/tf.math.truediv_46/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"6148 maskrcnn/tf.math.truediv_46/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "6149 maskrcnn/tf.math.truediv_46/fake_quantize/SymmQuant/Abs"; +"6149 maskrcnn/tf.math.truediv_46/fake_quantize/SymmQuant/Abs" -> "6151 maskrcnn/tf.math.truediv_46/fake_quantize/SymmQuant/add"; +"6150 maskrcnn/tf.math.truediv_46/fake_quantize/SymmQuant/add/y" -> "6151 maskrcnn/tf.math.truediv_46/fake_quantize/SymmQuant/add"; +"6151 maskrcnn/tf.math.truediv_46/fake_quantize/SymmQuant/add" -> "6154 maskrcnn/tf.math.truediv_46/fake_quantize/SymmQuant/mul"; +"6151 maskrcnn/tf.math.truediv_46/fake_quantize/SymmQuant/add" -> "6155 maskrcnn/tf.math.truediv_46/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"6152 maskrcnn/tf.math.truediv_46/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "6153 maskrcnn/tf.math.truediv_46/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"6153 maskrcnn/tf.math.truediv_46/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "6154 maskrcnn/tf.math.truediv_46/fake_quantize/SymmQuant/mul"; +"6154 maskrcnn/tf.math.truediv_46/fake_quantize/SymmQuant/mul" -> "6155 maskrcnn/tf.math.truediv_46/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"6155 maskrcnn/tf.math.truediv_46/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6300 maskrcnn/tf.__operators__.add_84/AddV2"; +"6156 maskrcnn/tf.__operators__.getitem_103/strided_slice/stack" -> "6159 maskrcnn/tf.__operators__.getitem_103/strided_slice"; +"6157 maskrcnn/tf.__operators__.getitem_103/strided_slice/stack_1" -> "6159 maskrcnn/tf.__operators__.getitem_103/strided_slice"; +"6158 maskrcnn/tf.__operators__.getitem_103/strided_slice/stack_2" -> "6159 maskrcnn/tf.__operators__.getitem_103/strided_slice"; +"6159 maskrcnn/tf.__operators__.getitem_103/strided_slice" -> "6299 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-> "6292 maskrcnn/tf.math.subtract_65/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"6289 maskrcnn/tf.math.subtract_65/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "6290 maskrcnn/tf.math.subtract_65/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"6290 maskrcnn/tf.math.subtract_65/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "6291 maskrcnn/tf.math.subtract_65/fake_quantize/SymmQuant/mul"; +"6291 maskrcnn/tf.math.subtract_65/fake_quantize/SymmQuant/mul" -> "6292 maskrcnn/tf.math.subtract_65/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"6292 maskrcnn/tf.math.subtract_65/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6491 maskrcnn/tf.expand_dims_27/ExpandDims"; +"6293 maskrcnn/tf.__operators__.add_70/AddV2" -> "6307 maskrcnn/tf.stack_18/stack"; +"6294 maskrcnn/tf.__operators__.add_72/AddV2" -> "6307 maskrcnn/tf.stack_18/stack"; +"6295 maskrcnn/tf.__operators__.add_74/AddV2" -> "6307 maskrcnn/tf.stack_18/stack"; +"6296 maskrcnn/tf.__operators__.add_76/AddV2" -> "6307 maskrcnn/tf.stack_18/stack"; +"6297 maskrcnn/tf.__operators__.add_78/AddV2" -> "6307 maskrcnn/tf.stack_18/stack"; +"6298 maskrcnn/tf.__operators__.add_80/AddV2" -> "6307 maskrcnn/tf.stack_18/stack"; +"6299 maskrcnn/tf.__operators__.add_82/AddV2" -> "6307 maskrcnn/tf.stack_18/stack"; +"6300 maskrcnn/tf.__operators__.add_84/AddV2" -> "6307 maskrcnn/tf.stack_18/stack"; +"6301 maskrcnn/tf.__operators__.add_86/AddV2" -> "6307 maskrcnn/tf.stack_18/stack"; +"6302 maskrcnn/tf.__operators__.add_88/AddV2" -> "6307 maskrcnn/tf.stack_18/stack"; +"6303 maskrcnn/tf.__operators__.add_90/AddV2" -> "6307 maskrcnn/tf.stack_18/stack"; +"6304 maskrcnn/tf.__operators__.add_92/AddV2" -> "6307 maskrcnn/tf.stack_18/stack"; +"6305 maskrcnn/tf.__operators__.add_94/AddV2" -> "6307 maskrcnn/tf.stack_18/stack"; +"6306 maskrcnn/tf.__operators__.add_96/AddV2" -> "6307 maskrcnn/tf.stack_18/stack"; +"6307 maskrcnn/tf.stack_18/stack" -> "6510 maskrcnn/tf.math.floor_2/Floor"; +"6307 maskrcnn/tf.stack_18/stack" -> "6608 maskrcnn/tf.math.subtract_67/fake_quantize_I0/SymmQuant/FakeQuantWithMinMaxVars"; +"6308 maskrcnn/tf.__operators__.getitem_129/strided_slice/stack" -> "6311 maskrcnn/tf.__operators__.getitem_129/strided_slice"; +"6309 maskrcnn/tf.__operators__.getitem_129/strided_slice/stack_1" -> "6311 maskrcnn/tf.__operators__.getitem_129/strided_slice"; +"6310 maskrcnn/tf.__operators__.getitem_129/strided_slice/stack_2" -> "6311 maskrcnn/tf.__operators__.getitem_129/strided_slice"; +"6311 maskrcnn/tf.__operators__.getitem_129/strided_slice" -> "6507 maskrcnn/tf.__operators__.add_95/AddV2"; +"6312 maskrcnn/tf.math.truediv_57/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "6313 maskrcnn/tf.math.truediv_57/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"6313 maskrcnn/tf.math.truediv_57/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "6314 maskrcnn/tf.math.truediv_57/fake_quantize/SymmQuant/Abs"; +"6314 maskrcnn/tf.math.truediv_57/fake_quantize/SymmQuant/Abs" -> "6316 maskrcnn/tf.math.truediv_57/fake_quantize/SymmQuant/add"; +"6315 maskrcnn/tf.math.truediv_57/fake_quantize/SymmQuant/add/y" -> "6316 maskrcnn/tf.math.truediv_57/fake_quantize/SymmQuant/add"; +"6316 maskrcnn/tf.math.truediv_57/fake_quantize/SymmQuant/add" -> "6319 maskrcnn/tf.math.truediv_57/fake_quantize/SymmQuant/mul"; +"6316 maskrcnn/tf.math.truediv_57/fake_quantize/SymmQuant/add" -> "6320 maskrcnn/tf.math.truediv_57/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"6317 maskrcnn/tf.math.truediv_57/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "6318 maskrcnn/tf.math.truediv_57/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"6318 maskrcnn/tf.math.truediv_57/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "6319 maskrcnn/tf.math.truediv_57/fake_quantize/SymmQuant/mul"; +"6319 maskrcnn/tf.math.truediv_57/fake_quantize/SymmQuant/mul" -> "6320 maskrcnn/tf.math.truediv_57/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"6320 maskrcnn/tf.math.truediv_57/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6507 maskrcnn/tf.__operators__.add_95/AddV2"; +"6321 maskrcnn/tf.__operators__.getitem_125/strided_slice/stack" -> "6324 maskrcnn/tf.__operators__.getitem_125/strided_slice"; +"6322 maskrcnn/tf.__operators__.getitem_125/strided_slice/stack_1" -> "6324 maskrcnn/tf.__operators__.getitem_125/strided_slice"; +"6323 maskrcnn/tf.__operators__.getitem_125/strided_slice/stack_2" -> "6324 maskrcnn/tf.__operators__.getitem_125/strided_slice"; +"6324 maskrcnn/tf.__operators__.getitem_125/strided_slice" -> "6506 maskrcnn/tf.__operators__.add_93/AddV2"; +"6325 maskrcnn/tf.math.truediv_55/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "6326 maskrcnn/tf.math.truediv_55/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"6326 maskrcnn/tf.math.truediv_55/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "6327 maskrcnn/tf.math.truediv_55/fake_quantize/SymmQuant/Abs"; +"6327 maskrcnn/tf.math.truediv_55/fake_quantize/SymmQuant/Abs" -> "6329 maskrcnn/tf.math.truediv_55/fake_quantize/SymmQuant/add"; +"6328 maskrcnn/tf.math.truediv_55/fake_quantize/SymmQuant/add/y" -> "6329 maskrcnn/tf.math.truediv_55/fake_quantize/SymmQuant/add"; +"6329 maskrcnn/tf.math.truediv_55/fake_quantize/SymmQuant/add" -> "6332 maskrcnn/tf.math.truediv_55/fake_quantize/SymmQuant/mul"; +"6329 maskrcnn/tf.math.truediv_55/fake_quantize/SymmQuant/add" -> "6333 maskrcnn/tf.math.truediv_55/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"6330 maskrcnn/tf.math.truediv_55/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "6331 maskrcnn/tf.math.truediv_55/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"6331 maskrcnn/tf.math.truediv_55/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "6332 maskrcnn/tf.math.truediv_55/fake_quantize/SymmQuant/mul"; +"6332 maskrcnn/tf.math.truediv_55/fake_quantize/SymmQuant/mul" -> "6333 maskrcnn/tf.math.truediv_55/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"6333 maskrcnn/tf.math.truediv_55/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6506 maskrcnn/tf.__operators__.add_93/AddV2"; +"6334 maskrcnn/tf.__operators__.getitem_121/strided_slice/stack" -> "6337 maskrcnn/tf.__operators__.getitem_121/strided_slice"; +"6335 maskrcnn/tf.__operators__.getitem_121/strided_slice/stack_1" -> "6337 maskrcnn/tf.__operators__.getitem_121/strided_slice"; +"6336 maskrcnn/tf.__operators__.getitem_121/strided_slice/stack_2" -> "6337 maskrcnn/tf.__operators__.getitem_121/strided_slice"; +"6337 maskrcnn/tf.__operators__.getitem_121/strided_slice" -> "6505 maskrcnn/tf.__operators__.add_91/AddV2"; +"6338 maskrcnn/tf.math.truediv_53/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "6339 maskrcnn/tf.math.truediv_53/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"6339 maskrcnn/tf.math.truediv_53/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "6340 maskrcnn/tf.math.truediv_53/fake_quantize/SymmQuant/Abs"; +"6340 maskrcnn/tf.math.truediv_53/fake_quantize/SymmQuant/Abs" -> "6342 maskrcnn/tf.math.truediv_53/fake_quantize/SymmQuant/add"; +"6341 maskrcnn/tf.math.truediv_53/fake_quantize/SymmQuant/add/y" -> "6342 maskrcnn/tf.math.truediv_53/fake_quantize/SymmQuant/add"; +"6342 maskrcnn/tf.math.truediv_53/fake_quantize/SymmQuant/add" -> "6345 maskrcnn/tf.math.truediv_53/fake_quantize/SymmQuant/mul"; +"6342 maskrcnn/tf.math.truediv_53/fake_quantize/SymmQuant/add" -> "6346 maskrcnn/tf.math.truediv_53/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"6343 maskrcnn/tf.math.truediv_53/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "6344 maskrcnn/tf.math.truediv_53/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"6344 maskrcnn/tf.math.truediv_53/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "6345 maskrcnn/tf.math.truediv_53/fake_quantize/SymmQuant/mul"; +"6345 maskrcnn/tf.math.truediv_53/fake_quantize/SymmQuant/mul" -> "6346 maskrcnn/tf.math.truediv_53/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"6346 maskrcnn/tf.math.truediv_53/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6505 maskrcnn/tf.__operators__.add_91/AddV2"; +"6347 maskrcnn/tf.__operators__.getitem_117/strided_slice/stack" -> "6350 maskrcnn/tf.__operators__.getitem_117/strided_slice"; +"6348 maskrcnn/tf.__operators__.getitem_117/strided_slice/stack_1" -> "6350 maskrcnn/tf.__operators__.getitem_117/strided_slice"; +"6349 maskrcnn/tf.__operators__.getitem_117/strided_slice/stack_2" -> "6350 maskrcnn/tf.__operators__.getitem_117/strided_slice"; +"6350 maskrcnn/tf.__operators__.getitem_117/strided_slice" -> "6504 maskrcnn/tf.__operators__.add_89/AddV2"; +"6351 maskrcnn/tf.math.truediv_51/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "6352 maskrcnn/tf.math.truediv_51/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"6352 maskrcnn/tf.math.truediv_51/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "6353 maskrcnn/tf.math.truediv_51/fake_quantize/SymmQuant/Abs"; +"6353 maskrcnn/tf.math.truediv_51/fake_quantize/SymmQuant/Abs" -> "6355 maskrcnn/tf.math.truediv_51/fake_quantize/SymmQuant/add"; +"6354 maskrcnn/tf.math.truediv_51/fake_quantize/SymmQuant/add/y" -> "6355 maskrcnn/tf.math.truediv_51/fake_quantize/SymmQuant/add"; +"6355 maskrcnn/tf.math.truediv_51/fake_quantize/SymmQuant/add" -> "6358 maskrcnn/tf.math.truediv_51/fake_quantize/SymmQuant/mul"; +"6355 maskrcnn/tf.math.truediv_51/fake_quantize/SymmQuant/add" -> "6359 maskrcnn/tf.math.truediv_51/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"6356 maskrcnn/tf.math.truediv_51/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "6357 maskrcnn/tf.math.truediv_51/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"6357 maskrcnn/tf.math.truediv_51/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "6358 maskrcnn/tf.math.truediv_51/fake_quantize/SymmQuant/mul"; +"6358 maskrcnn/tf.math.truediv_51/fake_quantize/SymmQuant/mul" -> "6359 maskrcnn/tf.math.truediv_51/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"6359 maskrcnn/tf.math.truediv_51/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6504 maskrcnn/tf.__operators__.add_89/AddV2"; +"6360 maskrcnn/tf.__operators__.getitem_113/strided_slice/stack" -> "6363 maskrcnn/tf.__operators__.getitem_113/strided_slice"; +"6361 maskrcnn/tf.__operators__.getitem_113/strided_slice/stack_1" -> "6363 maskrcnn/tf.__operators__.getitem_113/strided_slice"; +"6362 maskrcnn/tf.__operators__.getitem_113/strided_slice/stack_2" -> "6363 maskrcnn/tf.__operators__.getitem_113/strided_slice"; +"6363 maskrcnn/tf.__operators__.getitem_113/strided_slice" -> "6503 maskrcnn/tf.__operators__.add_87/AddV2"; +"6364 maskrcnn/tf.math.truediv_49/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "6365 maskrcnn/tf.math.truediv_49/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"6365 maskrcnn/tf.math.truediv_49/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "6366 maskrcnn/tf.math.truediv_49/fake_quantize/SymmQuant/Abs"; +"6366 maskrcnn/tf.math.truediv_49/fake_quantize/SymmQuant/Abs" -> "6368 maskrcnn/tf.math.truediv_49/fake_quantize/SymmQuant/add"; +"6367 maskrcnn/tf.math.truediv_49/fake_quantize/SymmQuant/add/y" -> "6368 maskrcnn/tf.math.truediv_49/fake_quantize/SymmQuant/add"; +"6368 maskrcnn/tf.math.truediv_49/fake_quantize/SymmQuant/add" -> "6371 maskrcnn/tf.math.truediv_49/fake_quantize/SymmQuant/mul"; +"6368 maskrcnn/tf.math.truediv_49/fake_quantize/SymmQuant/add" -> "6372 maskrcnn/tf.math.truediv_49/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"6369 maskrcnn/tf.math.truediv_49/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "6370 maskrcnn/tf.math.truediv_49/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"6370 maskrcnn/tf.math.truediv_49/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "6371 maskrcnn/tf.math.truediv_49/fake_quantize/SymmQuant/mul"; +"6371 maskrcnn/tf.math.truediv_49/fake_quantize/SymmQuant/mul" -> "6372 maskrcnn/tf.math.truediv_49/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"6372 maskrcnn/tf.math.truediv_49/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6503 maskrcnn/tf.__operators__.add_87/AddV2"; +"6373 maskrcnn/tf.__operators__.getitem_109/strided_slice/stack" -> "6376 maskrcnn/tf.__operators__.getitem_109/strided_slice"; +"6374 maskrcnn/tf.__operators__.getitem_109/strided_slice/stack_1" -> "6376 maskrcnn/tf.__operators__.getitem_109/strided_slice"; +"6375 maskrcnn/tf.__operators__.getitem_109/strided_slice/stack_2" -> "6376 maskrcnn/tf.__operators__.getitem_109/strided_slice"; +"6376 maskrcnn/tf.__operators__.getitem_109/strided_slice" -> "6502 maskrcnn/tf.__operators__.add_85/AddV2"; +"6377 maskrcnn/tf.math.truediv_47/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "6378 maskrcnn/tf.math.truediv_47/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"6378 maskrcnn/tf.math.truediv_47/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "6379 maskrcnn/tf.math.truediv_47/fake_quantize/SymmQuant/Abs"; +"6379 maskrcnn/tf.math.truediv_47/fake_quantize/SymmQuant/Abs" -> "6381 maskrcnn/tf.math.truediv_47/fake_quantize/SymmQuant/add"; +"6380 maskrcnn/tf.math.truediv_47/fake_quantize/SymmQuant/add/y" -> "6381 maskrcnn/tf.math.truediv_47/fake_quantize/SymmQuant/add"; +"6381 maskrcnn/tf.math.truediv_47/fake_quantize/SymmQuant/add" -> "6384 maskrcnn/tf.math.truediv_47/fake_quantize/SymmQuant/mul"; +"6381 maskrcnn/tf.math.truediv_47/fake_quantize/SymmQuant/add" -> "6385 maskrcnn/tf.math.truediv_47/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"6382 maskrcnn/tf.math.truediv_47/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "6383 maskrcnn/tf.math.truediv_47/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"6383 maskrcnn/tf.math.truediv_47/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "6384 maskrcnn/tf.math.truediv_47/fake_quantize/SymmQuant/mul"; +"6384 maskrcnn/tf.math.truediv_47/fake_quantize/SymmQuant/mul" -> "6385 maskrcnn/tf.math.truediv_47/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"6385 maskrcnn/tf.math.truediv_47/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6502 maskrcnn/tf.__operators__.add_85/AddV2"; +"6386 maskrcnn/tf.__operators__.getitem_105/strided_slice/stack" -> "6389 maskrcnn/tf.__operators__.getitem_105/strided_slice"; +"6387 maskrcnn/tf.__operators__.getitem_105/strided_slice/stack_1" -> "6389 maskrcnn/tf.__operators__.getitem_105/strided_slice"; +"6388 maskrcnn/tf.__operators__.getitem_105/strided_slice/stack_2" -> "6389 maskrcnn/tf.__operators__.getitem_105/strided_slice"; +"6389 maskrcnn/tf.__operators__.getitem_105/strided_slice" -> "6501 maskrcnn/tf.__operators__.add_83/AddV2"; +"6390 maskrcnn/tf.math.truediv_45/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "6391 maskrcnn/tf.math.truediv_45/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"6391 maskrcnn/tf.math.truediv_45/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "6392 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maskrcnn/tf.__operators__.add_97/fake_quantize_I0/SymmQuant/Abs/ReadVariableOp"; +"6619 maskrcnn/tf.__operators__.add_97/fake_quantize_I0/SymmQuant/Abs/ReadVariableOp" -> "6620 maskrcnn/tf.__operators__.add_97/fake_quantize_I0/SymmQuant/Abs"; +"6620 maskrcnn/tf.__operators__.add_97/fake_quantize_I0/SymmQuant/Abs" -> "6622 maskrcnn/tf.__operators__.add_97/fake_quantize_I0/SymmQuant/add"; +"6621 maskrcnn/tf.__operators__.add_97/fake_quantize_I0/SymmQuant/add/y" -> "6622 maskrcnn/tf.__operators__.add_97/fake_quantize_I0/SymmQuant/add"; +"6622 maskrcnn/tf.__operators__.add_97/fake_quantize_I0/SymmQuant/add" -> "6625 maskrcnn/tf.__operators__.add_97/fake_quantize_I0/SymmQuant/mul"; +"6622 maskrcnn/tf.__operators__.add_97/fake_quantize_I0/SymmQuant/add" -> "6626 maskrcnn/tf.__operators__.add_97/fake_quantize_I0/SymmQuant/FakeQuantWithMinMaxVars"; +"6623 maskrcnn/tf.__operators__.add_97/fake_quantize_I0/SymmQuant/mul/ReadVariableOp/resource" -> "6624 maskrcnn/tf.__operators__.add_97/fake_quantize_I0/SymmQuant/mul/ReadVariableOp"; +"6624 maskrcnn/tf.__operators__.add_97/fake_quantize_I0/SymmQuant/mul/ReadVariableOp" -> "6625 maskrcnn/tf.__operators__.add_97/fake_quantize_I0/SymmQuant/mul"; +"6625 maskrcnn/tf.__operators__.add_97/fake_quantize_I0/SymmQuant/mul" -> "6626 maskrcnn/tf.__operators__.add_97/fake_quantize_I0/SymmQuant/FakeQuantWithMinMaxVars"; +"6626 maskrcnn/tf.__operators__.add_97/fake_quantize_I0/SymmQuant/FakeQuantWithMinMaxVars" -> "6645 maskrcnn/tf.__operators__.add_97/AddV2"; +"6627 maskrcnn/tf.__operators__.add_98/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "6628 maskrcnn/tf.__operators__.add_98/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"6628 maskrcnn/tf.__operators__.add_98/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "6629 maskrcnn/tf.__operators__.add_98/fake_quantize/SymmQuant/Abs"; +"6629 maskrcnn/tf.__operators__.add_98/fake_quantize/SymmQuant/Abs" -> "6631 maskrcnn/tf.__operators__.add_98/fake_quantize/SymmQuant/add"; +"6630 maskrcnn/tf.__operators__.add_98/fake_quantize/SymmQuant/add/y" -> "6631 maskrcnn/tf.__operators__.add_98/fake_quantize/SymmQuant/add"; +"6631 maskrcnn/tf.__operators__.add_98/fake_quantize/SymmQuant/add" -> "6634 maskrcnn/tf.__operators__.add_98/fake_quantize/SymmQuant/mul"; +"6631 maskrcnn/tf.__operators__.add_98/fake_quantize/SymmQuant/add" -> "6635 maskrcnn/tf.__operators__.add_98/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"6632 maskrcnn/tf.__operators__.add_98/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "6633 maskrcnn/tf.__operators__.add_98/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"6633 maskrcnn/tf.__operators__.add_98/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "6634 maskrcnn/tf.__operators__.add_98/fake_quantize/SymmQuant/mul"; +"6634 maskrcnn/tf.__operators__.add_98/fake_quantize/SymmQuant/mul" -> "6635 maskrcnn/tf.__operators__.add_98/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"6635 maskrcnn/tf.__operators__.add_98/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6646 maskrcnn/tf.math.minimum_27/Minimum"; +"6636 maskrcnn/tf.expand_dims_32/ExpandDims/dim" -> "6637 maskrcnn/tf.expand_dims_32/ExpandDims"; +"6637 maskrcnn/tf.expand_dims_32/ExpandDims" -> "6646 maskrcnn/tf.math.minimum_27/Minimum"; +"6638 maskrcnn/tf.math.subtract_68/Sub" -> "6655 maskrcnn/tf.math.subtract_68/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"6639 maskrcnn/tf.math.subtract_67/Sub" -> "6664 maskrcnn/tf.math.subtract_67/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"6640 maskrcnn/tf.__operators__.getitem_134/strided_slice/stack" -> "6643 maskrcnn/tf.__operators__.getitem_134/strided_slice"; +"6641 maskrcnn/tf.__operators__.getitem_134/strided_slice/stack_1" -> "6643 maskrcnn/tf.__operators__.getitem_134/strided_slice"; +"6642 maskrcnn/tf.__operators__.getitem_134/strided_slice/stack_2" -> "6643 maskrcnn/tf.__operators__.getitem_134/strided_slice"; +"6643 maskrcnn/tf.__operators__.getitem_134/strided_slice" -> "6675 maskrcnn/tf.expand_dims_30/ExpandDims"; +"6644 maskrcnn/tf.__operators__.add_97/y" -> "6645 maskrcnn/tf.__operators__.add_97/AddV2"; +"6645 maskrcnn/tf.__operators__.add_97/AddV2" -> "6673 maskrcnn/tf.__operators__.add_97/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"6646 maskrcnn/tf.math.minimum_27/Minimum" -> "6676 maskrcnn/tf.stack_20/stack"; +"6647 maskrcnn/tf.math.subtract_68/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "6648 maskrcnn/tf.math.subtract_68/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"6648 maskrcnn/tf.math.subtract_68/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "6649 maskrcnn/tf.math.subtract_68/fake_quantize/SymmQuant/Abs"; +"6649 maskrcnn/tf.math.subtract_68/fake_quantize/SymmQuant/Abs" -> "6651 maskrcnn/tf.math.subtract_68/fake_quantize/SymmQuant/add"; +"6650 maskrcnn/tf.math.subtract_68/fake_quantize/SymmQuant/add/y" -> "6651 maskrcnn/tf.math.subtract_68/fake_quantize/SymmQuant/add"; +"6651 maskrcnn/tf.math.subtract_68/fake_quantize/SymmQuant/add" -> "6654 maskrcnn/tf.math.subtract_68/fake_quantize/SymmQuant/mul"; +"6651 maskrcnn/tf.math.subtract_68/fake_quantize/SymmQuant/add" -> "6655 maskrcnn/tf.math.subtract_68/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"6652 maskrcnn/tf.math.subtract_68/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "6653 maskrcnn/tf.math.subtract_68/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"6653 maskrcnn/tf.math.subtract_68/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "6654 maskrcnn/tf.math.subtract_68/fake_quantize/SymmQuant/mul"; +"6654 maskrcnn/tf.math.subtract_68/fake_quantize/SymmQuant/mul" -> "6655 maskrcnn/tf.math.subtract_68/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"6655 maskrcnn/tf.math.subtract_68/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6678 maskrcnn/tf.math.subtract_70/Sub"; +"6655 maskrcnn/tf.math.subtract_68/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6714 maskrcnn/tf.stack_22/stack"; +"6656 maskrcnn/tf.math.subtract_67/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "6657 maskrcnn/tf.math.subtract_67/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"6657 maskrcnn/tf.math.subtract_67/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "6658 maskrcnn/tf.math.subtract_67/fake_quantize/SymmQuant/Abs"; +"6658 maskrcnn/tf.math.subtract_67/fake_quantize/SymmQuant/Abs" -> "6660 maskrcnn/tf.math.subtract_67/fake_quantize/SymmQuant/add"; +"6659 maskrcnn/tf.math.subtract_67/fake_quantize/SymmQuant/add/y" -> "6660 maskrcnn/tf.math.subtract_67/fake_quantize/SymmQuant/add"; +"6660 maskrcnn/tf.math.subtract_67/fake_quantize/SymmQuant/add" -> "6663 maskrcnn/tf.math.subtract_67/fake_quantize/SymmQuant/mul"; +"6660 maskrcnn/tf.math.subtract_67/fake_quantize/SymmQuant/add" -> "6664 maskrcnn/tf.math.subtract_67/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"6661 maskrcnn/tf.math.subtract_67/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "6662 maskrcnn/tf.math.subtract_67/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"6662 maskrcnn/tf.math.subtract_67/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "6663 maskrcnn/tf.math.subtract_67/fake_quantize/SymmQuant/mul"; +"6663 maskrcnn/tf.math.subtract_67/fake_quantize/SymmQuant/mul" -> "6664 maskrcnn/tf.math.subtract_67/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"6664 maskrcnn/tf.math.subtract_67/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6680 maskrcnn/tf.math.subtract_69/Sub"; +"6664 maskrcnn/tf.math.subtract_67/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6715 maskrcnn/tf.stack_21/stack"; +"6665 maskrcnn/tf.__operators__.add_97/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "6666 maskrcnn/tf.__operators__.add_97/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"6666 maskrcnn/tf.__operators__.add_97/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "6667 maskrcnn/tf.__operators__.add_97/fake_quantize/SymmQuant/Abs"; +"6667 maskrcnn/tf.__operators__.add_97/fake_quantize/SymmQuant/Abs" -> "6669 maskrcnn/tf.__operators__.add_97/fake_quantize/SymmQuant/add"; +"6668 maskrcnn/tf.__operators__.add_97/fake_quantize/SymmQuant/add/y" -> "6669 maskrcnn/tf.__operators__.add_97/fake_quantize/SymmQuant/add"; +"6669 maskrcnn/tf.__operators__.add_97/fake_quantize/SymmQuant/add" -> "6672 maskrcnn/tf.__operators__.add_97/fake_quantize/SymmQuant/mul"; +"6669 maskrcnn/tf.__operators__.add_97/fake_quantize/SymmQuant/add" -> "6673 maskrcnn/tf.__operators__.add_97/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"6670 maskrcnn/tf.__operators__.add_97/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "6671 maskrcnn/tf.__operators__.add_97/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"6671 maskrcnn/tf.__operators__.add_97/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "6672 maskrcnn/tf.__operators__.add_97/fake_quantize/SymmQuant/mul"; +"6672 maskrcnn/tf.__operators__.add_97/fake_quantize/SymmQuant/mul" -> "6673 maskrcnn/tf.__operators__.add_97/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"6673 maskrcnn/tf.__operators__.add_97/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6681 maskrcnn/tf.math.minimum_25/Minimum"; +"6674 maskrcnn/tf.expand_dims_30/ExpandDims/dim" -> "6675 maskrcnn/tf.expand_dims_30/ExpandDims"; +"6675 maskrcnn/tf.expand_dims_30/ExpandDims" -> "6681 maskrcnn/tf.math.minimum_25/Minimum"; +"6676 maskrcnn/tf.stack_20/stack" -> "6691 maskrcnn/tf.reshape_52/Reshape"; +"6678 maskrcnn/tf.math.subtract_70/Sub" -> "6700 maskrcnn/tf.math.subtract_70/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"6680 maskrcnn/tf.math.subtract_69/Sub" -> "6709 maskrcnn/tf.math.subtract_69/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"6681 maskrcnn/tf.math.minimum_25/Minimum" -> "6710 maskrcnn/tf.stack_19/stack"; +"6687 maskrcnn/tf.compat.v1.gather_4/GatherV2/params" -> "6689 maskrcnn/tf.compat.v1.gather_4/GatherV2"; +"6688 maskrcnn/tf.compat.v1.gather_4/GatherV2/axis" -> "6689 maskrcnn/tf.compat.v1.gather_4/GatherV2"; +"6689 maskrcnn/tf.compat.v1.gather_4/GatherV2" -> "6713 maskrcnn/tf.expand_dims_33/ExpandDims"; +"6690 maskrcnn/tf.reshape_52/Reshape/shape" -> "6691 maskrcnn/tf.reshape_52/Reshape"; +"6691 maskrcnn/tf.reshape_52/Reshape" -> "6711 maskrcnn/tf.cast_40/Cast"; +"6692 maskrcnn/tf.math.subtract_70/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "6693 maskrcnn/tf.math.subtract_70/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"6693 maskrcnn/tf.math.subtract_70/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "6694 maskrcnn/tf.math.subtract_70/fake_quantize/SymmQuant/Abs"; +"6694 maskrcnn/tf.math.subtract_70/fake_quantize/SymmQuant/Abs" -> "6696 maskrcnn/tf.math.subtract_70/fake_quantize/SymmQuant/add"; +"6695 maskrcnn/tf.math.subtract_70/fake_quantize/SymmQuant/add/y" -> "6696 maskrcnn/tf.math.subtract_70/fake_quantize/SymmQuant/add"; +"6696 maskrcnn/tf.math.subtract_70/fake_quantize/SymmQuant/add" -> "6699 maskrcnn/tf.math.subtract_70/fake_quantize/SymmQuant/mul"; +"6696 maskrcnn/tf.math.subtract_70/fake_quantize/SymmQuant/add" -> "6700 maskrcnn/tf.math.subtract_70/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"6697 maskrcnn/tf.math.subtract_70/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "6698 maskrcnn/tf.math.subtract_70/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"6698 maskrcnn/tf.math.subtract_70/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "6699 maskrcnn/tf.math.subtract_70/fake_quantize/SymmQuant/mul"; +"6699 maskrcnn/tf.math.subtract_70/fake_quantize/SymmQuant/mul" -> "6700 maskrcnn/tf.math.subtract_70/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"6700 maskrcnn/tf.math.subtract_70/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6714 maskrcnn/tf.stack_22/stack"; +"6701 maskrcnn/tf.math.subtract_69/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "6702 maskrcnn/tf.math.subtract_69/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"6702 maskrcnn/tf.math.subtract_69/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "6703 maskrcnn/tf.math.subtract_69/fake_quantize/SymmQuant/Abs"; +"6703 maskrcnn/tf.math.subtract_69/fake_quantize/SymmQuant/Abs" -> "6705 maskrcnn/tf.math.subtract_69/fake_quantize/SymmQuant/add"; +"6704 maskrcnn/tf.math.subtract_69/fake_quantize/SymmQuant/add/y" -> "6705 maskrcnn/tf.math.subtract_69/fake_quantize/SymmQuant/add"; +"6705 maskrcnn/tf.math.subtract_69/fake_quantize/SymmQuant/add" -> "6708 maskrcnn/tf.math.subtract_69/fake_quantize/SymmQuant/mul"; +"6705 maskrcnn/tf.math.subtract_69/fake_quantize/SymmQuant/add" -> "6709 maskrcnn/tf.math.subtract_69/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"6706 maskrcnn/tf.math.subtract_69/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "6707 maskrcnn/tf.math.subtract_69/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"6707 maskrcnn/tf.math.subtract_69/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "6708 maskrcnn/tf.math.subtract_69/fake_quantize/SymmQuant/mul"; +"6708 maskrcnn/tf.math.subtract_69/fake_quantize/SymmQuant/mul" -> "6709 maskrcnn/tf.math.subtract_69/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"6709 maskrcnn/tf.math.subtract_69/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6715 maskrcnn/tf.stack_21/stack"; +"6710 maskrcnn/tf.stack_19/stack" -> "6717 maskrcnn/tf.reshape_51/Reshape"; +"6711 maskrcnn/tf.cast_40/Cast" -> "6718 maskrcnn/tf.math.multiply_89/Mul"; +"6712 maskrcnn/tf.expand_dims_33/ExpandDims/dim" -> "6713 maskrcnn/tf.expand_dims_33/ExpandDims"; +"6713 maskrcnn/tf.expand_dims_33/ExpandDims" -> "6718 maskrcnn/tf.math.multiply_89/Mul"; +"6714 maskrcnn/tf.stack_22/stack" -> "6728 maskrcnn/tf.reshape_50/Reshape"; +"6715 maskrcnn/tf.stack_21/stack" -> "6730 maskrcnn/tf.reshape_49/Reshape"; +"6716 maskrcnn/tf.reshape_51/Reshape/shape" -> "6717 maskrcnn/tf.reshape_51/Reshape"; +"6717 maskrcnn/tf.reshape_51/Reshape" -> "6731 maskrcnn/tf.cast_39/Cast"; +"6718 maskrcnn/tf.math.multiply_89/Mul" -> "6733 maskrcnn/tf.reshape_54/Reshape"; +"6724 maskrcnn/tf.compat.v1.gather_3/GatherV2/params" -> "6726 maskrcnn/tf.compat.v1.gather_3/GatherV2"; +"6725 maskrcnn/tf.compat.v1.gather_3/GatherV2/axis" -> "6726 maskrcnn/tf.compat.v1.gather_3/GatherV2"; +"6726 maskrcnn/tf.compat.v1.gather_3/GatherV2" -> "6735 maskrcnn/tf.reshape_53/Reshape"; +"6727 maskrcnn/tf.reshape_50/Reshape/shape" -> "6728 maskrcnn/tf.reshape_50/Reshape"; +"6728 maskrcnn/tf.reshape_50/Reshape" -> "6739 maskrcnn/tf.reshape_59/Reshape"; +"6729 maskrcnn/tf.reshape_49/Reshape/shape" -> "6730 maskrcnn/tf.reshape_49/Reshape"; +"6730 maskrcnn/tf.reshape_49/Reshape" -> "6737 maskrcnn/tf.reshape_58/Reshape"; +"6731 maskrcnn/tf.cast_39/Cast" -> "6741 maskrcnn/tf.reshape_55/Reshape"; +"6732 maskrcnn/tf.reshape_54/Reshape/shape" -> "6733 maskrcnn/tf.reshape_54/Reshape"; +"6733 maskrcnn/tf.reshape_54/Reshape" -> "6745 maskrcnn/tf.tile_5/Tile"; +"6734 maskrcnn/tf.reshape_53/Reshape/shape" -> "6735 maskrcnn/tf.reshape_53/Reshape"; +"6735 maskrcnn/tf.reshape_53/Reshape" -> "6743 maskrcnn/tf.tile_4/Tile"; +"6736 maskrcnn/tf.reshape_58/Reshape/shape" -> "6737 maskrcnn/tf.reshape_58/Reshape"; +"6737 maskrcnn/tf.reshape_58/Reshape" -> "6746 maskrcnn/tf.math.multiply_90/Mul"; +"6738 maskrcnn/tf.reshape_59/Reshape/shape" -> "6739 maskrcnn/tf.reshape_59/Reshape"; +"6739 maskrcnn/tf.reshape_59/Reshape" -> "6746 maskrcnn/tf.math.multiply_90/Mul"; +"6740 maskrcnn/tf.reshape_55/Reshape/shape" -> "6741 maskrcnn/tf.reshape_55/Reshape"; +"6741 maskrcnn/tf.reshape_55/Reshape" -> "6749 maskrcnn/tf.tile_6/Tile"; +"6742 maskrcnn/tf.tile_4/Tile/multiples" -> "6743 maskrcnn/tf.tile_4/Tile"; +"6743 maskrcnn/tf.tile_4/Tile" -> "6747 maskrcnn/tf.__operators__.add_99/AddV2"; +"6744 maskrcnn/tf.tile_5/Tile/multiples" -> "6745 maskrcnn/tf.tile_5/Tile"; +"6745 maskrcnn/tf.tile_5/Tile" -> "6747 maskrcnn/tf.__operators__.add_99/AddV2"; +"6746 maskrcnn/tf.math.multiply_90/Mul" -> "6758 maskrcnn/tf.math.multiply_90/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"6747 maskrcnn/tf.__operators__.add_99/AddV2" -> "6759 maskrcnn/tf.__operators__.add_100/AddV2"; +"6748 maskrcnn/tf.tile_6/Tile/multiples" -> "6749 maskrcnn/tf.tile_6/Tile"; +"6749 maskrcnn/tf.tile_6/Tile" -> "6759 maskrcnn/tf.__operators__.add_100/AddV2"; +"6750 maskrcnn/tf.math.multiply_90/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "6751 maskrcnn/tf.math.multiply_90/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"6751 maskrcnn/tf.math.multiply_90/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "6752 maskrcnn/tf.math.multiply_90/fake_quantize/SymmQuant/Abs"; +"6752 maskrcnn/tf.math.multiply_90/fake_quantize/SymmQuant/Abs" -> "6754 maskrcnn/tf.math.multiply_90/fake_quantize/SymmQuant/add"; +"6753 maskrcnn/tf.math.multiply_90/fake_quantize/SymmQuant/add/y" -> "6754 maskrcnn/tf.math.multiply_90/fake_quantize/SymmQuant/add"; +"6754 maskrcnn/tf.math.multiply_90/fake_quantize/SymmQuant/add" -> "6757 maskrcnn/tf.math.multiply_90/fake_quantize/SymmQuant/mul"; +"6754 maskrcnn/tf.math.multiply_90/fake_quantize/SymmQuant/add" -> "6758 maskrcnn/tf.math.multiply_90/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"6755 maskrcnn/tf.math.multiply_90/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "6756 maskrcnn/tf.math.multiply_90/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"6756 maskrcnn/tf.math.multiply_90/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "6757 maskrcnn/tf.math.multiply_90/fake_quantize/SymmQuant/mul"; +"6757 maskrcnn/tf.math.multiply_90/fake_quantize/SymmQuant/mul" -> "6758 maskrcnn/tf.math.multiply_90/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"6758 maskrcnn/tf.math.multiply_90/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6771 maskrcnn/tf.math.multiply_91/Mul"; +"6759 maskrcnn/tf.__operators__.add_100/AddV2" -> "6773 maskrcnn/tf.__operators__.add_101/AddV2"; +"6760 maskrcnn/tf.reshape_39/Reshape/shape" -> "6761 maskrcnn/tf.reshape_39/Reshape"; +"6761 maskrcnn/tf.reshape_39/Reshape" -> "6775 maskrcnn/tf.concat_17/concat"; +"6762 maskrcnn/tf.reshape_41/Reshape/shape" -> "6763 maskrcnn/tf.reshape_41/Reshape"; +"6763 maskrcnn/tf.reshape_41/Reshape" -> "6775 maskrcnn/tf.concat_17/concat"; +"6764 maskrcnn/tf.reshape_43/Reshape/shape" -> "6765 maskrcnn/tf.reshape_43/Reshape"; +"6765 maskrcnn/tf.reshape_43/Reshape" -> "6775 maskrcnn/tf.concat_17/concat"; +"6766 maskrcnn/tf.reshape_45/Reshape/shape" -> "6767 maskrcnn/tf.reshape_45/Reshape"; +"6767 maskrcnn/tf.reshape_45/Reshape" -> "6775 maskrcnn/tf.concat_17/concat"; +"6768 maskrcnn/tf.reshape_47/Reshape/shape" -> "6769 maskrcnn/tf.reshape_47/Reshape"; +"6769 maskrcnn/tf.reshape_47/Reshape" -> "6775 maskrcnn/tf.concat_17/concat"; +"6770 maskrcnn/tf.math.multiply_91/Mul/y" -> "6771 maskrcnn/tf.math.multiply_91/Mul"; +"6771 maskrcnn/tf.math.multiply_91/Mul" -> "6784 maskrcnn/tf.math.multiply_91/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"6772 maskrcnn/tf.__operators__.add_101/y" -> "6773 maskrcnn/tf.__operators__.add_101/AddV2"; +"6773 maskrcnn/tf.__operators__.add_101/AddV2" -> "6788 maskrcnn/tf.reshape_56/Reshape"; +"6774 maskrcnn/tf.concat_17/concat/axis" -> "6775 maskrcnn/tf.concat_17/concat"; +"6775 maskrcnn/tf.concat_17/concat" -> "6786 maskrcnn/tf.reshape_48/Reshape"; +"6776 maskrcnn/tf.math.multiply_91/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "6777 maskrcnn/tf.math.multiply_91/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"6777 maskrcnn/tf.math.multiply_91/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "6778 maskrcnn/tf.math.multiply_91/fake_quantize/SymmQuant/Abs"; +"6778 maskrcnn/tf.math.multiply_91/fake_quantize/SymmQuant/Abs" -> "6780 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-> "6910 maskrcnn/mask-conv-l3/BiasAdd"; +"6908 maskrcnn/mask-conv-l3/BiasAdd/ReadVariableOp/resource" -> "6909 maskrcnn/mask-conv-l3/BiasAdd/ReadVariableOp"; +"6909 maskrcnn/mask-conv-l3/BiasAdd/ReadVariableOp" -> "6910 maskrcnn/mask-conv-l3/BiasAdd"; +"6910 maskrcnn/mask-conv-l3/BiasAdd" -> "6911 maskrcnn/mask-conv-l3/Relu"; +"6911 maskrcnn/mask-conv-l3/Relu" -> "6920 maskrcnn/mask-conv-l3/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"6912 maskrcnn/mask-conv-l3/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "6913 maskrcnn/mask-conv-l3/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"6913 maskrcnn/mask-conv-l3/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "6914 maskrcnn/mask-conv-l3/fake_quantize/SymmQuant/Abs"; +"6914 maskrcnn/mask-conv-l3/fake_quantize/SymmQuant/Abs" -> "6916 maskrcnn/mask-conv-l3/fake_quantize/SymmQuant/add"; +"6915 maskrcnn/mask-conv-l3/fake_quantize/SymmQuant/add/y" -> "6916 maskrcnn/mask-conv-l3/fake_quantize/SymmQuant/add"; +"6916 maskrcnn/mask-conv-l3/fake_quantize/SymmQuant/add" -> "6919 maskrcnn/mask-conv-l3/fake_quantize/SymmQuant/mul"; +"6916 maskrcnn/mask-conv-l3/fake_quantize/SymmQuant/add" -> "6920 maskrcnn/mask-conv-l3/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"6917 maskrcnn/mask-conv-l3/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "6918 maskrcnn/mask-conv-l3/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"6918 maskrcnn/mask-conv-l3/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "6919 maskrcnn/mask-conv-l3/fake_quantize/SymmQuant/mul"; +"6919 maskrcnn/mask-conv-l3/fake_quantize/SymmQuant/mul" -> "6920 maskrcnn/mask-conv-l3/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"6920 maskrcnn/mask-conv-l3/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6945 maskrcnn/conv5-mask/conv2d_transpose"; +"6921 maskrcnn/conv5-mask/SymmQuant/Abs/ReadVariableOp/resource" -> "6922 maskrcnn/conv5-mask/SymmQuant/Abs/ReadVariableOp"; +"6922 maskrcnn/conv5-mask/SymmQuant/Abs/ReadVariableOp" -> "6923 maskrcnn/conv5-mask/SymmQuant/Abs"; +"6923 maskrcnn/conv5-mask/SymmQuant/Abs" -> "6925 maskrcnn/conv5-mask/SymmQuant/add"; +"6924 maskrcnn/conv5-mask/SymmQuant/add/y" -> "6925 maskrcnn/conv5-mask/SymmQuant/add"; +"6925 maskrcnn/conv5-mask/SymmQuant/add" -> "6928 maskrcnn/conv5-mask/SymmQuant/mul"; +"6925 maskrcnn/conv5-mask/SymmQuant/add" -> "6931 maskrcnn/conv5-mask/SymmQuant/FakeQuantWithMinMaxVars"; +"6926 maskrcnn/conv5-mask/SymmQuant/mul/ReadVariableOp/resource" -> "6927 maskrcnn/conv5-mask/SymmQuant/mul/ReadVariableOp"; +"6927 maskrcnn/conv5-mask/SymmQuant/mul/ReadVariableOp" -> "6928 maskrcnn/conv5-mask/SymmQuant/mul"; +"6928 maskrcnn/conv5-mask/SymmQuant/mul" -> "6931 maskrcnn/conv5-mask/SymmQuant/FakeQuantWithMinMaxVars"; +"6929 maskrcnn/conv5-mask/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "6930 maskrcnn/conv5-mask/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"6930 maskrcnn/conv5-mask/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "6931 maskrcnn/conv5-mask/SymmQuant/FakeQuantWithMinMaxVars"; +"6931 maskrcnn/conv5-mask/SymmQuant/FakeQuantWithMinMaxVars" -> "6945 maskrcnn/conv5-mask/conv2d_transpose"; +"6932 maskrcnn/conv5-mask/Shape" -> "6936 maskrcnn/conv5-mask/strided_slice"; +"6933 maskrcnn/conv5-mask/strided_slice/stack" -> "6936 maskrcnn/conv5-mask/strided_slice"; +"6934 maskrcnn/conv5-mask/strided_slice/stack_1" -> "6936 maskrcnn/conv5-mask/strided_slice"; +"6935 maskrcnn/conv5-mask/strided_slice/stack_2" -> "6936 maskrcnn/conv5-mask/strided_slice"; +"6936 maskrcnn/conv5-mask/strided_slice" -> "6940 maskrcnn/conv5-mask/stack"; +"6937 maskrcnn/conv5-mask/stack/1" -> "6940 maskrcnn/conv5-mask/stack"; +"6938 maskrcnn/conv5-mask/stack/2" -> "6940 maskrcnn/conv5-mask/stack"; +"6939 maskrcnn/conv5-mask/stack/3" -> "6940 maskrcnn/conv5-mask/stack"; +"6940 maskrcnn/conv5-mask/stack" -> "6944 maskrcnn/conv5-mask/strided_slice_1"; +"6940 maskrcnn/conv5-mask/stack" -> "6945 maskrcnn/conv5-mask/conv2d_transpose"; +"6941 maskrcnn/conv5-mask/strided_slice_1/stack" -> "6944 maskrcnn/conv5-mask/strided_slice_1"; +"6942 maskrcnn/conv5-mask/strided_slice_1/stack_1" -> "6944 maskrcnn/conv5-mask/strided_slice_1"; +"6943 maskrcnn/conv5-mask/strided_slice_1/stack_2" -> "6944 maskrcnn/conv5-mask/strided_slice_1"; +"6945 maskrcnn/conv5-mask/conv2d_transpose" -> "6948 maskrcnn/conv5-mask/BiasAdd"; +"6946 maskrcnn/conv5-mask/BiasAdd/ReadVariableOp/resource" -> "6947 maskrcnn/conv5-mask/BiasAdd/ReadVariableOp"; +"6947 maskrcnn/conv5-mask/BiasAdd/ReadVariableOp" -> "6948 maskrcnn/conv5-mask/BiasAdd"; +"6948 maskrcnn/conv5-mask/BiasAdd" -> "6949 maskrcnn/conv5-mask/Relu"; +"6949 maskrcnn/conv5-mask/Relu" -> "6958 maskrcnn/conv5-mask/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"6950 maskrcnn/conv5-mask/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "6951 maskrcnn/conv5-mask/fake_quantize/SymmQuant/Abs/ReadVariableOp"; +"6951 maskrcnn/conv5-mask/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "6952 maskrcnn/conv5-mask/fake_quantize/SymmQuant/Abs"; +"6952 maskrcnn/conv5-mask/fake_quantize/SymmQuant/Abs" -> "6954 maskrcnn/conv5-mask/fake_quantize/SymmQuant/add"; +"6953 maskrcnn/conv5-mask/fake_quantize/SymmQuant/add/y" -> "6954 maskrcnn/conv5-mask/fake_quantize/SymmQuant/add"; +"6954 maskrcnn/conv5-mask/fake_quantize/SymmQuant/add" -> "6957 maskrcnn/conv5-mask/fake_quantize/SymmQuant/mul"; +"6954 maskrcnn/conv5-mask/fake_quantize/SymmQuant/add" -> "6958 maskrcnn/conv5-mask/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"6955 maskrcnn/conv5-mask/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "6956 maskrcnn/conv5-mask/fake_quantize/SymmQuant/mul/ReadVariableOp"; +"6956 maskrcnn/conv5-mask/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "6957 maskrcnn/conv5-mask/fake_quantize/SymmQuant/mul"; +"6957 maskrcnn/conv5-mask/fake_quantize/SymmQuant/mul" -> "6958 maskrcnn/conv5-mask/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; +"6958 maskrcnn/conv5-mask/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6973 maskrcnn/mask_fcn_logits/Conv2D"; +"6959 maskrcnn/tf.cast_32/Cast" -> "6961 maskrcnn/tf.__operators__.add_67/AddV2"; +"6960 maskrcnn/tf.__operators__.add_67/y" -> "6961 maskrcnn/tf.__operators__.add_67/AddV2"; +"6961 maskrcnn/tf.__operators__.add_67/AddV2" -> "19976 maskrcnn/tf.stack_23/stack_1"; +"6961 maskrcnn/tf.__operators__.add_67/AddV2" -> "19982 Identity_3"; +"6962 maskrcnn/mask_fcn_logits/SymmQuant/Abs/ReadVariableOp/resource" -> "6963 maskrcnn/mask_fcn_logits/SymmQuant/Abs/ReadVariableOp"; +"6963 maskrcnn/mask_fcn_logits/SymmQuant/Abs/ReadVariableOp" -> "6964 maskrcnn/mask_fcn_logits/SymmQuant/Abs"; +"6964 maskrcnn/mask_fcn_logits/SymmQuant/Abs" -> "6966 maskrcnn/mask_fcn_logits/SymmQuant/add"; +"6965 maskrcnn/mask_fcn_logits/SymmQuant/add/y" -> "6966 maskrcnn/mask_fcn_logits/SymmQuant/add"; +"6966 maskrcnn/mask_fcn_logits/SymmQuant/add" -> "6969 maskrcnn/mask_fcn_logits/SymmQuant/mul"; +"6966 maskrcnn/mask_fcn_logits/SymmQuant/add" -> "6972 maskrcnn/mask_fcn_logits/SymmQuant/FakeQuantWithMinMaxVars"; +"6967 maskrcnn/mask_fcn_logits/SymmQuant/mul/ReadVariableOp/resource" -> "6968 maskrcnn/mask_fcn_logits/SymmQuant/mul/ReadVariableOp"; +"6968 maskrcnn/mask_fcn_logits/SymmQuant/mul/ReadVariableOp" -> "6969 maskrcnn/mask_fcn_logits/SymmQuant/mul"; +"6969 maskrcnn/mask_fcn_logits/SymmQuant/mul" -> "6972 maskrcnn/mask_fcn_logits/SymmQuant/FakeQuantWithMinMaxVars"; +"6970 maskrcnn/mask_fcn_logits/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "6971 maskrcnn/mask_fcn_logits/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; +"6971 maskrcnn/mask_fcn_logits/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "6972 maskrcnn/mask_fcn_logits/SymmQuant/FakeQuantWithMinMaxVars"; +"6972 maskrcnn/mask_fcn_logits/SymmQuant/FakeQuantWithMinMaxVars" -> "6973 maskrcnn/mask_fcn_logits/Conv2D"; +"6973 maskrcnn/mask_fcn_logits/Conv2D" -> "6976 maskrcnn/mask_fcn_logits/BiasAdd"; 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maskrcnn/tf.stack_23/stack_1/values_0/12" -> "19910 maskrcnn/tf.stack_23/stack_1/values_0"; +"19859 maskrcnn/tf.stack_23/stack_1/values_0/13" -> "19910 maskrcnn/tf.stack_23/stack_1/values_0"; +"19860 maskrcnn/tf.stack_23/stack_1/values_0/14" -> "19910 maskrcnn/tf.stack_23/stack_1/values_0"; +"19861 maskrcnn/tf.stack_23/stack_1/values_0/15" -> "19910 maskrcnn/tf.stack_23/stack_1/values_0"; +"19862 maskrcnn/tf.stack_23/stack_1/values_0/16" -> "19910 maskrcnn/tf.stack_23/stack_1/values_0"; +"19863 maskrcnn/tf.stack_23/stack_1/values_0/17" -> "19910 maskrcnn/tf.stack_23/stack_1/values_0"; +"19864 maskrcnn/tf.stack_23/stack_1/values_0/18" -> "19910 maskrcnn/tf.stack_23/stack_1/values_0"; +"19865 maskrcnn/tf.stack_23/stack_1/values_0/19" -> "19910 maskrcnn/tf.stack_23/stack_1/values_0"; +"19866 maskrcnn/tf.stack_23/stack_1/values_0/20" -> "19910 maskrcnn/tf.stack_23/stack_1/values_0"; +"19867 maskrcnn/tf.stack_23/stack_1/values_0/21" -> "19910 maskrcnn/tf.stack_23/stack_1/values_0"; +"19868 maskrcnn/tf.stack_23/stack_1/values_0/22" -> "19910 maskrcnn/tf.stack_23/stack_1/values_0"; +"19869 maskrcnn/tf.stack_23/stack_1/values_0/23" -> "19910 maskrcnn/tf.stack_23/stack_1/values_0"; +"19870 maskrcnn/tf.stack_23/stack_1/values_0/24" -> "19910 maskrcnn/tf.stack_23/stack_1/values_0"; +"19871 maskrcnn/tf.stack_23/stack_1/values_0/25" -> "19910 maskrcnn/tf.stack_23/stack_1/values_0"; +"19872 maskrcnn/tf.stack_23/stack_1/values_0/26" -> "19910 maskrcnn/tf.stack_23/stack_1/values_0"; +"19873 maskrcnn/tf.stack_23/stack_1/values_0/27" -> "19910 maskrcnn/tf.stack_23/stack_1/values_0"; +"19874 maskrcnn/tf.stack_23/stack_1/values_0/28" -> "19910 maskrcnn/tf.stack_23/stack_1/values_0"; +"19875 maskrcnn/tf.stack_23/stack_1/values_0/29" -> "19910 maskrcnn/tf.stack_23/stack_1/values_0"; +"19876 maskrcnn/tf.stack_23/stack_1/values_0/30" -> "19910 maskrcnn/tf.stack_23/stack_1/values_0"; +"19877 maskrcnn/tf.stack_23/stack_1/values_0/31" -> "19910 maskrcnn/tf.stack_23/stack_1/values_0"; +"19878 maskrcnn/tf.stack_23/stack_1/values_0/32" -> "19910 maskrcnn/tf.stack_23/stack_1/values_0"; +"19879 maskrcnn/tf.stack_23/stack_1/values_0/33" -> "19910 maskrcnn/tf.stack_23/stack_1/values_0"; +"19880 maskrcnn/tf.stack_23/stack_1/values_0/34" -> "19910 maskrcnn/tf.stack_23/stack_1/values_0"; +"19881 maskrcnn/tf.stack_23/stack_1/values_0/35" -> "19910 maskrcnn/tf.stack_23/stack_1/values_0"; +"19882 maskrcnn/tf.stack_23/stack_1/values_0/36" -> "19910 maskrcnn/tf.stack_23/stack_1/values_0"; +"19883 maskrcnn/tf.stack_23/stack_1/values_0/37" -> "19910 maskrcnn/tf.stack_23/stack_1/values_0"; +"19884 maskrcnn/tf.stack_23/stack_1/values_0/38" -> "19910 maskrcnn/tf.stack_23/stack_1/values_0"; +"19885 maskrcnn/tf.stack_23/stack_1/values_0/39" -> "19910 maskrcnn/tf.stack_23/stack_1/values_0"; +"19886 maskrcnn/tf.stack_23/stack_1/values_0/40" -> "19910 maskrcnn/tf.stack_23/stack_1/values_0"; +"19887 maskrcnn/tf.stack_23/stack_1/values_0/41" -> "19910 maskrcnn/tf.stack_23/stack_1/values_0"; +"19888 maskrcnn/tf.stack_23/stack_1/values_0/42" -> "19910 maskrcnn/tf.stack_23/stack_1/values_0"; +"19889 maskrcnn/tf.stack_23/stack_1/values_0/43" -> "19910 maskrcnn/tf.stack_23/stack_1/values_0"; +"19890 maskrcnn/tf.stack_23/stack_1/values_0/44" -> "19910 maskrcnn/tf.stack_23/stack_1/values_0"; +"19891 maskrcnn/tf.stack_23/stack_1/values_0/45" -> "19910 maskrcnn/tf.stack_23/stack_1/values_0"; +"19892 maskrcnn/tf.stack_23/stack_1/values_0/46" -> "19910 maskrcnn/tf.stack_23/stack_1/values_0"; +"19893 maskrcnn/tf.stack_23/stack_1/values_0/47" -> "19910 maskrcnn/tf.stack_23/stack_1/values_0"; +"19894 maskrcnn/tf.stack_23/stack_1/values_0/48" -> "19910 maskrcnn/tf.stack_23/stack_1/values_0"; +"19895 maskrcnn/tf.stack_23/stack_1/values_0/49" -> "19910 maskrcnn/tf.stack_23/stack_1/values_0"; +"19896 maskrcnn/tf.stack_23/stack_1/values_0/50" -> "19910 maskrcnn/tf.stack_23/stack_1/values_0"; +"19897 maskrcnn/tf.stack_23/stack_1/values_0/51" -> "19910 maskrcnn/tf.stack_23/stack_1/values_0"; +"19898 maskrcnn/tf.stack_23/stack_1/values_0/52" -> "19910 maskrcnn/tf.stack_23/stack_1/values_0"; +"19899 maskrcnn/tf.stack_23/stack_1/values_0/53" -> "19910 maskrcnn/tf.stack_23/stack_1/values_0"; +"19900 maskrcnn/tf.stack_23/stack_1/values_0/54" -> "19910 maskrcnn/tf.stack_23/stack_1/values_0"; +"19901 maskrcnn/tf.stack_23/stack_1/values_0/55" -> "19910 maskrcnn/tf.stack_23/stack_1/values_0"; +"19902 maskrcnn/tf.stack_23/stack_1/values_0/56" -> "19910 maskrcnn/tf.stack_23/stack_1/values_0"; +"19903 maskrcnn/tf.stack_23/stack_1/values_0/57" -> "19910 maskrcnn/tf.stack_23/stack_1/values_0"; +"19904 maskrcnn/tf.stack_23/stack_1/values_0/58" -> "19910 maskrcnn/tf.stack_23/stack_1/values_0"; +"19905 maskrcnn/tf.stack_23/stack_1/values_0/59" -> "19910 maskrcnn/tf.stack_23/stack_1/values_0"; +"19906 maskrcnn/tf.stack_23/stack_1/values_0/60" -> "19910 maskrcnn/tf.stack_23/stack_1/values_0"; +"19907 maskrcnn/tf.stack_23/stack_1/values_0/61" -> "19910 maskrcnn/tf.stack_23/stack_1/values_0"; +"19908 maskrcnn/tf.stack_23/stack_1/values_0/62" -> "19910 maskrcnn/tf.stack_23/stack_1/values_0"; +"19909 maskrcnn/tf.stack_23/stack_1/values_0/63" -> "19910 maskrcnn/tf.stack_23/stack_1/values_0"; +"19910 maskrcnn/tf.stack_23/stack_1/values_0" -> "19976 maskrcnn/tf.stack_23/stack_1"; +"19911 maskrcnn/tf.stack_23/stack_1/values_1/0" -> "19975 maskrcnn/tf.stack_23/stack_1/values_1"; +"19912 maskrcnn/tf.stack_23/stack_1/values_1/1" -> "19975 maskrcnn/tf.stack_23/stack_1/values_1"; +"19913 maskrcnn/tf.stack_23/stack_1/values_1/2" -> "19975 maskrcnn/tf.stack_23/stack_1/values_1"; +"19914 maskrcnn/tf.stack_23/stack_1/values_1/3" -> "19975 maskrcnn/tf.stack_23/stack_1/values_1"; +"19915 maskrcnn/tf.stack_23/stack_1/values_1/4" -> "19975 maskrcnn/tf.stack_23/stack_1/values_1"; +"19916 maskrcnn/tf.stack_23/stack_1/values_1/5" -> "19975 maskrcnn/tf.stack_23/stack_1/values_1"; +"19917 maskrcnn/tf.stack_23/stack_1/values_1/6" -> "19975 maskrcnn/tf.stack_23/stack_1/values_1"; +"19918 maskrcnn/tf.stack_23/stack_1/values_1/7" -> "19975 maskrcnn/tf.stack_23/stack_1/values_1"; +"19919 maskrcnn/tf.stack_23/stack_1/values_1/8" -> "19975 maskrcnn/tf.stack_23/stack_1/values_1"; +"19920 maskrcnn/tf.stack_23/stack_1/values_1/9" -> "19975 maskrcnn/tf.stack_23/stack_1/values_1"; +"19921 maskrcnn/tf.stack_23/stack_1/values_1/10" -> "19975 maskrcnn/tf.stack_23/stack_1/values_1"; +"19922 maskrcnn/tf.stack_23/stack_1/values_1/11" -> "19975 maskrcnn/tf.stack_23/stack_1/values_1"; +"19923 maskrcnn/tf.stack_23/stack_1/values_1/12" -> "19975 maskrcnn/tf.stack_23/stack_1/values_1"; +"19924 maskrcnn/tf.stack_23/stack_1/values_1/13" -> "19975 maskrcnn/tf.stack_23/stack_1/values_1"; +"19925 maskrcnn/tf.stack_23/stack_1/values_1/14" -> "19975 maskrcnn/tf.stack_23/stack_1/values_1"; +"19926 maskrcnn/tf.stack_23/stack_1/values_1/15" -> "19975 maskrcnn/tf.stack_23/stack_1/values_1"; +"19927 maskrcnn/tf.stack_23/stack_1/values_1/16" -> "19975 maskrcnn/tf.stack_23/stack_1/values_1"; +"19928 maskrcnn/tf.stack_23/stack_1/values_1/17" -> "19975 maskrcnn/tf.stack_23/stack_1/values_1"; +"19929 maskrcnn/tf.stack_23/stack_1/values_1/18" -> "19975 maskrcnn/tf.stack_23/stack_1/values_1"; +"19930 maskrcnn/tf.stack_23/stack_1/values_1/19" -> "19975 maskrcnn/tf.stack_23/stack_1/values_1"; +"19931 maskrcnn/tf.stack_23/stack_1/values_1/20" -> "19975 maskrcnn/tf.stack_23/stack_1/values_1"; +"19932 maskrcnn/tf.stack_23/stack_1/values_1/21" -> "19975 maskrcnn/tf.stack_23/stack_1/values_1"; +"19933 maskrcnn/tf.stack_23/stack_1/values_1/22" -> "19975 maskrcnn/tf.stack_23/stack_1/values_1"; +"19934 maskrcnn/tf.stack_23/stack_1/values_1/23" -> "19975 maskrcnn/tf.stack_23/stack_1/values_1"; +"19935 maskrcnn/tf.stack_23/stack_1/values_1/24" -> "19975 maskrcnn/tf.stack_23/stack_1/values_1"; +"19936 maskrcnn/tf.stack_23/stack_1/values_1/25" -> "19975 maskrcnn/tf.stack_23/stack_1/values_1"; +"19937 maskrcnn/tf.stack_23/stack_1/values_1/26" -> "19975 maskrcnn/tf.stack_23/stack_1/values_1"; +"19938 maskrcnn/tf.stack_23/stack_1/values_1/27" -> "19975 maskrcnn/tf.stack_23/stack_1/values_1"; +"19939 maskrcnn/tf.stack_23/stack_1/values_1/28" -> "19975 maskrcnn/tf.stack_23/stack_1/values_1"; +"19940 maskrcnn/tf.stack_23/stack_1/values_1/29" -> "19975 maskrcnn/tf.stack_23/stack_1/values_1"; +"19941 maskrcnn/tf.stack_23/stack_1/values_1/30" -> "19975 maskrcnn/tf.stack_23/stack_1/values_1"; +"19942 maskrcnn/tf.stack_23/stack_1/values_1/31" -> "19975 maskrcnn/tf.stack_23/stack_1/values_1"; +"19943 maskrcnn/tf.stack_23/stack_1/values_1/32" -> "19975 maskrcnn/tf.stack_23/stack_1/values_1"; +"19944 maskrcnn/tf.stack_23/stack_1/values_1/33" -> "19975 maskrcnn/tf.stack_23/stack_1/values_1"; +"19945 maskrcnn/tf.stack_23/stack_1/values_1/34" -> "19975 maskrcnn/tf.stack_23/stack_1/values_1"; +"19946 maskrcnn/tf.stack_23/stack_1/values_1/35" -> "19975 maskrcnn/tf.stack_23/stack_1/values_1"; +"19947 maskrcnn/tf.stack_23/stack_1/values_1/36" -> "19975 maskrcnn/tf.stack_23/stack_1/values_1"; +"19948 maskrcnn/tf.stack_23/stack_1/values_1/37" -> "19975 maskrcnn/tf.stack_23/stack_1/values_1"; +"19949 maskrcnn/tf.stack_23/stack_1/values_1/38" -> "19975 maskrcnn/tf.stack_23/stack_1/values_1"; +"19950 maskrcnn/tf.stack_23/stack_1/values_1/39" -> "19975 maskrcnn/tf.stack_23/stack_1/values_1"; +"19951 maskrcnn/tf.stack_23/stack_1/values_1/40" -> "19975 maskrcnn/tf.stack_23/stack_1/values_1"; +"19952 maskrcnn/tf.stack_23/stack_1/values_1/41" -> "19975 maskrcnn/tf.stack_23/stack_1/values_1"; +"19953 maskrcnn/tf.stack_23/stack_1/values_1/42" -> "19975 maskrcnn/tf.stack_23/stack_1/values_1"; +"19954 maskrcnn/tf.stack_23/stack_1/values_1/43" -> "19975 maskrcnn/tf.stack_23/stack_1/values_1"; +"19955 maskrcnn/tf.stack_23/stack_1/values_1/44" -> "19975 maskrcnn/tf.stack_23/stack_1/values_1"; +"19956 maskrcnn/tf.stack_23/stack_1/values_1/45" -> "19975 maskrcnn/tf.stack_23/stack_1/values_1"; +"19957 maskrcnn/tf.stack_23/stack_1/values_1/46" -> "19975 maskrcnn/tf.stack_23/stack_1/values_1"; +"19958 maskrcnn/tf.stack_23/stack_1/values_1/47" -> "19975 maskrcnn/tf.stack_23/stack_1/values_1"; +"19959 maskrcnn/tf.stack_23/stack_1/values_1/48" -> "19975 maskrcnn/tf.stack_23/stack_1/values_1"; +"19960 maskrcnn/tf.stack_23/stack_1/values_1/49" -> "19975 maskrcnn/tf.stack_23/stack_1/values_1"; +"19961 maskrcnn/tf.stack_23/stack_1/values_1/50" -> "19975 maskrcnn/tf.stack_23/stack_1/values_1"; +"19962 maskrcnn/tf.stack_23/stack_1/values_1/51" -> "19975 maskrcnn/tf.stack_23/stack_1/values_1"; +"19963 maskrcnn/tf.stack_23/stack_1/values_1/52" -> "19975 maskrcnn/tf.stack_23/stack_1/values_1"; +"19964 maskrcnn/tf.stack_23/stack_1/values_1/53" -> "19975 maskrcnn/tf.stack_23/stack_1/values_1"; +"19965 maskrcnn/tf.stack_23/stack_1/values_1/54" -> "19975 maskrcnn/tf.stack_23/stack_1/values_1"; +"19966 maskrcnn/tf.stack_23/stack_1/values_1/55" -> "19975 maskrcnn/tf.stack_23/stack_1/values_1"; +"19967 maskrcnn/tf.stack_23/stack_1/values_1/56" -> "19975 maskrcnn/tf.stack_23/stack_1/values_1"; +"19968 maskrcnn/tf.stack_23/stack_1/values_1/57" -> "19975 maskrcnn/tf.stack_23/stack_1/values_1"; +"19969 maskrcnn/tf.stack_23/stack_1/values_1/58" -> "19975 maskrcnn/tf.stack_23/stack_1/values_1"; +"19970 maskrcnn/tf.stack_23/stack_1/values_1/59" -> "19975 maskrcnn/tf.stack_23/stack_1/values_1"; +"19971 maskrcnn/tf.stack_23/stack_1/values_1/60" -> "19975 maskrcnn/tf.stack_23/stack_1/values_1"; +"19972 maskrcnn/tf.stack_23/stack_1/values_1/61" -> "19975 maskrcnn/tf.stack_23/stack_1/values_1"; +"19973 maskrcnn/tf.stack_23/stack_1/values_1/62" -> "19975 maskrcnn/tf.stack_23/stack_1/values_1"; +"19974 maskrcnn/tf.stack_23/stack_1/values_1/63" -> "19975 maskrcnn/tf.stack_23/stack_1/values_1"; +"19975 maskrcnn/tf.stack_23/stack_1/values_1" -> "19976 maskrcnn/tf.stack_23/stack_1"; +"19976 maskrcnn/tf.stack_23/stack_1" -> "19977 maskrcnn/tf.compat.v1.gather_nd_1/GatherNd"; +"19977 maskrcnn/tf.compat.v1.gather_nd_1/GatherNd" -> "19978 maskrcnn/tf.math.sigmoid_5/Sigmoid"; +"19978 maskrcnn/tf.math.sigmoid_5/Sigmoid" -> "19983 Identity_4"; +} diff --git a/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_t_a_sym_t/mobilenet_v1.pb b/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_t_a_sym_t/mobilenet_v1.pb deleted file mode 120000 index 004ad70bec7..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_t_a_sym_t/mobilenet_v1.pb +++ /dev/null @@ -1 +0,0 @@ -../../../2.8/quantized/w_sym_t_a_sym_t/mobilenet_v1.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_t_a_sym_t/mobilenet_v1.pb b/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_t_a_sym_t/mobilenet_v1.pb new file mode 100644 index 00000000000..1591c59f591 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_t_a_sym_t/mobilenet_v1.pb @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c389f6b01855cda472fd0c0684abc6da659434b14cd79bcbd59781620b70e96c +size 199567 diff --git a/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_t_a_sym_t/mobilenet_v2.pb b/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_t_a_sym_t/mobilenet_v2.pb deleted file mode 120000 index 8518a5b5c1b..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_t_a_sym_t/mobilenet_v2.pb +++ /dev/null @@ -1 +0,0 @@ -../../../2.8/quantized/w_sym_t_a_sym_t/mobilenet_v2.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_t_a_sym_t/mobilenet_v2.pb b/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_t_a_sym_t/mobilenet_v2.pb new file mode 100644 index 00000000000..66705f8ade7 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_t_a_sym_t/mobilenet_v2.pb @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3dd670871b665fa77571ec2315c2709a8e1eafbbc3eb7e7cd26831a0d169776a +size 418241 diff --git a/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_t_a_sym_t/mobilenet_v2_quantize_outputs.pb b/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_t_a_sym_t/mobilenet_v2_quantize_outputs.pb deleted file mode 120000 index d7bce361d86..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_t_a_sym_t/mobilenet_v2_quantize_outputs.pb +++ /dev/null @@ -1 +0,0 @@ -../../../2.8/quantized/w_sym_t_a_sym_t/mobilenet_v2_quantize_outputs.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_t_a_sym_t/mobilenet_v2_quantize_outputs.pb b/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_t_a_sym_t/mobilenet_v2_quantize_outputs.pb new file mode 100644 index 00000000000..14dc812f449 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_t_a_sym_t/mobilenet_v2_quantize_outputs.pb @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:962b7b95737a8d4be741a2a80937b2449874a40947ec6f55059ea653a0979a87 +size 420299 diff --git a/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_t_a_sym_t/mobilenet_v3_large.pb b/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_t_a_sym_t/mobilenet_v3_large.pb deleted file mode 120000 index 9df15584267..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_t_a_sym_t/mobilenet_v3_large.pb +++ /dev/null @@ -1 +0,0 @@ -../../../2.8/quantized/w_sym_t_a_sym_t/mobilenet_v3_large.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_t_a_sym_t/mobilenet_v3_large.pb b/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_t_a_sym_t/mobilenet_v3_large.pb new file mode 100644 index 00000000000..4e97584fbf6 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.11/quantized/w_sym_t_a_sym_t/mobilenet_v3_large.pb @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid 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maskrcnn/batch_normalization/FusedBatchNormV3"; +"13 maskrcnn/batch_normalization/ReadVariableOp_1/resource" -> "14 maskrcnn/batch_normalization/ReadVariableOp_1"; +"14 maskrcnn/batch_normalization/ReadVariableOp_1" -> "19 maskrcnn/batch_normalization/FusedBatchNormV3"; +"15 maskrcnn/batch_normalization/FusedBatchNormV3/ReadVariableOp/resource" -> "16 maskrcnn/batch_normalization/FusedBatchNormV3/ReadVariableOp"; +"16 maskrcnn/batch_normalization/FusedBatchNormV3/ReadVariableOp" -> "19 maskrcnn/batch_normalization/FusedBatchNormV3"; +"17 maskrcnn/batch_normalization/FusedBatchNormV3/ReadVariableOp_1/resource" -> "18 maskrcnn/batch_normalization/FusedBatchNormV3/ReadVariableOp_1"; +"18 maskrcnn/batch_normalization/FusedBatchNormV3/ReadVariableOp_1" -> "19 maskrcnn/batch_normalization/FusedBatchNormV3"; +"19 maskrcnn/batch_normalization/FusedBatchNormV3" -> "20 maskrcnn/tf.nn.relu/Relu"; +"20 maskrcnn/tf.nn.relu/Relu" -> "21 maskrcnn/max_pooling2d/MaxPool"; +"21 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maskrcnn/conv2d_25/mul/ReadVariableOp" -> "406 maskrcnn/conv2d_25/mul"; +"406 maskrcnn/conv2d_25/mul" -> "407 maskrcnn/conv2d_25/Conv2D"; +"407 maskrcnn/conv2d_25/Conv2D" -> "416 maskrcnn/batch_normalization_25/FusedBatchNormV3"; +"408 maskrcnn/batch_normalization_25/ReadVariableOp/resource" -> "409 maskrcnn/batch_normalization_25/ReadVariableOp"; +"409 maskrcnn/batch_normalization_25/ReadVariableOp" -> "416 maskrcnn/batch_normalization_25/FusedBatchNormV3"; +"410 maskrcnn/batch_normalization_25/ReadVariableOp_1/resource" -> "411 maskrcnn/batch_normalization_25/ReadVariableOp_1"; +"411 maskrcnn/batch_normalization_25/ReadVariableOp_1" -> "416 maskrcnn/batch_normalization_25/FusedBatchNormV3"; +"412 maskrcnn/batch_normalization_25/FusedBatchNormV3/ReadVariableOp/resource" -> "413 maskrcnn/batch_normalization_25/FusedBatchNormV3/ReadVariableOp"; +"413 maskrcnn/batch_normalization_25/FusedBatchNormV3/ReadVariableOp" -> "416 maskrcnn/batch_normalization_25/FusedBatchNormV3"; +"414 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maskrcnn/batch_normalization_26/FusedBatchNormV3/ReadVariableOp_1"; +"433 maskrcnn/batch_normalization_26/FusedBatchNormV3/ReadVariableOp_1" -> "434 maskrcnn/batch_normalization_26/FusedBatchNormV3"; +"434 maskrcnn/batch_normalization_26/FusedBatchNormV3" -> "437 maskrcnn/tf.nn.relu_23/Relu"; +"435 maskrcnn/tf.compat.v1.pad_3/Pad/paddings" -> "436 maskrcnn/tf.compat.v1.pad_3/Pad"; +"436 maskrcnn/tf.compat.v1.pad_3/Pad" -> "443 maskrcnn/conv2d_24/Conv2D"; +"437 maskrcnn/tf.nn.relu_23/Relu" -> "449 maskrcnn/conv2d_27/Conv2D"; +"438 maskrcnn/conv2d_24/ReadVariableOp/resource" -> "439 maskrcnn/conv2d_24/ReadVariableOp"; +"439 maskrcnn/conv2d_24/ReadVariableOp" -> "442 maskrcnn/conv2d_24/mul"; +"440 maskrcnn/conv2d_24/mul/ReadVariableOp/resource" -> "441 maskrcnn/conv2d_24/mul/ReadVariableOp"; +"441 maskrcnn/conv2d_24/mul/ReadVariableOp" -> "442 maskrcnn/conv2d_24/mul"; +"442 maskrcnn/conv2d_24/mul" -> "443 maskrcnn/conv2d_24/Conv2D"; +"443 maskrcnn/conv2d_24/Conv2D" -> "467 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maskrcnn/tf.nn.relu_24/Relu" -> "475 maskrcnn/conv2d_28/Conv2D"; +"469 maskrcnn/tf.nn.relu_24/Relu" -> "517 maskrcnn/tf.__operators__.add_8/AddV2"; +"470 maskrcnn/conv2d_28/ReadVariableOp/resource" -> "471 maskrcnn/conv2d_28/ReadVariableOp"; +"471 maskrcnn/conv2d_28/ReadVariableOp" -> "474 maskrcnn/conv2d_28/mul"; +"472 maskrcnn/conv2d_28/mul/ReadVariableOp/resource" -> "473 maskrcnn/conv2d_28/mul/ReadVariableOp"; +"473 maskrcnn/conv2d_28/mul/ReadVariableOp" -> "474 maskrcnn/conv2d_28/mul"; +"474 maskrcnn/conv2d_28/mul" -> "475 maskrcnn/conv2d_28/Conv2D"; +"475 maskrcnn/conv2d_28/Conv2D" -> "484 maskrcnn/batch_normalization_28/FusedBatchNormV3"; +"476 maskrcnn/batch_normalization_28/ReadVariableOp/resource" -> "477 maskrcnn/batch_normalization_28/ReadVariableOp"; +"477 maskrcnn/batch_normalization_28/ReadVariableOp" -> "484 maskrcnn/batch_normalization_28/FusedBatchNormV3"; +"478 maskrcnn/batch_normalization_28/ReadVariableOp_1/resource" -> "479 maskrcnn/batch_normalization_28/ReadVariableOp_1"; +"479 maskrcnn/batch_normalization_28/ReadVariableOp_1" -> "484 maskrcnn/batch_normalization_28/FusedBatchNormV3"; +"480 maskrcnn/batch_normalization_28/FusedBatchNormV3/ReadVariableOp/resource" -> "481 maskrcnn/batch_normalization_28/FusedBatchNormV3/ReadVariableOp"; +"481 maskrcnn/batch_normalization_28/FusedBatchNormV3/ReadVariableOp" -> "484 maskrcnn/batch_normalization_28/FusedBatchNormV3"; +"482 maskrcnn/batch_normalization_28/FusedBatchNormV3/ReadVariableOp_1/resource" -> "483 maskrcnn/batch_normalization_28/FusedBatchNormV3/ReadVariableOp_1"; +"483 maskrcnn/batch_normalization_28/FusedBatchNormV3/ReadVariableOp_1" -> "484 maskrcnn/batch_normalization_28/FusedBatchNormV3"; +"484 maskrcnn/batch_normalization_28/FusedBatchNormV3" -> "485 maskrcnn/tf.nn.relu_25/Relu"; +"485 maskrcnn/tf.nn.relu_25/Relu" -> "491 maskrcnn/conv2d_29/Conv2D"; +"486 maskrcnn/conv2d_29/ReadVariableOp/resource" -> "487 maskrcnn/conv2d_29/ReadVariableOp"; 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maskrcnn/batch_normalization_29/FusedBatchNormV3/ReadVariableOp"; +"497 maskrcnn/batch_normalization_29/FusedBatchNormV3/ReadVariableOp" -> "500 maskrcnn/batch_normalization_29/FusedBatchNormV3"; +"498 maskrcnn/batch_normalization_29/FusedBatchNormV3/ReadVariableOp_1/resource" -> "499 maskrcnn/batch_normalization_29/FusedBatchNormV3/ReadVariableOp_1"; +"499 maskrcnn/batch_normalization_29/FusedBatchNormV3/ReadVariableOp_1" -> "500 maskrcnn/batch_normalization_29/FusedBatchNormV3"; +"500 maskrcnn/batch_normalization_29/FusedBatchNormV3" -> "501 maskrcnn/tf.nn.relu_26/Relu"; +"501 maskrcnn/tf.nn.relu_26/Relu" -> "507 maskrcnn/conv2d_30/Conv2D"; +"502 maskrcnn/conv2d_30/ReadVariableOp/resource" -> "503 maskrcnn/conv2d_30/ReadVariableOp"; +"503 maskrcnn/conv2d_30/ReadVariableOp" -> "506 maskrcnn/conv2d_30/mul"; +"504 maskrcnn/conv2d_30/mul/ReadVariableOp/resource" -> "505 maskrcnn/conv2d_30/mul/ReadVariableOp"; +"505 maskrcnn/conv2d_30/mul/ReadVariableOp" -> "506 maskrcnn/conv2d_30/mul"; 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maskrcnn/batch_normalization_31/FusedBatchNormV3"; +"525 maskrcnn/batch_normalization_31/ReadVariableOp/resource" -> "526 maskrcnn/batch_normalization_31/ReadVariableOp"; +"526 maskrcnn/batch_normalization_31/ReadVariableOp" -> "533 maskrcnn/batch_normalization_31/FusedBatchNormV3"; +"527 maskrcnn/batch_normalization_31/ReadVariableOp_1/resource" -> "528 maskrcnn/batch_normalization_31/ReadVariableOp_1"; +"528 maskrcnn/batch_normalization_31/ReadVariableOp_1" -> "533 maskrcnn/batch_normalization_31/FusedBatchNormV3"; +"529 maskrcnn/batch_normalization_31/FusedBatchNormV3/ReadVariableOp/resource" -> "530 maskrcnn/batch_normalization_31/FusedBatchNormV3/ReadVariableOp"; +"530 maskrcnn/batch_normalization_31/FusedBatchNormV3/ReadVariableOp" -> "533 maskrcnn/batch_normalization_31/FusedBatchNormV3"; +"531 maskrcnn/batch_normalization_31/FusedBatchNormV3/ReadVariableOp_1/resource" -> "532 maskrcnn/batch_normalization_31/FusedBatchNormV3/ReadVariableOp_1"; +"532 maskrcnn/batch_normalization_31/FusedBatchNormV3/ReadVariableOp_1" -> "533 maskrcnn/batch_normalization_31/FusedBatchNormV3"; +"533 maskrcnn/batch_normalization_31/FusedBatchNormV3" -> "534 maskrcnn/tf.nn.relu_28/Relu"; +"534 maskrcnn/tf.nn.relu_28/Relu" -> "540 maskrcnn/conv2d_32/Conv2D"; +"535 maskrcnn/conv2d_32/ReadVariableOp/resource" -> "536 maskrcnn/conv2d_32/ReadVariableOp"; +"536 maskrcnn/conv2d_32/ReadVariableOp" -> "539 maskrcnn/conv2d_32/mul"; +"537 maskrcnn/conv2d_32/mul/ReadVariableOp/resource" -> "538 maskrcnn/conv2d_32/mul/ReadVariableOp"; +"538 maskrcnn/conv2d_32/mul/ReadVariableOp" -> "539 maskrcnn/conv2d_32/mul"; +"539 maskrcnn/conv2d_32/mul" -> "540 maskrcnn/conv2d_32/Conv2D"; +"540 maskrcnn/conv2d_32/Conv2D" -> "549 maskrcnn/batch_normalization_32/FusedBatchNormV3"; +"541 maskrcnn/batch_normalization_32/ReadVariableOp/resource" -> "542 maskrcnn/batch_normalization_32/ReadVariableOp"; +"542 maskrcnn/batch_normalization_32/ReadVariableOp" -> "549 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maskrcnn/l5/ReadVariableOp" -> "887 maskrcnn/l5/mul"; +"885 maskrcnn/l5/mul/ReadVariableOp/resource" -> "886 maskrcnn/l5/mul/ReadVariableOp"; +"886 maskrcnn/l5/mul/ReadVariableOp" -> "887 maskrcnn/l5/mul"; +"887 maskrcnn/l5/mul" -> "888 maskrcnn/l5/Conv2D"; +"888 maskrcnn/l5/Conv2D" -> "891 maskrcnn/l5/BiasAdd"; +"889 maskrcnn/l5/BiasAdd/ReadVariableOp/resource" -> "890 maskrcnn/l5/BiasAdd/ReadVariableOp"; +"890 maskrcnn/l5/BiasAdd/ReadVariableOp" -> "891 maskrcnn/l5/BiasAdd"; +"891 maskrcnn/l5/BiasAdd" -> "895 maskrcnn/up_sampling2d/resize/ResizeNearestNeighbor"; +"891 maskrcnn/l5/BiasAdd" -> "938 maskrcnn/post_hoc_d5/Conv2D"; +"892 maskrcnn/up_sampling2d/Const" -> "894 maskrcnn/up_sampling2d/mul"; +"893 maskrcnn/up_sampling2d/Const_1" -> "894 maskrcnn/up_sampling2d/mul"; +"894 maskrcnn/up_sampling2d/mul" -> "895 maskrcnn/up_sampling2d/resize/ResizeNearestNeighbor"; +"895 maskrcnn/up_sampling2d/resize/ResizeNearestNeighbor" -> "905 maskrcnn/tf.__operators__.add_16/AddV2"; +"896 maskrcnn/l4/ReadVariableOp/resource" -> "897 maskrcnn/l4/ReadVariableOp"; +"897 maskrcnn/l4/ReadVariableOp" -> "900 maskrcnn/l4/mul"; +"898 maskrcnn/l4/mul/ReadVariableOp/resource" -> "899 maskrcnn/l4/mul/ReadVariableOp"; +"899 maskrcnn/l4/mul/ReadVariableOp" -> "900 maskrcnn/l4/mul"; +"900 maskrcnn/l4/mul" -> "901 maskrcnn/l4/Conv2D"; +"901 maskrcnn/l4/Conv2D" -> "904 maskrcnn/l4/BiasAdd"; +"902 maskrcnn/l4/BiasAdd/ReadVariableOp/resource" -> "903 maskrcnn/l4/BiasAdd/ReadVariableOp"; +"903 maskrcnn/l4/BiasAdd/ReadVariableOp" -> "904 maskrcnn/l4/BiasAdd"; +"904 maskrcnn/l4/BiasAdd" -> "905 maskrcnn/tf.__operators__.add_16/AddV2"; +"905 maskrcnn/tf.__operators__.add_16/AddV2" -> "909 maskrcnn/up_sampling2d_1/resize/ResizeNearestNeighbor"; +"905 maskrcnn/tf.__operators__.add_16/AddV2" -> "957 maskrcnn/post_hoc_d4/Conv2D"; +"906 maskrcnn/up_sampling2d_1/Const" -> "908 maskrcnn/up_sampling2d_1/mul"; +"907 maskrcnn/up_sampling2d_1/Const_1" -> "908 maskrcnn/up_sampling2d_1/mul"; +"908 maskrcnn/up_sampling2d_1/mul" -> "909 maskrcnn/up_sampling2d_1/resize/ResizeNearestNeighbor"; +"909 maskrcnn/up_sampling2d_1/resize/ResizeNearestNeighbor" -> "919 maskrcnn/tf.__operators__.add_17/AddV2"; +"910 maskrcnn/l3/ReadVariableOp/resource" -> "911 maskrcnn/l3/ReadVariableOp"; +"911 maskrcnn/l3/ReadVariableOp" -> "914 maskrcnn/l3/mul"; +"912 maskrcnn/l3/mul/ReadVariableOp/resource" -> "913 maskrcnn/l3/mul/ReadVariableOp"; +"913 maskrcnn/l3/mul/ReadVariableOp" -> "914 maskrcnn/l3/mul"; +"914 maskrcnn/l3/mul" -> "915 maskrcnn/l3/Conv2D"; +"915 maskrcnn/l3/Conv2D" -> "918 maskrcnn/l3/BiasAdd"; +"916 maskrcnn/l3/BiasAdd/ReadVariableOp/resource" -> "917 maskrcnn/l3/BiasAdd/ReadVariableOp"; +"917 maskrcnn/l3/BiasAdd/ReadVariableOp" -> "918 maskrcnn/l3/BiasAdd"; +"918 maskrcnn/l3/BiasAdd" -> "919 maskrcnn/tf.__operators__.add_17/AddV2"; +"919 maskrcnn/tf.__operators__.add_17/AddV2" -> "923 maskrcnn/up_sampling2d_2/resize/ResizeNearestNeighbor"; +"919 maskrcnn/tf.__operators__.add_17/AddV2" -> "966 maskrcnn/post_hoc_d3/Conv2D"; +"920 maskrcnn/up_sampling2d_2/Const" -> "922 maskrcnn/up_sampling2d_2/mul"; +"921 maskrcnn/up_sampling2d_2/Const_1" -> "922 maskrcnn/up_sampling2d_2/mul"; +"922 maskrcnn/up_sampling2d_2/mul" -> "923 maskrcnn/up_sampling2d_2/resize/ResizeNearestNeighbor"; +"923 maskrcnn/up_sampling2d_2/resize/ResizeNearestNeighbor" -> "942 maskrcnn/tf.__operators__.add_18/AddV2"; +"924 maskrcnn/l2/ReadVariableOp/resource" -> "925 maskrcnn/l2/ReadVariableOp"; +"925 maskrcnn/l2/ReadVariableOp" -> "928 maskrcnn/l2/mul"; +"926 maskrcnn/l2/mul/ReadVariableOp/resource" -> "927 maskrcnn/l2/mul/ReadVariableOp"; +"927 maskrcnn/l2/mul/ReadVariableOp" -> "928 maskrcnn/l2/mul"; +"928 maskrcnn/l2/mul" -> "929 maskrcnn/l2/Conv2D"; +"929 maskrcnn/l2/Conv2D" -> "932 maskrcnn/l2/BiasAdd"; +"930 maskrcnn/l2/BiasAdd/ReadVariableOp/resource" -> "931 maskrcnn/l2/BiasAdd/ReadVariableOp"; +"931 maskrcnn/l2/BiasAdd/ReadVariableOp" -> "932 maskrcnn/l2/BiasAdd"; +"932 maskrcnn/l2/BiasAdd" -> "942 maskrcnn/tf.__operators__.add_18/AddV2"; +"933 maskrcnn/post_hoc_d5/ReadVariableOp/resource" -> "934 maskrcnn/post_hoc_d5/ReadVariableOp"; +"934 maskrcnn/post_hoc_d5/ReadVariableOp" -> "937 maskrcnn/post_hoc_d5/mul"; +"935 maskrcnn/post_hoc_d5/mul/ReadVariableOp/resource" -> "936 maskrcnn/post_hoc_d5/mul/ReadVariableOp"; +"936 maskrcnn/post_hoc_d5/mul/ReadVariableOp" -> "937 maskrcnn/post_hoc_d5/mul"; +"937 maskrcnn/post_hoc_d5/mul" -> "938 maskrcnn/post_hoc_d5/Conv2D"; +"938 maskrcnn/post_hoc_d5/Conv2D" -> "941 maskrcnn/post_hoc_d5/BiasAdd"; +"939 maskrcnn/post_hoc_d5/BiasAdd/ReadVariableOp/resource" -> "940 maskrcnn/post_hoc_d5/BiasAdd/ReadVariableOp"; +"940 maskrcnn/post_hoc_d5/BiasAdd/ReadVariableOp" -> "941 maskrcnn/post_hoc_d5/BiasAdd"; +"941 maskrcnn/post_hoc_d5/BiasAdd" -> "948 maskrcnn/p6/Conv2D"; +"941 maskrcnn/post_hoc_d5/BiasAdd" -> "996 maskrcnn/p5-bn/FusedBatchNormV3"; +"942 maskrcnn/tf.__operators__.add_18/AddV2" -> "975 maskrcnn/post_hoc_d2/Conv2D"; +"943 maskrcnn/p6/ReadVariableOp/resource" -> "944 maskrcnn/p6/ReadVariableOp"; +"944 maskrcnn/p6/ReadVariableOp" -> "947 maskrcnn/p6/mul"; +"945 maskrcnn/p6/mul/ReadVariableOp/resource" -> "946 maskrcnn/p6/mul/ReadVariableOp"; +"946 maskrcnn/p6/mul/ReadVariableOp" -> "947 maskrcnn/p6/mul"; +"947 maskrcnn/p6/mul" -> "948 maskrcnn/p6/Conv2D"; +"948 maskrcnn/p6/Conv2D" -> "951 maskrcnn/p6/BiasAdd"; +"949 maskrcnn/p6/BiasAdd/ReadVariableOp/resource" -> "950 maskrcnn/p6/BiasAdd/ReadVariableOp"; +"950 maskrcnn/p6/BiasAdd/ReadVariableOp" -> "951 maskrcnn/p6/BiasAdd"; +"951 maskrcnn/p6/BiasAdd" -> "987 maskrcnn/p6-bn/FusedBatchNormV3"; +"952 maskrcnn/post_hoc_d4/ReadVariableOp/resource" -> "953 maskrcnn/post_hoc_d4/ReadVariableOp"; +"953 maskrcnn/post_hoc_d4/ReadVariableOp" -> "956 maskrcnn/post_hoc_d4/mul"; +"954 maskrcnn/post_hoc_d4/mul/ReadVariableOp/resource" -> "955 maskrcnn/post_hoc_d4/mul/ReadVariableOp"; +"955 maskrcnn/post_hoc_d4/mul/ReadVariableOp" -> "956 maskrcnn/post_hoc_d4/mul"; +"956 maskrcnn/post_hoc_d4/mul" -> "957 maskrcnn/post_hoc_d4/Conv2D"; +"957 maskrcnn/post_hoc_d4/Conv2D" -> "960 maskrcnn/post_hoc_d4/BiasAdd"; +"958 maskrcnn/post_hoc_d4/BiasAdd/ReadVariableOp/resource" -> "959 maskrcnn/post_hoc_d4/BiasAdd/ReadVariableOp"; +"959 maskrcnn/post_hoc_d4/BiasAdd/ReadVariableOp" -> "960 maskrcnn/post_hoc_d4/BiasAdd"; +"960 maskrcnn/post_hoc_d4/BiasAdd" -> "1005 maskrcnn/p4-bn/FusedBatchNormV3"; +"961 maskrcnn/post_hoc_d3/ReadVariableOp/resource" -> "962 maskrcnn/post_hoc_d3/ReadVariableOp"; +"962 maskrcnn/post_hoc_d3/ReadVariableOp" -> "965 maskrcnn/post_hoc_d3/mul"; +"963 maskrcnn/post_hoc_d3/mul/ReadVariableOp/resource" -> "964 maskrcnn/post_hoc_d3/mul/ReadVariableOp"; +"964 maskrcnn/post_hoc_d3/mul/ReadVariableOp" -> "965 maskrcnn/post_hoc_d3/mul"; +"965 maskrcnn/post_hoc_d3/mul" -> "966 maskrcnn/post_hoc_d3/Conv2D"; +"966 maskrcnn/post_hoc_d3/Conv2D" -> "969 maskrcnn/post_hoc_d3/BiasAdd"; +"967 maskrcnn/post_hoc_d3/BiasAdd/ReadVariableOp/resource" -> "968 maskrcnn/post_hoc_d3/BiasAdd/ReadVariableOp"; +"968 maskrcnn/post_hoc_d3/BiasAdd/ReadVariableOp" -> "969 maskrcnn/post_hoc_d3/BiasAdd"; +"969 maskrcnn/post_hoc_d3/BiasAdd" -> "1014 maskrcnn/p3-bn/FusedBatchNormV3"; +"970 maskrcnn/post_hoc_d2/ReadVariableOp/resource" -> "971 maskrcnn/post_hoc_d2/ReadVariableOp"; +"971 maskrcnn/post_hoc_d2/ReadVariableOp" -> "974 maskrcnn/post_hoc_d2/mul"; +"972 maskrcnn/post_hoc_d2/mul/ReadVariableOp/resource" -> "973 maskrcnn/post_hoc_d2/mul/ReadVariableOp"; +"973 maskrcnn/post_hoc_d2/mul/ReadVariableOp" -> "974 maskrcnn/post_hoc_d2/mul"; +"974 maskrcnn/post_hoc_d2/mul" -> "975 maskrcnn/post_hoc_d2/Conv2D"; +"975 maskrcnn/post_hoc_d2/Conv2D" -> "978 maskrcnn/post_hoc_d2/BiasAdd"; +"976 maskrcnn/post_hoc_d2/BiasAdd/ReadVariableOp/resource" -> "977 maskrcnn/post_hoc_d2/BiasAdd/ReadVariableOp"; +"977 maskrcnn/post_hoc_d2/BiasAdd/ReadVariableOp" -> "978 maskrcnn/post_hoc_d2/BiasAdd"; +"978 maskrcnn/post_hoc_d2/BiasAdd" -> "1023 maskrcnn/p2-bn/FusedBatchNormV3"; +"979 maskrcnn/p6-bn/ReadVariableOp/resource" -> "980 maskrcnn/p6-bn/ReadVariableOp"; +"980 maskrcnn/p6-bn/ReadVariableOp" -> "987 maskrcnn/p6-bn/FusedBatchNormV3"; +"981 maskrcnn/p6-bn/ReadVariableOp_1/resource" -> "982 maskrcnn/p6-bn/ReadVariableOp_1"; +"982 maskrcnn/p6-bn/ReadVariableOp_1" -> "987 maskrcnn/p6-bn/FusedBatchNormV3"; +"983 maskrcnn/p6-bn/FusedBatchNormV3/ReadVariableOp/resource" -> "984 maskrcnn/p6-bn/FusedBatchNormV3/ReadVariableOp"; +"984 maskrcnn/p6-bn/FusedBatchNormV3/ReadVariableOp" -> "987 maskrcnn/p6-bn/FusedBatchNormV3"; +"985 maskrcnn/p6-bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "986 maskrcnn/p6-bn/FusedBatchNormV3/ReadVariableOp_1"; +"986 maskrcnn/p6-bn/FusedBatchNormV3/ReadVariableOp_1" -> "987 maskrcnn/p6-bn/FusedBatchNormV3"; +"987 maskrcnn/p6-bn/FusedBatchNormV3" -> "1029 maskrcnn/rpn/Conv2D"; +"987 maskrcnn/p6-bn/FusedBatchNormV3" -> "1899 maskrcnn/tf.reshape_18/Reshape"; +"987 maskrcnn/p6-bn/FusedBatchNormV3" -> "2676 maskrcnn/tf.reshape_47/Reshape"; +"988 maskrcnn/p5-bn/ReadVariableOp/resource" -> "989 maskrcnn/p5-bn/ReadVariableOp"; +"989 maskrcnn/p5-bn/ReadVariableOp" -> "996 maskrcnn/p5-bn/FusedBatchNormV3"; +"990 maskrcnn/p5-bn/ReadVariableOp_1/resource" -> "991 maskrcnn/p5-bn/ReadVariableOp_1"; +"991 maskrcnn/p5-bn/ReadVariableOp_1" -> "996 maskrcnn/p5-bn/FusedBatchNormV3"; +"992 maskrcnn/p5-bn/FusedBatchNormV3/ReadVariableOp/resource" -> "993 maskrcnn/p5-bn/FusedBatchNormV3/ReadVariableOp"; +"993 maskrcnn/p5-bn/FusedBatchNormV3/ReadVariableOp" -> "996 maskrcnn/p5-bn/FusedBatchNormV3"; +"994 maskrcnn/p5-bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "995 maskrcnn/p5-bn/FusedBatchNormV3/ReadVariableOp_1"; +"995 maskrcnn/p5-bn/FusedBatchNormV3/ReadVariableOp_1" -> "996 maskrcnn/p5-bn/FusedBatchNormV3"; +"996 maskrcnn/p5-bn/FusedBatchNormV3" -> "1037 maskrcnn/rpn/Conv2D_1"; +"996 maskrcnn/p5-bn/FusedBatchNormV3" -> "1897 maskrcnn/tf.reshape_16/Reshape"; +"996 maskrcnn/p5-bn/FusedBatchNormV3" -> "2674 maskrcnn/tf.reshape_45/Reshape"; +"997 maskrcnn/p4-bn/ReadVariableOp/resource" -> "998 maskrcnn/p4-bn/ReadVariableOp"; +"998 maskrcnn/p4-bn/ReadVariableOp" -> "1005 maskrcnn/p4-bn/FusedBatchNormV3"; +"999 maskrcnn/p4-bn/ReadVariableOp_1/resource" -> "1000 maskrcnn/p4-bn/ReadVariableOp_1"; +"1000 maskrcnn/p4-bn/ReadVariableOp_1" -> "1005 maskrcnn/p4-bn/FusedBatchNormV3"; +"1001 maskrcnn/p4-bn/FusedBatchNormV3/ReadVariableOp/resource" -> "1002 maskrcnn/p4-bn/FusedBatchNormV3/ReadVariableOp"; +"1002 maskrcnn/p4-bn/FusedBatchNormV3/ReadVariableOp" -> "1005 maskrcnn/p4-bn/FusedBatchNormV3"; +"1003 maskrcnn/p4-bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1004 maskrcnn/p4-bn/FusedBatchNormV3/ReadVariableOp_1"; +"1004 maskrcnn/p4-bn/FusedBatchNormV3/ReadVariableOp_1" -> "1005 maskrcnn/p4-bn/FusedBatchNormV3"; +"1005 maskrcnn/p4-bn/FusedBatchNormV3" -> "1044 maskrcnn/rpn/Conv2D_2"; +"1005 maskrcnn/p4-bn/FusedBatchNormV3" -> "1895 maskrcnn/tf.reshape_14/Reshape"; +"1005 maskrcnn/p4-bn/FusedBatchNormV3" -> "2672 maskrcnn/tf.reshape_43/Reshape"; +"1006 maskrcnn/p3-bn/ReadVariableOp/resource" -> "1007 maskrcnn/p3-bn/ReadVariableOp"; +"1007 maskrcnn/p3-bn/ReadVariableOp" -> "1014 maskrcnn/p3-bn/FusedBatchNormV3"; +"1008 maskrcnn/p3-bn/ReadVariableOp_1/resource" -> "1009 maskrcnn/p3-bn/ReadVariableOp_1"; +"1009 maskrcnn/p3-bn/ReadVariableOp_1" -> "1014 maskrcnn/p3-bn/FusedBatchNormV3"; +"1010 maskrcnn/p3-bn/FusedBatchNormV3/ReadVariableOp/resource" -> "1011 maskrcnn/p3-bn/FusedBatchNormV3/ReadVariableOp"; +"1011 maskrcnn/p3-bn/FusedBatchNormV3/ReadVariableOp" -> "1014 maskrcnn/p3-bn/FusedBatchNormV3"; +"1012 maskrcnn/p3-bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1013 maskrcnn/p3-bn/FusedBatchNormV3/ReadVariableOp_1"; +"1013 maskrcnn/p3-bn/FusedBatchNormV3/ReadVariableOp_1" -> "1014 maskrcnn/p3-bn/FusedBatchNormV3"; +"1014 maskrcnn/p3-bn/FusedBatchNormV3" -> "1051 maskrcnn/rpn/Conv2D_3"; +"1014 maskrcnn/p3-bn/FusedBatchNormV3" -> "1893 maskrcnn/tf.reshape_12/Reshape"; +"1014 maskrcnn/p3-bn/FusedBatchNormV3" -> "2670 maskrcnn/tf.reshape_41/Reshape"; +"1015 maskrcnn/p2-bn/ReadVariableOp/resource" -> "1016 maskrcnn/p2-bn/ReadVariableOp"; +"1016 maskrcnn/p2-bn/ReadVariableOp" -> "1023 maskrcnn/p2-bn/FusedBatchNormV3"; +"1017 maskrcnn/p2-bn/ReadVariableOp_1/resource" -> "1018 maskrcnn/p2-bn/ReadVariableOp_1"; +"1018 maskrcnn/p2-bn/ReadVariableOp_1" -> "1023 maskrcnn/p2-bn/FusedBatchNormV3"; +"1019 maskrcnn/p2-bn/FusedBatchNormV3/ReadVariableOp/resource" -> "1020 maskrcnn/p2-bn/FusedBatchNormV3/ReadVariableOp"; +"1020 maskrcnn/p2-bn/FusedBatchNormV3/ReadVariableOp" -> "1023 maskrcnn/p2-bn/FusedBatchNormV3"; +"1021 maskrcnn/p2-bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1022 maskrcnn/p2-bn/FusedBatchNormV3/ReadVariableOp_1"; +"1022 maskrcnn/p2-bn/FusedBatchNormV3/ReadVariableOp_1" -> "1023 maskrcnn/p2-bn/FusedBatchNormV3"; +"1023 maskrcnn/p2-bn/FusedBatchNormV3" -> "1058 maskrcnn/rpn/Conv2D_4"; +"1023 maskrcnn/p2-bn/FusedBatchNormV3" -> "1891 maskrcnn/tf.reshape_10/Reshape"; +"1023 maskrcnn/p2-bn/FusedBatchNormV3" -> "2668 maskrcnn/tf.reshape_39/Reshape"; +"1024 maskrcnn/rpn/ReadVariableOp/resource" -> "1025 maskrcnn/rpn/ReadVariableOp"; +"1024 maskrcnn/rpn/ReadVariableOp/resource" -> "1034 maskrcnn/rpn/ReadVariableOp_1"; +"1024 maskrcnn/rpn/ReadVariableOp/resource" -> "1041 maskrcnn/rpn/ReadVariableOp_2"; +"1024 maskrcnn/rpn/ReadVariableOp/resource" -> "1048 maskrcnn/rpn/ReadVariableOp_3"; +"1024 maskrcnn/rpn/ReadVariableOp/resource" -> "1055 maskrcnn/rpn/ReadVariableOp_4"; +"1025 maskrcnn/rpn/ReadVariableOp" -> "1028 maskrcnn/rpn/mul"; +"1026 maskrcnn/rpn/mul/ReadVariableOp/resource" -> "1027 maskrcnn/rpn/mul/ReadVariableOp"; +"1026 maskrcnn/rpn/mul/ReadVariableOp/resource" -> "1035 maskrcnn/rpn/mul_1/ReadVariableOp"; +"1026 maskrcnn/rpn/mul/ReadVariableOp/resource" -> "1042 maskrcnn/rpn/mul_2/ReadVariableOp"; +"1026 maskrcnn/rpn/mul/ReadVariableOp/resource" -> "1049 maskrcnn/rpn/mul_3/ReadVariableOp"; +"1026 maskrcnn/rpn/mul/ReadVariableOp/resource" -> "1056 maskrcnn/rpn/mul_4/ReadVariableOp"; +"1027 maskrcnn/rpn/mul/ReadVariableOp" -> "1028 maskrcnn/rpn/mul"; +"1028 maskrcnn/rpn/mul" -> "1029 maskrcnn/rpn/Conv2D"; +"1029 maskrcnn/rpn/Conv2D" -> "1032 maskrcnn/rpn/BiasAdd"; +"1030 maskrcnn/rpn/BiasAdd/ReadVariableOp/resource" -> "1031 maskrcnn/rpn/BiasAdd/ReadVariableOp"; +"1030 maskrcnn/rpn/BiasAdd/ReadVariableOp/resource" -> "1038 maskrcnn/rpn/BiasAdd_1/ReadVariableOp"; +"1030 maskrcnn/rpn/BiasAdd/ReadVariableOp/resource" -> "1045 maskrcnn/rpn/BiasAdd_2/ReadVariableOp"; +"1030 maskrcnn/rpn/BiasAdd/ReadVariableOp/resource" -> "1052 maskrcnn/rpn/BiasAdd_3/ReadVariableOp"; +"1030 maskrcnn/rpn/BiasAdd/ReadVariableOp/resource" -> "1059 maskrcnn/rpn/BiasAdd_4/ReadVariableOp"; +"1031 maskrcnn/rpn/BiasAdd/ReadVariableOp" -> "1032 maskrcnn/rpn/BiasAdd"; +"1032 maskrcnn/rpn/BiasAdd" -> "1033 maskrcnn/rpn/Relu"; +"1033 maskrcnn/rpn/Relu" -> "1067 maskrcnn/rpn-box/Conv2D"; +"1033 maskrcnn/rpn/Relu" -> "1391 maskrcnn/rpn-class/Conv2D"; +"1034 maskrcnn/rpn/ReadVariableOp_1" -> "1036 maskrcnn/rpn/mul_1"; +"1035 maskrcnn/rpn/mul_1/ReadVariableOp" -> "1036 maskrcnn/rpn/mul_1"; +"1036 maskrcnn/rpn/mul_1" -> "1037 maskrcnn/rpn/Conv2D_1"; +"1037 maskrcnn/rpn/Conv2D_1" -> "1039 maskrcnn/rpn/BiasAdd_1"; +"1038 maskrcnn/rpn/BiasAdd_1/ReadVariableOp" -> "1039 maskrcnn/rpn/BiasAdd_1"; +"1039 maskrcnn/rpn/BiasAdd_1" -> "1040 maskrcnn/rpn/Relu_1"; +"1040 maskrcnn/rpn/Relu_1" -> "1074 maskrcnn/rpn-box/Conv2D_1"; +"1040 maskrcnn/rpn/Relu_1" -> "1398 maskrcnn/rpn-class/Conv2D_1"; +"1041 maskrcnn/rpn/ReadVariableOp_2" -> "1043 maskrcnn/rpn/mul_2"; +"1042 maskrcnn/rpn/mul_2/ReadVariableOp" -> "1043 maskrcnn/rpn/mul_2"; +"1043 maskrcnn/rpn/mul_2" -> "1044 maskrcnn/rpn/Conv2D_2"; +"1044 maskrcnn/rpn/Conv2D_2" -> "1046 maskrcnn/rpn/BiasAdd_2"; +"1045 maskrcnn/rpn/BiasAdd_2/ReadVariableOp" -> "1046 maskrcnn/rpn/BiasAdd_2"; +"1046 maskrcnn/rpn/BiasAdd_2" -> "1047 maskrcnn/rpn/Relu_2"; +"1047 maskrcnn/rpn/Relu_2" -> "1080 maskrcnn/rpn-box/Conv2D_2"; +"1047 maskrcnn/rpn/Relu_2" -> "1404 maskrcnn/rpn-class/Conv2D_2"; +"1048 maskrcnn/rpn/ReadVariableOp_3" -> "1050 maskrcnn/rpn/mul_3"; +"1049 maskrcnn/rpn/mul_3/ReadVariableOp" -> "1050 maskrcnn/rpn/mul_3"; +"1050 maskrcnn/rpn/mul_3" -> "1051 maskrcnn/rpn/Conv2D_3"; +"1051 maskrcnn/rpn/Conv2D_3" -> "1053 maskrcnn/rpn/BiasAdd_3"; +"1052 maskrcnn/rpn/BiasAdd_3/ReadVariableOp" -> "1053 maskrcnn/rpn/BiasAdd_3"; +"1053 maskrcnn/rpn/BiasAdd_3" -> "1054 maskrcnn/rpn/Relu_3"; +"1054 maskrcnn/rpn/Relu_3" -> "1086 maskrcnn/rpn-box/Conv2D_3"; +"1054 maskrcnn/rpn/Relu_3" -> "1410 maskrcnn/rpn-class/Conv2D_3"; +"1055 maskrcnn/rpn/ReadVariableOp_4" -> "1057 maskrcnn/rpn/mul_4"; +"1056 maskrcnn/rpn/mul_4/ReadVariableOp" -> "1057 maskrcnn/rpn/mul_4"; +"1057 maskrcnn/rpn/mul_4" -> "1058 maskrcnn/rpn/Conv2D_4"; +"1058 maskrcnn/rpn/Conv2D_4" -> "1060 maskrcnn/rpn/BiasAdd_4"; +"1059 maskrcnn/rpn/BiasAdd_4/ReadVariableOp" -> "1060 maskrcnn/rpn/BiasAdd_4"; +"1060 maskrcnn/rpn/BiasAdd_4" -> "1061 maskrcnn/rpn/Relu_4"; +"1061 maskrcnn/rpn/Relu_4" -> "1092 maskrcnn/rpn-box/Conv2D_4"; +"1061 maskrcnn/rpn/Relu_4" -> "1416 maskrcnn/rpn-class/Conv2D_4"; +"1062 maskrcnn/rpn-box/ReadVariableOp/resource" -> "1063 maskrcnn/rpn-box/ReadVariableOp"; +"1062 maskrcnn/rpn-box/ReadVariableOp/resource" -> "1071 maskrcnn/rpn-box/ReadVariableOp_1"; +"1062 maskrcnn/rpn-box/ReadVariableOp/resource" -> "1077 maskrcnn/rpn-box/ReadVariableOp_2"; +"1062 maskrcnn/rpn-box/ReadVariableOp/resource" -> "1083 maskrcnn/rpn-box/ReadVariableOp_3"; +"1062 maskrcnn/rpn-box/ReadVariableOp/resource" -> "1089 maskrcnn/rpn-box/ReadVariableOp_4"; +"1063 maskrcnn/rpn-box/ReadVariableOp" -> "1066 maskrcnn/rpn-box/mul"; +"1064 maskrcnn/rpn-box/mul/ReadVariableOp/resource" -> "1065 maskrcnn/rpn-box/mul/ReadVariableOp"; +"1064 maskrcnn/rpn-box/mul/ReadVariableOp/resource" -> "1072 maskrcnn/rpn-box/mul_1/ReadVariableOp"; +"1064 maskrcnn/rpn-box/mul/ReadVariableOp/resource" -> "1078 maskrcnn/rpn-box/mul_2/ReadVariableOp"; +"1064 maskrcnn/rpn-box/mul/ReadVariableOp/resource" -> "1084 maskrcnn/rpn-box/mul_3/ReadVariableOp"; +"1064 maskrcnn/rpn-box/mul/ReadVariableOp/resource" -> "1090 maskrcnn/rpn-box/mul_4/ReadVariableOp"; +"1065 maskrcnn/rpn-box/mul/ReadVariableOp" -> "1066 maskrcnn/rpn-box/mul"; +"1066 maskrcnn/rpn-box/mul" -> "1067 maskrcnn/rpn-box/Conv2D"; +"1067 maskrcnn/rpn-box/Conv2D" -> "1070 maskrcnn/rpn-box/BiasAdd"; +"1068 maskrcnn/rpn-box/BiasAdd/ReadVariableOp/resource" -> "1069 maskrcnn/rpn-box/BiasAdd/ReadVariableOp"; +"1068 maskrcnn/rpn-box/BiasAdd/ReadVariableOp/resource" -> "1075 maskrcnn/rpn-box/BiasAdd_1/ReadVariableOp"; +"1068 maskrcnn/rpn-box/BiasAdd/ReadVariableOp/resource" -> "1081 maskrcnn/rpn-box/BiasAdd_2/ReadVariableOp"; +"1068 maskrcnn/rpn-box/BiasAdd/ReadVariableOp/resource" -> "1087 maskrcnn/rpn-box/BiasAdd_3/ReadVariableOp"; +"1068 maskrcnn/rpn-box/BiasAdd/ReadVariableOp/resource" -> "1093 maskrcnn/rpn-box/BiasAdd_4/ReadVariableOp"; +"1069 maskrcnn/rpn-box/BiasAdd/ReadVariableOp" -> "1070 maskrcnn/rpn-box/BiasAdd"; +"1070 maskrcnn/rpn-box/BiasAdd" -> "1096 maskrcnn/tf.reshape_9/Reshape"; +"1070 maskrcnn/rpn-box/BiasAdd" -> "15790 Identity_11"; +"1071 maskrcnn/rpn-box/ReadVariableOp_1" -> "1073 maskrcnn/rpn-box/mul_1"; +"1072 maskrcnn/rpn-box/mul_1/ReadVariableOp" -> "1073 maskrcnn/rpn-box/mul_1"; +"1073 maskrcnn/rpn-box/mul_1" -> "1074 maskrcnn/rpn-box/Conv2D_1"; +"1074 maskrcnn/rpn-box/Conv2D_1" -> "1076 maskrcnn/rpn-box/BiasAdd_1"; +"1075 maskrcnn/rpn-box/BiasAdd_1/ReadVariableOp" -> "1076 maskrcnn/rpn-box/BiasAdd_1"; +"1076 maskrcnn/rpn-box/BiasAdd_1" -> "1098 maskrcnn/tf.reshape_7/Reshape"; +"1076 maskrcnn/rpn-box/BiasAdd_1" -> "15789 Identity_10"; +"1077 maskrcnn/rpn-box/ReadVariableOp_2" -> "1079 maskrcnn/rpn-box/mul_2"; +"1078 maskrcnn/rpn-box/mul_2/ReadVariableOp" -> "1079 maskrcnn/rpn-box/mul_2"; +"1079 maskrcnn/rpn-box/mul_2" -> "1080 maskrcnn/rpn-box/Conv2D_2"; +"1080 maskrcnn/rpn-box/Conv2D_2" -> "1082 maskrcnn/rpn-box/BiasAdd_2"; +"1081 maskrcnn/rpn-box/BiasAdd_2/ReadVariableOp" -> "1082 maskrcnn/rpn-box/BiasAdd_2"; +"1082 maskrcnn/rpn-box/BiasAdd_2" -> "1100 maskrcnn/tf.reshape_5/Reshape"; +"1082 maskrcnn/rpn-box/BiasAdd_2" -> "15788 Identity_9"; +"1083 maskrcnn/rpn-box/ReadVariableOp_3" -> "1085 maskrcnn/rpn-box/mul_3"; +"1084 maskrcnn/rpn-box/mul_3/ReadVariableOp" -> "1085 maskrcnn/rpn-box/mul_3"; +"1085 maskrcnn/rpn-box/mul_3" -> "1086 maskrcnn/rpn-box/Conv2D_3"; +"1086 maskrcnn/rpn-box/Conv2D_3" -> "1088 maskrcnn/rpn-box/BiasAdd_3"; +"1087 maskrcnn/rpn-box/BiasAdd_3/ReadVariableOp" -> "1088 maskrcnn/rpn-box/BiasAdd_3"; +"1088 maskrcnn/rpn-box/BiasAdd_3" -> "1102 maskrcnn/tf.reshape_3/Reshape"; +"1088 maskrcnn/rpn-box/BiasAdd_3" -> "15787 Identity_8"; +"1089 maskrcnn/rpn-box/ReadVariableOp_4" -> "1091 maskrcnn/rpn-box/mul_4"; +"1090 maskrcnn/rpn-box/mul_4/ReadVariableOp" -> "1091 maskrcnn/rpn-box/mul_4"; +"1091 maskrcnn/rpn-box/mul_4" -> "1092 maskrcnn/rpn-box/Conv2D_4"; +"1092 maskrcnn/rpn-box/Conv2D_4" -> "1094 maskrcnn/rpn-box/BiasAdd_4"; +"1093 maskrcnn/rpn-box/BiasAdd_4/ReadVariableOp" -> "1094 maskrcnn/rpn-box/BiasAdd_4"; +"1094 maskrcnn/rpn-box/BiasAdd_4" -> "1104 maskrcnn/tf.reshape_1/Reshape"; +"1094 maskrcnn/rpn-box/BiasAdd_4" -> "15786 Identity_7"; +"1095 maskrcnn/tf.reshape_9/Reshape/shape" -> "1096 maskrcnn/tf.reshape_9/Reshape"; +"1096 maskrcnn/tf.reshape_9/Reshape" -> "1108 maskrcnn/tf.__operators__.getitem_20/strided_slice"; +"1096 maskrcnn/tf.reshape_9/Reshape" -> "1112 maskrcnn/tf.__operators__.getitem_19/strided_slice"; +"1096 maskrcnn/tf.reshape_9/Reshape" -> "1169 maskrcnn/tf.__operators__.getitem_18/strided_slice"; +"1096 maskrcnn/tf.reshape_9/Reshape" -> "1174 maskrcnn/tf.__operators__.getitem_17/strided_slice"; 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maskrcnn/tf.__operators__.getitem_61/strided_slice"; +"1973 maskrcnn/tf.__operators__.getitem_61/strided_slice" -> "1998 maskrcnn/tf.stack_12/stack"; +"1973 maskrcnn/tf.__operators__.getitem_61/strided_slice" -> "2009 maskrcnn/tf.stack_13/stack"; +"1973 maskrcnn/tf.__operators__.getitem_61/strided_slice" -> "2016 maskrcnn/tf.stack_14/stack"; +"1973 maskrcnn/tf.__operators__.getitem_61/strided_slice" -> "2117 maskrcnn/tf.stack_16/stack"; +"1974 maskrcnn/tf.__operators__.getitem_62/strided_slice/stack" -> "1977 maskrcnn/tf.__operators__.getitem_62/strided_slice"; +"1975 maskrcnn/tf.__operators__.getitem_62/strided_slice/stack_1" -> "1977 maskrcnn/tf.__operators__.getitem_62/strided_slice"; +"1976 maskrcnn/tf.__operators__.getitem_62/strided_slice/stack_2" -> "1977 maskrcnn/tf.__operators__.getitem_62/strided_slice"; +"1977 maskrcnn/tf.__operators__.getitem_62/strided_slice" -> "1998 maskrcnn/tf.stack_12/stack"; +"1977 maskrcnn/tf.__operators__.getitem_62/strided_slice" -> "1999 maskrcnn/tf.math.multiply_50/Mul"; +"1977 maskrcnn/tf.__operators__.getitem_62/strided_slice" -> "2117 maskrcnn/tf.stack_16/stack"; +"1978 maskrcnn/tf.__operators__.getitem_63/strided_slice/stack" -> "1981 maskrcnn/tf.__operators__.getitem_63/strided_slice"; +"1979 maskrcnn/tf.__operators__.getitem_63/strided_slice/stack_1" -> "1981 maskrcnn/tf.__operators__.getitem_63/strided_slice"; +"1980 maskrcnn/tf.__operators__.getitem_63/strided_slice/stack_2" -> "1981 maskrcnn/tf.__operators__.getitem_63/strided_slice"; +"1981 maskrcnn/tf.__operators__.getitem_63/strided_slice" -> "1983 maskrcnn/tf.math.subtract_49/Sub"; +"1981 maskrcnn/tf.__operators__.getitem_63/strided_slice" -> "1998 maskrcnn/tf.stack_12/stack"; +"1981 maskrcnn/tf.__operators__.getitem_63/strided_slice" -> "2004 maskrcnn/tf.math.subtract_50/Sub"; +"1981 maskrcnn/tf.__operators__.getitem_63/strided_slice" -> "2112 maskrcnn/tf.math.subtract_61/Sub"; +"1982 maskrcnn/tf.math.subtract_49/Sub/y" -> "1983 maskrcnn/tf.math.subtract_49/Sub"; +"1983 maskrcnn/tf.math.subtract_49/Sub" -> "1999 maskrcnn/tf.math.multiply_50/Mul"; +"1984 maskrcnn/box-predict/ReadVariableOp/resource" -> "1985 maskrcnn/box-predict/ReadVariableOp"; +"1985 maskrcnn/box-predict/ReadVariableOp" -> "1988 maskrcnn/box-predict/mul"; +"1986 maskrcnn/box-predict/mul/ReadVariableOp/resource" -> "1987 maskrcnn/box-predict/mul/ReadVariableOp"; +"1987 maskrcnn/box-predict/mul/ReadVariableOp" -> "1988 maskrcnn/box-predict/mul"; +"1988 maskrcnn/box-predict/mul" -> "1991 maskrcnn/box-predict/Tensordot/MatMul"; +"1989 maskrcnn/box-predict/Tensordot/Reshape/shape" -> "1990 maskrcnn/box-predict/Tensordot/Reshape"; +"1990 maskrcnn/box-predict/Tensordot/Reshape" -> "1991 maskrcnn/box-predict/Tensordot/MatMul"; +"1991 maskrcnn/box-predict/Tensordot/MatMul" -> "1993 maskrcnn/box-predict/Tensordot"; +"1992 maskrcnn/box-predict/Tensordot/shape" -> "1993 maskrcnn/box-predict/Tensordot"; +"1993 maskrcnn/box-predict/Tensordot" -> "1996 maskrcnn/box-predict/BiasAdd"; +"1994 maskrcnn/box-predict/BiasAdd/ReadVariableOp/resource" -> "1995 maskrcnn/box-predict/BiasAdd/ReadVariableOp"; +"1995 maskrcnn/box-predict/BiasAdd/ReadVariableOp" -> "1996 maskrcnn/box-predict/BiasAdd"; +"1996 maskrcnn/box-predict/BiasAdd" -> "2000 maskrcnn/tf.reshape_35/Reshape"; +"1996 maskrcnn/box-predict/BiasAdd" -> "15779 Identity"; +"1998 maskrcnn/tf.stack_12/stack" -> "2000 maskrcnn/tf.reshape_35/Reshape"; +"1999 maskrcnn/tf.math.multiply_50/Mul" -> "2009 maskrcnn/tf.stack_13/stack"; +"1999 maskrcnn/tf.math.multiply_50/Mul" -> "2016 maskrcnn/tf.stack_14/stack"; +"2000 maskrcnn/tf.reshape_35/Reshape" -> "2007 maskrcnn/tf.slice_1/Slice"; +"2001 maskrcnn/tf.expand_dims_23/ExpandDims/dim" -> "2002 maskrcnn/tf.expand_dims_23/ExpandDims"; +"2002 maskrcnn/tf.expand_dims_23/ExpandDims" -> "2014 maskrcnn/tf.tile_3/Tile"; +"2003 maskrcnn/tf.math.subtract_50/Sub/y" -> "2004 maskrcnn/tf.math.subtract_50/Sub"; +"2004 maskrcnn/tf.math.subtract_50/Sub" -> 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maskrcnn/tf.__operators__.getitem_66/strided_slice"; +"2017 maskrcnn/tf.reshape_36/Reshape" -> "2056 maskrcnn/tf.__operators__.getitem_65/strided_slice"; +"2017 maskrcnn/tf.reshape_36/Reshape" -> "2064 maskrcnn/tf.__operators__.getitem_64/strided_slice"; +"2018 maskrcnn/tf.reshape_37/Reshape" -> "2026 maskrcnn/tf.__operators__.getitem_69/strided_slice"; +"2018 maskrcnn/tf.reshape_37/Reshape" -> "2030 maskrcnn/tf.__operators__.getitem_71/strided_slice"; +"2018 maskrcnn/tf.reshape_37/Reshape" -> "2038 maskrcnn/tf.__operators__.getitem_68/strided_slice"; +"2018 maskrcnn/tf.reshape_37/Reshape" -> "2042 maskrcnn/tf.__operators__.getitem_70/strided_slice"; +"2019 maskrcnn/tf.__operators__.getitem_67/strided_slice/stack" -> "2022 maskrcnn/tf.__operators__.getitem_67/strided_slice"; +"2020 maskrcnn/tf.__operators__.getitem_67/strided_slice/stack_1" -> "2022 maskrcnn/tf.__operators__.getitem_67/strided_slice"; +"2021 maskrcnn/tf.__operators__.getitem_67/strided_slice/stack_2" -> "2022 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maskrcnn/tf.__operators__.getitem_136/strided_slice/stack_2" -> "2590 maskrcnn/tf.__operators__.getitem_136/strided_slice"; +"2590 maskrcnn/tf.__operators__.getitem_136/strided_slice" -> "2598 maskrcnn/tf.expand_dims_32/ExpandDims"; +"2592 maskrcnn/tf.math.maximum_10/Maximum" -> "2599 maskrcnn/tf.math.minimum_24/Minimum"; +"2593 maskrcnn/tf.expand_dims_29/ExpandDims/dim" -> "2594 maskrcnn/tf.expand_dims_29/ExpandDims"; +"2594 maskrcnn/tf.expand_dims_29/ExpandDims" -> "2599 maskrcnn/tf.math.minimum_24/Minimum"; +"2595 maskrcnn/tf.__operators__.add_98/y" -> "2596 maskrcnn/tf.__operators__.add_98/AddV2"; +"2596 maskrcnn/tf.__operators__.add_98/AddV2" -> "2604 maskrcnn/tf.math.minimum_27/Minimum"; +"2597 maskrcnn/tf.expand_dims_32/ExpandDims/dim" -> "2598 maskrcnn/tf.expand_dims_32/ExpandDims"; +"2598 maskrcnn/tf.expand_dims_32/ExpandDims" -> "2604 maskrcnn/tf.math.minimum_27/Minimum"; +"2599 maskrcnn/tf.math.minimum_24/Minimum" -> "2606 maskrcnn/tf.__operators__.add_97/AddV2"; +"2599 maskrcnn/tf.math.minimum_24/Minimum" -> "2621 maskrcnn/tf.stack_19/stack"; +"2599 maskrcnn/tf.math.minimum_24/Minimum" -> "2625 maskrcnn/tf.math.subtract_68/Sub"; +"2600 maskrcnn/tf.__operators__.getitem_134/strided_slice/stack" -> "2603 maskrcnn/tf.__operators__.getitem_134/strided_slice"; +"2601 maskrcnn/tf.__operators__.getitem_134/strided_slice/stack_1" -> "2603 maskrcnn/tf.__operators__.getitem_134/strided_slice"; +"2602 maskrcnn/tf.__operators__.getitem_134/strided_slice/stack_2" -> "2603 maskrcnn/tf.__operators__.getitem_134/strided_slice"; +"2603 maskrcnn/tf.__operators__.getitem_134/strided_slice" -> "2608 maskrcnn/tf.expand_dims_30/ExpandDims"; +"2604 maskrcnn/tf.math.minimum_27/Minimum" -> "2609 maskrcnn/tf.stack_20/stack"; +"2605 maskrcnn/tf.__operators__.add_97/y" -> "2606 maskrcnn/tf.__operators__.add_97/AddV2"; +"2606 maskrcnn/tf.__operators__.add_97/AddV2" -> "2610 maskrcnn/tf.math.minimum_25/Minimum"; +"2607 maskrcnn/tf.expand_dims_30/ExpandDims/dim" -> "2608 maskrcnn/tf.expand_dims_30/ExpandDims"; +"2608 maskrcnn/tf.expand_dims_30/ExpandDims" -> "2610 maskrcnn/tf.math.minimum_25/Minimum"; +"2609 maskrcnn/tf.stack_20/stack" -> "2620 maskrcnn/tf.reshape_52/Reshape"; +"2610 maskrcnn/tf.math.minimum_25/Minimum" -> "2621 maskrcnn/tf.stack_19/stack"; +"2616 maskrcnn/tf.compat.v1.gather_4/GatherV2/params" -> "2618 maskrcnn/tf.compat.v1.gather_4/GatherV2"; +"2617 maskrcnn/tf.compat.v1.gather_4/GatherV2/axis" -> "2618 maskrcnn/tf.compat.v1.gather_4/GatherV2"; +"2618 maskrcnn/tf.compat.v1.gather_4/GatherV2" -> "2624 maskrcnn/tf.expand_dims_33/ExpandDims"; +"2619 maskrcnn/tf.reshape_52/Reshape/shape" -> "2620 maskrcnn/tf.reshape_52/Reshape"; +"2620 maskrcnn/tf.reshape_52/Reshape" -> "2622 maskrcnn/tf.cast_40/Cast"; +"2621 maskrcnn/tf.stack_19/stack" -> "2628 maskrcnn/tf.reshape_51/Reshape"; +"2622 maskrcnn/tf.cast_40/Cast" -> "2629 maskrcnn/tf.math.multiply_89/Mul"; +"2623 maskrcnn/tf.expand_dims_33/ExpandDims/dim" -> "2624 maskrcnn/tf.expand_dims_33/ExpandDims"; +"2624 maskrcnn/tf.expand_dims_33/ExpandDims" -> "2629 maskrcnn/tf.math.multiply_89/Mul"; +"2625 maskrcnn/tf.math.subtract_68/Sub" -> "2639 maskrcnn/tf.math.subtract_70/Sub"; +"2625 maskrcnn/tf.math.subtract_68/Sub" -> "2647 maskrcnn/tf.stack_22/stack"; +"2626 maskrcnn/tf.math.subtract_67/Sub" -> "2641 maskrcnn/tf.math.subtract_69/Sub"; +"2626 maskrcnn/tf.math.subtract_67/Sub" -> "2648 maskrcnn/tf.stack_21/stack"; +"2627 maskrcnn/tf.reshape_51/Reshape/shape" -> "2628 maskrcnn/tf.reshape_51/Reshape"; +"2628 maskrcnn/tf.reshape_51/Reshape" -> "2642 maskrcnn/tf.cast_39/Cast"; +"2629 maskrcnn/tf.math.multiply_89/Mul" -> "2644 maskrcnn/tf.reshape_54/Reshape"; +"2635 maskrcnn/tf.compat.v1.gather_3/GatherV2/params" -> "2637 maskrcnn/tf.compat.v1.gather_3/GatherV2"; +"2636 maskrcnn/tf.compat.v1.gather_3/GatherV2/axis" -> "2637 maskrcnn/tf.compat.v1.gather_3/GatherV2"; +"2637 maskrcnn/tf.compat.v1.gather_3/GatherV2" -> "2646 maskrcnn/tf.reshape_53/Reshape"; +"2639 maskrcnn/tf.math.subtract_70/Sub" -> "2647 maskrcnn/tf.stack_22/stack"; +"2641 maskrcnn/tf.math.subtract_69/Sub" -> "2648 maskrcnn/tf.stack_21/stack"; +"2642 maskrcnn/tf.cast_39/Cast" -> "2650 maskrcnn/tf.reshape_55/Reshape"; +"2643 maskrcnn/tf.reshape_54/Reshape/shape" -> "2644 maskrcnn/tf.reshape_54/Reshape"; +"2644 maskrcnn/tf.reshape_54/Reshape" -> "2654 maskrcnn/tf.tile_5/Tile"; +"2645 maskrcnn/tf.reshape_53/Reshape/shape" -> "2646 maskrcnn/tf.reshape_53/Reshape"; +"2646 maskrcnn/tf.reshape_53/Reshape" -> "2652 maskrcnn/tf.tile_4/Tile"; +"2647 maskrcnn/tf.stack_22/stack" -> "2656 maskrcnn/tf.reshape_50/Reshape"; +"2648 maskrcnn/tf.stack_21/stack" -> "2658 maskrcnn/tf.reshape_49/Reshape"; +"2649 maskrcnn/tf.reshape_55/Reshape/shape" -> "2650 maskrcnn/tf.reshape_55/Reshape"; +"2650 maskrcnn/tf.reshape_55/Reshape" -> "2661 maskrcnn/tf.tile_6/Tile"; +"2651 maskrcnn/tf.tile_4/Tile/multiples" -> "2652 maskrcnn/tf.tile_4/Tile"; +"2652 maskrcnn/tf.tile_4/Tile" -> "2659 maskrcnn/tf.__operators__.add_99/AddV2"; +"2653 maskrcnn/tf.tile_5/Tile/multiples" -> "2654 maskrcnn/tf.tile_5/Tile"; +"2654 maskrcnn/tf.tile_5/Tile" -> "2659 maskrcnn/tf.__operators__.add_99/AddV2"; +"2655 maskrcnn/tf.reshape_50/Reshape/shape" -> "2656 maskrcnn/tf.reshape_50/Reshape"; +"2656 maskrcnn/tf.reshape_50/Reshape" -> "2665 maskrcnn/tf.reshape_59/Reshape"; +"2657 maskrcnn/tf.reshape_49/Reshape/shape" -> "2658 maskrcnn/tf.reshape_49/Reshape"; +"2658 maskrcnn/tf.reshape_49/Reshape" -> "2663 maskrcnn/tf.reshape_58/Reshape"; +"2659 maskrcnn/tf.__operators__.add_99/AddV2" -> "2666 maskrcnn/tf.__operators__.add_100/AddV2"; +"2660 maskrcnn/tf.tile_6/Tile/multiples" -> "2661 maskrcnn/tf.tile_6/Tile"; +"2661 maskrcnn/tf.tile_6/Tile" -> "2666 maskrcnn/tf.__operators__.add_100/AddV2"; +"2662 maskrcnn/tf.reshape_58/Reshape/shape" -> "2663 maskrcnn/tf.reshape_58/Reshape"; +"2663 maskrcnn/tf.reshape_58/Reshape" -> "2677 maskrcnn/tf.math.multiply_90/Mul"; 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maskrcnn/tf.reshape_47/Reshape"; +"2676 maskrcnn/tf.reshape_47/Reshape" -> "2681 maskrcnn/tf.concat_17/concat"; +"2677 maskrcnn/tf.math.multiply_90/Mul" -> "2683 maskrcnn/tf.math.multiply_91/Mul"; +"2678 maskrcnn/tf.__operators__.add_101/y" -> "2679 maskrcnn/tf.__operators__.add_101/AddV2"; +"2679 maskrcnn/tf.__operators__.add_101/AddV2" -> "2687 maskrcnn/tf.reshape_56/Reshape"; +"2680 maskrcnn/tf.concat_17/concat/axis" -> "2681 maskrcnn/tf.concat_17/concat"; +"2681 maskrcnn/tf.concat_17/concat" -> "2685 maskrcnn/tf.reshape_48/Reshape"; +"2682 maskrcnn/tf.math.multiply_91/Mul/y" -> "2683 maskrcnn/tf.math.multiply_91/Mul"; +"2683 maskrcnn/tf.math.multiply_91/Mul" -> "2689 maskrcnn/tf.expand_dims_34/ExpandDims"; +"2684 maskrcnn/tf.reshape_48/Reshape/shape" -> "2685 maskrcnn/tf.reshape_48/Reshape"; +"2685 maskrcnn/tf.reshape_48/Reshape" -> "2691 maskrcnn/tf.compat.v1.gather_5/GatherV2"; +"2686 maskrcnn/tf.reshape_56/Reshape/shape" -> "2687 maskrcnn/tf.reshape_56/Reshape"; +"2687 maskrcnn/tf.reshape_56/Reshape" -> "2691 maskrcnn/tf.compat.v1.gather_5/GatherV2"; +"2688 maskrcnn/tf.expand_dims_34/ExpandDims/dim" -> "2689 maskrcnn/tf.expand_dims_34/ExpandDims"; +"2689 maskrcnn/tf.expand_dims_34/ExpandDims" -> "2694 maskrcnn/tf.math.multiply_92/Mul"; +"2690 maskrcnn/tf.compat.v1.gather_5/GatherV2/axis" -> "2691 maskrcnn/tf.compat.v1.gather_5/GatherV2"; +"2691 maskrcnn/tf.compat.v1.gather_5/GatherV2" -> "2693 maskrcnn/tf.reshape_57/Reshape"; +"2692 maskrcnn/tf.reshape_57/Reshape/shape" -> "2693 maskrcnn/tf.reshape_57/Reshape"; +"2693 maskrcnn/tf.reshape_57/Reshape" -> "2694 maskrcnn/tf.math.multiply_92/Mul"; +"2694 maskrcnn/tf.math.multiply_92/Mul" -> "2696 maskrcnn/tf.reshape_60/Reshape"; +"2695 maskrcnn/tf.reshape_60/Reshape/shape" -> "2696 maskrcnn/tf.reshape_60/Reshape"; +"2696 maskrcnn/tf.reshape_60/Reshape" -> "2697 maskrcnn/tf.nn.avg_pool_1/AvgPool"; +"2697 maskrcnn/tf.nn.avg_pool_1/AvgPool" -> "2699 maskrcnn/tf.reshape_61/Reshape"; +"2698 maskrcnn/tf.reshape_61/Reshape/shape" -> "2699 maskrcnn/tf.reshape_61/Reshape"; +"2699 maskrcnn/tf.reshape_61/Reshape" -> "2701 maskrcnn/tf.reshape_62/Reshape"; +"2700 maskrcnn/tf.reshape_62/Reshape/shape" -> "2701 maskrcnn/tf.reshape_62/Reshape"; +"2701 maskrcnn/tf.reshape_62/Reshape" -> "2707 maskrcnn/mask-conv-l0/Conv2D"; +"2702 maskrcnn/mask-conv-l0/ReadVariableOp/resource" -> "2703 maskrcnn/mask-conv-l0/ReadVariableOp"; +"2703 maskrcnn/mask-conv-l0/ReadVariableOp" -> "2706 maskrcnn/mask-conv-l0/mul"; +"2704 maskrcnn/mask-conv-l0/mul/ReadVariableOp/resource" -> "2705 maskrcnn/mask-conv-l0/mul/ReadVariableOp"; +"2705 maskrcnn/mask-conv-l0/mul/ReadVariableOp" -> "2706 maskrcnn/mask-conv-l0/mul"; +"2706 maskrcnn/mask-conv-l0/mul" -> "2707 maskrcnn/mask-conv-l0/Conv2D"; +"2707 maskrcnn/mask-conv-l0/Conv2D" -> "2710 maskrcnn/mask-conv-l0/BiasAdd"; +"2708 maskrcnn/mask-conv-l0/BiasAdd/ReadVariableOp/resource" -> "2709 maskrcnn/mask-conv-l0/BiasAdd/ReadVariableOp"; +"2709 maskrcnn/mask-conv-l0/BiasAdd/ReadVariableOp" -> "2710 maskrcnn/mask-conv-l0/BiasAdd"; +"2710 maskrcnn/mask-conv-l0/BiasAdd" -> "2711 maskrcnn/mask-conv-l0/Relu"; +"2711 maskrcnn/mask-conv-l0/Relu" -> "2717 maskrcnn/mask-conv-l1/Conv2D"; +"2712 maskrcnn/mask-conv-l1/ReadVariableOp/resource" -> "2713 maskrcnn/mask-conv-l1/ReadVariableOp"; +"2713 maskrcnn/mask-conv-l1/ReadVariableOp" -> "2716 maskrcnn/mask-conv-l1/mul"; +"2714 maskrcnn/mask-conv-l1/mul/ReadVariableOp/resource" -> "2715 maskrcnn/mask-conv-l1/mul/ReadVariableOp"; +"2715 maskrcnn/mask-conv-l1/mul/ReadVariableOp" -> "2716 maskrcnn/mask-conv-l1/mul"; +"2716 maskrcnn/mask-conv-l1/mul" -> "2717 maskrcnn/mask-conv-l1/Conv2D"; +"2717 maskrcnn/mask-conv-l1/Conv2D" -> "2720 maskrcnn/mask-conv-l1/BiasAdd"; +"2718 maskrcnn/mask-conv-l1/BiasAdd/ReadVariableOp/resource" -> "2719 maskrcnn/mask-conv-l1/BiasAdd/ReadVariableOp"; +"2719 maskrcnn/mask-conv-l1/BiasAdd/ReadVariableOp" -> "2720 maskrcnn/mask-conv-l1/BiasAdd"; +"2720 maskrcnn/mask-conv-l1/BiasAdd" -> "2721 maskrcnn/mask-conv-l1/Relu"; +"2721 maskrcnn/mask-conv-l1/Relu" -> "2727 maskrcnn/mask-conv-l2/Conv2D"; +"2722 maskrcnn/mask-conv-l2/ReadVariableOp/resource" -> "2723 maskrcnn/mask-conv-l2/ReadVariableOp"; +"2723 maskrcnn/mask-conv-l2/ReadVariableOp" -> "2726 maskrcnn/mask-conv-l2/mul"; +"2724 maskrcnn/mask-conv-l2/mul/ReadVariableOp/resource" -> "2725 maskrcnn/mask-conv-l2/mul/ReadVariableOp"; +"2725 maskrcnn/mask-conv-l2/mul/ReadVariableOp" -> "2726 maskrcnn/mask-conv-l2/mul"; +"2726 maskrcnn/mask-conv-l2/mul" -> "2727 maskrcnn/mask-conv-l2/Conv2D"; +"2727 maskrcnn/mask-conv-l2/Conv2D" -> "2730 maskrcnn/mask-conv-l2/BiasAdd"; +"2728 maskrcnn/mask-conv-l2/BiasAdd/ReadVariableOp/resource" -> "2729 maskrcnn/mask-conv-l2/BiasAdd/ReadVariableOp"; +"2729 maskrcnn/mask-conv-l2/BiasAdd/ReadVariableOp" -> "2730 maskrcnn/mask-conv-l2/BiasAdd"; +"2730 maskrcnn/mask-conv-l2/BiasAdd" -> "2731 maskrcnn/mask-conv-l2/Relu"; +"2731 maskrcnn/mask-conv-l2/Relu" -> "2737 maskrcnn/mask-conv-l3/Conv2D"; +"2732 maskrcnn/mask-conv-l3/ReadVariableOp/resource" -> "2733 maskrcnn/mask-conv-l3/ReadVariableOp"; +"2733 maskrcnn/mask-conv-l3/ReadVariableOp" -> "2736 maskrcnn/mask-conv-l3/mul"; +"2734 maskrcnn/mask-conv-l3/mul/ReadVariableOp/resource" -> "2735 maskrcnn/mask-conv-l3/mul/ReadVariableOp"; +"2735 maskrcnn/mask-conv-l3/mul/ReadVariableOp" -> "2736 maskrcnn/mask-conv-l3/mul"; +"2736 maskrcnn/mask-conv-l3/mul" -> "2737 maskrcnn/mask-conv-l3/Conv2D"; +"2737 maskrcnn/mask-conv-l3/Conv2D" -> "2740 maskrcnn/mask-conv-l3/BiasAdd"; +"2738 maskrcnn/mask-conv-l3/BiasAdd/ReadVariableOp/resource" -> "2739 maskrcnn/mask-conv-l3/BiasAdd/ReadVariableOp"; +"2739 maskrcnn/mask-conv-l3/BiasAdd/ReadVariableOp" -> "2740 maskrcnn/mask-conv-l3/BiasAdd"; +"2740 maskrcnn/mask-conv-l3/BiasAdd" -> "2741 maskrcnn/mask-conv-l3/Relu"; +"2741 maskrcnn/mask-conv-l3/Relu" -> "2760 maskrcnn/conv5-mask/conv2d_transpose"; +"2742 maskrcnn/conv5-mask/ReadVariableOp/resource" -> "2743 maskrcnn/conv5-mask/ReadVariableOp"; +"2743 maskrcnn/conv5-mask/ReadVariableOp" -> "2746 maskrcnn/conv5-mask/mul"; +"2744 maskrcnn/conv5-mask/mul/ReadVariableOp/resource" -> "2745 maskrcnn/conv5-mask/mul/ReadVariableOp"; +"2745 maskrcnn/conv5-mask/mul/ReadVariableOp" -> "2746 maskrcnn/conv5-mask/mul"; +"2746 maskrcnn/conv5-mask/mul" -> "2760 maskrcnn/conv5-mask/conv2d_transpose"; +"2747 maskrcnn/conv5-mask/Shape" -> "2751 maskrcnn/conv5-mask/strided_slice"; +"2748 maskrcnn/conv5-mask/strided_slice/stack" -> "2751 maskrcnn/conv5-mask/strided_slice"; +"2749 maskrcnn/conv5-mask/strided_slice/stack_1" -> "2751 maskrcnn/conv5-mask/strided_slice"; +"2750 maskrcnn/conv5-mask/strided_slice/stack_2" -> "2751 maskrcnn/conv5-mask/strided_slice"; +"2751 maskrcnn/conv5-mask/strided_slice" -> "2755 maskrcnn/conv5-mask/stack"; +"2752 maskrcnn/conv5-mask/stack/1" -> "2755 maskrcnn/conv5-mask/stack"; +"2753 maskrcnn/conv5-mask/stack/2" -> "2755 maskrcnn/conv5-mask/stack"; +"2754 maskrcnn/conv5-mask/stack/3" -> "2755 maskrcnn/conv5-mask/stack"; +"2755 maskrcnn/conv5-mask/stack" -> "2759 maskrcnn/conv5-mask/strided_slice_1"; +"2755 maskrcnn/conv5-mask/stack" -> "2760 maskrcnn/conv5-mask/conv2d_transpose"; +"2756 maskrcnn/conv5-mask/strided_slice_1/stack" -> "2759 maskrcnn/conv5-mask/strided_slice_1"; +"2757 maskrcnn/conv5-mask/strided_slice_1/stack_1" -> "2759 maskrcnn/conv5-mask/strided_slice_1"; +"2758 maskrcnn/conv5-mask/strided_slice_1/stack_2" -> "2759 maskrcnn/conv5-mask/strided_slice_1"; +"2760 maskrcnn/conv5-mask/conv2d_transpose" -> "2763 maskrcnn/conv5-mask/BiasAdd"; +"2761 maskrcnn/conv5-mask/BiasAdd/ReadVariableOp/resource" -> "2762 maskrcnn/conv5-mask/BiasAdd/ReadVariableOp"; +"2762 maskrcnn/conv5-mask/BiasAdd/ReadVariableOp" -> "2763 maskrcnn/conv5-mask/BiasAdd"; +"2763 maskrcnn/conv5-mask/BiasAdd" -> "2764 maskrcnn/conv5-mask/Relu"; +"2764 maskrcnn/conv5-mask/Relu" -> "2773 maskrcnn/mask_fcn_logits/Conv2D"; +"2765 maskrcnn/tf.cast_32/Cast" -> "2767 maskrcnn/tf.__operators__.add_67/AddV2"; +"2766 maskrcnn/tf.__operators__.add_67/y" -> "2767 maskrcnn/tf.__operators__.add_67/AddV2"; +"2767 maskrcnn/tf.__operators__.add_67/AddV2" -> "15776 maskrcnn/tf.stack_23/stack_1"; +"2767 maskrcnn/tf.__operators__.add_67/AddV2" -> "15782 Identity_3"; +"2768 maskrcnn/mask_fcn_logits/ReadVariableOp/resource" -> "2769 maskrcnn/mask_fcn_logits/ReadVariableOp"; +"2769 maskrcnn/mask_fcn_logits/ReadVariableOp" -> "2772 maskrcnn/mask_fcn_logits/mul"; +"2770 maskrcnn/mask_fcn_logits/mul/ReadVariableOp/resource" -> "2771 maskrcnn/mask_fcn_logits/mul/ReadVariableOp"; +"2771 maskrcnn/mask_fcn_logits/mul/ReadVariableOp" -> "2772 maskrcnn/mask_fcn_logits/mul"; +"2772 maskrcnn/mask_fcn_logits/mul" -> "2773 maskrcnn/mask_fcn_logits/Conv2D"; +"2773 maskrcnn/mask_fcn_logits/Conv2D" -> "2776 maskrcnn/mask_fcn_logits/BiasAdd"; +"2774 maskrcnn/mask_fcn_logits/BiasAdd/ReadVariableOp/resource" -> "2775 maskrcnn/mask_fcn_logits/BiasAdd/ReadVariableOp"; +"2775 maskrcnn/mask_fcn_logits/BiasAdd/ReadVariableOp" -> "2776 maskrcnn/mask_fcn_logits/BiasAdd"; +"2776 maskrcnn/mask_fcn_logits/BiasAdd" -> "2778 maskrcnn/tf.reshape_63/Reshape"; +"2777 maskrcnn/tf.reshape_63/Reshape/shape" -> "2778 maskrcnn/tf.reshape_63/Reshape"; +"2778 maskrcnn/tf.reshape_63/Reshape" -> "2780 maskrcnn/tf.compat.v1.transpose/transpose"; +"2779 maskrcnn/tf.compat.v1.transpose/transpose/perm" -> "2780 maskrcnn/tf.compat.v1.transpose/transpose"; +"2780 maskrcnn/tf.compat.v1.transpose/transpose" -> "15777 maskrcnn/tf.compat.v1.gather_nd_1/GatherNd"; +"15581 maskrcnn/tf.stack_23/stack/0" -> "15645 maskrcnn/tf.stack_23/stack"; +"15582 maskrcnn/tf.stack_23/stack/1" -> "15645 maskrcnn/tf.stack_23/stack"; +"15583 maskrcnn/tf.stack_23/stack/2" -> "15645 maskrcnn/tf.stack_23/stack"; +"15584 maskrcnn/tf.stack_23/stack/3" -> "15645 maskrcnn/tf.stack_23/stack"; +"15585 maskrcnn/tf.stack_23/stack/4" -> "15645 maskrcnn/tf.stack_23/stack"; +"15586 maskrcnn/tf.stack_23/stack/5" -> "15645 maskrcnn/tf.stack_23/stack"; +"15587 maskrcnn/tf.stack_23/stack/6" -> "15645 maskrcnn/tf.stack_23/stack"; +"15588 maskrcnn/tf.stack_23/stack/7" -> "15645 maskrcnn/tf.stack_23/stack"; +"15589 maskrcnn/tf.stack_23/stack/8" -> "15645 maskrcnn/tf.stack_23/stack"; +"15590 maskrcnn/tf.stack_23/stack/9" -> "15645 maskrcnn/tf.stack_23/stack"; +"15591 maskrcnn/tf.stack_23/stack/10" -> "15645 maskrcnn/tf.stack_23/stack"; +"15592 maskrcnn/tf.stack_23/stack/11" -> "15645 maskrcnn/tf.stack_23/stack"; +"15593 maskrcnn/tf.stack_23/stack/12" -> "15645 maskrcnn/tf.stack_23/stack"; +"15594 maskrcnn/tf.stack_23/stack/13" -> "15645 maskrcnn/tf.stack_23/stack"; +"15595 maskrcnn/tf.stack_23/stack/14" -> "15645 maskrcnn/tf.stack_23/stack"; +"15596 maskrcnn/tf.stack_23/stack/15" -> "15645 maskrcnn/tf.stack_23/stack"; +"15597 maskrcnn/tf.stack_23/stack/16" -> "15645 maskrcnn/tf.stack_23/stack"; +"15598 maskrcnn/tf.stack_23/stack/17" -> "15645 maskrcnn/tf.stack_23/stack"; +"15599 maskrcnn/tf.stack_23/stack/18" -> "15645 maskrcnn/tf.stack_23/stack"; +"15600 maskrcnn/tf.stack_23/stack/19" -> "15645 maskrcnn/tf.stack_23/stack"; +"15601 maskrcnn/tf.stack_23/stack/20" -> "15645 maskrcnn/tf.stack_23/stack"; +"15602 maskrcnn/tf.stack_23/stack/21" -> "15645 maskrcnn/tf.stack_23/stack"; +"15603 maskrcnn/tf.stack_23/stack/22" -> "15645 maskrcnn/tf.stack_23/stack"; +"15604 maskrcnn/tf.stack_23/stack/23" -> "15645 maskrcnn/tf.stack_23/stack"; +"15605 maskrcnn/tf.stack_23/stack/24" -> "15645 maskrcnn/tf.stack_23/stack"; +"15606 maskrcnn/tf.stack_23/stack/25" -> "15645 maskrcnn/tf.stack_23/stack"; +"15607 maskrcnn/tf.stack_23/stack/26" -> "15645 maskrcnn/tf.stack_23/stack"; +"15608 maskrcnn/tf.stack_23/stack/27" -> "15645 maskrcnn/tf.stack_23/stack"; +"15609 maskrcnn/tf.stack_23/stack/28" -> "15645 maskrcnn/tf.stack_23/stack"; +"15610 maskrcnn/tf.stack_23/stack/29" -> "15645 maskrcnn/tf.stack_23/stack"; +"15611 maskrcnn/tf.stack_23/stack/30" -> "15645 maskrcnn/tf.stack_23/stack"; +"15612 maskrcnn/tf.stack_23/stack/31" -> "15645 maskrcnn/tf.stack_23/stack"; +"15613 maskrcnn/tf.stack_23/stack/32" -> "15645 maskrcnn/tf.stack_23/stack"; +"15614 maskrcnn/tf.stack_23/stack/33" -> "15645 maskrcnn/tf.stack_23/stack"; +"15615 maskrcnn/tf.stack_23/stack/34" -> "15645 maskrcnn/tf.stack_23/stack"; +"15616 maskrcnn/tf.stack_23/stack/35" -> "15645 maskrcnn/tf.stack_23/stack"; +"15617 maskrcnn/tf.stack_23/stack/36" -> "15645 maskrcnn/tf.stack_23/stack"; +"15618 maskrcnn/tf.stack_23/stack/37" -> "15645 maskrcnn/tf.stack_23/stack"; +"15619 maskrcnn/tf.stack_23/stack/38" -> "15645 maskrcnn/tf.stack_23/stack"; +"15620 maskrcnn/tf.stack_23/stack/39" -> "15645 maskrcnn/tf.stack_23/stack"; +"15621 maskrcnn/tf.stack_23/stack/40" -> "15645 maskrcnn/tf.stack_23/stack"; +"15622 maskrcnn/tf.stack_23/stack/41" -> "15645 maskrcnn/tf.stack_23/stack"; +"15623 maskrcnn/tf.stack_23/stack/42" -> "15645 maskrcnn/tf.stack_23/stack"; +"15624 maskrcnn/tf.stack_23/stack/43" -> "15645 maskrcnn/tf.stack_23/stack"; +"15625 maskrcnn/tf.stack_23/stack/44" -> "15645 maskrcnn/tf.stack_23/stack"; +"15626 maskrcnn/tf.stack_23/stack/45" -> "15645 maskrcnn/tf.stack_23/stack"; +"15627 maskrcnn/tf.stack_23/stack/46" -> "15645 maskrcnn/tf.stack_23/stack"; +"15628 maskrcnn/tf.stack_23/stack/47" -> "15645 maskrcnn/tf.stack_23/stack"; +"15629 maskrcnn/tf.stack_23/stack/48" -> "15645 maskrcnn/tf.stack_23/stack"; +"15630 maskrcnn/tf.stack_23/stack/49" -> "15645 maskrcnn/tf.stack_23/stack"; +"15631 maskrcnn/tf.stack_23/stack/50" -> "15645 maskrcnn/tf.stack_23/stack"; +"15632 maskrcnn/tf.stack_23/stack/51" -> "15645 maskrcnn/tf.stack_23/stack"; +"15633 maskrcnn/tf.stack_23/stack/52" -> "15645 maskrcnn/tf.stack_23/stack"; +"15634 maskrcnn/tf.stack_23/stack/53" -> "15645 maskrcnn/tf.stack_23/stack"; +"15635 maskrcnn/tf.stack_23/stack/54" -> "15645 maskrcnn/tf.stack_23/stack"; +"15636 maskrcnn/tf.stack_23/stack/55" -> "15645 maskrcnn/tf.stack_23/stack"; +"15637 maskrcnn/tf.stack_23/stack/56" -> "15645 maskrcnn/tf.stack_23/stack"; +"15638 maskrcnn/tf.stack_23/stack/57" -> "15645 maskrcnn/tf.stack_23/stack"; +"15639 maskrcnn/tf.stack_23/stack/58" -> "15645 maskrcnn/tf.stack_23/stack"; +"15640 maskrcnn/tf.stack_23/stack/59" -> "15645 maskrcnn/tf.stack_23/stack"; +"15641 maskrcnn/tf.stack_23/stack/60" -> "15645 maskrcnn/tf.stack_23/stack"; +"15642 maskrcnn/tf.stack_23/stack/61" -> "15645 maskrcnn/tf.stack_23/stack"; +"15643 maskrcnn/tf.stack_23/stack/62" -> "15645 maskrcnn/tf.stack_23/stack"; +"15644 maskrcnn/tf.stack_23/stack/63" -> "15645 maskrcnn/tf.stack_23/stack"; +"15646 maskrcnn/tf.stack_23/stack_1/values_0/0" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; +"15647 maskrcnn/tf.stack_23/stack_1/values_0/1" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; +"15648 maskrcnn/tf.stack_23/stack_1/values_0/2" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; +"15649 maskrcnn/tf.stack_23/stack_1/values_0/3" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; +"15650 maskrcnn/tf.stack_23/stack_1/values_0/4" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; +"15651 maskrcnn/tf.stack_23/stack_1/values_0/5" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; +"15652 maskrcnn/tf.stack_23/stack_1/values_0/6" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; +"15653 maskrcnn/tf.stack_23/stack_1/values_0/7" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; +"15654 maskrcnn/tf.stack_23/stack_1/values_0/8" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; +"15655 maskrcnn/tf.stack_23/stack_1/values_0/9" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; +"15656 maskrcnn/tf.stack_23/stack_1/values_0/10" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; +"15657 maskrcnn/tf.stack_23/stack_1/values_0/11" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; +"15658 maskrcnn/tf.stack_23/stack_1/values_0/12" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; +"15659 maskrcnn/tf.stack_23/stack_1/values_0/13" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; +"15660 maskrcnn/tf.stack_23/stack_1/values_0/14" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; +"15661 maskrcnn/tf.stack_23/stack_1/values_0/15" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; +"15662 maskrcnn/tf.stack_23/stack_1/values_0/16" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; +"15663 maskrcnn/tf.stack_23/stack_1/values_0/17" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; +"15664 maskrcnn/tf.stack_23/stack_1/values_0/18" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; +"15665 maskrcnn/tf.stack_23/stack_1/values_0/19" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; +"15666 maskrcnn/tf.stack_23/stack_1/values_0/20" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; +"15667 maskrcnn/tf.stack_23/stack_1/values_0/21" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; +"15668 maskrcnn/tf.stack_23/stack_1/values_0/22" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; +"15669 maskrcnn/tf.stack_23/stack_1/values_0/23" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; +"15670 maskrcnn/tf.stack_23/stack_1/values_0/24" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; +"15671 maskrcnn/tf.stack_23/stack_1/values_0/25" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; +"15672 maskrcnn/tf.stack_23/stack_1/values_0/26" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; +"15673 maskrcnn/tf.stack_23/stack_1/values_0/27" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; +"15674 maskrcnn/tf.stack_23/stack_1/values_0/28" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; +"15675 maskrcnn/tf.stack_23/stack_1/values_0/29" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; +"15676 maskrcnn/tf.stack_23/stack_1/values_0/30" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; +"15677 maskrcnn/tf.stack_23/stack_1/values_0/31" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; +"15678 maskrcnn/tf.stack_23/stack_1/values_0/32" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; +"15679 maskrcnn/tf.stack_23/stack_1/values_0/33" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; +"15680 maskrcnn/tf.stack_23/stack_1/values_0/34" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; +"15681 maskrcnn/tf.stack_23/stack_1/values_0/35" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; +"15682 maskrcnn/tf.stack_23/stack_1/values_0/36" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; +"15683 maskrcnn/tf.stack_23/stack_1/values_0/37" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; +"15684 maskrcnn/tf.stack_23/stack_1/values_0/38" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; +"15685 maskrcnn/tf.stack_23/stack_1/values_0/39" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; +"15686 maskrcnn/tf.stack_23/stack_1/values_0/40" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; +"15687 maskrcnn/tf.stack_23/stack_1/values_0/41" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; +"15688 maskrcnn/tf.stack_23/stack_1/values_0/42" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; +"15689 maskrcnn/tf.stack_23/stack_1/values_0/43" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; +"15690 maskrcnn/tf.stack_23/stack_1/values_0/44" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; +"15691 maskrcnn/tf.stack_23/stack_1/values_0/45" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; +"15692 maskrcnn/tf.stack_23/stack_1/values_0/46" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; +"15693 maskrcnn/tf.stack_23/stack_1/values_0/47" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; +"15694 maskrcnn/tf.stack_23/stack_1/values_0/48" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; +"15695 maskrcnn/tf.stack_23/stack_1/values_0/49" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; +"15696 maskrcnn/tf.stack_23/stack_1/values_0/50" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; +"15697 maskrcnn/tf.stack_23/stack_1/values_0/51" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; +"15698 maskrcnn/tf.stack_23/stack_1/values_0/52" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; +"15699 maskrcnn/tf.stack_23/stack_1/values_0/53" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; +"15700 maskrcnn/tf.stack_23/stack_1/values_0/54" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; +"15701 maskrcnn/tf.stack_23/stack_1/values_0/55" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; +"15702 maskrcnn/tf.stack_23/stack_1/values_0/56" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; +"15703 maskrcnn/tf.stack_23/stack_1/values_0/57" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; +"15704 maskrcnn/tf.stack_23/stack_1/values_0/58" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; +"15705 maskrcnn/tf.stack_23/stack_1/values_0/59" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; +"15706 maskrcnn/tf.stack_23/stack_1/values_0/60" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; +"15707 maskrcnn/tf.stack_23/stack_1/values_0/61" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; +"15708 maskrcnn/tf.stack_23/stack_1/values_0/62" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; +"15709 maskrcnn/tf.stack_23/stack_1/values_0/63" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; +"15710 maskrcnn/tf.stack_23/stack_1/values_0" -> "15776 maskrcnn/tf.stack_23/stack_1"; +"15711 maskrcnn/tf.stack_23/stack_1/values_1/0" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; +"15712 maskrcnn/tf.stack_23/stack_1/values_1/1" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; +"15713 maskrcnn/tf.stack_23/stack_1/values_1/2" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; +"15714 maskrcnn/tf.stack_23/stack_1/values_1/3" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; +"15715 maskrcnn/tf.stack_23/stack_1/values_1/4" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; +"15716 maskrcnn/tf.stack_23/stack_1/values_1/5" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; +"15717 maskrcnn/tf.stack_23/stack_1/values_1/6" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; +"15718 maskrcnn/tf.stack_23/stack_1/values_1/7" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; +"15719 maskrcnn/tf.stack_23/stack_1/values_1/8" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; +"15720 maskrcnn/tf.stack_23/stack_1/values_1/9" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; +"15721 maskrcnn/tf.stack_23/stack_1/values_1/10" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; +"15722 maskrcnn/tf.stack_23/stack_1/values_1/11" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; +"15723 maskrcnn/tf.stack_23/stack_1/values_1/12" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; +"15724 maskrcnn/tf.stack_23/stack_1/values_1/13" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; +"15725 maskrcnn/tf.stack_23/stack_1/values_1/14" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; +"15726 maskrcnn/tf.stack_23/stack_1/values_1/15" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; +"15727 maskrcnn/tf.stack_23/stack_1/values_1/16" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; +"15728 maskrcnn/tf.stack_23/stack_1/values_1/17" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; +"15729 maskrcnn/tf.stack_23/stack_1/values_1/18" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; +"15730 maskrcnn/tf.stack_23/stack_1/values_1/19" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; +"15731 maskrcnn/tf.stack_23/stack_1/values_1/20" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; +"15732 maskrcnn/tf.stack_23/stack_1/values_1/21" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; +"15733 maskrcnn/tf.stack_23/stack_1/values_1/22" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; +"15734 maskrcnn/tf.stack_23/stack_1/values_1/23" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; +"15735 maskrcnn/tf.stack_23/stack_1/values_1/24" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; +"15736 maskrcnn/tf.stack_23/stack_1/values_1/25" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; +"15737 maskrcnn/tf.stack_23/stack_1/values_1/26" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; +"15738 maskrcnn/tf.stack_23/stack_1/values_1/27" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; +"15739 maskrcnn/tf.stack_23/stack_1/values_1/28" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; +"15740 maskrcnn/tf.stack_23/stack_1/values_1/29" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; +"15741 maskrcnn/tf.stack_23/stack_1/values_1/30" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; +"15742 maskrcnn/tf.stack_23/stack_1/values_1/31" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; +"15743 maskrcnn/tf.stack_23/stack_1/values_1/32" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; +"15744 maskrcnn/tf.stack_23/stack_1/values_1/33" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; +"15745 maskrcnn/tf.stack_23/stack_1/values_1/34" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; +"15746 maskrcnn/tf.stack_23/stack_1/values_1/35" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; +"15747 maskrcnn/tf.stack_23/stack_1/values_1/36" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; +"15748 maskrcnn/tf.stack_23/stack_1/values_1/37" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; +"15749 maskrcnn/tf.stack_23/stack_1/values_1/38" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; +"15750 maskrcnn/tf.stack_23/stack_1/values_1/39" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; +"15751 maskrcnn/tf.stack_23/stack_1/values_1/40" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; +"15752 maskrcnn/tf.stack_23/stack_1/values_1/41" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; +"15753 maskrcnn/tf.stack_23/stack_1/values_1/42" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; +"15754 maskrcnn/tf.stack_23/stack_1/values_1/43" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; +"15755 maskrcnn/tf.stack_23/stack_1/values_1/44" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; +"15756 maskrcnn/tf.stack_23/stack_1/values_1/45" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; +"15757 maskrcnn/tf.stack_23/stack_1/values_1/46" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; +"15758 maskrcnn/tf.stack_23/stack_1/values_1/47" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; +"15759 maskrcnn/tf.stack_23/stack_1/values_1/48" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; +"15760 maskrcnn/tf.stack_23/stack_1/values_1/49" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; +"15761 maskrcnn/tf.stack_23/stack_1/values_1/50" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; +"15762 maskrcnn/tf.stack_23/stack_1/values_1/51" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; +"15763 maskrcnn/tf.stack_23/stack_1/values_1/52" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; +"15764 maskrcnn/tf.stack_23/stack_1/values_1/53" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; +"15765 maskrcnn/tf.stack_23/stack_1/values_1/54" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; +"15766 maskrcnn/tf.stack_23/stack_1/values_1/55" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; +"15767 maskrcnn/tf.stack_23/stack_1/values_1/56" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; +"15768 maskrcnn/tf.stack_23/stack_1/values_1/57" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; +"15769 maskrcnn/tf.stack_23/stack_1/values_1/58" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; +"15770 maskrcnn/tf.stack_23/stack_1/values_1/59" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; +"15771 maskrcnn/tf.stack_23/stack_1/values_1/60" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; +"15772 maskrcnn/tf.stack_23/stack_1/values_1/61" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; +"15773 maskrcnn/tf.stack_23/stack_1/values_1/62" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; +"15774 maskrcnn/tf.stack_23/stack_1/values_1/63" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; +"15775 maskrcnn/tf.stack_23/stack_1/values_1" -> "15776 maskrcnn/tf.stack_23/stack_1"; +"15776 maskrcnn/tf.stack_23/stack_1" -> "15777 maskrcnn/tf.compat.v1.gather_nd_1/GatherNd"; +"15777 maskrcnn/tf.compat.v1.gather_nd_1/GatherNd" -> "15778 maskrcnn/tf.math.sigmoid_5/Sigmoid"; +"15778 maskrcnn/tf.math.sigmoid_5/Sigmoid" -> "15783 Identity_4"; +} diff --git a/tests/tensorflow/data/reference_graphs/2.11/sparsity/magnitude_sparsity/mobilenet_v1.pb b/tests/tensorflow/data/reference_graphs/2.11/sparsity/magnitude_sparsity/mobilenet_v1.pb deleted file mode 120000 index 0c4164c846d..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.11/sparsity/magnitude_sparsity/mobilenet_v1.pb +++ /dev/null @@ -1 +0,0 @@ -../../../2.8/sparsity/magnitude_sparsity/mobilenet_v1.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.11/sparsity/magnitude_sparsity/mobilenet_v1.pb b/tests/tensorflow/data/reference_graphs/2.11/sparsity/magnitude_sparsity/mobilenet_v1.pb new file mode 100644 index 00000000000..cc092e1a4f9 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.11/sparsity/magnitude_sparsity/mobilenet_v1.pb @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:97980b677f6bae8270f950e8efbc156f3cc5545fb6c634b42620941862e3cac4 +size 100655 diff --git a/tests/tensorflow/data/reference_graphs/2.11/sparsity/magnitude_sparsity/mobilenet_v2.pb b/tests/tensorflow/data/reference_graphs/2.11/sparsity/magnitude_sparsity/mobilenet_v2.pb deleted file mode 120000 index e5aaec4fa68..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.11/sparsity/magnitude_sparsity/mobilenet_v2.pb +++ /dev/null @@ -1 +0,0 @@ -../../../2.8/sparsity/magnitude_sparsity/mobilenet_v2.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.11/sparsity/magnitude_sparsity/mobilenet_v2.pb b/tests/tensorflow/data/reference_graphs/2.11/sparsity/magnitude_sparsity/mobilenet_v2.pb new file mode 100644 index 00000000000..6714e128b2c --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.11/sparsity/magnitude_sparsity/mobilenet_v2.pb @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d2b778a7a8e7f01892b4fcde91dd8bde2c8f6be59c3af73d052e8aa4b045ecb0 +size 199007 diff --git a/tests/tensorflow/data/reference_graphs/2.11/sparsity/magnitude_sparsity/mobilenet_v2_slim.dot b/tests/tensorflow/data/reference_graphs/2.11/sparsity/magnitude_sparsity/mobilenet_v2_slim.dot deleted file mode 120000 index be0482cdc8b..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.11/sparsity/magnitude_sparsity/mobilenet_v2_slim.dot +++ /dev/null @@ -1 +0,0 @@ -../../../2.8/sparsity/magnitude_sparsity/mobilenet_v2_slim.dot \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.11/sparsity/magnitude_sparsity/mobilenet_v2_slim.dot b/tests/tensorflow/data/reference_graphs/2.11/sparsity/magnitude_sparsity/mobilenet_v2_slim.dot new file mode 100644 index 00000000000..0c23cdbab82 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.11/sparsity/magnitude_sparsity/mobilenet_v2_slim.dot @@ -0,0 +1,2070 @@ +strict digraph { +"0 args_0" [id=0, op=Placeholder]; +"1 keras_layer/MobilenetV2/Conv/weights_mask" [id=1, op=Placeholder]; +"2 sequential/keras_layer/ReadVariableOp" [id=2, op=ReadVariableOp]; +"3 sequential/keras_layer/Greater/y" [id=3, op=Const]; +"4 sequential/keras_layer/Greater" [id=4, op=Greater]; +"5 MobilenetV2/Conv/weights" [id=5, op=Placeholder]; +"6 sequential/keras_layer/SelectV2/ReadVariableOp" [id=6, op=ReadVariableOp]; +"7 keras_layer/MobilenetV2/Conv/weights_bkup" [id=7, op=Placeholder]; +"8 sequential/keras_layer/SelectV2/ReadVariableOp_1" [id=8, op=ReadVariableOp]; +"9 sequential/keras_layer/SelectV2" [id=9, op=SelectV2]; +"10 sequential/keras_layer/AssignVariableOp" [id=10, op=AssignVariableOp]; +"11 sequential/keras_layer/ReadVariableOp_1" [id=11, op=ReadVariableOp]; +"12 sequential/keras_layer/mul/ReadVariableOp" [id=12, op=ReadVariableOp]; +"13 sequential/keras_layer/mul" [id=13, op=Mul]; +"14 sequential/keras_layer/AssignVariableOp_1" [id=14, op=AssignVariableOp]; +"15 keras_layer/MobilenetV2/expanded_conv/depthwise/depthwise_weights_mask" [id=15, op=Placeholder]; +"16 sequential/keras_layer/ReadVariableOp_2" [id=16, op=ReadVariableOp]; +"17 sequential/keras_layer/Greater_1/y" [id=17, op=Const]; +"18 sequential/keras_layer/Greater_1" [id=18, op=Greater]; +"19 MobilenetV2/expanded_conv/depthwise/depthwise_weights" [id=19, op=Placeholder]; +"20 sequential/keras_layer/SelectV2_1/ReadVariableOp" [id=20, op=ReadVariableOp]; +"21 keras_layer/MobilenetV2/expanded_conv/depthwise/depthwise_weights_bkup" [id=21, op=Placeholder]; +"22 sequential/keras_layer/SelectV2_1/ReadVariableOp_1" [id=22, op=ReadVariableOp]; +"23 sequential/keras_layer/SelectV2_1" [id=23, op=SelectV2]; +"24 sequential/keras_layer/AssignVariableOp_2" [id=24, op=AssignVariableOp]; +"25 sequential/keras_layer/ReadVariableOp_3" [id=25, op=ReadVariableOp]; +"26 sequential/keras_layer/mul_1/ReadVariableOp" [id=26, op=ReadVariableOp]; +"27 sequential/keras_layer/mul_1" [id=27, op=Mul]; +"28 sequential/keras_layer/AssignVariableOp_3" [id=28, op=AssignVariableOp]; +"29 keras_layer/MobilenetV2/expanded_conv/project/weights_mask" [id=29, op=Placeholder]; +"30 sequential/keras_layer/ReadVariableOp_4" [id=30, op=ReadVariableOp]; +"31 sequential/keras_layer/Greater_2/y" [id=31, op=Const]; +"32 sequential/keras_layer/Greater_2" [id=32, op=Greater]; +"33 MobilenetV2/expanded_conv/project/weights" [id=33, op=Placeholder]; +"34 sequential/keras_layer/SelectV2_2/ReadVariableOp" [id=34, op=ReadVariableOp]; +"35 keras_layer/MobilenetV2/expanded_conv/project/weights_bkup" [id=35, op=Placeholder]; +"36 sequential/keras_layer/SelectV2_2/ReadVariableOp_1" [id=36, op=ReadVariableOp]; +"37 sequential/keras_layer/SelectV2_2" [id=37, op=SelectV2]; +"38 sequential/keras_layer/AssignVariableOp_4" [id=38, op=AssignVariableOp]; +"39 sequential/keras_layer/ReadVariableOp_5" [id=39, op=ReadVariableOp]; +"40 sequential/keras_layer/mul_2/ReadVariableOp" [id=40, op=ReadVariableOp]; +"41 sequential/keras_layer/mul_2" [id=41, op=Mul]; +"42 sequential/keras_layer/AssignVariableOp_5" [id=42, op=AssignVariableOp]; +"43 keras_layer/MobilenetV2/expanded_conv_1/expand/weights_mask" [id=43, op=Placeholder]; +"44 sequential/keras_layer/ReadVariableOp_6" [id=44, op=ReadVariableOp]; +"45 sequential/keras_layer/Greater_3/y" [id=45, op=Const]; +"46 sequential/keras_layer/Greater_3" [id=46, op=Greater]; +"47 MobilenetV2/expanded_conv_1/expand/weights" [id=47, op=Placeholder]; +"48 sequential/keras_layer/SelectV2_3/ReadVariableOp" [id=48, op=ReadVariableOp]; +"49 keras_layer/MobilenetV2/expanded_conv_1/expand/weights_bkup" [id=49, op=Placeholder]; +"50 sequential/keras_layer/SelectV2_3/ReadVariableOp_1" [id=50, op=ReadVariableOp]; +"51 sequential/keras_layer/SelectV2_3" [id=51, op=SelectV2]; +"52 sequential/keras_layer/AssignVariableOp_6" [id=52, op=AssignVariableOp]; +"53 sequential/keras_layer/ReadVariableOp_7" [id=53, op=ReadVariableOp]; +"54 sequential/keras_layer/mul_3/ReadVariableOp" [id=54, op=ReadVariableOp]; +"55 sequential/keras_layer/mul_3" [id=55, op=Mul]; +"56 sequential/keras_layer/AssignVariableOp_7" [id=56, op=AssignVariableOp]; +"57 keras_layer/MobilenetV2/expanded_conv_1/depthwise/depthwise_weights_mask" [id=57, op=Placeholder]; +"58 sequential/keras_layer/ReadVariableOp_8" [id=58, op=ReadVariableOp]; +"59 sequential/keras_layer/Greater_4/y" [id=59, op=Const]; +"60 sequential/keras_layer/Greater_4" [id=60, op=Greater]; +"61 MobilenetV2/expanded_conv_1/depthwise/depthwise_weights" [id=61, op=Placeholder]; +"62 sequential/keras_layer/SelectV2_4/ReadVariableOp" [id=62, op=ReadVariableOp]; +"63 keras_layer/MobilenetV2/expanded_conv_1/depthwise/depthwise_weights_bkup" [id=63, op=Placeholder]; +"64 sequential/keras_layer/SelectV2_4/ReadVariableOp_1" [id=64, op=ReadVariableOp]; +"65 sequential/keras_layer/SelectV2_4" [id=65, op=SelectV2]; +"66 sequential/keras_layer/AssignVariableOp_8" [id=66, op=AssignVariableOp]; +"67 sequential/keras_layer/ReadVariableOp_9" [id=67, op=ReadVariableOp]; +"68 sequential/keras_layer/mul_4/ReadVariableOp" [id=68, op=ReadVariableOp]; +"69 sequential/keras_layer/mul_4" [id=69, op=Mul]; +"70 sequential/keras_layer/AssignVariableOp_9" [id=70, op=AssignVariableOp]; +"71 keras_layer/MobilenetV2/expanded_conv_1/project/weights_mask" [id=71, op=Placeholder]; +"72 sequential/keras_layer/ReadVariableOp_10" [id=72, op=ReadVariableOp]; +"73 sequential/keras_layer/Greater_5/y" [id=73, op=Const]; +"74 sequential/keras_layer/Greater_5" [id=74, op=Greater]; +"75 MobilenetV2/expanded_conv_1/project/weights" [id=75, op=Placeholder]; +"76 sequential/keras_layer/SelectV2_5/ReadVariableOp" [id=76, op=ReadVariableOp]; +"77 keras_layer/MobilenetV2/expanded_conv_1/project/weights_bkup" [id=77, op=Placeholder]; +"78 sequential/keras_layer/SelectV2_5/ReadVariableOp_1" [id=78, op=ReadVariableOp]; +"79 sequential/keras_layer/SelectV2_5" [id=79, op=SelectV2]; +"80 sequential/keras_layer/AssignVariableOp_10" [id=80, op=AssignVariableOp]; +"81 sequential/keras_layer/ReadVariableOp_11" [id=81, op=ReadVariableOp]; +"82 sequential/keras_layer/mul_5/ReadVariableOp" [id=82, op=ReadVariableOp]; +"83 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sequential/keras_layer/mul_3/ReadVariableOp" -> "55 sequential/keras_layer/mul_3"; +"55 sequential/keras_layer/mul_3" -> "56 sequential/keras_layer/AssignVariableOp_7"; +"57 keras_layer/MobilenetV2/expanded_conv_1/depthwise/depthwise_weights_mask" -> "58 sequential/keras_layer/ReadVariableOp_8"; +"57 keras_layer/MobilenetV2/expanded_conv_1/depthwise/depthwise_weights_mask" -> "68 sequential/keras_layer/mul_4/ReadVariableOp"; +"58 sequential/keras_layer/ReadVariableOp_8" -> "60 sequential/keras_layer/Greater_4"; +"59 sequential/keras_layer/Greater_4/y" -> "60 sequential/keras_layer/Greater_4"; +"60 sequential/keras_layer/Greater_4" -> "65 sequential/keras_layer/SelectV2_4"; +"61 MobilenetV2/expanded_conv_1/depthwise/depthwise_weights" -> "62 sequential/keras_layer/SelectV2_4/ReadVariableOp"; +"61 MobilenetV2/expanded_conv_1/depthwise/depthwise_weights" -> "70 sequential/keras_layer/AssignVariableOp_9"; +"61 MobilenetV2/expanded_conv_1/depthwise/depthwise_weights" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"62 sequential/keras_layer/SelectV2_4/ReadVariableOp" -> "65 sequential/keras_layer/SelectV2_4"; +"63 keras_layer/MobilenetV2/expanded_conv_1/depthwise/depthwise_weights_bkup" -> "64 sequential/keras_layer/SelectV2_4/ReadVariableOp_1"; +"63 keras_layer/MobilenetV2/expanded_conv_1/depthwise/depthwise_weights_bkup" -> "66 sequential/keras_layer/AssignVariableOp_8"; +"63 keras_layer/MobilenetV2/expanded_conv_1/depthwise/depthwise_weights_bkup" -> "67 sequential/keras_layer/ReadVariableOp_9"; +"64 sequential/keras_layer/SelectV2_4/ReadVariableOp_1" -> "65 sequential/keras_layer/SelectV2_4"; +"65 sequential/keras_layer/SelectV2_4" -> "66 sequential/keras_layer/AssignVariableOp_8"; +"67 sequential/keras_layer/ReadVariableOp_9" -> "69 sequential/keras_layer/mul_4"; +"68 sequential/keras_layer/mul_4/ReadVariableOp" -> "69 sequential/keras_layer/mul_4"; +"69 sequential/keras_layer/mul_4" -> "70 sequential/keras_layer/AssignVariableOp_9"; +"71 keras_layer/MobilenetV2/expanded_conv_1/project/weights_mask" -> "72 sequential/keras_layer/ReadVariableOp_10"; +"71 keras_layer/MobilenetV2/expanded_conv_1/project/weights_mask" -> "82 sequential/keras_layer/mul_5/ReadVariableOp"; +"72 sequential/keras_layer/ReadVariableOp_10" -> "74 sequential/keras_layer/Greater_5"; +"73 sequential/keras_layer/Greater_5/y" -> "74 sequential/keras_layer/Greater_5"; +"74 sequential/keras_layer/Greater_5" -> "79 sequential/keras_layer/SelectV2_5"; +"75 MobilenetV2/expanded_conv_1/project/weights" -> "76 sequential/keras_layer/SelectV2_5/ReadVariableOp"; +"75 MobilenetV2/expanded_conv_1/project/weights" -> "84 sequential/keras_layer/AssignVariableOp_11"; +"75 MobilenetV2/expanded_conv_1/project/weights" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"76 sequential/keras_layer/SelectV2_5/ReadVariableOp" -> "79 sequential/keras_layer/SelectV2_5"; +"77 keras_layer/MobilenetV2/expanded_conv_1/project/weights_bkup" -> "78 sequential/keras_layer/SelectV2_5/ReadVariableOp_1"; +"77 keras_layer/MobilenetV2/expanded_conv_1/project/weights_bkup" -> "80 sequential/keras_layer/AssignVariableOp_10"; +"77 keras_layer/MobilenetV2/expanded_conv_1/project/weights_bkup" -> "81 sequential/keras_layer/ReadVariableOp_11"; +"78 sequential/keras_layer/SelectV2_5/ReadVariableOp_1" -> "79 sequential/keras_layer/SelectV2_5"; +"79 sequential/keras_layer/SelectV2_5" -> "80 sequential/keras_layer/AssignVariableOp_10"; +"81 sequential/keras_layer/ReadVariableOp_11" -> "83 sequential/keras_layer/mul_5"; +"82 sequential/keras_layer/mul_5/ReadVariableOp" -> "83 sequential/keras_layer/mul_5"; +"83 sequential/keras_layer/mul_5" -> "84 sequential/keras_layer/AssignVariableOp_11"; +"85 keras_layer/MobilenetV2/expanded_conv_2/expand/weights_mask" -> "86 sequential/keras_layer/ReadVariableOp_12"; +"85 keras_layer/MobilenetV2/expanded_conv_2/expand/weights_mask" -> "96 sequential/keras_layer/mul_6/ReadVariableOp"; +"86 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sequential/keras_layer/ReadVariableOp_13"; +"92 sequential/keras_layer/SelectV2_6/ReadVariableOp_1" -> "93 sequential/keras_layer/SelectV2_6"; +"93 sequential/keras_layer/SelectV2_6" -> "94 sequential/keras_layer/AssignVariableOp_12"; +"95 sequential/keras_layer/ReadVariableOp_13" -> "97 sequential/keras_layer/mul_6"; +"96 sequential/keras_layer/mul_6/ReadVariableOp" -> "97 sequential/keras_layer/mul_6"; +"97 sequential/keras_layer/mul_6" -> "98 sequential/keras_layer/AssignVariableOp_13"; +"99 keras_layer/MobilenetV2/expanded_conv_2/depthwise/depthwise_weights_mask" -> "100 sequential/keras_layer/ReadVariableOp_14"; +"99 keras_layer/MobilenetV2/expanded_conv_2/depthwise/depthwise_weights_mask" -> "110 sequential/keras_layer/mul_7/ReadVariableOp"; +"100 sequential/keras_layer/ReadVariableOp_14" -> "102 sequential/keras_layer/Greater_7"; +"101 sequential/keras_layer/Greater_7/y" -> "102 sequential/keras_layer/Greater_7"; +"102 sequential/keras_layer/Greater_7" -> "107 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MobilenetV2/expanded_conv_2/project/weights" -> "126 sequential/keras_layer/AssignVariableOp_17"; +"117 MobilenetV2/expanded_conv_2/project/weights" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"118 sequential/keras_layer/SelectV2_8/ReadVariableOp" -> "121 sequential/keras_layer/SelectV2_8"; +"119 keras_layer/MobilenetV2/expanded_conv_2/project/weights_bkup" -> "120 sequential/keras_layer/SelectV2_8/ReadVariableOp_1"; +"119 keras_layer/MobilenetV2/expanded_conv_2/project/weights_bkup" -> "122 sequential/keras_layer/AssignVariableOp_16"; +"119 keras_layer/MobilenetV2/expanded_conv_2/project/weights_bkup" -> "123 sequential/keras_layer/ReadVariableOp_17"; +"120 sequential/keras_layer/SelectV2_8/ReadVariableOp_1" -> "121 sequential/keras_layer/SelectV2_8"; +"121 sequential/keras_layer/SelectV2_8" -> "122 sequential/keras_layer/AssignVariableOp_16"; +"123 sequential/keras_layer/ReadVariableOp_17" -> "125 sequential/keras_layer/mul_8"; +"124 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keras_layer/MobilenetV2/expanded_conv_3/depthwise/depthwise_weights_mask" -> "142 sequential/keras_layer/ReadVariableOp_20"; +"141 keras_layer/MobilenetV2/expanded_conv_3/depthwise/depthwise_weights_mask" -> "152 sequential/keras_layer/mul_10/ReadVariableOp"; +"142 sequential/keras_layer/ReadVariableOp_20" -> "144 sequential/keras_layer/Greater_10"; +"143 sequential/keras_layer/Greater_10/y" -> "144 sequential/keras_layer/Greater_10"; +"144 sequential/keras_layer/Greater_10" -> "149 sequential/keras_layer/SelectV2_10"; +"145 MobilenetV2/expanded_conv_3/depthwise/depthwise_weights" -> "146 sequential/keras_layer/SelectV2_10/ReadVariableOp"; +"145 MobilenetV2/expanded_conv_3/depthwise/depthwise_weights" -> "154 sequential/keras_layer/AssignVariableOp_21"; +"145 MobilenetV2/expanded_conv_3/depthwise/depthwise_weights" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"146 sequential/keras_layer/SelectV2_10/ReadVariableOp" -> "149 sequential/keras_layer/SelectV2_10"; +"147 keras_layer/MobilenetV2/expanded_conv_3/depthwise/depthwise_weights_bkup" -> "148 sequential/keras_layer/SelectV2_10/ReadVariableOp_1"; +"147 keras_layer/MobilenetV2/expanded_conv_3/depthwise/depthwise_weights_bkup" -> "150 sequential/keras_layer/AssignVariableOp_20"; +"147 keras_layer/MobilenetV2/expanded_conv_3/depthwise/depthwise_weights_bkup" -> "151 sequential/keras_layer/ReadVariableOp_21"; +"148 sequential/keras_layer/SelectV2_10/ReadVariableOp_1" -> "149 sequential/keras_layer/SelectV2_10"; +"149 sequential/keras_layer/SelectV2_10" -> "150 sequential/keras_layer/AssignVariableOp_20"; +"151 sequential/keras_layer/ReadVariableOp_21" -> "153 sequential/keras_layer/mul_10"; +"152 sequential/keras_layer/mul_10/ReadVariableOp" -> "153 sequential/keras_layer/mul_10"; +"153 sequential/keras_layer/mul_10" -> "154 sequential/keras_layer/AssignVariableOp_21"; +"155 keras_layer/MobilenetV2/expanded_conv_3/project/weights_mask" -> "156 sequential/keras_layer/ReadVariableOp_22"; +"155 keras_layer/MobilenetV2/expanded_conv_3/project/weights_mask" -> "166 sequential/keras_layer/mul_11/ReadVariableOp"; +"156 sequential/keras_layer/ReadVariableOp_22" -> "158 sequential/keras_layer/Greater_11"; +"157 sequential/keras_layer/Greater_11/y" -> "158 sequential/keras_layer/Greater_11"; +"158 sequential/keras_layer/Greater_11" -> "163 sequential/keras_layer/SelectV2_11"; +"159 MobilenetV2/expanded_conv_3/project/weights" -> "160 sequential/keras_layer/SelectV2_11/ReadVariableOp"; +"159 MobilenetV2/expanded_conv_3/project/weights" -> "168 sequential/keras_layer/AssignVariableOp_23"; +"159 MobilenetV2/expanded_conv_3/project/weights" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"160 sequential/keras_layer/SelectV2_11/ReadVariableOp" -> "163 sequential/keras_layer/SelectV2_11"; +"161 keras_layer/MobilenetV2/expanded_conv_3/project/weights_bkup" -> "162 sequential/keras_layer/SelectV2_11/ReadVariableOp_1"; +"161 keras_layer/MobilenetV2/expanded_conv_3/project/weights_bkup" -> "164 sequential/keras_layer/AssignVariableOp_22"; +"161 keras_layer/MobilenetV2/expanded_conv_3/project/weights_bkup" -> "165 sequential/keras_layer/ReadVariableOp_23"; +"162 sequential/keras_layer/SelectV2_11/ReadVariableOp_1" -> "163 sequential/keras_layer/SelectV2_11"; +"163 sequential/keras_layer/SelectV2_11" -> "164 sequential/keras_layer/AssignVariableOp_22"; +"165 sequential/keras_layer/ReadVariableOp_23" -> "167 sequential/keras_layer/mul_11"; +"166 sequential/keras_layer/mul_11/ReadVariableOp" -> "167 sequential/keras_layer/mul_11"; +"167 sequential/keras_layer/mul_11" -> "168 sequential/keras_layer/AssignVariableOp_23"; +"169 keras_layer/MobilenetV2/expanded_conv_4/expand/weights_mask" -> "170 sequential/keras_layer/ReadVariableOp_24"; +"169 keras_layer/MobilenetV2/expanded_conv_4/expand/weights_mask" -> "180 sequential/keras_layer/mul_12/ReadVariableOp"; +"170 sequential/keras_layer/ReadVariableOp_24" -> "172 sequential/keras_layer/Greater_12"; +"171 sequential/keras_layer/Greater_12/y" -> "172 sequential/keras_layer/Greater_12"; +"172 sequential/keras_layer/Greater_12" -> "177 sequential/keras_layer/SelectV2_12"; +"173 MobilenetV2/expanded_conv_4/expand/weights" -> "174 sequential/keras_layer/SelectV2_12/ReadVariableOp"; +"173 MobilenetV2/expanded_conv_4/expand/weights" -> "182 sequential/keras_layer/AssignVariableOp_25"; +"173 MobilenetV2/expanded_conv_4/expand/weights" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"174 sequential/keras_layer/SelectV2_12/ReadVariableOp" -> "177 sequential/keras_layer/SelectV2_12"; +"175 keras_layer/MobilenetV2/expanded_conv_4/expand/weights_bkup" -> "176 sequential/keras_layer/SelectV2_12/ReadVariableOp_1"; +"175 keras_layer/MobilenetV2/expanded_conv_4/expand/weights_bkup" -> "178 sequential/keras_layer/AssignVariableOp_24"; +"175 keras_layer/MobilenetV2/expanded_conv_4/expand/weights_bkup" -> "179 sequential/keras_layer/ReadVariableOp_25"; 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sequential/keras_layer/ReadVariableOp_73"; +"512 sequential/keras_layer/SelectV2_36/ReadVariableOp_1" -> "513 sequential/keras_layer/SelectV2_36"; +"513 sequential/keras_layer/SelectV2_36" -> "514 sequential/keras_layer/AssignVariableOp_72"; +"515 sequential/keras_layer/ReadVariableOp_73" -> "517 sequential/keras_layer/mul_36"; +"516 sequential/keras_layer/mul_36/ReadVariableOp" -> "517 sequential/keras_layer/mul_36"; +"517 sequential/keras_layer/mul_36" -> "518 sequential/keras_layer/AssignVariableOp_73"; +"519 keras_layer/MobilenetV2/expanded_conv_12/depthwise/depthwise_weights_mask" -> "520 sequential/keras_layer/ReadVariableOp_74"; +"519 keras_layer/MobilenetV2/expanded_conv_12/depthwise/depthwise_weights_mask" -> "530 sequential/keras_layer/mul_37/ReadVariableOp"; +"520 sequential/keras_layer/ReadVariableOp_74" -> "522 sequential/keras_layer/Greater_37"; +"521 sequential/keras_layer/Greater_37/y" -> "522 sequential/keras_layer/Greater_37"; +"522 sequential/keras_layer/Greater_37" -> "527 sequential/keras_layer/SelectV2_37"; +"523 MobilenetV2/expanded_conv_12/depthwise/depthwise_weights" -> "524 sequential/keras_layer/SelectV2_37/ReadVariableOp"; +"523 MobilenetV2/expanded_conv_12/depthwise/depthwise_weights" -> "532 sequential/keras_layer/AssignVariableOp_75"; +"523 MobilenetV2/expanded_conv_12/depthwise/depthwise_weights" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"524 sequential/keras_layer/SelectV2_37/ReadVariableOp" -> "527 sequential/keras_layer/SelectV2_37"; +"525 keras_layer/MobilenetV2/expanded_conv_12/depthwise/depthwise_weights_bkup" -> "526 sequential/keras_layer/SelectV2_37/ReadVariableOp_1"; +"525 keras_layer/MobilenetV2/expanded_conv_12/depthwise/depthwise_weights_bkup" -> "528 sequential/keras_layer/AssignVariableOp_74"; +"525 keras_layer/MobilenetV2/expanded_conv_12/depthwise/depthwise_weights_bkup" -> "529 sequential/keras_layer/ReadVariableOp_75"; +"526 sequential/keras_layer/SelectV2_37/ReadVariableOp_1" -> "527 sequential/keras_layer/SelectV2_37"; +"527 sequential/keras_layer/SelectV2_37" -> "528 sequential/keras_layer/AssignVariableOp_74"; +"529 sequential/keras_layer/ReadVariableOp_75" -> "531 sequential/keras_layer/mul_37"; +"530 sequential/keras_layer/mul_37/ReadVariableOp" -> "531 sequential/keras_layer/mul_37"; +"531 sequential/keras_layer/mul_37" -> "532 sequential/keras_layer/AssignVariableOp_75"; +"533 keras_layer/MobilenetV2/expanded_conv_12/project/weights_mask" -> "534 sequential/keras_layer/ReadVariableOp_76"; +"533 keras_layer/MobilenetV2/expanded_conv_12/project/weights_mask" -> "544 sequential/keras_layer/mul_38/ReadVariableOp"; +"534 sequential/keras_layer/ReadVariableOp_76" -> "536 sequential/keras_layer/Greater_38"; +"535 sequential/keras_layer/Greater_38/y" -> "536 sequential/keras_layer/Greater_38"; +"536 sequential/keras_layer/Greater_38" -> "541 sequential/keras_layer/SelectV2_38"; +"537 MobilenetV2/expanded_conv_12/project/weights" -> "538 sequential/keras_layer/SelectV2_38/ReadVariableOp"; +"537 MobilenetV2/expanded_conv_12/project/weights" -> "546 sequential/keras_layer/AssignVariableOp_77"; +"537 MobilenetV2/expanded_conv_12/project/weights" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"538 sequential/keras_layer/SelectV2_38/ReadVariableOp" -> "541 sequential/keras_layer/SelectV2_38"; +"539 keras_layer/MobilenetV2/expanded_conv_12/project/weights_bkup" -> "540 sequential/keras_layer/SelectV2_38/ReadVariableOp_1"; +"539 keras_layer/MobilenetV2/expanded_conv_12/project/weights_bkup" -> "542 sequential/keras_layer/AssignVariableOp_76"; +"539 keras_layer/MobilenetV2/expanded_conv_12/project/weights_bkup" -> "543 sequential/keras_layer/ReadVariableOp_77"; +"540 sequential/keras_layer/SelectV2_38/ReadVariableOp_1" -> "541 sequential/keras_layer/SelectV2_38"; +"541 sequential/keras_layer/SelectV2_38" -> "542 sequential/keras_layer/AssignVariableOp_76"; +"543 sequential/keras_layer/ReadVariableOp_77" -> "545 sequential/keras_layer/mul_38"; +"544 sequential/keras_layer/mul_38/ReadVariableOp" -> "545 sequential/keras_layer/mul_38"; +"545 sequential/keras_layer/mul_38" -> "546 sequential/keras_layer/AssignVariableOp_77"; +"547 keras_layer/MobilenetV2/expanded_conv_13/expand/weights_mask" -> "548 sequential/keras_layer/ReadVariableOp_78"; +"547 keras_layer/MobilenetV2/expanded_conv_13/expand/weights_mask" -> "558 sequential/keras_layer/mul_39/ReadVariableOp"; +"548 sequential/keras_layer/ReadVariableOp_78" -> "550 sequential/keras_layer/Greater_39"; +"549 sequential/keras_layer/Greater_39/y" -> "550 sequential/keras_layer/Greater_39"; +"550 sequential/keras_layer/Greater_39" -> "555 sequential/keras_layer/SelectV2_39"; +"551 MobilenetV2/expanded_conv_13/expand/weights" -> "552 sequential/keras_layer/SelectV2_39/ReadVariableOp"; +"551 MobilenetV2/expanded_conv_13/expand/weights" -> "560 sequential/keras_layer/AssignVariableOp_79"; +"551 MobilenetV2/expanded_conv_13/expand/weights" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"552 sequential/keras_layer/SelectV2_39/ReadVariableOp" -> "555 sequential/keras_layer/SelectV2_39"; +"553 keras_layer/MobilenetV2/expanded_conv_13/expand/weights_bkup" -> "554 sequential/keras_layer/SelectV2_39/ReadVariableOp_1"; +"553 keras_layer/MobilenetV2/expanded_conv_13/expand/weights_bkup" -> "556 sequential/keras_layer/AssignVariableOp_78"; +"553 keras_layer/MobilenetV2/expanded_conv_13/expand/weights_bkup" -> "557 sequential/keras_layer/ReadVariableOp_79"; +"554 sequential/keras_layer/SelectV2_39/ReadVariableOp_1" -> "555 sequential/keras_layer/SelectV2_39"; +"555 sequential/keras_layer/SelectV2_39" -> "556 sequential/keras_layer/AssignVariableOp_78"; +"557 sequential/keras_layer/ReadVariableOp_79" -> "559 sequential/keras_layer/mul_39"; +"558 sequential/keras_layer/mul_39/ReadVariableOp" -> "559 sequential/keras_layer/mul_39"; +"559 sequential/keras_layer/mul_39" -> "560 sequential/keras_layer/AssignVariableOp_79"; +"561 keras_layer/MobilenetV2/expanded_conv_13/depthwise/depthwise_weights_mask" -> "562 sequential/keras_layer/ReadVariableOp_80"; +"561 keras_layer/MobilenetV2/expanded_conv_13/depthwise/depthwise_weights_mask" -> "572 sequential/keras_layer/mul_40/ReadVariableOp"; +"562 sequential/keras_layer/ReadVariableOp_80" -> "564 sequential/keras_layer/Greater_40"; +"563 sequential/keras_layer/Greater_40/y" -> "564 sequential/keras_layer/Greater_40"; +"564 sequential/keras_layer/Greater_40" -> "569 sequential/keras_layer/SelectV2_40"; +"565 MobilenetV2/expanded_conv_13/depthwise/depthwise_weights" -> "566 sequential/keras_layer/SelectV2_40/ReadVariableOp"; +"565 MobilenetV2/expanded_conv_13/depthwise/depthwise_weights" -> "574 sequential/keras_layer/AssignVariableOp_81"; +"565 MobilenetV2/expanded_conv_13/depthwise/depthwise_weights" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"566 sequential/keras_layer/SelectV2_40/ReadVariableOp" -> "569 sequential/keras_layer/SelectV2_40"; +"567 keras_layer/MobilenetV2/expanded_conv_13/depthwise/depthwise_weights_bkup" -> "568 sequential/keras_layer/SelectV2_40/ReadVariableOp_1"; +"567 keras_layer/MobilenetV2/expanded_conv_13/depthwise/depthwise_weights_bkup" -> "570 sequential/keras_layer/AssignVariableOp_80"; +"567 keras_layer/MobilenetV2/expanded_conv_13/depthwise/depthwise_weights_bkup" -> "571 sequential/keras_layer/ReadVariableOp_81"; +"568 sequential/keras_layer/SelectV2_40/ReadVariableOp_1" -> "569 sequential/keras_layer/SelectV2_40"; +"569 sequential/keras_layer/SelectV2_40" -> "570 sequential/keras_layer/AssignVariableOp_80"; +"571 sequential/keras_layer/ReadVariableOp_81" -> "573 sequential/keras_layer/mul_40"; +"572 sequential/keras_layer/mul_40/ReadVariableOp" -> "573 sequential/keras_layer/mul_40"; +"573 sequential/keras_layer/mul_40" -> "574 sequential/keras_layer/AssignVariableOp_81"; +"575 keras_layer/MobilenetV2/expanded_conv_13/project/weights_mask" -> "576 sequential/keras_layer/ReadVariableOp_82"; +"575 keras_layer/MobilenetV2/expanded_conv_13/project/weights_mask" -> "586 sequential/keras_layer/mul_41/ReadVariableOp"; +"576 sequential/keras_layer/ReadVariableOp_82" -> "578 sequential/keras_layer/Greater_41"; +"577 sequential/keras_layer/Greater_41/y" -> "578 sequential/keras_layer/Greater_41"; +"578 sequential/keras_layer/Greater_41" -> "583 sequential/keras_layer/SelectV2_41"; +"579 MobilenetV2/expanded_conv_13/project/weights" -> "580 sequential/keras_layer/SelectV2_41/ReadVariableOp"; +"579 MobilenetV2/expanded_conv_13/project/weights" -> "588 sequential/keras_layer/AssignVariableOp_83"; +"579 MobilenetV2/expanded_conv_13/project/weights" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"580 sequential/keras_layer/SelectV2_41/ReadVariableOp" -> "583 sequential/keras_layer/SelectV2_41"; +"581 keras_layer/MobilenetV2/expanded_conv_13/project/weights_bkup" -> "582 sequential/keras_layer/SelectV2_41/ReadVariableOp_1"; +"581 keras_layer/MobilenetV2/expanded_conv_13/project/weights_bkup" -> "584 sequential/keras_layer/AssignVariableOp_82"; +"581 keras_layer/MobilenetV2/expanded_conv_13/project/weights_bkup" -> "585 sequential/keras_layer/ReadVariableOp_83"; +"582 sequential/keras_layer/SelectV2_41/ReadVariableOp_1" -> "583 sequential/keras_layer/SelectV2_41"; +"583 sequential/keras_layer/SelectV2_41" -> "584 sequential/keras_layer/AssignVariableOp_82"; +"585 sequential/keras_layer/ReadVariableOp_83" -> "587 sequential/keras_layer/mul_41"; +"586 sequential/keras_layer/mul_41/ReadVariableOp" -> "587 sequential/keras_layer/mul_41"; +"587 sequential/keras_layer/mul_41" -> "588 sequential/keras_layer/AssignVariableOp_83"; +"589 keras_layer/MobilenetV2/expanded_conv_14/expand/weights_mask" -> "590 sequential/keras_layer/ReadVariableOp_84"; +"589 keras_layer/MobilenetV2/expanded_conv_14/expand/weights_mask" -> "600 sequential/keras_layer/mul_42/ReadVariableOp"; +"590 sequential/keras_layer/ReadVariableOp_84" -> "592 sequential/keras_layer/Greater_42"; +"591 sequential/keras_layer/Greater_42/y" -> "592 sequential/keras_layer/Greater_42"; +"592 sequential/keras_layer/Greater_42" -> "597 sequential/keras_layer/SelectV2_42"; +"593 MobilenetV2/expanded_conv_14/expand/weights" -> "594 sequential/keras_layer/SelectV2_42/ReadVariableOp"; +"593 MobilenetV2/expanded_conv_14/expand/weights" -> "602 sequential/keras_layer/AssignVariableOp_85"; +"593 MobilenetV2/expanded_conv_14/expand/weights" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"594 sequential/keras_layer/SelectV2_42/ReadVariableOp" -> "597 sequential/keras_layer/SelectV2_42"; +"595 keras_layer/MobilenetV2/expanded_conv_14/expand/weights_bkup" -> "596 sequential/keras_layer/SelectV2_42/ReadVariableOp_1"; +"595 keras_layer/MobilenetV2/expanded_conv_14/expand/weights_bkup" -> "598 sequential/keras_layer/AssignVariableOp_84"; +"595 keras_layer/MobilenetV2/expanded_conv_14/expand/weights_bkup" -> "599 sequential/keras_layer/ReadVariableOp_85"; +"596 sequential/keras_layer/SelectV2_42/ReadVariableOp_1" -> "597 sequential/keras_layer/SelectV2_42"; +"597 sequential/keras_layer/SelectV2_42" -> "598 sequential/keras_layer/AssignVariableOp_84"; +"599 sequential/keras_layer/ReadVariableOp_85" -> "601 sequential/keras_layer/mul_42"; +"600 sequential/keras_layer/mul_42/ReadVariableOp" -> "601 sequential/keras_layer/mul_42"; +"601 sequential/keras_layer/mul_42" -> "602 sequential/keras_layer/AssignVariableOp_85"; +"603 keras_layer/MobilenetV2/expanded_conv_14/depthwise/depthwise_weights_mask" -> "604 sequential/keras_layer/ReadVariableOp_86"; +"603 keras_layer/MobilenetV2/expanded_conv_14/depthwise/depthwise_weights_mask" -> "614 sequential/keras_layer/mul_43/ReadVariableOp"; +"604 sequential/keras_layer/ReadVariableOp_86" -> "606 sequential/keras_layer/Greater_43"; +"605 sequential/keras_layer/Greater_43/y" -> "606 sequential/keras_layer/Greater_43"; +"606 sequential/keras_layer/Greater_43" -> "611 sequential/keras_layer/SelectV2_43"; +"607 MobilenetV2/expanded_conv_14/depthwise/depthwise_weights" -> "608 sequential/keras_layer/SelectV2_43/ReadVariableOp"; +"607 MobilenetV2/expanded_conv_14/depthwise/depthwise_weights" -> "616 sequential/keras_layer/AssignVariableOp_87"; +"607 MobilenetV2/expanded_conv_14/depthwise/depthwise_weights" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"608 sequential/keras_layer/SelectV2_43/ReadVariableOp" -> "611 sequential/keras_layer/SelectV2_43"; +"609 keras_layer/MobilenetV2/expanded_conv_14/depthwise/depthwise_weights_bkup" -> "610 sequential/keras_layer/SelectV2_43/ReadVariableOp_1"; +"609 keras_layer/MobilenetV2/expanded_conv_14/depthwise/depthwise_weights_bkup" -> "612 sequential/keras_layer/AssignVariableOp_86"; +"609 keras_layer/MobilenetV2/expanded_conv_14/depthwise/depthwise_weights_bkup" -> "613 sequential/keras_layer/ReadVariableOp_87"; +"610 sequential/keras_layer/SelectV2_43/ReadVariableOp_1" -> "611 sequential/keras_layer/SelectV2_43"; +"611 sequential/keras_layer/SelectV2_43" -> "612 sequential/keras_layer/AssignVariableOp_86"; +"613 sequential/keras_layer/ReadVariableOp_87" -> "615 sequential/keras_layer/mul_43"; +"614 sequential/keras_layer/mul_43/ReadVariableOp" -> "615 sequential/keras_layer/mul_43"; +"615 sequential/keras_layer/mul_43" -> "616 sequential/keras_layer/AssignVariableOp_87"; +"617 keras_layer/MobilenetV2/expanded_conv_14/project/weights_mask" -> "618 sequential/keras_layer/ReadVariableOp_88"; +"617 keras_layer/MobilenetV2/expanded_conv_14/project/weights_mask" -> "628 sequential/keras_layer/mul_44/ReadVariableOp"; +"618 sequential/keras_layer/ReadVariableOp_88" -> "620 sequential/keras_layer/Greater_44"; +"619 sequential/keras_layer/Greater_44/y" -> "620 sequential/keras_layer/Greater_44"; +"620 sequential/keras_layer/Greater_44" -> "625 sequential/keras_layer/SelectV2_44"; +"621 MobilenetV2/expanded_conv_14/project/weights" -> "622 sequential/keras_layer/SelectV2_44/ReadVariableOp"; +"621 MobilenetV2/expanded_conv_14/project/weights" -> "630 sequential/keras_layer/AssignVariableOp_89"; +"621 MobilenetV2/expanded_conv_14/project/weights" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"622 sequential/keras_layer/SelectV2_44/ReadVariableOp" -> "625 sequential/keras_layer/SelectV2_44"; +"623 keras_layer/MobilenetV2/expanded_conv_14/project/weights_bkup" -> "624 sequential/keras_layer/SelectV2_44/ReadVariableOp_1"; +"623 keras_layer/MobilenetV2/expanded_conv_14/project/weights_bkup" -> "626 sequential/keras_layer/AssignVariableOp_88"; +"623 keras_layer/MobilenetV2/expanded_conv_14/project/weights_bkup" -> "627 sequential/keras_layer/ReadVariableOp_89"; +"624 sequential/keras_layer/SelectV2_44/ReadVariableOp_1" -> "625 sequential/keras_layer/SelectV2_44"; +"625 sequential/keras_layer/SelectV2_44" -> "626 sequential/keras_layer/AssignVariableOp_88"; +"627 sequential/keras_layer/ReadVariableOp_89" -> "629 sequential/keras_layer/mul_44"; +"628 sequential/keras_layer/mul_44/ReadVariableOp" -> "629 sequential/keras_layer/mul_44"; +"629 sequential/keras_layer/mul_44" -> "630 sequential/keras_layer/AssignVariableOp_89"; +"631 keras_layer/MobilenetV2/expanded_conv_15/expand/weights_mask" -> "632 sequential/keras_layer/ReadVariableOp_90"; +"631 keras_layer/MobilenetV2/expanded_conv_15/expand/weights_mask" -> "642 sequential/keras_layer/mul_45/ReadVariableOp"; +"632 sequential/keras_layer/ReadVariableOp_90" -> "634 sequential/keras_layer/Greater_45"; +"633 sequential/keras_layer/Greater_45/y" -> "634 sequential/keras_layer/Greater_45"; +"634 sequential/keras_layer/Greater_45" -> "639 sequential/keras_layer/SelectV2_45"; +"635 MobilenetV2/expanded_conv_15/expand/weights" -> "636 sequential/keras_layer/SelectV2_45/ReadVariableOp"; +"635 MobilenetV2/expanded_conv_15/expand/weights" -> "644 sequential/keras_layer/AssignVariableOp_91"; +"635 MobilenetV2/expanded_conv_15/expand/weights" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"636 sequential/keras_layer/SelectV2_45/ReadVariableOp" -> "639 sequential/keras_layer/SelectV2_45"; +"637 keras_layer/MobilenetV2/expanded_conv_15/expand/weights_bkup" -> "638 sequential/keras_layer/SelectV2_45/ReadVariableOp_1"; +"637 keras_layer/MobilenetV2/expanded_conv_15/expand/weights_bkup" -> "640 sequential/keras_layer/AssignVariableOp_90"; +"637 keras_layer/MobilenetV2/expanded_conv_15/expand/weights_bkup" -> "641 sequential/keras_layer/ReadVariableOp_91"; +"638 sequential/keras_layer/SelectV2_45/ReadVariableOp_1" -> "639 sequential/keras_layer/SelectV2_45"; +"639 sequential/keras_layer/SelectV2_45" -> "640 sequential/keras_layer/AssignVariableOp_90"; +"641 sequential/keras_layer/ReadVariableOp_91" -> "643 sequential/keras_layer/mul_45"; +"642 sequential/keras_layer/mul_45/ReadVariableOp" -> "643 sequential/keras_layer/mul_45"; +"643 sequential/keras_layer/mul_45" -> "644 sequential/keras_layer/AssignVariableOp_91"; +"645 keras_layer/MobilenetV2/expanded_conv_15/depthwise/depthwise_weights_mask" -> "646 sequential/keras_layer/ReadVariableOp_92"; +"645 keras_layer/MobilenetV2/expanded_conv_15/depthwise/depthwise_weights_mask" -> "656 sequential/keras_layer/mul_46/ReadVariableOp"; +"646 sequential/keras_layer/ReadVariableOp_92" -> "648 sequential/keras_layer/Greater_46"; +"647 sequential/keras_layer/Greater_46/y" -> "648 sequential/keras_layer/Greater_46"; +"648 sequential/keras_layer/Greater_46" -> "653 sequential/keras_layer/SelectV2_46"; +"649 MobilenetV2/expanded_conv_15/depthwise/depthwise_weights" -> "650 sequential/keras_layer/SelectV2_46/ReadVariableOp"; +"649 MobilenetV2/expanded_conv_15/depthwise/depthwise_weights" -> "658 sequential/keras_layer/AssignVariableOp_93"; +"649 MobilenetV2/expanded_conv_15/depthwise/depthwise_weights" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"650 sequential/keras_layer/SelectV2_46/ReadVariableOp" -> "653 sequential/keras_layer/SelectV2_46"; +"651 keras_layer/MobilenetV2/expanded_conv_15/depthwise/depthwise_weights_bkup" -> "652 sequential/keras_layer/SelectV2_46/ReadVariableOp_1"; +"651 keras_layer/MobilenetV2/expanded_conv_15/depthwise/depthwise_weights_bkup" -> "654 sequential/keras_layer/AssignVariableOp_92"; +"651 keras_layer/MobilenetV2/expanded_conv_15/depthwise/depthwise_weights_bkup" -> "655 sequential/keras_layer/ReadVariableOp_93"; +"652 sequential/keras_layer/SelectV2_46/ReadVariableOp_1" -> "653 sequential/keras_layer/SelectV2_46"; +"653 sequential/keras_layer/SelectV2_46" -> "654 sequential/keras_layer/AssignVariableOp_92"; +"655 sequential/keras_layer/ReadVariableOp_93" -> "657 sequential/keras_layer/mul_46"; +"656 sequential/keras_layer/mul_46/ReadVariableOp" -> "657 sequential/keras_layer/mul_46"; +"657 sequential/keras_layer/mul_46" -> "658 sequential/keras_layer/AssignVariableOp_93"; +"659 keras_layer/MobilenetV2/expanded_conv_15/project/weights_mask" -> "660 sequential/keras_layer/ReadVariableOp_94"; +"659 keras_layer/MobilenetV2/expanded_conv_15/project/weights_mask" -> "670 sequential/keras_layer/mul_47/ReadVariableOp"; +"660 sequential/keras_layer/ReadVariableOp_94" -> "662 sequential/keras_layer/Greater_47"; +"661 sequential/keras_layer/Greater_47/y" -> "662 sequential/keras_layer/Greater_47"; +"662 sequential/keras_layer/Greater_47" -> "667 sequential/keras_layer/SelectV2_47"; +"663 MobilenetV2/expanded_conv_15/project/weights" -> "664 sequential/keras_layer/SelectV2_47/ReadVariableOp"; +"663 MobilenetV2/expanded_conv_15/project/weights" -> "672 sequential/keras_layer/AssignVariableOp_95"; +"663 MobilenetV2/expanded_conv_15/project/weights" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"664 sequential/keras_layer/SelectV2_47/ReadVariableOp" -> "667 sequential/keras_layer/SelectV2_47"; +"665 keras_layer/MobilenetV2/expanded_conv_15/project/weights_bkup" -> "666 sequential/keras_layer/SelectV2_47/ReadVariableOp_1"; +"665 keras_layer/MobilenetV2/expanded_conv_15/project/weights_bkup" -> "668 sequential/keras_layer/AssignVariableOp_94"; +"665 keras_layer/MobilenetV2/expanded_conv_15/project/weights_bkup" -> "669 sequential/keras_layer/ReadVariableOp_95"; +"666 sequential/keras_layer/SelectV2_47/ReadVariableOp_1" -> "667 sequential/keras_layer/SelectV2_47"; +"667 sequential/keras_layer/SelectV2_47" -> "668 sequential/keras_layer/AssignVariableOp_94"; +"669 sequential/keras_layer/ReadVariableOp_95" -> "671 sequential/keras_layer/mul_47"; +"670 sequential/keras_layer/mul_47/ReadVariableOp" -> "671 sequential/keras_layer/mul_47"; +"671 sequential/keras_layer/mul_47" -> "672 sequential/keras_layer/AssignVariableOp_95"; +"673 keras_layer/MobilenetV2/expanded_conv_16/expand/weights_mask" -> "674 sequential/keras_layer/ReadVariableOp_96"; +"673 keras_layer/MobilenetV2/expanded_conv_16/expand/weights_mask" -> "684 sequential/keras_layer/mul_48/ReadVariableOp"; +"674 sequential/keras_layer/ReadVariableOp_96" -> "676 sequential/keras_layer/Greater_48"; +"675 sequential/keras_layer/Greater_48/y" -> "676 sequential/keras_layer/Greater_48"; +"676 sequential/keras_layer/Greater_48" -> "681 sequential/keras_layer/SelectV2_48"; +"677 MobilenetV2/expanded_conv_16/expand/weights" -> "678 sequential/keras_layer/SelectV2_48/ReadVariableOp"; +"677 MobilenetV2/expanded_conv_16/expand/weights" -> "686 sequential/keras_layer/AssignVariableOp_97"; +"677 MobilenetV2/expanded_conv_16/expand/weights" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"678 sequential/keras_layer/SelectV2_48/ReadVariableOp" -> "681 sequential/keras_layer/SelectV2_48"; +"679 keras_layer/MobilenetV2/expanded_conv_16/expand/weights_bkup" -> "680 sequential/keras_layer/SelectV2_48/ReadVariableOp_1"; +"679 keras_layer/MobilenetV2/expanded_conv_16/expand/weights_bkup" -> "682 sequential/keras_layer/AssignVariableOp_96"; +"679 keras_layer/MobilenetV2/expanded_conv_16/expand/weights_bkup" -> "683 sequential/keras_layer/ReadVariableOp_97"; +"680 sequential/keras_layer/SelectV2_48/ReadVariableOp_1" -> "681 sequential/keras_layer/SelectV2_48"; +"681 sequential/keras_layer/SelectV2_48" -> "682 sequential/keras_layer/AssignVariableOp_96"; +"683 sequential/keras_layer/ReadVariableOp_97" -> "685 sequential/keras_layer/mul_48"; +"684 sequential/keras_layer/mul_48/ReadVariableOp" -> "685 sequential/keras_layer/mul_48"; +"685 sequential/keras_layer/mul_48" -> "686 sequential/keras_layer/AssignVariableOp_97"; +"687 keras_layer/MobilenetV2/expanded_conv_16/depthwise/depthwise_weights_mask" -> "688 sequential/keras_layer/ReadVariableOp_98"; +"687 keras_layer/MobilenetV2/expanded_conv_16/depthwise/depthwise_weights_mask" -> "698 sequential/keras_layer/mul_49/ReadVariableOp"; +"688 sequential/keras_layer/ReadVariableOp_98" -> "690 sequential/keras_layer/Greater_49"; +"689 sequential/keras_layer/Greater_49/y" -> "690 sequential/keras_layer/Greater_49"; +"690 sequential/keras_layer/Greater_49" -> "695 sequential/keras_layer/SelectV2_49"; +"691 MobilenetV2/expanded_conv_16/depthwise/depthwise_weights" -> "692 sequential/keras_layer/SelectV2_49/ReadVariableOp"; +"691 MobilenetV2/expanded_conv_16/depthwise/depthwise_weights" -> "700 sequential/keras_layer/AssignVariableOp_99"; +"691 MobilenetV2/expanded_conv_16/depthwise/depthwise_weights" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"692 sequential/keras_layer/SelectV2_49/ReadVariableOp" -> "695 sequential/keras_layer/SelectV2_49"; +"693 keras_layer/MobilenetV2/expanded_conv_16/depthwise/depthwise_weights_bkup" -> "694 sequential/keras_layer/SelectV2_49/ReadVariableOp_1"; +"693 keras_layer/MobilenetV2/expanded_conv_16/depthwise/depthwise_weights_bkup" -> "696 sequential/keras_layer/AssignVariableOp_98"; +"693 keras_layer/MobilenetV2/expanded_conv_16/depthwise/depthwise_weights_bkup" -> "697 sequential/keras_layer/ReadVariableOp_99"; +"694 sequential/keras_layer/SelectV2_49/ReadVariableOp_1" -> "695 sequential/keras_layer/SelectV2_49"; +"695 sequential/keras_layer/SelectV2_49" -> "696 sequential/keras_layer/AssignVariableOp_98"; +"697 sequential/keras_layer/ReadVariableOp_99" -> "699 sequential/keras_layer/mul_49"; +"698 sequential/keras_layer/mul_49/ReadVariableOp" -> "699 sequential/keras_layer/mul_49"; +"699 sequential/keras_layer/mul_49" -> "700 sequential/keras_layer/AssignVariableOp_99"; +"701 keras_layer/MobilenetV2/expanded_conv_16/project/weights_mask" -> "702 sequential/keras_layer/ReadVariableOp_100"; +"701 keras_layer/MobilenetV2/expanded_conv_16/project/weights_mask" -> "712 sequential/keras_layer/mul_50/ReadVariableOp"; +"702 sequential/keras_layer/ReadVariableOp_100" -> "704 sequential/keras_layer/Greater_50"; +"703 sequential/keras_layer/Greater_50/y" -> "704 sequential/keras_layer/Greater_50"; +"704 sequential/keras_layer/Greater_50" -> "709 sequential/keras_layer/SelectV2_50"; +"705 MobilenetV2/expanded_conv_16/project/weights" -> "706 sequential/keras_layer/SelectV2_50/ReadVariableOp"; +"705 MobilenetV2/expanded_conv_16/project/weights" -> "714 sequential/keras_layer/AssignVariableOp_101"; +"705 MobilenetV2/expanded_conv_16/project/weights" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"706 sequential/keras_layer/SelectV2_50/ReadVariableOp" -> "709 sequential/keras_layer/SelectV2_50"; +"707 keras_layer/MobilenetV2/expanded_conv_16/project/weights_bkup" -> "708 sequential/keras_layer/SelectV2_50/ReadVariableOp_1"; +"707 keras_layer/MobilenetV2/expanded_conv_16/project/weights_bkup" -> "710 sequential/keras_layer/AssignVariableOp_100"; +"707 keras_layer/MobilenetV2/expanded_conv_16/project/weights_bkup" -> "711 sequential/keras_layer/ReadVariableOp_101"; +"708 sequential/keras_layer/SelectV2_50/ReadVariableOp_1" -> "709 sequential/keras_layer/SelectV2_50"; +"709 sequential/keras_layer/SelectV2_50" -> "710 sequential/keras_layer/AssignVariableOp_100"; +"711 sequential/keras_layer/ReadVariableOp_101" -> "713 sequential/keras_layer/mul_50"; +"712 sequential/keras_layer/mul_50/ReadVariableOp" -> "713 sequential/keras_layer/mul_50"; +"713 sequential/keras_layer/mul_50" -> "714 sequential/keras_layer/AssignVariableOp_101"; +"715 keras_layer/MobilenetV2/Conv_1/weights_mask" -> "716 sequential/keras_layer/ReadVariableOp_102"; +"715 keras_layer/MobilenetV2/Conv_1/weights_mask" -> "726 sequential/keras_layer/mul_51/ReadVariableOp"; +"716 sequential/keras_layer/ReadVariableOp_102" -> "718 sequential/keras_layer/Greater_51"; +"717 sequential/keras_layer/Greater_51/y" -> "718 sequential/keras_layer/Greater_51"; +"718 sequential/keras_layer/Greater_51" -> "723 sequential/keras_layer/SelectV2_51"; +"719 MobilenetV2/Conv_1/weights" -> "720 sequential/keras_layer/SelectV2_51/ReadVariableOp"; +"719 MobilenetV2/Conv_1/weights" -> "728 sequential/keras_layer/AssignVariableOp_103"; +"719 MobilenetV2/Conv_1/weights" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"720 sequential/keras_layer/SelectV2_51/ReadVariableOp" -> "723 sequential/keras_layer/SelectV2_51"; +"721 keras_layer/MobilenetV2/Conv_1/weights_bkup" -> "722 sequential/keras_layer/SelectV2_51/ReadVariableOp_1"; +"721 keras_layer/MobilenetV2/Conv_1/weights_bkup" -> "724 sequential/keras_layer/AssignVariableOp_102"; +"721 keras_layer/MobilenetV2/Conv_1/weights_bkup" -> "725 sequential/keras_layer/ReadVariableOp_103"; +"722 sequential/keras_layer/SelectV2_51/ReadVariableOp_1" -> "723 sequential/keras_layer/SelectV2_51"; +"723 sequential/keras_layer/SelectV2_51" -> "724 sequential/keras_layer/AssignVariableOp_102"; +"725 sequential/keras_layer/ReadVariableOp_103" -> "727 sequential/keras_layer/mul_51"; +"726 sequential/keras_layer/mul_51/ReadVariableOp" -> "727 sequential/keras_layer/mul_51"; +"727 sequential/keras_layer/mul_51" -> "728 sequential/keras_layer/AssignVariableOp_103"; +"729 keras_layer/MobilenetV2/Logits/Conv2d_1c_1x1/weights_mask" -> "730 sequential/keras_layer/ReadVariableOp_104"; +"729 keras_layer/MobilenetV2/Logits/Conv2d_1c_1x1/weights_mask" -> "740 sequential/keras_layer/mul_52/ReadVariableOp"; +"730 sequential/keras_layer/ReadVariableOp_104" -> "732 sequential/keras_layer/Greater_52"; +"731 sequential/keras_layer/Greater_52/y" -> "732 sequential/keras_layer/Greater_52"; +"732 sequential/keras_layer/Greater_52" -> "737 sequential/keras_layer/SelectV2_52"; +"733 MobilenetV2/Logits/Conv2d_1c_1x1/weights" -> "734 sequential/keras_layer/SelectV2_52/ReadVariableOp"; +"733 MobilenetV2/Logits/Conv2d_1c_1x1/weights" -> "742 sequential/keras_layer/AssignVariableOp_105"; +"733 MobilenetV2/Logits/Conv2d_1c_1x1/weights" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"734 sequential/keras_layer/SelectV2_52/ReadVariableOp" -> "737 sequential/keras_layer/SelectV2_52"; +"735 keras_layer/MobilenetV2/Logits/Conv2d_1c_1x1/weights_bkup" -> "736 sequential/keras_layer/SelectV2_52/ReadVariableOp_1"; +"735 keras_layer/MobilenetV2/Logits/Conv2d_1c_1x1/weights_bkup" -> "738 sequential/keras_layer/AssignVariableOp_104"; +"735 keras_layer/MobilenetV2/Logits/Conv2d_1c_1x1/weights_bkup" -> "739 sequential/keras_layer/ReadVariableOp_105"; +"736 sequential/keras_layer/SelectV2_52/ReadVariableOp_1" -> "737 sequential/keras_layer/SelectV2_52"; +"737 sequential/keras_layer/SelectV2_52" -> "738 sequential/keras_layer/AssignVariableOp_104"; +"739 sequential/keras_layer/ReadVariableOp_105" -> "741 sequential/keras_layer/mul_52"; +"740 sequential/keras_layer/mul_52/ReadVariableOp" -> "741 sequential/keras_layer/mul_52"; +"741 sequential/keras_layer/mul_52" -> "742 sequential/keras_layer/AssignVariableOp_105"; +"743 MobilenetV2/Conv/BatchNorm/gamma" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"744 MobilenetV2/Conv/BatchNorm/beta" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"745 MobilenetV2/Conv/BatchNorm/moving_mean" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"746 MobilenetV2/Conv/BatchNorm/moving_variance" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"747 MobilenetV2/expanded_conv/depthwise/BatchNorm/gamma" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"748 MobilenetV2/expanded_conv/depthwise/BatchNorm/beta" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"749 MobilenetV2/expanded_conv/depthwise/BatchNorm/moving_mean" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"750 MobilenetV2/expanded_conv/depthwise/BatchNorm/moving_variance" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"751 MobilenetV2/expanded_conv/project/BatchNorm/gamma" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"752 MobilenetV2/expanded_conv/project/BatchNorm/beta" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"753 MobilenetV2/expanded_conv/project/BatchNorm/moving_mean" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"754 MobilenetV2/expanded_conv/project/BatchNorm/moving_variance" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"755 MobilenetV2/expanded_conv_1/expand/BatchNorm/gamma" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"756 MobilenetV2/expanded_conv_1/expand/BatchNorm/beta" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"757 MobilenetV2/expanded_conv_1/expand/BatchNorm/moving_mean" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"758 MobilenetV2/expanded_conv_1/expand/BatchNorm/moving_variance" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"759 MobilenetV2/expanded_conv_1/depthwise/BatchNorm/gamma" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"760 MobilenetV2/expanded_conv_1/depthwise/BatchNorm/beta" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"761 MobilenetV2/expanded_conv_1/depthwise/BatchNorm/moving_mean" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"762 MobilenetV2/expanded_conv_1/depthwise/BatchNorm/moving_variance" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"763 MobilenetV2/expanded_conv_1/project/BatchNorm/gamma" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"764 MobilenetV2/expanded_conv_1/project/BatchNorm/beta" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"765 MobilenetV2/expanded_conv_1/project/BatchNorm/moving_mean" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"766 MobilenetV2/expanded_conv_1/project/BatchNorm/moving_variance" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"767 MobilenetV2/expanded_conv_2/expand/BatchNorm/gamma" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"768 MobilenetV2/expanded_conv_2/expand/BatchNorm/beta" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"769 MobilenetV2/expanded_conv_2/expand/BatchNorm/moving_mean" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"770 MobilenetV2/expanded_conv_2/expand/BatchNorm/moving_variance" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"771 MobilenetV2/expanded_conv_2/depthwise/BatchNorm/gamma" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"772 MobilenetV2/expanded_conv_2/depthwise/BatchNorm/beta" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"773 MobilenetV2/expanded_conv_2/depthwise/BatchNorm/moving_mean" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"774 MobilenetV2/expanded_conv_2/depthwise/BatchNorm/moving_variance" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"775 MobilenetV2/expanded_conv_2/project/BatchNorm/gamma" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"776 MobilenetV2/expanded_conv_2/project/BatchNorm/beta" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"777 MobilenetV2/expanded_conv_2/project/BatchNorm/moving_mean" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"778 MobilenetV2/expanded_conv_2/project/BatchNorm/moving_variance" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"779 MobilenetV2/expanded_conv_3/expand/BatchNorm/gamma" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"780 MobilenetV2/expanded_conv_3/expand/BatchNorm/beta" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"781 MobilenetV2/expanded_conv_3/expand/BatchNorm/moving_mean" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"782 MobilenetV2/expanded_conv_3/expand/BatchNorm/moving_variance" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"783 MobilenetV2/expanded_conv_3/depthwise/BatchNorm/gamma" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"784 MobilenetV2/expanded_conv_3/depthwise/BatchNorm/beta" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"785 MobilenetV2/expanded_conv_3/depthwise/BatchNorm/moving_mean" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"786 MobilenetV2/expanded_conv_3/depthwise/BatchNorm/moving_variance" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"787 MobilenetV2/expanded_conv_3/project/BatchNorm/gamma" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"788 MobilenetV2/expanded_conv_3/project/BatchNorm/beta" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"789 MobilenetV2/expanded_conv_3/project/BatchNorm/moving_mean" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"790 MobilenetV2/expanded_conv_3/project/BatchNorm/moving_variance" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"791 MobilenetV2/expanded_conv_4/expand/BatchNorm/gamma" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"792 MobilenetV2/expanded_conv_4/expand/BatchNorm/beta" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"793 MobilenetV2/expanded_conv_4/expand/BatchNorm/moving_mean" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"794 MobilenetV2/expanded_conv_4/expand/BatchNorm/moving_variance" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"795 MobilenetV2/expanded_conv_4/depthwise/BatchNorm/gamma" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"796 MobilenetV2/expanded_conv_4/depthwise/BatchNorm/beta" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"797 MobilenetV2/expanded_conv_4/depthwise/BatchNorm/moving_mean" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"798 MobilenetV2/expanded_conv_4/depthwise/BatchNorm/moving_variance" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"799 MobilenetV2/expanded_conv_4/project/BatchNorm/gamma" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"800 MobilenetV2/expanded_conv_4/project/BatchNorm/beta" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"801 MobilenetV2/expanded_conv_4/project/BatchNorm/moving_mean" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"802 MobilenetV2/expanded_conv_4/project/BatchNorm/moving_variance" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"803 MobilenetV2/expanded_conv_5/expand/BatchNorm/gamma" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"804 MobilenetV2/expanded_conv_5/expand/BatchNorm/beta" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"805 MobilenetV2/expanded_conv_5/expand/BatchNorm/moving_mean" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"806 MobilenetV2/expanded_conv_5/expand/BatchNorm/moving_variance" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"807 MobilenetV2/expanded_conv_5/depthwise/BatchNorm/gamma" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"808 MobilenetV2/expanded_conv_5/depthwise/BatchNorm/beta" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"809 MobilenetV2/expanded_conv_5/depthwise/BatchNorm/moving_mean" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"810 MobilenetV2/expanded_conv_5/depthwise/BatchNorm/moving_variance" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"811 MobilenetV2/expanded_conv_5/project/BatchNorm/gamma" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"812 MobilenetV2/expanded_conv_5/project/BatchNorm/beta" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"813 MobilenetV2/expanded_conv_5/project/BatchNorm/moving_mean" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"814 MobilenetV2/expanded_conv_5/project/BatchNorm/moving_variance" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"815 MobilenetV2/expanded_conv_6/expand/BatchNorm/gamma" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"816 MobilenetV2/expanded_conv_6/expand/BatchNorm/beta" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"817 MobilenetV2/expanded_conv_6/expand/BatchNorm/moving_mean" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"818 MobilenetV2/expanded_conv_6/expand/BatchNorm/moving_variance" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"819 MobilenetV2/expanded_conv_6/depthwise/BatchNorm/gamma" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"820 MobilenetV2/expanded_conv_6/depthwise/BatchNorm/beta" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"821 MobilenetV2/expanded_conv_6/depthwise/BatchNorm/moving_mean" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"822 MobilenetV2/expanded_conv_6/depthwise/BatchNorm/moving_variance" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"823 MobilenetV2/expanded_conv_6/project/BatchNorm/gamma" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"824 MobilenetV2/expanded_conv_6/project/BatchNorm/beta" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"825 MobilenetV2/expanded_conv_6/project/BatchNorm/moving_mean" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"826 MobilenetV2/expanded_conv_6/project/BatchNorm/moving_variance" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"827 MobilenetV2/expanded_conv_7/expand/BatchNorm/gamma" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"828 MobilenetV2/expanded_conv_7/expand/BatchNorm/beta" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"829 MobilenetV2/expanded_conv_7/expand/BatchNorm/moving_mean" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"830 MobilenetV2/expanded_conv_7/expand/BatchNorm/moving_variance" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"831 MobilenetV2/expanded_conv_7/depthwise/BatchNorm/gamma" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"832 MobilenetV2/expanded_conv_7/depthwise/BatchNorm/beta" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"833 MobilenetV2/expanded_conv_7/depthwise/BatchNorm/moving_mean" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"834 MobilenetV2/expanded_conv_7/depthwise/BatchNorm/moving_variance" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"835 MobilenetV2/expanded_conv_7/project/BatchNorm/gamma" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"836 MobilenetV2/expanded_conv_7/project/BatchNorm/beta" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"837 MobilenetV2/expanded_conv_7/project/BatchNorm/moving_mean" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"838 MobilenetV2/expanded_conv_7/project/BatchNorm/moving_variance" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"839 MobilenetV2/expanded_conv_8/expand/BatchNorm/gamma" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"840 MobilenetV2/expanded_conv_8/expand/BatchNorm/beta" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"841 MobilenetV2/expanded_conv_8/expand/BatchNorm/moving_mean" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"842 MobilenetV2/expanded_conv_8/expand/BatchNorm/moving_variance" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"843 MobilenetV2/expanded_conv_8/depthwise/BatchNorm/gamma" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"844 MobilenetV2/expanded_conv_8/depthwise/BatchNorm/beta" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"845 MobilenetV2/expanded_conv_8/depthwise/BatchNorm/moving_mean" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"846 MobilenetV2/expanded_conv_8/depthwise/BatchNorm/moving_variance" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"847 MobilenetV2/expanded_conv_8/project/BatchNorm/gamma" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"848 MobilenetV2/expanded_conv_8/project/BatchNorm/beta" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"849 MobilenetV2/expanded_conv_8/project/BatchNorm/moving_mean" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"850 MobilenetV2/expanded_conv_8/project/BatchNorm/moving_variance" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"851 MobilenetV2/expanded_conv_9/expand/BatchNorm/gamma" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"852 MobilenetV2/expanded_conv_9/expand/BatchNorm/beta" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"853 MobilenetV2/expanded_conv_9/expand/BatchNorm/moving_mean" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"854 MobilenetV2/expanded_conv_9/expand/BatchNorm/moving_variance" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"855 MobilenetV2/expanded_conv_9/depthwise/BatchNorm/gamma" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"856 MobilenetV2/expanded_conv_9/depthwise/BatchNorm/beta" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"857 MobilenetV2/expanded_conv_9/depthwise/BatchNorm/moving_mean" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"858 MobilenetV2/expanded_conv_9/depthwise/BatchNorm/moving_variance" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"859 MobilenetV2/expanded_conv_9/project/BatchNorm/gamma" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"860 MobilenetV2/expanded_conv_9/project/BatchNorm/beta" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"861 MobilenetV2/expanded_conv_9/project/BatchNorm/moving_mean" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"862 MobilenetV2/expanded_conv_9/project/BatchNorm/moving_variance" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"863 MobilenetV2/expanded_conv_10/expand/BatchNorm/gamma" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"864 MobilenetV2/expanded_conv_10/expand/BatchNorm/beta" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"865 MobilenetV2/expanded_conv_10/expand/BatchNorm/moving_mean" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"866 MobilenetV2/expanded_conv_10/expand/BatchNorm/moving_variance" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"867 MobilenetV2/expanded_conv_10/depthwise/BatchNorm/gamma" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"868 MobilenetV2/expanded_conv_10/depthwise/BatchNorm/beta" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"869 MobilenetV2/expanded_conv_10/depthwise/BatchNorm/moving_mean" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"870 MobilenetV2/expanded_conv_10/depthwise/BatchNorm/moving_variance" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"871 MobilenetV2/expanded_conv_10/project/BatchNorm/gamma" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"872 MobilenetV2/expanded_conv_10/project/BatchNorm/beta" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"873 MobilenetV2/expanded_conv_10/project/BatchNorm/moving_mean" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"874 MobilenetV2/expanded_conv_10/project/BatchNorm/moving_variance" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"875 MobilenetV2/expanded_conv_11/expand/BatchNorm/gamma" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"876 MobilenetV2/expanded_conv_11/expand/BatchNorm/beta" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"877 MobilenetV2/expanded_conv_11/expand/BatchNorm/moving_mean" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"878 MobilenetV2/expanded_conv_11/expand/BatchNorm/moving_variance" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"879 MobilenetV2/expanded_conv_11/depthwise/BatchNorm/gamma" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"880 MobilenetV2/expanded_conv_11/depthwise/BatchNorm/beta" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"881 MobilenetV2/expanded_conv_11/depthwise/BatchNorm/moving_mean" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"882 MobilenetV2/expanded_conv_11/depthwise/BatchNorm/moving_variance" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"883 MobilenetV2/expanded_conv_11/project/BatchNorm/gamma" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"884 MobilenetV2/expanded_conv_11/project/BatchNorm/beta" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"885 MobilenetV2/expanded_conv_11/project/BatchNorm/moving_mean" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"886 MobilenetV2/expanded_conv_11/project/BatchNorm/moving_variance" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"887 MobilenetV2/expanded_conv_12/expand/BatchNorm/gamma" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"888 MobilenetV2/expanded_conv_12/expand/BatchNorm/beta" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"889 MobilenetV2/expanded_conv_12/expand/BatchNorm/moving_mean" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"890 MobilenetV2/expanded_conv_12/expand/BatchNorm/moving_variance" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"891 MobilenetV2/expanded_conv_12/depthwise/BatchNorm/gamma" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"892 MobilenetV2/expanded_conv_12/depthwise/BatchNorm/beta" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"893 MobilenetV2/expanded_conv_12/depthwise/BatchNorm/moving_mean" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"894 MobilenetV2/expanded_conv_12/depthwise/BatchNorm/moving_variance" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"895 MobilenetV2/expanded_conv_12/project/BatchNorm/gamma" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"896 MobilenetV2/expanded_conv_12/project/BatchNorm/beta" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"897 MobilenetV2/expanded_conv_12/project/BatchNorm/moving_mean" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"898 MobilenetV2/expanded_conv_12/project/BatchNorm/moving_variance" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"899 MobilenetV2/expanded_conv_13/expand/BatchNorm/gamma" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"900 MobilenetV2/expanded_conv_13/expand/BatchNorm/beta" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"901 MobilenetV2/expanded_conv_13/expand/BatchNorm/moving_mean" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"902 MobilenetV2/expanded_conv_13/expand/BatchNorm/moving_variance" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"903 MobilenetV2/expanded_conv_13/depthwise/BatchNorm/gamma" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"904 MobilenetV2/expanded_conv_13/depthwise/BatchNorm/beta" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"905 MobilenetV2/expanded_conv_13/depthwise/BatchNorm/moving_mean" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"906 MobilenetV2/expanded_conv_13/depthwise/BatchNorm/moving_variance" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"907 MobilenetV2/expanded_conv_13/project/BatchNorm/gamma" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"908 MobilenetV2/expanded_conv_13/project/BatchNorm/beta" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"909 MobilenetV2/expanded_conv_13/project/BatchNorm/moving_mean" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"910 MobilenetV2/expanded_conv_13/project/BatchNorm/moving_variance" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"911 MobilenetV2/expanded_conv_14/expand/BatchNorm/gamma" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"912 MobilenetV2/expanded_conv_14/expand/BatchNorm/beta" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"913 MobilenetV2/expanded_conv_14/expand/BatchNorm/moving_mean" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"914 MobilenetV2/expanded_conv_14/expand/BatchNorm/moving_variance" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"915 MobilenetV2/expanded_conv_14/depthwise/BatchNorm/gamma" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"916 MobilenetV2/expanded_conv_14/depthwise/BatchNorm/beta" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"917 MobilenetV2/expanded_conv_14/depthwise/BatchNorm/moving_mean" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"918 MobilenetV2/expanded_conv_14/depthwise/BatchNorm/moving_variance" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"919 MobilenetV2/expanded_conv_14/project/BatchNorm/gamma" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"920 MobilenetV2/expanded_conv_14/project/BatchNorm/beta" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"921 MobilenetV2/expanded_conv_14/project/BatchNorm/moving_mean" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"922 MobilenetV2/expanded_conv_14/project/BatchNorm/moving_variance" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"923 MobilenetV2/expanded_conv_15/expand/BatchNorm/gamma" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"924 MobilenetV2/expanded_conv_15/expand/BatchNorm/beta" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"925 MobilenetV2/expanded_conv_15/expand/BatchNorm/moving_mean" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"926 MobilenetV2/expanded_conv_15/expand/BatchNorm/moving_variance" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"927 MobilenetV2/expanded_conv_15/depthwise/BatchNorm/gamma" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"928 MobilenetV2/expanded_conv_15/depthwise/BatchNorm/beta" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"929 MobilenetV2/expanded_conv_15/depthwise/BatchNorm/moving_mean" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"930 MobilenetV2/expanded_conv_15/depthwise/BatchNorm/moving_variance" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"931 MobilenetV2/expanded_conv_15/project/BatchNorm/gamma" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"932 MobilenetV2/expanded_conv_15/project/BatchNorm/beta" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"933 MobilenetV2/expanded_conv_15/project/BatchNorm/moving_mean" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"934 MobilenetV2/expanded_conv_15/project/BatchNorm/moving_variance" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"935 MobilenetV2/expanded_conv_16/expand/BatchNorm/gamma" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"936 MobilenetV2/expanded_conv_16/expand/BatchNorm/beta" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"937 MobilenetV2/expanded_conv_16/expand/BatchNorm/moving_mean" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"938 MobilenetV2/expanded_conv_16/expand/BatchNorm/moving_variance" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"939 MobilenetV2/expanded_conv_16/depthwise/BatchNorm/gamma" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"940 MobilenetV2/expanded_conv_16/depthwise/BatchNorm/beta" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"941 MobilenetV2/expanded_conv_16/depthwise/BatchNorm/moving_mean" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"942 MobilenetV2/expanded_conv_16/depthwise/BatchNorm/moving_variance" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"943 MobilenetV2/expanded_conv_16/project/BatchNorm/gamma" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"944 MobilenetV2/expanded_conv_16/project/BatchNorm/beta" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"945 MobilenetV2/expanded_conv_16/project/BatchNorm/moving_mean" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"946 MobilenetV2/expanded_conv_16/project/BatchNorm/moving_variance" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"947 MobilenetV2/Conv_1/BatchNorm/gamma" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"948 MobilenetV2/Conv_1/BatchNorm/beta" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"949 MobilenetV2/Conv_1/BatchNorm/moving_mean" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"950 MobilenetV2/Conv_1/BatchNorm/moving_variance" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"951 MobilenetV2/Logits/Conv2d_1c_1x1/biases" -> "952 sequential/keras_layer/StatefulPartitionedCall"; +"952 sequential/keras_layer/StatefulPartitionedCall" -> "953 sequential/activation/Softmax"; +"953 sequential/activation/Softmax" -> "954 Identity"; +} diff --git a/tests/tensorflow/data/reference_graphs/2.11/sparsity/magnitude_sparsity/mobilenet_v3_large.pb b/tests/tensorflow/data/reference_graphs/2.11/sparsity/magnitude_sparsity/mobilenet_v3_large.pb deleted file mode 120000 index 745c45aeaee..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.11/sparsity/magnitude_sparsity/mobilenet_v3_large.pb +++ /dev/null @@ -1 +0,0 @@ -../../../2.8/sparsity/magnitude_sparsity/mobilenet_v3_large.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.11/sparsity/magnitude_sparsity/mobilenet_v3_large.pb b/tests/tensorflow/data/reference_graphs/2.11/sparsity/magnitude_sparsity/mobilenet_v3_large.pb new file mode 100644 index 00000000000..e611806ee11 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.11/sparsity/magnitude_sparsity/mobilenet_v3_large.pb @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ec748a3e8af0f3ce1765201a35c6dc46d6d03189d0a7cb5973c127496cacef0c +size 275693 diff --git a/tests/tensorflow/data/reference_graphs/2.11/sparsity/magnitude_sparsity/mobilenet_v3_small.pb b/tests/tensorflow/data/reference_graphs/2.11/sparsity/magnitude_sparsity/mobilenet_v3_small.pb deleted file mode 120000 index 8d88687dbee..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.11/sparsity/magnitude_sparsity/mobilenet_v3_small.pb +++ /dev/null @@ -1 +0,0 @@ -../../../2.8/sparsity/magnitude_sparsity/mobilenet_v3_small.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.11/sparsity/magnitude_sparsity/mobilenet_v3_small.pb b/tests/tensorflow/data/reference_graphs/2.11/sparsity/magnitude_sparsity/mobilenet_v3_small.pb new file mode 100644 index 00000000000..a200a4a0638 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.11/sparsity/magnitude_sparsity/mobilenet_v3_small.pb @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:69578869c35205a5db26e1bc5a90a53ae123096e01b3f990dc7569a8d8d83aa6 +size 232097 diff --git a/tests/tensorflow/data/reference_graphs/2.11/sparsity/magnitude_sparsity/resnet50.pb b/tests/tensorflow/data/reference_graphs/2.11/sparsity/magnitude_sparsity/resnet50.pb deleted file mode 120000 index 707d42331aa..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.11/sparsity/magnitude_sparsity/resnet50.pb +++ /dev/null @@ -1 +0,0 @@ -../../../2.8/sparsity/magnitude_sparsity/resnet50.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.11/sparsity/magnitude_sparsity/resnet50.pb b/tests/tensorflow/data/reference_graphs/2.11/sparsity/magnitude_sparsity/resnet50.pb new file mode 100644 index 00000000000..9a85921265a --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.11/sparsity/magnitude_sparsity/resnet50.pb @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fe748d1ec3962ee5834b9fa5144e6f1786e57d729f33492eeeba10b58261d9c2 +size 208280 diff --git a/tests/tensorflow/data/reference_graphs/2.11/sparsity/magnitude_sparsity/resnet50v2.pb b/tests/tensorflow/data/reference_graphs/2.11/sparsity/magnitude_sparsity/resnet50v2.pb deleted file mode 120000 index 02e7f4e69e8..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.11/sparsity/magnitude_sparsity/resnet50v2.pb +++ /dev/null @@ -1 +0,0 @@ -../../../2.8/sparsity/magnitude_sparsity/resnet50v2.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.11/sparsity/magnitude_sparsity/resnet50v2.pb b/tests/tensorflow/data/reference_graphs/2.11/sparsity/magnitude_sparsity/resnet50v2.pb new file mode 100644 index 00000000000..a9a28303f19 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.11/sparsity/magnitude_sparsity/resnet50v2.pb @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:366473b2209d87c04a9bf3b678a1a056d5b8dcfcdd1cae61d347445cc473caa8 +size 194762 diff --git a/tests/tensorflow/data/reference_graphs/2.11/sparsity/magnitude_sparsity/retinanet.pb b/tests/tensorflow/data/reference_graphs/2.11/sparsity/magnitude_sparsity/retinanet.pb deleted file mode 120000 index c001cf8a776..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.11/sparsity/magnitude_sparsity/retinanet.pb +++ /dev/null @@ -1 +0,0 @@ -../../../2.8/sparsity/magnitude_sparsity/retinanet.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.11/sparsity/magnitude_sparsity/retinanet.pb b/tests/tensorflow/data/reference_graphs/2.11/sparsity/magnitude_sparsity/retinanet.pb new file mode 100644 index 00000000000..7ed8e4a1b55 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.11/sparsity/magnitude_sparsity/retinanet.pb @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b282dfa7cfe40a01cb6975e857bfa7ea4de3be9b1b6beaa4b197668af3fe0462 +size 628718 diff --git a/tests/tensorflow/data/reference_graphs/2.11/sparsity/magnitude_sparsity/sequential_model.pb b/tests/tensorflow/data/reference_graphs/2.11/sparsity/magnitude_sparsity/sequential_model.pb deleted file mode 120000 index f661fc723bc..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.11/sparsity/magnitude_sparsity/sequential_model.pb +++ /dev/null @@ -1 +0,0 @@ -../../../2.8/sparsity/magnitude_sparsity/sequential_model.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.11/sparsity/magnitude_sparsity/sequential_model.pb b/tests/tensorflow/data/reference_graphs/2.11/sparsity/magnitude_sparsity/sequential_model.pb new file mode 100644 index 00000000000..4df81a9a4f4 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.11/sparsity/magnitude_sparsity/sequential_model.pb @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a4e2fdc3643faf253a71543f3f745aeda4a8cdb4b82afde13bd2acb5392001ad +size 5094 diff --git a/tests/tensorflow/data/reference_graphs/2.11/sparsity/magnitude_sparsity/sequential_no_input_model.pb b/tests/tensorflow/data/reference_graphs/2.11/sparsity/magnitude_sparsity/sequential_no_input_model.pb deleted file mode 120000 index 2095ac67d6c..00000000000 --- 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index 2929a8365e9..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.11/sparsity/magnitude_sparsity/shared_layers_model.pb +++ /dev/null @@ -1 +0,0 @@ -../../../2.8/sparsity/magnitude_sparsity/shared_layers_model.pb \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.11/sparsity/magnitude_sparsity/shared_layers_model.pb b/tests/tensorflow/data/reference_graphs/2.11/sparsity/magnitude_sparsity/shared_layers_model.pb new file mode 100644 index 00000000000..312fc28193e --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.11/sparsity/magnitude_sparsity/shared_layers_model.pb @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:eb64429460b619569df04c80388154ef52446d6ce44159dcc43e286b4fb5cc79 +size 10141 diff --git a/tests/tensorflow/data/reference_graphs/2.11/sparsity/magnitude_sparsity/vgg16.pb b/tests/tensorflow/data/reference_graphs/2.11/sparsity/magnitude_sparsity/vgg16.pb deleted file mode 120000 index 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densenet121/conv1/bn/FusedBatchNormV3"; +"13 densenet121/conv1/bn/ReadVariableOp_1/resource" -> "14 densenet121/conv1/bn/ReadVariableOp_1"; +"14 densenet121/conv1/bn/ReadVariableOp_1" -> "19 densenet121/conv1/bn/FusedBatchNormV3"; +"15 densenet121/conv1/bn/FusedBatchNormV3/ReadVariableOp/resource" -> "16 densenet121/conv1/bn/FusedBatchNormV3/ReadVariableOp"; +"16 densenet121/conv1/bn/FusedBatchNormV3/ReadVariableOp" -> "19 densenet121/conv1/bn/FusedBatchNormV3"; +"17 densenet121/conv1/bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "18 densenet121/conv1/bn/FusedBatchNormV3/ReadVariableOp_1"; +"18 densenet121/conv1/bn/FusedBatchNormV3/ReadVariableOp_1" -> "19 densenet121/conv1/bn/FusedBatchNormV3"; +"19 densenet121/conv1/bn/FusedBatchNormV3" -> "20 densenet121/conv1/relu/Relu"; +"20 densenet121/conv1/relu/Relu" -> "22 densenet121/zero_padding2d_1/Pad"; +"21 densenet121/zero_padding2d_1/Pad/paddings" -> "22 densenet121/zero_padding2d_1/Pad"; +"22 densenet121/zero_padding2d_1/Pad" -> 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-> "31 densenet121/conv2_block1_0_bn/FusedBatchNormV3/ReadVariableOp_1"; +"31 densenet121/conv2_block1_0_bn/FusedBatchNormV3/ReadVariableOp_1" -> "32 densenet121/conv2_block1_0_bn/FusedBatchNormV3"; +"32 densenet121/conv2_block1_0_bn/FusedBatchNormV3" -> "33 densenet121/conv2_block1_0_relu/Relu"; +"33 densenet121/conv2_block1_0_relu/Relu" -> "41 densenet121/conv2_block1_1_conv/Conv2D"; +"34 densenet121/conv2_block1_1_conv/Sigmoid/ReadVariableOp/resource" -> "35 densenet121/conv2_block1_1_conv/Sigmoid/ReadVariableOp"; +"35 densenet121/conv2_block1_1_conv/Sigmoid/ReadVariableOp" -> "36 densenet121/conv2_block1_1_conv/Sigmoid"; +"36 densenet121/conv2_block1_1_conv/Sigmoid" -> "37 densenet121/conv2_block1_1_conv/Round"; +"37 densenet121/conv2_block1_1_conv/Round" -> "40 densenet121/conv2_block1_1_conv/mul"; +"38 densenet121/conv2_block1_1_conv/ReadVariableOp/resource" -> "39 densenet121/conv2_block1_1_conv/ReadVariableOp"; +"39 densenet121/conv2_block1_1_conv/ReadVariableOp" -> "40 densenet121/conv2_block1_1_conv/mul"; +"40 densenet121/conv2_block1_1_conv/mul" -> "41 densenet121/conv2_block1_1_conv/Conv2D"; +"41 densenet121/conv2_block1_1_conv/Conv2D" -> "50 densenet121/conv2_block1_1_bn/FusedBatchNormV3"; +"42 densenet121/conv2_block1_1_bn/ReadVariableOp/resource" -> "43 densenet121/conv2_block1_1_bn/ReadVariableOp"; +"43 densenet121/conv2_block1_1_bn/ReadVariableOp" -> "50 densenet121/conv2_block1_1_bn/FusedBatchNormV3"; +"44 densenet121/conv2_block1_1_bn/ReadVariableOp_1/resource" -> "45 densenet121/conv2_block1_1_bn/ReadVariableOp_1"; +"45 densenet121/conv2_block1_1_bn/ReadVariableOp_1" -> "50 densenet121/conv2_block1_1_bn/FusedBatchNormV3"; +"46 densenet121/conv2_block1_1_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "47 densenet121/conv2_block1_1_bn/FusedBatchNormV3/ReadVariableOp"; +"47 densenet121/conv2_block1_1_bn/FusedBatchNormV3/ReadVariableOp" -> "50 densenet121/conv2_block1_1_bn/FusedBatchNormV3"; +"48 densenet121/conv2_block1_1_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "49 densenet121/conv2_block1_1_bn/FusedBatchNormV3/ReadVariableOp_1"; +"49 densenet121/conv2_block1_1_bn/FusedBatchNormV3/ReadVariableOp_1" -> "50 densenet121/conv2_block1_1_bn/FusedBatchNormV3"; +"50 densenet121/conv2_block1_1_bn/FusedBatchNormV3" -> "51 densenet121/conv2_block1_1_relu/Relu"; +"51 densenet121/conv2_block1_1_relu/Relu" -> "59 densenet121/conv2_block1_2_conv/Conv2D"; +"52 densenet121/conv2_block1_2_conv/Sigmoid/ReadVariableOp/resource" -> "53 densenet121/conv2_block1_2_conv/Sigmoid/ReadVariableOp"; +"53 densenet121/conv2_block1_2_conv/Sigmoid/ReadVariableOp" -> "54 densenet121/conv2_block1_2_conv/Sigmoid"; +"54 densenet121/conv2_block1_2_conv/Sigmoid" -> "55 densenet121/conv2_block1_2_conv/Round"; +"55 densenet121/conv2_block1_2_conv/Round" -> "58 densenet121/conv2_block1_2_conv/mul"; +"56 densenet121/conv2_block1_2_conv/ReadVariableOp/resource" -> "57 densenet121/conv2_block1_2_conv/ReadVariableOp"; +"57 densenet121/conv2_block1_2_conv/ReadVariableOp" -> "58 densenet121/conv2_block1_2_conv/mul"; +"58 densenet121/conv2_block1_2_conv/mul" -> "59 densenet121/conv2_block1_2_conv/Conv2D"; +"59 densenet121/conv2_block1_2_conv/Conv2D" -> "61 densenet121/conv2_block1_concat/concat"; +"60 densenet121/conv2_block1_concat/concat/axis" -> "61 densenet121/conv2_block1_concat/concat"; +"61 densenet121/conv2_block1_concat/concat" -> "70 densenet121/conv2_block2_0_bn/FusedBatchNormV3"; +"61 densenet121/conv2_block1_concat/concat" -> "99 densenet121/conv2_block2_concat/concat"; +"62 densenet121/conv2_block2_0_bn/ReadVariableOp/resource" -> "63 densenet121/conv2_block2_0_bn/ReadVariableOp"; +"63 densenet121/conv2_block2_0_bn/ReadVariableOp" -> "70 densenet121/conv2_block2_0_bn/FusedBatchNormV3"; +"64 densenet121/conv2_block2_0_bn/ReadVariableOp_1/resource" -> "65 densenet121/conv2_block2_0_bn/ReadVariableOp_1"; +"65 densenet121/conv2_block2_0_bn/ReadVariableOp_1" -> "70 densenet121/conv2_block2_0_bn/FusedBatchNormV3"; +"66 densenet121/conv2_block2_0_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "67 densenet121/conv2_block2_0_bn/FusedBatchNormV3/ReadVariableOp"; +"67 densenet121/conv2_block2_0_bn/FusedBatchNormV3/ReadVariableOp" -> "70 densenet121/conv2_block2_0_bn/FusedBatchNormV3"; +"68 densenet121/conv2_block2_0_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "69 densenet121/conv2_block2_0_bn/FusedBatchNormV3/ReadVariableOp_1"; +"69 densenet121/conv2_block2_0_bn/FusedBatchNormV3/ReadVariableOp_1" -> "70 densenet121/conv2_block2_0_bn/FusedBatchNormV3"; +"70 densenet121/conv2_block2_0_bn/FusedBatchNormV3" -> "71 densenet121/conv2_block2_0_relu/Relu"; +"71 densenet121/conv2_block2_0_relu/Relu" -> "79 densenet121/conv2_block2_1_conv/Conv2D"; +"72 densenet121/conv2_block2_1_conv/Sigmoid/ReadVariableOp/resource" -> "73 densenet121/conv2_block2_1_conv/Sigmoid/ReadVariableOp"; +"73 densenet121/conv2_block2_1_conv/Sigmoid/ReadVariableOp" -> "74 densenet121/conv2_block2_1_conv/Sigmoid"; +"74 densenet121/conv2_block2_1_conv/Sigmoid" -> "75 densenet121/conv2_block2_1_conv/Round"; +"75 densenet121/conv2_block2_1_conv/Round" -> "78 densenet121/conv2_block2_1_conv/mul"; +"76 densenet121/conv2_block2_1_conv/ReadVariableOp/resource" -> "77 densenet121/conv2_block2_1_conv/ReadVariableOp"; +"77 densenet121/conv2_block2_1_conv/ReadVariableOp" -> "78 densenet121/conv2_block2_1_conv/mul"; +"78 densenet121/conv2_block2_1_conv/mul" -> "79 densenet121/conv2_block2_1_conv/Conv2D"; +"79 densenet121/conv2_block2_1_conv/Conv2D" -> "88 densenet121/conv2_block2_1_bn/FusedBatchNormV3"; +"80 densenet121/conv2_block2_1_bn/ReadVariableOp/resource" -> "81 densenet121/conv2_block2_1_bn/ReadVariableOp"; +"81 densenet121/conv2_block2_1_bn/ReadVariableOp" -> "88 densenet121/conv2_block2_1_bn/FusedBatchNormV3"; +"82 densenet121/conv2_block2_1_bn/ReadVariableOp_1/resource" -> "83 densenet121/conv2_block2_1_bn/ReadVariableOp_1"; +"83 densenet121/conv2_block2_1_bn/ReadVariableOp_1" -> "88 densenet121/conv2_block2_1_bn/FusedBatchNormV3"; +"84 densenet121/conv2_block2_1_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "85 densenet121/conv2_block2_1_bn/FusedBatchNormV3/ReadVariableOp"; +"85 densenet121/conv2_block2_1_bn/FusedBatchNormV3/ReadVariableOp" -> "88 densenet121/conv2_block2_1_bn/FusedBatchNormV3"; +"86 densenet121/conv2_block2_1_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "87 densenet121/conv2_block2_1_bn/FusedBatchNormV3/ReadVariableOp_1"; +"87 densenet121/conv2_block2_1_bn/FusedBatchNormV3/ReadVariableOp_1" -> "88 densenet121/conv2_block2_1_bn/FusedBatchNormV3"; +"88 densenet121/conv2_block2_1_bn/FusedBatchNormV3" -> "89 densenet121/conv2_block2_1_relu/Relu"; +"89 densenet121/conv2_block2_1_relu/Relu" -> "97 densenet121/conv2_block2_2_conv/Conv2D"; +"90 densenet121/conv2_block2_2_conv/Sigmoid/ReadVariableOp/resource" -> "91 densenet121/conv2_block2_2_conv/Sigmoid/ReadVariableOp"; +"91 densenet121/conv2_block2_2_conv/Sigmoid/ReadVariableOp" -> "92 densenet121/conv2_block2_2_conv/Sigmoid"; +"92 densenet121/conv2_block2_2_conv/Sigmoid" -> "93 densenet121/conv2_block2_2_conv/Round"; +"93 densenet121/conv2_block2_2_conv/Round" -> "96 densenet121/conv2_block2_2_conv/mul"; +"94 densenet121/conv2_block2_2_conv/ReadVariableOp/resource" -> "95 densenet121/conv2_block2_2_conv/ReadVariableOp"; +"95 densenet121/conv2_block2_2_conv/ReadVariableOp" -> "96 densenet121/conv2_block2_2_conv/mul"; +"96 densenet121/conv2_block2_2_conv/mul" -> "97 densenet121/conv2_block2_2_conv/Conv2D"; +"97 densenet121/conv2_block2_2_conv/Conv2D" -> "99 densenet121/conv2_block2_concat/concat"; +"98 densenet121/conv2_block2_concat/concat/axis" -> "99 densenet121/conv2_block2_concat/concat"; +"99 densenet121/conv2_block2_concat/concat" -> "108 densenet121/conv2_block3_0_bn/FusedBatchNormV3"; +"99 densenet121/conv2_block2_concat/concat" -> "137 densenet121/conv2_block3_concat/concat"; +"100 densenet121/conv2_block3_0_bn/ReadVariableOp/resource" -> "101 densenet121/conv2_block3_0_bn/ReadVariableOp"; +"101 densenet121/conv2_block3_0_bn/ReadVariableOp" -> "108 densenet121/conv2_block3_0_bn/FusedBatchNormV3"; +"102 densenet121/conv2_block3_0_bn/ReadVariableOp_1/resource" -> "103 densenet121/conv2_block3_0_bn/ReadVariableOp_1"; +"103 densenet121/conv2_block3_0_bn/ReadVariableOp_1" -> "108 densenet121/conv2_block3_0_bn/FusedBatchNormV3"; +"104 densenet121/conv2_block3_0_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "105 densenet121/conv2_block3_0_bn/FusedBatchNormV3/ReadVariableOp"; +"105 densenet121/conv2_block3_0_bn/FusedBatchNormV3/ReadVariableOp" -> "108 densenet121/conv2_block3_0_bn/FusedBatchNormV3"; +"106 densenet121/conv2_block3_0_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "107 densenet121/conv2_block3_0_bn/FusedBatchNormV3/ReadVariableOp_1"; +"107 densenet121/conv2_block3_0_bn/FusedBatchNormV3/ReadVariableOp_1" -> "108 densenet121/conv2_block3_0_bn/FusedBatchNormV3"; +"108 densenet121/conv2_block3_0_bn/FusedBatchNormV3" -> "109 densenet121/conv2_block3_0_relu/Relu"; +"109 densenet121/conv2_block3_0_relu/Relu" -> "117 densenet121/conv2_block3_1_conv/Conv2D"; +"110 densenet121/conv2_block3_1_conv/Sigmoid/ReadVariableOp/resource" -> "111 densenet121/conv2_block3_1_conv/Sigmoid/ReadVariableOp"; +"111 densenet121/conv2_block3_1_conv/Sigmoid/ReadVariableOp" -> "112 densenet121/conv2_block3_1_conv/Sigmoid"; +"112 densenet121/conv2_block3_1_conv/Sigmoid" -> "113 densenet121/conv2_block3_1_conv/Round"; +"113 densenet121/conv2_block3_1_conv/Round" -> "116 densenet121/conv2_block3_1_conv/mul"; +"114 densenet121/conv2_block3_1_conv/ReadVariableOp/resource" -> "115 densenet121/conv2_block3_1_conv/ReadVariableOp"; +"115 densenet121/conv2_block3_1_conv/ReadVariableOp" -> "116 densenet121/conv2_block3_1_conv/mul"; +"116 densenet121/conv2_block3_1_conv/mul" -> "117 densenet121/conv2_block3_1_conv/Conv2D"; +"117 densenet121/conv2_block3_1_conv/Conv2D" -> "126 densenet121/conv2_block3_1_bn/FusedBatchNormV3"; +"118 densenet121/conv2_block3_1_bn/ReadVariableOp/resource" -> "119 densenet121/conv2_block3_1_bn/ReadVariableOp"; +"119 densenet121/conv2_block3_1_bn/ReadVariableOp" -> "126 densenet121/conv2_block3_1_bn/FusedBatchNormV3"; +"120 densenet121/conv2_block3_1_bn/ReadVariableOp_1/resource" -> "121 densenet121/conv2_block3_1_bn/ReadVariableOp_1"; +"121 densenet121/conv2_block3_1_bn/ReadVariableOp_1" -> "126 densenet121/conv2_block3_1_bn/FusedBatchNormV3"; +"122 densenet121/conv2_block3_1_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "123 densenet121/conv2_block3_1_bn/FusedBatchNormV3/ReadVariableOp"; +"123 densenet121/conv2_block3_1_bn/FusedBatchNormV3/ReadVariableOp" -> "126 densenet121/conv2_block3_1_bn/FusedBatchNormV3"; +"124 densenet121/conv2_block3_1_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "125 densenet121/conv2_block3_1_bn/FusedBatchNormV3/ReadVariableOp_1"; +"125 densenet121/conv2_block3_1_bn/FusedBatchNormV3/ReadVariableOp_1" -> "126 densenet121/conv2_block3_1_bn/FusedBatchNormV3"; +"126 densenet121/conv2_block3_1_bn/FusedBatchNormV3" -> "127 densenet121/conv2_block3_1_relu/Relu"; +"127 densenet121/conv2_block3_1_relu/Relu" -> "135 densenet121/conv2_block3_2_conv/Conv2D"; +"128 densenet121/conv2_block3_2_conv/Sigmoid/ReadVariableOp/resource" -> "129 densenet121/conv2_block3_2_conv/Sigmoid/ReadVariableOp"; +"129 densenet121/conv2_block3_2_conv/Sigmoid/ReadVariableOp" -> "130 densenet121/conv2_block3_2_conv/Sigmoid"; +"130 densenet121/conv2_block3_2_conv/Sigmoid" -> "131 densenet121/conv2_block3_2_conv/Round"; +"131 densenet121/conv2_block3_2_conv/Round" -> "134 densenet121/conv2_block3_2_conv/mul"; +"132 densenet121/conv2_block3_2_conv/ReadVariableOp/resource" -> "133 densenet121/conv2_block3_2_conv/ReadVariableOp"; +"133 densenet121/conv2_block3_2_conv/ReadVariableOp" -> "134 densenet121/conv2_block3_2_conv/mul"; +"134 densenet121/conv2_block3_2_conv/mul" -> "135 densenet121/conv2_block3_2_conv/Conv2D"; +"135 densenet121/conv2_block3_2_conv/Conv2D" -> "137 densenet121/conv2_block3_concat/concat"; +"136 densenet121/conv2_block3_concat/concat/axis" -> "137 densenet121/conv2_block3_concat/concat"; +"137 densenet121/conv2_block3_concat/concat" -> "146 densenet121/conv2_block4_0_bn/FusedBatchNormV3"; +"137 densenet121/conv2_block3_concat/concat" -> "175 densenet121/conv2_block4_concat/concat"; +"138 densenet121/conv2_block4_0_bn/ReadVariableOp/resource" -> "139 densenet121/conv2_block4_0_bn/ReadVariableOp"; +"139 densenet121/conv2_block4_0_bn/ReadVariableOp" -> "146 densenet121/conv2_block4_0_bn/FusedBatchNormV3"; +"140 densenet121/conv2_block4_0_bn/ReadVariableOp_1/resource" -> "141 densenet121/conv2_block4_0_bn/ReadVariableOp_1"; +"141 densenet121/conv2_block4_0_bn/ReadVariableOp_1" -> "146 densenet121/conv2_block4_0_bn/FusedBatchNormV3"; +"142 densenet121/conv2_block4_0_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "143 densenet121/conv2_block4_0_bn/FusedBatchNormV3/ReadVariableOp"; +"143 densenet121/conv2_block4_0_bn/FusedBatchNormV3/ReadVariableOp" -> "146 densenet121/conv2_block4_0_bn/FusedBatchNormV3"; +"144 densenet121/conv2_block4_0_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "145 densenet121/conv2_block4_0_bn/FusedBatchNormV3/ReadVariableOp_1"; +"145 densenet121/conv2_block4_0_bn/FusedBatchNormV3/ReadVariableOp_1" -> "146 densenet121/conv2_block4_0_bn/FusedBatchNormV3"; +"146 densenet121/conv2_block4_0_bn/FusedBatchNormV3" -> "147 densenet121/conv2_block4_0_relu/Relu"; +"147 densenet121/conv2_block4_0_relu/Relu" -> "155 densenet121/conv2_block4_1_conv/Conv2D"; +"148 densenet121/conv2_block4_1_conv/Sigmoid/ReadVariableOp/resource" -> "149 densenet121/conv2_block4_1_conv/Sigmoid/ReadVariableOp"; +"149 densenet121/conv2_block4_1_conv/Sigmoid/ReadVariableOp" -> "150 densenet121/conv2_block4_1_conv/Sigmoid"; +"150 densenet121/conv2_block4_1_conv/Sigmoid" -> "151 densenet121/conv2_block4_1_conv/Round"; +"151 densenet121/conv2_block4_1_conv/Round" -> "154 densenet121/conv2_block4_1_conv/mul"; +"152 densenet121/conv2_block4_1_conv/ReadVariableOp/resource" -> "153 densenet121/conv2_block4_1_conv/ReadVariableOp"; +"153 densenet121/conv2_block4_1_conv/ReadVariableOp" -> "154 densenet121/conv2_block4_1_conv/mul"; +"154 densenet121/conv2_block4_1_conv/mul" -> "155 densenet121/conv2_block4_1_conv/Conv2D"; +"155 densenet121/conv2_block4_1_conv/Conv2D" -> "164 densenet121/conv2_block4_1_bn/FusedBatchNormV3"; +"156 densenet121/conv2_block4_1_bn/ReadVariableOp/resource" -> "157 densenet121/conv2_block4_1_bn/ReadVariableOp"; +"157 densenet121/conv2_block4_1_bn/ReadVariableOp" -> "164 densenet121/conv2_block4_1_bn/FusedBatchNormV3"; +"158 densenet121/conv2_block4_1_bn/ReadVariableOp_1/resource" -> "159 densenet121/conv2_block4_1_bn/ReadVariableOp_1"; +"159 densenet121/conv2_block4_1_bn/ReadVariableOp_1" -> "164 densenet121/conv2_block4_1_bn/FusedBatchNormV3"; +"160 densenet121/conv2_block4_1_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "161 densenet121/conv2_block4_1_bn/FusedBatchNormV3/ReadVariableOp"; +"161 densenet121/conv2_block4_1_bn/FusedBatchNormV3/ReadVariableOp" -> "164 densenet121/conv2_block4_1_bn/FusedBatchNormV3"; +"162 densenet121/conv2_block4_1_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "163 densenet121/conv2_block4_1_bn/FusedBatchNormV3/ReadVariableOp_1"; +"163 densenet121/conv2_block4_1_bn/FusedBatchNormV3/ReadVariableOp_1" -> "164 densenet121/conv2_block4_1_bn/FusedBatchNormV3"; +"164 densenet121/conv2_block4_1_bn/FusedBatchNormV3" -> "165 densenet121/conv2_block4_1_relu/Relu"; +"165 densenet121/conv2_block4_1_relu/Relu" -> "173 densenet121/conv2_block4_2_conv/Conv2D"; +"166 densenet121/conv2_block4_2_conv/Sigmoid/ReadVariableOp/resource" -> "167 densenet121/conv2_block4_2_conv/Sigmoid/ReadVariableOp"; +"167 densenet121/conv2_block4_2_conv/Sigmoid/ReadVariableOp" -> "168 densenet121/conv2_block4_2_conv/Sigmoid"; +"168 densenet121/conv2_block4_2_conv/Sigmoid" -> "169 densenet121/conv2_block4_2_conv/Round"; +"169 densenet121/conv2_block4_2_conv/Round" -> "172 densenet121/conv2_block4_2_conv/mul"; +"170 densenet121/conv2_block4_2_conv/ReadVariableOp/resource" -> "171 densenet121/conv2_block4_2_conv/ReadVariableOp"; +"171 densenet121/conv2_block4_2_conv/ReadVariableOp" -> "172 densenet121/conv2_block4_2_conv/mul"; +"172 densenet121/conv2_block4_2_conv/mul" -> "173 densenet121/conv2_block4_2_conv/Conv2D"; +"173 densenet121/conv2_block4_2_conv/Conv2D" -> "175 densenet121/conv2_block4_concat/concat"; +"174 densenet121/conv2_block4_concat/concat/axis" -> "175 densenet121/conv2_block4_concat/concat"; +"175 densenet121/conv2_block4_concat/concat" -> "184 densenet121/conv2_block5_0_bn/FusedBatchNormV3"; +"175 densenet121/conv2_block4_concat/concat" -> "213 densenet121/conv2_block5_concat/concat"; +"176 densenet121/conv2_block5_0_bn/ReadVariableOp/resource" -> "177 densenet121/conv2_block5_0_bn/ReadVariableOp"; +"177 densenet121/conv2_block5_0_bn/ReadVariableOp" -> "184 densenet121/conv2_block5_0_bn/FusedBatchNormV3"; +"178 densenet121/conv2_block5_0_bn/ReadVariableOp_1/resource" -> "179 densenet121/conv2_block5_0_bn/ReadVariableOp_1"; +"179 densenet121/conv2_block5_0_bn/ReadVariableOp_1" -> "184 densenet121/conv2_block5_0_bn/FusedBatchNormV3"; +"180 densenet121/conv2_block5_0_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "181 densenet121/conv2_block5_0_bn/FusedBatchNormV3/ReadVariableOp"; +"181 densenet121/conv2_block5_0_bn/FusedBatchNormV3/ReadVariableOp" -> "184 densenet121/conv2_block5_0_bn/FusedBatchNormV3"; +"182 densenet121/conv2_block5_0_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "183 densenet121/conv2_block5_0_bn/FusedBatchNormV3/ReadVariableOp_1"; +"183 densenet121/conv2_block5_0_bn/FusedBatchNormV3/ReadVariableOp_1" -> "184 densenet121/conv2_block5_0_bn/FusedBatchNormV3"; +"184 densenet121/conv2_block5_0_bn/FusedBatchNormV3" -> "185 densenet121/conv2_block5_0_relu/Relu"; +"185 densenet121/conv2_block5_0_relu/Relu" -> "193 densenet121/conv2_block5_1_conv/Conv2D"; +"186 densenet121/conv2_block5_1_conv/Sigmoid/ReadVariableOp/resource" -> "187 densenet121/conv2_block5_1_conv/Sigmoid/ReadVariableOp"; +"187 densenet121/conv2_block5_1_conv/Sigmoid/ReadVariableOp" -> "188 densenet121/conv2_block5_1_conv/Sigmoid"; +"188 densenet121/conv2_block5_1_conv/Sigmoid" -> "189 densenet121/conv2_block5_1_conv/Round"; +"189 densenet121/conv2_block5_1_conv/Round" -> "192 densenet121/conv2_block5_1_conv/mul"; +"190 densenet121/conv2_block5_1_conv/ReadVariableOp/resource" -> "191 densenet121/conv2_block5_1_conv/ReadVariableOp"; +"191 densenet121/conv2_block5_1_conv/ReadVariableOp" -> "192 densenet121/conv2_block5_1_conv/mul"; +"192 densenet121/conv2_block5_1_conv/mul" -> "193 densenet121/conv2_block5_1_conv/Conv2D"; +"193 densenet121/conv2_block5_1_conv/Conv2D" -> "202 densenet121/conv2_block5_1_bn/FusedBatchNormV3"; +"194 densenet121/conv2_block5_1_bn/ReadVariableOp/resource" -> "195 densenet121/conv2_block5_1_bn/ReadVariableOp"; +"195 densenet121/conv2_block5_1_bn/ReadVariableOp" -> "202 densenet121/conv2_block5_1_bn/FusedBatchNormV3"; +"196 densenet121/conv2_block5_1_bn/ReadVariableOp_1/resource" -> "197 densenet121/conv2_block5_1_bn/ReadVariableOp_1"; +"197 densenet121/conv2_block5_1_bn/ReadVariableOp_1" -> "202 densenet121/conv2_block5_1_bn/FusedBatchNormV3"; +"198 densenet121/conv2_block5_1_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "199 densenet121/conv2_block5_1_bn/FusedBatchNormV3/ReadVariableOp"; +"199 densenet121/conv2_block5_1_bn/FusedBatchNormV3/ReadVariableOp" -> "202 densenet121/conv2_block5_1_bn/FusedBatchNormV3"; +"200 densenet121/conv2_block5_1_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "201 densenet121/conv2_block5_1_bn/FusedBatchNormV3/ReadVariableOp_1"; +"201 densenet121/conv2_block5_1_bn/FusedBatchNormV3/ReadVariableOp_1" -> "202 densenet121/conv2_block5_1_bn/FusedBatchNormV3"; +"202 densenet121/conv2_block5_1_bn/FusedBatchNormV3" -> "203 densenet121/conv2_block5_1_relu/Relu"; +"203 densenet121/conv2_block5_1_relu/Relu" -> "211 densenet121/conv2_block5_2_conv/Conv2D"; +"204 densenet121/conv2_block5_2_conv/Sigmoid/ReadVariableOp/resource" -> "205 densenet121/conv2_block5_2_conv/Sigmoid/ReadVariableOp"; +"205 densenet121/conv2_block5_2_conv/Sigmoid/ReadVariableOp" -> "206 densenet121/conv2_block5_2_conv/Sigmoid"; +"206 densenet121/conv2_block5_2_conv/Sigmoid" -> "207 densenet121/conv2_block5_2_conv/Round"; +"207 densenet121/conv2_block5_2_conv/Round" -> "210 densenet121/conv2_block5_2_conv/mul"; +"208 densenet121/conv2_block5_2_conv/ReadVariableOp/resource" -> "209 densenet121/conv2_block5_2_conv/ReadVariableOp"; +"209 densenet121/conv2_block5_2_conv/ReadVariableOp" -> "210 densenet121/conv2_block5_2_conv/mul"; +"210 densenet121/conv2_block5_2_conv/mul" -> "211 densenet121/conv2_block5_2_conv/Conv2D"; +"211 densenet121/conv2_block5_2_conv/Conv2D" -> "213 densenet121/conv2_block5_concat/concat"; +"212 densenet121/conv2_block5_concat/concat/axis" -> "213 densenet121/conv2_block5_concat/concat"; +"213 densenet121/conv2_block5_concat/concat" -> "222 densenet121/conv2_block6_0_bn/FusedBatchNormV3"; +"213 densenet121/conv2_block5_concat/concat" -> "251 densenet121/conv2_block6_concat/concat"; +"214 densenet121/conv2_block6_0_bn/ReadVariableOp/resource" -> "215 densenet121/conv2_block6_0_bn/ReadVariableOp"; +"215 densenet121/conv2_block6_0_bn/ReadVariableOp" -> "222 densenet121/conv2_block6_0_bn/FusedBatchNormV3"; +"216 densenet121/conv2_block6_0_bn/ReadVariableOp_1/resource" -> "217 densenet121/conv2_block6_0_bn/ReadVariableOp_1"; +"217 densenet121/conv2_block6_0_bn/ReadVariableOp_1" -> "222 densenet121/conv2_block6_0_bn/FusedBatchNormV3"; +"218 densenet121/conv2_block6_0_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "219 densenet121/conv2_block6_0_bn/FusedBatchNormV3/ReadVariableOp"; +"219 densenet121/conv2_block6_0_bn/FusedBatchNormV3/ReadVariableOp" -> "222 densenet121/conv2_block6_0_bn/FusedBatchNormV3"; +"220 densenet121/conv2_block6_0_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "221 densenet121/conv2_block6_0_bn/FusedBatchNormV3/ReadVariableOp_1"; +"221 densenet121/conv2_block6_0_bn/FusedBatchNormV3/ReadVariableOp_1" -> "222 densenet121/conv2_block6_0_bn/FusedBatchNormV3"; +"222 densenet121/conv2_block6_0_bn/FusedBatchNormV3" -> "223 densenet121/conv2_block6_0_relu/Relu"; +"223 densenet121/conv2_block6_0_relu/Relu" -> "231 densenet121/conv2_block6_1_conv/Conv2D"; +"224 densenet121/conv2_block6_1_conv/Sigmoid/ReadVariableOp/resource" -> "225 densenet121/conv2_block6_1_conv/Sigmoid/ReadVariableOp"; +"225 densenet121/conv2_block6_1_conv/Sigmoid/ReadVariableOp" -> "226 densenet121/conv2_block6_1_conv/Sigmoid"; +"226 densenet121/conv2_block6_1_conv/Sigmoid" -> "227 densenet121/conv2_block6_1_conv/Round"; +"227 densenet121/conv2_block6_1_conv/Round" -> "230 densenet121/conv2_block6_1_conv/mul"; +"228 densenet121/conv2_block6_1_conv/ReadVariableOp/resource" -> "229 densenet121/conv2_block6_1_conv/ReadVariableOp"; +"229 densenet121/conv2_block6_1_conv/ReadVariableOp" -> "230 densenet121/conv2_block6_1_conv/mul"; +"230 densenet121/conv2_block6_1_conv/mul" -> "231 densenet121/conv2_block6_1_conv/Conv2D"; +"231 densenet121/conv2_block6_1_conv/Conv2D" -> "240 densenet121/conv2_block6_1_bn/FusedBatchNormV3"; +"232 densenet121/conv2_block6_1_bn/ReadVariableOp/resource" -> "233 densenet121/conv2_block6_1_bn/ReadVariableOp"; +"233 densenet121/conv2_block6_1_bn/ReadVariableOp" -> "240 densenet121/conv2_block6_1_bn/FusedBatchNormV3"; +"234 densenet121/conv2_block6_1_bn/ReadVariableOp_1/resource" -> "235 densenet121/conv2_block6_1_bn/ReadVariableOp_1"; +"235 densenet121/conv2_block6_1_bn/ReadVariableOp_1" -> "240 densenet121/conv2_block6_1_bn/FusedBatchNormV3"; +"236 densenet121/conv2_block6_1_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "237 densenet121/conv2_block6_1_bn/FusedBatchNormV3/ReadVariableOp"; +"237 densenet121/conv2_block6_1_bn/FusedBatchNormV3/ReadVariableOp" -> "240 densenet121/conv2_block6_1_bn/FusedBatchNormV3"; +"238 densenet121/conv2_block6_1_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "239 densenet121/conv2_block6_1_bn/FusedBatchNormV3/ReadVariableOp_1"; +"239 densenet121/conv2_block6_1_bn/FusedBatchNormV3/ReadVariableOp_1" -> "240 densenet121/conv2_block6_1_bn/FusedBatchNormV3"; +"240 densenet121/conv2_block6_1_bn/FusedBatchNormV3" -> "241 densenet121/conv2_block6_1_relu/Relu"; +"241 densenet121/conv2_block6_1_relu/Relu" -> "249 densenet121/conv2_block6_2_conv/Conv2D"; +"242 densenet121/conv2_block6_2_conv/Sigmoid/ReadVariableOp/resource" -> "243 densenet121/conv2_block6_2_conv/Sigmoid/ReadVariableOp"; +"243 densenet121/conv2_block6_2_conv/Sigmoid/ReadVariableOp" -> "244 densenet121/conv2_block6_2_conv/Sigmoid"; +"244 densenet121/conv2_block6_2_conv/Sigmoid" -> "245 densenet121/conv2_block6_2_conv/Round"; +"245 densenet121/conv2_block6_2_conv/Round" -> "248 densenet121/conv2_block6_2_conv/mul"; +"246 densenet121/conv2_block6_2_conv/ReadVariableOp/resource" -> "247 densenet121/conv2_block6_2_conv/ReadVariableOp"; +"247 densenet121/conv2_block6_2_conv/ReadVariableOp" -> "248 densenet121/conv2_block6_2_conv/mul"; +"248 densenet121/conv2_block6_2_conv/mul" -> "249 densenet121/conv2_block6_2_conv/Conv2D"; +"249 densenet121/conv2_block6_2_conv/Conv2D" -> "251 densenet121/conv2_block6_concat/concat"; +"250 densenet121/conv2_block6_concat/concat/axis" -> "251 densenet121/conv2_block6_concat/concat"; +"251 densenet121/conv2_block6_concat/concat" -> "260 densenet121/pool2_bn/FusedBatchNormV3"; +"252 densenet121/pool2_bn/ReadVariableOp/resource" -> "253 densenet121/pool2_bn/ReadVariableOp"; +"253 densenet121/pool2_bn/ReadVariableOp" -> "260 densenet121/pool2_bn/FusedBatchNormV3"; +"254 densenet121/pool2_bn/ReadVariableOp_1/resource" -> "255 densenet121/pool2_bn/ReadVariableOp_1"; +"255 densenet121/pool2_bn/ReadVariableOp_1" -> "260 densenet121/pool2_bn/FusedBatchNormV3"; +"256 densenet121/pool2_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "257 densenet121/pool2_bn/FusedBatchNormV3/ReadVariableOp"; +"257 densenet121/pool2_bn/FusedBatchNormV3/ReadVariableOp" -> "260 densenet121/pool2_bn/FusedBatchNormV3"; +"258 densenet121/pool2_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "259 densenet121/pool2_bn/FusedBatchNormV3/ReadVariableOp_1"; +"259 densenet121/pool2_bn/FusedBatchNormV3/ReadVariableOp_1" -> "260 densenet121/pool2_bn/FusedBatchNormV3"; +"260 densenet121/pool2_bn/FusedBatchNormV3" -> "261 densenet121/pool2_relu/Relu"; +"261 densenet121/pool2_relu/Relu" -> "269 densenet121/pool2_conv/Conv2D"; +"262 densenet121/pool2_conv/Sigmoid/ReadVariableOp/resource" -> "263 densenet121/pool2_conv/Sigmoid/ReadVariableOp"; +"263 densenet121/pool2_conv/Sigmoid/ReadVariableOp" -> "264 densenet121/pool2_conv/Sigmoid"; +"264 densenet121/pool2_conv/Sigmoid" -> "265 densenet121/pool2_conv/Round"; +"265 densenet121/pool2_conv/Round" -> "268 densenet121/pool2_conv/mul"; +"266 densenet121/pool2_conv/ReadVariableOp/resource" -> "267 densenet121/pool2_conv/ReadVariableOp"; +"267 densenet121/pool2_conv/ReadVariableOp" -> "268 densenet121/pool2_conv/mul"; +"268 densenet121/pool2_conv/mul" -> "269 densenet121/pool2_conv/Conv2D"; +"269 densenet121/pool2_conv/Conv2D" -> "270 densenet121/pool2_pool/AvgPool"; +"270 densenet121/pool2_pool/AvgPool" -> "279 densenet121/conv3_block1_0_bn/FusedBatchNormV3"; +"270 densenet121/pool2_pool/AvgPool" -> "308 densenet121/conv3_block1_concat/concat"; +"271 densenet121/conv3_block1_0_bn/ReadVariableOp/resource" -> "272 densenet121/conv3_block1_0_bn/ReadVariableOp"; +"272 densenet121/conv3_block1_0_bn/ReadVariableOp" -> "279 densenet121/conv3_block1_0_bn/FusedBatchNormV3"; +"273 densenet121/conv3_block1_0_bn/ReadVariableOp_1/resource" -> "274 densenet121/conv3_block1_0_bn/ReadVariableOp_1"; +"274 densenet121/conv3_block1_0_bn/ReadVariableOp_1" -> "279 densenet121/conv3_block1_0_bn/FusedBatchNormV3"; +"275 densenet121/conv3_block1_0_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "276 densenet121/conv3_block1_0_bn/FusedBatchNormV3/ReadVariableOp"; +"276 densenet121/conv3_block1_0_bn/FusedBatchNormV3/ReadVariableOp" -> "279 densenet121/conv3_block1_0_bn/FusedBatchNormV3"; +"277 densenet121/conv3_block1_0_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "278 densenet121/conv3_block1_0_bn/FusedBatchNormV3/ReadVariableOp_1"; +"278 densenet121/conv3_block1_0_bn/FusedBatchNormV3/ReadVariableOp_1" -> "279 densenet121/conv3_block1_0_bn/FusedBatchNormV3"; +"279 densenet121/conv3_block1_0_bn/FusedBatchNormV3" -> "280 densenet121/conv3_block1_0_relu/Relu"; +"280 densenet121/conv3_block1_0_relu/Relu" -> "288 densenet121/conv3_block1_1_conv/Conv2D"; +"281 densenet121/conv3_block1_1_conv/Sigmoid/ReadVariableOp/resource" -> "282 densenet121/conv3_block1_1_conv/Sigmoid/ReadVariableOp"; +"282 densenet121/conv3_block1_1_conv/Sigmoid/ReadVariableOp" -> "283 densenet121/conv3_block1_1_conv/Sigmoid"; +"283 densenet121/conv3_block1_1_conv/Sigmoid" -> "284 densenet121/conv3_block1_1_conv/Round"; +"284 densenet121/conv3_block1_1_conv/Round" -> "287 densenet121/conv3_block1_1_conv/mul"; +"285 densenet121/conv3_block1_1_conv/ReadVariableOp/resource" -> "286 densenet121/conv3_block1_1_conv/ReadVariableOp"; +"286 densenet121/conv3_block1_1_conv/ReadVariableOp" -> "287 densenet121/conv3_block1_1_conv/mul"; +"287 densenet121/conv3_block1_1_conv/mul" -> "288 densenet121/conv3_block1_1_conv/Conv2D"; +"288 densenet121/conv3_block1_1_conv/Conv2D" -> "297 densenet121/conv3_block1_1_bn/FusedBatchNormV3"; +"289 densenet121/conv3_block1_1_bn/ReadVariableOp/resource" -> "290 densenet121/conv3_block1_1_bn/ReadVariableOp"; +"290 densenet121/conv3_block1_1_bn/ReadVariableOp" -> "297 densenet121/conv3_block1_1_bn/FusedBatchNormV3"; +"291 densenet121/conv3_block1_1_bn/ReadVariableOp_1/resource" -> "292 densenet121/conv3_block1_1_bn/ReadVariableOp_1"; +"292 densenet121/conv3_block1_1_bn/ReadVariableOp_1" -> "297 densenet121/conv3_block1_1_bn/FusedBatchNormV3"; +"293 densenet121/conv3_block1_1_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "294 densenet121/conv3_block1_1_bn/FusedBatchNormV3/ReadVariableOp"; +"294 densenet121/conv3_block1_1_bn/FusedBatchNormV3/ReadVariableOp" -> "297 densenet121/conv3_block1_1_bn/FusedBatchNormV3"; +"295 densenet121/conv3_block1_1_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "296 densenet121/conv3_block1_1_bn/FusedBatchNormV3/ReadVariableOp_1"; +"296 densenet121/conv3_block1_1_bn/FusedBatchNormV3/ReadVariableOp_1" -> "297 densenet121/conv3_block1_1_bn/FusedBatchNormV3"; +"297 densenet121/conv3_block1_1_bn/FusedBatchNormV3" -> "298 densenet121/conv3_block1_1_relu/Relu"; +"298 densenet121/conv3_block1_1_relu/Relu" -> "306 densenet121/conv3_block1_2_conv/Conv2D"; +"299 densenet121/conv3_block1_2_conv/Sigmoid/ReadVariableOp/resource" -> "300 densenet121/conv3_block1_2_conv/Sigmoid/ReadVariableOp"; +"300 densenet121/conv3_block1_2_conv/Sigmoid/ReadVariableOp" -> "301 densenet121/conv3_block1_2_conv/Sigmoid"; +"301 densenet121/conv3_block1_2_conv/Sigmoid" -> "302 densenet121/conv3_block1_2_conv/Round"; +"302 densenet121/conv3_block1_2_conv/Round" -> "305 densenet121/conv3_block1_2_conv/mul"; +"303 densenet121/conv3_block1_2_conv/ReadVariableOp/resource" -> "304 densenet121/conv3_block1_2_conv/ReadVariableOp"; +"304 densenet121/conv3_block1_2_conv/ReadVariableOp" -> "305 densenet121/conv3_block1_2_conv/mul"; +"305 densenet121/conv3_block1_2_conv/mul" -> "306 densenet121/conv3_block1_2_conv/Conv2D"; +"306 densenet121/conv3_block1_2_conv/Conv2D" -> "308 densenet121/conv3_block1_concat/concat"; +"307 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densenet121/conv3_block9_concat/concat"; +"611 densenet121/conv3_block9_concat/concat/axis" -> "612 densenet121/conv3_block9_concat/concat"; +"612 densenet121/conv3_block9_concat/concat" -> "621 densenet121/conv3_block10_0_bn/FusedBatchNormV3"; +"612 densenet121/conv3_block9_concat/concat" -> "650 densenet121/conv3_block10_concat/concat"; +"613 densenet121/conv3_block10_0_bn/ReadVariableOp/resource" -> "614 densenet121/conv3_block10_0_bn/ReadVariableOp"; +"614 densenet121/conv3_block10_0_bn/ReadVariableOp" -> "621 densenet121/conv3_block10_0_bn/FusedBatchNormV3"; +"615 densenet121/conv3_block10_0_bn/ReadVariableOp_1/resource" -> "616 densenet121/conv3_block10_0_bn/ReadVariableOp_1"; +"616 densenet121/conv3_block10_0_bn/ReadVariableOp_1" -> "621 densenet121/conv3_block10_0_bn/FusedBatchNormV3"; +"617 densenet121/conv3_block10_0_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "618 densenet121/conv3_block10_0_bn/FusedBatchNormV3/ReadVariableOp"; +"618 densenet121/conv3_block10_0_bn/FusedBatchNormV3/ReadVariableOp" -> "621 densenet121/conv3_block10_0_bn/FusedBatchNormV3"; +"619 densenet121/conv3_block10_0_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "620 densenet121/conv3_block10_0_bn/FusedBatchNormV3/ReadVariableOp_1"; +"620 densenet121/conv3_block10_0_bn/FusedBatchNormV3/ReadVariableOp_1" -> "621 densenet121/conv3_block10_0_bn/FusedBatchNormV3"; +"621 densenet121/conv3_block10_0_bn/FusedBatchNormV3" -> "622 densenet121/conv3_block10_0_relu/Relu"; +"622 densenet121/conv3_block10_0_relu/Relu" -> "630 densenet121/conv3_block10_1_conv/Conv2D"; +"623 densenet121/conv3_block10_1_conv/Sigmoid/ReadVariableOp/resource" -> "624 densenet121/conv3_block10_1_conv/Sigmoid/ReadVariableOp"; +"624 densenet121/conv3_block10_1_conv/Sigmoid/ReadVariableOp" -> "625 densenet121/conv3_block10_1_conv/Sigmoid"; +"625 densenet121/conv3_block10_1_conv/Sigmoid" -> "626 densenet121/conv3_block10_1_conv/Round"; +"626 densenet121/conv3_block10_1_conv/Round" -> "629 densenet121/conv3_block10_1_conv/mul"; +"627 densenet121/conv3_block10_1_conv/ReadVariableOp/resource" -> "628 densenet121/conv3_block10_1_conv/ReadVariableOp"; +"628 densenet121/conv3_block10_1_conv/ReadVariableOp" -> "629 densenet121/conv3_block10_1_conv/mul"; +"629 densenet121/conv3_block10_1_conv/mul" -> "630 densenet121/conv3_block10_1_conv/Conv2D"; +"630 densenet121/conv3_block10_1_conv/Conv2D" -> "639 densenet121/conv3_block10_1_bn/FusedBatchNormV3"; +"631 densenet121/conv3_block10_1_bn/ReadVariableOp/resource" -> "632 densenet121/conv3_block10_1_bn/ReadVariableOp"; +"632 densenet121/conv3_block10_1_bn/ReadVariableOp" -> "639 densenet121/conv3_block10_1_bn/FusedBatchNormV3"; +"633 densenet121/conv3_block10_1_bn/ReadVariableOp_1/resource" -> "634 densenet121/conv3_block10_1_bn/ReadVariableOp_1"; +"634 densenet121/conv3_block10_1_bn/ReadVariableOp_1" -> "639 densenet121/conv3_block10_1_bn/FusedBatchNormV3"; +"635 densenet121/conv3_block10_1_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "636 densenet121/conv3_block10_1_bn/FusedBatchNormV3/ReadVariableOp"; +"636 densenet121/conv3_block10_1_bn/FusedBatchNormV3/ReadVariableOp" -> "639 densenet121/conv3_block10_1_bn/FusedBatchNormV3"; +"637 densenet121/conv3_block10_1_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "638 densenet121/conv3_block10_1_bn/FusedBatchNormV3/ReadVariableOp_1"; +"638 densenet121/conv3_block10_1_bn/FusedBatchNormV3/ReadVariableOp_1" -> "639 densenet121/conv3_block10_1_bn/FusedBatchNormV3"; +"639 densenet121/conv3_block10_1_bn/FusedBatchNormV3" -> "640 densenet121/conv3_block10_1_relu/Relu"; +"640 densenet121/conv3_block10_1_relu/Relu" -> "648 densenet121/conv3_block10_2_conv/Conv2D"; +"641 densenet121/conv3_block10_2_conv/Sigmoid/ReadVariableOp/resource" -> "642 densenet121/conv3_block10_2_conv/Sigmoid/ReadVariableOp"; +"642 densenet121/conv3_block10_2_conv/Sigmoid/ReadVariableOp" -> "643 densenet121/conv3_block10_2_conv/Sigmoid"; +"643 densenet121/conv3_block10_2_conv/Sigmoid" -> "644 densenet121/conv3_block10_2_conv/Round"; +"644 densenet121/conv3_block10_2_conv/Round" -> "647 densenet121/conv3_block10_2_conv/mul"; +"645 densenet121/conv3_block10_2_conv/ReadVariableOp/resource" -> "646 densenet121/conv3_block10_2_conv/ReadVariableOp"; +"646 densenet121/conv3_block10_2_conv/ReadVariableOp" -> "647 densenet121/conv3_block10_2_conv/mul"; +"647 densenet121/conv3_block10_2_conv/mul" -> "648 densenet121/conv3_block10_2_conv/Conv2D"; +"648 densenet121/conv3_block10_2_conv/Conv2D" -> "650 densenet121/conv3_block10_concat/concat"; +"649 densenet121/conv3_block10_concat/concat/axis" -> "650 densenet121/conv3_block10_concat/concat"; +"650 densenet121/conv3_block10_concat/concat" -> "659 densenet121/conv3_block11_0_bn/FusedBatchNormV3"; +"650 densenet121/conv3_block10_concat/concat" -> "688 densenet121/conv3_block11_concat/concat"; +"651 densenet121/conv3_block11_0_bn/ReadVariableOp/resource" -> "652 densenet121/conv3_block11_0_bn/ReadVariableOp"; +"652 densenet121/conv3_block11_0_bn/ReadVariableOp" -> "659 densenet121/conv3_block11_0_bn/FusedBatchNormV3"; +"653 densenet121/conv3_block11_0_bn/ReadVariableOp_1/resource" -> "654 densenet121/conv3_block11_0_bn/ReadVariableOp_1"; +"654 densenet121/conv3_block11_0_bn/ReadVariableOp_1" -> "659 densenet121/conv3_block11_0_bn/FusedBatchNormV3"; +"655 densenet121/conv3_block11_0_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "656 densenet121/conv3_block11_0_bn/FusedBatchNormV3/ReadVariableOp"; +"656 densenet121/conv3_block11_0_bn/FusedBatchNormV3/ReadVariableOp" -> "659 densenet121/conv3_block11_0_bn/FusedBatchNormV3"; +"657 densenet121/conv3_block11_0_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "658 densenet121/conv3_block11_0_bn/FusedBatchNormV3/ReadVariableOp_1"; +"658 densenet121/conv3_block11_0_bn/FusedBatchNormV3/ReadVariableOp_1" -> "659 densenet121/conv3_block11_0_bn/FusedBatchNormV3"; +"659 densenet121/conv3_block11_0_bn/FusedBatchNormV3" -> "660 densenet121/conv3_block11_0_relu/Relu"; +"660 densenet121/conv3_block11_0_relu/Relu" -> "668 densenet121/conv3_block11_1_conv/Conv2D"; +"661 densenet121/conv3_block11_1_conv/Sigmoid/ReadVariableOp/resource" -> "662 densenet121/conv3_block11_1_conv/Sigmoid/ReadVariableOp"; +"662 densenet121/conv3_block11_1_conv/Sigmoid/ReadVariableOp" -> "663 densenet121/conv3_block11_1_conv/Sigmoid"; +"663 densenet121/conv3_block11_1_conv/Sigmoid" -> "664 densenet121/conv3_block11_1_conv/Round"; +"664 densenet121/conv3_block11_1_conv/Round" -> "667 densenet121/conv3_block11_1_conv/mul"; +"665 densenet121/conv3_block11_1_conv/ReadVariableOp/resource" -> "666 densenet121/conv3_block11_1_conv/ReadVariableOp"; +"666 densenet121/conv3_block11_1_conv/ReadVariableOp" -> "667 densenet121/conv3_block11_1_conv/mul"; +"667 densenet121/conv3_block11_1_conv/mul" -> "668 densenet121/conv3_block11_1_conv/Conv2D"; +"668 densenet121/conv3_block11_1_conv/Conv2D" -> "677 densenet121/conv3_block11_1_bn/FusedBatchNormV3"; +"669 densenet121/conv3_block11_1_bn/ReadVariableOp/resource" -> "670 densenet121/conv3_block11_1_bn/ReadVariableOp"; +"670 densenet121/conv3_block11_1_bn/ReadVariableOp" -> "677 densenet121/conv3_block11_1_bn/FusedBatchNormV3"; +"671 densenet121/conv3_block11_1_bn/ReadVariableOp_1/resource" -> "672 densenet121/conv3_block11_1_bn/ReadVariableOp_1"; +"672 densenet121/conv3_block11_1_bn/ReadVariableOp_1" -> "677 densenet121/conv3_block11_1_bn/FusedBatchNormV3"; +"673 densenet121/conv3_block11_1_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "674 densenet121/conv3_block11_1_bn/FusedBatchNormV3/ReadVariableOp"; +"674 densenet121/conv3_block11_1_bn/FusedBatchNormV3/ReadVariableOp" -> "677 densenet121/conv3_block11_1_bn/FusedBatchNormV3"; +"675 densenet121/conv3_block11_1_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "676 densenet121/conv3_block11_1_bn/FusedBatchNormV3/ReadVariableOp_1"; +"676 densenet121/conv3_block11_1_bn/FusedBatchNormV3/ReadVariableOp_1" -> "677 densenet121/conv3_block11_1_bn/FusedBatchNormV3"; +"677 densenet121/conv3_block11_1_bn/FusedBatchNormV3" -> "678 densenet121/conv3_block11_1_relu/Relu"; +"678 densenet121/conv3_block11_1_relu/Relu" -> "686 densenet121/conv3_block11_2_conv/Conv2D"; +"679 densenet121/conv3_block11_2_conv/Sigmoid/ReadVariableOp/resource" -> "680 densenet121/conv3_block11_2_conv/Sigmoid/ReadVariableOp"; +"680 densenet121/conv3_block11_2_conv/Sigmoid/ReadVariableOp" -> "681 densenet121/conv3_block11_2_conv/Sigmoid"; +"681 densenet121/conv3_block11_2_conv/Sigmoid" -> "682 densenet121/conv3_block11_2_conv/Round"; +"682 densenet121/conv3_block11_2_conv/Round" -> "685 densenet121/conv3_block11_2_conv/mul"; +"683 densenet121/conv3_block11_2_conv/ReadVariableOp/resource" -> "684 densenet121/conv3_block11_2_conv/ReadVariableOp"; +"684 densenet121/conv3_block11_2_conv/ReadVariableOp" -> "685 densenet121/conv3_block11_2_conv/mul"; +"685 densenet121/conv3_block11_2_conv/mul" -> "686 densenet121/conv3_block11_2_conv/Conv2D"; +"686 densenet121/conv3_block11_2_conv/Conv2D" -> "688 densenet121/conv3_block11_concat/concat"; +"687 densenet121/conv3_block11_concat/concat/axis" -> "688 densenet121/conv3_block11_concat/concat"; +"688 densenet121/conv3_block11_concat/concat" -> "697 densenet121/conv3_block12_0_bn/FusedBatchNormV3"; +"688 densenet121/conv3_block11_concat/concat" -> "726 densenet121/conv3_block12_concat/concat"; +"689 densenet121/conv3_block12_0_bn/ReadVariableOp/resource" -> "690 densenet121/conv3_block12_0_bn/ReadVariableOp"; +"690 densenet121/conv3_block12_0_bn/ReadVariableOp" -> "697 densenet121/conv3_block12_0_bn/FusedBatchNormV3"; +"691 densenet121/conv3_block12_0_bn/ReadVariableOp_1/resource" -> "692 densenet121/conv3_block12_0_bn/ReadVariableOp_1"; +"692 densenet121/conv3_block12_0_bn/ReadVariableOp_1" -> "697 densenet121/conv3_block12_0_bn/FusedBatchNormV3"; +"693 densenet121/conv3_block12_0_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "694 densenet121/conv3_block12_0_bn/FusedBatchNormV3/ReadVariableOp"; +"694 densenet121/conv3_block12_0_bn/FusedBatchNormV3/ReadVariableOp" -> "697 densenet121/conv3_block12_0_bn/FusedBatchNormV3"; +"695 densenet121/conv3_block12_0_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "696 densenet121/conv3_block12_0_bn/FusedBatchNormV3/ReadVariableOp_1"; +"696 densenet121/conv3_block12_0_bn/FusedBatchNormV3/ReadVariableOp_1" -> "697 densenet121/conv3_block12_0_bn/FusedBatchNormV3"; +"697 densenet121/conv3_block12_0_bn/FusedBatchNormV3" -> "698 densenet121/conv3_block12_0_relu/Relu"; +"698 densenet121/conv3_block12_0_relu/Relu" -> "706 densenet121/conv3_block12_1_conv/Conv2D"; +"699 densenet121/conv3_block12_1_conv/Sigmoid/ReadVariableOp/resource" -> "700 densenet121/conv3_block12_1_conv/Sigmoid/ReadVariableOp"; +"700 densenet121/conv3_block12_1_conv/Sigmoid/ReadVariableOp" -> "701 densenet121/conv3_block12_1_conv/Sigmoid"; +"701 densenet121/conv3_block12_1_conv/Sigmoid" -> "702 densenet121/conv3_block12_1_conv/Round"; +"702 densenet121/conv3_block12_1_conv/Round" -> "705 densenet121/conv3_block12_1_conv/mul"; +"703 densenet121/conv3_block12_1_conv/ReadVariableOp/resource" -> "704 densenet121/conv3_block12_1_conv/ReadVariableOp"; +"704 densenet121/conv3_block12_1_conv/ReadVariableOp" -> "705 densenet121/conv3_block12_1_conv/mul"; +"705 densenet121/conv3_block12_1_conv/mul" -> "706 densenet121/conv3_block12_1_conv/Conv2D"; +"706 densenet121/conv3_block12_1_conv/Conv2D" -> "715 densenet121/conv3_block12_1_bn/FusedBatchNormV3"; +"707 densenet121/conv3_block12_1_bn/ReadVariableOp/resource" -> "708 densenet121/conv3_block12_1_bn/ReadVariableOp"; +"708 densenet121/conv3_block12_1_bn/ReadVariableOp" -> "715 densenet121/conv3_block12_1_bn/FusedBatchNormV3"; +"709 densenet121/conv3_block12_1_bn/ReadVariableOp_1/resource" -> "710 densenet121/conv3_block12_1_bn/ReadVariableOp_1"; +"710 densenet121/conv3_block12_1_bn/ReadVariableOp_1" -> "715 densenet121/conv3_block12_1_bn/FusedBatchNormV3"; +"711 densenet121/conv3_block12_1_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "712 densenet121/conv3_block12_1_bn/FusedBatchNormV3/ReadVariableOp"; +"712 densenet121/conv3_block12_1_bn/FusedBatchNormV3/ReadVariableOp" -> "715 densenet121/conv3_block12_1_bn/FusedBatchNormV3"; +"713 densenet121/conv3_block12_1_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "714 densenet121/conv3_block12_1_bn/FusedBatchNormV3/ReadVariableOp_1"; +"714 densenet121/conv3_block12_1_bn/FusedBatchNormV3/ReadVariableOp_1" -> "715 densenet121/conv3_block12_1_bn/FusedBatchNormV3"; +"715 densenet121/conv3_block12_1_bn/FusedBatchNormV3" -> "716 densenet121/conv3_block12_1_relu/Relu"; +"716 densenet121/conv3_block12_1_relu/Relu" -> "724 densenet121/conv3_block12_2_conv/Conv2D"; +"717 densenet121/conv3_block12_2_conv/Sigmoid/ReadVariableOp/resource" -> "718 densenet121/conv3_block12_2_conv/Sigmoid/ReadVariableOp"; +"718 densenet121/conv3_block12_2_conv/Sigmoid/ReadVariableOp" -> "719 densenet121/conv3_block12_2_conv/Sigmoid"; +"719 densenet121/conv3_block12_2_conv/Sigmoid" -> "720 densenet121/conv3_block12_2_conv/Round"; +"720 densenet121/conv3_block12_2_conv/Round" -> "723 densenet121/conv3_block12_2_conv/mul"; +"721 densenet121/conv3_block12_2_conv/ReadVariableOp/resource" -> "722 densenet121/conv3_block12_2_conv/ReadVariableOp"; +"722 densenet121/conv3_block12_2_conv/ReadVariableOp" -> "723 densenet121/conv3_block12_2_conv/mul"; +"723 densenet121/conv3_block12_2_conv/mul" -> "724 densenet121/conv3_block12_2_conv/Conv2D"; +"724 densenet121/conv3_block12_2_conv/Conv2D" -> "726 densenet121/conv3_block12_concat/concat"; +"725 densenet121/conv3_block12_concat/concat/axis" -> "726 densenet121/conv3_block12_concat/concat"; +"726 densenet121/conv3_block12_concat/concat" -> "735 densenet121/pool3_bn/FusedBatchNormV3"; +"727 densenet121/pool3_bn/ReadVariableOp/resource" -> "728 densenet121/pool3_bn/ReadVariableOp"; +"728 densenet121/pool3_bn/ReadVariableOp" -> "735 densenet121/pool3_bn/FusedBatchNormV3"; +"729 densenet121/pool3_bn/ReadVariableOp_1/resource" -> "730 densenet121/pool3_bn/ReadVariableOp_1"; +"730 densenet121/pool3_bn/ReadVariableOp_1" -> "735 densenet121/pool3_bn/FusedBatchNormV3"; +"731 densenet121/pool3_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "732 densenet121/pool3_bn/FusedBatchNormV3/ReadVariableOp"; +"732 densenet121/pool3_bn/FusedBatchNormV3/ReadVariableOp" -> "735 densenet121/pool3_bn/FusedBatchNormV3"; +"733 densenet121/pool3_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "734 densenet121/pool3_bn/FusedBatchNormV3/ReadVariableOp_1"; +"734 densenet121/pool3_bn/FusedBatchNormV3/ReadVariableOp_1" -> "735 densenet121/pool3_bn/FusedBatchNormV3"; +"735 densenet121/pool3_bn/FusedBatchNormV3" -> "736 densenet121/pool3_relu/Relu"; 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densenet121/conv4_block12_1_conv/Conv2D"; +"1181 densenet121/conv4_block12_1_conv/Conv2D" -> "1190 densenet121/conv4_block12_1_bn/FusedBatchNormV3"; +"1182 densenet121/conv4_block12_1_bn/ReadVariableOp/resource" -> "1183 densenet121/conv4_block12_1_bn/ReadVariableOp"; +"1183 densenet121/conv4_block12_1_bn/ReadVariableOp" -> "1190 densenet121/conv4_block12_1_bn/FusedBatchNormV3"; +"1184 densenet121/conv4_block12_1_bn/ReadVariableOp_1/resource" -> "1185 densenet121/conv4_block12_1_bn/ReadVariableOp_1"; +"1185 densenet121/conv4_block12_1_bn/ReadVariableOp_1" -> "1190 densenet121/conv4_block12_1_bn/FusedBatchNormV3"; +"1186 densenet121/conv4_block12_1_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "1187 densenet121/conv4_block12_1_bn/FusedBatchNormV3/ReadVariableOp"; +"1187 densenet121/conv4_block12_1_bn/FusedBatchNormV3/ReadVariableOp" -> "1190 densenet121/conv4_block12_1_bn/FusedBatchNormV3"; +"1188 densenet121/conv4_block12_1_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1189 densenet121/conv4_block12_1_bn/FusedBatchNormV3/ReadVariableOp_1"; +"1189 densenet121/conv4_block12_1_bn/FusedBatchNormV3/ReadVariableOp_1" -> "1190 densenet121/conv4_block12_1_bn/FusedBatchNormV3"; +"1190 densenet121/conv4_block12_1_bn/FusedBatchNormV3" -> "1191 densenet121/conv4_block12_1_relu/Relu"; +"1191 densenet121/conv4_block12_1_relu/Relu" -> "1199 densenet121/conv4_block12_2_conv/Conv2D"; +"1192 densenet121/conv4_block12_2_conv/Sigmoid/ReadVariableOp/resource" -> "1193 densenet121/conv4_block12_2_conv/Sigmoid/ReadVariableOp"; +"1193 densenet121/conv4_block12_2_conv/Sigmoid/ReadVariableOp" -> "1194 densenet121/conv4_block12_2_conv/Sigmoid"; +"1194 densenet121/conv4_block12_2_conv/Sigmoid" -> "1195 densenet121/conv4_block12_2_conv/Round"; +"1195 densenet121/conv4_block12_2_conv/Round" -> "1198 densenet121/conv4_block12_2_conv/mul"; +"1196 densenet121/conv4_block12_2_conv/ReadVariableOp/resource" -> "1197 densenet121/conv4_block12_2_conv/ReadVariableOp"; +"1197 densenet121/conv4_block12_2_conv/ReadVariableOp" -> "1198 densenet121/conv4_block12_2_conv/mul"; +"1198 densenet121/conv4_block12_2_conv/mul" -> "1199 densenet121/conv4_block12_2_conv/Conv2D"; +"1199 densenet121/conv4_block12_2_conv/Conv2D" -> "1201 densenet121/conv4_block12_concat/concat"; +"1200 densenet121/conv4_block12_concat/concat/axis" -> "1201 densenet121/conv4_block12_concat/concat"; +"1201 densenet121/conv4_block12_concat/concat" -> "1210 densenet121/conv4_block13_0_bn/FusedBatchNormV3"; +"1201 densenet121/conv4_block12_concat/concat" -> "1239 densenet121/conv4_block13_concat/concat"; +"1202 densenet121/conv4_block13_0_bn/ReadVariableOp/resource" -> "1203 densenet121/conv4_block13_0_bn/ReadVariableOp"; +"1203 densenet121/conv4_block13_0_bn/ReadVariableOp" -> "1210 densenet121/conv4_block13_0_bn/FusedBatchNormV3"; +"1204 densenet121/conv4_block13_0_bn/ReadVariableOp_1/resource" -> "1205 densenet121/conv4_block13_0_bn/ReadVariableOp_1"; +"1205 densenet121/conv4_block13_0_bn/ReadVariableOp_1" -> "1210 densenet121/conv4_block13_0_bn/FusedBatchNormV3"; +"1206 densenet121/conv4_block13_0_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "1207 densenet121/conv4_block13_0_bn/FusedBatchNormV3/ReadVariableOp"; +"1207 densenet121/conv4_block13_0_bn/FusedBatchNormV3/ReadVariableOp" -> "1210 densenet121/conv4_block13_0_bn/FusedBatchNormV3"; +"1208 densenet121/conv4_block13_0_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1209 densenet121/conv4_block13_0_bn/FusedBatchNormV3/ReadVariableOp_1"; +"1209 densenet121/conv4_block13_0_bn/FusedBatchNormV3/ReadVariableOp_1" -> "1210 densenet121/conv4_block13_0_bn/FusedBatchNormV3"; +"1210 densenet121/conv4_block13_0_bn/FusedBatchNormV3" -> "1211 densenet121/conv4_block13_0_relu/Relu"; +"1211 densenet121/conv4_block13_0_relu/Relu" -> "1219 densenet121/conv4_block13_1_conv/Conv2D"; +"1212 densenet121/conv4_block13_1_conv/Sigmoid/ReadVariableOp/resource" -> "1213 densenet121/conv4_block13_1_conv/Sigmoid/ReadVariableOp"; +"1213 densenet121/conv4_block13_1_conv/Sigmoid/ReadVariableOp" -> "1214 densenet121/conv4_block13_1_conv/Sigmoid"; +"1214 densenet121/conv4_block13_1_conv/Sigmoid" -> "1215 densenet121/conv4_block13_1_conv/Round"; +"1215 densenet121/conv4_block13_1_conv/Round" -> "1218 densenet121/conv4_block13_1_conv/mul"; +"1216 densenet121/conv4_block13_1_conv/ReadVariableOp/resource" -> "1217 densenet121/conv4_block13_1_conv/ReadVariableOp"; +"1217 densenet121/conv4_block13_1_conv/ReadVariableOp" -> "1218 densenet121/conv4_block13_1_conv/mul"; +"1218 densenet121/conv4_block13_1_conv/mul" -> "1219 densenet121/conv4_block13_1_conv/Conv2D"; +"1219 densenet121/conv4_block13_1_conv/Conv2D" -> "1228 densenet121/conv4_block13_1_bn/FusedBatchNormV3"; +"1220 densenet121/conv4_block13_1_bn/ReadVariableOp/resource" -> "1221 densenet121/conv4_block13_1_bn/ReadVariableOp"; +"1221 densenet121/conv4_block13_1_bn/ReadVariableOp" -> "1228 densenet121/conv4_block13_1_bn/FusedBatchNormV3"; +"1222 densenet121/conv4_block13_1_bn/ReadVariableOp_1/resource" -> "1223 densenet121/conv4_block13_1_bn/ReadVariableOp_1"; +"1223 densenet121/conv4_block13_1_bn/ReadVariableOp_1" -> "1228 densenet121/conv4_block13_1_bn/FusedBatchNormV3"; +"1224 densenet121/conv4_block13_1_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "1225 densenet121/conv4_block13_1_bn/FusedBatchNormV3/ReadVariableOp"; +"1225 densenet121/conv4_block13_1_bn/FusedBatchNormV3/ReadVariableOp" -> "1228 densenet121/conv4_block13_1_bn/FusedBatchNormV3"; +"1226 densenet121/conv4_block13_1_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1227 densenet121/conv4_block13_1_bn/FusedBatchNormV3/ReadVariableOp_1"; +"1227 densenet121/conv4_block13_1_bn/FusedBatchNormV3/ReadVariableOp_1" -> "1228 densenet121/conv4_block13_1_bn/FusedBatchNormV3"; +"1228 densenet121/conv4_block13_1_bn/FusedBatchNormV3" -> "1229 densenet121/conv4_block13_1_relu/Relu"; +"1229 densenet121/conv4_block13_1_relu/Relu" -> "1237 densenet121/conv4_block13_2_conv/Conv2D"; +"1230 densenet121/conv4_block13_2_conv/Sigmoid/ReadVariableOp/resource" -> "1231 densenet121/conv4_block13_2_conv/Sigmoid/ReadVariableOp"; +"1231 densenet121/conv4_block13_2_conv/Sigmoid/ReadVariableOp" -> "1232 densenet121/conv4_block13_2_conv/Sigmoid"; +"1232 densenet121/conv4_block13_2_conv/Sigmoid" -> "1233 densenet121/conv4_block13_2_conv/Round"; +"1233 densenet121/conv4_block13_2_conv/Round" -> "1236 densenet121/conv4_block13_2_conv/mul"; +"1234 densenet121/conv4_block13_2_conv/ReadVariableOp/resource" -> "1235 densenet121/conv4_block13_2_conv/ReadVariableOp"; +"1235 densenet121/conv4_block13_2_conv/ReadVariableOp" -> "1236 densenet121/conv4_block13_2_conv/mul"; +"1236 densenet121/conv4_block13_2_conv/mul" -> "1237 densenet121/conv4_block13_2_conv/Conv2D"; +"1237 densenet121/conv4_block13_2_conv/Conv2D" -> "1239 densenet121/conv4_block13_concat/concat"; +"1238 densenet121/conv4_block13_concat/concat/axis" -> "1239 densenet121/conv4_block13_concat/concat"; +"1239 densenet121/conv4_block13_concat/concat" -> "1248 densenet121/conv4_block14_0_bn/FusedBatchNormV3"; +"1239 densenet121/conv4_block13_concat/concat" -> "1277 densenet121/conv4_block14_concat/concat"; +"1240 densenet121/conv4_block14_0_bn/ReadVariableOp/resource" -> "1241 densenet121/conv4_block14_0_bn/ReadVariableOp"; +"1241 densenet121/conv4_block14_0_bn/ReadVariableOp" -> "1248 densenet121/conv4_block14_0_bn/FusedBatchNormV3"; +"1242 densenet121/conv4_block14_0_bn/ReadVariableOp_1/resource" -> "1243 densenet121/conv4_block14_0_bn/ReadVariableOp_1"; +"1243 densenet121/conv4_block14_0_bn/ReadVariableOp_1" -> "1248 densenet121/conv4_block14_0_bn/FusedBatchNormV3"; +"1244 densenet121/conv4_block14_0_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "1245 densenet121/conv4_block14_0_bn/FusedBatchNormV3/ReadVariableOp"; +"1245 densenet121/conv4_block14_0_bn/FusedBatchNormV3/ReadVariableOp" -> "1248 densenet121/conv4_block14_0_bn/FusedBatchNormV3"; +"1246 densenet121/conv4_block14_0_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1247 densenet121/conv4_block14_0_bn/FusedBatchNormV3/ReadVariableOp_1"; +"1247 densenet121/conv4_block14_0_bn/FusedBatchNormV3/ReadVariableOp_1" -> "1248 densenet121/conv4_block14_0_bn/FusedBatchNormV3"; +"1248 densenet121/conv4_block14_0_bn/FusedBatchNormV3" -> "1249 densenet121/conv4_block14_0_relu/Relu"; +"1249 densenet121/conv4_block14_0_relu/Relu" -> "1257 densenet121/conv4_block14_1_conv/Conv2D"; +"1250 densenet121/conv4_block14_1_conv/Sigmoid/ReadVariableOp/resource" -> "1251 densenet121/conv4_block14_1_conv/Sigmoid/ReadVariableOp"; +"1251 densenet121/conv4_block14_1_conv/Sigmoid/ReadVariableOp" -> "1252 densenet121/conv4_block14_1_conv/Sigmoid"; +"1252 densenet121/conv4_block14_1_conv/Sigmoid" -> "1253 densenet121/conv4_block14_1_conv/Round"; +"1253 densenet121/conv4_block14_1_conv/Round" -> "1256 densenet121/conv4_block14_1_conv/mul"; +"1254 densenet121/conv4_block14_1_conv/ReadVariableOp/resource" -> "1255 densenet121/conv4_block14_1_conv/ReadVariableOp"; +"1255 densenet121/conv4_block14_1_conv/ReadVariableOp" -> "1256 densenet121/conv4_block14_1_conv/mul"; +"1256 densenet121/conv4_block14_1_conv/mul" -> "1257 densenet121/conv4_block14_1_conv/Conv2D"; +"1257 densenet121/conv4_block14_1_conv/Conv2D" -> "1266 densenet121/conv4_block14_1_bn/FusedBatchNormV3"; +"1258 densenet121/conv4_block14_1_bn/ReadVariableOp/resource" -> "1259 densenet121/conv4_block14_1_bn/ReadVariableOp"; +"1259 densenet121/conv4_block14_1_bn/ReadVariableOp" -> "1266 densenet121/conv4_block14_1_bn/FusedBatchNormV3"; +"1260 densenet121/conv4_block14_1_bn/ReadVariableOp_1/resource" -> "1261 densenet121/conv4_block14_1_bn/ReadVariableOp_1"; +"1261 densenet121/conv4_block14_1_bn/ReadVariableOp_1" -> "1266 densenet121/conv4_block14_1_bn/FusedBatchNormV3"; +"1262 densenet121/conv4_block14_1_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "1263 densenet121/conv4_block14_1_bn/FusedBatchNormV3/ReadVariableOp"; +"1263 densenet121/conv4_block14_1_bn/FusedBatchNormV3/ReadVariableOp" -> "1266 densenet121/conv4_block14_1_bn/FusedBatchNormV3"; +"1264 densenet121/conv4_block14_1_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1265 densenet121/conv4_block14_1_bn/FusedBatchNormV3/ReadVariableOp_1"; +"1265 densenet121/conv4_block14_1_bn/FusedBatchNormV3/ReadVariableOp_1" -> "1266 densenet121/conv4_block14_1_bn/FusedBatchNormV3"; +"1266 densenet121/conv4_block14_1_bn/FusedBatchNormV3" -> "1267 densenet121/conv4_block14_1_relu/Relu"; +"1267 densenet121/conv4_block14_1_relu/Relu" -> "1275 densenet121/conv4_block14_2_conv/Conv2D"; +"1268 densenet121/conv4_block14_2_conv/Sigmoid/ReadVariableOp/resource" -> "1269 densenet121/conv4_block14_2_conv/Sigmoid/ReadVariableOp"; +"1269 densenet121/conv4_block14_2_conv/Sigmoid/ReadVariableOp" -> "1270 densenet121/conv4_block14_2_conv/Sigmoid"; +"1270 densenet121/conv4_block14_2_conv/Sigmoid" -> "1271 densenet121/conv4_block14_2_conv/Round"; +"1271 densenet121/conv4_block14_2_conv/Round" -> "1274 densenet121/conv4_block14_2_conv/mul"; +"1272 densenet121/conv4_block14_2_conv/ReadVariableOp/resource" -> "1273 densenet121/conv4_block14_2_conv/ReadVariableOp"; +"1273 densenet121/conv4_block14_2_conv/ReadVariableOp" -> "1274 densenet121/conv4_block14_2_conv/mul"; +"1274 densenet121/conv4_block14_2_conv/mul" -> "1275 densenet121/conv4_block14_2_conv/Conv2D"; +"1275 densenet121/conv4_block14_2_conv/Conv2D" -> "1277 densenet121/conv4_block14_concat/concat"; +"1276 densenet121/conv4_block14_concat/concat/axis" -> "1277 densenet121/conv4_block14_concat/concat"; +"1277 densenet121/conv4_block14_concat/concat" -> "1286 densenet121/conv4_block15_0_bn/FusedBatchNormV3"; +"1277 densenet121/conv4_block14_concat/concat" -> "1315 densenet121/conv4_block15_concat/concat"; +"1278 densenet121/conv4_block15_0_bn/ReadVariableOp/resource" -> "1279 densenet121/conv4_block15_0_bn/ReadVariableOp"; +"1279 densenet121/conv4_block15_0_bn/ReadVariableOp" -> "1286 densenet121/conv4_block15_0_bn/FusedBatchNormV3"; +"1280 densenet121/conv4_block15_0_bn/ReadVariableOp_1/resource" -> "1281 densenet121/conv4_block15_0_bn/ReadVariableOp_1"; +"1281 densenet121/conv4_block15_0_bn/ReadVariableOp_1" -> "1286 densenet121/conv4_block15_0_bn/FusedBatchNormV3"; +"1282 densenet121/conv4_block15_0_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "1283 densenet121/conv4_block15_0_bn/FusedBatchNormV3/ReadVariableOp"; +"1283 densenet121/conv4_block15_0_bn/FusedBatchNormV3/ReadVariableOp" -> "1286 densenet121/conv4_block15_0_bn/FusedBatchNormV3"; +"1284 densenet121/conv4_block15_0_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1285 densenet121/conv4_block15_0_bn/FusedBatchNormV3/ReadVariableOp_1"; +"1285 densenet121/conv4_block15_0_bn/FusedBatchNormV3/ReadVariableOp_1" -> "1286 densenet121/conv4_block15_0_bn/FusedBatchNormV3"; +"1286 densenet121/conv4_block15_0_bn/FusedBatchNormV3" -> "1287 densenet121/conv4_block15_0_relu/Relu"; +"1287 densenet121/conv4_block15_0_relu/Relu" -> "1295 densenet121/conv4_block15_1_conv/Conv2D"; +"1288 densenet121/conv4_block15_1_conv/Sigmoid/ReadVariableOp/resource" -> "1289 densenet121/conv4_block15_1_conv/Sigmoid/ReadVariableOp"; +"1289 densenet121/conv4_block15_1_conv/Sigmoid/ReadVariableOp" -> "1290 densenet121/conv4_block15_1_conv/Sigmoid"; +"1290 densenet121/conv4_block15_1_conv/Sigmoid" -> "1291 densenet121/conv4_block15_1_conv/Round"; +"1291 densenet121/conv4_block15_1_conv/Round" -> "1294 densenet121/conv4_block15_1_conv/mul"; +"1292 densenet121/conv4_block15_1_conv/ReadVariableOp/resource" -> "1293 densenet121/conv4_block15_1_conv/ReadVariableOp"; +"1293 densenet121/conv4_block15_1_conv/ReadVariableOp" -> "1294 densenet121/conv4_block15_1_conv/mul"; +"1294 densenet121/conv4_block15_1_conv/mul" -> "1295 densenet121/conv4_block15_1_conv/Conv2D"; +"1295 densenet121/conv4_block15_1_conv/Conv2D" -> "1304 densenet121/conv4_block15_1_bn/FusedBatchNormV3"; +"1296 densenet121/conv4_block15_1_bn/ReadVariableOp/resource" -> "1297 densenet121/conv4_block15_1_bn/ReadVariableOp"; +"1297 densenet121/conv4_block15_1_bn/ReadVariableOp" -> "1304 densenet121/conv4_block15_1_bn/FusedBatchNormV3"; +"1298 densenet121/conv4_block15_1_bn/ReadVariableOp_1/resource" -> "1299 densenet121/conv4_block15_1_bn/ReadVariableOp_1"; +"1299 densenet121/conv4_block15_1_bn/ReadVariableOp_1" -> "1304 densenet121/conv4_block15_1_bn/FusedBatchNormV3"; +"1300 densenet121/conv4_block15_1_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "1301 densenet121/conv4_block15_1_bn/FusedBatchNormV3/ReadVariableOp"; +"1301 densenet121/conv4_block15_1_bn/FusedBatchNormV3/ReadVariableOp" -> "1304 densenet121/conv4_block15_1_bn/FusedBatchNormV3"; +"1302 densenet121/conv4_block15_1_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1303 densenet121/conv4_block15_1_bn/FusedBatchNormV3/ReadVariableOp_1"; +"1303 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densenet121/conv5_block2_1_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1740 densenet121/conv5_block2_1_bn/FusedBatchNormV3/ReadVariableOp_1"; +"1740 densenet121/conv5_block2_1_bn/FusedBatchNormV3/ReadVariableOp_1" -> "1741 densenet121/conv5_block2_1_bn/FusedBatchNormV3"; +"1741 densenet121/conv5_block2_1_bn/FusedBatchNormV3" -> "1742 densenet121/conv5_block2_1_relu/Relu"; +"1742 densenet121/conv5_block2_1_relu/Relu" -> "1750 densenet121/conv5_block2_2_conv/Conv2D"; +"1743 densenet121/conv5_block2_2_conv/Sigmoid/ReadVariableOp/resource" -> "1744 densenet121/conv5_block2_2_conv/Sigmoid/ReadVariableOp"; +"1744 densenet121/conv5_block2_2_conv/Sigmoid/ReadVariableOp" -> "1745 densenet121/conv5_block2_2_conv/Sigmoid"; +"1745 densenet121/conv5_block2_2_conv/Sigmoid" -> "1746 densenet121/conv5_block2_2_conv/Round"; +"1746 densenet121/conv5_block2_2_conv/Round" -> "1749 densenet121/conv5_block2_2_conv/mul"; +"1747 densenet121/conv5_block2_2_conv/ReadVariableOp/resource" -> "1748 densenet121/conv5_block2_2_conv/ReadVariableOp"; +"1748 densenet121/conv5_block2_2_conv/ReadVariableOp" -> "1749 densenet121/conv5_block2_2_conv/mul"; +"1749 densenet121/conv5_block2_2_conv/mul" -> "1750 densenet121/conv5_block2_2_conv/Conv2D"; +"1750 densenet121/conv5_block2_2_conv/Conv2D" -> "1752 densenet121/conv5_block2_concat/concat"; +"1751 densenet121/conv5_block2_concat/concat/axis" -> "1752 densenet121/conv5_block2_concat/concat"; +"1752 densenet121/conv5_block2_concat/concat" -> "1761 densenet121/conv5_block3_0_bn/FusedBatchNormV3"; +"1752 densenet121/conv5_block2_concat/concat" -> "1790 densenet121/conv5_block3_concat/concat"; +"1753 densenet121/conv5_block3_0_bn/ReadVariableOp/resource" -> "1754 densenet121/conv5_block3_0_bn/ReadVariableOp"; +"1754 densenet121/conv5_block3_0_bn/ReadVariableOp" -> "1761 densenet121/conv5_block3_0_bn/FusedBatchNormV3"; +"1755 densenet121/conv5_block3_0_bn/ReadVariableOp_1/resource" -> "1756 densenet121/conv5_block3_0_bn/ReadVariableOp_1"; +"1756 densenet121/conv5_block3_0_bn/ReadVariableOp_1" -> "1761 densenet121/conv5_block3_0_bn/FusedBatchNormV3"; +"1757 densenet121/conv5_block3_0_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "1758 densenet121/conv5_block3_0_bn/FusedBatchNormV3/ReadVariableOp"; +"1758 densenet121/conv5_block3_0_bn/FusedBatchNormV3/ReadVariableOp" -> "1761 densenet121/conv5_block3_0_bn/FusedBatchNormV3"; +"1759 densenet121/conv5_block3_0_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1760 densenet121/conv5_block3_0_bn/FusedBatchNormV3/ReadVariableOp_1"; +"1760 densenet121/conv5_block3_0_bn/FusedBatchNormV3/ReadVariableOp_1" -> "1761 densenet121/conv5_block3_0_bn/FusedBatchNormV3"; +"1761 densenet121/conv5_block3_0_bn/FusedBatchNormV3" -> "1762 densenet121/conv5_block3_0_relu/Relu"; +"1762 densenet121/conv5_block3_0_relu/Relu" -> "1770 densenet121/conv5_block3_1_conv/Conv2D"; +"1763 densenet121/conv5_block3_1_conv/Sigmoid/ReadVariableOp/resource" -> "1764 densenet121/conv5_block3_1_conv/Sigmoid/ReadVariableOp"; +"1764 densenet121/conv5_block3_1_conv/Sigmoid/ReadVariableOp" -> "1765 densenet121/conv5_block3_1_conv/Sigmoid"; +"1765 densenet121/conv5_block3_1_conv/Sigmoid" -> "1766 densenet121/conv5_block3_1_conv/Round"; +"1766 densenet121/conv5_block3_1_conv/Round" -> "1769 densenet121/conv5_block3_1_conv/mul"; +"1767 densenet121/conv5_block3_1_conv/ReadVariableOp/resource" -> "1768 densenet121/conv5_block3_1_conv/ReadVariableOp"; +"1768 densenet121/conv5_block3_1_conv/ReadVariableOp" -> "1769 densenet121/conv5_block3_1_conv/mul"; +"1769 densenet121/conv5_block3_1_conv/mul" -> "1770 densenet121/conv5_block3_1_conv/Conv2D"; +"1770 densenet121/conv5_block3_1_conv/Conv2D" -> "1779 densenet121/conv5_block3_1_bn/FusedBatchNormV3"; +"1771 densenet121/conv5_block3_1_bn/ReadVariableOp/resource" -> "1772 densenet121/conv5_block3_1_bn/ReadVariableOp"; +"1772 densenet121/conv5_block3_1_bn/ReadVariableOp" -> "1779 densenet121/conv5_block3_1_bn/FusedBatchNormV3"; +"1773 densenet121/conv5_block3_1_bn/ReadVariableOp_1/resource" -> "1774 densenet121/conv5_block3_1_bn/ReadVariableOp_1"; +"1774 densenet121/conv5_block3_1_bn/ReadVariableOp_1" -> "1779 densenet121/conv5_block3_1_bn/FusedBatchNormV3"; +"1775 densenet121/conv5_block3_1_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "1776 densenet121/conv5_block3_1_bn/FusedBatchNormV3/ReadVariableOp"; +"1776 densenet121/conv5_block3_1_bn/FusedBatchNormV3/ReadVariableOp" -> "1779 densenet121/conv5_block3_1_bn/FusedBatchNormV3"; +"1777 densenet121/conv5_block3_1_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1778 densenet121/conv5_block3_1_bn/FusedBatchNormV3/ReadVariableOp_1"; +"1778 densenet121/conv5_block3_1_bn/FusedBatchNormV3/ReadVariableOp_1" -> "1779 densenet121/conv5_block3_1_bn/FusedBatchNormV3"; +"1779 densenet121/conv5_block3_1_bn/FusedBatchNormV3" -> "1780 densenet121/conv5_block3_1_relu/Relu"; +"1780 densenet121/conv5_block3_1_relu/Relu" -> "1788 densenet121/conv5_block3_2_conv/Conv2D"; +"1781 densenet121/conv5_block3_2_conv/Sigmoid/ReadVariableOp/resource" -> "1782 densenet121/conv5_block3_2_conv/Sigmoid/ReadVariableOp"; +"1782 densenet121/conv5_block3_2_conv/Sigmoid/ReadVariableOp" -> "1783 densenet121/conv5_block3_2_conv/Sigmoid"; +"1783 densenet121/conv5_block3_2_conv/Sigmoid" -> "1784 densenet121/conv5_block3_2_conv/Round"; +"1784 densenet121/conv5_block3_2_conv/Round" -> "1787 densenet121/conv5_block3_2_conv/mul"; +"1785 densenet121/conv5_block3_2_conv/ReadVariableOp/resource" -> "1786 densenet121/conv5_block3_2_conv/ReadVariableOp"; +"1786 densenet121/conv5_block3_2_conv/ReadVariableOp" -> "1787 densenet121/conv5_block3_2_conv/mul"; +"1787 densenet121/conv5_block3_2_conv/mul" -> "1788 densenet121/conv5_block3_2_conv/Conv2D"; +"1788 densenet121/conv5_block3_2_conv/Conv2D" -> "1790 densenet121/conv5_block3_concat/concat"; +"1789 densenet121/conv5_block3_concat/concat/axis" -> "1790 densenet121/conv5_block3_concat/concat"; +"1790 densenet121/conv5_block3_concat/concat" -> "1799 densenet121/conv5_block4_0_bn/FusedBatchNormV3"; +"1790 densenet121/conv5_block3_concat/concat" -> "1828 densenet121/conv5_block4_concat/concat"; +"1791 densenet121/conv5_block4_0_bn/ReadVariableOp/resource" -> "1792 densenet121/conv5_block4_0_bn/ReadVariableOp"; +"1792 densenet121/conv5_block4_0_bn/ReadVariableOp" -> "1799 densenet121/conv5_block4_0_bn/FusedBatchNormV3"; +"1793 densenet121/conv5_block4_0_bn/ReadVariableOp_1/resource" -> "1794 densenet121/conv5_block4_0_bn/ReadVariableOp_1"; +"1794 densenet121/conv5_block4_0_bn/ReadVariableOp_1" -> "1799 densenet121/conv5_block4_0_bn/FusedBatchNormV3"; +"1795 densenet121/conv5_block4_0_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "1796 densenet121/conv5_block4_0_bn/FusedBatchNormV3/ReadVariableOp"; +"1796 densenet121/conv5_block4_0_bn/FusedBatchNormV3/ReadVariableOp" -> "1799 densenet121/conv5_block4_0_bn/FusedBatchNormV3"; +"1797 densenet121/conv5_block4_0_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1798 densenet121/conv5_block4_0_bn/FusedBatchNormV3/ReadVariableOp_1"; +"1798 densenet121/conv5_block4_0_bn/FusedBatchNormV3/ReadVariableOp_1" -> "1799 densenet121/conv5_block4_0_bn/FusedBatchNormV3"; +"1799 densenet121/conv5_block4_0_bn/FusedBatchNormV3" -> "1800 densenet121/conv5_block4_0_relu/Relu"; +"1800 densenet121/conv5_block4_0_relu/Relu" -> "1808 densenet121/conv5_block4_1_conv/Conv2D"; +"1801 densenet121/conv5_block4_1_conv/Sigmoid/ReadVariableOp/resource" -> "1802 densenet121/conv5_block4_1_conv/Sigmoid/ReadVariableOp"; +"1802 densenet121/conv5_block4_1_conv/Sigmoid/ReadVariableOp" -> "1803 densenet121/conv5_block4_1_conv/Sigmoid"; +"1803 densenet121/conv5_block4_1_conv/Sigmoid" -> "1804 densenet121/conv5_block4_1_conv/Round"; +"1804 densenet121/conv5_block4_1_conv/Round" -> "1807 densenet121/conv5_block4_1_conv/mul"; +"1805 densenet121/conv5_block4_1_conv/ReadVariableOp/resource" -> "1806 densenet121/conv5_block4_1_conv/ReadVariableOp"; +"1806 densenet121/conv5_block4_1_conv/ReadVariableOp" -> "1807 densenet121/conv5_block4_1_conv/mul"; +"1807 densenet121/conv5_block4_1_conv/mul" -> "1808 densenet121/conv5_block4_1_conv/Conv2D"; +"1808 densenet121/conv5_block4_1_conv/Conv2D" -> "1817 densenet121/conv5_block4_1_bn/FusedBatchNormV3"; +"1809 densenet121/conv5_block4_1_bn/ReadVariableOp/resource" -> "1810 densenet121/conv5_block4_1_bn/ReadVariableOp"; +"1810 densenet121/conv5_block4_1_bn/ReadVariableOp" -> "1817 densenet121/conv5_block4_1_bn/FusedBatchNormV3"; +"1811 densenet121/conv5_block4_1_bn/ReadVariableOp_1/resource" -> "1812 densenet121/conv5_block4_1_bn/ReadVariableOp_1"; +"1812 densenet121/conv5_block4_1_bn/ReadVariableOp_1" -> "1817 densenet121/conv5_block4_1_bn/FusedBatchNormV3"; +"1813 densenet121/conv5_block4_1_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "1814 densenet121/conv5_block4_1_bn/FusedBatchNormV3/ReadVariableOp"; +"1814 densenet121/conv5_block4_1_bn/FusedBatchNormV3/ReadVariableOp" -> "1817 densenet121/conv5_block4_1_bn/FusedBatchNormV3"; +"1815 densenet121/conv5_block4_1_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1816 densenet121/conv5_block4_1_bn/FusedBatchNormV3/ReadVariableOp_1"; +"1816 densenet121/conv5_block4_1_bn/FusedBatchNormV3/ReadVariableOp_1" -> "1817 densenet121/conv5_block4_1_bn/FusedBatchNormV3"; +"1817 densenet121/conv5_block4_1_bn/FusedBatchNormV3" -> "1818 densenet121/conv5_block4_1_relu/Relu"; +"1818 densenet121/conv5_block4_1_relu/Relu" -> "1826 densenet121/conv5_block4_2_conv/Conv2D"; +"1819 densenet121/conv5_block4_2_conv/Sigmoid/ReadVariableOp/resource" -> "1820 densenet121/conv5_block4_2_conv/Sigmoid/ReadVariableOp"; +"1820 densenet121/conv5_block4_2_conv/Sigmoid/ReadVariableOp" -> "1821 densenet121/conv5_block4_2_conv/Sigmoid"; +"1821 densenet121/conv5_block4_2_conv/Sigmoid" -> "1822 densenet121/conv5_block4_2_conv/Round"; +"1822 densenet121/conv5_block4_2_conv/Round" -> "1825 densenet121/conv5_block4_2_conv/mul"; +"1823 densenet121/conv5_block4_2_conv/ReadVariableOp/resource" -> "1824 densenet121/conv5_block4_2_conv/ReadVariableOp"; +"1824 densenet121/conv5_block4_2_conv/ReadVariableOp" -> "1825 densenet121/conv5_block4_2_conv/mul"; +"1825 densenet121/conv5_block4_2_conv/mul" -> "1826 densenet121/conv5_block4_2_conv/Conv2D"; +"1826 densenet121/conv5_block4_2_conv/Conv2D" -> "1828 densenet121/conv5_block4_concat/concat"; +"1827 densenet121/conv5_block4_concat/concat/axis" -> "1828 densenet121/conv5_block4_concat/concat"; +"1828 densenet121/conv5_block4_concat/concat" -> "1837 densenet121/conv5_block5_0_bn/FusedBatchNormV3"; +"1828 densenet121/conv5_block4_concat/concat" -> "1866 densenet121/conv5_block5_concat/concat"; +"1829 densenet121/conv5_block5_0_bn/ReadVariableOp/resource" -> "1830 densenet121/conv5_block5_0_bn/ReadVariableOp"; +"1830 densenet121/conv5_block5_0_bn/ReadVariableOp" -> "1837 densenet121/conv5_block5_0_bn/FusedBatchNormV3"; +"1831 densenet121/conv5_block5_0_bn/ReadVariableOp_1/resource" -> "1832 densenet121/conv5_block5_0_bn/ReadVariableOp_1"; +"1832 densenet121/conv5_block5_0_bn/ReadVariableOp_1" -> "1837 densenet121/conv5_block5_0_bn/FusedBatchNormV3"; +"1833 densenet121/conv5_block5_0_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "1834 densenet121/conv5_block5_0_bn/FusedBatchNormV3/ReadVariableOp"; +"1834 densenet121/conv5_block5_0_bn/FusedBatchNormV3/ReadVariableOp" -> "1837 densenet121/conv5_block5_0_bn/FusedBatchNormV3"; +"1835 densenet121/conv5_block5_0_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1836 densenet121/conv5_block5_0_bn/FusedBatchNormV3/ReadVariableOp_1"; +"1836 densenet121/conv5_block5_0_bn/FusedBatchNormV3/ReadVariableOp_1" -> "1837 densenet121/conv5_block5_0_bn/FusedBatchNormV3"; +"1837 densenet121/conv5_block5_0_bn/FusedBatchNormV3" -> "1838 densenet121/conv5_block5_0_relu/Relu"; +"1838 densenet121/conv5_block5_0_relu/Relu" -> "1846 densenet121/conv5_block5_1_conv/Conv2D"; +"1839 densenet121/conv5_block5_1_conv/Sigmoid/ReadVariableOp/resource" -> "1840 densenet121/conv5_block5_1_conv/Sigmoid/ReadVariableOp"; +"1840 densenet121/conv5_block5_1_conv/Sigmoid/ReadVariableOp" -> "1841 densenet121/conv5_block5_1_conv/Sigmoid"; +"1841 densenet121/conv5_block5_1_conv/Sigmoid" -> "1842 densenet121/conv5_block5_1_conv/Round"; +"1842 densenet121/conv5_block5_1_conv/Round" -> "1845 densenet121/conv5_block5_1_conv/mul"; +"1843 densenet121/conv5_block5_1_conv/ReadVariableOp/resource" -> "1844 densenet121/conv5_block5_1_conv/ReadVariableOp"; +"1844 densenet121/conv5_block5_1_conv/ReadVariableOp" -> "1845 densenet121/conv5_block5_1_conv/mul"; +"1845 densenet121/conv5_block5_1_conv/mul" -> "1846 densenet121/conv5_block5_1_conv/Conv2D"; +"1846 densenet121/conv5_block5_1_conv/Conv2D" -> "1855 densenet121/conv5_block5_1_bn/FusedBatchNormV3"; +"1847 densenet121/conv5_block5_1_bn/ReadVariableOp/resource" -> "1848 densenet121/conv5_block5_1_bn/ReadVariableOp"; +"1848 densenet121/conv5_block5_1_bn/ReadVariableOp" -> "1855 densenet121/conv5_block5_1_bn/FusedBatchNormV3"; +"1849 densenet121/conv5_block5_1_bn/ReadVariableOp_1/resource" -> "1850 densenet121/conv5_block5_1_bn/ReadVariableOp_1"; +"1850 densenet121/conv5_block5_1_bn/ReadVariableOp_1" -> "1855 densenet121/conv5_block5_1_bn/FusedBatchNormV3"; +"1851 densenet121/conv5_block5_1_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "1852 densenet121/conv5_block5_1_bn/FusedBatchNormV3/ReadVariableOp"; +"1852 densenet121/conv5_block5_1_bn/FusedBatchNormV3/ReadVariableOp" -> "1855 densenet121/conv5_block5_1_bn/FusedBatchNormV3"; +"1853 densenet121/conv5_block5_1_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1854 densenet121/conv5_block5_1_bn/FusedBatchNormV3/ReadVariableOp_1"; +"1854 densenet121/conv5_block5_1_bn/FusedBatchNormV3/ReadVariableOp_1" -> "1855 densenet121/conv5_block5_1_bn/FusedBatchNormV3"; +"1855 densenet121/conv5_block5_1_bn/FusedBatchNormV3" -> "1856 densenet121/conv5_block5_1_relu/Relu"; +"1856 densenet121/conv5_block5_1_relu/Relu" -> "1864 densenet121/conv5_block5_2_conv/Conv2D"; +"1857 densenet121/conv5_block5_2_conv/Sigmoid/ReadVariableOp/resource" -> "1858 densenet121/conv5_block5_2_conv/Sigmoid/ReadVariableOp"; +"1858 densenet121/conv5_block5_2_conv/Sigmoid/ReadVariableOp" -> "1859 densenet121/conv5_block5_2_conv/Sigmoid"; +"1859 densenet121/conv5_block5_2_conv/Sigmoid" -> "1860 densenet121/conv5_block5_2_conv/Round"; +"1860 densenet121/conv5_block5_2_conv/Round" -> "1863 densenet121/conv5_block5_2_conv/mul"; +"1861 densenet121/conv5_block5_2_conv/ReadVariableOp/resource" -> "1862 densenet121/conv5_block5_2_conv/ReadVariableOp"; +"1862 densenet121/conv5_block5_2_conv/ReadVariableOp" -> "1863 densenet121/conv5_block5_2_conv/mul"; +"1863 densenet121/conv5_block5_2_conv/mul" -> "1864 densenet121/conv5_block5_2_conv/Conv2D"; +"1864 densenet121/conv5_block5_2_conv/Conv2D" -> "1866 densenet121/conv5_block5_concat/concat"; +"1865 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densenet121/conv5_block13_1_relu/Relu" -> "2168 densenet121/conv5_block13_2_conv/Conv2D"; +"2161 densenet121/conv5_block13_2_conv/Sigmoid/ReadVariableOp/resource" -> "2162 densenet121/conv5_block13_2_conv/Sigmoid/ReadVariableOp"; +"2162 densenet121/conv5_block13_2_conv/Sigmoid/ReadVariableOp" -> "2163 densenet121/conv5_block13_2_conv/Sigmoid"; +"2163 densenet121/conv5_block13_2_conv/Sigmoid" -> "2164 densenet121/conv5_block13_2_conv/Round"; +"2164 densenet121/conv5_block13_2_conv/Round" -> "2167 densenet121/conv5_block13_2_conv/mul"; +"2165 densenet121/conv5_block13_2_conv/ReadVariableOp/resource" -> "2166 densenet121/conv5_block13_2_conv/ReadVariableOp"; +"2166 densenet121/conv5_block13_2_conv/ReadVariableOp" -> "2167 densenet121/conv5_block13_2_conv/mul"; +"2167 densenet121/conv5_block13_2_conv/mul" -> "2168 densenet121/conv5_block13_2_conv/Conv2D"; +"2168 densenet121/conv5_block13_2_conv/Conv2D" -> "2170 densenet121/conv5_block13_concat/concat"; +"2169 densenet121/conv5_block13_concat/concat/axis" -> "2170 densenet121/conv5_block13_concat/concat"; +"2170 densenet121/conv5_block13_concat/concat" -> "2179 densenet121/conv5_block14_0_bn/FusedBatchNormV3"; +"2170 densenet121/conv5_block13_concat/concat" -> "2208 densenet121/conv5_block14_concat/concat"; +"2171 densenet121/conv5_block14_0_bn/ReadVariableOp/resource" -> "2172 densenet121/conv5_block14_0_bn/ReadVariableOp"; +"2172 densenet121/conv5_block14_0_bn/ReadVariableOp" -> "2179 densenet121/conv5_block14_0_bn/FusedBatchNormV3"; +"2173 densenet121/conv5_block14_0_bn/ReadVariableOp_1/resource" -> "2174 densenet121/conv5_block14_0_bn/ReadVariableOp_1"; +"2174 densenet121/conv5_block14_0_bn/ReadVariableOp_1" -> "2179 densenet121/conv5_block14_0_bn/FusedBatchNormV3"; +"2175 densenet121/conv5_block14_0_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "2176 densenet121/conv5_block14_0_bn/FusedBatchNormV3/ReadVariableOp"; +"2176 densenet121/conv5_block14_0_bn/FusedBatchNormV3/ReadVariableOp" -> "2179 densenet121/conv5_block14_0_bn/FusedBatchNormV3"; +"2177 densenet121/conv5_block14_0_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2178 densenet121/conv5_block14_0_bn/FusedBatchNormV3/ReadVariableOp_1"; +"2178 densenet121/conv5_block14_0_bn/FusedBatchNormV3/ReadVariableOp_1" -> "2179 densenet121/conv5_block14_0_bn/FusedBatchNormV3"; +"2179 densenet121/conv5_block14_0_bn/FusedBatchNormV3" -> "2180 densenet121/conv5_block14_0_relu/Relu"; +"2180 densenet121/conv5_block14_0_relu/Relu" -> "2188 densenet121/conv5_block14_1_conv/Conv2D"; +"2181 densenet121/conv5_block14_1_conv/Sigmoid/ReadVariableOp/resource" -> "2182 densenet121/conv5_block14_1_conv/Sigmoid/ReadVariableOp"; +"2182 densenet121/conv5_block14_1_conv/Sigmoid/ReadVariableOp" -> "2183 densenet121/conv5_block14_1_conv/Sigmoid"; +"2183 densenet121/conv5_block14_1_conv/Sigmoid" -> "2184 densenet121/conv5_block14_1_conv/Round"; +"2184 densenet121/conv5_block14_1_conv/Round" -> "2187 densenet121/conv5_block14_1_conv/mul"; +"2185 densenet121/conv5_block14_1_conv/ReadVariableOp/resource" -> "2186 densenet121/conv5_block14_1_conv/ReadVariableOp"; +"2186 densenet121/conv5_block14_1_conv/ReadVariableOp" -> "2187 densenet121/conv5_block14_1_conv/mul"; +"2187 densenet121/conv5_block14_1_conv/mul" -> "2188 densenet121/conv5_block14_1_conv/Conv2D"; +"2188 densenet121/conv5_block14_1_conv/Conv2D" -> "2197 densenet121/conv5_block14_1_bn/FusedBatchNormV3"; +"2189 densenet121/conv5_block14_1_bn/ReadVariableOp/resource" -> "2190 densenet121/conv5_block14_1_bn/ReadVariableOp"; +"2190 densenet121/conv5_block14_1_bn/ReadVariableOp" -> "2197 densenet121/conv5_block14_1_bn/FusedBatchNormV3"; +"2191 densenet121/conv5_block14_1_bn/ReadVariableOp_1/resource" -> "2192 densenet121/conv5_block14_1_bn/ReadVariableOp_1"; +"2192 densenet121/conv5_block14_1_bn/ReadVariableOp_1" -> "2197 densenet121/conv5_block14_1_bn/FusedBatchNormV3"; +"2193 densenet121/conv5_block14_1_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "2194 densenet121/conv5_block14_1_bn/FusedBatchNormV3/ReadVariableOp"; +"2194 densenet121/conv5_block14_1_bn/FusedBatchNormV3/ReadVariableOp" -> "2197 densenet121/conv5_block14_1_bn/FusedBatchNormV3"; +"2195 densenet121/conv5_block14_1_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2196 densenet121/conv5_block14_1_bn/FusedBatchNormV3/ReadVariableOp_1"; +"2196 densenet121/conv5_block14_1_bn/FusedBatchNormV3/ReadVariableOp_1" -> "2197 densenet121/conv5_block14_1_bn/FusedBatchNormV3"; +"2197 densenet121/conv5_block14_1_bn/FusedBatchNormV3" -> "2198 densenet121/conv5_block14_1_relu/Relu"; +"2198 densenet121/conv5_block14_1_relu/Relu" -> "2206 densenet121/conv5_block14_2_conv/Conv2D"; +"2199 densenet121/conv5_block14_2_conv/Sigmoid/ReadVariableOp/resource" -> "2200 densenet121/conv5_block14_2_conv/Sigmoid/ReadVariableOp"; +"2200 densenet121/conv5_block14_2_conv/Sigmoid/ReadVariableOp" -> "2201 densenet121/conv5_block14_2_conv/Sigmoid"; +"2201 densenet121/conv5_block14_2_conv/Sigmoid" -> "2202 densenet121/conv5_block14_2_conv/Round"; +"2202 densenet121/conv5_block14_2_conv/Round" -> "2205 densenet121/conv5_block14_2_conv/mul"; +"2203 densenet121/conv5_block14_2_conv/ReadVariableOp/resource" -> "2204 densenet121/conv5_block14_2_conv/ReadVariableOp"; +"2204 densenet121/conv5_block14_2_conv/ReadVariableOp" -> "2205 densenet121/conv5_block14_2_conv/mul"; +"2205 densenet121/conv5_block14_2_conv/mul" -> "2206 densenet121/conv5_block14_2_conv/Conv2D"; +"2206 densenet121/conv5_block14_2_conv/Conv2D" -> "2208 densenet121/conv5_block14_concat/concat"; +"2207 densenet121/conv5_block14_concat/concat/axis" -> "2208 densenet121/conv5_block14_concat/concat"; +"2208 densenet121/conv5_block14_concat/concat" -> "2217 densenet121/conv5_block15_0_bn/FusedBatchNormV3"; +"2208 densenet121/conv5_block14_concat/concat" -> "2246 densenet121/conv5_block15_concat/concat"; +"2209 densenet121/conv5_block15_0_bn/ReadVariableOp/resource" -> "2210 densenet121/conv5_block15_0_bn/ReadVariableOp"; +"2210 densenet121/conv5_block15_0_bn/ReadVariableOp" -> "2217 densenet121/conv5_block15_0_bn/FusedBatchNormV3"; +"2211 densenet121/conv5_block15_0_bn/ReadVariableOp_1/resource" -> "2212 densenet121/conv5_block15_0_bn/ReadVariableOp_1"; +"2212 densenet121/conv5_block15_0_bn/ReadVariableOp_1" -> "2217 densenet121/conv5_block15_0_bn/FusedBatchNormV3"; +"2213 densenet121/conv5_block15_0_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "2214 densenet121/conv5_block15_0_bn/FusedBatchNormV3/ReadVariableOp"; +"2214 densenet121/conv5_block15_0_bn/FusedBatchNormV3/ReadVariableOp" -> "2217 densenet121/conv5_block15_0_bn/FusedBatchNormV3"; +"2215 densenet121/conv5_block15_0_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2216 densenet121/conv5_block15_0_bn/FusedBatchNormV3/ReadVariableOp_1"; +"2216 densenet121/conv5_block15_0_bn/FusedBatchNormV3/ReadVariableOp_1" -> "2217 densenet121/conv5_block15_0_bn/FusedBatchNormV3"; +"2217 densenet121/conv5_block15_0_bn/FusedBatchNormV3" -> "2218 densenet121/conv5_block15_0_relu/Relu"; +"2218 densenet121/conv5_block15_0_relu/Relu" -> "2226 densenet121/conv5_block15_1_conv/Conv2D"; +"2219 densenet121/conv5_block15_1_conv/Sigmoid/ReadVariableOp/resource" -> "2220 densenet121/conv5_block15_1_conv/Sigmoid/ReadVariableOp"; +"2220 densenet121/conv5_block15_1_conv/Sigmoid/ReadVariableOp" -> "2221 densenet121/conv5_block15_1_conv/Sigmoid"; +"2221 densenet121/conv5_block15_1_conv/Sigmoid" -> "2222 densenet121/conv5_block15_1_conv/Round"; +"2222 densenet121/conv5_block15_1_conv/Round" -> "2225 densenet121/conv5_block15_1_conv/mul"; +"2223 densenet121/conv5_block15_1_conv/ReadVariableOp/resource" -> "2224 densenet121/conv5_block15_1_conv/ReadVariableOp"; +"2224 densenet121/conv5_block15_1_conv/ReadVariableOp" -> "2225 densenet121/conv5_block15_1_conv/mul"; +"2225 densenet121/conv5_block15_1_conv/mul" -> "2226 densenet121/conv5_block15_1_conv/Conv2D"; +"2226 densenet121/conv5_block15_1_conv/Conv2D" -> "2235 densenet121/conv5_block15_1_bn/FusedBatchNormV3"; +"2227 densenet121/conv5_block15_1_bn/ReadVariableOp/resource" -> "2228 densenet121/conv5_block15_1_bn/ReadVariableOp"; +"2228 densenet121/conv5_block15_1_bn/ReadVariableOp" -> "2235 densenet121/conv5_block15_1_bn/FusedBatchNormV3"; +"2229 densenet121/conv5_block15_1_bn/ReadVariableOp_1/resource" -> "2230 densenet121/conv5_block15_1_bn/ReadVariableOp_1"; +"2230 densenet121/conv5_block15_1_bn/ReadVariableOp_1" -> "2235 densenet121/conv5_block15_1_bn/FusedBatchNormV3"; +"2231 densenet121/conv5_block15_1_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "2232 densenet121/conv5_block15_1_bn/FusedBatchNormV3/ReadVariableOp"; +"2232 densenet121/conv5_block15_1_bn/FusedBatchNormV3/ReadVariableOp" -> "2235 densenet121/conv5_block15_1_bn/FusedBatchNormV3"; +"2233 densenet121/conv5_block15_1_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2234 densenet121/conv5_block15_1_bn/FusedBatchNormV3/ReadVariableOp_1"; +"2234 densenet121/conv5_block15_1_bn/FusedBatchNormV3/ReadVariableOp_1" -> "2235 densenet121/conv5_block15_1_bn/FusedBatchNormV3"; +"2235 densenet121/conv5_block15_1_bn/FusedBatchNormV3" -> "2236 densenet121/conv5_block15_1_relu/Relu"; +"2236 densenet121/conv5_block15_1_relu/Relu" -> "2244 densenet121/conv5_block15_2_conv/Conv2D"; +"2237 densenet121/conv5_block15_2_conv/Sigmoid/ReadVariableOp/resource" -> "2238 densenet121/conv5_block15_2_conv/Sigmoid/ReadVariableOp"; +"2238 densenet121/conv5_block15_2_conv/Sigmoid/ReadVariableOp" -> "2239 densenet121/conv5_block15_2_conv/Sigmoid"; +"2239 densenet121/conv5_block15_2_conv/Sigmoid" -> "2240 densenet121/conv5_block15_2_conv/Round"; +"2240 densenet121/conv5_block15_2_conv/Round" -> "2243 densenet121/conv5_block15_2_conv/mul"; +"2241 densenet121/conv5_block15_2_conv/ReadVariableOp/resource" -> "2242 densenet121/conv5_block15_2_conv/ReadVariableOp"; +"2242 densenet121/conv5_block15_2_conv/ReadVariableOp" -> "2243 densenet121/conv5_block15_2_conv/mul"; +"2243 densenet121/conv5_block15_2_conv/mul" -> "2244 densenet121/conv5_block15_2_conv/Conv2D"; +"2244 densenet121/conv5_block15_2_conv/Conv2D" -> "2246 densenet121/conv5_block15_concat/concat"; +"2245 densenet121/conv5_block15_concat/concat/axis" -> "2246 densenet121/conv5_block15_concat/concat"; +"2246 densenet121/conv5_block15_concat/concat" -> "2255 densenet121/conv5_block16_0_bn/FusedBatchNormV3"; +"2246 densenet121/conv5_block15_concat/concat" -> "2284 densenet121/conv5_block16_concat/concat"; +"2247 densenet121/conv5_block16_0_bn/ReadVariableOp/resource" -> "2248 densenet121/conv5_block16_0_bn/ReadVariableOp"; +"2248 densenet121/conv5_block16_0_bn/ReadVariableOp" -> "2255 densenet121/conv5_block16_0_bn/FusedBatchNormV3"; +"2249 densenet121/conv5_block16_0_bn/ReadVariableOp_1/resource" -> "2250 densenet121/conv5_block16_0_bn/ReadVariableOp_1"; +"2250 densenet121/conv5_block16_0_bn/ReadVariableOp_1" -> "2255 densenet121/conv5_block16_0_bn/FusedBatchNormV3"; +"2251 densenet121/conv5_block16_0_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "2252 densenet121/conv5_block16_0_bn/FusedBatchNormV3/ReadVariableOp"; +"2252 densenet121/conv5_block16_0_bn/FusedBatchNormV3/ReadVariableOp" -> "2255 densenet121/conv5_block16_0_bn/FusedBatchNormV3"; +"2253 densenet121/conv5_block16_0_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2254 densenet121/conv5_block16_0_bn/FusedBatchNormV3/ReadVariableOp_1"; +"2254 densenet121/conv5_block16_0_bn/FusedBatchNormV3/ReadVariableOp_1" -> "2255 densenet121/conv5_block16_0_bn/FusedBatchNormV3"; +"2255 densenet121/conv5_block16_0_bn/FusedBatchNormV3" -> "2256 densenet121/conv5_block16_0_relu/Relu"; +"2256 densenet121/conv5_block16_0_relu/Relu" -> "2264 densenet121/conv5_block16_1_conv/Conv2D"; +"2257 densenet121/conv5_block16_1_conv/Sigmoid/ReadVariableOp/resource" -> "2258 densenet121/conv5_block16_1_conv/Sigmoid/ReadVariableOp"; +"2258 densenet121/conv5_block16_1_conv/Sigmoid/ReadVariableOp" -> "2259 densenet121/conv5_block16_1_conv/Sigmoid"; +"2259 densenet121/conv5_block16_1_conv/Sigmoid" -> "2260 densenet121/conv5_block16_1_conv/Round"; +"2260 densenet121/conv5_block16_1_conv/Round" -> "2263 densenet121/conv5_block16_1_conv/mul"; +"2261 densenet121/conv5_block16_1_conv/ReadVariableOp/resource" -> "2262 densenet121/conv5_block16_1_conv/ReadVariableOp"; +"2262 densenet121/conv5_block16_1_conv/ReadVariableOp" -> "2263 densenet121/conv5_block16_1_conv/mul"; +"2263 densenet121/conv5_block16_1_conv/mul" -> "2264 densenet121/conv5_block16_1_conv/Conv2D"; +"2264 densenet121/conv5_block16_1_conv/Conv2D" -> "2273 densenet121/conv5_block16_1_bn/FusedBatchNormV3"; +"2265 densenet121/conv5_block16_1_bn/ReadVariableOp/resource" -> "2266 densenet121/conv5_block16_1_bn/ReadVariableOp"; +"2266 densenet121/conv5_block16_1_bn/ReadVariableOp" -> "2273 densenet121/conv5_block16_1_bn/FusedBatchNormV3"; +"2267 densenet121/conv5_block16_1_bn/ReadVariableOp_1/resource" -> "2268 densenet121/conv5_block16_1_bn/ReadVariableOp_1"; +"2268 densenet121/conv5_block16_1_bn/ReadVariableOp_1" -> "2273 densenet121/conv5_block16_1_bn/FusedBatchNormV3"; +"2269 densenet121/conv5_block16_1_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "2270 densenet121/conv5_block16_1_bn/FusedBatchNormV3/ReadVariableOp"; +"2270 densenet121/conv5_block16_1_bn/FusedBatchNormV3/ReadVariableOp" -> "2273 densenet121/conv5_block16_1_bn/FusedBatchNormV3"; +"2271 densenet121/conv5_block16_1_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2272 densenet121/conv5_block16_1_bn/FusedBatchNormV3/ReadVariableOp_1"; +"2272 densenet121/conv5_block16_1_bn/FusedBatchNormV3/ReadVariableOp_1" -> "2273 densenet121/conv5_block16_1_bn/FusedBatchNormV3"; +"2273 densenet121/conv5_block16_1_bn/FusedBatchNormV3" -> "2274 densenet121/conv5_block16_1_relu/Relu"; +"2274 densenet121/conv5_block16_1_relu/Relu" -> "2282 densenet121/conv5_block16_2_conv/Conv2D"; +"2275 densenet121/conv5_block16_2_conv/Sigmoid/ReadVariableOp/resource" -> "2276 densenet121/conv5_block16_2_conv/Sigmoid/ReadVariableOp"; +"2276 densenet121/conv5_block16_2_conv/Sigmoid/ReadVariableOp" -> "2277 densenet121/conv5_block16_2_conv/Sigmoid"; +"2277 densenet121/conv5_block16_2_conv/Sigmoid" -> "2278 densenet121/conv5_block16_2_conv/Round"; +"2278 densenet121/conv5_block16_2_conv/Round" -> "2281 densenet121/conv5_block16_2_conv/mul"; +"2279 densenet121/conv5_block16_2_conv/ReadVariableOp/resource" -> "2280 densenet121/conv5_block16_2_conv/ReadVariableOp"; +"2280 densenet121/conv5_block16_2_conv/ReadVariableOp" -> "2281 densenet121/conv5_block16_2_conv/mul"; +"2281 densenet121/conv5_block16_2_conv/mul" -> "2282 densenet121/conv5_block16_2_conv/Conv2D"; +"2282 densenet121/conv5_block16_2_conv/Conv2D" -> "2284 densenet121/conv5_block16_concat/concat"; +"2283 densenet121/conv5_block16_concat/concat/axis" -> "2284 densenet121/conv5_block16_concat/concat"; +"2284 densenet121/conv5_block16_concat/concat" -> "2293 densenet121/bn/FusedBatchNormV3"; +"2285 densenet121/bn/ReadVariableOp/resource" -> "2286 densenet121/bn/ReadVariableOp"; +"2286 densenet121/bn/ReadVariableOp" -> "2293 densenet121/bn/FusedBatchNormV3"; +"2287 densenet121/bn/ReadVariableOp_1/resource" -> "2288 densenet121/bn/ReadVariableOp_1"; +"2288 densenet121/bn/ReadVariableOp_1" -> "2293 densenet121/bn/FusedBatchNormV3"; +"2289 densenet121/bn/FusedBatchNormV3/ReadVariableOp/resource" -> "2290 densenet121/bn/FusedBatchNormV3/ReadVariableOp"; +"2290 densenet121/bn/FusedBatchNormV3/ReadVariableOp" -> "2293 densenet121/bn/FusedBatchNormV3"; +"2291 densenet121/bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2292 densenet121/bn/FusedBatchNormV3/ReadVariableOp_1"; +"2292 densenet121/bn/FusedBatchNormV3/ReadVariableOp_1" -> "2293 densenet121/bn/FusedBatchNormV3"; +"2293 densenet121/bn/FusedBatchNormV3" -> "2294 densenet121/relu/Relu"; +"2294 densenet121/relu/Relu" -> "2296 densenet121/avg_pool/Mean"; +"2295 densenet121/avg_pool/Mean/reduction_indices" -> "2296 densenet121/avg_pool/Mean"; +"2296 densenet121/avg_pool/Mean" -> "2304 densenet121/predictions/MatMul"; +"2297 densenet121/predictions/Sigmoid/ReadVariableOp/resource" -> "2298 densenet121/predictions/Sigmoid/ReadVariableOp"; +"2298 densenet121/predictions/Sigmoid/ReadVariableOp" -> "2299 densenet121/predictions/Sigmoid"; +"2299 densenet121/predictions/Sigmoid" -> "2300 densenet121/predictions/Round"; +"2300 densenet121/predictions/Round" -> "2303 densenet121/predictions/mul"; +"2301 densenet121/predictions/ReadVariableOp/resource" -> "2302 densenet121/predictions/ReadVariableOp"; +"2302 densenet121/predictions/ReadVariableOp" -> "2303 densenet121/predictions/mul"; +"2303 densenet121/predictions/mul" -> "2304 densenet121/predictions/MatMul"; +"2304 densenet121/predictions/MatMul" -> "2307 densenet121/predictions/BiasAdd"; +"2305 densenet121/predictions/BiasAdd/ReadVariableOp/resource" -> "2306 densenet121/predictions/BiasAdd/ReadVariableOp"; +"2306 densenet121/predictions/BiasAdd/ReadVariableOp" -> "2307 densenet121/predictions/BiasAdd"; +"2307 densenet121/predictions/BiasAdd" -> "2308 densenet121/predictions/Softmax"; +"2308 densenet121/predictions/Softmax" -> "2309 Identity"; +} diff --git a/tests/tensorflow/data/reference_graphs/2.11/sparsity/rb_sparsity/mask_rcnn.dot b/tests/tensorflow/data/reference_graphs/2.11/sparsity/rb_sparsity/mask_rcnn.dot deleted file mode 120000 index 47728d505e7..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.11/sparsity/rb_sparsity/mask_rcnn.dot +++ /dev/null @@ -1 +0,0 @@ -../../../2.8/sparsity/rb_sparsity/mask_rcnn.dot \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.11/sparsity/rb_sparsity/mask_rcnn.dot b/tests/tensorflow/data/reference_graphs/2.11/sparsity/rb_sparsity/mask_rcnn.dot new file mode 100644 index 00000000000..8bbb52f7671 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.11/sparsity/rb_sparsity/mask_rcnn.dot @@ -0,0 +1,6440 @@ +strict digraph { +"0 args_0" [id=0, op=Placeholder]; +"1 args_0_1" [id=1, op=Placeholder]; +"2 maskrcnn/tf.compat.v1.pad/Pad/paddings" [id=2, op=Const]; +"3 maskrcnn/tf.compat.v1.pad/Pad" [id=3, op=Pad]; +"4 maskrcnn/conv2d/Sigmoid/ReadVariableOp/resource" [id=4, op=Placeholder]; +"5 maskrcnn/conv2d/Sigmoid/ReadVariableOp" [id=5, op=ReadVariableOp]; +"6 maskrcnn/conv2d/Sigmoid" [id=6, op=Sigmoid]; +"7 maskrcnn/conv2d/Round" [id=7, op=Round]; +"8 maskrcnn/conv2d/ReadVariableOp/resource" [id=8, op=Placeholder]; +"9 maskrcnn/conv2d/ReadVariableOp" [id=9, op=ReadVariableOp]; +"10 maskrcnn/conv2d/mul" [id=10, op=Mul]; +"11 maskrcnn/conv2d/Conv2D" [id=11, op=Conv2D]; +"12 maskrcnn/tf.identity/Identity" [id=12, op=Identity]; +"13 maskrcnn/batch_normalization/ReadVariableOp/resource" [id=13, op=Placeholder]; +"14 maskrcnn/batch_normalization/ReadVariableOp" [id=14, op=ReadVariableOp]; +"15 maskrcnn/batch_normalization/ReadVariableOp_1/resource" [id=15, op=Placeholder]; +"16 maskrcnn/batch_normalization/ReadVariableOp_1" [id=16, op=ReadVariableOp]; +"17 maskrcnn/batch_normalization/FusedBatchNormV3/ReadVariableOp/resource" [id=17, op=Placeholder]; +"18 maskrcnn/batch_normalization/FusedBatchNormV3/ReadVariableOp" [id=18, op=ReadVariableOp]; +"19 maskrcnn/batch_normalization/FusedBatchNormV3/ReadVariableOp_1/resource" [id=19, op=Placeholder]; +"20 maskrcnn/batch_normalization/FusedBatchNormV3/ReadVariableOp_1" [id=20, op=ReadVariableOp]; +"21 maskrcnn/batch_normalization/FusedBatchNormV3" [id=21, op=FusedBatchNormV3]; +"22 maskrcnn/tf.nn.relu/Relu" [id=22, op=Relu]; +"23 maskrcnn/max_pooling2d/MaxPool" [id=23, op=MaxPool]; +"24 maskrcnn/tf.identity_1/Identity" [id=24, op=Identity]; +"25 maskrcnn/conv2d_2/Sigmoid/ReadVariableOp/resource" [id=25, op=Placeholder]; +"26 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maskrcnn/conv2d/ReadVariableOp" -> "10 maskrcnn/conv2d/mul"; +"10 maskrcnn/conv2d/mul" -> "11 maskrcnn/conv2d/Conv2D"; +"11 maskrcnn/conv2d/Conv2D" -> "12 maskrcnn/tf.identity/Identity"; +"12 maskrcnn/tf.identity/Identity" -> "21 maskrcnn/batch_normalization/FusedBatchNormV3"; +"13 maskrcnn/batch_normalization/ReadVariableOp/resource" -> "14 maskrcnn/batch_normalization/ReadVariableOp"; +"14 maskrcnn/batch_normalization/ReadVariableOp" -> "21 maskrcnn/batch_normalization/FusedBatchNormV3"; +"15 maskrcnn/batch_normalization/ReadVariableOp_1/resource" -> "16 maskrcnn/batch_normalization/ReadVariableOp_1"; +"16 maskrcnn/batch_normalization/ReadVariableOp_1" -> "21 maskrcnn/batch_normalization/FusedBatchNormV3"; +"17 maskrcnn/batch_normalization/FusedBatchNormV3/ReadVariableOp/resource" -> "18 maskrcnn/batch_normalization/FusedBatchNormV3/ReadVariableOp"; +"18 maskrcnn/batch_normalization/FusedBatchNormV3/ReadVariableOp" -> "21 maskrcnn/batch_normalization/FusedBatchNormV3"; +"19 maskrcnn/batch_normalization/FusedBatchNormV3/ReadVariableOp_1/resource" -> "20 maskrcnn/batch_normalization/FusedBatchNormV3/ReadVariableOp_1"; +"20 maskrcnn/batch_normalization/FusedBatchNormV3/ReadVariableOp_1" -> "21 maskrcnn/batch_normalization/FusedBatchNormV3"; +"21 maskrcnn/batch_normalization/FusedBatchNormV3" -> "22 maskrcnn/tf.nn.relu/Relu"; +"22 maskrcnn/tf.nn.relu/Relu" -> "23 maskrcnn/max_pooling2d/MaxPool"; +"23 maskrcnn/max_pooling2d/MaxPool" -> "24 maskrcnn/tf.identity_1/Identity"; +"24 maskrcnn/tf.identity_1/Identity" -> "32 maskrcnn/conv2d_2/Conv2D"; +"24 maskrcnn/tf.identity_1/Identity" -> "68 maskrcnn/conv2d_1/Conv2D"; +"25 maskrcnn/conv2d_2/Sigmoid/ReadVariableOp/resource" -> "26 maskrcnn/conv2d_2/Sigmoid/ReadVariableOp"; +"26 maskrcnn/conv2d_2/Sigmoid/ReadVariableOp" -> "27 maskrcnn/conv2d_2/Sigmoid"; +"27 maskrcnn/conv2d_2/Sigmoid" -> "28 maskrcnn/conv2d_2/Round"; +"28 maskrcnn/conv2d_2/Round" -> "31 maskrcnn/conv2d_2/mul"; +"29 maskrcnn/conv2d_2/ReadVariableOp/resource" -> "30 maskrcnn/conv2d_2/ReadVariableOp"; +"30 maskrcnn/conv2d_2/ReadVariableOp" -> "31 maskrcnn/conv2d_2/mul"; +"31 maskrcnn/conv2d_2/mul" -> "32 maskrcnn/conv2d_2/Conv2D"; +"32 maskrcnn/conv2d_2/Conv2D" -> "41 maskrcnn/batch_normalization_2/FusedBatchNormV3"; +"33 maskrcnn/batch_normalization_2/ReadVariableOp/resource" -> "34 maskrcnn/batch_normalization_2/ReadVariableOp"; +"34 maskrcnn/batch_normalization_2/ReadVariableOp" -> "41 maskrcnn/batch_normalization_2/FusedBatchNormV3"; +"35 maskrcnn/batch_normalization_2/ReadVariableOp_1/resource" -> "36 maskrcnn/batch_normalization_2/ReadVariableOp_1"; +"36 maskrcnn/batch_normalization_2/ReadVariableOp_1" -> "41 maskrcnn/batch_normalization_2/FusedBatchNormV3"; +"37 maskrcnn/batch_normalization_2/FusedBatchNormV3/ReadVariableOp/resource" -> "38 maskrcnn/batch_normalization_2/FusedBatchNormV3/ReadVariableOp"; +"38 maskrcnn/batch_normalization_2/FusedBatchNormV3/ReadVariableOp" -> "41 maskrcnn/batch_normalization_2/FusedBatchNormV3"; +"39 maskrcnn/batch_normalization_2/FusedBatchNormV3/ReadVariableOp_1/resource" -> "40 maskrcnn/batch_normalization_2/FusedBatchNormV3/ReadVariableOp_1"; +"40 maskrcnn/batch_normalization_2/FusedBatchNormV3/ReadVariableOp_1" -> "41 maskrcnn/batch_normalization_2/FusedBatchNormV3"; +"41 maskrcnn/batch_normalization_2/FusedBatchNormV3" -> "42 maskrcnn/tf.nn.relu_1/Relu"; +"42 maskrcnn/tf.nn.relu_1/Relu" -> "50 maskrcnn/conv2d_3/Conv2D"; +"43 maskrcnn/conv2d_3/Sigmoid/ReadVariableOp/resource" -> "44 maskrcnn/conv2d_3/Sigmoid/ReadVariableOp"; +"44 maskrcnn/conv2d_3/Sigmoid/ReadVariableOp" -> "45 maskrcnn/conv2d_3/Sigmoid"; +"45 maskrcnn/conv2d_3/Sigmoid" -> "46 maskrcnn/conv2d_3/Round"; +"46 maskrcnn/conv2d_3/Round" -> "49 maskrcnn/conv2d_3/mul"; +"47 maskrcnn/conv2d_3/ReadVariableOp/resource" -> "48 maskrcnn/conv2d_3/ReadVariableOp"; +"48 maskrcnn/conv2d_3/ReadVariableOp" -> "49 maskrcnn/conv2d_3/mul"; +"49 maskrcnn/conv2d_3/mul" -> "50 maskrcnn/conv2d_3/Conv2D"; +"50 maskrcnn/conv2d_3/Conv2D" -> "59 maskrcnn/batch_normalization_3/FusedBatchNormV3"; +"51 maskrcnn/batch_normalization_3/ReadVariableOp/resource" -> "52 maskrcnn/batch_normalization_3/ReadVariableOp"; +"52 maskrcnn/batch_normalization_3/ReadVariableOp" -> "59 maskrcnn/batch_normalization_3/FusedBatchNormV3"; +"53 maskrcnn/batch_normalization_3/ReadVariableOp_1/resource" -> "54 maskrcnn/batch_normalization_3/ReadVariableOp_1"; +"54 maskrcnn/batch_normalization_3/ReadVariableOp_1" -> "59 maskrcnn/batch_normalization_3/FusedBatchNormV3"; +"55 maskrcnn/batch_normalization_3/FusedBatchNormV3/ReadVariableOp/resource" -> "56 maskrcnn/batch_normalization_3/FusedBatchNormV3/ReadVariableOp"; +"56 maskrcnn/batch_normalization_3/FusedBatchNormV3/ReadVariableOp" -> "59 maskrcnn/batch_normalization_3/FusedBatchNormV3"; +"57 maskrcnn/batch_normalization_3/FusedBatchNormV3/ReadVariableOp_1/resource" -> "58 maskrcnn/batch_normalization_3/FusedBatchNormV3/ReadVariableOp_1"; 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maskrcnn/conv2d_4/Sigmoid/ReadVariableOp"; +"70 maskrcnn/conv2d_4/Sigmoid/ReadVariableOp" -> "71 maskrcnn/conv2d_4/Sigmoid"; +"71 maskrcnn/conv2d_4/Sigmoid" -> "72 maskrcnn/conv2d_4/Round"; +"72 maskrcnn/conv2d_4/Round" -> "75 maskrcnn/conv2d_4/mul"; +"73 maskrcnn/conv2d_4/ReadVariableOp/resource" -> "74 maskrcnn/conv2d_4/ReadVariableOp"; +"74 maskrcnn/conv2d_4/ReadVariableOp" -> "75 maskrcnn/conv2d_4/mul"; +"75 maskrcnn/conv2d_4/mul" -> "76 maskrcnn/conv2d_4/Conv2D"; +"76 maskrcnn/conv2d_4/Conv2D" -> "85 maskrcnn/batch_normalization_4/FusedBatchNormV3"; +"77 maskrcnn/batch_normalization_4/ReadVariableOp/resource" -> "78 maskrcnn/batch_normalization_4/ReadVariableOp"; +"78 maskrcnn/batch_normalization_4/ReadVariableOp" -> "85 maskrcnn/batch_normalization_4/FusedBatchNormV3"; +"79 maskrcnn/batch_normalization_4/ReadVariableOp_1/resource" -> "80 maskrcnn/batch_normalization_4/ReadVariableOp_1"; +"80 maskrcnn/batch_normalization_4/ReadVariableOp_1" -> "85 maskrcnn/batch_normalization_4/FusedBatchNormV3"; +"81 maskrcnn/batch_normalization_4/FusedBatchNormV3/ReadVariableOp/resource" -> "82 maskrcnn/batch_normalization_4/FusedBatchNormV3/ReadVariableOp"; +"82 maskrcnn/batch_normalization_4/FusedBatchNormV3/ReadVariableOp" -> "85 maskrcnn/batch_normalization_4/FusedBatchNormV3"; +"83 maskrcnn/batch_normalization_4/FusedBatchNormV3/ReadVariableOp_1/resource" -> "84 maskrcnn/batch_normalization_4/FusedBatchNormV3/ReadVariableOp_1"; +"84 maskrcnn/batch_normalization_4/FusedBatchNormV3/ReadVariableOp_1" -> "85 maskrcnn/batch_normalization_4/FusedBatchNormV3"; +"85 maskrcnn/batch_normalization_4/FusedBatchNormV3" -> "95 maskrcnn/tf.__operators__.add/AddV2"; +"86 maskrcnn/batch_normalization_1/ReadVariableOp/resource" -> "87 maskrcnn/batch_normalization_1/ReadVariableOp"; +"87 maskrcnn/batch_normalization_1/ReadVariableOp" -> "94 maskrcnn/batch_normalization_1/FusedBatchNormV3"; +"88 maskrcnn/batch_normalization_1/ReadVariableOp_1/resource" -> "89 maskrcnn/batch_normalization_1/ReadVariableOp_1"; +"89 maskrcnn/batch_normalization_1/ReadVariableOp_1" -> "94 maskrcnn/batch_normalization_1/FusedBatchNormV3"; +"90 maskrcnn/batch_normalization_1/FusedBatchNormV3/ReadVariableOp/resource" -> "91 maskrcnn/batch_normalization_1/FusedBatchNormV3/ReadVariableOp"; +"91 maskrcnn/batch_normalization_1/FusedBatchNormV3/ReadVariableOp" -> "94 maskrcnn/batch_normalization_1/FusedBatchNormV3"; +"92 maskrcnn/batch_normalization_1/FusedBatchNormV3/ReadVariableOp_1/resource" -> "93 maskrcnn/batch_normalization_1/FusedBatchNormV3/ReadVariableOp_1"; +"93 maskrcnn/batch_normalization_1/FusedBatchNormV3/ReadVariableOp_1" -> "94 maskrcnn/batch_normalization_1/FusedBatchNormV3"; +"94 maskrcnn/batch_normalization_1/FusedBatchNormV3" -> "95 maskrcnn/tf.__operators__.add/AddV2"; +"95 maskrcnn/tf.__operators__.add/AddV2" -> "96 maskrcnn/tf.nn.relu_3/Relu"; +"96 maskrcnn/tf.nn.relu_3/Relu" -> "104 maskrcnn/conv2d_5/Conv2D"; +"96 maskrcnn/tf.nn.relu_3/Relu" -> "150 maskrcnn/tf.__operators__.add_1/AddV2"; +"97 maskrcnn/conv2d_5/Sigmoid/ReadVariableOp/resource" -> "98 maskrcnn/conv2d_5/Sigmoid/ReadVariableOp"; +"98 maskrcnn/conv2d_5/Sigmoid/ReadVariableOp" -> "99 maskrcnn/conv2d_5/Sigmoid"; +"99 maskrcnn/conv2d_5/Sigmoid" -> "100 maskrcnn/conv2d_5/Round"; +"100 maskrcnn/conv2d_5/Round" -> "103 maskrcnn/conv2d_5/mul"; +"101 maskrcnn/conv2d_5/ReadVariableOp/resource" -> "102 maskrcnn/conv2d_5/ReadVariableOp"; +"102 maskrcnn/conv2d_5/ReadVariableOp" -> "103 maskrcnn/conv2d_5/mul"; +"103 maskrcnn/conv2d_5/mul" -> "104 maskrcnn/conv2d_5/Conv2D"; +"104 maskrcnn/conv2d_5/Conv2D" -> "113 maskrcnn/batch_normalization_5/FusedBatchNormV3"; +"105 maskrcnn/batch_normalization_5/ReadVariableOp/resource" -> "106 maskrcnn/batch_normalization_5/ReadVariableOp"; +"106 maskrcnn/batch_normalization_5/ReadVariableOp" -> "113 maskrcnn/batch_normalization_5/FusedBatchNormV3"; +"107 maskrcnn/batch_normalization_5/ReadVariableOp_1/resource" -> "108 maskrcnn/batch_normalization_5/ReadVariableOp_1"; +"108 maskrcnn/batch_normalization_5/ReadVariableOp_1" -> "113 maskrcnn/batch_normalization_5/FusedBatchNormV3"; +"109 maskrcnn/batch_normalization_5/FusedBatchNormV3/ReadVariableOp/resource" -> "110 maskrcnn/batch_normalization_5/FusedBatchNormV3/ReadVariableOp"; +"110 maskrcnn/batch_normalization_5/FusedBatchNormV3/ReadVariableOp" -> "113 maskrcnn/batch_normalization_5/FusedBatchNormV3"; +"111 maskrcnn/batch_normalization_5/FusedBatchNormV3/ReadVariableOp_1/resource" -> "112 maskrcnn/batch_normalization_5/FusedBatchNormV3/ReadVariableOp_1"; +"112 maskrcnn/batch_normalization_5/FusedBatchNormV3/ReadVariableOp_1" -> "113 maskrcnn/batch_normalization_5/FusedBatchNormV3"; +"113 maskrcnn/batch_normalization_5/FusedBatchNormV3" -> "114 maskrcnn/tf.nn.relu_4/Relu"; +"114 maskrcnn/tf.nn.relu_4/Relu" -> "122 maskrcnn/conv2d_6/Conv2D"; +"115 maskrcnn/conv2d_6/Sigmoid/ReadVariableOp/resource" -> "116 maskrcnn/conv2d_6/Sigmoid/ReadVariableOp"; 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maskrcnn/conv2d_7/Round" -> "139 maskrcnn/conv2d_7/mul"; +"137 maskrcnn/conv2d_7/ReadVariableOp/resource" -> "138 maskrcnn/conv2d_7/ReadVariableOp"; +"138 maskrcnn/conv2d_7/ReadVariableOp" -> "139 maskrcnn/conv2d_7/mul"; +"139 maskrcnn/conv2d_7/mul" -> "140 maskrcnn/conv2d_7/Conv2D"; +"140 maskrcnn/conv2d_7/Conv2D" -> "149 maskrcnn/batch_normalization_7/FusedBatchNormV3"; +"141 maskrcnn/batch_normalization_7/ReadVariableOp/resource" -> "142 maskrcnn/batch_normalization_7/ReadVariableOp"; +"142 maskrcnn/batch_normalization_7/ReadVariableOp" -> "149 maskrcnn/batch_normalization_7/FusedBatchNormV3"; +"143 maskrcnn/batch_normalization_7/ReadVariableOp_1/resource" -> "144 maskrcnn/batch_normalization_7/ReadVariableOp_1"; +"144 maskrcnn/batch_normalization_7/ReadVariableOp_1" -> "149 maskrcnn/batch_normalization_7/FusedBatchNormV3"; +"145 maskrcnn/batch_normalization_7/FusedBatchNormV3/ReadVariableOp/resource" -> "146 maskrcnn/batch_normalization_7/FusedBatchNormV3/ReadVariableOp"; +"146 maskrcnn/batch_normalization_7/FusedBatchNormV3/ReadVariableOp" -> "149 maskrcnn/batch_normalization_7/FusedBatchNormV3"; +"147 maskrcnn/batch_normalization_7/FusedBatchNormV3/ReadVariableOp_1/resource" -> "148 maskrcnn/batch_normalization_7/FusedBatchNormV3/ReadVariableOp_1"; +"148 maskrcnn/batch_normalization_7/FusedBatchNormV3/ReadVariableOp_1" -> "149 maskrcnn/batch_normalization_7/FusedBatchNormV3"; +"149 maskrcnn/batch_normalization_7/FusedBatchNormV3" -> "150 maskrcnn/tf.__operators__.add_1/AddV2"; +"150 maskrcnn/tf.__operators__.add_1/AddV2" -> "151 maskrcnn/tf.nn.relu_6/Relu"; +"151 maskrcnn/tf.nn.relu_6/Relu" -> "159 maskrcnn/conv2d_8/Conv2D"; +"151 maskrcnn/tf.nn.relu_6/Relu" -> "205 maskrcnn/tf.__operators__.add_2/AddV2"; +"152 maskrcnn/conv2d_8/Sigmoid/ReadVariableOp/resource" -> "153 maskrcnn/conv2d_8/Sigmoid/ReadVariableOp"; +"153 maskrcnn/conv2d_8/Sigmoid/ReadVariableOp" -> "154 maskrcnn/conv2d_8/Sigmoid"; +"154 maskrcnn/conv2d_8/Sigmoid" -> "155 maskrcnn/conv2d_8/Round"; +"155 maskrcnn/conv2d_8/Round" -> "158 maskrcnn/conv2d_8/mul"; +"156 maskrcnn/conv2d_8/ReadVariableOp/resource" -> "157 maskrcnn/conv2d_8/ReadVariableOp"; +"157 maskrcnn/conv2d_8/ReadVariableOp" -> "158 maskrcnn/conv2d_8/mul"; +"158 maskrcnn/conv2d_8/mul" -> "159 maskrcnn/conv2d_8/Conv2D"; +"159 maskrcnn/conv2d_8/Conv2D" -> "168 maskrcnn/batch_normalization_8/FusedBatchNormV3"; +"160 maskrcnn/batch_normalization_8/ReadVariableOp/resource" -> "161 maskrcnn/batch_normalization_8/ReadVariableOp"; +"161 maskrcnn/batch_normalization_8/ReadVariableOp" -> "168 maskrcnn/batch_normalization_8/FusedBatchNormV3"; +"162 maskrcnn/batch_normalization_8/ReadVariableOp_1/resource" -> "163 maskrcnn/batch_normalization_8/ReadVariableOp_1"; +"163 maskrcnn/batch_normalization_8/ReadVariableOp_1" -> "168 maskrcnn/batch_normalization_8/FusedBatchNormV3"; +"164 maskrcnn/batch_normalization_8/FusedBatchNormV3/ReadVariableOp/resource" -> "165 maskrcnn/batch_normalization_8/FusedBatchNormV3/ReadVariableOp"; +"165 maskrcnn/batch_normalization_8/FusedBatchNormV3/ReadVariableOp" -> "168 maskrcnn/batch_normalization_8/FusedBatchNormV3"; +"166 maskrcnn/batch_normalization_8/FusedBatchNormV3/ReadVariableOp_1/resource" -> "167 maskrcnn/batch_normalization_8/FusedBatchNormV3/ReadVariableOp_1"; +"167 maskrcnn/batch_normalization_8/FusedBatchNormV3/ReadVariableOp_1" -> "168 maskrcnn/batch_normalization_8/FusedBatchNormV3"; +"168 maskrcnn/batch_normalization_8/FusedBatchNormV3" -> "169 maskrcnn/tf.nn.relu_7/Relu"; +"169 maskrcnn/tf.nn.relu_7/Relu" -> "177 maskrcnn/conv2d_9/Conv2D"; +"170 maskrcnn/conv2d_9/Sigmoid/ReadVariableOp/resource" -> "171 maskrcnn/conv2d_9/Sigmoid/ReadVariableOp"; +"171 maskrcnn/conv2d_9/Sigmoid/ReadVariableOp" -> "172 maskrcnn/conv2d_9/Sigmoid"; +"172 maskrcnn/conv2d_9/Sigmoid" -> "173 maskrcnn/conv2d_9/Round"; +"173 maskrcnn/conv2d_9/Round" -> "176 maskrcnn/conv2d_9/mul"; +"174 maskrcnn/conv2d_9/ReadVariableOp/resource" -> "175 maskrcnn/conv2d_9/ReadVariableOp"; +"175 maskrcnn/conv2d_9/ReadVariableOp" -> "176 maskrcnn/conv2d_9/mul"; +"176 maskrcnn/conv2d_9/mul" -> "177 maskrcnn/conv2d_9/Conv2D"; +"177 maskrcnn/conv2d_9/Conv2D" -> "186 maskrcnn/batch_normalization_9/FusedBatchNormV3"; +"178 maskrcnn/batch_normalization_9/ReadVariableOp/resource" -> "179 maskrcnn/batch_normalization_9/ReadVariableOp"; +"179 maskrcnn/batch_normalization_9/ReadVariableOp" -> "186 maskrcnn/batch_normalization_9/FusedBatchNormV3"; +"180 maskrcnn/batch_normalization_9/ReadVariableOp_1/resource" -> "181 maskrcnn/batch_normalization_9/ReadVariableOp_1"; +"181 maskrcnn/batch_normalization_9/ReadVariableOp_1" -> "186 maskrcnn/batch_normalization_9/FusedBatchNormV3"; +"182 maskrcnn/batch_normalization_9/FusedBatchNormV3/ReadVariableOp/resource" -> "183 maskrcnn/batch_normalization_9/FusedBatchNormV3/ReadVariableOp"; +"183 maskrcnn/batch_normalization_9/FusedBatchNormV3/ReadVariableOp" -> "186 maskrcnn/batch_normalization_9/FusedBatchNormV3"; +"184 maskrcnn/batch_normalization_9/FusedBatchNormV3/ReadVariableOp_1/resource" -> "185 maskrcnn/batch_normalization_9/FusedBatchNormV3/ReadVariableOp_1"; +"185 maskrcnn/batch_normalization_9/FusedBatchNormV3/ReadVariableOp_1" -> "186 maskrcnn/batch_normalization_9/FusedBatchNormV3"; +"186 maskrcnn/batch_normalization_9/FusedBatchNormV3" -> "187 maskrcnn/tf.nn.relu_8/Relu"; +"187 maskrcnn/tf.nn.relu_8/Relu" -> "195 maskrcnn/conv2d_10/Conv2D"; +"188 maskrcnn/conv2d_10/Sigmoid/ReadVariableOp/resource" -> "189 maskrcnn/conv2d_10/Sigmoid/ReadVariableOp"; +"189 maskrcnn/conv2d_10/Sigmoid/ReadVariableOp" -> "190 maskrcnn/conv2d_10/Sigmoid"; +"190 maskrcnn/conv2d_10/Sigmoid" -> "191 maskrcnn/conv2d_10/Round"; +"191 maskrcnn/conv2d_10/Round" -> "194 maskrcnn/conv2d_10/mul"; +"192 maskrcnn/conv2d_10/ReadVariableOp/resource" -> "193 maskrcnn/conv2d_10/ReadVariableOp"; +"193 maskrcnn/conv2d_10/ReadVariableOp" -> "194 maskrcnn/conv2d_10/mul"; 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"203 maskrcnn/batch_normalization_10/FusedBatchNormV3/ReadVariableOp_1"; +"203 maskrcnn/batch_normalization_10/FusedBatchNormV3/ReadVariableOp_1" -> "204 maskrcnn/batch_normalization_10/FusedBatchNormV3"; +"204 maskrcnn/batch_normalization_10/FusedBatchNormV3" -> "205 maskrcnn/tf.__operators__.add_2/AddV2"; +"205 maskrcnn/tf.__operators__.add_2/AddV2" -> "206 maskrcnn/tf.nn.relu_9/Relu"; +"206 maskrcnn/tf.nn.relu_9/Relu" -> "207 maskrcnn/tf.identity_2/Identity"; +"207 maskrcnn/tf.identity_2/Identity" -> "215 maskrcnn/conv2d_12/Conv2D"; +"207 maskrcnn/tf.identity_2/Identity" -> "246 maskrcnn/tf.compat.v1.pad_1/Pad"; +"207 maskrcnn/tf.identity_2/Identity" -> "1043 maskrcnn/l2/Conv2D"; +"208 maskrcnn/conv2d_12/Sigmoid/ReadVariableOp/resource" -> "209 maskrcnn/conv2d_12/Sigmoid/ReadVariableOp"; +"209 maskrcnn/conv2d_12/Sigmoid/ReadVariableOp" -> "210 maskrcnn/conv2d_12/Sigmoid"; +"210 maskrcnn/conv2d_12/Sigmoid" -> "211 maskrcnn/conv2d_12/Round"; +"211 maskrcnn/conv2d_12/Round" -> "214 maskrcnn/conv2d_12/mul"; +"212 maskrcnn/conv2d_12/ReadVariableOp/resource" -> "213 maskrcnn/conv2d_12/ReadVariableOp"; +"213 maskrcnn/conv2d_12/ReadVariableOp" -> "214 maskrcnn/conv2d_12/mul"; +"214 maskrcnn/conv2d_12/mul" -> "215 maskrcnn/conv2d_12/Conv2D"; +"215 maskrcnn/conv2d_12/Conv2D" -> "224 maskrcnn/batch_normalization_12/FusedBatchNormV3"; +"216 maskrcnn/batch_normalization_12/ReadVariableOp/resource" -> "217 maskrcnn/batch_normalization_12/ReadVariableOp"; +"217 maskrcnn/batch_normalization_12/ReadVariableOp" -> "224 maskrcnn/batch_normalization_12/FusedBatchNormV3"; +"218 maskrcnn/batch_normalization_12/ReadVariableOp_1/resource" -> "219 maskrcnn/batch_normalization_12/ReadVariableOp_1"; +"219 maskrcnn/batch_normalization_12/ReadVariableOp_1" -> "224 maskrcnn/batch_normalization_12/FusedBatchNormV3"; +"220 maskrcnn/batch_normalization_12/FusedBatchNormV3/ReadVariableOp/resource" -> "221 maskrcnn/batch_normalization_12/FusedBatchNormV3/ReadVariableOp"; +"221 maskrcnn/batch_normalization_12/FusedBatchNormV3/ReadVariableOp" -> "224 maskrcnn/batch_normalization_12/FusedBatchNormV3"; +"222 maskrcnn/batch_normalization_12/FusedBatchNormV3/ReadVariableOp_1/resource" -> "223 maskrcnn/batch_normalization_12/FusedBatchNormV3/ReadVariableOp_1"; +"223 maskrcnn/batch_normalization_12/FusedBatchNormV3/ReadVariableOp_1" -> "224 maskrcnn/batch_normalization_12/FusedBatchNormV3"; +"224 maskrcnn/batch_normalization_12/FusedBatchNormV3" -> "225 maskrcnn/tf.nn.relu_10/Relu"; +"225 maskrcnn/tf.nn.relu_10/Relu" -> "227 maskrcnn/tf.compat.v1.pad_2/Pad"; +"226 maskrcnn/tf.compat.v1.pad_2/Pad/paddings" -> "227 maskrcnn/tf.compat.v1.pad_2/Pad"; +"227 maskrcnn/tf.compat.v1.pad_2/Pad" -> "235 maskrcnn/conv2d_13/Conv2D"; +"228 maskrcnn/conv2d_13/Sigmoid/ReadVariableOp/resource" -> "229 maskrcnn/conv2d_13/Sigmoid/ReadVariableOp"; +"229 maskrcnn/conv2d_13/Sigmoid/ReadVariableOp" -> "230 maskrcnn/conv2d_13/Sigmoid"; +"230 maskrcnn/conv2d_13/Sigmoid" -> "231 maskrcnn/conv2d_13/Round"; +"231 maskrcnn/conv2d_13/Round" -> "234 maskrcnn/conv2d_13/mul"; +"232 maskrcnn/conv2d_13/ReadVariableOp/resource" -> "233 maskrcnn/conv2d_13/ReadVariableOp"; +"233 maskrcnn/conv2d_13/ReadVariableOp" -> "234 maskrcnn/conv2d_13/mul"; +"234 maskrcnn/conv2d_13/mul" -> "235 maskrcnn/conv2d_13/Conv2D"; +"235 maskrcnn/conv2d_13/Conv2D" -> "244 maskrcnn/batch_normalization_13/FusedBatchNormV3"; +"236 maskrcnn/batch_normalization_13/ReadVariableOp/resource" -> "237 maskrcnn/batch_normalization_13/ReadVariableOp"; +"237 maskrcnn/batch_normalization_13/ReadVariableOp" -> "244 maskrcnn/batch_normalization_13/FusedBatchNormV3"; +"238 maskrcnn/batch_normalization_13/ReadVariableOp_1/resource" -> "239 maskrcnn/batch_normalization_13/ReadVariableOp_1"; +"239 maskrcnn/batch_normalization_13/ReadVariableOp_1" -> "244 maskrcnn/batch_normalization_13/FusedBatchNormV3"; +"240 maskrcnn/batch_normalization_13/FusedBatchNormV3/ReadVariableOp/resource" -> "241 maskrcnn/batch_normalization_13/FusedBatchNormV3/ReadVariableOp"; +"241 maskrcnn/batch_normalization_13/FusedBatchNormV3/ReadVariableOp" -> "244 maskrcnn/batch_normalization_13/FusedBatchNormV3"; +"242 maskrcnn/batch_normalization_13/FusedBatchNormV3/ReadVariableOp_1/resource" -> "243 maskrcnn/batch_normalization_13/FusedBatchNormV3/ReadVariableOp_1"; +"243 maskrcnn/batch_normalization_13/FusedBatchNormV3/ReadVariableOp_1" -> "244 maskrcnn/batch_normalization_13/FusedBatchNormV3"; +"244 maskrcnn/batch_normalization_13/FusedBatchNormV3" -> "247 maskrcnn/tf.nn.relu_11/Relu"; +"245 maskrcnn/tf.compat.v1.pad_1/Pad/paddings" -> "246 maskrcnn/tf.compat.v1.pad_1/Pad"; +"246 maskrcnn/tf.compat.v1.pad_1/Pad" -> "255 maskrcnn/conv2d_11/Conv2D"; +"247 maskrcnn/tf.nn.relu_11/Relu" -> "263 maskrcnn/conv2d_14/Conv2D"; +"248 maskrcnn/conv2d_11/Sigmoid/ReadVariableOp/resource" -> "249 maskrcnn/conv2d_11/Sigmoid/ReadVariableOp"; +"249 maskrcnn/conv2d_11/Sigmoid/ReadVariableOp" -> "250 maskrcnn/conv2d_11/Sigmoid"; +"250 maskrcnn/conv2d_11/Sigmoid" -> "251 maskrcnn/conv2d_11/Round"; +"251 maskrcnn/conv2d_11/Round" -> "254 maskrcnn/conv2d_11/mul"; +"252 maskrcnn/conv2d_11/ReadVariableOp/resource" -> "253 maskrcnn/conv2d_11/ReadVariableOp"; +"253 maskrcnn/conv2d_11/ReadVariableOp" -> "254 maskrcnn/conv2d_11/mul"; +"254 maskrcnn/conv2d_11/mul" -> "255 maskrcnn/conv2d_11/Conv2D"; +"255 maskrcnn/conv2d_11/Conv2D" -> "281 maskrcnn/batch_normalization_11/FusedBatchNormV3"; +"256 maskrcnn/conv2d_14/Sigmoid/ReadVariableOp/resource" -> "257 maskrcnn/conv2d_14/Sigmoid/ReadVariableOp"; +"257 maskrcnn/conv2d_14/Sigmoid/ReadVariableOp" -> "258 maskrcnn/conv2d_14/Sigmoid"; +"258 maskrcnn/conv2d_14/Sigmoid" -> "259 maskrcnn/conv2d_14/Round"; +"259 maskrcnn/conv2d_14/Round" -> "262 maskrcnn/conv2d_14/mul"; +"260 maskrcnn/conv2d_14/ReadVariableOp/resource" -> "261 maskrcnn/conv2d_14/ReadVariableOp"; +"261 maskrcnn/conv2d_14/ReadVariableOp" -> "262 maskrcnn/conv2d_14/mul"; +"262 maskrcnn/conv2d_14/mul" -> "263 maskrcnn/conv2d_14/Conv2D"; +"263 maskrcnn/conv2d_14/Conv2D" -> "272 maskrcnn/batch_normalization_14/FusedBatchNormV3"; +"264 maskrcnn/batch_normalization_14/ReadVariableOp/resource" -> "265 maskrcnn/batch_normalization_14/ReadVariableOp"; +"265 maskrcnn/batch_normalization_14/ReadVariableOp" -> "272 maskrcnn/batch_normalization_14/FusedBatchNormV3"; +"266 maskrcnn/batch_normalization_14/ReadVariableOp_1/resource" -> "267 maskrcnn/batch_normalization_14/ReadVariableOp_1"; +"267 maskrcnn/batch_normalization_14/ReadVariableOp_1" -> "272 maskrcnn/batch_normalization_14/FusedBatchNormV3"; +"268 maskrcnn/batch_normalization_14/FusedBatchNormV3/ReadVariableOp/resource" -> "269 maskrcnn/batch_normalization_14/FusedBatchNormV3/ReadVariableOp"; +"269 maskrcnn/batch_normalization_14/FusedBatchNormV3/ReadVariableOp" -> "272 maskrcnn/batch_normalization_14/FusedBatchNormV3"; +"270 maskrcnn/batch_normalization_14/FusedBatchNormV3/ReadVariableOp_1/resource" -> "271 maskrcnn/batch_normalization_14/FusedBatchNormV3/ReadVariableOp_1"; +"271 maskrcnn/batch_normalization_14/FusedBatchNormV3/ReadVariableOp_1" -> "272 maskrcnn/batch_normalization_14/FusedBatchNormV3"; +"272 maskrcnn/batch_normalization_14/FusedBatchNormV3" -> "282 maskrcnn/tf.__operators__.add_3/AddV2"; +"273 maskrcnn/batch_normalization_11/ReadVariableOp/resource" -> "274 maskrcnn/batch_normalization_11/ReadVariableOp"; +"274 maskrcnn/batch_normalization_11/ReadVariableOp" -> "281 maskrcnn/batch_normalization_11/FusedBatchNormV3"; +"275 maskrcnn/batch_normalization_11/ReadVariableOp_1/resource" -> "276 maskrcnn/batch_normalization_11/ReadVariableOp_1"; +"276 maskrcnn/batch_normalization_11/ReadVariableOp_1" -> "281 maskrcnn/batch_normalization_11/FusedBatchNormV3"; +"277 maskrcnn/batch_normalization_11/FusedBatchNormV3/ReadVariableOp/resource" -> "278 maskrcnn/batch_normalization_11/FusedBatchNormV3/ReadVariableOp"; +"278 maskrcnn/batch_normalization_11/FusedBatchNormV3/ReadVariableOp" -> "281 maskrcnn/batch_normalization_11/FusedBatchNormV3"; +"279 maskrcnn/batch_normalization_11/FusedBatchNormV3/ReadVariableOp_1/resource" -> "280 maskrcnn/batch_normalization_11/FusedBatchNormV3/ReadVariableOp_1"; +"280 maskrcnn/batch_normalization_11/FusedBatchNormV3/ReadVariableOp_1" -> "281 maskrcnn/batch_normalization_11/FusedBatchNormV3"; +"281 maskrcnn/batch_normalization_11/FusedBatchNormV3" -> "282 maskrcnn/tf.__operators__.add_3/AddV2"; +"282 maskrcnn/tf.__operators__.add_3/AddV2" -> "283 maskrcnn/tf.nn.relu_12/Relu"; +"283 maskrcnn/tf.nn.relu_12/Relu" -> "291 maskrcnn/conv2d_15/Conv2D"; +"283 maskrcnn/tf.nn.relu_12/Relu" -> "337 maskrcnn/tf.__operators__.add_4/AddV2"; +"284 maskrcnn/conv2d_15/Sigmoid/ReadVariableOp/resource" -> "285 maskrcnn/conv2d_15/Sigmoid/ReadVariableOp"; +"285 maskrcnn/conv2d_15/Sigmoid/ReadVariableOp" -> "286 maskrcnn/conv2d_15/Sigmoid"; +"286 maskrcnn/conv2d_15/Sigmoid" -> "287 maskrcnn/conv2d_15/Round"; +"287 maskrcnn/conv2d_15/Round" -> "290 maskrcnn/conv2d_15/mul"; +"288 maskrcnn/conv2d_15/ReadVariableOp/resource" -> "289 maskrcnn/conv2d_15/ReadVariableOp"; +"289 maskrcnn/conv2d_15/ReadVariableOp" -> "290 maskrcnn/conv2d_15/mul"; +"290 maskrcnn/conv2d_15/mul" -> "291 maskrcnn/conv2d_15/Conv2D"; +"291 maskrcnn/conv2d_15/Conv2D" -> "300 maskrcnn/batch_normalization_15/FusedBatchNormV3"; +"292 maskrcnn/batch_normalization_15/ReadVariableOp/resource" -> "293 maskrcnn/batch_normalization_15/ReadVariableOp"; +"293 maskrcnn/batch_normalization_15/ReadVariableOp" -> "300 maskrcnn/batch_normalization_15/FusedBatchNormV3"; +"294 maskrcnn/batch_normalization_15/ReadVariableOp_1/resource" -> "295 maskrcnn/batch_normalization_15/ReadVariableOp_1"; +"295 maskrcnn/batch_normalization_15/ReadVariableOp_1" -> "300 maskrcnn/batch_normalization_15/FusedBatchNormV3"; +"296 maskrcnn/batch_normalization_15/FusedBatchNormV3/ReadVariableOp/resource" -> "297 maskrcnn/batch_normalization_15/FusedBatchNormV3/ReadVariableOp"; +"297 maskrcnn/batch_normalization_15/FusedBatchNormV3/ReadVariableOp" -> "300 maskrcnn/batch_normalization_15/FusedBatchNormV3"; +"298 maskrcnn/batch_normalization_15/FusedBatchNormV3/ReadVariableOp_1/resource" -> "299 maskrcnn/batch_normalization_15/FusedBatchNormV3/ReadVariableOp_1"; +"299 maskrcnn/batch_normalization_15/FusedBatchNormV3/ReadVariableOp_1" -> "300 maskrcnn/batch_normalization_15/FusedBatchNormV3"; +"300 maskrcnn/batch_normalization_15/FusedBatchNormV3" -> "301 maskrcnn/tf.nn.relu_13/Relu"; +"301 maskrcnn/tf.nn.relu_13/Relu" -> "309 maskrcnn/conv2d_16/Conv2D"; +"302 maskrcnn/conv2d_16/Sigmoid/ReadVariableOp/resource" -> "303 maskrcnn/conv2d_16/Sigmoid/ReadVariableOp"; +"303 maskrcnn/conv2d_16/Sigmoid/ReadVariableOp" -> "304 maskrcnn/conv2d_16/Sigmoid"; +"304 maskrcnn/conv2d_16/Sigmoid" -> "305 maskrcnn/conv2d_16/Round"; +"305 maskrcnn/conv2d_16/Round" -> "308 maskrcnn/conv2d_16/mul"; +"306 maskrcnn/conv2d_16/ReadVariableOp/resource" -> "307 maskrcnn/conv2d_16/ReadVariableOp"; +"307 maskrcnn/conv2d_16/ReadVariableOp" -> "308 maskrcnn/conv2d_16/mul"; +"308 maskrcnn/conv2d_16/mul" -> "309 maskrcnn/conv2d_16/Conv2D"; +"309 maskrcnn/conv2d_16/Conv2D" -> "318 maskrcnn/batch_normalization_16/FusedBatchNormV3"; +"310 maskrcnn/batch_normalization_16/ReadVariableOp/resource" -> "311 maskrcnn/batch_normalization_16/ReadVariableOp"; +"311 maskrcnn/batch_normalization_16/ReadVariableOp" -> "318 maskrcnn/batch_normalization_16/FusedBatchNormV3"; +"312 maskrcnn/batch_normalization_16/ReadVariableOp_1/resource" -> "313 maskrcnn/batch_normalization_16/ReadVariableOp_1"; +"313 maskrcnn/batch_normalization_16/ReadVariableOp_1" -> "318 maskrcnn/batch_normalization_16/FusedBatchNormV3"; +"314 maskrcnn/batch_normalization_16/FusedBatchNormV3/ReadVariableOp/resource" -> "315 maskrcnn/batch_normalization_16/FusedBatchNormV3/ReadVariableOp"; +"315 maskrcnn/batch_normalization_16/FusedBatchNormV3/ReadVariableOp" -> "318 maskrcnn/batch_normalization_16/FusedBatchNormV3"; +"316 maskrcnn/batch_normalization_16/FusedBatchNormV3/ReadVariableOp_1/resource" -> "317 maskrcnn/batch_normalization_16/FusedBatchNormV3/ReadVariableOp_1"; +"317 maskrcnn/batch_normalization_16/FusedBatchNormV3/ReadVariableOp_1" -> "318 maskrcnn/batch_normalization_16/FusedBatchNormV3"; +"318 maskrcnn/batch_normalization_16/FusedBatchNormV3" -> "319 maskrcnn/tf.nn.relu_14/Relu"; +"319 maskrcnn/tf.nn.relu_14/Relu" -> "327 maskrcnn/conv2d_17/Conv2D"; +"320 maskrcnn/conv2d_17/Sigmoid/ReadVariableOp/resource" -> "321 maskrcnn/conv2d_17/Sigmoid/ReadVariableOp"; +"321 maskrcnn/conv2d_17/Sigmoid/ReadVariableOp" -> "322 maskrcnn/conv2d_17/Sigmoid"; +"322 maskrcnn/conv2d_17/Sigmoid" -> "323 maskrcnn/conv2d_17/Round"; +"323 maskrcnn/conv2d_17/Round" -> "326 maskrcnn/conv2d_17/mul"; +"324 maskrcnn/conv2d_17/ReadVariableOp/resource" -> "325 maskrcnn/conv2d_17/ReadVariableOp"; +"325 maskrcnn/conv2d_17/ReadVariableOp" -> "326 maskrcnn/conv2d_17/mul"; +"326 maskrcnn/conv2d_17/mul" -> "327 maskrcnn/conv2d_17/Conv2D"; +"327 maskrcnn/conv2d_17/Conv2D" -> "336 maskrcnn/batch_normalization_17/FusedBatchNormV3"; +"328 maskrcnn/batch_normalization_17/ReadVariableOp/resource" -> "329 maskrcnn/batch_normalization_17/ReadVariableOp"; +"329 maskrcnn/batch_normalization_17/ReadVariableOp" -> "336 maskrcnn/batch_normalization_17/FusedBatchNormV3"; +"330 maskrcnn/batch_normalization_17/ReadVariableOp_1/resource" -> "331 maskrcnn/batch_normalization_17/ReadVariableOp_1"; +"331 maskrcnn/batch_normalization_17/ReadVariableOp_1" -> "336 maskrcnn/batch_normalization_17/FusedBatchNormV3"; +"332 maskrcnn/batch_normalization_17/FusedBatchNormV3/ReadVariableOp/resource" -> "333 maskrcnn/batch_normalization_17/FusedBatchNormV3/ReadVariableOp"; +"333 maskrcnn/batch_normalization_17/FusedBatchNormV3/ReadVariableOp" -> "336 maskrcnn/batch_normalization_17/FusedBatchNormV3"; +"334 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maskrcnn/batch_normalization_48/ReadVariableOp_1"; +"907 maskrcnn/batch_normalization_48/ReadVariableOp_1" -> "912 maskrcnn/batch_normalization_48/FusedBatchNormV3"; +"908 maskrcnn/batch_normalization_48/FusedBatchNormV3/ReadVariableOp/resource" -> "909 maskrcnn/batch_normalization_48/FusedBatchNormV3/ReadVariableOp"; +"909 maskrcnn/batch_normalization_48/FusedBatchNormV3/ReadVariableOp" -> "912 maskrcnn/batch_normalization_48/FusedBatchNormV3"; +"910 maskrcnn/batch_normalization_48/FusedBatchNormV3/ReadVariableOp_1/resource" -> "911 maskrcnn/batch_normalization_48/FusedBatchNormV3/ReadVariableOp_1"; +"911 maskrcnn/batch_normalization_48/FusedBatchNormV3/ReadVariableOp_1" -> "912 maskrcnn/batch_normalization_48/FusedBatchNormV3"; +"912 maskrcnn/batch_normalization_48/FusedBatchNormV3" -> "913 maskrcnn/tf.nn.relu_44/Relu"; +"913 maskrcnn/tf.nn.relu_44/Relu" -> "921 maskrcnn/conv2d_49/Conv2D"; +"914 maskrcnn/conv2d_49/Sigmoid/ReadVariableOp/resource" -> "915 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maskrcnn/batch_normalization_49/ReadVariableOp_1" -> "930 maskrcnn/batch_normalization_49/FusedBatchNormV3"; +"926 maskrcnn/batch_normalization_49/FusedBatchNormV3/ReadVariableOp/resource" -> "927 maskrcnn/batch_normalization_49/FusedBatchNormV3/ReadVariableOp"; +"927 maskrcnn/batch_normalization_49/FusedBatchNormV3/ReadVariableOp" -> "930 maskrcnn/batch_normalization_49/FusedBatchNormV3"; +"928 maskrcnn/batch_normalization_49/FusedBatchNormV3/ReadVariableOp_1/resource" -> "929 maskrcnn/batch_normalization_49/FusedBatchNormV3/ReadVariableOp_1"; +"929 maskrcnn/batch_normalization_49/FusedBatchNormV3/ReadVariableOp_1" -> "930 maskrcnn/batch_normalization_49/FusedBatchNormV3"; +"930 maskrcnn/batch_normalization_49/FusedBatchNormV3" -> "931 maskrcnn/tf.__operators__.add_14/AddV2"; +"931 maskrcnn/tf.__operators__.add_14/AddV2" -> "932 maskrcnn/tf.nn.relu_45/Relu"; +"932 maskrcnn/tf.nn.relu_45/Relu" -> "940 maskrcnn/conv2d_50/Conv2D"; +"932 maskrcnn/tf.nn.relu_45/Relu" -> "986 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maskrcnn/l3/mul" -> "1027 maskrcnn/l3/Conv2D"; +"1027 maskrcnn/l3/Conv2D" -> "1030 maskrcnn/l3/BiasAdd"; +"1028 maskrcnn/l3/BiasAdd/ReadVariableOp/resource" -> "1029 maskrcnn/l3/BiasAdd/ReadVariableOp"; +"1029 maskrcnn/l3/BiasAdd/ReadVariableOp" -> "1030 maskrcnn/l3/BiasAdd"; +"1030 maskrcnn/l3/BiasAdd" -> "1031 maskrcnn/tf.__operators__.add_17/AddV2"; +"1031 maskrcnn/tf.__operators__.add_17/AddV2" -> "1035 maskrcnn/up_sampling2d_2/resize/ResizeNearestNeighbor"; +"1031 maskrcnn/tf.__operators__.add_17/AddV2" -> "1088 maskrcnn/post_hoc_d3/Conv2D"; +"1032 maskrcnn/up_sampling2d_2/Const" -> "1034 maskrcnn/up_sampling2d_2/mul"; +"1033 maskrcnn/up_sampling2d_2/Const_1" -> "1034 maskrcnn/up_sampling2d_2/mul"; +"1034 maskrcnn/up_sampling2d_2/mul" -> "1035 maskrcnn/up_sampling2d_2/resize/ResizeNearestNeighbor"; +"1035 maskrcnn/up_sampling2d_2/resize/ResizeNearestNeighbor" -> "1058 maskrcnn/tf.__operators__.add_18/AddV2"; +"1036 maskrcnn/l2/Sigmoid/ReadVariableOp/resource" -> "1037 maskrcnn/l2/Sigmoid/ReadVariableOp"; +"1037 maskrcnn/l2/Sigmoid/ReadVariableOp" -> "1038 maskrcnn/l2/Sigmoid"; +"1038 maskrcnn/l2/Sigmoid" -> "1039 maskrcnn/l2/Round"; +"1039 maskrcnn/l2/Round" -> "1042 maskrcnn/l2/mul"; +"1040 maskrcnn/l2/ReadVariableOp/resource" -> "1041 maskrcnn/l2/ReadVariableOp"; +"1041 maskrcnn/l2/ReadVariableOp" -> "1042 maskrcnn/l2/mul"; +"1042 maskrcnn/l2/mul" -> "1043 maskrcnn/l2/Conv2D"; +"1043 maskrcnn/l2/Conv2D" -> "1046 maskrcnn/l2/BiasAdd"; +"1044 maskrcnn/l2/BiasAdd/ReadVariableOp/resource" -> "1045 maskrcnn/l2/BiasAdd/ReadVariableOp"; +"1045 maskrcnn/l2/BiasAdd/ReadVariableOp" -> "1046 maskrcnn/l2/BiasAdd"; +"1046 maskrcnn/l2/BiasAdd" -> "1058 maskrcnn/tf.__operators__.add_18/AddV2"; +"1047 maskrcnn/post_hoc_d5/Sigmoid/ReadVariableOp/resource" -> "1048 maskrcnn/post_hoc_d5/Sigmoid/ReadVariableOp"; +"1048 maskrcnn/post_hoc_d5/Sigmoid/ReadVariableOp" -> "1049 maskrcnn/post_hoc_d5/Sigmoid"; +"1049 maskrcnn/post_hoc_d5/Sigmoid" -> "1050 maskrcnn/post_hoc_d5/Round"; +"1050 maskrcnn/post_hoc_d5/Round" -> "1053 maskrcnn/post_hoc_d5/mul"; +"1051 maskrcnn/post_hoc_d5/ReadVariableOp/resource" -> "1052 maskrcnn/post_hoc_d5/ReadVariableOp"; +"1052 maskrcnn/post_hoc_d5/ReadVariableOp" -> "1053 maskrcnn/post_hoc_d5/mul"; +"1053 maskrcnn/post_hoc_d5/mul" -> "1054 maskrcnn/post_hoc_d5/Conv2D"; +"1054 maskrcnn/post_hoc_d5/Conv2D" -> "1057 maskrcnn/post_hoc_d5/BiasAdd"; +"1055 maskrcnn/post_hoc_d5/BiasAdd/ReadVariableOp/resource" -> "1056 maskrcnn/post_hoc_d5/BiasAdd/ReadVariableOp"; +"1056 maskrcnn/post_hoc_d5/BiasAdd/ReadVariableOp" -> "1057 maskrcnn/post_hoc_d5/BiasAdd"; +"1057 maskrcnn/post_hoc_d5/BiasAdd" -> "1066 maskrcnn/p6/Conv2D"; +"1057 maskrcnn/post_hoc_d5/BiasAdd" -> "1120 maskrcnn/p5-bn/FusedBatchNormV3"; +"1058 maskrcnn/tf.__operators__.add_18/AddV2" -> "1099 maskrcnn/post_hoc_d2/Conv2D"; +"1059 maskrcnn/p6/Sigmoid/ReadVariableOp/resource" -> "1060 maskrcnn/p6/Sigmoid/ReadVariableOp"; +"1060 maskrcnn/p6/Sigmoid/ReadVariableOp" -> "1061 maskrcnn/p6/Sigmoid"; +"1061 maskrcnn/p6/Sigmoid" -> "1062 maskrcnn/p6/Round"; +"1062 maskrcnn/p6/Round" -> "1065 maskrcnn/p6/mul"; +"1063 maskrcnn/p6/ReadVariableOp/resource" -> "1064 maskrcnn/p6/ReadVariableOp"; +"1064 maskrcnn/p6/ReadVariableOp" -> "1065 maskrcnn/p6/mul"; +"1065 maskrcnn/p6/mul" -> "1066 maskrcnn/p6/Conv2D"; +"1066 maskrcnn/p6/Conv2D" -> "1069 maskrcnn/p6/BiasAdd"; +"1067 maskrcnn/p6/BiasAdd/ReadVariableOp/resource" -> "1068 maskrcnn/p6/BiasAdd/ReadVariableOp"; +"1068 maskrcnn/p6/BiasAdd/ReadVariableOp" -> "1069 maskrcnn/p6/BiasAdd"; +"1069 maskrcnn/p6/BiasAdd" -> "1111 maskrcnn/p6-bn/FusedBatchNormV3"; +"1070 maskrcnn/post_hoc_d4/Sigmoid/ReadVariableOp/resource" -> "1071 maskrcnn/post_hoc_d4/Sigmoid/ReadVariableOp"; +"1071 maskrcnn/post_hoc_d4/Sigmoid/ReadVariableOp" -> "1072 maskrcnn/post_hoc_d4/Sigmoid"; +"1072 maskrcnn/post_hoc_d4/Sigmoid" -> "1073 maskrcnn/post_hoc_d4/Round"; +"1073 maskrcnn/post_hoc_d4/Round" -> "1076 maskrcnn/post_hoc_d4/mul"; +"1074 maskrcnn/post_hoc_d4/ReadVariableOp/resource" -> "1075 maskrcnn/post_hoc_d4/ReadVariableOp"; +"1075 maskrcnn/post_hoc_d4/ReadVariableOp" -> "1076 maskrcnn/post_hoc_d4/mul"; +"1076 maskrcnn/post_hoc_d4/mul" -> "1077 maskrcnn/post_hoc_d4/Conv2D"; +"1077 maskrcnn/post_hoc_d4/Conv2D" -> "1080 maskrcnn/post_hoc_d4/BiasAdd"; +"1078 maskrcnn/post_hoc_d4/BiasAdd/ReadVariableOp/resource" -> "1079 maskrcnn/post_hoc_d4/BiasAdd/ReadVariableOp"; +"1079 maskrcnn/post_hoc_d4/BiasAdd/ReadVariableOp" -> "1080 maskrcnn/post_hoc_d4/BiasAdd"; +"1080 maskrcnn/post_hoc_d4/BiasAdd" -> "1129 maskrcnn/p4-bn/FusedBatchNormV3"; +"1081 maskrcnn/post_hoc_d3/Sigmoid/ReadVariableOp/resource" -> "1082 maskrcnn/post_hoc_d3/Sigmoid/ReadVariableOp"; +"1082 maskrcnn/post_hoc_d3/Sigmoid/ReadVariableOp" -> "1083 maskrcnn/post_hoc_d3/Sigmoid"; +"1083 maskrcnn/post_hoc_d3/Sigmoid" -> "1084 maskrcnn/post_hoc_d3/Round"; +"1084 maskrcnn/post_hoc_d3/Round" -> "1087 maskrcnn/post_hoc_d3/mul"; +"1085 maskrcnn/post_hoc_d3/ReadVariableOp/resource" -> "1086 maskrcnn/post_hoc_d3/ReadVariableOp"; +"1086 maskrcnn/post_hoc_d3/ReadVariableOp" -> "1087 maskrcnn/post_hoc_d3/mul"; +"1087 maskrcnn/post_hoc_d3/mul" -> "1088 maskrcnn/post_hoc_d3/Conv2D"; +"1088 maskrcnn/post_hoc_d3/Conv2D" -> "1091 maskrcnn/post_hoc_d3/BiasAdd"; +"1089 maskrcnn/post_hoc_d3/BiasAdd/ReadVariableOp/resource" -> "1090 maskrcnn/post_hoc_d3/BiasAdd/ReadVariableOp"; +"1090 maskrcnn/post_hoc_d3/BiasAdd/ReadVariableOp" -> "1091 maskrcnn/post_hoc_d3/BiasAdd"; +"1091 maskrcnn/post_hoc_d3/BiasAdd" -> "1138 maskrcnn/p3-bn/FusedBatchNormV3"; +"1092 maskrcnn/post_hoc_d2/Sigmoid/ReadVariableOp/resource" -> "1093 maskrcnn/post_hoc_d2/Sigmoid/ReadVariableOp"; +"1093 maskrcnn/post_hoc_d2/Sigmoid/ReadVariableOp" -> "1094 maskrcnn/post_hoc_d2/Sigmoid"; +"1094 maskrcnn/post_hoc_d2/Sigmoid" -> "1095 maskrcnn/post_hoc_d2/Round"; +"1095 maskrcnn/post_hoc_d2/Round" -> "1098 maskrcnn/post_hoc_d2/mul"; +"1096 maskrcnn/post_hoc_d2/ReadVariableOp/resource" -> "1097 maskrcnn/post_hoc_d2/ReadVariableOp"; +"1097 maskrcnn/post_hoc_d2/ReadVariableOp" -> "1098 maskrcnn/post_hoc_d2/mul"; +"1098 maskrcnn/post_hoc_d2/mul" -> "1099 maskrcnn/post_hoc_d2/Conv2D"; +"1099 maskrcnn/post_hoc_d2/Conv2D" -> "1102 maskrcnn/post_hoc_d2/BiasAdd"; +"1100 maskrcnn/post_hoc_d2/BiasAdd/ReadVariableOp/resource" -> "1101 maskrcnn/post_hoc_d2/BiasAdd/ReadVariableOp"; +"1101 maskrcnn/post_hoc_d2/BiasAdd/ReadVariableOp" -> "1102 maskrcnn/post_hoc_d2/BiasAdd"; +"1102 maskrcnn/post_hoc_d2/BiasAdd" -> "1147 maskrcnn/p2-bn/FusedBatchNormV3"; +"1103 maskrcnn/p6-bn/ReadVariableOp/resource" -> "1104 maskrcnn/p6-bn/ReadVariableOp"; +"1104 maskrcnn/p6-bn/ReadVariableOp" -> "1111 maskrcnn/p6-bn/FusedBatchNormV3"; +"1105 maskrcnn/p6-bn/ReadVariableOp_1/resource" -> "1106 maskrcnn/p6-bn/ReadVariableOp_1"; +"1106 maskrcnn/p6-bn/ReadVariableOp_1" -> "1111 maskrcnn/p6-bn/FusedBatchNormV3"; +"1107 maskrcnn/p6-bn/FusedBatchNormV3/ReadVariableOp/resource" -> "1108 maskrcnn/p6-bn/FusedBatchNormV3/ReadVariableOp"; +"1108 maskrcnn/p6-bn/FusedBatchNormV3/ReadVariableOp" -> "1111 maskrcnn/p6-bn/FusedBatchNormV3"; +"1109 maskrcnn/p6-bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1110 maskrcnn/p6-bn/FusedBatchNormV3/ReadVariableOp_1"; +"1110 maskrcnn/p6-bn/FusedBatchNormV3/ReadVariableOp_1" -> "1111 maskrcnn/p6-bn/FusedBatchNormV3"; +"1111 maskrcnn/p6-bn/FusedBatchNormV3" -> "1155 maskrcnn/rpn/Conv2D"; +"1111 maskrcnn/p6-bn/FusedBatchNormV3" -> "2053 maskrcnn/tf.reshape_18/Reshape"; +"1111 maskrcnn/p6-bn/FusedBatchNormV3" -> "2838 maskrcnn/tf.reshape_47/Reshape"; +"1112 maskrcnn/p5-bn/ReadVariableOp/resource" -> "1113 maskrcnn/p5-bn/ReadVariableOp"; +"1113 maskrcnn/p5-bn/ReadVariableOp" -> "1120 maskrcnn/p5-bn/FusedBatchNormV3"; +"1114 maskrcnn/p5-bn/ReadVariableOp_1/resource" -> "1115 maskrcnn/p5-bn/ReadVariableOp_1"; +"1115 maskrcnn/p5-bn/ReadVariableOp_1" -> "1120 maskrcnn/p5-bn/FusedBatchNormV3"; +"1116 maskrcnn/p5-bn/FusedBatchNormV3/ReadVariableOp/resource" -> "1117 maskrcnn/p5-bn/FusedBatchNormV3/ReadVariableOp"; +"1117 maskrcnn/p5-bn/FusedBatchNormV3/ReadVariableOp" -> "1120 maskrcnn/p5-bn/FusedBatchNormV3"; +"1118 maskrcnn/p5-bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1119 maskrcnn/p5-bn/FusedBatchNormV3/ReadVariableOp_1"; +"1119 maskrcnn/p5-bn/FusedBatchNormV3/ReadVariableOp_1" -> "1120 maskrcnn/p5-bn/FusedBatchNormV3"; +"1120 maskrcnn/p5-bn/FusedBatchNormV3" -> "1165 maskrcnn/rpn/Conv2D_1"; +"1120 maskrcnn/p5-bn/FusedBatchNormV3" -> "2051 maskrcnn/tf.reshape_16/Reshape"; +"1120 maskrcnn/p5-bn/FusedBatchNormV3" -> "2836 maskrcnn/tf.reshape_45/Reshape"; +"1121 maskrcnn/p4-bn/ReadVariableOp/resource" -> "1122 maskrcnn/p4-bn/ReadVariableOp"; +"1122 maskrcnn/p4-bn/ReadVariableOp" -> "1129 maskrcnn/p4-bn/FusedBatchNormV3"; +"1123 maskrcnn/p4-bn/ReadVariableOp_1/resource" -> "1124 maskrcnn/p4-bn/ReadVariableOp_1"; +"1124 maskrcnn/p4-bn/ReadVariableOp_1" -> "1129 maskrcnn/p4-bn/FusedBatchNormV3"; +"1125 maskrcnn/p4-bn/FusedBatchNormV3/ReadVariableOp/resource" -> "1126 maskrcnn/p4-bn/FusedBatchNormV3/ReadVariableOp"; +"1126 maskrcnn/p4-bn/FusedBatchNormV3/ReadVariableOp" -> "1129 maskrcnn/p4-bn/FusedBatchNormV3"; +"1127 maskrcnn/p4-bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1128 maskrcnn/p4-bn/FusedBatchNormV3/ReadVariableOp_1"; +"1128 maskrcnn/p4-bn/FusedBatchNormV3/ReadVariableOp_1" -> "1129 maskrcnn/p4-bn/FusedBatchNormV3"; +"1129 maskrcnn/p4-bn/FusedBatchNormV3" -> "1174 maskrcnn/rpn/Conv2D_2"; +"1129 maskrcnn/p4-bn/FusedBatchNormV3" -> "2049 maskrcnn/tf.reshape_14/Reshape"; +"1129 maskrcnn/p4-bn/FusedBatchNormV3" -> "2834 maskrcnn/tf.reshape_43/Reshape"; +"1130 maskrcnn/p3-bn/ReadVariableOp/resource" -> "1131 maskrcnn/p3-bn/ReadVariableOp"; +"1131 maskrcnn/p3-bn/ReadVariableOp" -> "1138 maskrcnn/p3-bn/FusedBatchNormV3"; +"1132 maskrcnn/p3-bn/ReadVariableOp_1/resource" -> "1133 maskrcnn/p3-bn/ReadVariableOp_1"; +"1133 maskrcnn/p3-bn/ReadVariableOp_1" -> "1138 maskrcnn/p3-bn/FusedBatchNormV3"; +"1134 maskrcnn/p3-bn/FusedBatchNormV3/ReadVariableOp/resource" -> "1135 maskrcnn/p3-bn/FusedBatchNormV3/ReadVariableOp"; +"1135 maskrcnn/p3-bn/FusedBatchNormV3/ReadVariableOp" -> "1138 maskrcnn/p3-bn/FusedBatchNormV3"; +"1136 maskrcnn/p3-bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1137 maskrcnn/p3-bn/FusedBatchNormV3/ReadVariableOp_1"; +"1137 maskrcnn/p3-bn/FusedBatchNormV3/ReadVariableOp_1" -> "1138 maskrcnn/p3-bn/FusedBatchNormV3"; +"1138 maskrcnn/p3-bn/FusedBatchNormV3" -> "1183 maskrcnn/rpn/Conv2D_3"; +"1138 maskrcnn/p3-bn/FusedBatchNormV3" -> "2047 maskrcnn/tf.reshape_12/Reshape"; +"1138 maskrcnn/p3-bn/FusedBatchNormV3" -> "2832 maskrcnn/tf.reshape_41/Reshape"; +"1139 maskrcnn/p2-bn/ReadVariableOp/resource" -> "1140 maskrcnn/p2-bn/ReadVariableOp"; +"1140 maskrcnn/p2-bn/ReadVariableOp" -> "1147 maskrcnn/p2-bn/FusedBatchNormV3"; +"1141 maskrcnn/p2-bn/ReadVariableOp_1/resource" -> "1142 maskrcnn/p2-bn/ReadVariableOp_1"; +"1142 maskrcnn/p2-bn/ReadVariableOp_1" -> "1147 maskrcnn/p2-bn/FusedBatchNormV3"; +"1143 maskrcnn/p2-bn/FusedBatchNormV3/ReadVariableOp/resource" -> "1144 maskrcnn/p2-bn/FusedBatchNormV3/ReadVariableOp"; +"1144 maskrcnn/p2-bn/FusedBatchNormV3/ReadVariableOp" -> "1147 maskrcnn/p2-bn/FusedBatchNormV3"; +"1145 maskrcnn/p2-bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1146 maskrcnn/p2-bn/FusedBatchNormV3/ReadVariableOp_1"; +"1146 maskrcnn/p2-bn/FusedBatchNormV3/ReadVariableOp_1" -> "1147 maskrcnn/p2-bn/FusedBatchNormV3"; +"1147 maskrcnn/p2-bn/FusedBatchNormV3" -> "1192 maskrcnn/rpn/Conv2D_4"; +"1147 maskrcnn/p2-bn/FusedBatchNormV3" -> "2045 maskrcnn/tf.reshape_10/Reshape"; +"1147 maskrcnn/p2-bn/FusedBatchNormV3" -> "2830 maskrcnn/tf.reshape_39/Reshape"; +"1148 maskrcnn/rpn/Sigmoid/ReadVariableOp/resource" -> "1149 maskrcnn/rpn/Sigmoid/ReadVariableOp"; +"1148 maskrcnn/rpn/Sigmoid/ReadVariableOp/resource" -> "1160 maskrcnn/rpn/Sigmoid_1/ReadVariableOp"; +"1148 maskrcnn/rpn/Sigmoid/ReadVariableOp/resource" -> "1169 maskrcnn/rpn/Sigmoid_2/ReadVariableOp"; +"1148 maskrcnn/rpn/Sigmoid/ReadVariableOp/resource" -> "1178 maskrcnn/rpn/Sigmoid_3/ReadVariableOp"; +"1148 maskrcnn/rpn/Sigmoid/ReadVariableOp/resource" -> "1187 maskrcnn/rpn/Sigmoid_4/ReadVariableOp"; +"1149 maskrcnn/rpn/Sigmoid/ReadVariableOp" -> "1150 maskrcnn/rpn/Sigmoid"; +"1150 maskrcnn/rpn/Sigmoid" -> "1151 maskrcnn/rpn/Round"; +"1151 maskrcnn/rpn/Round" -> "1154 maskrcnn/rpn/mul"; +"1152 maskrcnn/rpn/ReadVariableOp/resource" -> "1153 maskrcnn/rpn/ReadVariableOp"; +"1152 maskrcnn/rpn/ReadVariableOp/resource" -> "1163 maskrcnn/rpn/ReadVariableOp_1"; +"1152 maskrcnn/rpn/ReadVariableOp/resource" -> "1172 maskrcnn/rpn/ReadVariableOp_2"; +"1152 maskrcnn/rpn/ReadVariableOp/resource" -> "1181 maskrcnn/rpn/ReadVariableOp_3"; +"1152 maskrcnn/rpn/ReadVariableOp/resource" -> "1190 maskrcnn/rpn/ReadVariableOp_4"; +"1153 maskrcnn/rpn/ReadVariableOp" -> "1154 maskrcnn/rpn/mul"; +"1154 maskrcnn/rpn/mul" -> "1155 maskrcnn/rpn/Conv2D"; +"1155 maskrcnn/rpn/Conv2D" -> "1158 maskrcnn/rpn/BiasAdd"; +"1156 maskrcnn/rpn/BiasAdd/ReadVariableOp/resource" -> "1157 maskrcnn/rpn/BiasAdd/ReadVariableOp"; +"1156 maskrcnn/rpn/BiasAdd/ReadVariableOp/resource" -> "1166 maskrcnn/rpn/BiasAdd_1/ReadVariableOp"; +"1156 maskrcnn/rpn/BiasAdd/ReadVariableOp/resource" -> "1175 maskrcnn/rpn/BiasAdd_2/ReadVariableOp"; +"1156 maskrcnn/rpn/BiasAdd/ReadVariableOp/resource" -> "1184 maskrcnn/rpn/BiasAdd_3/ReadVariableOp"; +"1156 maskrcnn/rpn/BiasAdd/ReadVariableOp/resource" -> "1193 maskrcnn/rpn/BiasAdd_4/ReadVariableOp"; +"1157 maskrcnn/rpn/BiasAdd/ReadVariableOp" -> "1158 maskrcnn/rpn/BiasAdd"; +"1158 maskrcnn/rpn/BiasAdd" -> "1159 maskrcnn/rpn/Relu"; +"1159 maskrcnn/rpn/Relu" -> "1203 maskrcnn/rpn-box/Conv2D"; +"1159 maskrcnn/rpn/Relu" -> "1537 maskrcnn/rpn-class/Conv2D"; +"1160 maskrcnn/rpn/Sigmoid_1/ReadVariableOp" -> "1161 maskrcnn/rpn/Sigmoid_1"; +"1161 maskrcnn/rpn/Sigmoid_1" -> "1162 maskrcnn/rpn/Round_1"; +"1162 maskrcnn/rpn/Round_1" -> "1164 maskrcnn/rpn/mul_1"; +"1163 maskrcnn/rpn/ReadVariableOp_1" -> "1164 maskrcnn/rpn/mul_1"; +"1164 maskrcnn/rpn/mul_1" -> "1165 maskrcnn/rpn/Conv2D_1"; +"1165 maskrcnn/rpn/Conv2D_1" -> "1167 maskrcnn/rpn/BiasAdd_1"; +"1166 maskrcnn/rpn/BiasAdd_1/ReadVariableOp" -> "1167 maskrcnn/rpn/BiasAdd_1"; +"1167 maskrcnn/rpn/BiasAdd_1" -> "1168 maskrcnn/rpn/Relu_1"; +"1168 maskrcnn/rpn/Relu_1" -> "1212 maskrcnn/rpn-box/Conv2D_1"; +"1168 maskrcnn/rpn/Relu_1" -> "1546 maskrcnn/rpn-class/Conv2D_1"; +"1169 maskrcnn/rpn/Sigmoid_2/ReadVariableOp" -> "1170 maskrcnn/rpn/Sigmoid_2"; +"1170 maskrcnn/rpn/Sigmoid_2" -> "1171 maskrcnn/rpn/Round_2"; +"1171 maskrcnn/rpn/Round_2" -> "1173 maskrcnn/rpn/mul_2"; +"1172 maskrcnn/rpn/ReadVariableOp_2" -> "1173 maskrcnn/rpn/mul_2"; +"1173 maskrcnn/rpn/mul_2" -> "1174 maskrcnn/rpn/Conv2D_2"; +"1174 maskrcnn/rpn/Conv2D_2" -> "1176 maskrcnn/rpn/BiasAdd_2"; +"1175 maskrcnn/rpn/BiasAdd_2/ReadVariableOp" -> "1176 maskrcnn/rpn/BiasAdd_2"; +"1176 maskrcnn/rpn/BiasAdd_2" -> "1177 maskrcnn/rpn/Relu_2"; +"1177 maskrcnn/rpn/Relu_2" -> "1220 maskrcnn/rpn-box/Conv2D_2"; +"1177 maskrcnn/rpn/Relu_2" -> "1554 maskrcnn/rpn-class/Conv2D_2"; +"1178 maskrcnn/rpn/Sigmoid_3/ReadVariableOp" -> "1179 maskrcnn/rpn/Sigmoid_3"; +"1179 maskrcnn/rpn/Sigmoid_3" -> "1180 maskrcnn/rpn/Round_3"; +"1180 maskrcnn/rpn/Round_3" -> "1182 maskrcnn/rpn/mul_3"; +"1181 maskrcnn/rpn/ReadVariableOp_3" -> "1182 maskrcnn/rpn/mul_3"; +"1182 maskrcnn/rpn/mul_3" -> "1183 maskrcnn/rpn/Conv2D_3"; +"1183 maskrcnn/rpn/Conv2D_3" -> "1185 maskrcnn/rpn/BiasAdd_3"; +"1184 maskrcnn/rpn/BiasAdd_3/ReadVariableOp" -> "1185 maskrcnn/rpn/BiasAdd_3"; +"1185 maskrcnn/rpn/BiasAdd_3" -> "1186 maskrcnn/rpn/Relu_3"; +"1186 maskrcnn/rpn/Relu_3" -> "1228 maskrcnn/rpn-box/Conv2D_3"; +"1186 maskrcnn/rpn/Relu_3" -> "1562 maskrcnn/rpn-class/Conv2D_3"; +"1187 maskrcnn/rpn/Sigmoid_4/ReadVariableOp" -> "1188 maskrcnn/rpn/Sigmoid_4"; +"1188 maskrcnn/rpn/Sigmoid_4" -> "1189 maskrcnn/rpn/Round_4"; +"1189 maskrcnn/rpn/Round_4" -> "1191 maskrcnn/rpn/mul_4"; +"1190 maskrcnn/rpn/ReadVariableOp_4" -> "1191 maskrcnn/rpn/mul_4"; +"1191 maskrcnn/rpn/mul_4" -> "1192 maskrcnn/rpn/Conv2D_4"; +"1192 maskrcnn/rpn/Conv2D_4" -> "1194 maskrcnn/rpn/BiasAdd_4"; +"1193 maskrcnn/rpn/BiasAdd_4/ReadVariableOp" -> "1194 maskrcnn/rpn/BiasAdd_4"; +"1194 maskrcnn/rpn/BiasAdd_4" -> "1195 maskrcnn/rpn/Relu_4"; +"1195 maskrcnn/rpn/Relu_4" -> "1236 maskrcnn/rpn-box/Conv2D_4"; +"1195 maskrcnn/rpn/Relu_4" -> "1570 maskrcnn/rpn-class/Conv2D_4"; +"1196 maskrcnn/rpn-box/Sigmoid/ReadVariableOp/resource" -> "1197 maskrcnn/rpn-box/Sigmoid/ReadVariableOp"; +"1196 maskrcnn/rpn-box/Sigmoid/ReadVariableOp/resource" -> "1207 maskrcnn/rpn-box/Sigmoid_1/ReadVariableOp"; +"1196 maskrcnn/rpn-box/Sigmoid/ReadVariableOp/resource" -> "1215 maskrcnn/rpn-box/Sigmoid_2/ReadVariableOp"; +"1196 maskrcnn/rpn-box/Sigmoid/ReadVariableOp/resource" -> "1223 maskrcnn/rpn-box/Sigmoid_3/ReadVariableOp"; +"1196 maskrcnn/rpn-box/Sigmoid/ReadVariableOp/resource" -> "1231 maskrcnn/rpn-box/Sigmoid_4/ReadVariableOp"; +"1197 maskrcnn/rpn-box/Sigmoid/ReadVariableOp" -> "1198 maskrcnn/rpn-box/Sigmoid"; +"1198 maskrcnn/rpn-box/Sigmoid" -> "1199 maskrcnn/rpn-box/Round"; +"1199 maskrcnn/rpn-box/Round" -> "1202 maskrcnn/rpn-box/mul"; +"1200 maskrcnn/rpn-box/ReadVariableOp/resource" -> "1201 maskrcnn/rpn-box/ReadVariableOp"; +"1200 maskrcnn/rpn-box/ReadVariableOp/resource" -> "1210 maskrcnn/rpn-box/ReadVariableOp_1"; +"1200 maskrcnn/rpn-box/ReadVariableOp/resource" -> "1218 maskrcnn/rpn-box/ReadVariableOp_2"; +"1200 maskrcnn/rpn-box/ReadVariableOp/resource" -> "1226 maskrcnn/rpn-box/ReadVariableOp_3"; +"1200 maskrcnn/rpn-box/ReadVariableOp/resource" -> "1234 maskrcnn/rpn-box/ReadVariableOp_4"; +"1201 maskrcnn/rpn-box/ReadVariableOp" -> "1202 maskrcnn/rpn-box/mul"; +"1202 maskrcnn/rpn-box/mul" -> "1203 maskrcnn/rpn-box/Conv2D"; +"1203 maskrcnn/rpn-box/Conv2D" -> "1206 maskrcnn/rpn-box/BiasAdd"; +"1204 maskrcnn/rpn-box/BiasAdd/ReadVariableOp/resource" -> "1205 maskrcnn/rpn-box/BiasAdd/ReadVariableOp"; +"1204 maskrcnn/rpn-box/BiasAdd/ReadVariableOp/resource" -> "1213 maskrcnn/rpn-box/BiasAdd_1/ReadVariableOp"; +"1204 maskrcnn/rpn-box/BiasAdd/ReadVariableOp/resource" -> "1221 maskrcnn/rpn-box/BiasAdd_2/ReadVariableOp"; +"1204 maskrcnn/rpn-box/BiasAdd/ReadVariableOp/resource" -> "1229 maskrcnn/rpn-box/BiasAdd_3/ReadVariableOp"; +"1204 maskrcnn/rpn-box/BiasAdd/ReadVariableOp/resource" -> "1237 maskrcnn/rpn-box/BiasAdd_4/ReadVariableOp"; +"1205 maskrcnn/rpn-box/BiasAdd/ReadVariableOp" -> "1206 maskrcnn/rpn-box/BiasAdd"; +"1206 maskrcnn/rpn-box/BiasAdd" -> "1240 maskrcnn/tf.reshape_9/Reshape"; +"1206 maskrcnn/rpn-box/BiasAdd" -> "15964 Identity_11"; +"1207 maskrcnn/rpn-box/Sigmoid_1/ReadVariableOp" -> "1208 maskrcnn/rpn-box/Sigmoid_1"; +"1208 maskrcnn/rpn-box/Sigmoid_1" -> "1209 maskrcnn/rpn-box/Round_1"; +"1209 maskrcnn/rpn-box/Round_1" -> "1211 maskrcnn/rpn-box/mul_1"; +"1210 maskrcnn/rpn-box/ReadVariableOp_1" -> "1211 maskrcnn/rpn-box/mul_1"; +"1211 maskrcnn/rpn-box/mul_1" -> "1212 maskrcnn/rpn-box/Conv2D_1"; +"1212 maskrcnn/rpn-box/Conv2D_1" -> "1214 maskrcnn/rpn-box/BiasAdd_1"; +"1213 maskrcnn/rpn-box/BiasAdd_1/ReadVariableOp" -> "1214 maskrcnn/rpn-box/BiasAdd_1"; +"1214 maskrcnn/rpn-box/BiasAdd_1" -> "1242 maskrcnn/tf.reshape_7/Reshape"; +"1214 maskrcnn/rpn-box/BiasAdd_1" -> "15963 Identity_10"; +"1215 maskrcnn/rpn-box/Sigmoid_2/ReadVariableOp" -> "1216 maskrcnn/rpn-box/Sigmoid_2"; +"1216 maskrcnn/rpn-box/Sigmoid_2" -> "1217 maskrcnn/rpn-box/Round_2"; +"1217 maskrcnn/rpn-box/Round_2" -> "1219 maskrcnn/rpn-box/mul_2"; +"1218 maskrcnn/rpn-box/ReadVariableOp_2" -> "1219 maskrcnn/rpn-box/mul_2"; +"1219 maskrcnn/rpn-box/mul_2" -> "1220 maskrcnn/rpn-box/Conv2D_2"; +"1220 maskrcnn/rpn-box/Conv2D_2" -> "1222 maskrcnn/rpn-box/BiasAdd_2"; +"1221 maskrcnn/rpn-box/BiasAdd_2/ReadVariableOp" -> "1222 maskrcnn/rpn-box/BiasAdd_2"; +"1222 maskrcnn/rpn-box/BiasAdd_2" -> "1244 maskrcnn/tf.reshape_5/Reshape"; +"1222 maskrcnn/rpn-box/BiasAdd_2" -> "15962 Identity_9"; +"1223 maskrcnn/rpn-box/Sigmoid_3/ReadVariableOp" -> "1224 maskrcnn/rpn-box/Sigmoid_3"; +"1224 maskrcnn/rpn-box/Sigmoid_3" -> "1225 maskrcnn/rpn-box/Round_3"; +"1225 maskrcnn/rpn-box/Round_3" -> "1227 maskrcnn/rpn-box/mul_3"; +"1226 maskrcnn/rpn-box/ReadVariableOp_3" -> "1227 maskrcnn/rpn-box/mul_3"; +"1227 maskrcnn/rpn-box/mul_3" -> "1228 maskrcnn/rpn-box/Conv2D_3"; +"1228 maskrcnn/rpn-box/Conv2D_3" -> "1230 maskrcnn/rpn-box/BiasAdd_3"; +"1229 maskrcnn/rpn-box/BiasAdd_3/ReadVariableOp" -> "1230 maskrcnn/rpn-box/BiasAdd_3"; +"1230 maskrcnn/rpn-box/BiasAdd_3" -> "1246 maskrcnn/tf.reshape_3/Reshape"; +"1230 maskrcnn/rpn-box/BiasAdd_3" -> "15961 Identity_8"; +"1231 maskrcnn/rpn-box/Sigmoid_4/ReadVariableOp" -> "1232 maskrcnn/rpn-box/Sigmoid_4"; +"1232 maskrcnn/rpn-box/Sigmoid_4" -> "1233 maskrcnn/rpn-box/Round_4"; +"1233 maskrcnn/rpn-box/Round_4" -> "1235 maskrcnn/rpn-box/mul_4"; +"1234 maskrcnn/rpn-box/ReadVariableOp_4" -> "1235 maskrcnn/rpn-box/mul_4"; +"1235 maskrcnn/rpn-box/mul_4" -> "1236 maskrcnn/rpn-box/Conv2D_4"; +"1236 maskrcnn/rpn-box/Conv2D_4" -> "1238 maskrcnn/rpn-box/BiasAdd_4"; +"1237 maskrcnn/rpn-box/BiasAdd_4/ReadVariableOp" -> "1238 maskrcnn/rpn-box/BiasAdd_4"; +"1238 maskrcnn/rpn-box/BiasAdd_4" -> "1248 maskrcnn/tf.reshape_1/Reshape"; +"1238 maskrcnn/rpn-box/BiasAdd_4" -> "15960 Identity_7"; +"1239 maskrcnn/tf.reshape_9/Reshape/shape" -> "1240 maskrcnn/tf.reshape_9/Reshape"; +"1240 maskrcnn/tf.reshape_9/Reshape" -> "1252 maskrcnn/tf.__operators__.getitem_20/strided_slice"; +"1240 maskrcnn/tf.reshape_9/Reshape" -> "1256 maskrcnn/tf.__operators__.getitem_19/strided_slice"; +"1240 maskrcnn/tf.reshape_9/Reshape" -> "1313 maskrcnn/tf.__operators__.getitem_18/strided_slice"; +"1240 maskrcnn/tf.reshape_9/Reshape" -> "1318 maskrcnn/tf.__operators__.getitem_17/strided_slice"; +"1241 maskrcnn/tf.reshape_7/Reshape/shape" -> "1242 maskrcnn/tf.reshape_7/Reshape"; +"1242 maskrcnn/tf.reshape_7/Reshape" -> "1260 maskrcnn/tf.__operators__.getitem_16/strided_slice"; +"1242 maskrcnn/tf.reshape_7/Reshape" -> "1264 maskrcnn/tf.__operators__.getitem_15/strided_slice"; +"1242 maskrcnn/tf.reshape_7/Reshape" -> "1323 maskrcnn/tf.__operators__.getitem_14/strided_slice"; +"1242 maskrcnn/tf.reshape_7/Reshape" -> "1328 maskrcnn/tf.__operators__.getitem_13/strided_slice"; +"1243 maskrcnn/tf.reshape_5/Reshape/shape" -> "1244 maskrcnn/tf.reshape_5/Reshape"; +"1244 maskrcnn/tf.reshape_5/Reshape" -> "1268 maskrcnn/tf.__operators__.getitem_12/strided_slice"; +"1244 maskrcnn/tf.reshape_5/Reshape" -> "1272 maskrcnn/tf.__operators__.getitem_11/strided_slice"; +"1244 maskrcnn/tf.reshape_5/Reshape" -> "1333 maskrcnn/tf.__operators__.getitem_10/strided_slice"; +"1244 maskrcnn/tf.reshape_5/Reshape" -> "1338 maskrcnn/tf.__operators__.getitem_9/strided_slice"; +"1245 maskrcnn/tf.reshape_3/Reshape/shape" -> "1246 maskrcnn/tf.reshape_3/Reshape"; +"1246 maskrcnn/tf.reshape_3/Reshape" -> "1276 maskrcnn/tf.__operators__.getitem_8/strided_slice"; +"1246 maskrcnn/tf.reshape_3/Reshape" -> "1280 maskrcnn/tf.__operators__.getitem_7/strided_slice"; +"1246 maskrcnn/tf.reshape_3/Reshape" -> "1343 maskrcnn/tf.__operators__.getitem_6/strided_slice"; +"1246 maskrcnn/tf.reshape_3/Reshape" -> "1348 maskrcnn/tf.__operators__.getitem_5/strided_slice"; +"1247 maskrcnn/tf.reshape_1/Reshape/shape" -> "1248 maskrcnn/tf.reshape_1/Reshape"; +"1248 maskrcnn/tf.reshape_1/Reshape" -> "1284 maskrcnn/tf.__operators__.getitem_4/strided_slice"; +"1248 maskrcnn/tf.reshape_1/Reshape" -> "1288 maskrcnn/tf.__operators__.getitem_3/strided_slice"; +"1248 maskrcnn/tf.reshape_1/Reshape" -> "1353 maskrcnn/tf.__operators__.getitem_2/strided_slice"; +"1248 maskrcnn/tf.reshape_1/Reshape" -> "1358 maskrcnn/tf.__operators__.getitem_1/strided_slice"; +"1249 maskrcnn/tf.__operators__.getitem_20/strided_slice/stack" -> "1252 maskrcnn/tf.__operators__.getitem_20/strided_slice"; +"1250 maskrcnn/tf.__operators__.getitem_20/strided_slice/stack_1" -> "1252 maskrcnn/tf.__operators__.getitem_20/strided_slice"; +"1251 maskrcnn/tf.__operators__.getitem_20/strided_slice/stack_2" -> "1252 maskrcnn/tf.__operators__.getitem_20/strided_slice"; +"1252 maskrcnn/tf.__operators__.getitem_20/strided_slice" -> "1290 maskrcnn/tf.math.minimum_13/Minimum"; +"1253 maskrcnn/tf.__operators__.getitem_19/strided_slice/stack" -> "1256 maskrcnn/tf.__operators__.getitem_19/strided_slice"; +"1254 maskrcnn/tf.__operators__.getitem_19/strided_slice/stack_1" -> "1256 maskrcnn/tf.__operators__.getitem_19/strided_slice"; +"1255 maskrcnn/tf.__operators__.getitem_19/strided_slice/stack_2" -> "1256 maskrcnn/tf.__operators__.getitem_19/strided_slice"; +"1256 maskrcnn/tf.__operators__.getitem_19/strided_slice" -> "1292 maskrcnn/tf.math.minimum_12/Minimum"; +"1257 maskrcnn/tf.__operators__.getitem_16/strided_slice/stack" -> "1260 maskrcnn/tf.__operators__.getitem_16/strided_slice"; +"1258 maskrcnn/tf.__operators__.getitem_16/strided_slice/stack_1" -> "1260 maskrcnn/tf.__operators__.getitem_16/strided_slice"; +"1259 maskrcnn/tf.__operators__.getitem_16/strided_slice/stack_2" -> "1260 maskrcnn/tf.__operators__.getitem_16/strided_slice"; +"1260 maskrcnn/tf.__operators__.getitem_16/strided_slice" -> "1294 maskrcnn/tf.math.minimum_10/Minimum"; +"1261 maskrcnn/tf.__operators__.getitem_15/strided_slice/stack" -> "1264 maskrcnn/tf.__operators__.getitem_15/strided_slice"; +"1262 maskrcnn/tf.__operators__.getitem_15/strided_slice/stack_1" -> "1264 maskrcnn/tf.__operators__.getitem_15/strided_slice"; +"1263 maskrcnn/tf.__operators__.getitem_15/strided_slice/stack_2" -> "1264 maskrcnn/tf.__operators__.getitem_15/strided_slice"; +"1264 maskrcnn/tf.__operators__.getitem_15/strided_slice" -> "1296 maskrcnn/tf.math.minimum_9/Minimum"; +"1265 maskrcnn/tf.__operators__.getitem_12/strided_slice/stack" -> "1268 maskrcnn/tf.__operators__.getitem_12/strided_slice"; +"1266 maskrcnn/tf.__operators__.getitem_12/strided_slice/stack_1" -> "1268 maskrcnn/tf.__operators__.getitem_12/strided_slice"; +"1267 maskrcnn/tf.__operators__.getitem_12/strided_slice/stack_2" -> "1268 maskrcnn/tf.__operators__.getitem_12/strided_slice"; +"1268 maskrcnn/tf.__operators__.getitem_12/strided_slice" -> "1298 maskrcnn/tf.math.minimum_7/Minimum"; +"1269 maskrcnn/tf.__operators__.getitem_11/strided_slice/stack" -> "1272 maskrcnn/tf.__operators__.getitem_11/strided_slice"; +"1270 maskrcnn/tf.__operators__.getitem_11/strided_slice/stack_1" -> "1272 maskrcnn/tf.__operators__.getitem_11/strided_slice"; +"1271 maskrcnn/tf.__operators__.getitem_11/strided_slice/stack_2" -> "1272 maskrcnn/tf.__operators__.getitem_11/strided_slice"; +"1272 maskrcnn/tf.__operators__.getitem_11/strided_slice" -> "1300 maskrcnn/tf.math.minimum_6/Minimum"; +"1273 maskrcnn/tf.__operators__.getitem_8/strided_slice/stack" -> "1276 maskrcnn/tf.__operators__.getitem_8/strided_slice"; +"1274 maskrcnn/tf.__operators__.getitem_8/strided_slice/stack_1" -> "1276 maskrcnn/tf.__operators__.getitem_8/strided_slice"; +"1275 maskrcnn/tf.__operators__.getitem_8/strided_slice/stack_2" -> "1276 maskrcnn/tf.__operators__.getitem_8/strided_slice"; +"1276 maskrcnn/tf.__operators__.getitem_8/strided_slice" -> "1302 maskrcnn/tf.math.minimum_4/Minimum"; +"1277 maskrcnn/tf.__operators__.getitem_7/strided_slice/stack" -> "1280 maskrcnn/tf.__operators__.getitem_7/strided_slice"; +"1278 maskrcnn/tf.__operators__.getitem_7/strided_slice/stack_1" -> "1280 maskrcnn/tf.__operators__.getitem_7/strided_slice"; +"1279 maskrcnn/tf.__operators__.getitem_7/strided_slice/stack_2" -> "1280 maskrcnn/tf.__operators__.getitem_7/strided_slice"; +"1280 maskrcnn/tf.__operators__.getitem_7/strided_slice" -> "1304 maskrcnn/tf.math.minimum_3/Minimum"; +"1281 maskrcnn/tf.__operators__.getitem_4/strided_slice/stack" -> "1284 maskrcnn/tf.__operators__.getitem_4/strided_slice"; +"1282 maskrcnn/tf.__operators__.getitem_4/strided_slice/stack_1" -> "1284 maskrcnn/tf.__operators__.getitem_4/strided_slice"; +"1283 maskrcnn/tf.__operators__.getitem_4/strided_slice/stack_2" -> "1284 maskrcnn/tf.__operators__.getitem_4/strided_slice"; +"1284 maskrcnn/tf.__operators__.getitem_4/strided_slice" -> "1306 maskrcnn/tf.math.minimum_1/Minimum"; +"1285 maskrcnn/tf.__operators__.getitem_3/strided_slice/stack" -> "1288 maskrcnn/tf.__operators__.getitem_3/strided_slice"; +"1286 maskrcnn/tf.__operators__.getitem_3/strided_slice/stack_1" -> "1288 maskrcnn/tf.__operators__.getitem_3/strided_slice"; +"1287 maskrcnn/tf.__operators__.getitem_3/strided_slice/stack_2" -> "1288 maskrcnn/tf.__operators__.getitem_3/strided_slice"; +"1288 maskrcnn/tf.__operators__.getitem_3/strided_slice" -> "1308 maskrcnn/tf.math.minimum/Minimum"; +"1289 maskrcnn/tf.math.minimum_13/Minimum/y" -> "1290 maskrcnn/tf.math.minimum_13/Minimum"; +"1290 maskrcnn/tf.math.minimum_13/Minimum" -> "1309 maskrcnn/tf.math.exp_9/Exp"; +"1291 maskrcnn/tf.math.minimum_12/Minimum/y" -> "1292 maskrcnn/tf.math.minimum_12/Minimum"; +"1292 maskrcnn/tf.math.minimum_12/Minimum" -> "1314 maskrcnn/tf.math.exp_8/Exp"; +"1293 maskrcnn/tf.math.minimum_10/Minimum/y" -> "1294 maskrcnn/tf.math.minimum_10/Minimum"; +"1294 maskrcnn/tf.math.minimum_10/Minimum" -> "1319 maskrcnn/tf.math.exp_7/Exp"; +"1295 maskrcnn/tf.math.minimum_9/Minimum/y" -> "1296 maskrcnn/tf.math.minimum_9/Minimum"; +"1296 maskrcnn/tf.math.minimum_9/Minimum" -> "1324 maskrcnn/tf.math.exp_6/Exp"; +"1297 maskrcnn/tf.math.minimum_7/Minimum/y" -> "1298 maskrcnn/tf.math.minimum_7/Minimum"; +"1298 maskrcnn/tf.math.minimum_7/Minimum" -> "1329 maskrcnn/tf.math.exp_5/Exp"; +"1299 maskrcnn/tf.math.minimum_6/Minimum/y" -> "1300 maskrcnn/tf.math.minimum_6/Minimum"; +"1300 maskrcnn/tf.math.minimum_6/Minimum" -> "1334 maskrcnn/tf.math.exp_4/Exp"; +"1301 maskrcnn/tf.math.minimum_4/Minimum/y" -> "1302 maskrcnn/tf.math.minimum_4/Minimum"; +"1302 maskrcnn/tf.math.minimum_4/Minimum" -> "1339 maskrcnn/tf.math.exp_3/Exp"; +"1303 maskrcnn/tf.math.minimum_3/Minimum/y" -> "1304 maskrcnn/tf.math.minimum_3/Minimum"; +"1304 maskrcnn/tf.math.minimum_3/Minimum" -> "1344 maskrcnn/tf.math.exp_2/Exp"; +"1305 maskrcnn/tf.math.minimum_1/Minimum/y" -> "1306 maskrcnn/tf.math.minimum_1/Minimum"; +"1306 maskrcnn/tf.math.minimum_1/Minimum" -> "1349 maskrcnn/tf.math.exp_1/Exp"; +"1307 maskrcnn/tf.math.minimum/Minimum/y" -> "1308 maskrcnn/tf.math.minimum/Minimum"; +"1308 maskrcnn/tf.math.minimum/Minimum" -> "1354 maskrcnn/tf.math.exp/Exp"; +"1309 maskrcnn/tf.math.exp_9/Exp" -> "1360 maskrcnn/tf.math.multiply_27/Mul"; +"1310 maskrcnn/tf.__operators__.getitem_18/strided_slice/stack" -> "1313 maskrcnn/tf.__operators__.getitem_18/strided_slice"; +"1311 maskrcnn/tf.__operators__.getitem_18/strided_slice/stack_1" -> "1313 maskrcnn/tf.__operators__.getitem_18/strided_slice"; +"1312 maskrcnn/tf.__operators__.getitem_18/strided_slice/stack_2" -> "1313 maskrcnn/tf.__operators__.getitem_18/strided_slice"; +"1313 maskrcnn/tf.__operators__.getitem_18/strided_slice" -> "1364 maskrcnn/tf.math.multiply_25/Mul"; +"1314 maskrcnn/tf.math.exp_8/Exp" -> "1362 maskrcnn/tf.math.multiply_26/Mul"; +"1315 maskrcnn/tf.__operators__.getitem_17/strided_slice/stack" -> "1318 maskrcnn/tf.__operators__.getitem_17/strided_slice"; +"1316 maskrcnn/tf.__operators__.getitem_17/strided_slice/stack_1" -> "1318 maskrcnn/tf.__operators__.getitem_17/strided_slice"; +"1317 maskrcnn/tf.__operators__.getitem_17/strided_slice/stack_2" -> "1318 maskrcnn/tf.__operators__.getitem_17/strided_slice"; +"1318 maskrcnn/tf.__operators__.getitem_17/strided_slice" -> "1366 maskrcnn/tf.math.multiply_24/Mul"; +"1319 maskrcnn/tf.math.exp_7/Exp" -> "1368 maskrcnn/tf.math.multiply_21/Mul"; 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maskrcnn/tf.__operators__.getitem_13/strided_slice" -> "1374 maskrcnn/tf.math.multiply_18/Mul"; +"1329 maskrcnn/tf.math.exp_5/Exp" -> "1376 maskrcnn/tf.math.multiply_15/Mul"; +"1330 maskrcnn/tf.__operators__.getitem_10/strided_slice/stack" -> "1333 maskrcnn/tf.__operators__.getitem_10/strided_slice"; +"1331 maskrcnn/tf.__operators__.getitem_10/strided_slice/stack_1" -> "1333 maskrcnn/tf.__operators__.getitem_10/strided_slice"; +"1332 maskrcnn/tf.__operators__.getitem_10/strided_slice/stack_2" -> "1333 maskrcnn/tf.__operators__.getitem_10/strided_slice"; +"1333 maskrcnn/tf.__operators__.getitem_10/strided_slice" -> "1380 maskrcnn/tf.math.multiply_13/Mul"; +"1334 maskrcnn/tf.math.exp_4/Exp" -> "1378 maskrcnn/tf.math.multiply_14/Mul"; +"1335 maskrcnn/tf.__operators__.getitem_9/strided_slice/stack" -> "1338 maskrcnn/tf.__operators__.getitem_9/strided_slice"; +"1336 maskrcnn/tf.__operators__.getitem_9/strided_slice/stack_1" -> "1338 maskrcnn/tf.__operators__.getitem_9/strided_slice"; +"1337 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maskrcnn/tf.math.subtract_12/Sub" -> "1584 maskrcnn/tf.stack_1/stack"; +"1508 maskrcnn/tf.math.subtract_13/Sub/y" -> "1509 maskrcnn/tf.math.subtract_13/Sub"; +"1509 maskrcnn/tf.math.subtract_13/Sub" -> "1584 maskrcnn/tf.stack_1/stack"; +"1510 maskrcnn/tf.math.subtract_14/Sub/y" -> "1511 maskrcnn/tf.math.subtract_14/Sub"; +"1511 maskrcnn/tf.math.subtract_14/Sub" -> "1584 maskrcnn/tf.stack_1/stack"; +"1512 maskrcnn/tf.math.subtract_15/Sub/y" -> "1513 maskrcnn/tf.math.subtract_15/Sub"; +"1513 maskrcnn/tf.math.subtract_15/Sub" -> "1584 maskrcnn/tf.stack_1/stack"; +"1514 maskrcnn/tf.math.subtract_10/Sub/y" -> "1515 maskrcnn/tf.math.subtract_10/Sub"; +"1515 maskrcnn/tf.math.subtract_10/Sub" -> "1583 maskrcnn/tf.concat_1/concat"; +"1516 maskrcnn/tf.math.subtract_11/Sub/y" -> "1517 maskrcnn/tf.math.subtract_11/Sub"; +"1517 maskrcnn/tf.math.subtract_11/Sub" -> "1583 maskrcnn/tf.concat_1/concat"; +"1518 maskrcnn/tf.math.subtract_4/Sub/y" -> "1519 maskrcnn/tf.math.subtract_4/Sub"; +"1519 maskrcnn/tf.math.subtract_4/Sub" -> "1587 maskrcnn/tf.stack/stack"; +"1520 maskrcnn/tf.math.subtract_5/Sub/y" -> "1521 maskrcnn/tf.math.subtract_5/Sub"; +"1521 maskrcnn/tf.math.subtract_5/Sub" -> "1587 maskrcnn/tf.stack/stack"; +"1522 maskrcnn/tf.math.subtract_6/Sub/y" -> "1523 maskrcnn/tf.math.subtract_6/Sub"; +"1523 maskrcnn/tf.math.subtract_6/Sub" -> "1587 maskrcnn/tf.stack/stack"; +"1524 maskrcnn/tf.math.subtract_7/Sub/y" -> "1525 maskrcnn/tf.math.subtract_7/Sub"; +"1525 maskrcnn/tf.math.subtract_7/Sub" -> "1587 maskrcnn/tf.stack/stack"; +"1526 maskrcnn/tf.math.subtract_2/Sub/y" -> "1527 maskrcnn/tf.math.subtract_2/Sub"; +"1527 maskrcnn/tf.math.subtract_2/Sub" -> "1586 maskrcnn/tf.concat/concat"; +"1528 maskrcnn/tf.math.subtract_3/Sub/y" -> "1529 maskrcnn/tf.math.subtract_3/Sub"; +"1529 maskrcnn/tf.math.subtract_3/Sub" -> "1586 maskrcnn/tf.concat/concat"; +"1530 maskrcnn/rpn-class/Sigmoid/ReadVariableOp/resource" -> "1531 maskrcnn/rpn-class/Sigmoid/ReadVariableOp"; +"1530 maskrcnn/rpn-class/Sigmoid/ReadVariableOp/resource" -> "1541 maskrcnn/rpn-class/Sigmoid_1/ReadVariableOp"; +"1530 maskrcnn/rpn-class/Sigmoid/ReadVariableOp/resource" -> "1549 maskrcnn/rpn-class/Sigmoid_2/ReadVariableOp"; +"1530 maskrcnn/rpn-class/Sigmoid/ReadVariableOp/resource" -> "1557 maskrcnn/rpn-class/Sigmoid_3/ReadVariableOp"; +"1530 maskrcnn/rpn-class/Sigmoid/ReadVariableOp/resource" -> "1565 maskrcnn/rpn-class/Sigmoid_4/ReadVariableOp"; +"1531 maskrcnn/rpn-class/Sigmoid/ReadVariableOp" -> "1532 maskrcnn/rpn-class/Sigmoid"; +"1532 maskrcnn/rpn-class/Sigmoid" -> "1533 maskrcnn/rpn-class/Round"; +"1533 maskrcnn/rpn-class/Round" -> "1536 maskrcnn/rpn-class/mul"; +"1534 maskrcnn/rpn-class/ReadVariableOp/resource" -> "1535 maskrcnn/rpn-class/ReadVariableOp"; +"1534 maskrcnn/rpn-class/ReadVariableOp/resource" -> "1544 maskrcnn/rpn-class/ReadVariableOp_1"; +"1534 maskrcnn/rpn-class/ReadVariableOp/resource" -> "1552 maskrcnn/rpn-class/ReadVariableOp_2"; +"1534 maskrcnn/rpn-class/ReadVariableOp/resource" -> "1560 maskrcnn/rpn-class/ReadVariableOp_3"; +"1534 maskrcnn/rpn-class/ReadVariableOp/resource" -> "1568 maskrcnn/rpn-class/ReadVariableOp_4"; +"1535 maskrcnn/rpn-class/ReadVariableOp" -> "1536 maskrcnn/rpn-class/mul"; +"1536 maskrcnn/rpn-class/mul" -> "1537 maskrcnn/rpn-class/Conv2D"; +"1537 maskrcnn/rpn-class/Conv2D" -> "1540 maskrcnn/rpn-class/BiasAdd"; +"1538 maskrcnn/rpn-class/BiasAdd/ReadVariableOp/resource" -> "1539 maskrcnn/rpn-class/BiasAdd/ReadVariableOp"; +"1538 maskrcnn/rpn-class/BiasAdd/ReadVariableOp/resource" -> "1547 maskrcnn/rpn-class/BiasAdd_1/ReadVariableOp"; +"1538 maskrcnn/rpn-class/BiasAdd/ReadVariableOp/resource" -> "1555 maskrcnn/rpn-class/BiasAdd_2/ReadVariableOp"; +"1538 maskrcnn/rpn-class/BiasAdd/ReadVariableOp/resource" -> "1563 maskrcnn/rpn-class/BiasAdd_3/ReadVariableOp"; +"1538 maskrcnn/rpn-class/BiasAdd/ReadVariableOp/resource" -> "1571 maskrcnn/rpn-class/BiasAdd_4/ReadVariableOp"; +"1539 maskrcnn/rpn-class/BiasAdd/ReadVariableOp" -> "1540 maskrcnn/rpn-class/BiasAdd"; +"1540 maskrcnn/rpn-class/BiasAdd" -> "1589 maskrcnn/tf.reshape_8/Reshape"; +"1540 maskrcnn/rpn-class/BiasAdd" -> "15969 Identity_16"; +"1541 maskrcnn/rpn-class/Sigmoid_1/ReadVariableOp" -> "1542 maskrcnn/rpn-class/Sigmoid_1"; +"1542 maskrcnn/rpn-class/Sigmoid_1" -> "1543 maskrcnn/rpn-class/Round_1"; +"1543 maskrcnn/rpn-class/Round_1" -> "1545 maskrcnn/rpn-class/mul_1"; +"1544 maskrcnn/rpn-class/ReadVariableOp_1" -> "1545 maskrcnn/rpn-class/mul_1"; +"1545 maskrcnn/rpn-class/mul_1" -> "1546 maskrcnn/rpn-class/Conv2D_1"; +"1546 maskrcnn/rpn-class/Conv2D_1" -> "1548 maskrcnn/rpn-class/BiasAdd_1"; +"1547 maskrcnn/rpn-class/BiasAdd_1/ReadVariableOp" -> "1548 maskrcnn/rpn-class/BiasAdd_1"; +"1548 maskrcnn/rpn-class/BiasAdd_1" -> "1592 maskrcnn/tf.reshape_6/Reshape"; +"1548 maskrcnn/rpn-class/BiasAdd_1" -> "15968 Identity_15"; +"1549 maskrcnn/rpn-class/Sigmoid_2/ReadVariableOp" -> "1550 maskrcnn/rpn-class/Sigmoid_2"; +"1550 maskrcnn/rpn-class/Sigmoid_2" -> "1551 maskrcnn/rpn-class/Round_2"; +"1551 maskrcnn/rpn-class/Round_2" -> "1553 maskrcnn/rpn-class/mul_2"; +"1552 maskrcnn/rpn-class/ReadVariableOp_2" -> "1553 maskrcnn/rpn-class/mul_2"; +"1553 maskrcnn/rpn-class/mul_2" -> "1554 maskrcnn/rpn-class/Conv2D_2"; +"1554 maskrcnn/rpn-class/Conv2D_2" -> "1556 maskrcnn/rpn-class/BiasAdd_2"; +"1555 maskrcnn/rpn-class/BiasAdd_2/ReadVariableOp" -> "1556 maskrcnn/rpn-class/BiasAdd_2"; +"1556 maskrcnn/rpn-class/BiasAdd_2" -> "1595 maskrcnn/tf.reshape_4/Reshape"; +"1556 maskrcnn/rpn-class/BiasAdd_2" -> "15967 Identity_14"; +"1557 maskrcnn/rpn-class/Sigmoid_3/ReadVariableOp" -> "1558 maskrcnn/rpn-class/Sigmoid_3"; +"1558 maskrcnn/rpn-class/Sigmoid_3" -> "1559 maskrcnn/rpn-class/Round_3"; +"1559 maskrcnn/rpn-class/Round_3" -> "1561 maskrcnn/rpn-class/mul_3"; +"1560 maskrcnn/rpn-class/ReadVariableOp_3" -> "1561 maskrcnn/rpn-class/mul_3"; +"1561 maskrcnn/rpn-class/mul_3" -> "1562 maskrcnn/rpn-class/Conv2D_3"; +"1562 maskrcnn/rpn-class/Conv2D_3" -> "1564 maskrcnn/rpn-class/BiasAdd_3"; +"1563 maskrcnn/rpn-class/BiasAdd_3/ReadVariableOp" -> "1564 maskrcnn/rpn-class/BiasAdd_3"; +"1564 maskrcnn/rpn-class/BiasAdd_3" -> "1598 maskrcnn/tf.reshape_2/Reshape"; +"1564 maskrcnn/rpn-class/BiasAdd_3" -> "15966 Identity_13"; +"1565 maskrcnn/rpn-class/Sigmoid_4/ReadVariableOp" -> "1566 maskrcnn/rpn-class/Sigmoid_4"; +"1566 maskrcnn/rpn-class/Sigmoid_4" -> "1567 maskrcnn/rpn-class/Round_4"; +"1567 maskrcnn/rpn-class/Round_4" -> "1569 maskrcnn/rpn-class/mul_4"; +"1568 maskrcnn/rpn-class/ReadVariableOp_4" -> "1569 maskrcnn/rpn-class/mul_4"; +"1569 maskrcnn/rpn-class/mul_4" -> "1570 maskrcnn/rpn-class/Conv2D_4"; +"1570 maskrcnn/rpn-class/Conv2D_4" -> "1572 maskrcnn/rpn-class/BiasAdd_4"; +"1571 maskrcnn/rpn-class/BiasAdd_4/ReadVariableOp" -> "1572 maskrcnn/rpn-class/BiasAdd_4"; +"1572 maskrcnn/rpn-class/BiasAdd_4" -> "1601 maskrcnn/tf.reshape/Reshape"; +"1572 maskrcnn/rpn-class/BiasAdd_4" -> "15965 Identity_12"; +"1573 maskrcnn/tf.concat_4/concat/axis" -> "1574 maskrcnn/tf.concat_4/concat"; +"1574 maskrcnn/tf.concat_4/concat" -> "1590 maskrcnn/tf.math.minimum_14/Minimum"; +"1575 maskrcnn/tf.stack_4/stack" -> "1590 maskrcnn/tf.math.minimum_14/Minimum"; +"1576 maskrcnn/tf.concat_3/concat/axis" -> "1577 maskrcnn/tf.concat_3/concat"; +"1577 maskrcnn/tf.concat_3/concat" -> "1593 maskrcnn/tf.math.minimum_11/Minimum"; +"1578 maskrcnn/tf.stack_3/stack" -> "1593 maskrcnn/tf.math.minimum_11/Minimum"; +"1579 maskrcnn/tf.concat_2/concat/axis" -> "1580 maskrcnn/tf.concat_2/concat"; +"1580 maskrcnn/tf.concat_2/concat" -> "1596 maskrcnn/tf.math.minimum_8/Minimum"; +"1581 maskrcnn/tf.stack_2/stack" -> "1596 maskrcnn/tf.math.minimum_8/Minimum"; +"1582 maskrcnn/tf.concat_1/concat/axis" -> "1583 maskrcnn/tf.concat_1/concat"; +"1583 maskrcnn/tf.concat_1/concat" -> "1599 maskrcnn/tf.math.minimum_5/Minimum"; +"1584 maskrcnn/tf.stack_1/stack" -> "1599 maskrcnn/tf.math.minimum_5/Minimum"; +"1585 maskrcnn/tf.concat/concat/axis" -> "1586 maskrcnn/tf.concat/concat"; +"1586 maskrcnn/tf.concat/concat" -> "1602 maskrcnn/tf.math.minimum_2/Minimum"; +"1587 maskrcnn/tf.stack/stack" -> "1602 maskrcnn/tf.math.minimum_2/Minimum"; +"1588 maskrcnn/tf.reshape_8/Reshape/shape" -> "1589 maskrcnn/tf.reshape_8/Reshape"; +"1589 maskrcnn/tf.reshape_8/Reshape" -> "1603 maskrcnn/tf.math.sigmoid_4/Sigmoid"; +"1590 maskrcnn/tf.math.minimum_14/Minimum" -> "1605 maskrcnn/tf.math.maximum_4/Maximum"; +"1591 maskrcnn/tf.reshape_6/Reshape/shape" -> "1592 maskrcnn/tf.reshape_6/Reshape"; +"1592 maskrcnn/tf.reshape_6/Reshape" -> "1606 maskrcnn/tf.math.sigmoid_3/Sigmoid"; +"1593 maskrcnn/tf.math.minimum_11/Minimum" -> "1608 maskrcnn/tf.math.maximum_3/Maximum"; +"1594 maskrcnn/tf.reshape_4/Reshape/shape" -> "1595 maskrcnn/tf.reshape_4/Reshape"; +"1595 maskrcnn/tf.reshape_4/Reshape" -> "1609 maskrcnn/tf.math.sigmoid_2/Sigmoid"; +"1596 maskrcnn/tf.math.minimum_8/Minimum" -> "1611 maskrcnn/tf.math.maximum_2/Maximum"; +"1597 maskrcnn/tf.reshape_2/Reshape/shape" -> "1598 maskrcnn/tf.reshape_2/Reshape"; +"1598 maskrcnn/tf.reshape_2/Reshape" -> "1612 maskrcnn/tf.math.sigmoid_1/Sigmoid"; +"1599 maskrcnn/tf.math.minimum_5/Minimum" -> "1614 maskrcnn/tf.math.maximum_1/Maximum"; +"1600 maskrcnn/tf.reshape/Reshape/shape" -> "1601 maskrcnn/tf.reshape/Reshape"; +"1601 maskrcnn/tf.reshape/Reshape" -> "1615 maskrcnn/tf.math.sigmoid/Sigmoid"; +"1602 maskrcnn/tf.math.minimum_2/Minimum" -> "1617 maskrcnn/tf.math.maximum/Maximum"; +"1603 maskrcnn/tf.math.sigmoid_4/Sigmoid" -> "1621 maskrcnn/tf.expand_dims_10/ExpandDims"; +"1604 maskrcnn/tf.math.maximum_4/Maximum/y" -> "1605 maskrcnn/tf.math.maximum_4/Maximum"; +"1605 maskrcnn/tf.math.maximum_4/Maximum" -> "1619 maskrcnn/tf.expand_dims_9/ExpandDims"; +"1606 maskrcnn/tf.math.sigmoid_3/Sigmoid" -> "1625 maskrcnn/tf.expand_dims_8/ExpandDims"; +"1607 maskrcnn/tf.math.maximum_3/Maximum/y" -> "1608 maskrcnn/tf.math.maximum_3/Maximum"; +"1608 maskrcnn/tf.math.maximum_3/Maximum" -> "1623 maskrcnn/tf.expand_dims_7/ExpandDims"; +"1609 maskrcnn/tf.math.sigmoid_2/Sigmoid" -> "1629 maskrcnn/tf.expand_dims_6/ExpandDims"; +"1610 maskrcnn/tf.math.maximum_2/Maximum/y" -> "1611 maskrcnn/tf.math.maximum_2/Maximum"; +"1611 maskrcnn/tf.math.maximum_2/Maximum" -> "1627 maskrcnn/tf.expand_dims_5/ExpandDims"; +"1612 maskrcnn/tf.math.sigmoid_1/Sigmoid" -> "1633 maskrcnn/tf.expand_dims_4/ExpandDims"; +"1613 maskrcnn/tf.math.maximum_1/Maximum/y" -> "1614 maskrcnn/tf.math.maximum_1/Maximum"; +"1614 maskrcnn/tf.math.maximum_1/Maximum" -> "1631 maskrcnn/tf.expand_dims_3/ExpandDims"; +"1615 maskrcnn/tf.math.sigmoid/Sigmoid" -> "1637 maskrcnn/tf.expand_dims_2/ExpandDims"; +"1616 maskrcnn/tf.math.maximum/Maximum/y" -> "1617 maskrcnn/tf.math.maximum/Maximum"; +"1617 maskrcnn/tf.math.maximum/Maximum" -> "1635 maskrcnn/tf.expand_dims_1/ExpandDims"; +"1618 maskrcnn/tf.expand_dims_9/ExpandDims/dim" -> "1619 maskrcnn/tf.expand_dims_9/ExpandDims"; +"1619 maskrcnn/tf.expand_dims_9/ExpandDims" -> "1662 maskrcnn/tf.image.combined_non_max_suppression_4/combined_non_max_suppression/CombinedNonMaxSuppression"; +"1620 maskrcnn/tf.expand_dims_10/ExpandDims/dim" -> "1621 maskrcnn/tf.expand_dims_10/ExpandDims"; +"1621 maskrcnn/tf.expand_dims_10/ExpandDims" -> "1662 maskrcnn/tf.image.combined_non_max_suppression_4/combined_non_max_suppression/CombinedNonMaxSuppression"; +"1622 maskrcnn/tf.expand_dims_7/ExpandDims/dim" -> "1623 maskrcnn/tf.expand_dims_7/ExpandDims"; +"1623 maskrcnn/tf.expand_dims_7/ExpandDims" -> "1657 maskrcnn/tf.image.combined_non_max_suppression_3/combined_non_max_suppression/CombinedNonMaxSuppression"; +"1624 maskrcnn/tf.expand_dims_8/ExpandDims/dim" -> "1625 maskrcnn/tf.expand_dims_8/ExpandDims"; +"1625 maskrcnn/tf.expand_dims_8/ExpandDims" -> "1657 maskrcnn/tf.image.combined_non_max_suppression_3/combined_non_max_suppression/CombinedNonMaxSuppression"; +"1626 maskrcnn/tf.expand_dims_5/ExpandDims/dim" -> "1627 maskrcnn/tf.expand_dims_5/ExpandDims"; +"1627 maskrcnn/tf.expand_dims_5/ExpandDims" -> "1652 maskrcnn/tf.image.combined_non_max_suppression_2/combined_non_max_suppression/CombinedNonMaxSuppression"; +"1628 maskrcnn/tf.expand_dims_6/ExpandDims/dim" -> "1629 maskrcnn/tf.expand_dims_6/ExpandDims"; +"1629 maskrcnn/tf.expand_dims_6/ExpandDims" -> "1652 maskrcnn/tf.image.combined_non_max_suppression_2/combined_non_max_suppression/CombinedNonMaxSuppression"; +"1630 maskrcnn/tf.expand_dims_3/ExpandDims/dim" -> "1631 maskrcnn/tf.expand_dims_3/ExpandDims"; +"1631 maskrcnn/tf.expand_dims_3/ExpandDims" -> "1647 maskrcnn/tf.image.combined_non_max_suppression_1/combined_non_max_suppression/CombinedNonMaxSuppression"; +"1632 maskrcnn/tf.expand_dims_4/ExpandDims/dim" -> "1633 maskrcnn/tf.expand_dims_4/ExpandDims"; +"1633 maskrcnn/tf.expand_dims_4/ExpandDims" -> "1647 maskrcnn/tf.image.combined_non_max_suppression_1/combined_non_max_suppression/CombinedNonMaxSuppression"; +"1634 maskrcnn/tf.expand_dims_1/ExpandDims/dim" -> "1635 maskrcnn/tf.expand_dims_1/ExpandDims"; +"1635 maskrcnn/tf.expand_dims_1/ExpandDims" -> "1642 maskrcnn/tf.image.combined_non_max_suppression/combined_non_max_suppression/CombinedNonMaxSuppression"; +"1636 maskrcnn/tf.expand_dims_2/ExpandDims/dim" -> "1637 maskrcnn/tf.expand_dims_2/ExpandDims"; +"1637 maskrcnn/tf.expand_dims_2/ExpandDims" -> "1642 maskrcnn/tf.image.combined_non_max_suppression/combined_non_max_suppression/CombinedNonMaxSuppression"; +"1638 maskrcnn/tf.image.combined_non_max_suppression/combined_non_max_suppression/iou_threshold" -> "1642 maskrcnn/tf.image.combined_non_max_suppression/combined_non_max_suppression/CombinedNonMaxSuppression"; +"1639 maskrcnn/tf.image.combined_non_max_suppression/combined_non_max_suppression/score_threshold" -> "1642 maskrcnn/tf.image.combined_non_max_suppression/combined_non_max_suppression/CombinedNonMaxSuppression"; +"1640 maskrcnn/tf.image.combined_non_max_suppression/combined_non_max_suppression/Const" -> "1642 maskrcnn/tf.image.combined_non_max_suppression/combined_non_max_suppression/CombinedNonMaxSuppression"; +"1641 maskrcnn/tf.image.combined_non_max_suppression/combined_non_max_suppression/CombinedNonMaxSuppression/max_output_size_per_class" -> "1642 maskrcnn/tf.image.combined_non_max_suppression/combined_non_max_suppression/CombinedNonMaxSuppression"; +"1642 maskrcnn/tf.image.combined_non_max_suppression/combined_non_max_suppression/CombinedNonMaxSuppression" -> "1664 maskrcnn/tf.concat_6/concat"; +"1642 maskrcnn/tf.image.combined_non_max_suppression/combined_non_max_suppression/CombinedNonMaxSuppression" -> "1687 maskrcnn/tf.concat_5/concat"; +"1643 maskrcnn/tf.image.combined_non_max_suppression_1/combined_non_max_suppression/iou_threshold" -> "1647 maskrcnn/tf.image.combined_non_max_suppression_1/combined_non_max_suppression/CombinedNonMaxSuppression"; +"1644 maskrcnn/tf.image.combined_non_max_suppression_1/combined_non_max_suppression/score_threshold" -> "1647 maskrcnn/tf.image.combined_non_max_suppression_1/combined_non_max_suppression/CombinedNonMaxSuppression"; +"1645 maskrcnn/tf.image.combined_non_max_suppression_1/combined_non_max_suppression/Const" -> "1647 maskrcnn/tf.image.combined_non_max_suppression_1/combined_non_max_suppression/CombinedNonMaxSuppression"; +"1646 maskrcnn/tf.image.combined_non_max_suppression_1/combined_non_max_suppression/CombinedNonMaxSuppression/max_output_size_per_class" -> "1647 maskrcnn/tf.image.combined_non_max_suppression_1/combined_non_max_suppression/CombinedNonMaxSuppression"; +"1647 maskrcnn/tf.image.combined_non_max_suppression_1/combined_non_max_suppression/CombinedNonMaxSuppression" -> "1664 maskrcnn/tf.concat_6/concat"; +"1647 maskrcnn/tf.image.combined_non_max_suppression_1/combined_non_max_suppression/CombinedNonMaxSuppression" -> "1687 maskrcnn/tf.concat_5/concat"; +"1648 maskrcnn/tf.image.combined_non_max_suppression_2/combined_non_max_suppression/iou_threshold" -> "1652 maskrcnn/tf.image.combined_non_max_suppression_2/combined_non_max_suppression/CombinedNonMaxSuppression"; +"1649 maskrcnn/tf.image.combined_non_max_suppression_2/combined_non_max_suppression/score_threshold" -> "1652 maskrcnn/tf.image.combined_non_max_suppression_2/combined_non_max_suppression/CombinedNonMaxSuppression"; +"1650 maskrcnn/tf.image.combined_non_max_suppression_2/combined_non_max_suppression/Const" -> "1652 maskrcnn/tf.image.combined_non_max_suppression_2/combined_non_max_suppression/CombinedNonMaxSuppression"; +"1651 maskrcnn/tf.image.combined_non_max_suppression_2/combined_non_max_suppression/CombinedNonMaxSuppression/max_output_size_per_class" -> "1652 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maskrcnn/tf.__operators__.getitem_59/strided_slice"; +"1965 maskrcnn/tf.__operators__.getitem_59/strided_slice/stack_1" -> "1967 maskrcnn/tf.__operators__.getitem_59/strided_slice"; +"1966 maskrcnn/tf.__operators__.getitem_59/strided_slice/stack_2" -> "1967 maskrcnn/tf.__operators__.getitem_59/strided_slice"; +"1967 maskrcnn/tf.__operators__.getitem_59/strided_slice" -> "1975 maskrcnn/tf.expand_dims_20/ExpandDims"; +"1969 maskrcnn/tf.math.maximum_6/Maximum" -> "1976 maskrcnn/tf.math.minimum_16/Minimum"; +"1970 maskrcnn/tf.expand_dims_17/ExpandDims/dim" -> "1971 maskrcnn/tf.expand_dims_17/ExpandDims"; +"1971 maskrcnn/tf.expand_dims_17/ExpandDims" -> "1976 maskrcnn/tf.math.minimum_16/Minimum"; +"1972 maskrcnn/tf.__operators__.add_55/y" -> "1973 maskrcnn/tf.__operators__.add_55/AddV2"; +"1973 maskrcnn/tf.__operators__.add_55/AddV2" -> "1981 maskrcnn/tf.math.minimum_19/Minimum"; +"1974 maskrcnn/tf.expand_dims_20/ExpandDims/dim" -> "1975 maskrcnn/tf.expand_dims_20/ExpandDims"; +"1975 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maskrcnn/tf.reshape_26/Reshape" -> "2038 maskrcnn/tf.tile_2/Tile"; +"2028 maskrcnn/tf.tile/Tile/multiples" -> "2029 maskrcnn/tf.tile/Tile"; +"2029 maskrcnn/tf.tile/Tile" -> "2036 maskrcnn/tf.__operators__.add_56/AddV2"; +"2030 maskrcnn/tf.tile_1/Tile/multiples" -> "2031 maskrcnn/tf.tile_1/Tile"; +"2031 maskrcnn/tf.tile_1/Tile" -> "2036 maskrcnn/tf.__operators__.add_56/AddV2"; +"2032 maskrcnn/tf.reshape_21/Reshape/shape" -> "2033 maskrcnn/tf.reshape_21/Reshape"; +"2033 maskrcnn/tf.reshape_21/Reshape" -> "2042 maskrcnn/tf.reshape_30/Reshape"; +"2034 maskrcnn/tf.reshape_20/Reshape/shape" -> "2035 maskrcnn/tf.reshape_20/Reshape"; +"2035 maskrcnn/tf.reshape_20/Reshape" -> "2040 maskrcnn/tf.reshape_29/Reshape"; +"2036 maskrcnn/tf.__operators__.add_56/AddV2" -> "2043 maskrcnn/tf.__operators__.add_57/AddV2"; +"2037 maskrcnn/tf.tile_2/Tile/multiples" -> "2038 maskrcnn/tf.tile_2/Tile"; +"2038 maskrcnn/tf.tile_2/Tile" -> "2043 maskrcnn/tf.__operators__.add_57/AddV2"; +"2039 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maskrcnn/tf.reshape_16/Reshape"; +"2051 maskrcnn/tf.reshape_16/Reshape" -> "2058 maskrcnn/tf.concat_10/concat"; +"2052 maskrcnn/tf.reshape_18/Reshape/shape" -> "2053 maskrcnn/tf.reshape_18/Reshape"; +"2053 maskrcnn/tf.reshape_18/Reshape" -> "2058 maskrcnn/tf.concat_10/concat"; +"2054 maskrcnn/tf.math.multiply_47/Mul" -> "2060 maskrcnn/tf.math.multiply_48/Mul"; +"2055 maskrcnn/tf.__operators__.add_58/y" -> "2056 maskrcnn/tf.__operators__.add_58/AddV2"; +"2056 maskrcnn/tf.__operators__.add_58/AddV2" -> "2064 maskrcnn/tf.reshape_27/Reshape"; +"2057 maskrcnn/tf.concat_10/concat/axis" -> "2058 maskrcnn/tf.concat_10/concat"; +"2058 maskrcnn/tf.concat_10/concat" -> "2062 maskrcnn/tf.reshape_19/Reshape"; +"2059 maskrcnn/tf.math.multiply_48/Mul/y" -> "2060 maskrcnn/tf.math.multiply_48/Mul"; +"2060 maskrcnn/tf.math.multiply_48/Mul" -> "2066 maskrcnn/tf.expand_dims_22/ExpandDims"; +"2061 maskrcnn/tf.reshape_19/Reshape/shape" -> "2062 maskrcnn/tf.reshape_19/Reshape"; +"2062 maskrcnn/tf.reshape_19/Reshape" -> "2068 maskrcnn/tf.compat.v1.gather_2/GatherV2"; +"2063 maskrcnn/tf.reshape_27/Reshape/shape" -> "2064 maskrcnn/tf.reshape_27/Reshape"; +"2064 maskrcnn/tf.reshape_27/Reshape" -> "2068 maskrcnn/tf.compat.v1.gather_2/GatherV2"; +"2065 maskrcnn/tf.expand_dims_22/ExpandDims/dim" -> "2066 maskrcnn/tf.expand_dims_22/ExpandDims"; +"2066 maskrcnn/tf.expand_dims_22/ExpandDims" -> "2071 maskrcnn/tf.math.multiply_49/Mul"; +"2067 maskrcnn/tf.compat.v1.gather_2/GatherV2/axis" -> "2068 maskrcnn/tf.compat.v1.gather_2/GatherV2"; +"2068 maskrcnn/tf.compat.v1.gather_2/GatherV2" -> "2070 maskrcnn/tf.reshape_28/Reshape"; +"2069 maskrcnn/tf.reshape_28/Reshape/shape" -> "2070 maskrcnn/tf.reshape_28/Reshape"; +"2070 maskrcnn/tf.reshape_28/Reshape" -> "2071 maskrcnn/tf.math.multiply_49/Mul"; +"2071 maskrcnn/tf.math.multiply_49/Mul" -> "2073 maskrcnn/tf.reshape_31/Reshape"; +"2072 maskrcnn/tf.reshape_31/Reshape/shape" -> "2073 maskrcnn/tf.reshape_31/Reshape"; +"2073 maskrcnn/tf.reshape_31/Reshape" -> "2074 maskrcnn/tf.nn.avg_pool/AvgPool"; +"2074 maskrcnn/tf.nn.avg_pool/AvgPool" -> "2076 maskrcnn/tf.reshape_32/Reshape"; +"2075 maskrcnn/tf.reshape_32/Reshape/shape" -> "2076 maskrcnn/tf.reshape_32/Reshape"; +"2076 maskrcnn/tf.reshape_32/Reshape" -> "2078 maskrcnn/tf.reshape_33/Reshape"; +"2077 maskrcnn/tf.reshape_33/Reshape/shape" -> "2078 maskrcnn/tf.reshape_33/Reshape"; +"2078 maskrcnn/tf.reshape_33/Reshape" -> "2080 maskrcnn/tf.reshape_34/Reshape"; +"2079 maskrcnn/tf.reshape_34/Reshape/shape" -> "2080 maskrcnn/tf.reshape_34/Reshape"; +"2080 maskrcnn/tf.reshape_34/Reshape" -> "2089 maskrcnn/fc0/Tensordot/Reshape"; +"2081 maskrcnn/fc0/Sigmoid/ReadVariableOp/resource" -> "2082 maskrcnn/fc0/Sigmoid/ReadVariableOp"; +"2082 maskrcnn/fc0/Sigmoid/ReadVariableOp" -> "2083 maskrcnn/fc0/Sigmoid"; +"2083 maskrcnn/fc0/Sigmoid" -> "2084 maskrcnn/fc0/Round"; +"2084 maskrcnn/fc0/Round" -> "2087 maskrcnn/fc0/mul"; +"2085 maskrcnn/fc0/ReadVariableOp/resource" -> 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maskrcnn/fc1/Sigmoid"; +"2099 maskrcnn/fc1/Sigmoid" -> "2100 maskrcnn/fc1/Round"; +"2100 maskrcnn/fc1/Round" -> "2103 maskrcnn/fc1/mul"; +"2101 maskrcnn/fc1/ReadVariableOp/resource" -> "2102 maskrcnn/fc1/ReadVariableOp"; +"2102 maskrcnn/fc1/ReadVariableOp" -> "2103 maskrcnn/fc1/mul"; +"2103 maskrcnn/fc1/mul" -> "2106 maskrcnn/fc1/Tensordot/MatMul"; +"2104 maskrcnn/fc1/Tensordot/Reshape/shape" -> "2105 maskrcnn/fc1/Tensordot/Reshape"; +"2105 maskrcnn/fc1/Tensordot/Reshape" -> "2106 maskrcnn/fc1/Tensordot/MatMul"; +"2106 maskrcnn/fc1/Tensordot/MatMul" -> "2108 maskrcnn/fc1/Tensordot"; +"2107 maskrcnn/fc1/Tensordot/shape" -> "2108 maskrcnn/fc1/Tensordot"; +"2108 maskrcnn/fc1/Tensordot" -> "2111 maskrcnn/fc1/BiasAdd"; +"2109 maskrcnn/fc1/BiasAdd/ReadVariableOp/resource" -> "2110 maskrcnn/fc1/BiasAdd/ReadVariableOp"; +"2110 maskrcnn/fc1/BiasAdd/ReadVariableOp" -> "2111 maskrcnn/fc1/BiasAdd"; +"2111 maskrcnn/fc1/BiasAdd" -> "2112 maskrcnn/fc1/Relu"; +"2112 maskrcnn/fc1/Relu" -> "2121 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"2877 maskrcnn/mask-conv-l1/Sigmoid/ReadVariableOp"; +"2877 maskrcnn/mask-conv-l1/Sigmoid/ReadVariableOp" -> "2878 maskrcnn/mask-conv-l1/Sigmoid"; +"2878 maskrcnn/mask-conv-l1/Sigmoid" -> "2879 maskrcnn/mask-conv-l1/Round"; +"2879 maskrcnn/mask-conv-l1/Round" -> "2882 maskrcnn/mask-conv-l1/mul"; +"2880 maskrcnn/mask-conv-l1/ReadVariableOp/resource" -> "2881 maskrcnn/mask-conv-l1/ReadVariableOp"; +"2881 maskrcnn/mask-conv-l1/ReadVariableOp" -> "2882 maskrcnn/mask-conv-l1/mul"; +"2882 maskrcnn/mask-conv-l1/mul" -> "2883 maskrcnn/mask-conv-l1/Conv2D"; +"2883 maskrcnn/mask-conv-l1/Conv2D" -> "2886 maskrcnn/mask-conv-l1/BiasAdd"; +"2884 maskrcnn/mask-conv-l1/BiasAdd/ReadVariableOp/resource" -> "2885 maskrcnn/mask-conv-l1/BiasAdd/ReadVariableOp"; +"2885 maskrcnn/mask-conv-l1/BiasAdd/ReadVariableOp" -> "2886 maskrcnn/mask-conv-l1/BiasAdd"; +"2886 maskrcnn/mask-conv-l1/BiasAdd" -> "2887 maskrcnn/mask-conv-l1/Relu"; +"2887 maskrcnn/mask-conv-l1/Relu" -> "2895 maskrcnn/mask-conv-l2/Conv2D"; 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maskrcnn/mask-conv-l2/Relu" -> "2907 maskrcnn/mask-conv-l3/Conv2D"; +"2900 maskrcnn/mask-conv-l3/Sigmoid/ReadVariableOp/resource" -> "2901 maskrcnn/mask-conv-l3/Sigmoid/ReadVariableOp"; +"2901 maskrcnn/mask-conv-l3/Sigmoid/ReadVariableOp" -> "2902 maskrcnn/mask-conv-l3/Sigmoid"; +"2902 maskrcnn/mask-conv-l3/Sigmoid" -> "2903 maskrcnn/mask-conv-l3/Round"; +"2903 maskrcnn/mask-conv-l3/Round" -> "2906 maskrcnn/mask-conv-l3/mul"; +"2904 maskrcnn/mask-conv-l3/ReadVariableOp/resource" -> "2905 maskrcnn/mask-conv-l3/ReadVariableOp"; +"2905 maskrcnn/mask-conv-l3/ReadVariableOp" -> "2906 maskrcnn/mask-conv-l3/mul"; +"2906 maskrcnn/mask-conv-l3/mul" -> "2907 maskrcnn/mask-conv-l3/Conv2D"; +"2907 maskrcnn/mask-conv-l3/Conv2D" -> "2910 maskrcnn/mask-conv-l3/BiasAdd"; +"2908 maskrcnn/mask-conv-l3/BiasAdd/ReadVariableOp/resource" -> "2909 maskrcnn/mask-conv-l3/BiasAdd/ReadVariableOp"; +"2909 maskrcnn/mask-conv-l3/BiasAdd/ReadVariableOp" -> "2910 maskrcnn/mask-conv-l3/BiasAdd"; +"2910 maskrcnn/mask-conv-l3/BiasAdd" -> "2911 maskrcnn/mask-conv-l3/Relu"; +"2911 maskrcnn/mask-conv-l3/Relu" -> "2932 maskrcnn/conv5-mask/conv2d_transpose"; +"2912 maskrcnn/conv5-mask/Sigmoid/ReadVariableOp/resource" -> "2913 maskrcnn/conv5-mask/Sigmoid/ReadVariableOp"; +"2913 maskrcnn/conv5-mask/Sigmoid/ReadVariableOp" -> "2914 maskrcnn/conv5-mask/Sigmoid"; +"2914 maskrcnn/conv5-mask/Sigmoid" -> "2915 maskrcnn/conv5-mask/Round"; +"2915 maskrcnn/conv5-mask/Round" -> "2918 maskrcnn/conv5-mask/mul"; +"2916 maskrcnn/conv5-mask/ReadVariableOp/resource" -> "2917 maskrcnn/conv5-mask/ReadVariableOp"; +"2917 maskrcnn/conv5-mask/ReadVariableOp" -> "2918 maskrcnn/conv5-mask/mul"; +"2918 maskrcnn/conv5-mask/mul" -> "2932 maskrcnn/conv5-mask/conv2d_transpose"; +"2919 maskrcnn/conv5-mask/Shape" -> "2923 maskrcnn/conv5-mask/strided_slice"; +"2920 maskrcnn/conv5-mask/strided_slice/stack" -> "2923 maskrcnn/conv5-mask/strided_slice"; +"2921 maskrcnn/conv5-mask/strided_slice/stack_1" -> "2923 maskrcnn/conv5-mask/strided_slice"; +"2922 maskrcnn/conv5-mask/strided_slice/stack_2" -> "2923 maskrcnn/conv5-mask/strided_slice"; +"2923 maskrcnn/conv5-mask/strided_slice" -> "2927 maskrcnn/conv5-mask/stack"; +"2924 maskrcnn/conv5-mask/stack/1" -> "2927 maskrcnn/conv5-mask/stack"; +"2925 maskrcnn/conv5-mask/stack/2" -> "2927 maskrcnn/conv5-mask/stack"; +"2926 maskrcnn/conv5-mask/stack/3" -> "2927 maskrcnn/conv5-mask/stack"; +"2927 maskrcnn/conv5-mask/stack" -> "2931 maskrcnn/conv5-mask/strided_slice_1"; +"2927 maskrcnn/conv5-mask/stack" -> "2932 maskrcnn/conv5-mask/conv2d_transpose"; +"2928 maskrcnn/conv5-mask/strided_slice_1/stack" -> "2931 maskrcnn/conv5-mask/strided_slice_1"; +"2929 maskrcnn/conv5-mask/strided_slice_1/stack_1" -> "2931 maskrcnn/conv5-mask/strided_slice_1"; +"2930 maskrcnn/conv5-mask/strided_slice_1/stack_2" -> "2931 maskrcnn/conv5-mask/strided_slice_1"; +"2932 maskrcnn/conv5-mask/conv2d_transpose" -> "2935 maskrcnn/conv5-mask/BiasAdd"; +"2933 maskrcnn/conv5-mask/BiasAdd/ReadVariableOp/resource" -> "2934 maskrcnn/conv5-mask/BiasAdd/ReadVariableOp"; +"2934 maskrcnn/conv5-mask/BiasAdd/ReadVariableOp" -> "2935 maskrcnn/conv5-mask/BiasAdd"; +"2935 maskrcnn/conv5-mask/BiasAdd" -> "2936 maskrcnn/conv5-mask/Relu"; +"2936 maskrcnn/conv5-mask/Relu" -> "2947 maskrcnn/mask_fcn_logits/Conv2D"; +"2937 maskrcnn/tf.cast_32/Cast" -> "2939 maskrcnn/tf.__operators__.add_67/AddV2"; +"2938 maskrcnn/tf.__operators__.add_67/y" -> "2939 maskrcnn/tf.__operators__.add_67/AddV2"; +"2939 maskrcnn/tf.__operators__.add_67/AddV2" -> "15950 maskrcnn/tf.stack_23/stack_1"; +"2939 maskrcnn/tf.__operators__.add_67/AddV2" -> "15956 Identity_3"; +"2940 maskrcnn/mask_fcn_logits/Sigmoid/ReadVariableOp/resource" -> "2941 maskrcnn/mask_fcn_logits/Sigmoid/ReadVariableOp"; +"2941 maskrcnn/mask_fcn_logits/Sigmoid/ReadVariableOp" -> "2942 maskrcnn/mask_fcn_logits/Sigmoid"; +"2942 maskrcnn/mask_fcn_logits/Sigmoid" -> "2943 maskrcnn/mask_fcn_logits/Round"; +"2943 maskrcnn/mask_fcn_logits/Round" -> "2946 maskrcnn/mask_fcn_logits/mul"; +"2944 maskrcnn/mask_fcn_logits/ReadVariableOp/resource" -> "2945 maskrcnn/mask_fcn_logits/ReadVariableOp"; +"2945 maskrcnn/mask_fcn_logits/ReadVariableOp" -> "2946 maskrcnn/mask_fcn_logits/mul"; +"2946 maskrcnn/mask_fcn_logits/mul" -> "2947 maskrcnn/mask_fcn_logits/Conv2D"; +"2947 maskrcnn/mask_fcn_logits/Conv2D" -> "2950 maskrcnn/mask_fcn_logits/BiasAdd"; +"2948 maskrcnn/mask_fcn_logits/BiasAdd/ReadVariableOp/resource" -> "2949 maskrcnn/mask_fcn_logits/BiasAdd/ReadVariableOp"; +"2949 maskrcnn/mask_fcn_logits/BiasAdd/ReadVariableOp" -> "2950 maskrcnn/mask_fcn_logits/BiasAdd"; +"2950 maskrcnn/mask_fcn_logits/BiasAdd" -> "2952 maskrcnn/tf.reshape_63/Reshape"; +"2951 maskrcnn/tf.reshape_63/Reshape/shape" -> "2952 maskrcnn/tf.reshape_63/Reshape"; +"2952 maskrcnn/tf.reshape_63/Reshape" -> "2954 maskrcnn/tf.compat.v1.transpose/transpose"; +"2953 maskrcnn/tf.compat.v1.transpose/transpose/perm" -> "2954 maskrcnn/tf.compat.v1.transpose/transpose"; +"2954 maskrcnn/tf.compat.v1.transpose/transpose" -> "15951 maskrcnn/tf.compat.v1.gather_nd_1/GatherNd"; +"15755 maskrcnn/tf.stack_23/stack/0" -> "15819 maskrcnn/tf.stack_23/stack"; +"15756 maskrcnn/tf.stack_23/stack/1" -> "15819 maskrcnn/tf.stack_23/stack"; +"15757 maskrcnn/tf.stack_23/stack/2" -> "15819 maskrcnn/tf.stack_23/stack"; +"15758 maskrcnn/tf.stack_23/stack/3" -> "15819 maskrcnn/tf.stack_23/stack"; +"15759 maskrcnn/tf.stack_23/stack/4" -> "15819 maskrcnn/tf.stack_23/stack"; +"15760 maskrcnn/tf.stack_23/stack/5" -> "15819 maskrcnn/tf.stack_23/stack"; +"15761 maskrcnn/tf.stack_23/stack/6" -> "15819 maskrcnn/tf.stack_23/stack"; +"15762 maskrcnn/tf.stack_23/stack/7" -> "15819 maskrcnn/tf.stack_23/stack"; +"15763 maskrcnn/tf.stack_23/stack/8" -> "15819 maskrcnn/tf.stack_23/stack"; +"15764 maskrcnn/tf.stack_23/stack/9" -> "15819 maskrcnn/tf.stack_23/stack"; +"15765 maskrcnn/tf.stack_23/stack/10" -> "15819 maskrcnn/tf.stack_23/stack"; 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maskrcnn/tf.stack_23/stack_1/values_0"; +"15878 maskrcnn/tf.stack_23/stack_1/values_0/58" -> "15884 maskrcnn/tf.stack_23/stack_1/values_0"; +"15879 maskrcnn/tf.stack_23/stack_1/values_0/59" -> "15884 maskrcnn/tf.stack_23/stack_1/values_0"; +"15880 maskrcnn/tf.stack_23/stack_1/values_0/60" -> "15884 maskrcnn/tf.stack_23/stack_1/values_0"; +"15881 maskrcnn/tf.stack_23/stack_1/values_0/61" -> "15884 maskrcnn/tf.stack_23/stack_1/values_0"; +"15882 maskrcnn/tf.stack_23/stack_1/values_0/62" -> "15884 maskrcnn/tf.stack_23/stack_1/values_0"; +"15883 maskrcnn/tf.stack_23/stack_1/values_0/63" -> "15884 maskrcnn/tf.stack_23/stack_1/values_0"; +"15884 maskrcnn/tf.stack_23/stack_1/values_0" -> "15950 maskrcnn/tf.stack_23/stack_1"; +"15885 maskrcnn/tf.stack_23/stack_1/values_1/0" -> "15949 maskrcnn/tf.stack_23/stack_1/values_1"; +"15886 maskrcnn/tf.stack_23/stack_1/values_1/1" -> "15949 maskrcnn/tf.stack_23/stack_1/values_1"; +"15887 maskrcnn/tf.stack_23/stack_1/values_1/2" -> "15949 maskrcnn/tf.stack_23/stack_1/values_1"; +"15888 maskrcnn/tf.stack_23/stack_1/values_1/3" -> "15949 maskrcnn/tf.stack_23/stack_1/values_1"; +"15889 maskrcnn/tf.stack_23/stack_1/values_1/4" -> "15949 maskrcnn/tf.stack_23/stack_1/values_1"; +"15890 maskrcnn/tf.stack_23/stack_1/values_1/5" -> "15949 maskrcnn/tf.stack_23/stack_1/values_1"; +"15891 maskrcnn/tf.stack_23/stack_1/values_1/6" -> "15949 maskrcnn/tf.stack_23/stack_1/values_1"; +"15892 maskrcnn/tf.stack_23/stack_1/values_1/7" -> "15949 maskrcnn/tf.stack_23/stack_1/values_1"; +"15893 maskrcnn/tf.stack_23/stack_1/values_1/8" -> "15949 maskrcnn/tf.stack_23/stack_1/values_1"; +"15894 maskrcnn/tf.stack_23/stack_1/values_1/9" -> "15949 maskrcnn/tf.stack_23/stack_1/values_1"; +"15895 maskrcnn/tf.stack_23/stack_1/values_1/10" -> "15949 maskrcnn/tf.stack_23/stack_1/values_1"; +"15896 maskrcnn/tf.stack_23/stack_1/values_1/11" -> "15949 maskrcnn/tf.stack_23/stack_1/values_1"; +"15897 maskrcnn/tf.stack_23/stack_1/values_1/12" -> "15949 maskrcnn/tf.stack_23/stack_1/values_1"; +"15898 maskrcnn/tf.stack_23/stack_1/values_1/13" -> "15949 maskrcnn/tf.stack_23/stack_1/values_1"; +"15899 maskrcnn/tf.stack_23/stack_1/values_1/14" -> "15949 maskrcnn/tf.stack_23/stack_1/values_1"; +"15900 maskrcnn/tf.stack_23/stack_1/values_1/15" -> "15949 maskrcnn/tf.stack_23/stack_1/values_1"; +"15901 maskrcnn/tf.stack_23/stack_1/values_1/16" -> "15949 maskrcnn/tf.stack_23/stack_1/values_1"; +"15902 maskrcnn/tf.stack_23/stack_1/values_1/17" -> "15949 maskrcnn/tf.stack_23/stack_1/values_1"; +"15903 maskrcnn/tf.stack_23/stack_1/values_1/18" -> "15949 maskrcnn/tf.stack_23/stack_1/values_1"; +"15904 maskrcnn/tf.stack_23/stack_1/values_1/19" -> "15949 maskrcnn/tf.stack_23/stack_1/values_1"; +"15905 maskrcnn/tf.stack_23/stack_1/values_1/20" -> "15949 maskrcnn/tf.stack_23/stack_1/values_1"; +"15906 maskrcnn/tf.stack_23/stack_1/values_1/21" -> "15949 maskrcnn/tf.stack_23/stack_1/values_1"; +"15907 maskrcnn/tf.stack_23/stack_1/values_1/22" -> "15949 maskrcnn/tf.stack_23/stack_1/values_1"; +"15908 maskrcnn/tf.stack_23/stack_1/values_1/23" -> "15949 maskrcnn/tf.stack_23/stack_1/values_1"; +"15909 maskrcnn/tf.stack_23/stack_1/values_1/24" -> "15949 maskrcnn/tf.stack_23/stack_1/values_1"; +"15910 maskrcnn/tf.stack_23/stack_1/values_1/25" -> "15949 maskrcnn/tf.stack_23/stack_1/values_1"; +"15911 maskrcnn/tf.stack_23/stack_1/values_1/26" -> "15949 maskrcnn/tf.stack_23/stack_1/values_1"; +"15912 maskrcnn/tf.stack_23/stack_1/values_1/27" -> "15949 maskrcnn/tf.stack_23/stack_1/values_1"; +"15913 maskrcnn/tf.stack_23/stack_1/values_1/28" -> "15949 maskrcnn/tf.stack_23/stack_1/values_1"; +"15914 maskrcnn/tf.stack_23/stack_1/values_1/29" -> "15949 maskrcnn/tf.stack_23/stack_1/values_1"; +"15915 maskrcnn/tf.stack_23/stack_1/values_1/30" -> "15949 maskrcnn/tf.stack_23/stack_1/values_1"; +"15916 maskrcnn/tf.stack_23/stack_1/values_1/31" -> "15949 maskrcnn/tf.stack_23/stack_1/values_1"; +"15917 maskrcnn/tf.stack_23/stack_1/values_1/32" -> "15949 maskrcnn/tf.stack_23/stack_1/values_1"; +"15918 maskrcnn/tf.stack_23/stack_1/values_1/33" -> "15949 maskrcnn/tf.stack_23/stack_1/values_1"; +"15919 maskrcnn/tf.stack_23/stack_1/values_1/34" -> "15949 maskrcnn/tf.stack_23/stack_1/values_1"; +"15920 maskrcnn/tf.stack_23/stack_1/values_1/35" -> "15949 maskrcnn/tf.stack_23/stack_1/values_1"; +"15921 maskrcnn/tf.stack_23/stack_1/values_1/36" -> "15949 maskrcnn/tf.stack_23/stack_1/values_1"; +"15922 maskrcnn/tf.stack_23/stack_1/values_1/37" -> "15949 maskrcnn/tf.stack_23/stack_1/values_1"; +"15923 maskrcnn/tf.stack_23/stack_1/values_1/38" -> "15949 maskrcnn/tf.stack_23/stack_1/values_1"; +"15924 maskrcnn/tf.stack_23/stack_1/values_1/39" -> "15949 maskrcnn/tf.stack_23/stack_1/values_1"; +"15925 maskrcnn/tf.stack_23/stack_1/values_1/40" -> "15949 maskrcnn/tf.stack_23/stack_1/values_1"; +"15926 maskrcnn/tf.stack_23/stack_1/values_1/41" -> "15949 maskrcnn/tf.stack_23/stack_1/values_1"; +"15927 maskrcnn/tf.stack_23/stack_1/values_1/42" -> "15949 maskrcnn/tf.stack_23/stack_1/values_1"; +"15928 maskrcnn/tf.stack_23/stack_1/values_1/43" -> "15949 maskrcnn/tf.stack_23/stack_1/values_1"; +"15929 maskrcnn/tf.stack_23/stack_1/values_1/44" -> "15949 maskrcnn/tf.stack_23/stack_1/values_1"; +"15930 maskrcnn/tf.stack_23/stack_1/values_1/45" -> "15949 maskrcnn/tf.stack_23/stack_1/values_1"; +"15931 maskrcnn/tf.stack_23/stack_1/values_1/46" -> "15949 maskrcnn/tf.stack_23/stack_1/values_1"; +"15932 maskrcnn/tf.stack_23/stack_1/values_1/47" -> "15949 maskrcnn/tf.stack_23/stack_1/values_1"; +"15933 maskrcnn/tf.stack_23/stack_1/values_1/48" -> "15949 maskrcnn/tf.stack_23/stack_1/values_1"; +"15934 maskrcnn/tf.stack_23/stack_1/values_1/49" -> "15949 maskrcnn/tf.stack_23/stack_1/values_1"; +"15935 maskrcnn/tf.stack_23/stack_1/values_1/50" -> "15949 maskrcnn/tf.stack_23/stack_1/values_1"; +"15936 maskrcnn/tf.stack_23/stack_1/values_1/51" -> "15949 maskrcnn/tf.stack_23/stack_1/values_1"; +"15937 maskrcnn/tf.stack_23/stack_1/values_1/52" -> "15949 maskrcnn/tf.stack_23/stack_1/values_1"; +"15938 maskrcnn/tf.stack_23/stack_1/values_1/53" -> "15949 maskrcnn/tf.stack_23/stack_1/values_1"; +"15939 maskrcnn/tf.stack_23/stack_1/values_1/54" -> "15949 maskrcnn/tf.stack_23/stack_1/values_1"; +"15940 maskrcnn/tf.stack_23/stack_1/values_1/55" -> "15949 maskrcnn/tf.stack_23/stack_1/values_1"; +"15941 maskrcnn/tf.stack_23/stack_1/values_1/56" -> "15949 maskrcnn/tf.stack_23/stack_1/values_1"; +"15942 maskrcnn/tf.stack_23/stack_1/values_1/57" -> "15949 maskrcnn/tf.stack_23/stack_1/values_1"; +"15943 maskrcnn/tf.stack_23/stack_1/values_1/58" -> "15949 maskrcnn/tf.stack_23/stack_1/values_1"; +"15944 maskrcnn/tf.stack_23/stack_1/values_1/59" -> "15949 maskrcnn/tf.stack_23/stack_1/values_1"; +"15945 maskrcnn/tf.stack_23/stack_1/values_1/60" -> "15949 maskrcnn/tf.stack_23/stack_1/values_1"; +"15946 maskrcnn/tf.stack_23/stack_1/values_1/61" -> "15949 maskrcnn/tf.stack_23/stack_1/values_1"; +"15947 maskrcnn/tf.stack_23/stack_1/values_1/62" -> "15949 maskrcnn/tf.stack_23/stack_1/values_1"; +"15948 maskrcnn/tf.stack_23/stack_1/values_1/63" -> "15949 maskrcnn/tf.stack_23/stack_1/values_1"; +"15949 maskrcnn/tf.stack_23/stack_1/values_1" -> "15950 maskrcnn/tf.stack_23/stack_1"; +"15950 maskrcnn/tf.stack_23/stack_1" -> "15951 maskrcnn/tf.compat.v1.gather_nd_1/GatherNd"; +"15951 maskrcnn/tf.compat.v1.gather_nd_1/GatherNd" -> "15952 maskrcnn/tf.math.sigmoid_5/Sigmoid"; +"15952 maskrcnn/tf.math.sigmoid_5/Sigmoid" -> "15957 Identity_4"; +} diff --git a/tests/tensorflow/data/reference_graphs/2.11/sparsity/rb_sparsity/mobilenet_v1.dot b/tests/tensorflow/data/reference_graphs/2.11/sparsity/rb_sparsity/mobilenet_v1.dot deleted file mode 120000 index 75717c78937..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.11/sparsity/rb_sparsity/mobilenet_v1.dot +++ /dev/null @@ -1 +0,0 @@ -../../../2.8/sparsity/rb_sparsity/mobilenet_v1.dot \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.11/sparsity/rb_sparsity/mobilenet_v1.dot b/tests/tensorflow/data/reference_graphs/2.11/sparsity/rb_sparsity/mobilenet_v1.dot new file mode 100644 index 00000000000..590afd13bca --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.11/sparsity/rb_sparsity/mobilenet_v1.dot @@ -0,0 +1,1066 @@ +strict digraph { +"0 args_0" [id=0, op=Placeholder]; +"1 mobilenet_1.00_128/conv1/Sigmoid/ReadVariableOp/resource" [id=1, op=Placeholder]; +"2 mobilenet_1.00_128/conv1/Sigmoid/ReadVariableOp" [id=2, op=ReadVariableOp]; +"3 mobilenet_1.00_128/conv1/Sigmoid" [id=3, op=Sigmoid]; +"4 mobilenet_1.00_128/conv1/Round" [id=4, op=Round]; +"5 mobilenet_1.00_128/conv1/ReadVariableOp/resource" [id=5, op=Placeholder]; +"6 mobilenet_1.00_128/conv1/ReadVariableOp" [id=6, op=ReadVariableOp]; +"7 mobilenet_1.00_128/conv1/mul" [id=7, op=Mul]; +"8 mobilenet_1.00_128/conv1/Conv2D" [id=8, op=Conv2D]; +"9 mobilenet_1.00_128/conv1_bn/ReadVariableOp/resource" [id=9, 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mobilenetv2_1.00_96/block_2_depthwise_BN/ReadVariableOp_1" -> "149 mobilenetv2_1.00_96/block_2_depthwise_BN/FusedBatchNormV3"; +"145 mobilenetv2_1.00_96/block_2_depthwise_BN/FusedBatchNormV3/ReadVariableOp/resource" -> "146 mobilenetv2_1.00_96/block_2_depthwise_BN/FusedBatchNormV3/ReadVariableOp"; +"146 mobilenetv2_1.00_96/block_2_depthwise_BN/FusedBatchNormV3/ReadVariableOp" -> "149 mobilenetv2_1.00_96/block_2_depthwise_BN/FusedBatchNormV3"; +"147 mobilenetv2_1.00_96/block_2_depthwise_BN/FusedBatchNormV3/ReadVariableOp_1/resource" -> "148 mobilenetv2_1.00_96/block_2_depthwise_BN/FusedBatchNormV3/ReadVariableOp_1"; +"148 mobilenetv2_1.00_96/block_2_depthwise_BN/FusedBatchNormV3/ReadVariableOp_1" -> "149 mobilenetv2_1.00_96/block_2_depthwise_BN/FusedBatchNormV3"; +"149 mobilenetv2_1.00_96/block_2_depthwise_BN/FusedBatchNormV3" -> "150 mobilenetv2_1.00_96/block_2_depthwise_relu/Relu6"; +"150 mobilenetv2_1.00_96/block_2_depthwise_relu/Relu6" -> "158 mobilenetv2_1.00_96/block_2_project/Conv2D"; +"151 mobilenetv2_1.00_96/block_2_project/Sigmoid/ReadVariableOp/resource" -> "152 mobilenetv2_1.00_96/block_2_project/Sigmoid/ReadVariableOp"; +"152 mobilenetv2_1.00_96/block_2_project/Sigmoid/ReadVariableOp" -> "153 mobilenetv2_1.00_96/block_2_project/Sigmoid"; +"153 mobilenetv2_1.00_96/block_2_project/Sigmoid" -> "154 mobilenetv2_1.00_96/block_2_project/Round"; +"154 mobilenetv2_1.00_96/block_2_project/Round" -> "157 mobilenetv2_1.00_96/block_2_project/mul"; +"155 mobilenetv2_1.00_96/block_2_project/ReadVariableOp/resource" -> "156 mobilenetv2_1.00_96/block_2_project/ReadVariableOp"; +"156 mobilenetv2_1.00_96/block_2_project/ReadVariableOp" -> "157 mobilenetv2_1.00_96/block_2_project/mul"; +"157 mobilenetv2_1.00_96/block_2_project/mul" -> "158 mobilenetv2_1.00_96/block_2_project/Conv2D"; +"158 mobilenetv2_1.00_96/block_2_project/Conv2D" -> "167 mobilenetv2_1.00_96/block_2_project_BN/FusedBatchNormV3"; +"159 mobilenetv2_1.00_96/block_2_project_BN/ReadVariableOp/resource" -> "160 mobilenetv2_1.00_96/block_2_project_BN/ReadVariableOp"; +"160 mobilenetv2_1.00_96/block_2_project_BN/ReadVariableOp" -> "167 mobilenetv2_1.00_96/block_2_project_BN/FusedBatchNormV3"; +"161 mobilenetv2_1.00_96/block_2_project_BN/ReadVariableOp_1/resource" -> "162 mobilenetv2_1.00_96/block_2_project_BN/ReadVariableOp_1"; +"162 mobilenetv2_1.00_96/block_2_project_BN/ReadVariableOp_1" -> "167 mobilenetv2_1.00_96/block_2_project_BN/FusedBatchNormV3"; +"163 mobilenetv2_1.00_96/block_2_project_BN/FusedBatchNormV3/ReadVariableOp/resource" -> "164 mobilenetv2_1.00_96/block_2_project_BN/FusedBatchNormV3/ReadVariableOp"; +"164 mobilenetv2_1.00_96/block_2_project_BN/FusedBatchNormV3/ReadVariableOp" -> "167 mobilenetv2_1.00_96/block_2_project_BN/FusedBatchNormV3"; +"165 mobilenetv2_1.00_96/block_2_project_BN/FusedBatchNormV3/ReadVariableOp_1/resource" -> "166 mobilenetv2_1.00_96/block_2_project_BN/FusedBatchNormV3/ReadVariableOp_1"; +"166 mobilenetv2_1.00_96/block_2_project_BN/FusedBatchNormV3/ReadVariableOp_1" -> "167 mobilenetv2_1.00_96/block_2_project_BN/FusedBatchNormV3"; +"167 mobilenetv2_1.00_96/block_2_project_BN/FusedBatchNormV3" -> "168 mobilenetv2_1.00_96/block_2_add/add"; +"168 mobilenetv2_1.00_96/block_2_add/add" -> "176 mobilenetv2_1.00_96/block_3_expand/Conv2D"; +"169 mobilenetv2_1.00_96/block_3_expand/Sigmoid/ReadVariableOp/resource" -> "170 mobilenetv2_1.00_96/block_3_expand/Sigmoid/ReadVariableOp"; +"170 mobilenetv2_1.00_96/block_3_expand/Sigmoid/ReadVariableOp" -> "171 mobilenetv2_1.00_96/block_3_expand/Sigmoid"; +"171 mobilenetv2_1.00_96/block_3_expand/Sigmoid" -> "172 mobilenetv2_1.00_96/block_3_expand/Round"; +"172 mobilenetv2_1.00_96/block_3_expand/Round" -> "175 mobilenetv2_1.00_96/block_3_expand/mul"; +"173 mobilenetv2_1.00_96/block_3_expand/ReadVariableOp/resource" -> "174 mobilenetv2_1.00_96/block_3_expand/ReadVariableOp"; +"174 mobilenetv2_1.00_96/block_3_expand/ReadVariableOp" -> "175 mobilenetv2_1.00_96/block_3_expand/mul"; +"175 mobilenetv2_1.00_96/block_3_expand/mul" -> "176 mobilenetv2_1.00_96/block_3_expand/Conv2D"; +"176 mobilenetv2_1.00_96/block_3_expand/Conv2D" -> "185 mobilenetv2_1.00_96/block_3_expand_BN/FusedBatchNormV3"; +"177 mobilenetv2_1.00_96/block_3_expand_BN/ReadVariableOp/resource" -> "178 mobilenetv2_1.00_96/block_3_expand_BN/ReadVariableOp"; +"178 mobilenetv2_1.00_96/block_3_expand_BN/ReadVariableOp" -> "185 mobilenetv2_1.00_96/block_3_expand_BN/FusedBatchNormV3"; +"179 mobilenetv2_1.00_96/block_3_expand_BN/ReadVariableOp_1/resource" -> "180 mobilenetv2_1.00_96/block_3_expand_BN/ReadVariableOp_1"; +"180 mobilenetv2_1.00_96/block_3_expand_BN/ReadVariableOp_1" -> "185 mobilenetv2_1.00_96/block_3_expand_BN/FusedBatchNormV3"; +"181 mobilenetv2_1.00_96/block_3_expand_BN/FusedBatchNormV3/ReadVariableOp/resource" -> "182 mobilenetv2_1.00_96/block_3_expand_BN/FusedBatchNormV3/ReadVariableOp"; +"182 mobilenetv2_1.00_96/block_3_expand_BN/FusedBatchNormV3/ReadVariableOp" -> "185 mobilenetv2_1.00_96/block_3_expand_BN/FusedBatchNormV3"; +"183 mobilenetv2_1.00_96/block_3_expand_BN/FusedBatchNormV3/ReadVariableOp_1/resource" -> "184 mobilenetv2_1.00_96/block_3_expand_BN/FusedBatchNormV3/ReadVariableOp_1"; +"184 mobilenetv2_1.00_96/block_3_expand_BN/FusedBatchNormV3/ReadVariableOp_1" -> "185 mobilenetv2_1.00_96/block_3_expand_BN/FusedBatchNormV3"; +"185 mobilenetv2_1.00_96/block_3_expand_BN/FusedBatchNormV3" -> "186 mobilenetv2_1.00_96/block_3_expand_relu/Relu6"; +"186 mobilenetv2_1.00_96/block_3_expand_relu/Relu6" -> "188 mobilenetv2_1.00_96/block_3_pad/Pad"; +"187 mobilenetv2_1.00_96/block_3_pad/Pad/paddings" -> "188 mobilenetv2_1.00_96/block_3_pad/Pad"; +"188 mobilenetv2_1.00_96/block_3_pad/Pad" -> "198 mobilenetv2_1.00_96/block_3_depthwise/depthwise"; +"189 mobilenetv2_1.00_96/block_3_depthwise/Sigmoid/ReadVariableOp/resource" -> "190 mobilenetv2_1.00_96/block_3_depthwise/Sigmoid/ReadVariableOp"; +"190 mobilenetv2_1.00_96/block_3_depthwise/Sigmoid/ReadVariableOp" -> "191 mobilenetv2_1.00_96/block_3_depthwise/Sigmoid"; +"191 mobilenetv2_1.00_96/block_3_depthwise/Sigmoid" -> "192 mobilenetv2_1.00_96/block_3_depthwise/Round"; +"192 mobilenetv2_1.00_96/block_3_depthwise/Round" -> "195 mobilenetv2_1.00_96/block_3_depthwise/mul"; +"193 mobilenetv2_1.00_96/block_3_depthwise/ReadVariableOp/resource" -> "194 mobilenetv2_1.00_96/block_3_depthwise/ReadVariableOp"; +"194 mobilenetv2_1.00_96/block_3_depthwise/ReadVariableOp" -> "195 mobilenetv2_1.00_96/block_3_depthwise/mul"; +"195 mobilenetv2_1.00_96/block_3_depthwise/mul" -> "198 mobilenetv2_1.00_96/block_3_depthwise/depthwise"; +"198 mobilenetv2_1.00_96/block_3_depthwise/depthwise" -> "207 mobilenetv2_1.00_96/block_3_depthwise_BN/FusedBatchNormV3"; +"199 mobilenetv2_1.00_96/block_3_depthwise_BN/ReadVariableOp/resource" -> "200 mobilenetv2_1.00_96/block_3_depthwise_BN/ReadVariableOp"; +"200 mobilenetv2_1.00_96/block_3_depthwise_BN/ReadVariableOp" -> "207 mobilenetv2_1.00_96/block_3_depthwise_BN/FusedBatchNormV3"; +"201 mobilenetv2_1.00_96/block_3_depthwise_BN/ReadVariableOp_1/resource" -> "202 mobilenetv2_1.00_96/block_3_depthwise_BN/ReadVariableOp_1"; +"202 mobilenetv2_1.00_96/block_3_depthwise_BN/ReadVariableOp_1" -> "207 mobilenetv2_1.00_96/block_3_depthwise_BN/FusedBatchNormV3"; +"203 mobilenetv2_1.00_96/block_3_depthwise_BN/FusedBatchNormV3/ReadVariableOp/resource" -> "204 mobilenetv2_1.00_96/block_3_depthwise_BN/FusedBatchNormV3/ReadVariableOp"; +"204 mobilenetv2_1.00_96/block_3_depthwise_BN/FusedBatchNormV3/ReadVariableOp" -> "207 mobilenetv2_1.00_96/block_3_depthwise_BN/FusedBatchNormV3"; +"205 mobilenetv2_1.00_96/block_3_depthwise_BN/FusedBatchNormV3/ReadVariableOp_1/resource" -> "206 mobilenetv2_1.00_96/block_3_depthwise_BN/FusedBatchNormV3/ReadVariableOp_1"; +"206 mobilenetv2_1.00_96/block_3_depthwise_BN/FusedBatchNormV3/ReadVariableOp_1" -> "207 mobilenetv2_1.00_96/block_3_depthwise_BN/FusedBatchNormV3"; +"207 mobilenetv2_1.00_96/block_3_depthwise_BN/FusedBatchNormV3" -> "208 mobilenetv2_1.00_96/block_3_depthwise_relu/Relu6"; +"208 mobilenetv2_1.00_96/block_3_depthwise_relu/Relu6" -> "216 mobilenetv2_1.00_96/block_3_project/Conv2D"; +"209 mobilenetv2_1.00_96/block_3_project/Sigmoid/ReadVariableOp/resource" -> "210 mobilenetv2_1.00_96/block_3_project/Sigmoid/ReadVariableOp"; +"210 mobilenetv2_1.00_96/block_3_project/Sigmoid/ReadVariableOp" -> "211 mobilenetv2_1.00_96/block_3_project/Sigmoid"; +"211 mobilenetv2_1.00_96/block_3_project/Sigmoid" -> "212 mobilenetv2_1.00_96/block_3_project/Round"; +"212 mobilenetv2_1.00_96/block_3_project/Round" -> "215 mobilenetv2_1.00_96/block_3_project/mul"; +"213 mobilenetv2_1.00_96/block_3_project/ReadVariableOp/resource" -> "214 mobilenetv2_1.00_96/block_3_project/ReadVariableOp"; +"214 mobilenetv2_1.00_96/block_3_project/ReadVariableOp" -> "215 mobilenetv2_1.00_96/block_3_project/mul"; +"215 mobilenetv2_1.00_96/block_3_project/mul" -> "216 mobilenetv2_1.00_96/block_3_project/Conv2D"; +"216 mobilenetv2_1.00_96/block_3_project/Conv2D" -> "225 mobilenetv2_1.00_96/block_3_project_BN/FusedBatchNormV3"; +"217 mobilenetv2_1.00_96/block_3_project_BN/ReadVariableOp/resource" -> "218 mobilenetv2_1.00_96/block_3_project_BN/ReadVariableOp"; +"218 mobilenetv2_1.00_96/block_3_project_BN/ReadVariableOp" -> "225 mobilenetv2_1.00_96/block_3_project_BN/FusedBatchNormV3"; +"219 mobilenetv2_1.00_96/block_3_project_BN/ReadVariableOp_1/resource" -> "220 mobilenetv2_1.00_96/block_3_project_BN/ReadVariableOp_1"; +"220 mobilenetv2_1.00_96/block_3_project_BN/ReadVariableOp_1" -> "225 mobilenetv2_1.00_96/block_3_project_BN/FusedBatchNormV3"; +"221 mobilenetv2_1.00_96/block_3_project_BN/FusedBatchNormV3/ReadVariableOp/resource" -> "222 mobilenetv2_1.00_96/block_3_project_BN/FusedBatchNormV3/ReadVariableOp"; +"222 mobilenetv2_1.00_96/block_3_project_BN/FusedBatchNormV3/ReadVariableOp" -> "225 mobilenetv2_1.00_96/block_3_project_BN/FusedBatchNormV3"; +"223 mobilenetv2_1.00_96/block_3_project_BN/FusedBatchNormV3/ReadVariableOp_1/resource" -> "224 mobilenetv2_1.00_96/block_3_project_BN/FusedBatchNormV3/ReadVariableOp_1"; +"224 mobilenetv2_1.00_96/block_3_project_BN/FusedBatchNormV3/ReadVariableOp_1" -> "225 mobilenetv2_1.00_96/block_3_project_BN/FusedBatchNormV3"; +"225 mobilenetv2_1.00_96/block_3_project_BN/FusedBatchNormV3" -> "233 mobilenetv2_1.00_96/block_4_expand/Conv2D"; +"225 mobilenetv2_1.00_96/block_3_project_BN/FusedBatchNormV3" -> "281 mobilenetv2_1.00_96/block_4_add/add"; +"226 mobilenetv2_1.00_96/block_4_expand/Sigmoid/ReadVariableOp/resource" -> "227 mobilenetv2_1.00_96/block_4_expand/Sigmoid/ReadVariableOp"; +"227 mobilenetv2_1.00_96/block_4_expand/Sigmoid/ReadVariableOp" -> "228 mobilenetv2_1.00_96/block_4_expand/Sigmoid"; +"228 mobilenetv2_1.00_96/block_4_expand/Sigmoid" -> "229 mobilenetv2_1.00_96/block_4_expand/Round"; +"229 mobilenetv2_1.00_96/block_4_expand/Round" -> "232 mobilenetv2_1.00_96/block_4_expand/mul"; +"230 mobilenetv2_1.00_96/block_4_expand/ReadVariableOp/resource" -> "231 mobilenetv2_1.00_96/block_4_expand/ReadVariableOp"; +"231 mobilenetv2_1.00_96/block_4_expand/ReadVariableOp" -> "232 mobilenetv2_1.00_96/block_4_expand/mul"; +"232 mobilenetv2_1.00_96/block_4_expand/mul" -> "233 mobilenetv2_1.00_96/block_4_expand/Conv2D"; +"233 mobilenetv2_1.00_96/block_4_expand/Conv2D" -> "242 mobilenetv2_1.00_96/block_4_expand_BN/FusedBatchNormV3"; +"234 mobilenetv2_1.00_96/block_4_expand_BN/ReadVariableOp/resource" -> "235 mobilenetv2_1.00_96/block_4_expand_BN/ReadVariableOp"; +"235 mobilenetv2_1.00_96/block_4_expand_BN/ReadVariableOp" -> "242 mobilenetv2_1.00_96/block_4_expand_BN/FusedBatchNormV3"; +"236 mobilenetv2_1.00_96/block_4_expand_BN/ReadVariableOp_1/resource" -> "237 mobilenetv2_1.00_96/block_4_expand_BN/ReadVariableOp_1"; +"237 mobilenetv2_1.00_96/block_4_expand_BN/ReadVariableOp_1" -> "242 mobilenetv2_1.00_96/block_4_expand_BN/FusedBatchNormV3"; +"238 mobilenetv2_1.00_96/block_4_expand_BN/FusedBatchNormV3/ReadVariableOp/resource" -> "239 mobilenetv2_1.00_96/block_4_expand_BN/FusedBatchNormV3/ReadVariableOp"; +"239 mobilenetv2_1.00_96/block_4_expand_BN/FusedBatchNormV3/ReadVariableOp" -> "242 mobilenetv2_1.00_96/block_4_expand_BN/FusedBatchNormV3"; +"240 mobilenetv2_1.00_96/block_4_expand_BN/FusedBatchNormV3/ReadVariableOp_1/resource" -> "241 mobilenetv2_1.00_96/block_4_expand_BN/FusedBatchNormV3/ReadVariableOp_1"; +"241 mobilenetv2_1.00_96/block_4_expand_BN/FusedBatchNormV3/ReadVariableOp_1" -> "242 mobilenetv2_1.00_96/block_4_expand_BN/FusedBatchNormV3"; +"242 mobilenetv2_1.00_96/block_4_expand_BN/FusedBatchNormV3" -> "243 mobilenetv2_1.00_96/block_4_expand_relu/Relu6"; +"243 mobilenetv2_1.00_96/block_4_expand_relu/Relu6" -> "253 mobilenetv2_1.00_96/block_4_depthwise/depthwise"; +"244 mobilenetv2_1.00_96/block_4_depthwise/Sigmoid/ReadVariableOp/resource" -> "245 mobilenetv2_1.00_96/block_4_depthwise/Sigmoid/ReadVariableOp"; +"245 mobilenetv2_1.00_96/block_4_depthwise/Sigmoid/ReadVariableOp" -> "246 mobilenetv2_1.00_96/block_4_depthwise/Sigmoid"; +"246 mobilenetv2_1.00_96/block_4_depthwise/Sigmoid" -> "247 mobilenetv2_1.00_96/block_4_depthwise/Round"; +"247 mobilenetv2_1.00_96/block_4_depthwise/Round" -> "250 mobilenetv2_1.00_96/block_4_depthwise/mul"; +"248 mobilenetv2_1.00_96/block_4_depthwise/ReadVariableOp/resource" -> "249 mobilenetv2_1.00_96/block_4_depthwise/ReadVariableOp"; +"249 mobilenetv2_1.00_96/block_4_depthwise/ReadVariableOp" -> "250 mobilenetv2_1.00_96/block_4_depthwise/mul"; +"250 mobilenetv2_1.00_96/block_4_depthwise/mul" -> "253 mobilenetv2_1.00_96/block_4_depthwise/depthwise"; +"253 mobilenetv2_1.00_96/block_4_depthwise/depthwise" -> "262 mobilenetv2_1.00_96/block_4_depthwise_BN/FusedBatchNormV3"; +"254 mobilenetv2_1.00_96/block_4_depthwise_BN/ReadVariableOp/resource" -> "255 mobilenetv2_1.00_96/block_4_depthwise_BN/ReadVariableOp"; +"255 mobilenetv2_1.00_96/block_4_depthwise_BN/ReadVariableOp" -> "262 mobilenetv2_1.00_96/block_4_depthwise_BN/FusedBatchNormV3"; +"256 mobilenetv2_1.00_96/block_4_depthwise_BN/ReadVariableOp_1/resource" -> "257 mobilenetv2_1.00_96/block_4_depthwise_BN/ReadVariableOp_1"; +"257 mobilenetv2_1.00_96/block_4_depthwise_BN/ReadVariableOp_1" -> "262 mobilenetv2_1.00_96/block_4_depthwise_BN/FusedBatchNormV3"; +"258 mobilenetv2_1.00_96/block_4_depthwise_BN/FusedBatchNormV3/ReadVariableOp/resource" -> "259 mobilenetv2_1.00_96/block_4_depthwise_BN/FusedBatchNormV3/ReadVariableOp"; +"259 mobilenetv2_1.00_96/block_4_depthwise_BN/FusedBatchNormV3/ReadVariableOp" -> "262 mobilenetv2_1.00_96/block_4_depthwise_BN/FusedBatchNormV3"; +"260 mobilenetv2_1.00_96/block_4_depthwise_BN/FusedBatchNormV3/ReadVariableOp_1/resource" -> "261 mobilenetv2_1.00_96/block_4_depthwise_BN/FusedBatchNormV3/ReadVariableOp_1"; +"261 mobilenetv2_1.00_96/block_4_depthwise_BN/FusedBatchNormV3/ReadVariableOp_1" -> "262 mobilenetv2_1.00_96/block_4_depthwise_BN/FusedBatchNormV3"; +"262 mobilenetv2_1.00_96/block_4_depthwise_BN/FusedBatchNormV3" -> "263 mobilenetv2_1.00_96/block_4_depthwise_relu/Relu6"; +"263 mobilenetv2_1.00_96/block_4_depthwise_relu/Relu6" -> "271 mobilenetv2_1.00_96/block_4_project/Conv2D"; +"264 mobilenetv2_1.00_96/block_4_project/Sigmoid/ReadVariableOp/resource" -> "265 mobilenetv2_1.00_96/block_4_project/Sigmoid/ReadVariableOp"; +"265 mobilenetv2_1.00_96/block_4_project/Sigmoid/ReadVariableOp" -> "266 mobilenetv2_1.00_96/block_4_project/Sigmoid"; +"266 mobilenetv2_1.00_96/block_4_project/Sigmoid" -> "267 mobilenetv2_1.00_96/block_4_project/Round"; +"267 mobilenetv2_1.00_96/block_4_project/Round" -> "270 mobilenetv2_1.00_96/block_4_project/mul"; +"268 mobilenetv2_1.00_96/block_4_project/ReadVariableOp/resource" -> "269 mobilenetv2_1.00_96/block_4_project/ReadVariableOp"; +"269 mobilenetv2_1.00_96/block_4_project/ReadVariableOp" -> "270 mobilenetv2_1.00_96/block_4_project/mul"; +"270 mobilenetv2_1.00_96/block_4_project/mul" -> "271 mobilenetv2_1.00_96/block_4_project/Conv2D"; +"271 mobilenetv2_1.00_96/block_4_project/Conv2D" -> "280 mobilenetv2_1.00_96/block_4_project_BN/FusedBatchNormV3"; +"272 mobilenetv2_1.00_96/block_4_project_BN/ReadVariableOp/resource" -> "273 mobilenetv2_1.00_96/block_4_project_BN/ReadVariableOp"; +"273 mobilenetv2_1.00_96/block_4_project_BN/ReadVariableOp" -> "280 mobilenetv2_1.00_96/block_4_project_BN/FusedBatchNormV3"; +"274 mobilenetv2_1.00_96/block_4_project_BN/ReadVariableOp_1/resource" -> "275 mobilenetv2_1.00_96/block_4_project_BN/ReadVariableOp_1"; +"275 mobilenetv2_1.00_96/block_4_project_BN/ReadVariableOp_1" -> "280 mobilenetv2_1.00_96/block_4_project_BN/FusedBatchNormV3"; +"276 mobilenetv2_1.00_96/block_4_project_BN/FusedBatchNormV3/ReadVariableOp/resource" -> "277 mobilenetv2_1.00_96/block_4_project_BN/FusedBatchNormV3/ReadVariableOp"; +"277 mobilenetv2_1.00_96/block_4_project_BN/FusedBatchNormV3/ReadVariableOp" -> "280 mobilenetv2_1.00_96/block_4_project_BN/FusedBatchNormV3"; +"278 mobilenetv2_1.00_96/block_4_project_BN/FusedBatchNormV3/ReadVariableOp_1/resource" -> "279 mobilenetv2_1.00_96/block_4_project_BN/FusedBatchNormV3/ReadVariableOp_1"; +"279 mobilenetv2_1.00_96/block_4_project_BN/FusedBatchNormV3/ReadVariableOp_1" -> "280 mobilenetv2_1.00_96/block_4_project_BN/FusedBatchNormV3"; +"280 mobilenetv2_1.00_96/block_4_project_BN/FusedBatchNormV3" -> "281 mobilenetv2_1.00_96/block_4_add/add"; +"281 mobilenetv2_1.00_96/block_4_add/add" -> "289 mobilenetv2_1.00_96/block_5_expand/Conv2D"; +"281 mobilenetv2_1.00_96/block_4_add/add" -> "337 mobilenetv2_1.00_96/block_5_add/add"; +"282 mobilenetv2_1.00_96/block_5_expand/Sigmoid/ReadVariableOp/resource" -> "283 mobilenetv2_1.00_96/block_5_expand/Sigmoid/ReadVariableOp"; +"283 mobilenetv2_1.00_96/block_5_expand/Sigmoid/ReadVariableOp" -> "284 mobilenetv2_1.00_96/block_5_expand/Sigmoid"; +"284 mobilenetv2_1.00_96/block_5_expand/Sigmoid" -> "285 mobilenetv2_1.00_96/block_5_expand/Round"; +"285 mobilenetv2_1.00_96/block_5_expand/Round" -> "288 mobilenetv2_1.00_96/block_5_expand/mul"; +"286 mobilenetv2_1.00_96/block_5_expand/ReadVariableOp/resource" -> "287 mobilenetv2_1.00_96/block_5_expand/ReadVariableOp"; +"287 mobilenetv2_1.00_96/block_5_expand/ReadVariableOp" -> "288 mobilenetv2_1.00_96/block_5_expand/mul"; +"288 mobilenetv2_1.00_96/block_5_expand/mul" -> "289 mobilenetv2_1.00_96/block_5_expand/Conv2D"; +"289 mobilenetv2_1.00_96/block_5_expand/Conv2D" -> "298 mobilenetv2_1.00_96/block_5_expand_BN/FusedBatchNormV3"; +"290 mobilenetv2_1.00_96/block_5_expand_BN/ReadVariableOp/resource" -> "291 mobilenetv2_1.00_96/block_5_expand_BN/ReadVariableOp"; +"291 mobilenetv2_1.00_96/block_5_expand_BN/ReadVariableOp" -> "298 mobilenetv2_1.00_96/block_5_expand_BN/FusedBatchNormV3"; +"292 mobilenetv2_1.00_96/block_5_expand_BN/ReadVariableOp_1/resource" -> "293 mobilenetv2_1.00_96/block_5_expand_BN/ReadVariableOp_1"; +"293 mobilenetv2_1.00_96/block_5_expand_BN/ReadVariableOp_1" -> "298 mobilenetv2_1.00_96/block_5_expand_BN/FusedBatchNormV3"; +"294 mobilenetv2_1.00_96/block_5_expand_BN/FusedBatchNormV3/ReadVariableOp/resource" -> "295 mobilenetv2_1.00_96/block_5_expand_BN/FusedBatchNormV3/ReadVariableOp"; +"295 mobilenetv2_1.00_96/block_5_expand_BN/FusedBatchNormV3/ReadVariableOp" -> "298 mobilenetv2_1.00_96/block_5_expand_BN/FusedBatchNormV3"; +"296 mobilenetv2_1.00_96/block_5_expand_BN/FusedBatchNormV3/ReadVariableOp_1/resource" -> "297 mobilenetv2_1.00_96/block_5_expand_BN/FusedBatchNormV3/ReadVariableOp_1"; +"297 mobilenetv2_1.00_96/block_5_expand_BN/FusedBatchNormV3/ReadVariableOp_1" -> "298 mobilenetv2_1.00_96/block_5_expand_BN/FusedBatchNormV3"; +"298 mobilenetv2_1.00_96/block_5_expand_BN/FusedBatchNormV3" -> "299 mobilenetv2_1.00_96/block_5_expand_relu/Relu6"; +"299 mobilenetv2_1.00_96/block_5_expand_relu/Relu6" -> "309 mobilenetv2_1.00_96/block_5_depthwise/depthwise"; +"300 mobilenetv2_1.00_96/block_5_depthwise/Sigmoid/ReadVariableOp/resource" -> "301 mobilenetv2_1.00_96/block_5_depthwise/Sigmoid/ReadVariableOp"; +"301 mobilenetv2_1.00_96/block_5_depthwise/Sigmoid/ReadVariableOp" -> "302 mobilenetv2_1.00_96/block_5_depthwise/Sigmoid"; +"302 mobilenetv2_1.00_96/block_5_depthwise/Sigmoid" -> "303 mobilenetv2_1.00_96/block_5_depthwise/Round"; +"303 mobilenetv2_1.00_96/block_5_depthwise/Round" -> "306 mobilenetv2_1.00_96/block_5_depthwise/mul"; +"304 mobilenetv2_1.00_96/block_5_depthwise/ReadVariableOp/resource" -> "305 mobilenetv2_1.00_96/block_5_depthwise/ReadVariableOp"; +"305 mobilenetv2_1.00_96/block_5_depthwise/ReadVariableOp" -> "306 mobilenetv2_1.00_96/block_5_depthwise/mul"; +"306 mobilenetv2_1.00_96/block_5_depthwise/mul" -> "309 mobilenetv2_1.00_96/block_5_depthwise/depthwise"; +"309 mobilenetv2_1.00_96/block_5_depthwise/depthwise" -> "318 mobilenetv2_1.00_96/block_5_depthwise_BN/FusedBatchNormV3"; +"310 mobilenetv2_1.00_96/block_5_depthwise_BN/ReadVariableOp/resource" -> "311 mobilenetv2_1.00_96/block_5_depthwise_BN/ReadVariableOp"; +"311 mobilenetv2_1.00_96/block_5_depthwise_BN/ReadVariableOp" -> "318 mobilenetv2_1.00_96/block_5_depthwise_BN/FusedBatchNormV3"; +"312 mobilenetv2_1.00_96/block_5_depthwise_BN/ReadVariableOp_1/resource" -> "313 mobilenetv2_1.00_96/block_5_depthwise_BN/ReadVariableOp_1"; +"313 mobilenetv2_1.00_96/block_5_depthwise_BN/ReadVariableOp_1" -> "318 mobilenetv2_1.00_96/block_5_depthwise_BN/FusedBatchNormV3"; +"314 mobilenetv2_1.00_96/block_5_depthwise_BN/FusedBatchNormV3/ReadVariableOp/resource" -> "315 mobilenetv2_1.00_96/block_5_depthwise_BN/FusedBatchNormV3/ReadVariableOp"; +"315 mobilenetv2_1.00_96/block_5_depthwise_BN/FusedBatchNormV3/ReadVariableOp" -> "318 mobilenetv2_1.00_96/block_5_depthwise_BN/FusedBatchNormV3"; +"316 mobilenetv2_1.00_96/block_5_depthwise_BN/FusedBatchNormV3/ReadVariableOp_1/resource" -> "317 mobilenetv2_1.00_96/block_5_depthwise_BN/FusedBatchNormV3/ReadVariableOp_1"; +"317 mobilenetv2_1.00_96/block_5_depthwise_BN/FusedBatchNormV3/ReadVariableOp_1" -> "318 mobilenetv2_1.00_96/block_5_depthwise_BN/FusedBatchNormV3"; +"318 mobilenetv2_1.00_96/block_5_depthwise_BN/FusedBatchNormV3" -> "319 mobilenetv2_1.00_96/block_5_depthwise_relu/Relu6"; +"319 mobilenetv2_1.00_96/block_5_depthwise_relu/Relu6" -> "327 mobilenetv2_1.00_96/block_5_project/Conv2D"; +"320 mobilenetv2_1.00_96/block_5_project/Sigmoid/ReadVariableOp/resource" -> "321 mobilenetv2_1.00_96/block_5_project/Sigmoid/ReadVariableOp"; +"321 mobilenetv2_1.00_96/block_5_project/Sigmoid/ReadVariableOp" -> "322 mobilenetv2_1.00_96/block_5_project/Sigmoid"; +"322 mobilenetv2_1.00_96/block_5_project/Sigmoid" -> "323 mobilenetv2_1.00_96/block_5_project/Round"; +"323 mobilenetv2_1.00_96/block_5_project/Round" -> "326 mobilenetv2_1.00_96/block_5_project/mul"; +"324 mobilenetv2_1.00_96/block_5_project/ReadVariableOp/resource" -> "325 mobilenetv2_1.00_96/block_5_project/ReadVariableOp"; +"325 mobilenetv2_1.00_96/block_5_project/ReadVariableOp" -> "326 mobilenetv2_1.00_96/block_5_project/mul"; +"326 mobilenetv2_1.00_96/block_5_project/mul" -> "327 mobilenetv2_1.00_96/block_5_project/Conv2D"; +"327 mobilenetv2_1.00_96/block_5_project/Conv2D" -> "336 mobilenetv2_1.00_96/block_5_project_BN/FusedBatchNormV3"; +"328 mobilenetv2_1.00_96/block_5_project_BN/ReadVariableOp/resource" -> "329 mobilenetv2_1.00_96/block_5_project_BN/ReadVariableOp"; +"329 mobilenetv2_1.00_96/block_5_project_BN/ReadVariableOp" -> "336 mobilenetv2_1.00_96/block_5_project_BN/FusedBatchNormV3"; +"330 mobilenetv2_1.00_96/block_5_project_BN/ReadVariableOp_1/resource" -> "331 mobilenetv2_1.00_96/block_5_project_BN/ReadVariableOp_1"; +"331 mobilenetv2_1.00_96/block_5_project_BN/ReadVariableOp_1" -> "336 mobilenetv2_1.00_96/block_5_project_BN/FusedBatchNormV3"; +"332 mobilenetv2_1.00_96/block_5_project_BN/FusedBatchNormV3/ReadVariableOp/resource" -> "333 mobilenetv2_1.00_96/block_5_project_BN/FusedBatchNormV3/ReadVariableOp"; +"333 mobilenetv2_1.00_96/block_5_project_BN/FusedBatchNormV3/ReadVariableOp" -> "336 mobilenetv2_1.00_96/block_5_project_BN/FusedBatchNormV3"; +"334 mobilenetv2_1.00_96/block_5_project_BN/FusedBatchNormV3/ReadVariableOp_1/resource" -> "335 mobilenetv2_1.00_96/block_5_project_BN/FusedBatchNormV3/ReadVariableOp_1"; +"335 mobilenetv2_1.00_96/block_5_project_BN/FusedBatchNormV3/ReadVariableOp_1" -> "336 mobilenetv2_1.00_96/block_5_project_BN/FusedBatchNormV3"; +"336 mobilenetv2_1.00_96/block_5_project_BN/FusedBatchNormV3" -> "337 mobilenetv2_1.00_96/block_5_add/add"; +"337 mobilenetv2_1.00_96/block_5_add/add" -> "345 mobilenetv2_1.00_96/block_6_expand/Conv2D"; +"338 mobilenetv2_1.00_96/block_6_expand/Sigmoid/ReadVariableOp/resource" -> "339 mobilenetv2_1.00_96/block_6_expand/Sigmoid/ReadVariableOp"; +"339 mobilenetv2_1.00_96/block_6_expand/Sigmoid/ReadVariableOp" -> "340 mobilenetv2_1.00_96/block_6_expand/Sigmoid"; +"340 mobilenetv2_1.00_96/block_6_expand/Sigmoid" -> "341 mobilenetv2_1.00_96/block_6_expand/Round"; +"341 mobilenetv2_1.00_96/block_6_expand/Round" -> "344 mobilenetv2_1.00_96/block_6_expand/mul"; +"342 mobilenetv2_1.00_96/block_6_expand/ReadVariableOp/resource" -> "343 mobilenetv2_1.00_96/block_6_expand/ReadVariableOp"; +"343 mobilenetv2_1.00_96/block_6_expand/ReadVariableOp" -> "344 mobilenetv2_1.00_96/block_6_expand/mul"; +"344 mobilenetv2_1.00_96/block_6_expand/mul" -> "345 mobilenetv2_1.00_96/block_6_expand/Conv2D"; +"345 mobilenetv2_1.00_96/block_6_expand/Conv2D" -> "354 mobilenetv2_1.00_96/block_6_expand_BN/FusedBatchNormV3"; +"346 mobilenetv2_1.00_96/block_6_expand_BN/ReadVariableOp/resource" -> "347 mobilenetv2_1.00_96/block_6_expand_BN/ReadVariableOp"; +"347 mobilenetv2_1.00_96/block_6_expand_BN/ReadVariableOp" -> "354 mobilenetv2_1.00_96/block_6_expand_BN/FusedBatchNormV3"; +"348 mobilenetv2_1.00_96/block_6_expand_BN/ReadVariableOp_1/resource" -> "349 mobilenetv2_1.00_96/block_6_expand_BN/ReadVariableOp_1"; +"349 mobilenetv2_1.00_96/block_6_expand_BN/ReadVariableOp_1" -> "354 mobilenetv2_1.00_96/block_6_expand_BN/FusedBatchNormV3"; +"350 mobilenetv2_1.00_96/block_6_expand_BN/FusedBatchNormV3/ReadVariableOp/resource" -> "351 mobilenetv2_1.00_96/block_6_expand_BN/FusedBatchNormV3/ReadVariableOp"; +"351 mobilenetv2_1.00_96/block_6_expand_BN/FusedBatchNormV3/ReadVariableOp" -> "354 mobilenetv2_1.00_96/block_6_expand_BN/FusedBatchNormV3"; +"352 mobilenetv2_1.00_96/block_6_expand_BN/FusedBatchNormV3/ReadVariableOp_1/resource" -> "353 mobilenetv2_1.00_96/block_6_expand_BN/FusedBatchNormV3/ReadVariableOp_1"; +"353 mobilenetv2_1.00_96/block_6_expand_BN/FusedBatchNormV3/ReadVariableOp_1" -> "354 mobilenetv2_1.00_96/block_6_expand_BN/FusedBatchNormV3"; +"354 mobilenetv2_1.00_96/block_6_expand_BN/FusedBatchNormV3" -> "355 mobilenetv2_1.00_96/block_6_expand_relu/Relu6"; +"355 mobilenetv2_1.00_96/block_6_expand_relu/Relu6" -> "357 mobilenetv2_1.00_96/block_6_pad/Pad"; +"356 mobilenetv2_1.00_96/block_6_pad/Pad/paddings" -> "357 mobilenetv2_1.00_96/block_6_pad/Pad"; +"357 mobilenetv2_1.00_96/block_6_pad/Pad" -> "367 mobilenetv2_1.00_96/block_6_depthwise/depthwise"; +"358 mobilenetv2_1.00_96/block_6_depthwise/Sigmoid/ReadVariableOp/resource" -> "359 mobilenetv2_1.00_96/block_6_depthwise/Sigmoid/ReadVariableOp"; +"359 mobilenetv2_1.00_96/block_6_depthwise/Sigmoid/ReadVariableOp" -> "360 mobilenetv2_1.00_96/block_6_depthwise/Sigmoid"; +"360 mobilenetv2_1.00_96/block_6_depthwise/Sigmoid" -> "361 mobilenetv2_1.00_96/block_6_depthwise/Round"; +"361 mobilenetv2_1.00_96/block_6_depthwise/Round" -> "364 mobilenetv2_1.00_96/block_6_depthwise/mul"; +"362 mobilenetv2_1.00_96/block_6_depthwise/ReadVariableOp/resource" -> "363 mobilenetv2_1.00_96/block_6_depthwise/ReadVariableOp"; +"363 mobilenetv2_1.00_96/block_6_depthwise/ReadVariableOp" -> "364 mobilenetv2_1.00_96/block_6_depthwise/mul"; +"364 mobilenetv2_1.00_96/block_6_depthwise/mul" -> "367 mobilenetv2_1.00_96/block_6_depthwise/depthwise"; +"367 mobilenetv2_1.00_96/block_6_depthwise/depthwise" -> "376 mobilenetv2_1.00_96/block_6_depthwise_BN/FusedBatchNormV3"; +"368 mobilenetv2_1.00_96/block_6_depthwise_BN/ReadVariableOp/resource" -> "369 mobilenetv2_1.00_96/block_6_depthwise_BN/ReadVariableOp"; +"369 mobilenetv2_1.00_96/block_6_depthwise_BN/ReadVariableOp" -> "376 mobilenetv2_1.00_96/block_6_depthwise_BN/FusedBatchNormV3"; +"370 mobilenetv2_1.00_96/block_6_depthwise_BN/ReadVariableOp_1/resource" -> "371 mobilenetv2_1.00_96/block_6_depthwise_BN/ReadVariableOp_1"; +"371 mobilenetv2_1.00_96/block_6_depthwise_BN/ReadVariableOp_1" -> "376 mobilenetv2_1.00_96/block_6_depthwise_BN/FusedBatchNormV3"; +"372 mobilenetv2_1.00_96/block_6_depthwise_BN/FusedBatchNormV3/ReadVariableOp/resource" -> "373 mobilenetv2_1.00_96/block_6_depthwise_BN/FusedBatchNormV3/ReadVariableOp"; +"373 mobilenetv2_1.00_96/block_6_depthwise_BN/FusedBatchNormV3/ReadVariableOp" -> "376 mobilenetv2_1.00_96/block_6_depthwise_BN/FusedBatchNormV3"; +"374 mobilenetv2_1.00_96/block_6_depthwise_BN/FusedBatchNormV3/ReadVariableOp_1/resource" -> "375 mobilenetv2_1.00_96/block_6_depthwise_BN/FusedBatchNormV3/ReadVariableOp_1"; +"375 mobilenetv2_1.00_96/block_6_depthwise_BN/FusedBatchNormV3/ReadVariableOp_1" -> "376 mobilenetv2_1.00_96/block_6_depthwise_BN/FusedBatchNormV3"; +"376 mobilenetv2_1.00_96/block_6_depthwise_BN/FusedBatchNormV3" -> "377 mobilenetv2_1.00_96/block_6_depthwise_relu/Relu6"; +"377 mobilenetv2_1.00_96/block_6_depthwise_relu/Relu6" -> "385 mobilenetv2_1.00_96/block_6_project/Conv2D"; +"378 mobilenetv2_1.00_96/block_6_project/Sigmoid/ReadVariableOp/resource" -> "379 mobilenetv2_1.00_96/block_6_project/Sigmoid/ReadVariableOp"; +"379 mobilenetv2_1.00_96/block_6_project/Sigmoid/ReadVariableOp" -> "380 mobilenetv2_1.00_96/block_6_project/Sigmoid"; +"380 mobilenetv2_1.00_96/block_6_project/Sigmoid" -> "381 mobilenetv2_1.00_96/block_6_project/Round"; +"381 mobilenetv2_1.00_96/block_6_project/Round" -> "384 mobilenetv2_1.00_96/block_6_project/mul"; +"382 mobilenetv2_1.00_96/block_6_project/ReadVariableOp/resource" -> "383 mobilenetv2_1.00_96/block_6_project/ReadVariableOp"; +"383 mobilenetv2_1.00_96/block_6_project/ReadVariableOp" -> "384 mobilenetv2_1.00_96/block_6_project/mul"; +"384 mobilenetv2_1.00_96/block_6_project/mul" -> "385 mobilenetv2_1.00_96/block_6_project/Conv2D"; +"385 mobilenetv2_1.00_96/block_6_project/Conv2D" -> "394 mobilenetv2_1.00_96/block_6_project_BN/FusedBatchNormV3"; +"386 mobilenetv2_1.00_96/block_6_project_BN/ReadVariableOp/resource" -> "387 mobilenetv2_1.00_96/block_6_project_BN/ReadVariableOp"; +"387 mobilenetv2_1.00_96/block_6_project_BN/ReadVariableOp" -> "394 mobilenetv2_1.00_96/block_6_project_BN/FusedBatchNormV3"; +"388 mobilenetv2_1.00_96/block_6_project_BN/ReadVariableOp_1/resource" -> "389 mobilenetv2_1.00_96/block_6_project_BN/ReadVariableOp_1"; +"389 mobilenetv2_1.00_96/block_6_project_BN/ReadVariableOp_1" -> "394 mobilenetv2_1.00_96/block_6_project_BN/FusedBatchNormV3"; +"390 mobilenetv2_1.00_96/block_6_project_BN/FusedBatchNormV3/ReadVariableOp/resource" -> "391 mobilenetv2_1.00_96/block_6_project_BN/FusedBatchNormV3/ReadVariableOp"; +"391 mobilenetv2_1.00_96/block_6_project_BN/FusedBatchNormV3/ReadVariableOp" -> "394 mobilenetv2_1.00_96/block_6_project_BN/FusedBatchNormV3"; +"392 mobilenetv2_1.00_96/block_6_project_BN/FusedBatchNormV3/ReadVariableOp_1/resource" -> "393 mobilenetv2_1.00_96/block_6_project_BN/FusedBatchNormV3/ReadVariableOp_1"; +"393 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mobilenetv2_1.00_96/block_8_expand_BN/FusedBatchNormV3"; +"463 mobilenetv2_1.00_96/block_8_expand_BN/FusedBatchNormV3/ReadVariableOp/resource" -> "464 mobilenetv2_1.00_96/block_8_expand_BN/FusedBatchNormV3/ReadVariableOp"; +"464 mobilenetv2_1.00_96/block_8_expand_BN/FusedBatchNormV3/ReadVariableOp" -> "467 mobilenetv2_1.00_96/block_8_expand_BN/FusedBatchNormV3"; +"465 mobilenetv2_1.00_96/block_8_expand_BN/FusedBatchNormV3/ReadVariableOp_1/resource" -> "466 mobilenetv2_1.00_96/block_8_expand_BN/FusedBatchNormV3/ReadVariableOp_1"; +"466 mobilenetv2_1.00_96/block_8_expand_BN/FusedBatchNormV3/ReadVariableOp_1" -> "467 mobilenetv2_1.00_96/block_8_expand_BN/FusedBatchNormV3"; +"467 mobilenetv2_1.00_96/block_8_expand_BN/FusedBatchNormV3" -> "468 mobilenetv2_1.00_96/block_8_expand_relu/Relu6"; +"468 mobilenetv2_1.00_96/block_8_expand_relu/Relu6" -> "478 mobilenetv2_1.00_96/block_8_depthwise/depthwise"; +"469 mobilenetv2_1.00_96/block_8_depthwise/Sigmoid/ReadVariableOp/resource" -> "470 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mobilenetv2_1.00_96/block_9_expand/Sigmoid/ReadVariableOp" -> "509 mobilenetv2_1.00_96/block_9_expand/Sigmoid"; +"509 mobilenetv2_1.00_96/block_9_expand/Sigmoid" -> "510 mobilenetv2_1.00_96/block_9_expand/Round"; +"510 mobilenetv2_1.00_96/block_9_expand/Round" -> "513 mobilenetv2_1.00_96/block_9_expand/mul"; +"511 mobilenetv2_1.00_96/block_9_expand/ReadVariableOp/resource" -> "512 mobilenetv2_1.00_96/block_9_expand/ReadVariableOp"; +"512 mobilenetv2_1.00_96/block_9_expand/ReadVariableOp" -> "513 mobilenetv2_1.00_96/block_9_expand/mul"; +"513 mobilenetv2_1.00_96/block_9_expand/mul" -> "514 mobilenetv2_1.00_96/block_9_expand/Conv2D"; +"514 mobilenetv2_1.00_96/block_9_expand/Conv2D" -> "523 mobilenetv2_1.00_96/block_9_expand_BN/FusedBatchNormV3"; +"515 mobilenetv2_1.00_96/block_9_expand_BN/ReadVariableOp/resource" -> "516 mobilenetv2_1.00_96/block_9_expand_BN/ReadVariableOp"; +"516 mobilenetv2_1.00_96/block_9_expand_BN/ReadVariableOp" -> "523 mobilenetv2_1.00_96/block_9_expand_BN/FusedBatchNormV3"; +"517 mobilenetv2_1.00_96/block_9_expand_BN/ReadVariableOp_1/resource" -> "518 mobilenetv2_1.00_96/block_9_expand_BN/ReadVariableOp_1"; +"518 mobilenetv2_1.00_96/block_9_expand_BN/ReadVariableOp_1" -> "523 mobilenetv2_1.00_96/block_9_expand_BN/FusedBatchNormV3"; +"519 mobilenetv2_1.00_96/block_9_expand_BN/FusedBatchNormV3/ReadVariableOp/resource" -> "520 mobilenetv2_1.00_96/block_9_expand_BN/FusedBatchNormV3/ReadVariableOp"; +"520 mobilenetv2_1.00_96/block_9_expand_BN/FusedBatchNormV3/ReadVariableOp" -> "523 mobilenetv2_1.00_96/block_9_expand_BN/FusedBatchNormV3"; +"521 mobilenetv2_1.00_96/block_9_expand_BN/FusedBatchNormV3/ReadVariableOp_1/resource" -> "522 mobilenetv2_1.00_96/block_9_expand_BN/FusedBatchNormV3/ReadVariableOp_1"; +"522 mobilenetv2_1.00_96/block_9_expand_BN/FusedBatchNormV3/ReadVariableOp_1" -> "523 mobilenetv2_1.00_96/block_9_expand_BN/FusedBatchNormV3"; +"523 mobilenetv2_1.00_96/block_9_expand_BN/FusedBatchNormV3" -> "524 mobilenetv2_1.00_96/block_9_expand_relu/Relu6"; +"524 mobilenetv2_1.00_96/block_9_expand_relu/Relu6" -> "534 mobilenetv2_1.00_96/block_9_depthwise/depthwise"; +"525 mobilenetv2_1.00_96/block_9_depthwise/Sigmoid/ReadVariableOp/resource" -> "526 mobilenetv2_1.00_96/block_9_depthwise/Sigmoid/ReadVariableOp"; +"526 mobilenetv2_1.00_96/block_9_depthwise/Sigmoid/ReadVariableOp" -> "527 mobilenetv2_1.00_96/block_9_depthwise/Sigmoid"; +"527 mobilenetv2_1.00_96/block_9_depthwise/Sigmoid" -> "528 mobilenetv2_1.00_96/block_9_depthwise/Round"; +"528 mobilenetv2_1.00_96/block_9_depthwise/Round" -> "531 mobilenetv2_1.00_96/block_9_depthwise/mul"; +"529 mobilenetv2_1.00_96/block_9_depthwise/ReadVariableOp/resource" -> "530 mobilenetv2_1.00_96/block_9_depthwise/ReadVariableOp"; +"530 mobilenetv2_1.00_96/block_9_depthwise/ReadVariableOp" -> "531 mobilenetv2_1.00_96/block_9_depthwise/mul"; +"531 mobilenetv2_1.00_96/block_9_depthwise/mul" -> "534 mobilenetv2_1.00_96/block_9_depthwise/depthwise"; +"534 mobilenetv2_1.00_96/block_9_depthwise/depthwise" -> "543 mobilenetv2_1.00_96/block_9_depthwise_BN/FusedBatchNormV3"; +"535 mobilenetv2_1.00_96/block_9_depthwise_BN/ReadVariableOp/resource" -> "536 mobilenetv2_1.00_96/block_9_depthwise_BN/ReadVariableOp"; +"536 mobilenetv2_1.00_96/block_9_depthwise_BN/ReadVariableOp" -> "543 mobilenetv2_1.00_96/block_9_depthwise_BN/FusedBatchNormV3"; +"537 mobilenetv2_1.00_96/block_9_depthwise_BN/ReadVariableOp_1/resource" -> "538 mobilenetv2_1.00_96/block_9_depthwise_BN/ReadVariableOp_1"; +"538 mobilenetv2_1.00_96/block_9_depthwise_BN/ReadVariableOp_1" -> "543 mobilenetv2_1.00_96/block_9_depthwise_BN/FusedBatchNormV3"; +"539 mobilenetv2_1.00_96/block_9_depthwise_BN/FusedBatchNormV3/ReadVariableOp/resource" -> "540 mobilenetv2_1.00_96/block_9_depthwise_BN/FusedBatchNormV3/ReadVariableOp"; +"540 mobilenetv2_1.00_96/block_9_depthwise_BN/FusedBatchNormV3/ReadVariableOp" -> "543 mobilenetv2_1.00_96/block_9_depthwise_BN/FusedBatchNormV3"; +"541 mobilenetv2_1.00_96/block_9_depthwise_BN/FusedBatchNormV3/ReadVariableOp_1/resource" -> "542 mobilenetv2_1.00_96/block_9_depthwise_BN/FusedBatchNormV3/ReadVariableOp_1"; +"542 mobilenetv2_1.00_96/block_9_depthwise_BN/FusedBatchNormV3/ReadVariableOp_1" -> "543 mobilenetv2_1.00_96/block_9_depthwise_BN/FusedBatchNormV3"; +"543 mobilenetv2_1.00_96/block_9_depthwise_BN/FusedBatchNormV3" -> "544 mobilenetv2_1.00_96/block_9_depthwise_relu/Relu6"; +"544 mobilenetv2_1.00_96/block_9_depthwise_relu/Relu6" -> "552 mobilenetv2_1.00_96/block_9_project/Conv2D"; +"545 mobilenetv2_1.00_96/block_9_project/Sigmoid/ReadVariableOp/resource" -> "546 mobilenetv2_1.00_96/block_9_project/Sigmoid/ReadVariableOp"; +"546 mobilenetv2_1.00_96/block_9_project/Sigmoid/ReadVariableOp" -> "547 mobilenetv2_1.00_96/block_9_project/Sigmoid"; +"547 mobilenetv2_1.00_96/block_9_project/Sigmoid" -> "548 mobilenetv2_1.00_96/block_9_project/Round"; +"548 mobilenetv2_1.00_96/block_9_project/Round" -> "551 mobilenetv2_1.00_96/block_9_project/mul"; +"549 mobilenetv2_1.00_96/block_9_project/ReadVariableOp/resource" -> "550 mobilenetv2_1.00_96/block_9_project/ReadVariableOp"; +"550 mobilenetv2_1.00_96/block_9_project/ReadVariableOp" -> "551 mobilenetv2_1.00_96/block_9_project/mul"; +"551 mobilenetv2_1.00_96/block_9_project/mul" -> "552 mobilenetv2_1.00_96/block_9_project/Conv2D"; +"552 mobilenetv2_1.00_96/block_9_project/Conv2D" -> "561 mobilenetv2_1.00_96/block_9_project_BN/FusedBatchNormV3"; +"553 mobilenetv2_1.00_96/block_9_project_BN/ReadVariableOp/resource" -> "554 mobilenetv2_1.00_96/block_9_project_BN/ReadVariableOp"; +"554 mobilenetv2_1.00_96/block_9_project_BN/ReadVariableOp" -> "561 mobilenetv2_1.00_96/block_9_project_BN/FusedBatchNormV3"; +"555 mobilenetv2_1.00_96/block_9_project_BN/ReadVariableOp_1/resource" -> "556 mobilenetv2_1.00_96/block_9_project_BN/ReadVariableOp_1"; +"556 mobilenetv2_1.00_96/block_9_project_BN/ReadVariableOp_1" -> "561 mobilenetv2_1.00_96/block_9_project_BN/FusedBatchNormV3"; +"557 mobilenetv2_1.00_96/block_9_project_BN/FusedBatchNormV3/ReadVariableOp/resource" -> "558 mobilenetv2_1.00_96/block_9_project_BN/FusedBatchNormV3/ReadVariableOp"; +"558 mobilenetv2_1.00_96/block_9_project_BN/FusedBatchNormV3/ReadVariableOp" -> "561 mobilenetv2_1.00_96/block_9_project_BN/FusedBatchNormV3"; +"559 mobilenetv2_1.00_96/block_9_project_BN/FusedBatchNormV3/ReadVariableOp_1/resource" -> "560 mobilenetv2_1.00_96/block_9_project_BN/FusedBatchNormV3/ReadVariableOp_1"; +"560 mobilenetv2_1.00_96/block_9_project_BN/FusedBatchNormV3/ReadVariableOp_1" -> "561 mobilenetv2_1.00_96/block_9_project_BN/FusedBatchNormV3"; +"561 mobilenetv2_1.00_96/block_9_project_BN/FusedBatchNormV3" -> "562 mobilenetv2_1.00_96/block_9_add/add"; +"562 mobilenetv2_1.00_96/block_9_add/add" -> "570 mobilenetv2_1.00_96/block_10_expand/Conv2D"; +"563 mobilenetv2_1.00_96/block_10_expand/Sigmoid/ReadVariableOp/resource" -> "564 mobilenetv2_1.00_96/block_10_expand/Sigmoid/ReadVariableOp"; +"564 mobilenetv2_1.00_96/block_10_expand/Sigmoid/ReadVariableOp" -> "565 mobilenetv2_1.00_96/block_10_expand/Sigmoid"; +"565 mobilenetv2_1.00_96/block_10_expand/Sigmoid" -> "566 mobilenetv2_1.00_96/block_10_expand/Round"; +"566 mobilenetv2_1.00_96/block_10_expand/Round" -> "569 mobilenetv2_1.00_96/block_10_expand/mul"; +"567 mobilenetv2_1.00_96/block_10_expand/ReadVariableOp/resource" -> "568 mobilenetv2_1.00_96/block_10_expand/ReadVariableOp"; +"568 mobilenetv2_1.00_96/block_10_expand/ReadVariableOp" -> "569 mobilenetv2_1.00_96/block_10_expand/mul"; +"569 mobilenetv2_1.00_96/block_10_expand/mul" -> "570 mobilenetv2_1.00_96/block_10_expand/Conv2D"; +"570 mobilenetv2_1.00_96/block_10_expand/Conv2D" -> "579 mobilenetv2_1.00_96/block_10_expand_BN/FusedBatchNormV3"; +"571 mobilenetv2_1.00_96/block_10_expand_BN/ReadVariableOp/resource" -> "572 mobilenetv2_1.00_96/block_10_expand_BN/ReadVariableOp"; +"572 mobilenetv2_1.00_96/block_10_expand_BN/ReadVariableOp" -> "579 mobilenetv2_1.00_96/block_10_expand_BN/FusedBatchNormV3"; +"573 mobilenetv2_1.00_96/block_10_expand_BN/ReadVariableOp_1/resource" -> "574 mobilenetv2_1.00_96/block_10_expand_BN/ReadVariableOp_1"; +"574 mobilenetv2_1.00_96/block_10_expand_BN/ReadVariableOp_1" -> "579 mobilenetv2_1.00_96/block_10_expand_BN/FusedBatchNormV3"; +"575 mobilenetv2_1.00_96/block_10_expand_BN/FusedBatchNormV3/ReadVariableOp/resource" -> "576 mobilenetv2_1.00_96/block_10_expand_BN/FusedBatchNormV3/ReadVariableOp"; +"576 mobilenetv2_1.00_96/block_10_expand_BN/FusedBatchNormV3/ReadVariableOp" -> "579 mobilenetv2_1.00_96/block_10_expand_BN/FusedBatchNormV3"; +"577 mobilenetv2_1.00_96/block_10_expand_BN/FusedBatchNormV3/ReadVariableOp_1/resource" -> "578 mobilenetv2_1.00_96/block_10_expand_BN/FusedBatchNormV3/ReadVariableOp_1"; +"578 mobilenetv2_1.00_96/block_10_expand_BN/FusedBatchNormV3/ReadVariableOp_1" -> "579 mobilenetv2_1.00_96/block_10_expand_BN/FusedBatchNormV3"; +"579 mobilenetv2_1.00_96/block_10_expand_BN/FusedBatchNormV3" -> "580 mobilenetv2_1.00_96/block_10_expand_relu/Relu6"; +"580 mobilenetv2_1.00_96/block_10_expand_relu/Relu6" -> "590 mobilenetv2_1.00_96/block_10_depthwise/depthwise"; +"581 mobilenetv2_1.00_96/block_10_depthwise/Sigmoid/ReadVariableOp/resource" -> "582 mobilenetv2_1.00_96/block_10_depthwise/Sigmoid/ReadVariableOp"; +"582 mobilenetv2_1.00_96/block_10_depthwise/Sigmoid/ReadVariableOp" -> "583 mobilenetv2_1.00_96/block_10_depthwise/Sigmoid"; +"583 mobilenetv2_1.00_96/block_10_depthwise/Sigmoid" -> "584 mobilenetv2_1.00_96/block_10_depthwise/Round"; +"584 mobilenetv2_1.00_96/block_10_depthwise/Round" -> "587 mobilenetv2_1.00_96/block_10_depthwise/mul"; +"585 mobilenetv2_1.00_96/block_10_depthwise/ReadVariableOp/resource" -> "586 mobilenetv2_1.00_96/block_10_depthwise/ReadVariableOp"; 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mobilenetv2_1.00_96/block_10_depthwise_BN/FusedBatchNormV3/ReadVariableOp"; +"596 mobilenetv2_1.00_96/block_10_depthwise_BN/FusedBatchNormV3/ReadVariableOp" -> "599 mobilenetv2_1.00_96/block_10_depthwise_BN/FusedBatchNormV3"; +"597 mobilenetv2_1.00_96/block_10_depthwise_BN/FusedBatchNormV3/ReadVariableOp_1/resource" -> "598 mobilenetv2_1.00_96/block_10_depthwise_BN/FusedBatchNormV3/ReadVariableOp_1"; +"598 mobilenetv2_1.00_96/block_10_depthwise_BN/FusedBatchNormV3/ReadVariableOp_1" -> "599 mobilenetv2_1.00_96/block_10_depthwise_BN/FusedBatchNormV3"; +"599 mobilenetv2_1.00_96/block_10_depthwise_BN/FusedBatchNormV3" -> "600 mobilenetv2_1.00_96/block_10_depthwise_relu/Relu6"; +"600 mobilenetv2_1.00_96/block_10_depthwise_relu/Relu6" -> "608 mobilenetv2_1.00_96/block_10_project/Conv2D"; +"601 mobilenetv2_1.00_96/block_10_project/Sigmoid/ReadVariableOp/resource" -> "602 mobilenetv2_1.00_96/block_10_project/Sigmoid/ReadVariableOp"; +"602 mobilenetv2_1.00_96/block_10_project/Sigmoid/ReadVariableOp" -> "603 mobilenetv2_1.00_96/block_10_project/Sigmoid"; +"603 mobilenetv2_1.00_96/block_10_project/Sigmoid" -> "604 mobilenetv2_1.00_96/block_10_project/Round"; +"604 mobilenetv2_1.00_96/block_10_project/Round" -> "607 mobilenetv2_1.00_96/block_10_project/mul"; +"605 mobilenetv2_1.00_96/block_10_project/ReadVariableOp/resource" -> "606 mobilenetv2_1.00_96/block_10_project/ReadVariableOp"; +"606 mobilenetv2_1.00_96/block_10_project/ReadVariableOp" -> "607 mobilenetv2_1.00_96/block_10_project/mul"; +"607 mobilenetv2_1.00_96/block_10_project/mul" -> "608 mobilenetv2_1.00_96/block_10_project/Conv2D"; +"608 mobilenetv2_1.00_96/block_10_project/Conv2D" -> "617 mobilenetv2_1.00_96/block_10_project_BN/FusedBatchNormV3"; +"609 mobilenetv2_1.00_96/block_10_project_BN/ReadVariableOp/resource" -> "610 mobilenetv2_1.00_96/block_10_project_BN/ReadVariableOp"; +"610 mobilenetv2_1.00_96/block_10_project_BN/ReadVariableOp" -> "617 mobilenetv2_1.00_96/block_10_project_BN/FusedBatchNormV3"; +"611 mobilenetv2_1.00_96/block_10_project_BN/ReadVariableOp_1/resource" -> "612 mobilenetv2_1.00_96/block_10_project_BN/ReadVariableOp_1"; +"612 mobilenetv2_1.00_96/block_10_project_BN/ReadVariableOp_1" -> "617 mobilenetv2_1.00_96/block_10_project_BN/FusedBatchNormV3"; +"613 mobilenetv2_1.00_96/block_10_project_BN/FusedBatchNormV3/ReadVariableOp/resource" -> "614 mobilenetv2_1.00_96/block_10_project_BN/FusedBatchNormV3/ReadVariableOp"; +"614 mobilenetv2_1.00_96/block_10_project_BN/FusedBatchNormV3/ReadVariableOp" -> "617 mobilenetv2_1.00_96/block_10_project_BN/FusedBatchNormV3"; +"615 mobilenetv2_1.00_96/block_10_project_BN/FusedBatchNormV3/ReadVariableOp_1/resource" -> "616 mobilenetv2_1.00_96/block_10_project_BN/FusedBatchNormV3/ReadVariableOp_1"; +"616 mobilenetv2_1.00_96/block_10_project_BN/FusedBatchNormV3/ReadVariableOp_1" -> "617 mobilenetv2_1.00_96/block_10_project_BN/FusedBatchNormV3"; +"617 mobilenetv2_1.00_96/block_10_project_BN/FusedBatchNormV3" -> "625 mobilenetv2_1.00_96/block_11_expand/Conv2D"; +"617 mobilenetv2_1.00_96/block_10_project_BN/FusedBatchNormV3" -> "673 mobilenetv2_1.00_96/block_11_add/add"; +"618 mobilenetv2_1.00_96/block_11_expand/Sigmoid/ReadVariableOp/resource" -> "619 mobilenetv2_1.00_96/block_11_expand/Sigmoid/ReadVariableOp"; +"619 mobilenetv2_1.00_96/block_11_expand/Sigmoid/ReadVariableOp" -> "620 mobilenetv2_1.00_96/block_11_expand/Sigmoid"; +"620 mobilenetv2_1.00_96/block_11_expand/Sigmoid" -> "621 mobilenetv2_1.00_96/block_11_expand/Round"; +"621 mobilenetv2_1.00_96/block_11_expand/Round" -> "624 mobilenetv2_1.00_96/block_11_expand/mul"; +"622 mobilenetv2_1.00_96/block_11_expand/ReadVariableOp/resource" -> "623 mobilenetv2_1.00_96/block_11_expand/ReadVariableOp"; +"623 mobilenetv2_1.00_96/block_11_expand/ReadVariableOp" -> "624 mobilenetv2_1.00_96/block_11_expand/mul"; +"624 mobilenetv2_1.00_96/block_11_expand/mul" -> "625 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b/tests/tensorflow/data/reference_graphs/2.11/sparsity/rb_sparsity/mobilenet_v3_large.dot new file mode 100644 index 00000000000..9f31dc70262 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.11/sparsity/rb_sparsity/mobilenet_v3_large.dot @@ -0,0 +1,2697 @@ +strict digraph { +"0 args_0" [id=0, op=Placeholder]; +"1 MobilenetV3large/rescaling/Cast/x" [id=1, op=Const]; +"2 MobilenetV3large/rescaling/Cast_1/x" [id=2, op=Const]; +"3 MobilenetV3large/rescaling/mul" [id=3, op=Mul]; +"4 MobilenetV3large/rescaling/add" [id=4, op=AddV2]; +"5 MobilenetV3large/Conv/Sigmoid/ReadVariableOp/resource" [id=5, op=Placeholder]; +"6 MobilenetV3large/Conv/Sigmoid/ReadVariableOp" [id=6, op=ReadVariableOp]; +"7 MobilenetV3large/Conv/Sigmoid" [id=7, op=Sigmoid]; +"8 MobilenetV3large/Conv/Round" [id=8, op=Round]; +"9 MobilenetV3large/Conv/ReadVariableOp/resource" [id=9, op=Placeholder]; +"10 MobilenetV3large/Conv/ReadVariableOp" [id=10, op=ReadVariableOp]; +"11 MobilenetV3large/Conv/mul" [id=11, 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MobilenetV3large/tf.__operators__.add/AddV2" -> "24 MobilenetV3large/re_lu/Relu6"; +"24 MobilenetV3large/re_lu/Relu6" -> "26 MobilenetV3large/tf.math.multiply/Mul"; +"25 MobilenetV3large/tf.math.multiply/Mul/y" -> "26 MobilenetV3large/tf.math.multiply/Mul"; +"26 MobilenetV3large/tf.math.multiply/Mul" -> "27 MobilenetV3large/multiply/mul"; +"27 MobilenetV3large/multiply/mul" -> "37 MobilenetV3large/expanded_conv/depthwise/depthwise"; +"27 MobilenetV3large/multiply/mul" -> "65 MobilenetV3large/expanded_conv/Add/add"; +"28 MobilenetV3large/expanded_conv/depthwise/Sigmoid/ReadVariableOp/resource" -> "29 MobilenetV3large/expanded_conv/depthwise/Sigmoid/ReadVariableOp"; +"29 MobilenetV3large/expanded_conv/depthwise/Sigmoid/ReadVariableOp" -> "30 MobilenetV3large/expanded_conv/depthwise/Sigmoid"; +"30 MobilenetV3large/expanded_conv/depthwise/Sigmoid" -> "31 MobilenetV3large/expanded_conv/depthwise/Round"; +"31 MobilenetV3large/expanded_conv/depthwise/Round" -> "34 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MobilenetV3large/expanded_conv_5/squeeze_excite/AvgPool/Mean"; +"411 MobilenetV3large/re_lu_13/Relu" -> "452 MobilenetV3large/expanded_conv_5/squeeze_excite/Mul/mul"; +"412 MobilenetV3large/expanded_conv_5/squeeze_excite/AvgPool/Mean/reduction_indices" -> "413 MobilenetV3large/expanded_conv_5/squeeze_excite/AvgPool/Mean"; +"413 MobilenetV3large/expanded_conv_5/squeeze_excite/AvgPool/Mean" -> "414 MobilenetV3large/reshape_2/Shape"; +"413 MobilenetV3large/expanded_conv_5/squeeze_excite/AvgPool/Mean" -> "423 MobilenetV3large/reshape_2/Reshape"; +"414 MobilenetV3large/reshape_2/Shape" -> "418 MobilenetV3large/reshape_2/strided_slice"; +"415 MobilenetV3large/reshape_2/strided_slice/stack" -> "418 MobilenetV3large/reshape_2/strided_slice"; +"416 MobilenetV3large/reshape_2/strided_slice/stack_1" -> "418 MobilenetV3large/reshape_2/strided_slice"; +"417 MobilenetV3large/reshape_2/strided_slice/stack_2" -> "418 MobilenetV3large/reshape_2/strided_slice"; +"418 MobilenetV3large/reshape_2/strided_slice" -> "422 MobilenetV3large/reshape_2/Reshape/shape"; +"419 MobilenetV3large/reshape_2/Reshape/shape/1" -> "422 MobilenetV3large/reshape_2/Reshape/shape"; +"420 MobilenetV3large/reshape_2/Reshape/shape/2" -> "422 MobilenetV3large/reshape_2/Reshape/shape"; +"421 MobilenetV3large/reshape_2/Reshape/shape/3" -> "422 MobilenetV3large/reshape_2/Reshape/shape"; +"422 MobilenetV3large/reshape_2/Reshape/shape" -> "423 MobilenetV3large/reshape_2/Reshape"; +"423 MobilenetV3large/reshape_2/Reshape" -> "431 MobilenetV3large/expanded_conv_5/squeeze_excite/Conv/Conv2D"; +"424 MobilenetV3large/expanded_conv_5/squeeze_excite/Conv/Sigmoid/ReadVariableOp/resource" -> "425 MobilenetV3large/expanded_conv_5/squeeze_excite/Conv/Sigmoid/ReadVariableOp"; +"425 MobilenetV3large/expanded_conv_5/squeeze_excite/Conv/Sigmoid/ReadVariableOp" -> "426 MobilenetV3large/expanded_conv_5/squeeze_excite/Conv/Sigmoid"; +"426 MobilenetV3large/expanded_conv_5/squeeze_excite/Conv/Sigmoid" -> "427 MobilenetV3large/expanded_conv_5/squeeze_excite/Conv/Round"; +"427 MobilenetV3large/expanded_conv_5/squeeze_excite/Conv/Round" -> "430 MobilenetV3large/expanded_conv_5/squeeze_excite/Conv/mul"; +"428 MobilenetV3large/expanded_conv_5/squeeze_excite/Conv/ReadVariableOp/resource" -> "429 MobilenetV3large/expanded_conv_5/squeeze_excite/Conv/ReadVariableOp"; +"429 MobilenetV3large/expanded_conv_5/squeeze_excite/Conv/ReadVariableOp" -> "430 MobilenetV3large/expanded_conv_5/squeeze_excite/Conv/mul"; +"430 MobilenetV3large/expanded_conv_5/squeeze_excite/Conv/mul" -> "431 MobilenetV3large/expanded_conv_5/squeeze_excite/Conv/Conv2D"; +"431 MobilenetV3large/expanded_conv_5/squeeze_excite/Conv/Conv2D" -> "434 MobilenetV3large/expanded_conv_5/squeeze_excite/Conv/BiasAdd"; +"432 MobilenetV3large/expanded_conv_5/squeeze_excite/Conv/BiasAdd/ReadVariableOp/resource" -> "433 MobilenetV3large/expanded_conv_5/squeeze_excite/Conv/BiasAdd/ReadVariableOp"; +"433 MobilenetV3large/expanded_conv_5/squeeze_excite/Conv/BiasAdd/ReadVariableOp" -> "434 MobilenetV3large/expanded_conv_5/squeeze_excite/Conv/BiasAdd"; +"434 MobilenetV3large/expanded_conv_5/squeeze_excite/Conv/BiasAdd" -> "435 MobilenetV3large/expanded_conv_5/squeeze_excite/Relu/Relu"; +"435 MobilenetV3large/expanded_conv_5/squeeze_excite/Relu/Relu" -> "443 MobilenetV3large/expanded_conv_5/squeeze_excite/Conv_1/Conv2D"; +"436 MobilenetV3large/expanded_conv_5/squeeze_excite/Conv_1/Sigmoid/ReadVariableOp/resource" -> "437 MobilenetV3large/expanded_conv_5/squeeze_excite/Conv_1/Sigmoid/ReadVariableOp"; +"437 MobilenetV3large/expanded_conv_5/squeeze_excite/Conv_1/Sigmoid/ReadVariableOp" -> "438 MobilenetV3large/expanded_conv_5/squeeze_excite/Conv_1/Sigmoid"; +"438 MobilenetV3large/expanded_conv_5/squeeze_excite/Conv_1/Sigmoid" -> "439 MobilenetV3large/expanded_conv_5/squeeze_excite/Conv_1/Round"; +"439 MobilenetV3large/expanded_conv_5/squeeze_excite/Conv_1/Round" -> "442 MobilenetV3large/expanded_conv_5/squeeze_excite/Conv_1/mul"; +"440 MobilenetV3large/expanded_conv_5/squeeze_excite/Conv_1/ReadVariableOp/resource" -> "441 MobilenetV3large/expanded_conv_5/squeeze_excite/Conv_1/ReadVariableOp"; +"441 MobilenetV3large/expanded_conv_5/squeeze_excite/Conv_1/ReadVariableOp" -> "442 MobilenetV3large/expanded_conv_5/squeeze_excite/Conv_1/mul"; +"442 MobilenetV3large/expanded_conv_5/squeeze_excite/Conv_1/mul" -> "443 MobilenetV3large/expanded_conv_5/squeeze_excite/Conv_1/Conv2D"; +"443 MobilenetV3large/expanded_conv_5/squeeze_excite/Conv_1/Conv2D" -> "446 MobilenetV3large/expanded_conv_5/squeeze_excite/Conv_1/BiasAdd"; +"444 MobilenetV3large/expanded_conv_5/squeeze_excite/Conv_1/BiasAdd/ReadVariableOp/resource" -> "445 MobilenetV3large/expanded_conv_5/squeeze_excite/Conv_1/BiasAdd/ReadVariableOp"; +"445 MobilenetV3large/expanded_conv_5/squeeze_excite/Conv_1/BiasAdd/ReadVariableOp" -> "446 MobilenetV3large/expanded_conv_5/squeeze_excite/Conv_1/BiasAdd"; +"446 MobilenetV3large/expanded_conv_5/squeeze_excite/Conv_1/BiasAdd" -> "448 MobilenetV3large/tf.__operators__.add_3/AddV2"; +"447 MobilenetV3large/tf.__operators__.add_3/y" -> "448 MobilenetV3large/tf.__operators__.add_3/AddV2"; +"448 MobilenetV3large/tf.__operators__.add_3/AddV2" -> "449 MobilenetV3large/re_lu_14/Relu6"; +"449 MobilenetV3large/re_lu_14/Relu6" -> "451 MobilenetV3large/tf.math.multiply_3/Mul"; +"450 MobilenetV3large/tf.math.multiply_3/Mul/y" -> "451 MobilenetV3large/tf.math.multiply_3/Mul"; +"451 MobilenetV3large/tf.math.multiply_3/Mul" -> "452 MobilenetV3large/expanded_conv_5/squeeze_excite/Mul/mul"; +"452 MobilenetV3large/expanded_conv_5/squeeze_excite/Mul/mul" -> "460 MobilenetV3large/expanded_conv_5/project/Conv2D"; +"453 MobilenetV3large/expanded_conv_5/project/Sigmoid/ReadVariableOp/resource" -> "454 MobilenetV3large/expanded_conv_5/project/Sigmoid/ReadVariableOp"; +"454 MobilenetV3large/expanded_conv_5/project/Sigmoid/ReadVariableOp" -> "455 MobilenetV3large/expanded_conv_5/project/Sigmoid"; +"455 MobilenetV3large/expanded_conv_5/project/Sigmoid" -> "456 MobilenetV3large/expanded_conv_5/project/Round"; +"456 MobilenetV3large/expanded_conv_5/project/Round" -> "459 MobilenetV3large/expanded_conv_5/project/mul"; +"457 MobilenetV3large/expanded_conv_5/project/ReadVariableOp/resource" -> "458 MobilenetV3large/expanded_conv_5/project/ReadVariableOp"; +"458 MobilenetV3large/expanded_conv_5/project/ReadVariableOp" -> "459 MobilenetV3large/expanded_conv_5/project/mul"; +"459 MobilenetV3large/expanded_conv_5/project/mul" -> "460 MobilenetV3large/expanded_conv_5/project/Conv2D"; +"460 MobilenetV3large/expanded_conv_5/project/Conv2D" -> "469 MobilenetV3large/expanded_conv_5/project/BatchNorm/FusedBatchNormV3"; +"461 MobilenetV3large/expanded_conv_5/project/BatchNorm/ReadVariableOp/resource" -> "462 MobilenetV3large/expanded_conv_5/project/BatchNorm/ReadVariableOp"; +"462 MobilenetV3large/expanded_conv_5/project/BatchNorm/ReadVariableOp" -> "469 MobilenetV3large/expanded_conv_5/project/BatchNorm/FusedBatchNormV3"; +"463 MobilenetV3large/expanded_conv_5/project/BatchNorm/ReadVariableOp_1/resource" -> "464 MobilenetV3large/expanded_conv_5/project/BatchNorm/ReadVariableOp_1"; +"464 MobilenetV3large/expanded_conv_5/project/BatchNorm/ReadVariableOp_1" -> "469 MobilenetV3large/expanded_conv_5/project/BatchNorm/FusedBatchNormV3"; +"465 MobilenetV3large/expanded_conv_5/project/BatchNorm/FusedBatchNormV3/ReadVariableOp/resource" -> "466 MobilenetV3large/expanded_conv_5/project/BatchNorm/FusedBatchNormV3/ReadVariableOp"; +"466 MobilenetV3large/expanded_conv_5/project/BatchNorm/FusedBatchNormV3/ReadVariableOp" -> "469 MobilenetV3large/expanded_conv_5/project/BatchNorm/FusedBatchNormV3"; +"467 MobilenetV3large/expanded_conv_5/project/BatchNorm/FusedBatchNormV3/ReadVariableOp_1/resource" -> "468 MobilenetV3large/expanded_conv_5/project/BatchNorm/FusedBatchNormV3/ReadVariableOp_1"; +"468 MobilenetV3large/expanded_conv_5/project/BatchNorm/FusedBatchNormV3/ReadVariableOp_1" -> "469 MobilenetV3large/expanded_conv_5/project/BatchNorm/FusedBatchNormV3"; +"469 MobilenetV3large/expanded_conv_5/project/BatchNorm/FusedBatchNormV3" -> "470 MobilenetV3large/expanded_conv_5/Add/add"; +"470 MobilenetV3large/expanded_conv_5/Add/add" -> "478 MobilenetV3large/expanded_conv_6/expand/Conv2D"; +"471 MobilenetV3large/expanded_conv_6/expand/Sigmoid/ReadVariableOp/resource" -> "472 MobilenetV3large/expanded_conv_6/expand/Sigmoid/ReadVariableOp"; +"472 MobilenetV3large/expanded_conv_6/expand/Sigmoid/ReadVariableOp" -> "473 MobilenetV3large/expanded_conv_6/expand/Sigmoid"; +"473 MobilenetV3large/expanded_conv_6/expand/Sigmoid" -> "474 MobilenetV3large/expanded_conv_6/expand/Round"; +"474 MobilenetV3large/expanded_conv_6/expand/Round" -> "477 MobilenetV3large/expanded_conv_6/expand/mul"; +"475 MobilenetV3large/expanded_conv_6/expand/ReadVariableOp/resource" -> "476 MobilenetV3large/expanded_conv_6/expand/ReadVariableOp"; +"476 MobilenetV3large/expanded_conv_6/expand/ReadVariableOp" -> "477 MobilenetV3large/expanded_conv_6/expand/mul"; +"477 MobilenetV3large/expanded_conv_6/expand/mul" -> "478 MobilenetV3large/expanded_conv_6/expand/Conv2D"; +"478 MobilenetV3large/expanded_conv_6/expand/Conv2D" -> "487 MobilenetV3large/expanded_conv_6/expand/BatchNorm/FusedBatchNormV3"; +"479 MobilenetV3large/expanded_conv_6/expand/BatchNorm/ReadVariableOp/resource" -> "480 MobilenetV3large/expanded_conv_6/expand/BatchNorm/ReadVariableOp"; +"480 MobilenetV3large/expanded_conv_6/expand/BatchNorm/ReadVariableOp" -> "487 MobilenetV3large/expanded_conv_6/expand/BatchNorm/FusedBatchNormV3"; +"481 MobilenetV3large/expanded_conv_6/expand/BatchNorm/ReadVariableOp_1/resource" -> "482 MobilenetV3large/expanded_conv_6/expand/BatchNorm/ReadVariableOp_1"; +"482 MobilenetV3large/expanded_conv_6/expand/BatchNorm/ReadVariableOp_1" -> "487 MobilenetV3large/expanded_conv_6/expand/BatchNorm/FusedBatchNormV3"; +"483 MobilenetV3large/expanded_conv_6/expand/BatchNorm/FusedBatchNormV3/ReadVariableOp/resource" -> "484 MobilenetV3large/expanded_conv_6/expand/BatchNorm/FusedBatchNormV3/ReadVariableOp"; +"484 MobilenetV3large/expanded_conv_6/expand/BatchNorm/FusedBatchNormV3/ReadVariableOp" -> "487 MobilenetV3large/expanded_conv_6/expand/BatchNorm/FusedBatchNormV3"; +"485 MobilenetV3large/expanded_conv_6/expand/BatchNorm/FusedBatchNormV3/ReadVariableOp_1/resource" -> "486 MobilenetV3large/expanded_conv_6/expand/BatchNorm/FusedBatchNormV3/ReadVariableOp_1"; +"486 MobilenetV3large/expanded_conv_6/expand/BatchNorm/FusedBatchNormV3/ReadVariableOp_1" -> "487 MobilenetV3large/expanded_conv_6/expand/BatchNorm/FusedBatchNormV3"; +"487 MobilenetV3large/expanded_conv_6/expand/BatchNorm/FusedBatchNormV3" -> "489 MobilenetV3large/tf.__operators__.add_4/AddV2"; +"487 MobilenetV3large/expanded_conv_6/expand/BatchNorm/FusedBatchNormV3" -> "493 MobilenetV3large/multiply_1/mul"; +"488 MobilenetV3large/tf.__operators__.add_4/y" -> "489 MobilenetV3large/tf.__operators__.add_4/AddV2"; +"489 MobilenetV3large/tf.__operators__.add_4/AddV2" -> "490 MobilenetV3large/re_lu_15/Relu6"; +"490 MobilenetV3large/re_lu_15/Relu6" -> "492 MobilenetV3large/tf.math.multiply_4/Mul"; +"491 MobilenetV3large/tf.math.multiply_4/Mul/y" -> "492 MobilenetV3large/tf.math.multiply_4/Mul"; +"492 MobilenetV3large/tf.math.multiply_4/Mul" -> "493 MobilenetV3large/multiply_1/mul"; +"493 MobilenetV3large/multiply_1/mul" -> "495 MobilenetV3large/expanded_conv_6/depthwise/pad/Pad"; +"494 MobilenetV3large/expanded_conv_6/depthwise/pad/Pad/paddings" -> "495 MobilenetV3large/expanded_conv_6/depthwise/pad/Pad"; +"495 MobilenetV3large/expanded_conv_6/depthwise/pad/Pad" -> "505 MobilenetV3large/expanded_conv_6/depthwise/depthwise"; +"496 MobilenetV3large/expanded_conv_6/depthwise/Sigmoid/ReadVariableOp/resource" -> "497 MobilenetV3large/expanded_conv_6/depthwise/Sigmoid/ReadVariableOp"; +"497 MobilenetV3large/expanded_conv_6/depthwise/Sigmoid/ReadVariableOp" -> "498 MobilenetV3large/expanded_conv_6/depthwise/Sigmoid"; +"498 MobilenetV3large/expanded_conv_6/depthwise/Sigmoid" -> "499 MobilenetV3large/expanded_conv_6/depthwise/Round"; +"499 MobilenetV3large/expanded_conv_6/depthwise/Round" -> "502 MobilenetV3large/expanded_conv_6/depthwise/mul"; +"500 MobilenetV3large/expanded_conv_6/depthwise/ReadVariableOp/resource" -> "501 MobilenetV3large/expanded_conv_6/depthwise/ReadVariableOp"; +"501 MobilenetV3large/expanded_conv_6/depthwise/ReadVariableOp" -> "502 MobilenetV3large/expanded_conv_6/depthwise/mul"; +"502 MobilenetV3large/expanded_conv_6/depthwise/mul" -> "505 MobilenetV3large/expanded_conv_6/depthwise/depthwise"; +"505 MobilenetV3large/expanded_conv_6/depthwise/depthwise" -> "514 MobilenetV3large/expanded_conv_6/depthwise/BatchNorm/FusedBatchNormV3"; +"506 MobilenetV3large/expanded_conv_6/depthwise/BatchNorm/ReadVariableOp/resource" -> "507 MobilenetV3large/expanded_conv_6/depthwise/BatchNorm/ReadVariableOp"; +"507 MobilenetV3large/expanded_conv_6/depthwise/BatchNorm/ReadVariableOp" -> "514 MobilenetV3large/expanded_conv_6/depthwise/BatchNorm/FusedBatchNormV3"; +"508 MobilenetV3large/expanded_conv_6/depthwise/BatchNorm/ReadVariableOp_1/resource" -> "509 MobilenetV3large/expanded_conv_6/depthwise/BatchNorm/ReadVariableOp_1"; +"509 MobilenetV3large/expanded_conv_6/depthwise/BatchNorm/ReadVariableOp_1" -> "514 MobilenetV3large/expanded_conv_6/depthwise/BatchNorm/FusedBatchNormV3"; +"510 MobilenetV3large/expanded_conv_6/depthwise/BatchNorm/FusedBatchNormV3/ReadVariableOp/resource" -> "511 MobilenetV3large/expanded_conv_6/depthwise/BatchNorm/FusedBatchNormV3/ReadVariableOp"; +"511 MobilenetV3large/expanded_conv_6/depthwise/BatchNorm/FusedBatchNormV3/ReadVariableOp" -> "514 MobilenetV3large/expanded_conv_6/depthwise/BatchNorm/FusedBatchNormV3"; +"512 MobilenetV3large/expanded_conv_6/depthwise/BatchNorm/FusedBatchNormV3/ReadVariableOp_1/resource" -> "513 MobilenetV3large/expanded_conv_6/depthwise/BatchNorm/FusedBatchNormV3/ReadVariableOp_1"; +"513 MobilenetV3large/expanded_conv_6/depthwise/BatchNorm/FusedBatchNormV3/ReadVariableOp_1" -> "514 MobilenetV3large/expanded_conv_6/depthwise/BatchNorm/FusedBatchNormV3"; +"514 MobilenetV3large/expanded_conv_6/depthwise/BatchNorm/FusedBatchNormV3" -> "516 MobilenetV3large/tf.__operators__.add_5/AddV2"; +"514 MobilenetV3large/expanded_conv_6/depthwise/BatchNorm/FusedBatchNormV3" -> "520 MobilenetV3large/multiply_2/mul"; +"515 MobilenetV3large/tf.__operators__.add_5/y" -> "516 MobilenetV3large/tf.__operators__.add_5/AddV2"; +"516 MobilenetV3large/tf.__operators__.add_5/AddV2" -> "517 MobilenetV3large/re_lu_16/Relu6"; +"517 MobilenetV3large/re_lu_16/Relu6" -> "519 MobilenetV3large/tf.math.multiply_5/Mul"; +"518 MobilenetV3large/tf.math.multiply_5/Mul/y" -> "519 MobilenetV3large/tf.math.multiply_5/Mul"; +"519 MobilenetV3large/tf.math.multiply_5/Mul" -> "520 MobilenetV3large/multiply_2/mul"; +"520 MobilenetV3large/multiply_2/mul" -> "528 MobilenetV3large/expanded_conv_6/project/Conv2D"; +"521 MobilenetV3large/expanded_conv_6/project/Sigmoid/ReadVariableOp/resource" -> "522 MobilenetV3large/expanded_conv_6/project/Sigmoid/ReadVariableOp"; +"522 MobilenetV3large/expanded_conv_6/project/Sigmoid/ReadVariableOp" -> "523 MobilenetV3large/expanded_conv_6/project/Sigmoid"; +"523 MobilenetV3large/expanded_conv_6/project/Sigmoid" -> "524 MobilenetV3large/expanded_conv_6/project/Round"; +"524 MobilenetV3large/expanded_conv_6/project/Round" -> "527 MobilenetV3large/expanded_conv_6/project/mul"; +"525 MobilenetV3large/expanded_conv_6/project/ReadVariableOp/resource" -> "526 MobilenetV3large/expanded_conv_6/project/ReadVariableOp"; +"526 MobilenetV3large/expanded_conv_6/project/ReadVariableOp" -> "527 MobilenetV3large/expanded_conv_6/project/mul"; +"527 MobilenetV3large/expanded_conv_6/project/mul" -> "528 MobilenetV3large/expanded_conv_6/project/Conv2D"; +"528 MobilenetV3large/expanded_conv_6/project/Conv2D" -> "537 MobilenetV3large/expanded_conv_6/project/BatchNorm/FusedBatchNormV3"; +"529 MobilenetV3large/expanded_conv_6/project/BatchNorm/ReadVariableOp/resource" -> "530 MobilenetV3large/expanded_conv_6/project/BatchNorm/ReadVariableOp"; +"530 MobilenetV3large/expanded_conv_6/project/BatchNorm/ReadVariableOp" -> "537 MobilenetV3large/expanded_conv_6/project/BatchNorm/FusedBatchNormV3"; +"531 MobilenetV3large/expanded_conv_6/project/BatchNorm/ReadVariableOp_1/resource" -> "532 MobilenetV3large/expanded_conv_6/project/BatchNorm/ReadVariableOp_1"; +"532 MobilenetV3large/expanded_conv_6/project/BatchNorm/ReadVariableOp_1" -> "537 MobilenetV3large/expanded_conv_6/project/BatchNorm/FusedBatchNormV3"; +"533 MobilenetV3large/expanded_conv_6/project/BatchNorm/FusedBatchNormV3/ReadVariableOp/resource" -> "534 MobilenetV3large/expanded_conv_6/project/BatchNorm/FusedBatchNormV3/ReadVariableOp"; +"534 MobilenetV3large/expanded_conv_6/project/BatchNorm/FusedBatchNormV3/ReadVariableOp" -> "537 MobilenetV3large/expanded_conv_6/project/BatchNorm/FusedBatchNormV3"; +"535 MobilenetV3large/expanded_conv_6/project/BatchNorm/FusedBatchNormV3/ReadVariableOp_1/resource" -> "536 MobilenetV3large/expanded_conv_6/project/BatchNorm/FusedBatchNormV3/ReadVariableOp_1"; +"536 MobilenetV3large/expanded_conv_6/project/BatchNorm/FusedBatchNormV3/ReadVariableOp_1" -> "537 MobilenetV3large/expanded_conv_6/project/BatchNorm/FusedBatchNormV3"; +"537 MobilenetV3large/expanded_conv_6/project/BatchNorm/FusedBatchNormV3" -> "545 MobilenetV3large/expanded_conv_7/expand/Conv2D"; +"537 MobilenetV3large/expanded_conv_6/project/BatchNorm/FusedBatchNormV3" -> "603 MobilenetV3large/expanded_conv_7/Add/add"; +"538 MobilenetV3large/expanded_conv_7/expand/Sigmoid/ReadVariableOp/resource" -> "539 MobilenetV3large/expanded_conv_7/expand/Sigmoid/ReadVariableOp"; +"539 MobilenetV3large/expanded_conv_7/expand/Sigmoid/ReadVariableOp" -> "540 MobilenetV3large/expanded_conv_7/expand/Sigmoid"; +"540 MobilenetV3large/expanded_conv_7/expand/Sigmoid" -> "541 MobilenetV3large/expanded_conv_7/expand/Round"; +"541 MobilenetV3large/expanded_conv_7/expand/Round" -> "544 MobilenetV3large/expanded_conv_7/expand/mul"; +"542 MobilenetV3large/expanded_conv_7/expand/ReadVariableOp/resource" -> "543 MobilenetV3large/expanded_conv_7/expand/ReadVariableOp"; +"543 MobilenetV3large/expanded_conv_7/expand/ReadVariableOp" -> "544 MobilenetV3large/expanded_conv_7/expand/mul"; +"544 MobilenetV3large/expanded_conv_7/expand/mul" -> "545 MobilenetV3large/expanded_conv_7/expand/Conv2D"; +"545 MobilenetV3large/expanded_conv_7/expand/Conv2D" -> "554 MobilenetV3large/expanded_conv_7/expand/BatchNorm/FusedBatchNormV3"; +"546 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MobilenetV3large/expanded_conv_14/depthwise/BatchNorm/FusedBatchNormV3/ReadVariableOp_1" -> "1205 MobilenetV3large/expanded_conv_14/depthwise/BatchNorm/FusedBatchNormV3"; +"1205 MobilenetV3large/expanded_conv_14/depthwise/BatchNorm/FusedBatchNormV3" -> "1207 MobilenetV3large/tf.__operators__.add_25/AddV2"; +"1205 MobilenetV3large/expanded_conv_14/depthwise/BatchNorm/FusedBatchNormV3" -> "1211 MobilenetV3large/multiply_18/mul"; +"1206 MobilenetV3large/tf.__operators__.add_25/y" -> "1207 MobilenetV3large/tf.__operators__.add_25/AddV2"; +"1207 MobilenetV3large/tf.__operators__.add_25/AddV2" -> "1208 MobilenetV3large/re_lu_36/Relu6"; +"1208 MobilenetV3large/re_lu_36/Relu6" -> "1210 MobilenetV3large/tf.math.multiply_25/Mul"; +"1209 MobilenetV3large/tf.math.multiply_25/Mul/y" -> "1210 MobilenetV3large/tf.math.multiply_25/Mul"; +"1210 MobilenetV3large/tf.math.multiply_25/Mul" -> "1211 MobilenetV3large/multiply_18/mul"; +"1211 MobilenetV3large/multiply_18/mul" -> "1213 MobilenetV3large/expanded_conv_14/squeeze_excite/AvgPool/Mean"; +"1211 MobilenetV3large/multiply_18/mul" -> "1252 MobilenetV3large/expanded_conv_14/squeeze_excite/Mul/mul"; +"1212 MobilenetV3large/expanded_conv_14/squeeze_excite/AvgPool/Mean/reduction_indices" -> "1213 MobilenetV3large/expanded_conv_14/squeeze_excite/AvgPool/Mean"; +"1213 MobilenetV3large/expanded_conv_14/squeeze_excite/AvgPool/Mean" -> "1214 MobilenetV3large/reshape_7/Shape"; +"1213 MobilenetV3large/expanded_conv_14/squeeze_excite/AvgPool/Mean" -> "1223 MobilenetV3large/reshape_7/Reshape"; +"1214 MobilenetV3large/reshape_7/Shape" -> "1218 MobilenetV3large/reshape_7/strided_slice"; +"1215 MobilenetV3large/reshape_7/strided_slice/stack" -> "1218 MobilenetV3large/reshape_7/strided_slice"; +"1216 MobilenetV3large/reshape_7/strided_slice/stack_1" -> "1218 MobilenetV3large/reshape_7/strided_slice"; +"1217 MobilenetV3large/reshape_7/strided_slice/stack_2" -> "1218 MobilenetV3large/reshape_7/strided_slice"; +"1218 MobilenetV3large/reshape_7/strided_slice" -> "1222 MobilenetV3large/reshape_7/Reshape/shape"; +"1219 MobilenetV3large/reshape_7/Reshape/shape/1" -> "1222 MobilenetV3large/reshape_7/Reshape/shape"; +"1220 MobilenetV3large/reshape_7/Reshape/shape/2" -> "1222 MobilenetV3large/reshape_7/Reshape/shape"; +"1221 MobilenetV3large/reshape_7/Reshape/shape/3" -> "1222 MobilenetV3large/reshape_7/Reshape/shape"; +"1222 MobilenetV3large/reshape_7/Reshape/shape" -> "1223 MobilenetV3large/reshape_7/Reshape"; +"1223 MobilenetV3large/reshape_7/Reshape" -> "1231 MobilenetV3large/expanded_conv_14/squeeze_excite/Conv/Conv2D"; +"1224 MobilenetV3large/expanded_conv_14/squeeze_excite/Conv/Sigmoid/ReadVariableOp/resource" -> "1225 MobilenetV3large/expanded_conv_14/squeeze_excite/Conv/Sigmoid/ReadVariableOp"; +"1225 MobilenetV3large/expanded_conv_14/squeeze_excite/Conv/Sigmoid/ReadVariableOp" -> "1226 MobilenetV3large/expanded_conv_14/squeeze_excite/Conv/Sigmoid"; +"1226 MobilenetV3large/expanded_conv_14/squeeze_excite/Conv/Sigmoid" -> "1227 MobilenetV3large/expanded_conv_14/squeeze_excite/Conv/Round"; +"1227 MobilenetV3large/expanded_conv_14/squeeze_excite/Conv/Round" -> "1230 MobilenetV3large/expanded_conv_14/squeeze_excite/Conv/mul"; +"1228 MobilenetV3large/expanded_conv_14/squeeze_excite/Conv/ReadVariableOp/resource" -> "1229 MobilenetV3large/expanded_conv_14/squeeze_excite/Conv/ReadVariableOp"; +"1229 MobilenetV3large/expanded_conv_14/squeeze_excite/Conv/ReadVariableOp" -> "1230 MobilenetV3large/expanded_conv_14/squeeze_excite/Conv/mul"; +"1230 MobilenetV3large/expanded_conv_14/squeeze_excite/Conv/mul" -> "1231 MobilenetV3large/expanded_conv_14/squeeze_excite/Conv/Conv2D"; +"1231 MobilenetV3large/expanded_conv_14/squeeze_excite/Conv/Conv2D" -> "1234 MobilenetV3large/expanded_conv_14/squeeze_excite/Conv/BiasAdd"; +"1232 MobilenetV3large/expanded_conv_14/squeeze_excite/Conv/BiasAdd/ReadVariableOp/resource" -> "1233 MobilenetV3large/expanded_conv_14/squeeze_excite/Conv/BiasAdd/ReadVariableOp"; +"1233 MobilenetV3large/expanded_conv_14/squeeze_excite/Conv/BiasAdd/ReadVariableOp" -> "1234 MobilenetV3large/expanded_conv_14/squeeze_excite/Conv/BiasAdd"; +"1234 MobilenetV3large/expanded_conv_14/squeeze_excite/Conv/BiasAdd" -> "1235 MobilenetV3large/expanded_conv_14/squeeze_excite/Relu/Relu"; +"1235 MobilenetV3large/expanded_conv_14/squeeze_excite/Relu/Relu" -> "1243 MobilenetV3large/expanded_conv_14/squeeze_excite/Conv_1/Conv2D"; +"1236 MobilenetV3large/expanded_conv_14/squeeze_excite/Conv_1/Sigmoid/ReadVariableOp/resource" -> "1237 MobilenetV3large/expanded_conv_14/squeeze_excite/Conv_1/Sigmoid/ReadVariableOp"; +"1237 MobilenetV3large/expanded_conv_14/squeeze_excite/Conv_1/Sigmoid/ReadVariableOp" -> "1238 MobilenetV3large/expanded_conv_14/squeeze_excite/Conv_1/Sigmoid"; +"1238 MobilenetV3large/expanded_conv_14/squeeze_excite/Conv_1/Sigmoid" -> "1239 MobilenetV3large/expanded_conv_14/squeeze_excite/Conv_1/Round"; +"1239 MobilenetV3large/expanded_conv_14/squeeze_excite/Conv_1/Round" -> "1242 MobilenetV3large/expanded_conv_14/squeeze_excite/Conv_1/mul"; +"1240 MobilenetV3large/expanded_conv_14/squeeze_excite/Conv_1/ReadVariableOp/resource" -> "1241 MobilenetV3large/expanded_conv_14/squeeze_excite/Conv_1/ReadVariableOp"; +"1241 MobilenetV3large/expanded_conv_14/squeeze_excite/Conv_1/ReadVariableOp" -> "1242 MobilenetV3large/expanded_conv_14/squeeze_excite/Conv_1/mul"; +"1242 MobilenetV3large/expanded_conv_14/squeeze_excite/Conv_1/mul" -> "1243 MobilenetV3large/expanded_conv_14/squeeze_excite/Conv_1/Conv2D"; +"1243 MobilenetV3large/expanded_conv_14/squeeze_excite/Conv_1/Conv2D" -> "1246 MobilenetV3large/expanded_conv_14/squeeze_excite/Conv_1/BiasAdd"; +"1244 MobilenetV3large/expanded_conv_14/squeeze_excite/Conv_1/BiasAdd/ReadVariableOp/resource" -> "1245 MobilenetV3large/expanded_conv_14/squeeze_excite/Conv_1/BiasAdd/ReadVariableOp"; +"1245 MobilenetV3large/expanded_conv_14/squeeze_excite/Conv_1/BiasAdd/ReadVariableOp" -> "1246 MobilenetV3large/expanded_conv_14/squeeze_excite/Conv_1/BiasAdd"; +"1246 MobilenetV3large/expanded_conv_14/squeeze_excite/Conv_1/BiasAdd" -> "1248 MobilenetV3large/tf.__operators__.add_26/AddV2"; +"1247 MobilenetV3large/tf.__operators__.add_26/y" -> "1248 MobilenetV3large/tf.__operators__.add_26/AddV2"; +"1248 MobilenetV3large/tf.__operators__.add_26/AddV2" -> "1249 MobilenetV3large/re_lu_37/Relu6"; +"1249 MobilenetV3large/re_lu_37/Relu6" -> "1251 MobilenetV3large/tf.math.multiply_26/Mul"; +"1250 MobilenetV3large/tf.math.multiply_26/Mul/y" -> "1251 MobilenetV3large/tf.math.multiply_26/Mul"; +"1251 MobilenetV3large/tf.math.multiply_26/Mul" -> "1252 MobilenetV3large/expanded_conv_14/squeeze_excite/Mul/mul"; +"1252 MobilenetV3large/expanded_conv_14/squeeze_excite/Mul/mul" -> "1260 MobilenetV3large/expanded_conv_14/project/Conv2D"; +"1253 MobilenetV3large/expanded_conv_14/project/Sigmoid/ReadVariableOp/resource" -> "1254 MobilenetV3large/expanded_conv_14/project/Sigmoid/ReadVariableOp"; +"1254 MobilenetV3large/expanded_conv_14/project/Sigmoid/ReadVariableOp" -> "1255 MobilenetV3large/expanded_conv_14/project/Sigmoid"; +"1255 MobilenetV3large/expanded_conv_14/project/Sigmoid" -> "1256 MobilenetV3large/expanded_conv_14/project/Round"; +"1256 MobilenetV3large/expanded_conv_14/project/Round" -> "1259 MobilenetV3large/expanded_conv_14/project/mul"; +"1257 MobilenetV3large/expanded_conv_14/project/ReadVariableOp/resource" -> "1258 MobilenetV3large/expanded_conv_14/project/ReadVariableOp"; +"1258 MobilenetV3large/expanded_conv_14/project/ReadVariableOp" -> "1259 MobilenetV3large/expanded_conv_14/project/mul"; +"1259 MobilenetV3large/expanded_conv_14/project/mul" -> "1260 MobilenetV3large/expanded_conv_14/project/Conv2D"; +"1260 MobilenetV3large/expanded_conv_14/project/Conv2D" -> "1269 MobilenetV3large/expanded_conv_14/project/BatchNorm/FusedBatchNormV3"; +"1261 MobilenetV3large/expanded_conv_14/project/BatchNorm/ReadVariableOp/resource" -> "1262 MobilenetV3large/expanded_conv_14/project/BatchNorm/ReadVariableOp"; +"1262 MobilenetV3large/expanded_conv_14/project/BatchNorm/ReadVariableOp" -> "1269 MobilenetV3large/expanded_conv_14/project/BatchNorm/FusedBatchNormV3"; +"1263 MobilenetV3large/expanded_conv_14/project/BatchNorm/ReadVariableOp_1/resource" -> "1264 MobilenetV3large/expanded_conv_14/project/BatchNorm/ReadVariableOp_1"; +"1264 MobilenetV3large/expanded_conv_14/project/BatchNorm/ReadVariableOp_1" -> "1269 MobilenetV3large/expanded_conv_14/project/BatchNorm/FusedBatchNormV3"; +"1265 MobilenetV3large/expanded_conv_14/project/BatchNorm/FusedBatchNormV3/ReadVariableOp/resource" -> "1266 MobilenetV3large/expanded_conv_14/project/BatchNorm/FusedBatchNormV3/ReadVariableOp"; +"1266 MobilenetV3large/expanded_conv_14/project/BatchNorm/FusedBatchNormV3/ReadVariableOp" -> "1269 MobilenetV3large/expanded_conv_14/project/BatchNorm/FusedBatchNormV3"; +"1267 MobilenetV3large/expanded_conv_14/project/BatchNorm/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1268 MobilenetV3large/expanded_conv_14/project/BatchNorm/FusedBatchNormV3/ReadVariableOp_1"; +"1268 MobilenetV3large/expanded_conv_14/project/BatchNorm/FusedBatchNormV3/ReadVariableOp_1" -> "1269 MobilenetV3large/expanded_conv_14/project/BatchNorm/FusedBatchNormV3"; +"1269 MobilenetV3large/expanded_conv_14/project/BatchNorm/FusedBatchNormV3" -> "1270 MobilenetV3large/expanded_conv_14/Add/add"; +"1270 MobilenetV3large/expanded_conv_14/Add/add" -> "1278 MobilenetV3large/Conv_1/Conv2D"; +"1271 MobilenetV3large/Conv_1/Sigmoid/ReadVariableOp/resource" -> "1272 MobilenetV3large/Conv_1/Sigmoid/ReadVariableOp"; +"1272 MobilenetV3large/Conv_1/Sigmoid/ReadVariableOp" -> "1273 MobilenetV3large/Conv_1/Sigmoid"; +"1273 MobilenetV3large/Conv_1/Sigmoid" -> "1274 MobilenetV3large/Conv_1/Round"; +"1274 MobilenetV3large/Conv_1/Round" -> "1277 MobilenetV3large/Conv_1/mul"; +"1275 MobilenetV3large/Conv_1/ReadVariableOp/resource" -> "1276 MobilenetV3large/Conv_1/ReadVariableOp"; +"1276 MobilenetV3large/Conv_1/ReadVariableOp" -> "1277 MobilenetV3large/Conv_1/mul"; +"1277 MobilenetV3large/Conv_1/mul" -> "1278 MobilenetV3large/Conv_1/Conv2D"; +"1278 MobilenetV3large/Conv_1/Conv2D" -> "1287 MobilenetV3large/Conv_1/BatchNorm/FusedBatchNormV3"; +"1279 MobilenetV3large/Conv_1/BatchNorm/ReadVariableOp/resource" -> "1280 MobilenetV3large/Conv_1/BatchNorm/ReadVariableOp"; +"1280 MobilenetV3large/Conv_1/BatchNorm/ReadVariableOp" -> "1287 MobilenetV3large/Conv_1/BatchNorm/FusedBatchNormV3"; +"1281 MobilenetV3large/Conv_1/BatchNorm/ReadVariableOp_1/resource" -> "1282 MobilenetV3large/Conv_1/BatchNorm/ReadVariableOp_1"; +"1282 MobilenetV3large/Conv_1/BatchNorm/ReadVariableOp_1" -> "1287 MobilenetV3large/Conv_1/BatchNorm/FusedBatchNormV3"; +"1283 MobilenetV3large/Conv_1/BatchNorm/FusedBatchNormV3/ReadVariableOp/resource" -> "1284 MobilenetV3large/Conv_1/BatchNorm/FusedBatchNormV3/ReadVariableOp"; +"1284 MobilenetV3large/Conv_1/BatchNorm/FusedBatchNormV3/ReadVariableOp" -> "1287 MobilenetV3large/Conv_1/BatchNorm/FusedBatchNormV3"; +"1285 MobilenetV3large/Conv_1/BatchNorm/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1286 MobilenetV3large/Conv_1/BatchNorm/FusedBatchNormV3/ReadVariableOp_1"; +"1286 MobilenetV3large/Conv_1/BatchNorm/FusedBatchNormV3/ReadVariableOp_1" -> "1287 MobilenetV3large/Conv_1/BatchNorm/FusedBatchNormV3"; +"1287 MobilenetV3large/Conv_1/BatchNorm/FusedBatchNormV3" -> "1289 MobilenetV3large/tf.__operators__.add_27/AddV2"; +"1287 MobilenetV3large/Conv_1/BatchNorm/FusedBatchNormV3" -> "1293 MobilenetV3large/multiply_19/mul"; +"1288 MobilenetV3large/tf.__operators__.add_27/y" -> "1289 MobilenetV3large/tf.__operators__.add_27/AddV2"; +"1289 MobilenetV3large/tf.__operators__.add_27/AddV2" -> "1290 MobilenetV3large/re_lu_38/Relu6"; +"1290 MobilenetV3large/re_lu_38/Relu6" -> "1292 MobilenetV3large/tf.math.multiply_27/Mul"; +"1291 MobilenetV3large/tf.math.multiply_27/Mul/y" -> "1292 MobilenetV3large/tf.math.multiply_27/Mul"; +"1292 MobilenetV3large/tf.math.multiply_27/Mul" -> "1293 MobilenetV3large/multiply_19/mul"; +"1293 MobilenetV3large/multiply_19/mul" -> "1295 MobilenetV3large/global_average_pooling2d/Mean"; +"1294 MobilenetV3large/global_average_pooling2d/Mean/reduction_indices" -> "1295 MobilenetV3large/global_average_pooling2d/Mean"; +"1295 MobilenetV3large/global_average_pooling2d/Mean" -> "1296 MobilenetV3large/reshape_8/Shape"; +"1295 MobilenetV3large/global_average_pooling2d/Mean" -> "1305 MobilenetV3large/reshape_8/Reshape"; +"1296 MobilenetV3large/reshape_8/Shape" -> "1300 MobilenetV3large/reshape_8/strided_slice"; +"1297 MobilenetV3large/reshape_8/strided_slice/stack" -> "1300 MobilenetV3large/reshape_8/strided_slice"; +"1298 MobilenetV3large/reshape_8/strided_slice/stack_1" -> "1300 MobilenetV3large/reshape_8/strided_slice"; +"1299 MobilenetV3large/reshape_8/strided_slice/stack_2" -> "1300 MobilenetV3large/reshape_8/strided_slice"; +"1300 MobilenetV3large/reshape_8/strided_slice" -> "1304 MobilenetV3large/reshape_8/Reshape/shape"; +"1301 MobilenetV3large/reshape_8/Reshape/shape/1" -> "1304 MobilenetV3large/reshape_8/Reshape/shape"; +"1302 MobilenetV3large/reshape_8/Reshape/shape/2" -> "1304 MobilenetV3large/reshape_8/Reshape/shape"; +"1303 MobilenetV3large/reshape_8/Reshape/shape/3" -> "1304 MobilenetV3large/reshape_8/Reshape/shape"; +"1304 MobilenetV3large/reshape_8/Reshape/shape" -> "1305 MobilenetV3large/reshape_8/Reshape"; +"1305 MobilenetV3large/reshape_8/Reshape" -> "1313 MobilenetV3large/Conv_2/Conv2D"; +"1306 MobilenetV3large/Conv_2/Sigmoid/ReadVariableOp/resource" -> "1307 MobilenetV3large/Conv_2/Sigmoid/ReadVariableOp"; +"1307 MobilenetV3large/Conv_2/Sigmoid/ReadVariableOp" -> "1308 MobilenetV3large/Conv_2/Sigmoid"; +"1308 MobilenetV3large/Conv_2/Sigmoid" -> "1309 MobilenetV3large/Conv_2/Round"; +"1309 MobilenetV3large/Conv_2/Round" -> "1312 MobilenetV3large/Conv_2/mul"; +"1310 MobilenetV3large/Conv_2/ReadVariableOp/resource" -> "1311 MobilenetV3large/Conv_2/ReadVariableOp"; +"1311 MobilenetV3large/Conv_2/ReadVariableOp" -> "1312 MobilenetV3large/Conv_2/mul"; +"1312 MobilenetV3large/Conv_2/mul" -> "1313 MobilenetV3large/Conv_2/Conv2D"; +"1313 MobilenetV3large/Conv_2/Conv2D" -> "1316 MobilenetV3large/Conv_2/BiasAdd"; +"1314 MobilenetV3large/Conv_2/BiasAdd/ReadVariableOp/resource" -> "1315 MobilenetV3large/Conv_2/BiasAdd/ReadVariableOp"; +"1315 MobilenetV3large/Conv_2/BiasAdd/ReadVariableOp" -> "1316 MobilenetV3large/Conv_2/BiasAdd"; +"1316 MobilenetV3large/Conv_2/BiasAdd" -> "1318 MobilenetV3large/tf.__operators__.add_28/AddV2"; +"1316 MobilenetV3large/Conv_2/BiasAdd" -> "1322 MobilenetV3large/multiply_20/mul"; +"1317 MobilenetV3large/tf.__operators__.add_28/y" -> "1318 MobilenetV3large/tf.__operators__.add_28/AddV2"; +"1318 MobilenetV3large/tf.__operators__.add_28/AddV2" -> "1319 MobilenetV3large/re_lu_39/Relu6"; +"1319 MobilenetV3large/re_lu_39/Relu6" -> "1321 MobilenetV3large/tf.math.multiply_28/Mul"; +"1320 MobilenetV3large/tf.math.multiply_28/Mul/y" -> "1321 MobilenetV3large/tf.math.multiply_28/Mul"; +"1321 MobilenetV3large/tf.math.multiply_28/Mul" -> "1322 MobilenetV3large/multiply_20/mul"; +"1322 MobilenetV3large/multiply_20/mul" -> "1323 MobilenetV3large/dropout/Identity"; +"1323 MobilenetV3large/dropout/Identity" -> "1331 MobilenetV3large/Logits/Conv2D"; +"1324 MobilenetV3large/Logits/Sigmoid/ReadVariableOp/resource" -> "1325 MobilenetV3large/Logits/Sigmoid/ReadVariableOp"; +"1325 MobilenetV3large/Logits/Sigmoid/ReadVariableOp" -> "1326 MobilenetV3large/Logits/Sigmoid"; +"1326 MobilenetV3large/Logits/Sigmoid" -> "1327 MobilenetV3large/Logits/Round"; +"1327 MobilenetV3large/Logits/Round" -> "1330 MobilenetV3large/Logits/mul"; +"1328 MobilenetV3large/Logits/ReadVariableOp/resource" -> "1329 MobilenetV3large/Logits/ReadVariableOp"; +"1329 MobilenetV3large/Logits/ReadVariableOp" -> "1330 MobilenetV3large/Logits/mul"; +"1330 MobilenetV3large/Logits/mul" -> "1331 MobilenetV3large/Logits/Conv2D"; +"1331 MobilenetV3large/Logits/Conv2D" -> "1334 MobilenetV3large/Logits/BiasAdd"; +"1332 MobilenetV3large/Logits/BiasAdd/ReadVariableOp/resource" -> "1333 MobilenetV3large/Logits/BiasAdd/ReadVariableOp"; +"1333 MobilenetV3large/Logits/BiasAdd/ReadVariableOp" -> "1334 MobilenetV3large/Logits/BiasAdd"; +"1334 MobilenetV3large/Logits/BiasAdd" -> "1336 MobilenetV3large/flatten/Reshape"; +"1335 MobilenetV3large/flatten/Const" -> "1336 MobilenetV3large/flatten/Reshape"; +"1336 MobilenetV3large/flatten/Reshape" -> "1337 MobilenetV3large/Predictions/Softmax"; +"1337 MobilenetV3large/Predictions/Softmax" -> "1338 Identity"; +} diff --git a/tests/tensorflow/data/reference_graphs/2.11/sparsity/rb_sparsity/mobilenet_v3_small.dot b/tests/tensorflow/data/reference_graphs/2.11/sparsity/rb_sparsity/mobilenet_v3_small.dot deleted file mode 120000 index 43e6122248c..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.11/sparsity/rb_sparsity/mobilenet_v3_small.dot +++ /dev/null @@ -1 +0,0 @@ -../../../2.8/sparsity/rb_sparsity/mobilenet_v3_small.dot \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.11/sparsity/rb_sparsity/mobilenet_v3_small.dot b/tests/tensorflow/data/reference_graphs/2.11/sparsity/rb_sparsity/mobilenet_v3_small.dot new file mode 100644 index 00000000000..1c03c58d862 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.11/sparsity/rb_sparsity/mobilenet_v3_small.dot @@ -0,0 +1,2315 @@ +strict digraph { +"0 args_0" [id=0, op=Placeholder]; +"1 MobilenetV3small/rescaling/Cast/x" [id=1, op=Const]; +"2 MobilenetV3small/rescaling/Cast_1/x" [id=2, op=Const]; +"3 MobilenetV3small/rescaling/mul" [id=3, op=Mul]; +"4 MobilenetV3small/rescaling/add" [id=4, op=AddV2]; 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MobilenetV3small/expanded_conv_10/Add/add"; +"1077 MobilenetV3small/expanded_conv_10/Add/add" -> "1085 MobilenetV3small/Conv_1/Conv2D"; +"1078 MobilenetV3small/Conv_1/Sigmoid/ReadVariableOp/resource" -> "1079 MobilenetV3small/Conv_1/Sigmoid/ReadVariableOp"; +"1079 MobilenetV3small/Conv_1/Sigmoid/ReadVariableOp" -> "1080 MobilenetV3small/Conv_1/Sigmoid"; +"1080 MobilenetV3small/Conv_1/Sigmoid" -> "1081 MobilenetV3small/Conv_1/Round"; +"1081 MobilenetV3small/Conv_1/Round" -> "1084 MobilenetV3small/Conv_1/mul"; +"1082 MobilenetV3small/Conv_1/ReadVariableOp/resource" -> "1083 MobilenetV3small/Conv_1/ReadVariableOp"; +"1083 MobilenetV3small/Conv_1/ReadVariableOp" -> "1084 MobilenetV3small/Conv_1/mul"; +"1084 MobilenetV3small/Conv_1/mul" -> "1085 MobilenetV3small/Conv_1/Conv2D"; +"1085 MobilenetV3small/Conv_1/Conv2D" -> "1094 MobilenetV3small/Conv_1/BatchNorm/FusedBatchNormV3"; +"1086 MobilenetV3small/Conv_1/BatchNorm/ReadVariableOp/resource" -> "1087 MobilenetV3small/Conv_1/BatchNorm/ReadVariableOp"; +"1087 MobilenetV3small/Conv_1/BatchNorm/ReadVariableOp" -> "1094 MobilenetV3small/Conv_1/BatchNorm/FusedBatchNormV3"; +"1088 MobilenetV3small/Conv_1/BatchNorm/ReadVariableOp_1/resource" -> "1089 MobilenetV3small/Conv_1/BatchNorm/ReadVariableOp_1"; +"1089 MobilenetV3small/Conv_1/BatchNorm/ReadVariableOp_1" -> "1094 MobilenetV3small/Conv_1/BatchNorm/FusedBatchNormV3"; +"1090 MobilenetV3small/Conv_1/BatchNorm/FusedBatchNormV3/ReadVariableOp/resource" -> "1091 MobilenetV3small/Conv_1/BatchNorm/FusedBatchNormV3/ReadVariableOp"; +"1091 MobilenetV3small/Conv_1/BatchNorm/FusedBatchNormV3/ReadVariableOp" -> "1094 MobilenetV3small/Conv_1/BatchNorm/FusedBatchNormV3"; +"1092 MobilenetV3small/Conv_1/BatchNorm/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1093 MobilenetV3small/Conv_1/BatchNorm/FusedBatchNormV3/ReadVariableOp_1"; +"1093 MobilenetV3small/Conv_1/BatchNorm/FusedBatchNormV3/ReadVariableOp_1" -> "1094 MobilenetV3small/Conv_1/BatchNorm/FusedBatchNormV3"; +"1094 MobilenetV3small/Conv_1/BatchNorm/FusedBatchNormV3" -> "1096 MobilenetV3small/tf.__operators__.add_26/AddV2"; +"1094 MobilenetV3small/Conv_1/BatchNorm/FusedBatchNormV3" -> "1100 MobilenetV3small/multiply_17/mul"; +"1095 MobilenetV3small/tf.__operators__.add_26/y" -> "1096 MobilenetV3small/tf.__operators__.add_26/AddV2"; +"1096 MobilenetV3small/tf.__operators__.add_26/AddV2" -> "1097 MobilenetV3small/re_lu_31/Relu6"; +"1097 MobilenetV3small/re_lu_31/Relu6" -> "1099 MobilenetV3small/tf.math.multiply_26/Mul"; +"1098 MobilenetV3small/tf.math.multiply_26/Mul/y" -> "1099 MobilenetV3small/tf.math.multiply_26/Mul"; +"1099 MobilenetV3small/tf.math.multiply_26/Mul" -> "1100 MobilenetV3small/multiply_17/mul"; +"1100 MobilenetV3small/multiply_17/mul" -> "1102 MobilenetV3small/global_average_pooling2d/Mean"; +"1101 MobilenetV3small/global_average_pooling2d/Mean/reduction_indices" -> "1102 MobilenetV3small/global_average_pooling2d/Mean"; +"1102 MobilenetV3small/global_average_pooling2d/Mean" -> "1103 MobilenetV3small/reshape_9/Shape"; +"1102 MobilenetV3small/global_average_pooling2d/Mean" -> "1112 MobilenetV3small/reshape_9/Reshape"; +"1103 MobilenetV3small/reshape_9/Shape" -> "1107 MobilenetV3small/reshape_9/strided_slice"; +"1104 MobilenetV3small/reshape_9/strided_slice/stack" -> "1107 MobilenetV3small/reshape_9/strided_slice"; +"1105 MobilenetV3small/reshape_9/strided_slice/stack_1" -> "1107 MobilenetV3small/reshape_9/strided_slice"; +"1106 MobilenetV3small/reshape_9/strided_slice/stack_2" -> "1107 MobilenetV3small/reshape_9/strided_slice"; +"1107 MobilenetV3small/reshape_9/strided_slice" -> "1111 MobilenetV3small/reshape_9/Reshape/shape"; +"1108 MobilenetV3small/reshape_9/Reshape/shape/1" -> "1111 MobilenetV3small/reshape_9/Reshape/shape"; +"1109 MobilenetV3small/reshape_9/Reshape/shape/2" -> "1111 MobilenetV3small/reshape_9/Reshape/shape"; +"1110 MobilenetV3small/reshape_9/Reshape/shape/3" -> "1111 MobilenetV3small/reshape_9/Reshape/shape"; +"1111 MobilenetV3small/reshape_9/Reshape/shape" -> "1112 MobilenetV3small/reshape_9/Reshape"; +"1112 MobilenetV3small/reshape_9/Reshape" -> "1120 MobilenetV3small/Conv_2/Conv2D"; +"1113 MobilenetV3small/Conv_2/Sigmoid/ReadVariableOp/resource" -> "1114 MobilenetV3small/Conv_2/Sigmoid/ReadVariableOp"; +"1114 MobilenetV3small/Conv_2/Sigmoid/ReadVariableOp" -> "1115 MobilenetV3small/Conv_2/Sigmoid"; +"1115 MobilenetV3small/Conv_2/Sigmoid" -> "1116 MobilenetV3small/Conv_2/Round"; +"1116 MobilenetV3small/Conv_2/Round" -> "1119 MobilenetV3small/Conv_2/mul"; +"1117 MobilenetV3small/Conv_2/ReadVariableOp/resource" -> "1118 MobilenetV3small/Conv_2/ReadVariableOp"; +"1118 MobilenetV3small/Conv_2/ReadVariableOp" -> "1119 MobilenetV3small/Conv_2/mul"; +"1119 MobilenetV3small/Conv_2/mul" -> "1120 MobilenetV3small/Conv_2/Conv2D"; +"1120 MobilenetV3small/Conv_2/Conv2D" -> "1123 MobilenetV3small/Conv_2/BiasAdd"; +"1121 MobilenetV3small/Conv_2/BiasAdd/ReadVariableOp/resource" -> "1122 MobilenetV3small/Conv_2/BiasAdd/ReadVariableOp"; +"1122 MobilenetV3small/Conv_2/BiasAdd/ReadVariableOp" -> "1123 MobilenetV3small/Conv_2/BiasAdd"; +"1123 MobilenetV3small/Conv_2/BiasAdd" -> "1125 MobilenetV3small/tf.__operators__.add_27/AddV2"; +"1123 MobilenetV3small/Conv_2/BiasAdd" -> "1129 MobilenetV3small/multiply_18/mul"; +"1124 MobilenetV3small/tf.__operators__.add_27/y" -> "1125 MobilenetV3small/tf.__operators__.add_27/AddV2"; +"1125 MobilenetV3small/tf.__operators__.add_27/AddV2" -> "1126 MobilenetV3small/re_lu_32/Relu6"; +"1126 MobilenetV3small/re_lu_32/Relu6" -> "1128 MobilenetV3small/tf.math.multiply_27/Mul"; +"1127 MobilenetV3small/tf.math.multiply_27/Mul/y" -> "1128 MobilenetV3small/tf.math.multiply_27/Mul"; +"1128 MobilenetV3small/tf.math.multiply_27/Mul" -> "1129 MobilenetV3small/multiply_18/mul"; +"1129 MobilenetV3small/multiply_18/mul" -> "1130 MobilenetV3small/dropout/Identity"; +"1130 MobilenetV3small/dropout/Identity" -> "1138 MobilenetV3small/Logits/Conv2D"; +"1131 MobilenetV3small/Logits/Sigmoid/ReadVariableOp/resource" -> "1132 MobilenetV3small/Logits/Sigmoid/ReadVariableOp"; +"1132 MobilenetV3small/Logits/Sigmoid/ReadVariableOp" -> "1133 MobilenetV3small/Logits/Sigmoid"; +"1133 MobilenetV3small/Logits/Sigmoid" -> "1134 MobilenetV3small/Logits/Round"; +"1134 MobilenetV3small/Logits/Round" -> "1137 MobilenetV3small/Logits/mul"; +"1135 MobilenetV3small/Logits/ReadVariableOp/resource" -> "1136 MobilenetV3small/Logits/ReadVariableOp"; +"1136 MobilenetV3small/Logits/ReadVariableOp" -> "1137 MobilenetV3small/Logits/mul"; +"1137 MobilenetV3small/Logits/mul" -> "1138 MobilenetV3small/Logits/Conv2D"; +"1138 MobilenetV3small/Logits/Conv2D" -> "1141 MobilenetV3small/Logits/BiasAdd"; +"1139 MobilenetV3small/Logits/BiasAdd/ReadVariableOp/resource" -> "1140 MobilenetV3small/Logits/BiasAdd/ReadVariableOp"; +"1140 MobilenetV3small/Logits/BiasAdd/ReadVariableOp" -> "1141 MobilenetV3small/Logits/BiasAdd"; +"1141 MobilenetV3small/Logits/BiasAdd" -> "1143 MobilenetV3small/flatten/Reshape"; +"1142 MobilenetV3small/flatten/Const" -> "1143 MobilenetV3small/flatten/Reshape"; +"1143 MobilenetV3small/flatten/Reshape" -> "1144 MobilenetV3small/Predictions/Softmax"; +"1144 MobilenetV3small/Predictions/Softmax" -> "1145 Identity"; +} diff --git a/tests/tensorflow/data/reference_graphs/2.11/sparsity/rb_sparsity/nasnet_mobile.dot b/tests/tensorflow/data/reference_graphs/2.11/sparsity/rb_sparsity/nasnet_mobile.dot deleted file mode 120000 index f70d27a0796..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.11/sparsity/rb_sparsity/nasnet_mobile.dot +++ /dev/null @@ -1 +0,0 @@ -../../../2.8/sparsity/rb_sparsity/nasnet_mobile.dot \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.11/sparsity/rb_sparsity/nasnet_mobile.dot b/tests/tensorflow/data/reference_graphs/2.11/sparsity/rb_sparsity/nasnet_mobile.dot new file mode 100644 index 00000000000..ee9c70c1968 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.11/sparsity/rb_sparsity/nasnet_mobile.dot @@ -0,0 +1,10533 @@ +strict digraph { +"0 args_0" [id=0, op=Placeholder]; +"1 NASNet/stem_conv1/Sigmoid/ReadVariableOp/resource" [id=1, op=Placeholder]; +"2 NASNet/stem_conv1/Sigmoid/ReadVariableOp" [id=2, op=ReadVariableOp]; +"3 NASNet/stem_conv1/Sigmoid" [id=3, op=Sigmoid]; +"4 NASNet/stem_conv1/Round" [id=4, op=Round]; +"5 NASNet/stem_conv1/ReadVariableOp/resource" [id=5, op=Placeholder]; +"6 NASNet/stem_conv1/ReadVariableOp" [id=6, op=ReadVariableOp]; +"7 NASNet/stem_conv1/mul" [id=7, op=Mul]; +"8 NASNet/stem_conv1/Conv2D" [id=8, op=Conv2D]; +"9 NASNet/stem_bn1/ReadVariableOp/resource" [id=9, op=Placeholder]; +"10 NASNet/stem_bn1/ReadVariableOp" [id=10, op=ReadVariableOp]; +"11 NASNet/stem_bn1/ReadVariableOp_1/resource" [id=11, op=Placeholder]; +"12 NASNet/stem_bn1/ReadVariableOp_1" [id=12, op=ReadVariableOp]; +"13 NASNet/stem_bn1/FusedBatchNormV3/ReadVariableOp/resource" [id=13, op=Placeholder]; +"14 NASNet/stem_bn1/FusedBatchNormV3/ReadVariableOp" [id=14, op=ReadVariableOp]; +"15 NASNet/stem_bn1/FusedBatchNormV3/ReadVariableOp_1/resource" [id=15, op=Placeholder]; +"16 NASNet/stem_bn1/FusedBatchNormV3/ReadVariableOp_1" [id=16, op=ReadVariableOp]; +"17 NASNet/stem_bn1/FusedBatchNormV3" [id=17, op=FusedBatchNormV3]; +"18 NASNet/activation/Relu" [id=18, op=Relu]; +"19 NASNet/reduction_conv_1_stem_1/Sigmoid/ReadVariableOp/resource" [id=19, op=Placeholder]; +"20 NASNet/reduction_conv_1_stem_1/Sigmoid/ReadVariableOp" [id=20, op=ReadVariableOp]; +"21 NASNet/reduction_conv_1_stem_1/Sigmoid" [id=21, op=Sigmoid]; +"22 NASNet/reduction_conv_1_stem_1/Round" [id=22, op=Round]; +"23 NASNet/reduction_conv_1_stem_1/ReadVariableOp/resource" [id=23, op=Placeholder]; +"24 NASNet/reduction_conv_1_stem_1/ReadVariableOp" [id=24, op=ReadVariableOp]; +"25 NASNet/reduction_conv_1_stem_1/mul" [id=25, op=Mul]; +"26 NASNet/reduction_conv_1_stem_1/Conv2D" [id=26, op=Conv2D]; +"27 NASNet/reduction_bn_1_stem_1/ReadVariableOp/resource" [id=27, op=Placeholder]; +"28 NASNet/reduction_bn_1_stem_1/ReadVariableOp" [id=28, op=ReadVariableOp]; +"29 NASNet/reduction_bn_1_stem_1/ReadVariableOp_1/resource" [id=29, op=Placeholder]; +"30 NASNet/reduction_bn_1_stem_1/ReadVariableOp_1" [id=30, op=ReadVariableOp]; +"31 NASNet/reduction_bn_1_stem_1/FusedBatchNormV3/ReadVariableOp/resource" [id=31, op=Placeholder]; +"32 NASNet/reduction_bn_1_stem_1/FusedBatchNormV3/ReadVariableOp" [id=32, op=ReadVariableOp]; +"33 NASNet/reduction_bn_1_stem_1/FusedBatchNormV3/ReadVariableOp_1/resource" [id=33, op=Placeholder]; +"34 NASNet/reduction_bn_1_stem_1/FusedBatchNormV3/ReadVariableOp_1" [id=34, op=ReadVariableOp]; +"35 NASNet/reduction_bn_1_stem_1/FusedBatchNormV3" [id=35, op=FusedBatchNormV3]; +"36 NASNet/activation_3/Relu" [id=36, op=Relu]; +"37 NASNet/activation_1/Relu" [id=37, op=Relu]; +"38 NASNet/separable_conv_1_pad_reduction_right1_stem_1/Pad/paddings" [id=38, op=Const]; +"39 NASNet/separable_conv_1_pad_reduction_right1_stem_1/Pad" [id=39, op=Pad]; +"40 NASNet/separable_conv_1_pad_reduction_left1_stem_1/Pad/paddings" [id=40, op=Const]; +"41 NASNet/separable_conv_1_pad_reduction_left1_stem_1/Pad" [id=41, op=Pad]; +"42 NASNet/separable_conv_1_reduction_right1_stem_1/Sigmoid/ReadVariableOp/resource" [id=42, op=Placeholder]; +"43 NASNet/separable_conv_1_reduction_right1_stem_1/Sigmoid/ReadVariableOp" [id=43, op=ReadVariableOp]; +"44 NASNet/separable_conv_1_reduction_right1_stem_1/Sigmoid" [id=44, op=Sigmoid]; +"45 NASNet/separable_conv_1_reduction_right1_stem_1/Round" [id=45, op=Round]; +"46 NASNet/separable_conv_1_reduction_right1_stem_1/ReadVariableOp/resource" [id=46, op=Placeholder]; +"47 NASNet/separable_conv_1_reduction_right1_stem_1/ReadVariableOp" [id=47, op=ReadVariableOp]; +"48 NASNet/separable_conv_1_reduction_right1_stem_1/mul" [id=48, op=Mul]; +"49 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NASNet/separable_conv_1_reduction_right1_stem_1/separable_conv2d" [id=59, op=Conv2D]; +"60 NASNet/separable_conv_1_reduction_left1_stem_1/Sigmoid/ReadVariableOp/resource" [id=60, op=Placeholder]; +"61 NASNet/separable_conv_1_reduction_left1_stem_1/Sigmoid/ReadVariableOp" [id=61, op=ReadVariableOp]; +"62 NASNet/separable_conv_1_reduction_left1_stem_1/Sigmoid" [id=62, op=Sigmoid]; +"63 NASNet/separable_conv_1_reduction_left1_stem_1/Round" [id=63, op=Round]; +"64 NASNet/separable_conv_1_reduction_left1_stem_1/ReadVariableOp/resource" [id=64, op=Placeholder]; +"65 NASNet/separable_conv_1_reduction_left1_stem_1/ReadVariableOp" [id=65, op=ReadVariableOp]; +"66 NASNet/separable_conv_1_reduction_left1_stem_1/mul" [id=66, op=Mul]; +"67 NASNet/separable_conv_1_reduction_left1_stem_1/Sigmoid_1/ReadVariableOp/resource" [id=67, op=Placeholder]; +"68 NASNet/separable_conv_1_reduction_left1_stem_1/Sigmoid_1/ReadVariableOp" [id=68, op=ReadVariableOp]; +"69 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op=Round]; +"1934 NASNet/separable_conv_2_normal_right1_3/ReadVariableOp_1/resource" [id=1934, op=Placeholder]; +"1935 NASNet/separable_conv_2_normal_right1_3/ReadVariableOp_1" [id=1935, op=ReadVariableOp]; +"1936 NASNet/separable_conv_2_normal_right1_3/mul_1" [id=1936, op=Mul]; +"1937 NASNet/separable_conv_2_normal_right1_3/separable_conv2d/Shape" [id=1937, op=Const]; +"1938 NASNet/separable_conv_2_normal_right1_3/separable_conv2d/dilation_rate" [id=1938, op=Const]; +"1939 NASNet/separable_conv_2_normal_right1_3/separable_conv2d/depthwise" [id=1939, op=DepthwiseConv2dNative]; +"1940 NASNet/separable_conv_2_normal_right1_3/separable_conv2d" [id=1940, op=Conv2D]; +"1941 NASNet/separable_conv_2_normal_left1_3/Sigmoid/ReadVariableOp/resource" [id=1941, op=Placeholder]; +"1942 NASNet/separable_conv_2_normal_left1_3/Sigmoid/ReadVariableOp" [id=1942, op=ReadVariableOp]; +"1943 NASNet/separable_conv_2_normal_left1_3/Sigmoid" [id=1943, op=Sigmoid]; +"1944 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NASNet/separable_conv_2_normal_left1_3/separable_conv2d/Shape" [id=1955, op=Const]; +"1956 NASNet/separable_conv_2_normal_left1_3/separable_conv2d/dilation_rate" [id=1956, op=Const]; +"1957 NASNet/separable_conv_2_normal_left1_3/separable_conv2d/depthwise" [id=1957, op=DepthwiseConv2dNative]; +"1958 NASNet/separable_conv_2_normal_left1_3/separable_conv2d" [id=1958, op=Conv2D]; +"1959 NASNet/separable_conv_2_bn_normal_left5_3/ReadVariableOp/resource" [id=1959, op=Placeholder]; +"1960 NASNet/separable_conv_2_bn_normal_left5_3/ReadVariableOp" [id=1960, op=ReadVariableOp]; +"1961 NASNet/separable_conv_2_bn_normal_left5_3/ReadVariableOp_1/resource" [id=1961, op=Placeholder]; +"1962 NASNet/separable_conv_2_bn_normal_left5_3/ReadVariableOp_1" [id=1962, op=ReadVariableOp]; +"1963 NASNet/separable_conv_2_bn_normal_left5_3/FusedBatchNormV3/ReadVariableOp/resource" [id=1963, op=Placeholder]; +"1964 NASNet/separable_conv_2_bn_normal_left5_3/FusedBatchNormV3/ReadVariableOp" [id=1964, op=ReadVariableOp]; +"1965 NASNet/separable_conv_2_bn_normal_left5_3/FusedBatchNormV3/ReadVariableOp_1/resource" [id=1965, op=Placeholder]; +"1966 NASNet/separable_conv_2_bn_normal_left5_3/FusedBatchNormV3/ReadVariableOp_1" [id=1966, op=ReadVariableOp]; +"1967 NASNet/separable_conv_2_bn_normal_left5_3/FusedBatchNormV3" [id=1967, op=FusedBatchNormV3]; +"1968 NASNet/normal_left4_3/AvgPool" [id=1968, op=AvgPool]; +"1969 NASNet/normal_right4_3/AvgPool" [id=1969, op=AvgPool]; +"1970 NASNet/normal_left3_3/AvgPool" [id=1970, op=AvgPool]; +"1971 NASNet/separable_conv_2_bn_normal_left2_3/ReadVariableOp/resource" [id=1971, op=Placeholder]; +"1972 NASNet/separable_conv_2_bn_normal_left2_3/ReadVariableOp" [id=1972, op=ReadVariableOp]; +"1973 NASNet/separable_conv_2_bn_normal_left2_3/ReadVariableOp_1/resource" [id=1973, op=Placeholder]; +"1974 NASNet/separable_conv_2_bn_normal_left2_3/ReadVariableOp_1" [id=1974, op=ReadVariableOp]; +"1975 NASNet/separable_conv_2_bn_normal_left2_3/FusedBatchNormV3/ReadVariableOp/resource" [id=1975, op=Placeholder]; +"1976 NASNet/separable_conv_2_bn_normal_left2_3/FusedBatchNormV3/ReadVariableOp" [id=1976, op=ReadVariableOp]; +"1977 NASNet/separable_conv_2_bn_normal_left2_3/FusedBatchNormV3/ReadVariableOp_1/resource" [id=1977, op=Placeholder]; +"1978 NASNet/separable_conv_2_bn_normal_left2_3/FusedBatchNormV3/ReadVariableOp_1" [id=1978, op=ReadVariableOp]; +"1979 NASNet/separable_conv_2_bn_normal_left2_3/FusedBatchNormV3" [id=1979, op=FusedBatchNormV3]; +"1980 NASNet/separable_conv_2_bn_normal_right2_3/ReadVariableOp/resource" [id=1980, op=Placeholder]; +"1981 NASNet/separable_conv_2_bn_normal_right2_3/ReadVariableOp" [id=1981, op=ReadVariableOp]; +"1982 NASNet/separable_conv_2_bn_normal_right2_3/ReadVariableOp_1/resource" [id=1982, op=Placeholder]; +"1983 NASNet/separable_conv_2_bn_normal_right2_3/ReadVariableOp_1" [id=1983, op=ReadVariableOp]; +"1984 NASNet/separable_conv_2_bn_normal_right2_3/FusedBatchNormV3/ReadVariableOp/resource" [id=1984, op=Placeholder]; +"1985 NASNet/separable_conv_2_bn_normal_right2_3/FusedBatchNormV3/ReadVariableOp" [id=1985, op=ReadVariableOp]; +"1986 NASNet/separable_conv_2_bn_normal_right2_3/FusedBatchNormV3/ReadVariableOp_1/resource" [id=1986, op=Placeholder]; +"1987 NASNet/separable_conv_2_bn_normal_right2_3/FusedBatchNormV3/ReadVariableOp_1" [id=1987, op=ReadVariableOp]; +"1988 NASNet/separable_conv_2_bn_normal_right2_3/FusedBatchNormV3" [id=1988, op=FusedBatchNormV3]; +"1989 NASNet/separable_conv_2_bn_normal_left1_3/ReadVariableOp/resource" [id=1989, op=Placeholder]; +"1990 NASNet/separable_conv_2_bn_normal_left1_3/ReadVariableOp" [id=1990, op=ReadVariableOp]; +"1991 NASNet/separable_conv_2_bn_normal_left1_3/ReadVariableOp_1/resource" [id=1991, op=Placeholder]; +"1992 NASNet/separable_conv_2_bn_normal_left1_3/ReadVariableOp_1" [id=1992, op=ReadVariableOp]; +"1993 NASNet/separable_conv_2_bn_normal_left1_3/FusedBatchNormV3/ReadVariableOp/resource" [id=1993, op=Placeholder]; +"1994 NASNet/separable_conv_2_bn_normal_left1_3/FusedBatchNormV3/ReadVariableOp" [id=1994, op=ReadVariableOp]; +"1995 NASNet/separable_conv_2_bn_normal_left1_3/FusedBatchNormV3/ReadVariableOp_1/resource" [id=1995, op=Placeholder]; +"1996 NASNet/separable_conv_2_bn_normal_left1_3/FusedBatchNormV3/ReadVariableOp_1" [id=1996, op=ReadVariableOp]; +"1997 NASNet/separable_conv_2_bn_normal_left1_3/FusedBatchNormV3" [id=1997, op=FusedBatchNormV3]; +"1998 NASNet/separable_conv_2_bn_normal_right1_3/ReadVariableOp/resource" [id=1998, op=Placeholder]; +"1999 NASNet/separable_conv_2_bn_normal_right1_3/ReadVariableOp" [id=1999, op=ReadVariableOp]; +"2000 NASNet/separable_conv_2_bn_normal_right1_3/ReadVariableOp_1/resource" [id=2000, op=Placeholder]; +"2001 NASNet/separable_conv_2_bn_normal_right1_3/ReadVariableOp_1" [id=2001, op=ReadVariableOp]; +"2002 NASNet/separable_conv_2_bn_normal_right1_3/FusedBatchNormV3/ReadVariableOp/resource" [id=2002, op=Placeholder]; +"2003 NASNet/separable_conv_2_bn_normal_right1_3/FusedBatchNormV3/ReadVariableOp" [id=2003, op=ReadVariableOp]; +"2004 NASNet/separable_conv_2_bn_normal_right1_3/FusedBatchNormV3/ReadVariableOp_1/resource" [id=2004, op=Placeholder]; +"2005 NASNet/separable_conv_2_bn_normal_right1_3/FusedBatchNormV3/ReadVariableOp_1" [id=2005, op=ReadVariableOp]; +"2006 NASNet/separable_conv_2_bn_normal_right1_3/FusedBatchNormV3" [id=2006, op=FusedBatchNormV3]; +"2007 NASNet/normal_add_1_3/add" [id=2007, op=AddV2]; +"2008 NASNet/normal_add_2_3/add" [id=2008, op=AddV2]; +"2009 NASNet/normal_add_3_3/add" [id=2009, op=AddV2]; +"2010 NASNet/normal_add_4_3/add" [id=2010, op=AddV2]; +"2011 NASNet/normal_add_5_3/add" [id=2011, op=AddV2]; +"2012 NASNet/normal_concat_3/concat/axis" [id=2012, op=Const]; +"2013 NASNet/normal_concat_3/concat" [id=2013, op=ConcatV2]; +"2014 NASNet/activation_69/Relu" 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NASNet/reduction_conv_1_reduce_4/Sigmoid" [id=2026, op=Sigmoid]; +"2027 NASNet/reduction_conv_1_reduce_4/Round" [id=2027, op=Round]; +"2028 NASNet/reduction_conv_1_reduce_4/ReadVariableOp/resource" [id=2028, op=Placeholder]; +"2029 NASNet/reduction_conv_1_reduce_4/ReadVariableOp" [id=2029, op=ReadVariableOp]; +"2030 NASNet/reduction_conv_1_reduce_4/mul" [id=2030, op=Mul]; +"2031 NASNet/reduction_conv_1_reduce_4/Conv2D" [id=2031, op=Conv2D]; +"2032 NASNet/adjust_bn_reduce_4/ReadVariableOp/resource" [id=2032, op=Placeholder]; +"2033 NASNet/adjust_bn_reduce_4/ReadVariableOp" [id=2033, op=ReadVariableOp]; +"2034 NASNet/adjust_bn_reduce_4/ReadVariableOp_1/resource" [id=2034, op=Placeholder]; +"2035 NASNet/adjust_bn_reduce_4/ReadVariableOp_1" [id=2035, op=ReadVariableOp]; +"2036 NASNet/adjust_bn_reduce_4/FusedBatchNormV3/ReadVariableOp/resource" [id=2036, op=Placeholder]; +"2037 NASNet/adjust_bn_reduce_4/FusedBatchNormV3/ReadVariableOp" [id=2037, op=ReadVariableOp]; +"2038 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NASNet/separable_conv_2_bn_normal_right1_12/FusedBatchNormV3/ReadVariableOp_1/resource" [id=5322, op=Placeholder]; +"5323 NASNet/separable_conv_2_bn_normal_right1_12/FusedBatchNormV3/ReadVariableOp_1" [id=5323, op=ReadVariableOp]; +"5324 NASNet/separable_conv_2_bn_normal_right1_12/FusedBatchNormV3" [id=5324, op=FusedBatchNormV3]; +"5325 NASNet/normal_add_1_12/add" [id=5325, op=AddV2]; +"5326 NASNet/normal_add_2_12/add" [id=5326, op=AddV2]; +"5327 NASNet/normal_add_3_12/add" [id=5327, op=AddV2]; +"5328 NASNet/normal_add_4_12/add" [id=5328, op=AddV2]; +"5329 NASNet/normal_add_5_12/add" [id=5329, op=AddV2]; +"5330 NASNet/normal_concat_12/concat/axis" [id=5330, op=Const]; +"5331 NASNet/normal_concat_12/concat" [id=5331, op=ConcatV2]; +"5332 NASNet/activation_187/Relu" [id=5332, op=Relu]; +"5333 NASNet/global_average_pooling2d/Mean/reduction_indices" [id=5333, op=Const]; +"5334 NASNet/global_average_pooling2d/Mean" [id=5334, op=Mean]; +"5335 NASNet/predictions/Sigmoid/ReadVariableOp/resource" [id=5335, op=Placeholder]; +"5336 NASNet/predictions/Sigmoid/ReadVariableOp" [id=5336, op=ReadVariableOp]; +"5337 NASNet/predictions/Sigmoid" [id=5337, op=Sigmoid]; +"5338 NASNet/predictions/Round" [id=5338, op=Round]; +"5339 NASNet/predictions/ReadVariableOp/resource" [id=5339, op=Placeholder]; +"5340 NASNet/predictions/ReadVariableOp" [id=5340, op=ReadVariableOp]; +"5341 NASNet/predictions/mul" [id=5341, op=Mul]; +"5342 NASNet/predictions/MatMul" [id=5342, op=MatMul]; +"5343 NASNet/predictions/BiasAdd/ReadVariableOp/resource" [id=5343, op=Placeholder]; +"5344 NASNet/predictions/BiasAdd/ReadVariableOp" [id=5344, op=ReadVariableOp]; +"5345 NASNet/predictions/BiasAdd" [id=5345, op=BiasAdd]; +"5346 NASNet/predictions/Softmax" [id=5346, op=Softmax]; +"5347 Identity" [id=5347, op=Identity]; +"0 args_0" -> "8 NASNet/stem_conv1/Conv2D"; +"1 NASNet/stem_conv1/Sigmoid/ReadVariableOp/resource" -> "2 NASNet/stem_conv1/Sigmoid/ReadVariableOp"; +"2 NASNet/stem_conv1/Sigmoid/ReadVariableOp" -> "3 NASNet/stem_conv1/Sigmoid"; +"3 NASNet/stem_conv1/Sigmoid" -> "4 NASNet/stem_conv1/Round"; +"4 NASNet/stem_conv1/Round" -> "7 NASNet/stem_conv1/mul"; +"5 NASNet/stem_conv1/ReadVariableOp/resource" -> "6 NASNet/stem_conv1/ReadVariableOp"; +"6 NASNet/stem_conv1/ReadVariableOp" -> "7 NASNet/stem_conv1/mul"; +"7 NASNet/stem_conv1/mul" -> "8 NASNet/stem_conv1/Conv2D"; +"8 NASNet/stem_conv1/Conv2D" -> "17 NASNet/stem_bn1/FusedBatchNormV3"; +"9 NASNet/stem_bn1/ReadVariableOp/resource" -> "10 NASNet/stem_bn1/ReadVariableOp"; +"10 NASNet/stem_bn1/ReadVariableOp" -> "17 NASNet/stem_bn1/FusedBatchNormV3"; +"11 NASNet/stem_bn1/ReadVariableOp_1/resource" -> "12 NASNet/stem_bn1/ReadVariableOp_1"; +"12 NASNet/stem_bn1/ReadVariableOp_1" -> "17 NASNet/stem_bn1/FusedBatchNormV3"; +"13 NASNet/stem_bn1/FusedBatchNormV3/ReadVariableOp/resource" -> "14 NASNet/stem_bn1/FusedBatchNormV3/ReadVariableOp"; +"14 NASNet/stem_bn1/FusedBatchNormV3/ReadVariableOp" -> "17 NASNet/stem_bn1/FusedBatchNormV3"; +"15 NASNet/stem_bn1/FusedBatchNormV3/ReadVariableOp_1/resource" -> "16 NASNet/stem_bn1/FusedBatchNormV3/ReadVariableOp_1"; +"16 NASNet/stem_bn1/FusedBatchNormV3/ReadVariableOp_1" -> "17 NASNet/stem_bn1/FusedBatchNormV3"; +"17 NASNet/stem_bn1/FusedBatchNormV3" -> "18 NASNet/activation/Relu"; +"17 NASNet/stem_bn1/FusedBatchNormV3" -> "36 NASNet/activation_3/Relu"; +"17 NASNet/stem_bn1/FusedBatchNormV3" -> "152 NASNet/activation_5/Relu"; +"17 NASNet/stem_bn1/FusedBatchNormV3" -> "154 NASNet/activation_7/Relu"; +"17 NASNet/stem_bn1/FusedBatchNormV3" -> "264 NASNet/adjust_relu_1_stem_2/Relu"; +"18 NASNet/activation/Relu" -> "26 NASNet/reduction_conv_1_stem_1/Conv2D"; +"19 NASNet/reduction_conv_1_stem_1/Sigmoid/ReadVariableOp/resource" -> "20 NASNet/reduction_conv_1_stem_1/Sigmoid/ReadVariableOp"; +"20 NASNet/reduction_conv_1_stem_1/Sigmoid/ReadVariableOp" -> "21 NASNet/reduction_conv_1_stem_1/Sigmoid"; +"21 NASNet/reduction_conv_1_stem_1/Sigmoid" -> "22 NASNet/reduction_conv_1_stem_1/Round"; +"22 NASNet/reduction_conv_1_stem_1/Round" -> "25 NASNet/reduction_conv_1_stem_1/mul"; +"23 NASNet/reduction_conv_1_stem_1/ReadVariableOp/resource" -> "24 NASNet/reduction_conv_1_stem_1/ReadVariableOp"; +"24 NASNet/reduction_conv_1_stem_1/ReadVariableOp" -> "25 NASNet/reduction_conv_1_stem_1/mul"; +"25 NASNet/reduction_conv_1_stem_1/mul" -> "26 NASNet/reduction_conv_1_stem_1/Conv2D"; +"26 NASNet/reduction_conv_1_stem_1/Conv2D" -> "35 NASNet/reduction_bn_1_stem_1/FusedBatchNormV3"; +"27 NASNet/reduction_bn_1_stem_1/ReadVariableOp/resource" -> "28 NASNet/reduction_bn_1_stem_1/ReadVariableOp"; +"28 NASNet/reduction_bn_1_stem_1/ReadVariableOp" -> "35 NASNet/reduction_bn_1_stem_1/FusedBatchNormV3"; +"29 NASNet/reduction_bn_1_stem_1/ReadVariableOp_1/resource" -> "30 NASNet/reduction_bn_1_stem_1/ReadVariableOp_1"; +"30 NASNet/reduction_bn_1_stem_1/ReadVariableOp_1" -> "35 NASNet/reduction_bn_1_stem_1/FusedBatchNormV3"; +"31 NASNet/reduction_bn_1_stem_1/FusedBatchNormV3/ReadVariableOp/resource" -> "32 NASNet/reduction_bn_1_stem_1/FusedBatchNormV3/ReadVariableOp"; +"32 NASNet/reduction_bn_1_stem_1/FusedBatchNormV3/ReadVariableOp" -> "35 NASNet/reduction_bn_1_stem_1/FusedBatchNormV3"; +"33 NASNet/reduction_bn_1_stem_1/FusedBatchNormV3/ReadVariableOp_1/resource" -> "34 NASNet/reduction_bn_1_stem_1/FusedBatchNormV3/ReadVariableOp_1"; +"34 NASNet/reduction_bn_1_stem_1/FusedBatchNormV3/ReadVariableOp_1" -> "35 NASNet/reduction_bn_1_stem_1/FusedBatchNormV3"; +"35 NASNet/reduction_bn_1_stem_1/FusedBatchNormV3" -> "37 NASNet/activation_1/Relu"; +"35 NASNet/reduction_bn_1_stem_1/FusedBatchNormV3" -> "243 NASNet/reduction_pad_1_stem_1/Pad"; +"36 NASNet/activation_3/Relu" -> "39 NASNet/separable_conv_1_pad_reduction_right1_stem_1/Pad"; +"37 NASNet/activation_1/Relu" -> "41 NASNet/separable_conv_1_pad_reduction_left1_stem_1/Pad"; +"38 NASNet/separable_conv_1_pad_reduction_right1_stem_1/Pad/paddings" -> "39 NASNet/separable_conv_1_pad_reduction_right1_stem_1/Pad"; +"39 NASNet/separable_conv_1_pad_reduction_right1_stem_1/Pad" -> "58 NASNet/separable_conv_1_reduction_right1_stem_1/separable_conv2d/depthwise"; +"40 NASNet/separable_conv_1_pad_reduction_left1_stem_1/Pad/paddings" -> "41 NASNet/separable_conv_1_pad_reduction_left1_stem_1/Pad"; +"41 NASNet/separable_conv_1_pad_reduction_left1_stem_1/Pad" -> "76 NASNet/separable_conv_1_reduction_left1_stem_1/separable_conv2d/depthwise"; +"42 NASNet/separable_conv_1_reduction_right1_stem_1/Sigmoid/ReadVariableOp/resource" -> "43 NASNet/separable_conv_1_reduction_right1_stem_1/Sigmoid/ReadVariableOp"; +"43 NASNet/separable_conv_1_reduction_right1_stem_1/Sigmoid/ReadVariableOp" -> "44 NASNet/separable_conv_1_reduction_right1_stem_1/Sigmoid"; +"44 NASNet/separable_conv_1_reduction_right1_stem_1/Sigmoid" -> "45 NASNet/separable_conv_1_reduction_right1_stem_1/Round"; +"45 NASNet/separable_conv_1_reduction_right1_stem_1/Round" -> "48 NASNet/separable_conv_1_reduction_right1_stem_1/mul"; +"46 NASNet/separable_conv_1_reduction_right1_stem_1/ReadVariableOp/resource" -> "47 NASNet/separable_conv_1_reduction_right1_stem_1/ReadVariableOp"; +"47 NASNet/separable_conv_1_reduction_right1_stem_1/ReadVariableOp" -> "48 NASNet/separable_conv_1_reduction_right1_stem_1/mul"; +"48 NASNet/separable_conv_1_reduction_right1_stem_1/mul" -> "58 NASNet/separable_conv_1_reduction_right1_stem_1/separable_conv2d/depthwise"; +"49 NASNet/separable_conv_1_reduction_right1_stem_1/Sigmoid_1/ReadVariableOp/resource" -> "50 NASNet/separable_conv_1_reduction_right1_stem_1/Sigmoid_1/ReadVariableOp"; +"50 NASNet/separable_conv_1_reduction_right1_stem_1/Sigmoid_1/ReadVariableOp" -> "51 NASNet/separable_conv_1_reduction_right1_stem_1/Sigmoid_1"; +"51 NASNet/separable_conv_1_reduction_right1_stem_1/Sigmoid_1" -> "52 NASNet/separable_conv_1_reduction_right1_stem_1/Round_1"; +"52 NASNet/separable_conv_1_reduction_right1_stem_1/Round_1" -> "55 NASNet/separable_conv_1_reduction_right1_stem_1/mul_1"; +"53 NASNet/separable_conv_1_reduction_right1_stem_1/ReadVariableOp_1/resource" -> "54 NASNet/separable_conv_1_reduction_right1_stem_1/ReadVariableOp_1"; +"54 NASNet/separable_conv_1_reduction_right1_stem_1/ReadVariableOp_1" -> "55 NASNet/separable_conv_1_reduction_right1_stem_1/mul_1"; +"55 NASNet/separable_conv_1_reduction_right1_stem_1/mul_1" -> "59 NASNet/separable_conv_1_reduction_right1_stem_1/separable_conv2d"; +"58 NASNet/separable_conv_1_reduction_right1_stem_1/separable_conv2d/depthwise" -> "59 NASNet/separable_conv_1_reduction_right1_stem_1/separable_conv2d"; +"59 NASNet/separable_conv_1_reduction_right1_stem_1/separable_conv2d" -> "86 NASNet/separable_conv_1_bn_reduction_right1_stem_1/FusedBatchNormV3"; +"60 NASNet/separable_conv_1_reduction_left1_stem_1/Sigmoid/ReadVariableOp/resource" -> "61 NASNet/separable_conv_1_reduction_left1_stem_1/Sigmoid/ReadVariableOp"; +"61 NASNet/separable_conv_1_reduction_left1_stem_1/Sigmoid/ReadVariableOp" -> "62 NASNet/separable_conv_1_reduction_left1_stem_1/Sigmoid"; +"62 NASNet/separable_conv_1_reduction_left1_stem_1/Sigmoid" -> "63 NASNet/separable_conv_1_reduction_left1_stem_1/Round"; +"63 NASNet/separable_conv_1_reduction_left1_stem_1/Round" -> "66 NASNet/separable_conv_1_reduction_left1_stem_1/mul"; +"64 NASNet/separable_conv_1_reduction_left1_stem_1/ReadVariableOp/resource" -> "65 NASNet/separable_conv_1_reduction_left1_stem_1/ReadVariableOp"; +"65 NASNet/separable_conv_1_reduction_left1_stem_1/ReadVariableOp" -> "66 NASNet/separable_conv_1_reduction_left1_stem_1/mul"; +"66 NASNet/separable_conv_1_reduction_left1_stem_1/mul" -> "76 NASNet/separable_conv_1_reduction_left1_stem_1/separable_conv2d/depthwise"; +"67 NASNet/separable_conv_1_reduction_left1_stem_1/Sigmoid_1/ReadVariableOp/resource" -> "68 NASNet/separable_conv_1_reduction_left1_stem_1/Sigmoid_1/ReadVariableOp"; +"68 NASNet/separable_conv_1_reduction_left1_stem_1/Sigmoid_1/ReadVariableOp" -> "69 NASNet/separable_conv_1_reduction_left1_stem_1/Sigmoid_1"; +"69 NASNet/separable_conv_1_reduction_left1_stem_1/Sigmoid_1" -> "70 NASNet/separable_conv_1_reduction_left1_stem_1/Round_1"; +"70 NASNet/separable_conv_1_reduction_left1_stem_1/Round_1" -> "73 NASNet/separable_conv_1_reduction_left1_stem_1/mul_1"; +"71 NASNet/separable_conv_1_reduction_left1_stem_1/ReadVariableOp_1/resource" -> "72 NASNet/separable_conv_1_reduction_left1_stem_1/ReadVariableOp_1"; +"72 NASNet/separable_conv_1_reduction_left1_stem_1/ReadVariableOp_1" -> "73 NASNet/separable_conv_1_reduction_left1_stem_1/mul_1"; +"73 NASNet/separable_conv_1_reduction_left1_stem_1/mul_1" -> "77 NASNet/separable_conv_1_reduction_left1_stem_1/separable_conv2d"; +"76 NASNet/separable_conv_1_reduction_left1_stem_1/separable_conv2d/depthwise" -> "77 NASNet/separable_conv_1_reduction_left1_stem_1/separable_conv2d"; +"77 NASNet/separable_conv_1_reduction_left1_stem_1/separable_conv2d" -> "95 NASNet/separable_conv_1_bn_reduction_left1_stem_1/FusedBatchNormV3"; +"78 NASNet/separable_conv_1_bn_reduction_right1_stem_1/ReadVariableOp/resource" -> "79 NASNet/separable_conv_1_bn_reduction_right1_stem_1/ReadVariableOp"; +"79 NASNet/separable_conv_1_bn_reduction_right1_stem_1/ReadVariableOp" -> "86 NASNet/separable_conv_1_bn_reduction_right1_stem_1/FusedBatchNormV3"; +"80 NASNet/separable_conv_1_bn_reduction_right1_stem_1/ReadVariableOp_1/resource" -> "81 NASNet/separable_conv_1_bn_reduction_right1_stem_1/ReadVariableOp_1"; +"81 NASNet/separable_conv_1_bn_reduction_right1_stem_1/ReadVariableOp_1" -> "86 NASNet/separable_conv_1_bn_reduction_right1_stem_1/FusedBatchNormV3"; +"82 NASNet/separable_conv_1_bn_reduction_right1_stem_1/FusedBatchNormV3/ReadVariableOp/resource" -> "83 NASNet/separable_conv_1_bn_reduction_right1_stem_1/FusedBatchNormV3/ReadVariableOp"; +"83 NASNet/separable_conv_1_bn_reduction_right1_stem_1/FusedBatchNormV3/ReadVariableOp" -> "86 NASNet/separable_conv_1_bn_reduction_right1_stem_1/FusedBatchNormV3"; +"84 NASNet/separable_conv_1_bn_reduction_right1_stem_1/FusedBatchNormV3/ReadVariableOp_1/resource" -> "85 NASNet/separable_conv_1_bn_reduction_right1_stem_1/FusedBatchNormV3/ReadVariableOp_1"; +"85 NASNet/separable_conv_1_bn_reduction_right1_stem_1/FusedBatchNormV3/ReadVariableOp_1" -> "86 NASNet/separable_conv_1_bn_reduction_right1_stem_1/FusedBatchNormV3"; +"86 NASNet/separable_conv_1_bn_reduction_right1_stem_1/FusedBatchNormV3" -> "96 NASNet/activation_4/Relu"; +"87 NASNet/separable_conv_1_bn_reduction_left1_stem_1/ReadVariableOp/resource" -> "88 NASNet/separable_conv_1_bn_reduction_left1_stem_1/ReadVariableOp"; +"88 NASNet/separable_conv_1_bn_reduction_left1_stem_1/ReadVariableOp" -> "95 NASNet/separable_conv_1_bn_reduction_left1_stem_1/FusedBatchNormV3"; +"89 NASNet/separable_conv_1_bn_reduction_left1_stem_1/ReadVariableOp_1/resource" -> "90 NASNet/separable_conv_1_bn_reduction_left1_stem_1/ReadVariableOp_1"; +"90 NASNet/separable_conv_1_bn_reduction_left1_stem_1/ReadVariableOp_1" -> "95 NASNet/separable_conv_1_bn_reduction_left1_stem_1/FusedBatchNormV3"; +"91 NASNet/separable_conv_1_bn_reduction_left1_stem_1/FusedBatchNormV3/ReadVariableOp/resource" -> "92 NASNet/separable_conv_1_bn_reduction_left1_stem_1/FusedBatchNormV3/ReadVariableOp"; +"92 NASNet/separable_conv_1_bn_reduction_left1_stem_1/FusedBatchNormV3/ReadVariableOp" -> "95 NASNet/separable_conv_1_bn_reduction_left1_stem_1/FusedBatchNormV3"; +"93 NASNet/separable_conv_1_bn_reduction_left1_stem_1/FusedBatchNormV3/ReadVariableOp_1/resource" -> "94 NASNet/separable_conv_1_bn_reduction_left1_stem_1/FusedBatchNormV3/ReadVariableOp_1"; +"94 NASNet/separable_conv_1_bn_reduction_left1_stem_1/FusedBatchNormV3/ReadVariableOp_1" -> "95 NASNet/separable_conv_1_bn_reduction_left1_stem_1/FusedBatchNormV3"; +"95 NASNet/separable_conv_1_bn_reduction_left1_stem_1/FusedBatchNormV3" -> "97 NASNet/activation_2/Relu"; +"96 NASNet/activation_4/Relu" -> "114 NASNet/separable_conv_2_reduction_right1_stem_1/separable_conv2d/depthwise"; +"97 NASNet/activation_2/Relu" -> "132 NASNet/separable_conv_2_reduction_left1_stem_1/separable_conv2d/depthwise"; +"98 NASNet/separable_conv_2_reduction_right1_stem_1/Sigmoid/ReadVariableOp/resource" -> "99 NASNet/separable_conv_2_reduction_right1_stem_1/Sigmoid/ReadVariableOp"; +"99 NASNet/separable_conv_2_reduction_right1_stem_1/Sigmoid/ReadVariableOp" -> "100 NASNet/separable_conv_2_reduction_right1_stem_1/Sigmoid"; +"100 NASNet/separable_conv_2_reduction_right1_stem_1/Sigmoid" -> "101 NASNet/separable_conv_2_reduction_right1_stem_1/Round"; +"101 NASNet/separable_conv_2_reduction_right1_stem_1/Round" -> "104 NASNet/separable_conv_2_reduction_right1_stem_1/mul"; +"102 NASNet/separable_conv_2_reduction_right1_stem_1/ReadVariableOp/resource" -> "103 NASNet/separable_conv_2_reduction_right1_stem_1/ReadVariableOp"; +"103 NASNet/separable_conv_2_reduction_right1_stem_1/ReadVariableOp" -> "104 NASNet/separable_conv_2_reduction_right1_stem_1/mul"; +"104 NASNet/separable_conv_2_reduction_right1_stem_1/mul" -> "114 NASNet/separable_conv_2_reduction_right1_stem_1/separable_conv2d/depthwise"; +"105 NASNet/separable_conv_2_reduction_right1_stem_1/Sigmoid_1/ReadVariableOp/resource" -> "106 NASNet/separable_conv_2_reduction_right1_stem_1/Sigmoid_1/ReadVariableOp"; +"106 NASNet/separable_conv_2_reduction_right1_stem_1/Sigmoid_1/ReadVariableOp" -> "107 NASNet/separable_conv_2_reduction_right1_stem_1/Sigmoid_1"; +"107 NASNet/separable_conv_2_reduction_right1_stem_1/Sigmoid_1" -> "108 NASNet/separable_conv_2_reduction_right1_stem_1/Round_1"; +"108 NASNet/separable_conv_2_reduction_right1_stem_1/Round_1" -> "111 NASNet/separable_conv_2_reduction_right1_stem_1/mul_1"; 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NASNet/separable_conv_2_reduction_left1_stem_1/Sigmoid"; +"118 NASNet/separable_conv_2_reduction_left1_stem_1/Sigmoid" -> "119 NASNet/separable_conv_2_reduction_left1_stem_1/Round"; +"119 NASNet/separable_conv_2_reduction_left1_stem_1/Round" -> "122 NASNet/separable_conv_2_reduction_left1_stem_1/mul"; +"120 NASNet/separable_conv_2_reduction_left1_stem_1/ReadVariableOp/resource" -> "121 NASNet/separable_conv_2_reduction_left1_stem_1/ReadVariableOp"; +"121 NASNet/separable_conv_2_reduction_left1_stem_1/ReadVariableOp" -> "122 NASNet/separable_conv_2_reduction_left1_stem_1/mul"; +"122 NASNet/separable_conv_2_reduction_left1_stem_1/mul" -> "132 NASNet/separable_conv_2_reduction_left1_stem_1/separable_conv2d/depthwise"; +"123 NASNet/separable_conv_2_reduction_left1_stem_1/Sigmoid_1/ReadVariableOp/resource" -> "124 NASNet/separable_conv_2_reduction_left1_stem_1/Sigmoid_1/ReadVariableOp"; +"124 NASNet/separable_conv_2_reduction_left1_stem_1/Sigmoid_1/ReadVariableOp" -> "125 NASNet/separable_conv_2_reduction_left1_stem_1/Sigmoid_1"; +"125 NASNet/separable_conv_2_reduction_left1_stem_1/Sigmoid_1" -> "126 NASNet/separable_conv_2_reduction_left1_stem_1/Round_1"; +"126 NASNet/separable_conv_2_reduction_left1_stem_1/Round_1" -> "129 NASNet/separable_conv_2_reduction_left1_stem_1/mul_1"; +"127 NASNet/separable_conv_2_reduction_left1_stem_1/ReadVariableOp_1/resource" -> "128 NASNet/separable_conv_2_reduction_left1_stem_1/ReadVariableOp_1"; +"128 NASNet/separable_conv_2_reduction_left1_stem_1/ReadVariableOp_1" -> "129 NASNet/separable_conv_2_reduction_left1_stem_1/mul_1"; +"129 NASNet/separable_conv_2_reduction_left1_stem_1/mul_1" -> "133 NASNet/separable_conv_2_reduction_left1_stem_1/separable_conv2d"; +"132 NASNet/separable_conv_2_reduction_left1_stem_1/separable_conv2d/depthwise" -> "133 NASNet/separable_conv_2_reduction_left1_stem_1/separable_conv2d"; +"133 NASNet/separable_conv_2_reduction_left1_stem_1/separable_conv2d" -> "142 NASNet/separable_conv_2_bn_reduction_left1_stem_1/FusedBatchNormV3"; +"134 NASNet/separable_conv_2_bn_reduction_left1_stem_1/ReadVariableOp/resource" -> "135 NASNet/separable_conv_2_bn_reduction_left1_stem_1/ReadVariableOp"; +"135 NASNet/separable_conv_2_bn_reduction_left1_stem_1/ReadVariableOp" -> "142 NASNet/separable_conv_2_bn_reduction_left1_stem_1/FusedBatchNormV3"; +"136 NASNet/separable_conv_2_bn_reduction_left1_stem_1/ReadVariableOp_1/resource" -> "137 NASNet/separable_conv_2_bn_reduction_left1_stem_1/ReadVariableOp_1"; +"137 NASNet/separable_conv_2_bn_reduction_left1_stem_1/ReadVariableOp_1" -> "142 NASNet/separable_conv_2_bn_reduction_left1_stem_1/FusedBatchNormV3"; +"138 NASNet/separable_conv_2_bn_reduction_left1_stem_1/FusedBatchNormV3/ReadVariableOp/resource" -> "139 NASNet/separable_conv_2_bn_reduction_left1_stem_1/FusedBatchNormV3/ReadVariableOp"; +"139 NASNet/separable_conv_2_bn_reduction_left1_stem_1/FusedBatchNormV3/ReadVariableOp" -> "142 NASNet/separable_conv_2_bn_reduction_left1_stem_1/FusedBatchNormV3"; +"140 NASNet/separable_conv_2_bn_reduction_left1_stem_1/FusedBatchNormV3/ReadVariableOp_1/resource" -> "141 NASNet/separable_conv_2_bn_reduction_left1_stem_1/FusedBatchNormV3/ReadVariableOp_1"; +"141 NASNet/separable_conv_2_bn_reduction_left1_stem_1/FusedBatchNormV3/ReadVariableOp_1" -> "142 NASNet/separable_conv_2_bn_reduction_left1_stem_1/FusedBatchNormV3"; +"142 NASNet/separable_conv_2_bn_reduction_left1_stem_1/FusedBatchNormV3" -> "153 NASNet/reduction_add_1_stem_1/add"; +"143 NASNet/separable_conv_2_bn_reduction_right1_stem_1/ReadVariableOp/resource" -> "144 NASNet/separable_conv_2_bn_reduction_right1_stem_1/ReadVariableOp"; +"144 NASNet/separable_conv_2_bn_reduction_right1_stem_1/ReadVariableOp" -> "151 NASNet/separable_conv_2_bn_reduction_right1_stem_1/FusedBatchNormV3"; +"145 NASNet/separable_conv_2_bn_reduction_right1_stem_1/ReadVariableOp_1/resource" -> "146 NASNet/separable_conv_2_bn_reduction_right1_stem_1/ReadVariableOp_1"; +"146 NASNet/separable_conv_2_bn_reduction_right1_stem_1/ReadVariableOp_1" -> "151 NASNet/separable_conv_2_bn_reduction_right1_stem_1/FusedBatchNormV3"; +"147 NASNet/separable_conv_2_bn_reduction_right1_stem_1/FusedBatchNormV3/ReadVariableOp/resource" -> "148 NASNet/separable_conv_2_bn_reduction_right1_stem_1/FusedBatchNormV3/ReadVariableOp"; +"148 NASNet/separable_conv_2_bn_reduction_right1_stem_1/FusedBatchNormV3/ReadVariableOp" -> "151 NASNet/separable_conv_2_bn_reduction_right1_stem_1/FusedBatchNormV3"; +"149 NASNet/separable_conv_2_bn_reduction_right1_stem_1/FusedBatchNormV3/ReadVariableOp_1/resource" -> "150 NASNet/separable_conv_2_bn_reduction_right1_stem_1/FusedBatchNormV3/ReadVariableOp_1"; +"150 NASNet/separable_conv_2_bn_reduction_right1_stem_1/FusedBatchNormV3/ReadVariableOp_1" -> "151 NASNet/separable_conv_2_bn_reduction_right1_stem_1/FusedBatchNormV3"; +"151 NASNet/separable_conv_2_bn_reduction_right1_stem_1/FusedBatchNormV3" -> "153 NASNet/reduction_add_1_stem_1/add"; +"152 NASNet/activation_5/Relu" -> "156 NASNet/separable_conv_1_pad_reduction_right2_stem_1/Pad"; +"153 NASNet/reduction_add_1_stem_1/add" -> "157 NASNet/activation_9/Relu"; +"153 NASNet/reduction_add_1_stem_1/add" -> "324 NASNet/reduction_left4_stem_1/AvgPool"; +"154 NASNet/activation_7/Relu" -> "159 NASNet/separable_conv_1_pad_reduction_right3_stem_1/Pad"; +"155 NASNet/separable_conv_1_pad_reduction_right2_stem_1/Pad/paddings" -> "156 NASNet/separable_conv_1_pad_reduction_right2_stem_1/Pad"; +"156 NASNet/separable_conv_1_pad_reduction_right2_stem_1/Pad" -> "176 NASNet/separable_conv_1_reduction_right2_stem_1/separable_conv2d/depthwise"; +"157 NASNet/activation_9/Relu" -> "194 NASNet/separable_conv_1_reduction_left4_stem_1/separable_conv2d/depthwise"; +"158 NASNet/separable_conv_1_pad_reduction_right3_stem_1/Pad/paddings" -> "159 NASNet/separable_conv_1_pad_reduction_right3_stem_1/Pad"; +"159 NASNet/separable_conv_1_pad_reduction_right3_stem_1/Pad" -> "212 NASNet/separable_conv_1_reduction_right3_stem_1/separable_conv2d/depthwise"; +"160 NASNet/separable_conv_1_reduction_right2_stem_1/Sigmoid/ReadVariableOp/resource" -> "161 NASNet/separable_conv_1_reduction_right2_stem_1/Sigmoid/ReadVariableOp"; +"161 NASNet/separable_conv_1_reduction_right2_stem_1/Sigmoid/ReadVariableOp" -> "162 NASNet/separable_conv_1_reduction_right2_stem_1/Sigmoid"; +"162 NASNet/separable_conv_1_reduction_right2_stem_1/Sigmoid" -> "163 NASNet/separable_conv_1_reduction_right2_stem_1/Round"; +"163 NASNet/separable_conv_1_reduction_right2_stem_1/Round" -> "166 NASNet/separable_conv_1_reduction_right2_stem_1/mul"; +"164 NASNet/separable_conv_1_reduction_right2_stem_1/ReadVariableOp/resource" -> "165 NASNet/separable_conv_1_reduction_right2_stem_1/ReadVariableOp"; +"165 NASNet/separable_conv_1_reduction_right2_stem_1/ReadVariableOp" -> "166 NASNet/separable_conv_1_reduction_right2_stem_1/mul"; +"166 NASNet/separable_conv_1_reduction_right2_stem_1/mul" -> "176 NASNet/separable_conv_1_reduction_right2_stem_1/separable_conv2d/depthwise"; +"167 NASNet/separable_conv_1_reduction_right2_stem_1/Sigmoid_1/ReadVariableOp/resource" -> "168 NASNet/separable_conv_1_reduction_right2_stem_1/Sigmoid_1/ReadVariableOp"; +"168 NASNet/separable_conv_1_reduction_right2_stem_1/Sigmoid_1/ReadVariableOp" -> "169 NASNet/separable_conv_1_reduction_right2_stem_1/Sigmoid_1"; +"169 NASNet/separable_conv_1_reduction_right2_stem_1/Sigmoid_1" -> "170 NASNet/separable_conv_1_reduction_right2_stem_1/Round_1"; +"170 NASNet/separable_conv_1_reduction_right2_stem_1/Round_1" -> "173 NASNet/separable_conv_1_reduction_right2_stem_1/mul_1"; +"171 NASNet/separable_conv_1_reduction_right2_stem_1/ReadVariableOp_1/resource" -> "172 NASNet/separable_conv_1_reduction_right2_stem_1/ReadVariableOp_1"; +"172 NASNet/separable_conv_1_reduction_right2_stem_1/ReadVariableOp_1" -> "173 NASNet/separable_conv_1_reduction_right2_stem_1/mul_1"; +"173 NASNet/separable_conv_1_reduction_right2_stem_1/mul_1" -> "177 NASNet/separable_conv_1_reduction_right2_stem_1/separable_conv2d"; +"176 NASNet/separable_conv_1_reduction_right2_stem_1/separable_conv2d/depthwise" -> "177 NASNet/separable_conv_1_reduction_right2_stem_1/separable_conv2d"; +"177 NASNet/separable_conv_1_reduction_right2_stem_1/separable_conv2d" -> "222 NASNet/separable_conv_1_bn_reduction_right2_stem_1/FusedBatchNormV3"; +"178 NASNet/separable_conv_1_reduction_left4_stem_1/Sigmoid/ReadVariableOp/resource" -> "179 NASNet/separable_conv_1_reduction_left4_stem_1/Sigmoid/ReadVariableOp"; +"179 NASNet/separable_conv_1_reduction_left4_stem_1/Sigmoid/ReadVariableOp" -> "180 NASNet/separable_conv_1_reduction_left4_stem_1/Sigmoid"; +"180 NASNet/separable_conv_1_reduction_left4_stem_1/Sigmoid" -> "181 NASNet/separable_conv_1_reduction_left4_stem_1/Round"; +"181 NASNet/separable_conv_1_reduction_left4_stem_1/Round" -> "184 NASNet/separable_conv_1_reduction_left4_stem_1/mul"; +"182 NASNet/separable_conv_1_reduction_left4_stem_1/ReadVariableOp/resource" -> "183 NASNet/separable_conv_1_reduction_left4_stem_1/ReadVariableOp"; +"183 NASNet/separable_conv_1_reduction_left4_stem_1/ReadVariableOp" -> "184 NASNet/separable_conv_1_reduction_left4_stem_1/mul"; +"184 NASNet/separable_conv_1_reduction_left4_stem_1/mul" -> "194 NASNet/separable_conv_1_reduction_left4_stem_1/separable_conv2d/depthwise"; +"185 NASNet/separable_conv_1_reduction_left4_stem_1/Sigmoid_1/ReadVariableOp/resource" -> "186 NASNet/separable_conv_1_reduction_left4_stem_1/Sigmoid_1/ReadVariableOp"; +"186 NASNet/separable_conv_1_reduction_left4_stem_1/Sigmoid_1/ReadVariableOp" -> "187 NASNet/separable_conv_1_reduction_left4_stem_1/Sigmoid_1"; +"187 NASNet/separable_conv_1_reduction_left4_stem_1/Sigmoid_1" -> "188 NASNet/separable_conv_1_reduction_left4_stem_1/Round_1"; +"188 NASNet/separable_conv_1_reduction_left4_stem_1/Round_1" -> "191 NASNet/separable_conv_1_reduction_left4_stem_1/mul_1"; +"189 NASNet/separable_conv_1_reduction_left4_stem_1/ReadVariableOp_1/resource" -> "190 NASNet/separable_conv_1_reduction_left4_stem_1/ReadVariableOp_1"; +"190 NASNet/separable_conv_1_reduction_left4_stem_1/ReadVariableOp_1" -> "191 NASNet/separable_conv_1_reduction_left4_stem_1/mul_1"; +"191 NASNet/separable_conv_1_reduction_left4_stem_1/mul_1" -> "195 NASNet/separable_conv_1_reduction_left4_stem_1/separable_conv2d"; +"194 NASNet/separable_conv_1_reduction_left4_stem_1/separable_conv2d/depthwise" -> "195 NASNet/separable_conv_1_reduction_left4_stem_1/separable_conv2d"; +"195 NASNet/separable_conv_1_reduction_left4_stem_1/separable_conv2d" -> "231 NASNet/separable_conv_1_bn_reduction_left4_stem_1/FusedBatchNormV3"; +"196 NASNet/separable_conv_1_reduction_right3_stem_1/Sigmoid/ReadVariableOp/resource" -> "197 NASNet/separable_conv_1_reduction_right3_stem_1/Sigmoid/ReadVariableOp"; +"197 NASNet/separable_conv_1_reduction_right3_stem_1/Sigmoid/ReadVariableOp" -> "198 NASNet/separable_conv_1_reduction_right3_stem_1/Sigmoid"; +"198 NASNet/separable_conv_1_reduction_right3_stem_1/Sigmoid" -> "199 NASNet/separable_conv_1_reduction_right3_stem_1/Round"; +"199 NASNet/separable_conv_1_reduction_right3_stem_1/Round" -> "202 NASNet/separable_conv_1_reduction_right3_stem_1/mul"; +"200 NASNet/separable_conv_1_reduction_right3_stem_1/ReadVariableOp/resource" -> "201 NASNet/separable_conv_1_reduction_right3_stem_1/ReadVariableOp"; +"201 NASNet/separable_conv_1_reduction_right3_stem_1/ReadVariableOp" -> "202 NASNet/separable_conv_1_reduction_right3_stem_1/mul"; +"202 NASNet/separable_conv_1_reduction_right3_stem_1/mul" -> "212 NASNet/separable_conv_1_reduction_right3_stem_1/separable_conv2d/depthwise"; +"203 NASNet/separable_conv_1_reduction_right3_stem_1/Sigmoid_1/ReadVariableOp/resource" -> "204 NASNet/separable_conv_1_reduction_right3_stem_1/Sigmoid_1/ReadVariableOp"; +"204 NASNet/separable_conv_1_reduction_right3_stem_1/Sigmoid_1/ReadVariableOp" -> "205 NASNet/separable_conv_1_reduction_right3_stem_1/Sigmoid_1"; +"205 NASNet/separable_conv_1_reduction_right3_stem_1/Sigmoid_1" -> "206 NASNet/separable_conv_1_reduction_right3_stem_1/Round_1"; +"206 NASNet/separable_conv_1_reduction_right3_stem_1/Round_1" -> "209 NASNet/separable_conv_1_reduction_right3_stem_1/mul_1"; +"207 NASNet/separable_conv_1_reduction_right3_stem_1/ReadVariableOp_1/resource" -> "208 NASNet/separable_conv_1_reduction_right3_stem_1/ReadVariableOp_1"; +"208 NASNet/separable_conv_1_reduction_right3_stem_1/ReadVariableOp_1" -> "209 NASNet/separable_conv_1_reduction_right3_stem_1/mul_1"; +"209 NASNet/separable_conv_1_reduction_right3_stem_1/mul_1" -> "213 NASNet/separable_conv_1_reduction_right3_stem_1/separable_conv2d"; +"212 NASNet/separable_conv_1_reduction_right3_stem_1/separable_conv2d/depthwise" -> "213 NASNet/separable_conv_1_reduction_right3_stem_1/separable_conv2d"; +"213 NASNet/separable_conv_1_reduction_right3_stem_1/separable_conv2d" -> "240 NASNet/separable_conv_1_bn_reduction_right3_stem_1/FusedBatchNormV3"; +"214 NASNet/separable_conv_1_bn_reduction_right2_stem_1/ReadVariableOp/resource" -> "215 NASNet/separable_conv_1_bn_reduction_right2_stem_1/ReadVariableOp"; +"215 NASNet/separable_conv_1_bn_reduction_right2_stem_1/ReadVariableOp" -> "222 NASNet/separable_conv_1_bn_reduction_right2_stem_1/FusedBatchNormV3"; +"216 NASNet/separable_conv_1_bn_reduction_right2_stem_1/ReadVariableOp_1/resource" -> "217 NASNet/separable_conv_1_bn_reduction_right2_stem_1/ReadVariableOp_1"; +"217 NASNet/separable_conv_1_bn_reduction_right2_stem_1/ReadVariableOp_1" -> "222 NASNet/separable_conv_1_bn_reduction_right2_stem_1/FusedBatchNormV3"; +"218 NASNet/separable_conv_1_bn_reduction_right2_stem_1/FusedBatchNormV3/ReadVariableOp/resource" -> "219 NASNet/separable_conv_1_bn_reduction_right2_stem_1/FusedBatchNormV3/ReadVariableOp"; +"219 NASNet/separable_conv_1_bn_reduction_right2_stem_1/FusedBatchNormV3/ReadVariableOp" -> "222 NASNet/separable_conv_1_bn_reduction_right2_stem_1/FusedBatchNormV3"; +"220 NASNet/separable_conv_1_bn_reduction_right2_stem_1/FusedBatchNormV3/ReadVariableOp_1/resource" -> "221 NASNet/separable_conv_1_bn_reduction_right2_stem_1/FusedBatchNormV3/ReadVariableOp_1"; +"221 NASNet/separable_conv_1_bn_reduction_right2_stem_1/FusedBatchNormV3/ReadVariableOp_1" -> "222 NASNet/separable_conv_1_bn_reduction_right2_stem_1/FusedBatchNormV3"; +"222 NASNet/separable_conv_1_bn_reduction_right2_stem_1/FusedBatchNormV3" -> "241 NASNet/activation_6/Relu"; +"223 NASNet/separable_conv_1_bn_reduction_left4_stem_1/ReadVariableOp/resource" -> "224 NASNet/separable_conv_1_bn_reduction_left4_stem_1/ReadVariableOp"; +"224 NASNet/separable_conv_1_bn_reduction_left4_stem_1/ReadVariableOp" -> "231 NASNet/separable_conv_1_bn_reduction_left4_stem_1/FusedBatchNormV3"; +"225 NASNet/separable_conv_1_bn_reduction_left4_stem_1/ReadVariableOp_1/resource" -> "226 NASNet/separable_conv_1_bn_reduction_left4_stem_1/ReadVariableOp_1"; +"226 NASNet/separable_conv_1_bn_reduction_left4_stem_1/ReadVariableOp_1" -> "231 NASNet/separable_conv_1_bn_reduction_left4_stem_1/FusedBatchNormV3"; +"227 NASNet/separable_conv_1_bn_reduction_left4_stem_1/FusedBatchNormV3/ReadVariableOp/resource" -> "228 NASNet/separable_conv_1_bn_reduction_left4_stem_1/FusedBatchNormV3/ReadVariableOp"; +"228 NASNet/separable_conv_1_bn_reduction_left4_stem_1/FusedBatchNormV3/ReadVariableOp" -> "231 NASNet/separable_conv_1_bn_reduction_left4_stem_1/FusedBatchNormV3"; +"229 NASNet/separable_conv_1_bn_reduction_left4_stem_1/FusedBatchNormV3/ReadVariableOp_1/resource" -> "230 NASNet/separable_conv_1_bn_reduction_left4_stem_1/FusedBatchNormV3/ReadVariableOp_1"; +"230 NASNet/separable_conv_1_bn_reduction_left4_stem_1/FusedBatchNormV3/ReadVariableOp_1" -> "231 NASNet/separable_conv_1_bn_reduction_left4_stem_1/FusedBatchNormV3"; +"231 NASNet/separable_conv_1_bn_reduction_left4_stem_1/FusedBatchNormV3" -> "244 NASNet/activation_10/Relu"; +"232 NASNet/separable_conv_1_bn_reduction_right3_stem_1/ReadVariableOp/resource" -> "233 NASNet/separable_conv_1_bn_reduction_right3_stem_1/ReadVariableOp"; +"233 NASNet/separable_conv_1_bn_reduction_right3_stem_1/ReadVariableOp" -> "240 NASNet/separable_conv_1_bn_reduction_right3_stem_1/FusedBatchNormV3"; +"234 NASNet/separable_conv_1_bn_reduction_right3_stem_1/ReadVariableOp_1/resource" -> "235 NASNet/separable_conv_1_bn_reduction_right3_stem_1/ReadVariableOp_1"; +"235 NASNet/separable_conv_1_bn_reduction_right3_stem_1/ReadVariableOp_1" -> "240 NASNet/separable_conv_1_bn_reduction_right3_stem_1/FusedBatchNormV3"; +"236 NASNet/separable_conv_1_bn_reduction_right3_stem_1/FusedBatchNormV3/ReadVariableOp/resource" -> "237 NASNet/separable_conv_1_bn_reduction_right3_stem_1/FusedBatchNormV3/ReadVariableOp"; +"237 NASNet/separable_conv_1_bn_reduction_right3_stem_1/FusedBatchNormV3/ReadVariableOp" -> "240 NASNet/separable_conv_1_bn_reduction_right3_stem_1/FusedBatchNormV3"; +"238 NASNet/separable_conv_1_bn_reduction_right3_stem_1/FusedBatchNormV3/ReadVariableOp_1/resource" -> "239 NASNet/separable_conv_1_bn_reduction_right3_stem_1/FusedBatchNormV3/ReadVariableOp_1"; +"239 NASNet/separable_conv_1_bn_reduction_right3_stem_1/FusedBatchNormV3/ReadVariableOp_1" -> "240 NASNet/separable_conv_1_bn_reduction_right3_stem_1/FusedBatchNormV3"; +"240 NASNet/separable_conv_1_bn_reduction_right3_stem_1/FusedBatchNormV3" -> "245 NASNet/activation_8/Relu"; +"241 NASNet/activation_6/Relu" -> "262 NASNet/separable_conv_2_reduction_right2_stem_1/separable_conv2d/depthwise"; +"242 NASNet/reduction_pad_1_stem_1/Pad/paddings" -> "243 NASNet/reduction_pad_1_stem_1/Pad"; +"243 NASNet/reduction_pad_1_stem_1/Pad" -> "301 NASNet/reduction_left2_stem_1/MaxPool"; +"243 NASNet/reduction_pad_1_stem_1/Pad" -> "323 NASNet/reduction_right5_stem_1/MaxPool"; +"243 NASNet/reduction_pad_1_stem_1/Pad" -> "325 NASNet/reduction_left3_stem_1/AvgPool"; +"244 NASNet/activation_10/Relu" -> "281 NASNet/separable_conv_2_reduction_left4_stem_1/separable_conv2d/depthwise"; +"245 NASNet/activation_8/Relu" -> "299 NASNet/separable_conv_2_reduction_right3_stem_1/separable_conv2d/depthwise"; +"246 NASNet/separable_conv_2_reduction_right2_stem_1/Sigmoid/ReadVariableOp/resource" -> "247 NASNet/separable_conv_2_reduction_right2_stem_1/Sigmoid/ReadVariableOp"; +"247 NASNet/separable_conv_2_reduction_right2_stem_1/Sigmoid/ReadVariableOp" -> "248 NASNet/separable_conv_2_reduction_right2_stem_1/Sigmoid"; +"248 NASNet/separable_conv_2_reduction_right2_stem_1/Sigmoid" -> "249 NASNet/separable_conv_2_reduction_right2_stem_1/Round"; +"249 NASNet/separable_conv_2_reduction_right2_stem_1/Round" -> "252 NASNet/separable_conv_2_reduction_right2_stem_1/mul"; +"250 NASNet/separable_conv_2_reduction_right2_stem_1/ReadVariableOp/resource" -> "251 NASNet/separable_conv_2_reduction_right2_stem_1/ReadVariableOp"; +"251 NASNet/separable_conv_2_reduction_right2_stem_1/ReadVariableOp" -> "252 NASNet/separable_conv_2_reduction_right2_stem_1/mul"; +"252 NASNet/separable_conv_2_reduction_right2_stem_1/mul" -> "262 NASNet/separable_conv_2_reduction_right2_stem_1/separable_conv2d/depthwise"; +"253 NASNet/separable_conv_2_reduction_right2_stem_1/Sigmoid_1/ReadVariableOp/resource" -> "254 NASNet/separable_conv_2_reduction_right2_stem_1/Sigmoid_1/ReadVariableOp"; +"254 NASNet/separable_conv_2_reduction_right2_stem_1/Sigmoid_1/ReadVariableOp" -> "255 NASNet/separable_conv_2_reduction_right2_stem_1/Sigmoid_1"; +"255 NASNet/separable_conv_2_reduction_right2_stem_1/Sigmoid_1" -> "256 NASNet/separable_conv_2_reduction_right2_stem_1/Round_1"; +"256 NASNet/separable_conv_2_reduction_right2_stem_1/Round_1" -> 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NASNet/separable_conv_1_reduction_right1_stem_2/Sigmoid_1"; +"406 NASNet/separable_conv_1_reduction_right1_stem_2/Sigmoid_1" -> "407 NASNet/separable_conv_1_reduction_right1_stem_2/Round_1"; +"407 NASNet/separable_conv_1_reduction_right1_stem_2/Round_1" -> "410 NASNet/separable_conv_1_reduction_right1_stem_2/mul_1"; +"408 NASNet/separable_conv_1_reduction_right1_stem_2/ReadVariableOp_1/resource" -> "409 NASNet/separable_conv_1_reduction_right1_stem_2/ReadVariableOp_1"; +"409 NASNet/separable_conv_1_reduction_right1_stem_2/ReadVariableOp_1" -> "410 NASNet/separable_conv_1_reduction_right1_stem_2/mul_1"; +"410 NASNet/separable_conv_1_reduction_right1_stem_2/mul_1" -> "414 NASNet/separable_conv_1_reduction_right1_stem_2/separable_conv2d"; +"413 NASNet/separable_conv_1_reduction_right1_stem_2/separable_conv2d/depthwise" -> "414 NASNet/separable_conv_1_reduction_right1_stem_2/separable_conv2d"; +"414 NASNet/separable_conv_1_reduction_right1_stem_2/separable_conv2d" -> "441 NASNet/separable_conv_1_bn_reduction_right1_stem_2/FusedBatchNormV3"; +"415 NASNet/separable_conv_1_reduction_left1_stem_2/Sigmoid/ReadVariableOp/resource" -> "416 NASNet/separable_conv_1_reduction_left1_stem_2/Sigmoid/ReadVariableOp"; +"416 NASNet/separable_conv_1_reduction_left1_stem_2/Sigmoid/ReadVariableOp" -> "417 NASNet/separable_conv_1_reduction_left1_stem_2/Sigmoid"; +"417 NASNet/separable_conv_1_reduction_left1_stem_2/Sigmoid" -> "418 NASNet/separable_conv_1_reduction_left1_stem_2/Round"; +"418 NASNet/separable_conv_1_reduction_left1_stem_2/Round" -> "421 NASNet/separable_conv_1_reduction_left1_stem_2/mul"; +"419 NASNet/separable_conv_1_reduction_left1_stem_2/ReadVariableOp/resource" -> "420 NASNet/separable_conv_1_reduction_left1_stem_2/ReadVariableOp"; +"420 NASNet/separable_conv_1_reduction_left1_stem_2/ReadVariableOp" -> "421 NASNet/separable_conv_1_reduction_left1_stem_2/mul"; +"421 NASNet/separable_conv_1_reduction_left1_stem_2/mul" -> "431 NASNet/separable_conv_1_reduction_left1_stem_2/separable_conv2d/depthwise"; +"422 NASNet/separable_conv_1_reduction_left1_stem_2/Sigmoid_1/ReadVariableOp/resource" -> "423 NASNet/separable_conv_1_reduction_left1_stem_2/Sigmoid_1/ReadVariableOp"; +"423 NASNet/separable_conv_1_reduction_left1_stem_2/Sigmoid_1/ReadVariableOp" -> "424 NASNet/separable_conv_1_reduction_left1_stem_2/Sigmoid_1"; +"424 NASNet/separable_conv_1_reduction_left1_stem_2/Sigmoid_1" -> "425 NASNet/separable_conv_1_reduction_left1_stem_2/Round_1"; +"425 NASNet/separable_conv_1_reduction_left1_stem_2/Round_1" -> "428 NASNet/separable_conv_1_reduction_left1_stem_2/mul_1"; +"426 NASNet/separable_conv_1_reduction_left1_stem_2/ReadVariableOp_1/resource" -> "427 NASNet/separable_conv_1_reduction_left1_stem_2/ReadVariableOp_1"; +"427 NASNet/separable_conv_1_reduction_left1_stem_2/ReadVariableOp_1" -> "428 NASNet/separable_conv_1_reduction_left1_stem_2/mul_1"; +"428 NASNet/separable_conv_1_reduction_left1_stem_2/mul_1" -> 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NASNet/separable_conv_1_bn_reduction_left1_stem_2/ReadVariableOp" -> "450 NASNet/separable_conv_1_bn_reduction_left1_stem_2/FusedBatchNormV3"; +"444 NASNet/separable_conv_1_bn_reduction_left1_stem_2/ReadVariableOp_1/resource" -> "445 NASNet/separable_conv_1_bn_reduction_left1_stem_2/ReadVariableOp_1"; +"445 NASNet/separable_conv_1_bn_reduction_left1_stem_2/ReadVariableOp_1" -> "450 NASNet/separable_conv_1_bn_reduction_left1_stem_2/FusedBatchNormV3"; +"446 NASNet/separable_conv_1_bn_reduction_left1_stem_2/FusedBatchNormV3/ReadVariableOp/resource" -> "447 NASNet/separable_conv_1_bn_reduction_left1_stem_2/FusedBatchNormV3/ReadVariableOp"; +"447 NASNet/separable_conv_1_bn_reduction_left1_stem_2/FusedBatchNormV3/ReadVariableOp" -> "450 NASNet/separable_conv_1_bn_reduction_left1_stem_2/FusedBatchNormV3"; +"448 NASNet/separable_conv_1_bn_reduction_left1_stem_2/FusedBatchNormV3/ReadVariableOp_1/resource" -> "449 NASNet/separable_conv_1_bn_reduction_left1_stem_2/FusedBatchNormV3/ReadVariableOp_1"; +"449 NASNet/separable_conv_1_bn_reduction_left1_stem_2/FusedBatchNormV3/ReadVariableOp_1" -> "450 NASNet/separable_conv_1_bn_reduction_left1_stem_2/FusedBatchNormV3"; +"450 NASNet/separable_conv_1_bn_reduction_left1_stem_2/FusedBatchNormV3" -> "452 NASNet/activation_13/Relu"; +"451 NASNet/activation_15/Relu" -> "469 NASNet/separable_conv_2_reduction_right1_stem_2/separable_conv2d/depthwise"; +"452 NASNet/activation_13/Relu" -> "487 NASNet/separable_conv_2_reduction_left1_stem_2/separable_conv2d/depthwise"; +"453 NASNet/separable_conv_2_reduction_right1_stem_2/Sigmoid/ReadVariableOp/resource" -> "454 NASNet/separable_conv_2_reduction_right1_stem_2/Sigmoid/ReadVariableOp"; +"454 NASNet/separable_conv_2_reduction_right1_stem_2/Sigmoid/ReadVariableOp" -> "455 NASNet/separable_conv_2_reduction_right1_stem_2/Sigmoid"; +"455 NASNet/separable_conv_2_reduction_right1_stem_2/Sigmoid" -> "456 NASNet/separable_conv_2_reduction_right1_stem_2/Round"; +"456 NASNet/separable_conv_2_reduction_right1_stem_2/Round" -> "459 NASNet/separable_conv_2_reduction_right1_stem_2/mul"; +"457 NASNet/separable_conv_2_reduction_right1_stem_2/ReadVariableOp/resource" -> "458 NASNet/separable_conv_2_reduction_right1_stem_2/ReadVariableOp"; +"458 NASNet/separable_conv_2_reduction_right1_stem_2/ReadVariableOp" -> "459 NASNet/separable_conv_2_reduction_right1_stem_2/mul"; +"459 NASNet/separable_conv_2_reduction_right1_stem_2/mul" -> "469 NASNet/separable_conv_2_reduction_right1_stem_2/separable_conv2d/depthwise"; +"460 NASNet/separable_conv_2_reduction_right1_stem_2/Sigmoid_1/ReadVariableOp/resource" -> "461 NASNet/separable_conv_2_reduction_right1_stem_2/Sigmoid_1/ReadVariableOp"; +"461 NASNet/separable_conv_2_reduction_right1_stem_2/Sigmoid_1/ReadVariableOp" -> "462 NASNet/separable_conv_2_reduction_right1_stem_2/Sigmoid_1"; +"462 NASNet/separable_conv_2_reduction_right1_stem_2/Sigmoid_1" -> "463 NASNet/separable_conv_2_reduction_right1_stem_2/Round_1"; +"463 NASNet/separable_conv_2_reduction_right1_stem_2/Round_1" -> "466 NASNet/separable_conv_2_reduction_right1_stem_2/mul_1"; +"464 NASNet/separable_conv_2_reduction_right1_stem_2/ReadVariableOp_1/resource" -> "465 NASNet/separable_conv_2_reduction_right1_stem_2/ReadVariableOp_1"; +"465 NASNet/separable_conv_2_reduction_right1_stem_2/ReadVariableOp_1" -> "466 NASNet/separable_conv_2_reduction_right1_stem_2/mul_1"; +"466 NASNet/separable_conv_2_reduction_right1_stem_2/mul_1" -> "470 NASNet/separable_conv_2_reduction_right1_stem_2/separable_conv2d"; +"469 NASNet/separable_conv_2_reduction_right1_stem_2/separable_conv2d/depthwise" -> "470 NASNet/separable_conv_2_reduction_right1_stem_2/separable_conv2d"; +"470 NASNet/separable_conv_2_reduction_right1_stem_2/separable_conv2d" -> "506 NASNet/separable_conv_2_bn_reduction_right1_stem_2/FusedBatchNormV3"; +"471 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NASNet/separable_conv_2_reduction_left1_stem_2/Sigmoid_1/ReadVariableOp/resource" -> "479 NASNet/separable_conv_2_reduction_left1_stem_2/Sigmoid_1/ReadVariableOp"; +"479 NASNet/separable_conv_2_reduction_left1_stem_2/Sigmoid_1/ReadVariableOp" -> "480 NASNet/separable_conv_2_reduction_left1_stem_2/Sigmoid_1"; +"480 NASNet/separable_conv_2_reduction_left1_stem_2/Sigmoid_1" -> "481 NASNet/separable_conv_2_reduction_left1_stem_2/Round_1"; +"481 NASNet/separable_conv_2_reduction_left1_stem_2/Round_1" -> "484 NASNet/separable_conv_2_reduction_left1_stem_2/mul_1"; +"482 NASNet/separable_conv_2_reduction_left1_stem_2/ReadVariableOp_1/resource" -> "483 NASNet/separable_conv_2_reduction_left1_stem_2/ReadVariableOp_1"; +"483 NASNet/separable_conv_2_reduction_left1_stem_2/ReadVariableOp_1" -> "484 NASNet/separable_conv_2_reduction_left1_stem_2/mul_1"; +"484 NASNet/separable_conv_2_reduction_left1_stem_2/mul_1" -> "488 NASNet/separable_conv_2_reduction_left1_stem_2/separable_conv2d"; +"487 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NASNet/separable_conv_2_bn_reduction_left1_stem_2/FusedBatchNormV3/ReadVariableOp/resource" -> "494 NASNet/separable_conv_2_bn_reduction_left1_stem_2/FusedBatchNormV3/ReadVariableOp"; +"494 NASNet/separable_conv_2_bn_reduction_left1_stem_2/FusedBatchNormV3/ReadVariableOp" -> "497 NASNet/separable_conv_2_bn_reduction_left1_stem_2/FusedBatchNormV3"; +"495 NASNet/separable_conv_2_bn_reduction_left1_stem_2/FusedBatchNormV3/ReadVariableOp_1/resource" -> "496 NASNet/separable_conv_2_bn_reduction_left1_stem_2/FusedBatchNormV3/ReadVariableOp_1"; +"496 NASNet/separable_conv_2_bn_reduction_left1_stem_2/FusedBatchNormV3/ReadVariableOp_1" -> "497 NASNet/separable_conv_2_bn_reduction_left1_stem_2/FusedBatchNormV3"; +"497 NASNet/separable_conv_2_bn_reduction_left1_stem_2/FusedBatchNormV3" -> "508 NASNet/reduction_add_1_stem_2/add"; +"498 NASNet/separable_conv_2_bn_reduction_right1_stem_2/ReadVariableOp/resource" -> "499 NASNet/separable_conv_2_bn_reduction_right1_stem_2/ReadVariableOp"; +"499 NASNet/separable_conv_2_bn_reduction_right1_stem_2/ReadVariableOp" -> "506 NASNet/separable_conv_2_bn_reduction_right1_stem_2/FusedBatchNormV3"; +"500 NASNet/separable_conv_2_bn_reduction_right1_stem_2/ReadVariableOp_1/resource" -> "501 NASNet/separable_conv_2_bn_reduction_right1_stem_2/ReadVariableOp_1"; +"501 NASNet/separable_conv_2_bn_reduction_right1_stem_2/ReadVariableOp_1" -> "506 NASNet/separable_conv_2_bn_reduction_right1_stem_2/FusedBatchNormV3"; +"502 NASNet/separable_conv_2_bn_reduction_right1_stem_2/FusedBatchNormV3/ReadVariableOp/resource" -> "503 NASNet/separable_conv_2_bn_reduction_right1_stem_2/FusedBatchNormV3/ReadVariableOp"; +"503 NASNet/separable_conv_2_bn_reduction_right1_stem_2/FusedBatchNormV3/ReadVariableOp" -> "506 NASNet/separable_conv_2_bn_reduction_right1_stem_2/FusedBatchNormV3"; +"504 NASNet/separable_conv_2_bn_reduction_right1_stem_2/FusedBatchNormV3/ReadVariableOp_1/resource" -> "505 NASNet/separable_conv_2_bn_reduction_right1_stem_2/FusedBatchNormV3/ReadVariableOp_1"; +"505 NASNet/separable_conv_2_bn_reduction_right1_stem_2/FusedBatchNormV3/ReadVariableOp_1" -> "506 NASNet/separable_conv_2_bn_reduction_right1_stem_2/FusedBatchNormV3"; +"506 NASNet/separable_conv_2_bn_reduction_right1_stem_2/FusedBatchNormV3" -> "508 NASNet/reduction_add_1_stem_2/add"; +"507 NASNet/activation_16/Relu" -> "511 NASNet/separable_conv_1_pad_reduction_right2_stem_2/Pad"; +"508 NASNet/reduction_add_1_stem_2/add" -> "512 NASNet/activation_20/Relu"; +"508 NASNet/reduction_add_1_stem_2/add" -> "679 NASNet/reduction_left4_stem_2/AvgPool"; +"509 NASNet/activation_18/Relu" -> "514 NASNet/separable_conv_1_pad_reduction_right3_stem_2/Pad"; +"510 NASNet/separable_conv_1_pad_reduction_right2_stem_2/Pad/paddings" -> "511 NASNet/separable_conv_1_pad_reduction_right2_stem_2/Pad"; +"511 NASNet/separable_conv_1_pad_reduction_right2_stem_2/Pad" -> "531 NASNet/separable_conv_1_reduction_right2_stem_2/separable_conv2d/depthwise"; +"512 NASNet/activation_20/Relu" -> "549 NASNet/separable_conv_1_reduction_left4_stem_2/separable_conv2d/depthwise"; +"513 NASNet/separable_conv_1_pad_reduction_right3_stem_2/Pad/paddings" -> "514 NASNet/separable_conv_1_pad_reduction_right3_stem_2/Pad"; +"514 NASNet/separable_conv_1_pad_reduction_right3_stem_2/Pad" -> "567 NASNet/separable_conv_1_reduction_right3_stem_2/separable_conv2d/depthwise"; +"515 NASNet/separable_conv_1_reduction_right2_stem_2/Sigmoid/ReadVariableOp/resource" -> "516 NASNet/separable_conv_1_reduction_right2_stem_2/Sigmoid/ReadVariableOp"; +"516 NASNet/separable_conv_1_reduction_right2_stem_2/Sigmoid/ReadVariableOp" -> "517 NASNet/separable_conv_1_reduction_right2_stem_2/Sigmoid"; +"517 NASNet/separable_conv_1_reduction_right2_stem_2/Sigmoid" -> "518 NASNet/separable_conv_1_reduction_right2_stem_2/Round"; +"518 NASNet/separable_conv_1_reduction_right2_stem_2/Round" -> "521 NASNet/separable_conv_1_reduction_right2_stem_2/mul"; +"519 NASNet/separable_conv_1_reduction_right2_stem_2/ReadVariableOp/resource" -> "520 NASNet/separable_conv_1_reduction_right2_stem_2/ReadVariableOp"; +"520 NASNet/separable_conv_1_reduction_right2_stem_2/ReadVariableOp" -> "521 NASNet/separable_conv_1_reduction_right2_stem_2/mul"; +"521 NASNet/separable_conv_1_reduction_right2_stem_2/mul" -> "531 NASNet/separable_conv_1_reduction_right2_stem_2/separable_conv2d/depthwise"; +"522 NASNet/separable_conv_1_reduction_right2_stem_2/Sigmoid_1/ReadVariableOp/resource" -> "523 NASNet/separable_conv_1_reduction_right2_stem_2/Sigmoid_1/ReadVariableOp"; +"523 NASNet/separable_conv_1_reduction_right2_stem_2/Sigmoid_1/ReadVariableOp" -> "524 NASNet/separable_conv_1_reduction_right2_stem_2/Sigmoid_1"; +"524 NASNet/separable_conv_1_reduction_right2_stem_2/Sigmoid_1" -> "525 NASNet/separable_conv_1_reduction_right2_stem_2/Round_1"; +"525 NASNet/separable_conv_1_reduction_right2_stem_2/Round_1" -> 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NASNet/separable_conv_1_reduction_right3_stem_2/mul" -> "567 NASNet/separable_conv_1_reduction_right3_stem_2/separable_conv2d/depthwise"; +"558 NASNet/separable_conv_1_reduction_right3_stem_2/Sigmoid_1/ReadVariableOp/resource" -> "559 NASNet/separable_conv_1_reduction_right3_stem_2/Sigmoid_1/ReadVariableOp"; +"559 NASNet/separable_conv_1_reduction_right3_stem_2/Sigmoid_1/ReadVariableOp" -> "560 NASNet/separable_conv_1_reduction_right3_stem_2/Sigmoid_1"; +"560 NASNet/separable_conv_1_reduction_right3_stem_2/Sigmoid_1" -> "561 NASNet/separable_conv_1_reduction_right3_stem_2/Round_1"; +"561 NASNet/separable_conv_1_reduction_right3_stem_2/Round_1" -> "564 NASNet/separable_conv_1_reduction_right3_stem_2/mul_1"; +"562 NASNet/separable_conv_1_reduction_right3_stem_2/ReadVariableOp_1/resource" -> "563 NASNet/separable_conv_1_reduction_right3_stem_2/ReadVariableOp_1"; +"563 NASNet/separable_conv_1_reduction_right3_stem_2/ReadVariableOp_1" -> "564 NASNet/separable_conv_1_reduction_right3_stem_2/mul_1"; +"564 NASNet/separable_conv_1_reduction_right3_stem_2/mul_1" -> "568 NASNet/separable_conv_1_reduction_right3_stem_2/separable_conv2d"; +"567 NASNet/separable_conv_1_reduction_right3_stem_2/separable_conv2d/depthwise" -> "568 NASNet/separable_conv_1_reduction_right3_stem_2/separable_conv2d"; +"568 NASNet/separable_conv_1_reduction_right3_stem_2/separable_conv2d" -> "595 NASNet/separable_conv_1_bn_reduction_right3_stem_2/FusedBatchNormV3"; +"569 NASNet/separable_conv_1_bn_reduction_right2_stem_2/ReadVariableOp/resource" -> "570 NASNet/separable_conv_1_bn_reduction_right2_stem_2/ReadVariableOp"; +"570 NASNet/separable_conv_1_bn_reduction_right2_stem_2/ReadVariableOp" -> "577 NASNet/separable_conv_1_bn_reduction_right2_stem_2/FusedBatchNormV3"; +"571 NASNet/separable_conv_1_bn_reduction_right2_stem_2/ReadVariableOp_1/resource" -> "572 NASNet/separable_conv_1_bn_reduction_right2_stem_2/ReadVariableOp_1"; +"572 NASNet/separable_conv_1_bn_reduction_right2_stem_2/ReadVariableOp_1" -> "577 NASNet/separable_conv_1_bn_reduction_right2_stem_2/FusedBatchNormV3"; +"573 NASNet/separable_conv_1_bn_reduction_right2_stem_2/FusedBatchNormV3/ReadVariableOp/resource" -> "574 NASNet/separable_conv_1_bn_reduction_right2_stem_2/FusedBatchNormV3/ReadVariableOp"; +"574 NASNet/separable_conv_1_bn_reduction_right2_stem_2/FusedBatchNormV3/ReadVariableOp" -> "577 NASNet/separable_conv_1_bn_reduction_right2_stem_2/FusedBatchNormV3"; +"575 NASNet/separable_conv_1_bn_reduction_right2_stem_2/FusedBatchNormV3/ReadVariableOp_1/resource" -> "576 NASNet/separable_conv_1_bn_reduction_right2_stem_2/FusedBatchNormV3/ReadVariableOp_1"; +"576 NASNet/separable_conv_1_bn_reduction_right2_stem_2/FusedBatchNormV3/ReadVariableOp_1" -> "577 NASNet/separable_conv_1_bn_reduction_right2_stem_2/FusedBatchNormV3"; +"577 NASNet/separable_conv_1_bn_reduction_right2_stem_2/FusedBatchNormV3" -> "596 NASNet/activation_17/Relu"; +"578 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NASNet/separable_conv_1_bn_reduction_left4_stem_2/FusedBatchNormV3/ReadVariableOp_1/resource" -> "585 NASNet/separable_conv_1_bn_reduction_left4_stem_2/FusedBatchNormV3/ReadVariableOp_1"; +"585 NASNet/separable_conv_1_bn_reduction_left4_stem_2/FusedBatchNormV3/ReadVariableOp_1" -> "586 NASNet/separable_conv_1_bn_reduction_left4_stem_2/FusedBatchNormV3"; +"586 NASNet/separable_conv_1_bn_reduction_left4_stem_2/FusedBatchNormV3" -> "599 NASNet/activation_21/Relu"; +"587 NASNet/separable_conv_1_bn_reduction_right3_stem_2/ReadVariableOp/resource" -> "588 NASNet/separable_conv_1_bn_reduction_right3_stem_2/ReadVariableOp"; +"588 NASNet/separable_conv_1_bn_reduction_right3_stem_2/ReadVariableOp" -> "595 NASNet/separable_conv_1_bn_reduction_right3_stem_2/FusedBatchNormV3"; +"589 NASNet/separable_conv_1_bn_reduction_right3_stem_2/ReadVariableOp_1/resource" -> "590 NASNet/separable_conv_1_bn_reduction_right3_stem_2/ReadVariableOp_1"; +"590 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NASNet/activation_17/Relu" -> "617 NASNet/separable_conv_2_reduction_right2_stem_2/separable_conv2d/depthwise"; +"597 NASNet/reduction_pad_1_stem_2/Pad/paddings" -> "598 NASNet/reduction_pad_1_stem_2/Pad"; +"598 NASNet/reduction_pad_1_stem_2/Pad" -> "656 NASNet/reduction_left2_stem_2/MaxPool"; +"598 NASNet/reduction_pad_1_stem_2/Pad" -> "678 NASNet/reduction_right5_stem_2/MaxPool"; +"598 NASNet/reduction_pad_1_stem_2/Pad" -> "680 NASNet/reduction_left3_stem_2/AvgPool"; +"599 NASNet/activation_21/Relu" -> "636 NASNet/separable_conv_2_reduction_left4_stem_2/separable_conv2d/depthwise"; +"600 NASNet/activation_19/Relu" -> "654 NASNet/separable_conv_2_reduction_right3_stem_2/separable_conv2d/depthwise"; +"601 NASNet/separable_conv_2_reduction_right2_stem_2/Sigmoid/ReadVariableOp/resource" -> "602 NASNet/separable_conv_2_reduction_right2_stem_2/Sigmoid/ReadVariableOp"; +"602 NASNet/separable_conv_2_reduction_right2_stem_2/Sigmoid/ReadVariableOp" -> "603 NASNet/separable_conv_2_reduction_right2_stem_2/Sigmoid"; +"603 NASNet/separable_conv_2_reduction_right2_stem_2/Sigmoid" -> "604 NASNet/separable_conv_2_reduction_right2_stem_2/Round"; +"604 NASNet/separable_conv_2_reduction_right2_stem_2/Round" -> "607 NASNet/separable_conv_2_reduction_right2_stem_2/mul"; +"605 NASNet/separable_conv_2_reduction_right2_stem_2/ReadVariableOp/resource" -> "606 NASNet/separable_conv_2_reduction_right2_stem_2/ReadVariableOp"; +"606 NASNet/separable_conv_2_reduction_right2_stem_2/ReadVariableOp" -> "607 NASNet/separable_conv_2_reduction_right2_stem_2/mul"; +"607 NASNet/separable_conv_2_reduction_right2_stem_2/mul" -> "617 NASNet/separable_conv_2_reduction_right2_stem_2/separable_conv2d/depthwise"; +"608 NASNet/separable_conv_2_reduction_right2_stem_2/Sigmoid_1/ReadVariableOp/resource" -> "609 NASNet/separable_conv_2_reduction_right2_stem_2/Sigmoid_1/ReadVariableOp"; +"609 NASNet/separable_conv_2_reduction_right2_stem_2/Sigmoid_1/ReadVariableOp" -> "610 NASNet/separable_conv_2_reduction_right2_stem_2/Sigmoid_1"; +"610 NASNet/separable_conv_2_reduction_right2_stem_2/Sigmoid_1" -> "611 NASNet/separable_conv_2_reduction_right2_stem_2/Round_1"; +"611 NASNet/separable_conv_2_reduction_right2_stem_2/Round_1" -> "614 NASNet/separable_conv_2_reduction_right2_stem_2/mul_1"; +"612 NASNet/separable_conv_2_reduction_right2_stem_2/ReadVariableOp_1/resource" -> "613 NASNet/separable_conv_2_reduction_right2_stem_2/ReadVariableOp_1"; +"613 NASNet/separable_conv_2_reduction_right2_stem_2/ReadVariableOp_1" -> "614 NASNet/separable_conv_2_reduction_right2_stem_2/mul_1"; +"614 NASNet/separable_conv_2_reduction_right2_stem_2/mul_1" -> "618 NASNet/separable_conv_2_reduction_right2_stem_2/separable_conv2d"; +"617 NASNet/separable_conv_2_reduction_right2_stem_2/separable_conv2d/depthwise" -> "618 NASNet/separable_conv_2_reduction_right2_stem_2/separable_conv2d"; +"618 NASNet/separable_conv_2_reduction_right2_stem_2/separable_conv2d" -> "665 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NASNet/separable_conv_2_bn_reduction_right2_stem_2/ReadVariableOp"; +"658 NASNet/separable_conv_2_bn_reduction_right2_stem_2/ReadVariableOp" -> "665 NASNet/separable_conv_2_bn_reduction_right2_stem_2/FusedBatchNormV3"; +"659 NASNet/separable_conv_2_bn_reduction_right2_stem_2/ReadVariableOp_1/resource" -> "660 NASNet/separable_conv_2_bn_reduction_right2_stem_2/ReadVariableOp_1"; +"660 NASNet/separable_conv_2_bn_reduction_right2_stem_2/ReadVariableOp_1" -> "665 NASNet/separable_conv_2_bn_reduction_right2_stem_2/FusedBatchNormV3"; +"661 NASNet/separable_conv_2_bn_reduction_right2_stem_2/FusedBatchNormV3/ReadVariableOp/resource" -> "662 NASNet/separable_conv_2_bn_reduction_right2_stem_2/FusedBatchNormV3/ReadVariableOp"; +"662 NASNet/separable_conv_2_bn_reduction_right2_stem_2/FusedBatchNormV3/ReadVariableOp" -> "665 NASNet/separable_conv_2_bn_reduction_right2_stem_2/FusedBatchNormV3"; +"663 NASNet/separable_conv_2_bn_reduction_right2_stem_2/FusedBatchNormV3/ReadVariableOp_1/resource" -> 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NASNet/separable_conv_1_normal_right1_0/Round_1"; +"815 NASNet/separable_conv_1_normal_right1_0/Round_1" -> "818 NASNet/separable_conv_1_normal_right1_0/mul_1"; +"816 NASNet/separable_conv_1_normal_right1_0/ReadVariableOp_1/resource" -> "817 NASNet/separable_conv_1_normal_right1_0/ReadVariableOp_1"; +"817 NASNet/separable_conv_1_normal_right1_0/ReadVariableOp_1" -> "818 NASNet/separable_conv_1_normal_right1_0/mul_1"; +"818 NASNet/separable_conv_1_normal_right1_0/mul_1" -> "822 NASNet/separable_conv_1_normal_right1_0/separable_conv2d"; +"821 NASNet/separable_conv_1_normal_right1_0/separable_conv2d/depthwise" -> "822 NASNet/separable_conv_1_normal_right1_0/separable_conv2d"; +"822 NASNet/separable_conv_1_normal_right1_0/separable_conv2d" -> "876 NASNet/separable_conv_1_bn_normal_right1_0/FusedBatchNormV3"; +"823 NASNet/separable_conv_1_normal_left1_0/Sigmoid/ReadVariableOp/resource" -> "824 NASNet/separable_conv_1_normal_left1_0/Sigmoid/ReadVariableOp"; +"824 NASNet/separable_conv_1_normal_left1_0/Sigmoid/ReadVariableOp" -> "825 NASNet/separable_conv_1_normal_left1_0/Sigmoid"; +"825 NASNet/separable_conv_1_normal_left1_0/Sigmoid" -> "826 NASNet/separable_conv_1_normal_left1_0/Round"; +"826 NASNet/separable_conv_1_normal_left1_0/Round" -> "829 NASNet/separable_conv_1_normal_left1_0/mul"; +"827 NASNet/separable_conv_1_normal_left1_0/ReadVariableOp/resource" -> "828 NASNet/separable_conv_1_normal_left1_0/ReadVariableOp"; +"828 NASNet/separable_conv_1_normal_left1_0/ReadVariableOp" -> "829 NASNet/separable_conv_1_normal_left1_0/mul"; +"829 NASNet/separable_conv_1_normal_left1_0/mul" -> "839 NASNet/separable_conv_1_normal_left1_0/separable_conv2d/depthwise"; +"830 NASNet/separable_conv_1_normal_left1_0/Sigmoid_1/ReadVariableOp/resource" -> "831 NASNet/separable_conv_1_normal_left1_0/Sigmoid_1/ReadVariableOp"; +"831 NASNet/separable_conv_1_normal_left1_0/Sigmoid_1/ReadVariableOp" -> "832 NASNet/separable_conv_1_normal_left1_0/Sigmoid_1"; +"832 NASNet/separable_conv_1_normal_left1_0/Sigmoid_1" -> "833 NASNet/separable_conv_1_normal_left1_0/Round_1"; +"833 NASNet/separable_conv_1_normal_left1_0/Round_1" -> "836 NASNet/separable_conv_1_normal_left1_0/mul_1"; +"834 NASNet/separable_conv_1_normal_left1_0/ReadVariableOp_1/resource" -> "835 NASNet/separable_conv_1_normal_left1_0/ReadVariableOp_1"; +"835 NASNet/separable_conv_1_normal_left1_0/ReadVariableOp_1" -> "836 NASNet/separable_conv_1_normal_left1_0/mul_1"; +"836 NASNet/separable_conv_1_normal_left1_0/mul_1" -> "840 NASNet/separable_conv_1_normal_left1_0/separable_conv2d"; +"839 NASNet/separable_conv_1_normal_left1_0/separable_conv2d/depthwise" -> "840 NASNet/separable_conv_1_normal_left1_0/separable_conv2d"; +"840 NASNet/separable_conv_1_normal_left1_0/separable_conv2d" -> "885 NASNet/separable_conv_1_bn_normal_left1_0/FusedBatchNormV3"; +"841 NASNet/separable_conv_1_bn_normal_left5_0/ReadVariableOp/resource" -> "842 NASNet/separable_conv_1_bn_normal_left5_0/ReadVariableOp"; +"842 NASNet/separable_conv_1_bn_normal_left5_0/ReadVariableOp" -> "849 NASNet/separable_conv_1_bn_normal_left5_0/FusedBatchNormV3"; +"843 NASNet/separable_conv_1_bn_normal_left5_0/ReadVariableOp_1/resource" -> "844 NASNet/separable_conv_1_bn_normal_left5_0/ReadVariableOp_1"; +"844 NASNet/separable_conv_1_bn_normal_left5_0/ReadVariableOp_1" -> "849 NASNet/separable_conv_1_bn_normal_left5_0/FusedBatchNormV3"; +"845 NASNet/separable_conv_1_bn_normal_left5_0/FusedBatchNormV3/ReadVariableOp/resource" -> "846 NASNet/separable_conv_1_bn_normal_left5_0/FusedBatchNormV3/ReadVariableOp"; +"846 NASNet/separable_conv_1_bn_normal_left5_0/FusedBatchNormV3/ReadVariableOp" -> "849 NASNet/separable_conv_1_bn_normal_left5_0/FusedBatchNormV3"; +"847 NASNet/separable_conv_1_bn_normal_left5_0/FusedBatchNormV3/ReadVariableOp_1/resource" -> "848 NASNet/separable_conv_1_bn_normal_left5_0/FusedBatchNormV3/ReadVariableOp_1"; +"848 NASNet/separable_conv_1_bn_normal_left5_0/FusedBatchNormV3/ReadVariableOp_1" -> "849 NASNet/separable_conv_1_bn_normal_left5_0/FusedBatchNormV3"; +"849 NASNet/separable_conv_1_bn_normal_left5_0/FusedBatchNormV3" -> "886 NASNet/activation_32/Relu"; +"850 NASNet/separable_conv_1_bn_normal_right2_0/ReadVariableOp/resource" -> "851 NASNet/separable_conv_1_bn_normal_right2_0/ReadVariableOp"; +"851 NASNet/separable_conv_1_bn_normal_right2_0/ReadVariableOp" -> "858 NASNet/separable_conv_1_bn_normal_right2_0/FusedBatchNormV3"; +"852 NASNet/separable_conv_1_bn_normal_right2_0/ReadVariableOp_1/resource" -> "853 NASNet/separable_conv_1_bn_normal_right2_0/ReadVariableOp_1"; +"853 NASNet/separable_conv_1_bn_normal_right2_0/ReadVariableOp_1" -> "858 NASNet/separable_conv_1_bn_normal_right2_0/FusedBatchNormV3"; +"854 NASNet/separable_conv_1_bn_normal_right2_0/FusedBatchNormV3/ReadVariableOp/resource" -> "855 NASNet/separable_conv_1_bn_normal_right2_0/FusedBatchNormV3/ReadVariableOp"; +"855 NASNet/separable_conv_1_bn_normal_right2_0/FusedBatchNormV3/ReadVariableOp" -> "858 NASNet/separable_conv_1_bn_normal_right2_0/FusedBatchNormV3"; +"856 NASNet/separable_conv_1_bn_normal_right2_0/FusedBatchNormV3/ReadVariableOp_1/resource" -> "857 NASNet/separable_conv_1_bn_normal_right2_0/FusedBatchNormV3/ReadVariableOp_1"; +"857 NASNet/separable_conv_1_bn_normal_right2_0/FusedBatchNormV3/ReadVariableOp_1" -> "858 NASNet/separable_conv_1_bn_normal_right2_0/FusedBatchNormV3"; +"858 NASNet/separable_conv_1_bn_normal_right2_0/FusedBatchNormV3" -> "887 NASNet/activation_30/Relu"; +"859 NASNet/separable_conv_1_bn_normal_left2_0/ReadVariableOp/resource" -> "860 NASNet/separable_conv_1_bn_normal_left2_0/ReadVariableOp"; +"860 NASNet/separable_conv_1_bn_normal_left2_0/ReadVariableOp" -> "867 NASNet/separable_conv_1_bn_normal_left2_0/FusedBatchNormV3"; +"861 NASNet/separable_conv_1_bn_normal_left2_0/ReadVariableOp_1/resource" -> "862 NASNet/separable_conv_1_bn_normal_left2_0/ReadVariableOp_1"; +"862 NASNet/separable_conv_1_bn_normal_left2_0/ReadVariableOp_1" -> "867 NASNet/separable_conv_1_bn_normal_left2_0/FusedBatchNormV3"; +"863 NASNet/separable_conv_1_bn_normal_left2_0/FusedBatchNormV3/ReadVariableOp/resource" -> "864 NASNet/separable_conv_1_bn_normal_left2_0/FusedBatchNormV3/ReadVariableOp"; +"864 NASNet/separable_conv_1_bn_normal_left2_0/FusedBatchNormV3/ReadVariableOp" -> "867 NASNet/separable_conv_1_bn_normal_left2_0/FusedBatchNormV3"; +"865 NASNet/separable_conv_1_bn_normal_left2_0/FusedBatchNormV3/ReadVariableOp_1/resource" -> "866 NASNet/separable_conv_1_bn_normal_left2_0/FusedBatchNormV3/ReadVariableOp_1"; +"866 NASNet/separable_conv_1_bn_normal_left2_0/FusedBatchNormV3/ReadVariableOp_1" -> "867 NASNet/separable_conv_1_bn_normal_left2_0/FusedBatchNormV3"; +"867 NASNet/separable_conv_1_bn_normal_left2_0/FusedBatchNormV3" -> "888 NASNet/activation_28/Relu"; +"868 NASNet/separable_conv_1_bn_normal_right1_0/ReadVariableOp/resource" -> "869 NASNet/separable_conv_1_bn_normal_right1_0/ReadVariableOp"; +"869 NASNet/separable_conv_1_bn_normal_right1_0/ReadVariableOp" -> "876 NASNet/separable_conv_1_bn_normal_right1_0/FusedBatchNormV3"; +"870 NASNet/separable_conv_1_bn_normal_right1_0/ReadVariableOp_1/resource" -> "871 NASNet/separable_conv_1_bn_normal_right1_0/ReadVariableOp_1"; +"871 NASNet/separable_conv_1_bn_normal_right1_0/ReadVariableOp_1" -> "876 NASNet/separable_conv_1_bn_normal_right1_0/FusedBatchNormV3"; +"872 NASNet/separable_conv_1_bn_normal_right1_0/FusedBatchNormV3/ReadVariableOp/resource" -> "873 NASNet/separable_conv_1_bn_normal_right1_0/FusedBatchNormV3/ReadVariableOp"; +"873 NASNet/separable_conv_1_bn_normal_right1_0/FusedBatchNormV3/ReadVariableOp" -> "876 NASNet/separable_conv_1_bn_normal_right1_0/FusedBatchNormV3"; +"874 NASNet/separable_conv_1_bn_normal_right1_0/FusedBatchNormV3/ReadVariableOp_1/resource" -> "875 NASNet/separable_conv_1_bn_normal_right1_0/FusedBatchNormV3/ReadVariableOp_1"; +"875 NASNet/separable_conv_1_bn_normal_right1_0/FusedBatchNormV3/ReadVariableOp_1" -> "876 NASNet/separable_conv_1_bn_normal_right1_0/FusedBatchNormV3"; +"876 NASNet/separable_conv_1_bn_normal_right1_0/FusedBatchNormV3" -> "889 NASNet/activation_26/Relu"; +"877 NASNet/separable_conv_1_bn_normal_left1_0/ReadVariableOp/resource" -> "878 NASNet/separable_conv_1_bn_normal_left1_0/ReadVariableOp"; +"878 NASNet/separable_conv_1_bn_normal_left1_0/ReadVariableOp" -> "885 NASNet/separable_conv_1_bn_normal_left1_0/FusedBatchNormV3"; +"879 NASNet/separable_conv_1_bn_normal_left1_0/ReadVariableOp_1/resource" -> "880 NASNet/separable_conv_1_bn_normal_left1_0/ReadVariableOp_1"; +"880 NASNet/separable_conv_1_bn_normal_left1_0/ReadVariableOp_1" -> "885 NASNet/separable_conv_1_bn_normal_left1_0/FusedBatchNormV3"; +"881 NASNet/separable_conv_1_bn_normal_left1_0/FusedBatchNormV3/ReadVariableOp/resource" -> "882 NASNet/separable_conv_1_bn_normal_left1_0/FusedBatchNormV3/ReadVariableOp"; +"882 NASNet/separable_conv_1_bn_normal_left1_0/FusedBatchNormV3/ReadVariableOp" -> "885 NASNet/separable_conv_1_bn_normal_left1_0/FusedBatchNormV3"; +"883 NASNet/separable_conv_1_bn_normal_left1_0/FusedBatchNormV3/ReadVariableOp_1/resource" -> "884 NASNet/separable_conv_1_bn_normal_left1_0/FusedBatchNormV3/ReadVariableOp_1"; +"884 NASNet/separable_conv_1_bn_normal_left1_0/FusedBatchNormV3/ReadVariableOp_1" -> "885 NASNet/separable_conv_1_bn_normal_left1_0/FusedBatchNormV3"; +"885 NASNet/separable_conv_1_bn_normal_left1_0/FusedBatchNormV3" -> "890 NASNet/activation_24/Relu"; +"886 NASNet/activation_32/Relu" -> "907 NASNet/separable_conv_2_normal_left5_0/separable_conv2d/depthwise"; +"887 NASNet/activation_30/Relu" -> "925 NASNet/separable_conv_2_normal_right2_0/separable_conv2d/depthwise"; +"888 NASNet/activation_28/Relu" -> "943 NASNet/separable_conv_2_normal_left2_0/separable_conv2d/depthwise"; +"889 NASNet/activation_26/Relu" -> "961 NASNet/separable_conv_2_normal_right1_0/separable_conv2d/depthwise"; +"890 NASNet/activation_24/Relu" -> "979 NASNet/separable_conv_2_normal_left1_0/separable_conv2d/depthwise"; +"891 NASNet/separable_conv_2_normal_left5_0/Sigmoid/ReadVariableOp/resource" -> "892 NASNet/separable_conv_2_normal_left5_0/Sigmoid/ReadVariableOp"; +"892 NASNet/separable_conv_2_normal_left5_0/Sigmoid/ReadVariableOp" -> "893 NASNet/separable_conv_2_normal_left5_0/Sigmoid"; +"893 NASNet/separable_conv_2_normal_left5_0/Sigmoid" -> "894 NASNet/separable_conv_2_normal_left5_0/Round"; +"894 NASNet/separable_conv_2_normal_left5_0/Round" -> "897 NASNet/separable_conv_2_normal_left5_0/mul"; +"895 NASNet/separable_conv_2_normal_left5_0/ReadVariableOp/resource" -> "896 NASNet/separable_conv_2_normal_left5_0/ReadVariableOp"; +"896 NASNet/separable_conv_2_normal_left5_0/ReadVariableOp" -> "897 NASNet/separable_conv_2_normal_left5_0/mul"; +"897 NASNet/separable_conv_2_normal_left5_0/mul" -> "907 NASNet/separable_conv_2_normal_left5_0/separable_conv2d/depthwise"; +"898 NASNet/separable_conv_2_normal_left5_0/Sigmoid_1/ReadVariableOp/resource" -> "899 NASNet/separable_conv_2_normal_left5_0/Sigmoid_1/ReadVariableOp"; +"899 NASNet/separable_conv_2_normal_left5_0/Sigmoid_1/ReadVariableOp" -> "900 NASNet/separable_conv_2_normal_left5_0/Sigmoid_1"; +"900 NASNet/separable_conv_2_normal_left5_0/Sigmoid_1" -> "901 NASNet/separable_conv_2_normal_left5_0/Round_1"; +"901 NASNet/separable_conv_2_normal_left5_0/Round_1" -> "904 NASNet/separable_conv_2_normal_left5_0/mul_1"; +"902 NASNet/separable_conv_2_normal_left5_0/ReadVariableOp_1/resource" -> "903 NASNet/separable_conv_2_normal_left5_0/ReadVariableOp_1"; +"903 NASNet/separable_conv_2_normal_left5_0/ReadVariableOp_1" -> "904 NASNet/separable_conv_2_normal_left5_0/mul_1"; +"904 NASNet/separable_conv_2_normal_left5_0/mul_1" -> "908 NASNet/separable_conv_2_normal_left5_0/separable_conv2d"; +"907 NASNet/separable_conv_2_normal_left5_0/separable_conv2d/depthwise" -> "908 NASNet/separable_conv_2_normal_left5_0/separable_conv2d"; +"908 NASNet/separable_conv_2_normal_left5_0/separable_conv2d" -> "989 NASNet/separable_conv_2_bn_normal_left5_0/FusedBatchNormV3"; +"909 NASNet/separable_conv_2_normal_right2_0/Sigmoid/ReadVariableOp/resource" -> "910 NASNet/separable_conv_2_normal_right2_0/Sigmoid/ReadVariableOp"; +"910 NASNet/separable_conv_2_normal_right2_0/Sigmoid/ReadVariableOp" -> "911 NASNet/separable_conv_2_normal_right2_0/Sigmoid"; +"911 NASNet/separable_conv_2_normal_right2_0/Sigmoid" -> "912 NASNet/separable_conv_2_normal_right2_0/Round"; +"912 NASNet/separable_conv_2_normal_right2_0/Round" -> "915 NASNet/separable_conv_2_normal_right2_0/mul"; +"913 NASNet/separable_conv_2_normal_right2_0/ReadVariableOp/resource" -> "914 NASNet/separable_conv_2_normal_right2_0/ReadVariableOp"; +"914 NASNet/separable_conv_2_normal_right2_0/ReadVariableOp" -> "915 NASNet/separable_conv_2_normal_right2_0/mul"; +"915 NASNet/separable_conv_2_normal_right2_0/mul" -> "925 NASNet/separable_conv_2_normal_right2_0/separable_conv2d/depthwise"; +"916 NASNet/separable_conv_2_normal_right2_0/Sigmoid_1/ReadVariableOp/resource" -> "917 NASNet/separable_conv_2_normal_right2_0/Sigmoid_1/ReadVariableOp"; +"917 NASNet/separable_conv_2_normal_right2_0/Sigmoid_1/ReadVariableOp" -> "918 NASNet/separable_conv_2_normal_right2_0/Sigmoid_1"; +"918 NASNet/separable_conv_2_normal_right2_0/Sigmoid_1" -> "919 NASNet/separable_conv_2_normal_right2_0/Round_1"; +"919 NASNet/separable_conv_2_normal_right2_0/Round_1" -> "922 NASNet/separable_conv_2_normal_right2_0/mul_1"; +"920 NASNet/separable_conv_2_normal_right2_0/ReadVariableOp_1/resource" -> "921 NASNet/separable_conv_2_normal_right2_0/ReadVariableOp_1"; +"921 NASNet/separable_conv_2_normal_right2_0/ReadVariableOp_1" -> "922 NASNet/separable_conv_2_normal_right2_0/mul_1"; +"922 NASNet/separable_conv_2_normal_right2_0/mul_1" -> "926 NASNet/separable_conv_2_normal_right2_0/separable_conv2d"; +"925 NASNet/separable_conv_2_normal_right2_0/separable_conv2d/depthwise" -> "926 NASNet/separable_conv_2_normal_right2_0/separable_conv2d"; +"926 NASNet/separable_conv_2_normal_right2_0/separable_conv2d" -> "1010 NASNet/separable_conv_2_bn_normal_right2_0/FusedBatchNormV3"; +"927 NASNet/separable_conv_2_normal_left2_0/Sigmoid/ReadVariableOp/resource" -> "928 NASNet/separable_conv_2_normal_left2_0/Sigmoid/ReadVariableOp"; +"928 NASNet/separable_conv_2_normal_left2_0/Sigmoid/ReadVariableOp" -> "929 NASNet/separable_conv_2_normal_left2_0/Sigmoid"; +"929 NASNet/separable_conv_2_normal_left2_0/Sigmoid" -> "930 NASNet/separable_conv_2_normal_left2_0/Round"; +"930 NASNet/separable_conv_2_normal_left2_0/Round" -> "933 NASNet/separable_conv_2_normal_left2_0/mul"; +"931 NASNet/separable_conv_2_normal_left2_0/ReadVariableOp/resource" -> "932 NASNet/separable_conv_2_normal_left2_0/ReadVariableOp"; +"932 NASNet/separable_conv_2_normal_left2_0/ReadVariableOp" -> "933 NASNet/separable_conv_2_normal_left2_0/mul"; +"933 NASNet/separable_conv_2_normal_left2_0/mul" -> "943 NASNet/separable_conv_2_normal_left2_0/separable_conv2d/depthwise"; +"934 NASNet/separable_conv_2_normal_left2_0/Sigmoid_1/ReadVariableOp/resource" -> "935 NASNet/separable_conv_2_normal_left2_0/Sigmoid_1/ReadVariableOp"; +"935 NASNet/separable_conv_2_normal_left2_0/Sigmoid_1/ReadVariableOp" -> "936 NASNet/separable_conv_2_normal_left2_0/Sigmoid_1"; +"936 NASNet/separable_conv_2_normal_left2_0/Sigmoid_1" -> "937 NASNet/separable_conv_2_normal_left2_0/Round_1"; +"937 NASNet/separable_conv_2_normal_left2_0/Round_1" -> "940 NASNet/separable_conv_2_normal_left2_0/mul_1"; +"938 NASNet/separable_conv_2_normal_left2_0/ReadVariableOp_1/resource" -> "939 NASNet/separable_conv_2_normal_left2_0/ReadVariableOp_1"; +"939 NASNet/separable_conv_2_normal_left2_0/ReadVariableOp_1" -> "940 NASNet/separable_conv_2_normal_left2_0/mul_1"; +"940 NASNet/separable_conv_2_normal_left2_0/mul_1" -> "944 NASNet/separable_conv_2_normal_left2_0/separable_conv2d"; +"943 NASNet/separable_conv_2_normal_left2_0/separable_conv2d/depthwise" -> "944 NASNet/separable_conv_2_normal_left2_0/separable_conv2d"; +"944 NASNet/separable_conv_2_normal_left2_0/separable_conv2d" -> "1001 NASNet/separable_conv_2_bn_normal_left2_0/FusedBatchNormV3"; +"945 NASNet/separable_conv_2_normal_right1_0/Sigmoid/ReadVariableOp/resource" -> "946 NASNet/separable_conv_2_normal_right1_0/Sigmoid/ReadVariableOp"; +"946 NASNet/separable_conv_2_normal_right1_0/Sigmoid/ReadVariableOp" -> "947 NASNet/separable_conv_2_normal_right1_0/Sigmoid"; +"947 NASNet/separable_conv_2_normal_right1_0/Sigmoid" -> "948 NASNet/separable_conv_2_normal_right1_0/Round"; +"948 NASNet/separable_conv_2_normal_right1_0/Round" -> "951 NASNet/separable_conv_2_normal_right1_0/mul"; +"949 NASNet/separable_conv_2_normal_right1_0/ReadVariableOp/resource" -> "950 NASNet/separable_conv_2_normal_right1_0/ReadVariableOp"; +"950 NASNet/separable_conv_2_normal_right1_0/ReadVariableOp" -> "951 NASNet/separable_conv_2_normal_right1_0/mul"; +"951 NASNet/separable_conv_2_normal_right1_0/mul" -> "961 NASNet/separable_conv_2_normal_right1_0/separable_conv2d/depthwise"; +"952 NASNet/separable_conv_2_normal_right1_0/Sigmoid_1/ReadVariableOp/resource" -> "953 NASNet/separable_conv_2_normal_right1_0/Sigmoid_1/ReadVariableOp"; +"953 NASNet/separable_conv_2_normal_right1_0/Sigmoid_1/ReadVariableOp" -> "954 NASNet/separable_conv_2_normal_right1_0/Sigmoid_1"; +"954 NASNet/separable_conv_2_normal_right1_0/Sigmoid_1" -> "955 NASNet/separable_conv_2_normal_right1_0/Round_1"; +"955 NASNet/separable_conv_2_normal_right1_0/Round_1" -> "958 NASNet/separable_conv_2_normal_right1_0/mul_1"; +"956 NASNet/separable_conv_2_normal_right1_0/ReadVariableOp_1/resource" -> "957 NASNet/separable_conv_2_normal_right1_0/ReadVariableOp_1"; +"957 NASNet/separable_conv_2_normal_right1_0/ReadVariableOp_1" -> "958 NASNet/separable_conv_2_normal_right1_0/mul_1"; +"958 NASNet/separable_conv_2_normal_right1_0/mul_1" -> "962 NASNet/separable_conv_2_normal_right1_0/separable_conv2d"; +"961 NASNet/separable_conv_2_normal_right1_0/separable_conv2d/depthwise" -> "962 NASNet/separable_conv_2_normal_right1_0/separable_conv2d"; +"962 NASNet/separable_conv_2_normal_right1_0/separable_conv2d" -> "1028 NASNet/separable_conv_2_bn_normal_right1_0/FusedBatchNormV3"; +"963 NASNet/separable_conv_2_normal_left1_0/Sigmoid/ReadVariableOp/resource" -> "964 NASNet/separable_conv_2_normal_left1_0/Sigmoid/ReadVariableOp"; +"964 NASNet/separable_conv_2_normal_left1_0/Sigmoid/ReadVariableOp" -> "965 NASNet/separable_conv_2_normal_left1_0/Sigmoid"; +"965 NASNet/separable_conv_2_normal_left1_0/Sigmoid" -> "966 NASNet/separable_conv_2_normal_left1_0/Round"; +"966 NASNet/separable_conv_2_normal_left1_0/Round" -> "969 NASNet/separable_conv_2_normal_left1_0/mul"; +"967 NASNet/separable_conv_2_normal_left1_0/ReadVariableOp/resource" -> "968 NASNet/separable_conv_2_normal_left1_0/ReadVariableOp"; +"968 NASNet/separable_conv_2_normal_left1_0/ReadVariableOp" -> "969 NASNet/separable_conv_2_normal_left1_0/mul"; +"969 NASNet/separable_conv_2_normal_left1_0/mul" -> "979 NASNet/separable_conv_2_normal_left1_0/separable_conv2d/depthwise"; +"970 NASNet/separable_conv_2_normal_left1_0/Sigmoid_1/ReadVariableOp/resource" -> "971 NASNet/separable_conv_2_normal_left1_0/Sigmoid_1/ReadVariableOp"; +"971 NASNet/separable_conv_2_normal_left1_0/Sigmoid_1/ReadVariableOp" -> "972 NASNet/separable_conv_2_normal_left1_0/Sigmoid_1"; +"972 NASNet/separable_conv_2_normal_left1_0/Sigmoid_1" -> "973 NASNet/separable_conv_2_normal_left1_0/Round_1"; +"973 NASNet/separable_conv_2_normal_left1_0/Round_1" -> "976 NASNet/separable_conv_2_normal_left1_0/mul_1"; +"974 NASNet/separable_conv_2_normal_left1_0/ReadVariableOp_1/resource" -> "975 NASNet/separable_conv_2_normal_left1_0/ReadVariableOp_1"; +"975 NASNet/separable_conv_2_normal_left1_0/ReadVariableOp_1" -> "976 NASNet/separable_conv_2_normal_left1_0/mul_1"; +"976 NASNet/separable_conv_2_normal_left1_0/mul_1" -> "980 NASNet/separable_conv_2_normal_left1_0/separable_conv2d"; +"979 NASNet/separable_conv_2_normal_left1_0/separable_conv2d/depthwise" -> "980 NASNet/separable_conv_2_normal_left1_0/separable_conv2d"; +"980 NASNet/separable_conv_2_normal_left1_0/separable_conv2d" -> "1019 NASNet/separable_conv_2_bn_normal_left1_0/FusedBatchNormV3"; +"981 NASNet/separable_conv_2_bn_normal_left5_0/ReadVariableOp/resource" -> "982 NASNet/separable_conv_2_bn_normal_left5_0/ReadVariableOp"; +"982 NASNet/separable_conv_2_bn_normal_left5_0/ReadVariableOp" -> "989 NASNet/separable_conv_2_bn_normal_left5_0/FusedBatchNormV3"; +"983 NASNet/separable_conv_2_bn_normal_left5_0/ReadVariableOp_1/resource" -> "984 NASNet/separable_conv_2_bn_normal_left5_0/ReadVariableOp_1"; +"984 NASNet/separable_conv_2_bn_normal_left5_0/ReadVariableOp_1" -> "989 NASNet/separable_conv_2_bn_normal_left5_0/FusedBatchNormV3"; +"985 NASNet/separable_conv_2_bn_normal_left5_0/FusedBatchNormV3/ReadVariableOp/resource" -> "986 NASNet/separable_conv_2_bn_normal_left5_0/FusedBatchNormV3/ReadVariableOp"; +"986 NASNet/separable_conv_2_bn_normal_left5_0/FusedBatchNormV3/ReadVariableOp" -> "989 NASNet/separable_conv_2_bn_normal_left5_0/FusedBatchNormV3"; +"987 NASNet/separable_conv_2_bn_normal_left5_0/FusedBatchNormV3/ReadVariableOp_1/resource" -> "988 NASNet/separable_conv_2_bn_normal_left5_0/FusedBatchNormV3/ReadVariableOp_1"; +"988 NASNet/separable_conv_2_bn_normal_left5_0/FusedBatchNormV3/ReadVariableOp_1" -> "989 NASNet/separable_conv_2_bn_normal_left5_0/FusedBatchNormV3"; +"989 NASNet/separable_conv_2_bn_normal_left5_0/FusedBatchNormV3" -> "1033 NASNet/normal_add_5_0/add"; +"990 NASNet/normal_left4_0/AvgPool" -> "1032 NASNet/normal_add_4_0/add"; +"991 NASNet/normal_right4_0/AvgPool" -> "1032 NASNet/normal_add_4_0/add"; +"992 NASNet/normal_left3_0/AvgPool" -> "1031 NASNet/normal_add_3_0/add"; +"993 NASNet/separable_conv_2_bn_normal_left2_0/ReadVariableOp/resource" -> "994 NASNet/separable_conv_2_bn_normal_left2_0/ReadVariableOp"; +"994 NASNet/separable_conv_2_bn_normal_left2_0/ReadVariableOp" -> "1001 NASNet/separable_conv_2_bn_normal_left2_0/FusedBatchNormV3"; +"995 NASNet/separable_conv_2_bn_normal_left2_0/ReadVariableOp_1/resource" -> "996 NASNet/separable_conv_2_bn_normal_left2_0/ReadVariableOp_1"; +"996 NASNet/separable_conv_2_bn_normal_left2_0/ReadVariableOp_1" -> "1001 NASNet/separable_conv_2_bn_normal_left2_0/FusedBatchNormV3"; +"997 NASNet/separable_conv_2_bn_normal_left2_0/FusedBatchNormV3/ReadVariableOp/resource" -> "998 NASNet/separable_conv_2_bn_normal_left2_0/FusedBatchNormV3/ReadVariableOp"; +"998 NASNet/separable_conv_2_bn_normal_left2_0/FusedBatchNormV3/ReadVariableOp" -> "1001 NASNet/separable_conv_2_bn_normal_left2_0/FusedBatchNormV3"; +"999 NASNet/separable_conv_2_bn_normal_left2_0/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1000 NASNet/separable_conv_2_bn_normal_left2_0/FusedBatchNormV3/ReadVariableOp_1"; +"1000 NASNet/separable_conv_2_bn_normal_left2_0/FusedBatchNormV3/ReadVariableOp_1" -> "1001 NASNet/separable_conv_2_bn_normal_left2_0/FusedBatchNormV3"; +"1001 NASNet/separable_conv_2_bn_normal_left2_0/FusedBatchNormV3" -> "1030 NASNet/normal_add_2_0/add"; +"1002 NASNet/separable_conv_2_bn_normal_right2_0/ReadVariableOp/resource" -> "1003 NASNet/separable_conv_2_bn_normal_right2_0/ReadVariableOp"; +"1003 NASNet/separable_conv_2_bn_normal_right2_0/ReadVariableOp" -> "1010 NASNet/separable_conv_2_bn_normal_right2_0/FusedBatchNormV3"; +"1004 NASNet/separable_conv_2_bn_normal_right2_0/ReadVariableOp_1/resource" -> "1005 NASNet/separable_conv_2_bn_normal_right2_0/ReadVariableOp_1"; +"1005 NASNet/separable_conv_2_bn_normal_right2_0/ReadVariableOp_1" -> "1010 NASNet/separable_conv_2_bn_normal_right2_0/FusedBatchNormV3"; +"1006 NASNet/separable_conv_2_bn_normal_right2_0/FusedBatchNormV3/ReadVariableOp/resource" -> "1007 NASNet/separable_conv_2_bn_normal_right2_0/FusedBatchNormV3/ReadVariableOp"; +"1007 NASNet/separable_conv_2_bn_normal_right2_0/FusedBatchNormV3/ReadVariableOp" -> "1010 NASNet/separable_conv_2_bn_normal_right2_0/FusedBatchNormV3"; +"1008 NASNet/separable_conv_2_bn_normal_right2_0/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1009 NASNet/separable_conv_2_bn_normal_right2_0/FusedBatchNormV3/ReadVariableOp_1"; +"1009 NASNet/separable_conv_2_bn_normal_right2_0/FusedBatchNormV3/ReadVariableOp_1" -> "1010 NASNet/separable_conv_2_bn_normal_right2_0/FusedBatchNormV3"; +"1010 NASNet/separable_conv_2_bn_normal_right2_0/FusedBatchNormV3" -> "1030 NASNet/normal_add_2_0/add"; +"1011 NASNet/separable_conv_2_bn_normal_left1_0/ReadVariableOp/resource" -> "1012 NASNet/separable_conv_2_bn_normal_left1_0/ReadVariableOp"; +"1012 NASNet/separable_conv_2_bn_normal_left1_0/ReadVariableOp" -> "1019 NASNet/separable_conv_2_bn_normal_left1_0/FusedBatchNormV3"; +"1013 NASNet/separable_conv_2_bn_normal_left1_0/ReadVariableOp_1/resource" -> "1014 NASNet/separable_conv_2_bn_normal_left1_0/ReadVariableOp_1"; +"1014 NASNet/separable_conv_2_bn_normal_left1_0/ReadVariableOp_1" -> "1019 NASNet/separable_conv_2_bn_normal_left1_0/FusedBatchNormV3"; +"1015 NASNet/separable_conv_2_bn_normal_left1_0/FusedBatchNormV3/ReadVariableOp/resource" -> "1016 NASNet/separable_conv_2_bn_normal_left1_0/FusedBatchNormV3/ReadVariableOp"; +"1016 NASNet/separable_conv_2_bn_normal_left1_0/FusedBatchNormV3/ReadVariableOp" -> "1019 NASNet/separable_conv_2_bn_normal_left1_0/FusedBatchNormV3"; +"1017 NASNet/separable_conv_2_bn_normal_left1_0/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1018 NASNet/separable_conv_2_bn_normal_left1_0/FusedBatchNormV3/ReadVariableOp_1"; +"1018 NASNet/separable_conv_2_bn_normal_left1_0/FusedBatchNormV3/ReadVariableOp_1" -> "1019 NASNet/separable_conv_2_bn_normal_left1_0/FusedBatchNormV3"; +"1019 NASNet/separable_conv_2_bn_normal_left1_0/FusedBatchNormV3" -> "1029 NASNet/normal_add_1_0/add"; +"1020 NASNet/separable_conv_2_bn_normal_right1_0/ReadVariableOp/resource" -> "1021 NASNet/separable_conv_2_bn_normal_right1_0/ReadVariableOp"; +"1021 NASNet/separable_conv_2_bn_normal_right1_0/ReadVariableOp" -> "1028 NASNet/separable_conv_2_bn_normal_right1_0/FusedBatchNormV3"; +"1022 NASNet/separable_conv_2_bn_normal_right1_0/ReadVariableOp_1/resource" -> "1023 NASNet/separable_conv_2_bn_normal_right1_0/ReadVariableOp_1"; +"1023 NASNet/separable_conv_2_bn_normal_right1_0/ReadVariableOp_1" -> "1028 NASNet/separable_conv_2_bn_normal_right1_0/FusedBatchNormV3"; +"1024 NASNet/separable_conv_2_bn_normal_right1_0/FusedBatchNormV3/ReadVariableOp/resource" -> "1025 NASNet/separable_conv_2_bn_normal_right1_0/FusedBatchNormV3/ReadVariableOp"; +"1025 NASNet/separable_conv_2_bn_normal_right1_0/FusedBatchNormV3/ReadVariableOp" -> "1028 NASNet/separable_conv_2_bn_normal_right1_0/FusedBatchNormV3"; +"1026 NASNet/separable_conv_2_bn_normal_right1_0/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1027 NASNet/separable_conv_2_bn_normal_right1_0/FusedBatchNormV3/ReadVariableOp_1"; +"1027 NASNet/separable_conv_2_bn_normal_right1_0/FusedBatchNormV3/ReadVariableOp_1" -> "1028 NASNet/separable_conv_2_bn_normal_right1_0/FusedBatchNormV3"; +"1028 NASNet/separable_conv_2_bn_normal_right1_0/FusedBatchNormV3" -> "1029 NASNet/normal_add_1_0/add"; +"1029 NASNet/normal_add_1_0/add" -> "1035 NASNet/normal_concat_0/concat"; +"1030 NASNet/normal_add_2_0/add" -> "1035 NASNet/normal_concat_0/concat"; +"1031 NASNet/normal_add_3_0/add" -> "1035 NASNet/normal_concat_0/concat"; +"1032 NASNet/normal_add_4_0/add" -> "1035 NASNet/normal_concat_0/concat"; +"1033 NASNet/normal_add_5_0/add" -> "1035 NASNet/normal_concat_0/concat"; +"1034 NASNet/normal_concat_0/concat/axis" -> "1035 NASNet/normal_concat_0/concat"; +"1035 NASNet/normal_concat_0/concat" -> "1036 NASNet/activation_34/Relu"; +"1035 NASNet/normal_concat_0/concat" -> "1363 NASNet/activation_45/Relu"; +"1036 NASNet/activation_34/Relu" -> "1045 NASNet/normal_conv_1_1/Conv2D"; +"1037 NASNet/activation_33/Relu" -> "1053 NASNet/adjust_conv_projection_1/Conv2D"; +"1038 NASNet/normal_conv_1_1/Sigmoid/ReadVariableOp/resource" -> "1039 NASNet/normal_conv_1_1/Sigmoid/ReadVariableOp"; +"1039 NASNet/normal_conv_1_1/Sigmoid/ReadVariableOp" -> "1040 NASNet/normal_conv_1_1/Sigmoid"; +"1040 NASNet/normal_conv_1_1/Sigmoid" -> "1041 NASNet/normal_conv_1_1/Round"; +"1041 NASNet/normal_conv_1_1/Round" -> "1044 NASNet/normal_conv_1_1/mul"; +"1042 NASNet/normal_conv_1_1/ReadVariableOp/resource" -> "1043 NASNet/normal_conv_1_1/ReadVariableOp"; +"1043 NASNet/normal_conv_1_1/ReadVariableOp" -> "1044 NASNet/normal_conv_1_1/mul"; +"1044 NASNet/normal_conv_1_1/mul" -> "1045 NASNet/normal_conv_1_1/Conv2D"; +"1045 NASNet/normal_conv_1_1/Conv2D" -> "1071 NASNet/normal_bn_1_1/FusedBatchNormV3"; +"1046 NASNet/adjust_conv_projection_1/Sigmoid/ReadVariableOp/resource" -> "1047 NASNet/adjust_conv_projection_1/Sigmoid/ReadVariableOp"; +"1047 NASNet/adjust_conv_projection_1/Sigmoid/ReadVariableOp" -> "1048 NASNet/adjust_conv_projection_1/Sigmoid"; +"1048 NASNet/adjust_conv_projection_1/Sigmoid" -> "1049 NASNet/adjust_conv_projection_1/Round"; +"1049 NASNet/adjust_conv_projection_1/Round" -> "1052 NASNet/adjust_conv_projection_1/mul"; +"1050 NASNet/adjust_conv_projection_1/ReadVariableOp/resource" -> "1051 NASNet/adjust_conv_projection_1/ReadVariableOp"; +"1051 NASNet/adjust_conv_projection_1/ReadVariableOp" -> "1052 NASNet/adjust_conv_projection_1/mul"; +"1052 NASNet/adjust_conv_projection_1/mul" -> "1053 NASNet/adjust_conv_projection_1/Conv2D"; +"1053 NASNet/adjust_conv_projection_1/Conv2D" -> "1062 NASNet/adjust_bn_1/FusedBatchNormV3"; +"1054 NASNet/adjust_bn_1/ReadVariableOp/resource" -> "1055 NASNet/adjust_bn_1/ReadVariableOp"; +"1055 NASNet/adjust_bn_1/ReadVariableOp" -> "1062 NASNet/adjust_bn_1/FusedBatchNormV3"; +"1056 NASNet/adjust_bn_1/ReadVariableOp_1/resource" -> "1057 NASNet/adjust_bn_1/ReadVariableOp_1"; +"1057 NASNet/adjust_bn_1/ReadVariableOp_1" -> "1062 NASNet/adjust_bn_1/FusedBatchNormV3"; +"1058 NASNet/adjust_bn_1/FusedBatchNormV3/ReadVariableOp/resource" -> "1059 NASNet/adjust_bn_1/FusedBatchNormV3/ReadVariableOp"; +"1059 NASNet/adjust_bn_1/FusedBatchNormV3/ReadVariableOp" -> "1062 NASNet/adjust_bn_1/FusedBatchNormV3"; +"1060 NASNet/adjust_bn_1/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1061 NASNet/adjust_bn_1/FusedBatchNormV3/ReadVariableOp_1"; +"1061 NASNet/adjust_bn_1/FusedBatchNormV3/ReadVariableOp_1" -> "1062 NASNet/adjust_bn_1/FusedBatchNormV3"; +"1062 NASNet/adjust_bn_1/FusedBatchNormV3" -> "1073 NASNet/activation_41/Relu"; +"1062 NASNet/adjust_bn_1/FusedBatchNormV3" -> "1074 NASNet/activation_39/Relu"; +"1062 NASNet/adjust_bn_1/FusedBatchNormV3" -> "1075 NASNet/activation_37/Relu"; +"1062 NASNet/adjust_bn_1/FusedBatchNormV3" -> "1316 NASNet/normal_left4_1/AvgPool"; +"1062 NASNet/adjust_bn_1/FusedBatchNormV3" -> "1317 NASNet/normal_right4_1/AvgPool"; +"1062 NASNet/adjust_bn_1/FusedBatchNormV3" -> "1357 NASNet/normal_add_3_1/add"; +"1062 NASNet/adjust_bn_1/FusedBatchNormV3" -> "1361 NASNet/normal_concat_1/concat"; +"1063 NASNet/normal_bn_1_1/ReadVariableOp/resource" -> "1064 NASNet/normal_bn_1_1/ReadVariableOp"; +"1064 NASNet/normal_bn_1_1/ReadVariableOp" -> "1071 NASNet/normal_bn_1_1/FusedBatchNormV3"; +"1065 NASNet/normal_bn_1_1/ReadVariableOp_1/resource" -> "1066 NASNet/normal_bn_1_1/ReadVariableOp_1"; +"1066 NASNet/normal_bn_1_1/ReadVariableOp_1" -> "1071 NASNet/normal_bn_1_1/FusedBatchNormV3"; +"1067 NASNet/normal_bn_1_1/FusedBatchNormV3/ReadVariableOp/resource" -> "1068 NASNet/normal_bn_1_1/FusedBatchNormV3/ReadVariableOp"; +"1068 NASNet/normal_bn_1_1/FusedBatchNormV3/ReadVariableOp" -> "1071 NASNet/normal_bn_1_1/FusedBatchNormV3"; +"1069 NASNet/normal_bn_1_1/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1070 NASNet/normal_bn_1_1/FusedBatchNormV3/ReadVariableOp_1"; +"1070 NASNet/normal_bn_1_1/FusedBatchNormV3/ReadVariableOp_1" -> "1071 NASNet/normal_bn_1_1/FusedBatchNormV3"; +"1071 NASNet/normal_bn_1_1/FusedBatchNormV3" -> "1072 NASNet/activation_43/Relu"; +"1071 NASNet/normal_bn_1_1/FusedBatchNormV3" -> "1076 NASNet/activation_35/Relu"; +"1071 NASNet/normal_bn_1_1/FusedBatchNormV3" -> "1318 NASNet/normal_left3_1/AvgPool"; +"1071 NASNet/normal_bn_1_1/FusedBatchNormV3" -> "1359 NASNet/normal_add_5_1/add"; +"1072 NASNet/activation_43/Relu" -> "1093 NASNet/separable_conv_1_normal_left5_1/separable_conv2d/depthwise"; +"1073 NASNet/activation_41/Relu" -> "1111 NASNet/separable_conv_1_normal_right2_1/separable_conv2d/depthwise"; +"1074 NASNet/activation_39/Relu" -> "1129 NASNet/separable_conv_1_normal_left2_1/separable_conv2d/depthwise"; +"1075 NASNet/activation_37/Relu" -> "1147 NASNet/separable_conv_1_normal_right1_1/separable_conv2d/depthwise"; +"1076 NASNet/activation_35/Relu" -> "1165 NASNet/separable_conv_1_normal_left1_1/separable_conv2d/depthwise"; +"1077 NASNet/separable_conv_1_normal_left5_1/Sigmoid/ReadVariableOp/resource" -> "1078 NASNet/separable_conv_1_normal_left5_1/Sigmoid/ReadVariableOp"; +"1078 NASNet/separable_conv_1_normal_left5_1/Sigmoid/ReadVariableOp" -> "1079 NASNet/separable_conv_1_normal_left5_1/Sigmoid"; +"1079 NASNet/separable_conv_1_normal_left5_1/Sigmoid" -> "1080 NASNet/separable_conv_1_normal_left5_1/Round"; +"1080 NASNet/separable_conv_1_normal_left5_1/Round" -> "1083 NASNet/separable_conv_1_normal_left5_1/mul"; +"1081 NASNet/separable_conv_1_normal_left5_1/ReadVariableOp/resource" -> "1082 NASNet/separable_conv_1_normal_left5_1/ReadVariableOp"; +"1082 NASNet/separable_conv_1_normal_left5_1/ReadVariableOp" -> "1083 NASNet/separable_conv_1_normal_left5_1/mul"; +"1083 NASNet/separable_conv_1_normal_left5_1/mul" -> "1093 NASNet/separable_conv_1_normal_left5_1/separable_conv2d/depthwise"; +"1084 NASNet/separable_conv_1_normal_left5_1/Sigmoid_1/ReadVariableOp/resource" -> "1085 NASNet/separable_conv_1_normal_left5_1/Sigmoid_1/ReadVariableOp"; +"1085 NASNet/separable_conv_1_normal_left5_1/Sigmoid_1/ReadVariableOp" -> "1086 NASNet/separable_conv_1_normal_left5_1/Sigmoid_1"; +"1086 NASNet/separable_conv_1_normal_left5_1/Sigmoid_1" -> "1087 NASNet/separable_conv_1_normal_left5_1/Round_1"; +"1087 NASNet/separable_conv_1_normal_left5_1/Round_1" -> "1090 NASNet/separable_conv_1_normal_left5_1/mul_1"; +"1088 NASNet/separable_conv_1_normal_left5_1/ReadVariableOp_1/resource" -> "1089 NASNet/separable_conv_1_normal_left5_1/ReadVariableOp_1"; +"1089 NASNet/separable_conv_1_normal_left5_1/ReadVariableOp_1" -> "1090 NASNet/separable_conv_1_normal_left5_1/mul_1"; +"1090 NASNet/separable_conv_1_normal_left5_1/mul_1" -> "1094 NASNet/separable_conv_1_normal_left5_1/separable_conv2d"; +"1093 NASNet/separable_conv_1_normal_left5_1/separable_conv2d/depthwise" -> "1094 NASNet/separable_conv_1_normal_left5_1/separable_conv2d"; +"1094 NASNet/separable_conv_1_normal_left5_1/separable_conv2d" -> "1175 NASNet/separable_conv_1_bn_normal_left5_1/FusedBatchNormV3"; +"1095 NASNet/separable_conv_1_normal_right2_1/Sigmoid/ReadVariableOp/resource" -> "1096 NASNet/separable_conv_1_normal_right2_1/Sigmoid/ReadVariableOp"; +"1096 NASNet/separable_conv_1_normal_right2_1/Sigmoid/ReadVariableOp" -> "1097 NASNet/separable_conv_1_normal_right2_1/Sigmoid"; +"1097 NASNet/separable_conv_1_normal_right2_1/Sigmoid" -> "1098 NASNet/separable_conv_1_normal_right2_1/Round"; +"1098 NASNet/separable_conv_1_normal_right2_1/Round" -> "1101 NASNet/separable_conv_1_normal_right2_1/mul"; +"1099 NASNet/separable_conv_1_normal_right2_1/ReadVariableOp/resource" -> "1100 NASNet/separable_conv_1_normal_right2_1/ReadVariableOp"; +"1100 NASNet/separable_conv_1_normal_right2_1/ReadVariableOp" -> "1101 NASNet/separable_conv_1_normal_right2_1/mul"; +"1101 NASNet/separable_conv_1_normal_right2_1/mul" -> "1111 NASNet/separable_conv_1_normal_right2_1/separable_conv2d/depthwise"; +"1102 NASNet/separable_conv_1_normal_right2_1/Sigmoid_1/ReadVariableOp/resource" -> "1103 NASNet/separable_conv_1_normal_right2_1/Sigmoid_1/ReadVariableOp"; +"1103 NASNet/separable_conv_1_normal_right2_1/Sigmoid_1/ReadVariableOp" -> "1104 NASNet/separable_conv_1_normal_right2_1/Sigmoid_1"; +"1104 NASNet/separable_conv_1_normal_right2_1/Sigmoid_1" -> "1105 NASNet/separable_conv_1_normal_right2_1/Round_1"; +"1105 NASNet/separable_conv_1_normal_right2_1/Round_1" -> "1108 NASNet/separable_conv_1_normal_right2_1/mul_1"; +"1106 NASNet/separable_conv_1_normal_right2_1/ReadVariableOp_1/resource" -> "1107 NASNet/separable_conv_1_normal_right2_1/ReadVariableOp_1"; +"1107 NASNet/separable_conv_1_normal_right2_1/ReadVariableOp_1" -> "1108 NASNet/separable_conv_1_normal_right2_1/mul_1"; +"1108 NASNet/separable_conv_1_normal_right2_1/mul_1" -> "1112 NASNet/separable_conv_1_normal_right2_1/separable_conv2d"; +"1111 NASNet/separable_conv_1_normal_right2_1/separable_conv2d/depthwise" -> "1112 NASNet/separable_conv_1_normal_right2_1/separable_conv2d"; +"1112 NASNet/separable_conv_1_normal_right2_1/separable_conv2d" -> "1184 NASNet/separable_conv_1_bn_normal_right2_1/FusedBatchNormV3"; +"1113 NASNet/separable_conv_1_normal_left2_1/Sigmoid/ReadVariableOp/resource" -> "1114 NASNet/separable_conv_1_normal_left2_1/Sigmoid/ReadVariableOp"; +"1114 NASNet/separable_conv_1_normal_left2_1/Sigmoid/ReadVariableOp" -> "1115 NASNet/separable_conv_1_normal_left2_1/Sigmoid"; +"1115 NASNet/separable_conv_1_normal_left2_1/Sigmoid" -> "1116 NASNet/separable_conv_1_normal_left2_1/Round"; +"1116 NASNet/separable_conv_1_normal_left2_1/Round" -> "1119 NASNet/separable_conv_1_normal_left2_1/mul"; +"1117 NASNet/separable_conv_1_normal_left2_1/ReadVariableOp/resource" -> "1118 NASNet/separable_conv_1_normal_left2_1/ReadVariableOp"; +"1118 NASNet/separable_conv_1_normal_left2_1/ReadVariableOp" -> "1119 NASNet/separable_conv_1_normal_left2_1/mul"; +"1119 NASNet/separable_conv_1_normal_left2_1/mul" -> "1129 NASNet/separable_conv_1_normal_left2_1/separable_conv2d/depthwise"; +"1120 NASNet/separable_conv_1_normal_left2_1/Sigmoid_1/ReadVariableOp/resource" -> "1121 NASNet/separable_conv_1_normal_left2_1/Sigmoid_1/ReadVariableOp"; +"1121 NASNet/separable_conv_1_normal_left2_1/Sigmoid_1/ReadVariableOp" -> "1122 NASNet/separable_conv_1_normal_left2_1/Sigmoid_1"; +"1122 NASNet/separable_conv_1_normal_left2_1/Sigmoid_1" -> "1123 NASNet/separable_conv_1_normal_left2_1/Round_1"; +"1123 NASNet/separable_conv_1_normal_left2_1/Round_1" -> "1126 NASNet/separable_conv_1_normal_left2_1/mul_1"; +"1124 NASNet/separable_conv_1_normal_left2_1/ReadVariableOp_1/resource" -> "1125 NASNet/separable_conv_1_normal_left2_1/ReadVariableOp_1"; +"1125 NASNet/separable_conv_1_normal_left2_1/ReadVariableOp_1" -> "1126 NASNet/separable_conv_1_normal_left2_1/mul_1"; +"1126 NASNet/separable_conv_1_normal_left2_1/mul_1" -> "1130 NASNet/separable_conv_1_normal_left2_1/separable_conv2d"; +"1129 NASNet/separable_conv_1_normal_left2_1/separable_conv2d/depthwise" -> "1130 NASNet/separable_conv_1_normal_left2_1/separable_conv2d"; +"1130 NASNet/separable_conv_1_normal_left2_1/separable_conv2d" -> "1193 NASNet/separable_conv_1_bn_normal_left2_1/FusedBatchNormV3"; +"1131 NASNet/separable_conv_1_normal_right1_1/Sigmoid/ReadVariableOp/resource" -> "1132 NASNet/separable_conv_1_normal_right1_1/Sigmoid/ReadVariableOp"; +"1132 NASNet/separable_conv_1_normal_right1_1/Sigmoid/ReadVariableOp" -> "1133 NASNet/separable_conv_1_normal_right1_1/Sigmoid"; +"1133 NASNet/separable_conv_1_normal_right1_1/Sigmoid" -> "1134 NASNet/separable_conv_1_normal_right1_1/Round"; +"1134 NASNet/separable_conv_1_normal_right1_1/Round" -> "1137 NASNet/separable_conv_1_normal_right1_1/mul"; +"1135 NASNet/separable_conv_1_normal_right1_1/ReadVariableOp/resource" -> "1136 NASNet/separable_conv_1_normal_right1_1/ReadVariableOp"; +"1136 NASNet/separable_conv_1_normal_right1_1/ReadVariableOp" -> "1137 NASNet/separable_conv_1_normal_right1_1/mul"; +"1137 NASNet/separable_conv_1_normal_right1_1/mul" -> "1147 NASNet/separable_conv_1_normal_right1_1/separable_conv2d/depthwise"; +"1138 NASNet/separable_conv_1_normal_right1_1/Sigmoid_1/ReadVariableOp/resource" -> "1139 NASNet/separable_conv_1_normal_right1_1/Sigmoid_1/ReadVariableOp"; +"1139 NASNet/separable_conv_1_normal_right1_1/Sigmoid_1/ReadVariableOp" -> "1140 NASNet/separable_conv_1_normal_right1_1/Sigmoid_1"; +"1140 NASNet/separable_conv_1_normal_right1_1/Sigmoid_1" -> "1141 NASNet/separable_conv_1_normal_right1_1/Round_1"; +"1141 NASNet/separable_conv_1_normal_right1_1/Round_1" -> "1144 NASNet/separable_conv_1_normal_right1_1/mul_1"; +"1142 NASNet/separable_conv_1_normal_right1_1/ReadVariableOp_1/resource" -> "1143 NASNet/separable_conv_1_normal_right1_1/ReadVariableOp_1"; +"1143 NASNet/separable_conv_1_normal_right1_1/ReadVariableOp_1" -> "1144 NASNet/separable_conv_1_normal_right1_1/mul_1"; +"1144 NASNet/separable_conv_1_normal_right1_1/mul_1" -> "1148 NASNet/separable_conv_1_normal_right1_1/separable_conv2d"; +"1147 NASNet/separable_conv_1_normal_right1_1/separable_conv2d/depthwise" -> "1148 NASNet/separable_conv_1_normal_right1_1/separable_conv2d"; +"1148 NASNet/separable_conv_1_normal_right1_1/separable_conv2d" -> "1202 NASNet/separable_conv_1_bn_normal_right1_1/FusedBatchNormV3"; +"1149 NASNet/separable_conv_1_normal_left1_1/Sigmoid/ReadVariableOp/resource" -> "1150 NASNet/separable_conv_1_normal_left1_1/Sigmoid/ReadVariableOp"; +"1150 NASNet/separable_conv_1_normal_left1_1/Sigmoid/ReadVariableOp" -> "1151 NASNet/separable_conv_1_normal_left1_1/Sigmoid"; +"1151 NASNet/separable_conv_1_normal_left1_1/Sigmoid" -> "1152 NASNet/separable_conv_1_normal_left1_1/Round"; +"1152 NASNet/separable_conv_1_normal_left1_1/Round" -> "1155 NASNet/separable_conv_1_normal_left1_1/mul"; +"1153 NASNet/separable_conv_1_normal_left1_1/ReadVariableOp/resource" -> "1154 NASNet/separable_conv_1_normal_left1_1/ReadVariableOp"; +"1154 NASNet/separable_conv_1_normal_left1_1/ReadVariableOp" -> "1155 NASNet/separable_conv_1_normal_left1_1/mul"; +"1155 NASNet/separable_conv_1_normal_left1_1/mul" -> "1165 NASNet/separable_conv_1_normal_left1_1/separable_conv2d/depthwise"; +"1156 NASNet/separable_conv_1_normal_left1_1/Sigmoid_1/ReadVariableOp/resource" -> "1157 NASNet/separable_conv_1_normal_left1_1/Sigmoid_1/ReadVariableOp"; +"1157 NASNet/separable_conv_1_normal_left1_1/Sigmoid_1/ReadVariableOp" -> "1158 NASNet/separable_conv_1_normal_left1_1/Sigmoid_1"; +"1158 NASNet/separable_conv_1_normal_left1_1/Sigmoid_1" -> "1159 NASNet/separable_conv_1_normal_left1_1/Round_1"; +"1159 NASNet/separable_conv_1_normal_left1_1/Round_1" -> "1162 NASNet/separable_conv_1_normal_left1_1/mul_1"; +"1160 NASNet/separable_conv_1_normal_left1_1/ReadVariableOp_1/resource" -> "1161 NASNet/separable_conv_1_normal_left1_1/ReadVariableOp_1"; +"1161 NASNet/separable_conv_1_normal_left1_1/ReadVariableOp_1" -> "1162 NASNet/separable_conv_1_normal_left1_1/mul_1"; +"1162 NASNet/separable_conv_1_normal_left1_1/mul_1" -> "1166 NASNet/separable_conv_1_normal_left1_1/separable_conv2d"; +"1165 NASNet/separable_conv_1_normal_left1_1/separable_conv2d/depthwise" -> "1166 NASNet/separable_conv_1_normal_left1_1/separable_conv2d"; +"1166 NASNet/separable_conv_1_normal_left1_1/separable_conv2d" -> "1211 NASNet/separable_conv_1_bn_normal_left1_1/FusedBatchNormV3"; +"1167 NASNet/separable_conv_1_bn_normal_left5_1/ReadVariableOp/resource" -> "1168 NASNet/separable_conv_1_bn_normal_left5_1/ReadVariableOp"; +"1168 NASNet/separable_conv_1_bn_normal_left5_1/ReadVariableOp" -> "1175 NASNet/separable_conv_1_bn_normal_left5_1/FusedBatchNormV3"; +"1169 NASNet/separable_conv_1_bn_normal_left5_1/ReadVariableOp_1/resource" -> "1170 NASNet/separable_conv_1_bn_normal_left5_1/ReadVariableOp_1"; +"1170 NASNet/separable_conv_1_bn_normal_left5_1/ReadVariableOp_1" -> "1175 NASNet/separable_conv_1_bn_normal_left5_1/FusedBatchNormV3"; +"1171 NASNet/separable_conv_1_bn_normal_left5_1/FusedBatchNormV3/ReadVariableOp/resource" -> "1172 NASNet/separable_conv_1_bn_normal_left5_1/FusedBatchNormV3/ReadVariableOp"; +"1172 NASNet/separable_conv_1_bn_normal_left5_1/FusedBatchNormV3/ReadVariableOp" -> "1175 NASNet/separable_conv_1_bn_normal_left5_1/FusedBatchNormV3"; +"1173 NASNet/separable_conv_1_bn_normal_left5_1/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1174 NASNet/separable_conv_1_bn_normal_left5_1/FusedBatchNormV3/ReadVariableOp_1"; +"1174 NASNet/separable_conv_1_bn_normal_left5_1/FusedBatchNormV3/ReadVariableOp_1" -> "1175 NASNet/separable_conv_1_bn_normal_left5_1/FusedBatchNormV3"; +"1175 NASNet/separable_conv_1_bn_normal_left5_1/FusedBatchNormV3" -> "1212 NASNet/activation_44/Relu"; +"1176 NASNet/separable_conv_1_bn_normal_right2_1/ReadVariableOp/resource" -> "1177 NASNet/separable_conv_1_bn_normal_right2_1/ReadVariableOp"; +"1177 NASNet/separable_conv_1_bn_normal_right2_1/ReadVariableOp" -> "1184 NASNet/separable_conv_1_bn_normal_right2_1/FusedBatchNormV3"; +"1178 NASNet/separable_conv_1_bn_normal_right2_1/ReadVariableOp_1/resource" -> "1179 NASNet/separable_conv_1_bn_normal_right2_1/ReadVariableOp_1"; +"1179 NASNet/separable_conv_1_bn_normal_right2_1/ReadVariableOp_1" -> "1184 NASNet/separable_conv_1_bn_normal_right2_1/FusedBatchNormV3"; +"1180 NASNet/separable_conv_1_bn_normal_right2_1/FusedBatchNormV3/ReadVariableOp/resource" -> "1181 NASNet/separable_conv_1_bn_normal_right2_1/FusedBatchNormV3/ReadVariableOp"; +"1181 NASNet/separable_conv_1_bn_normal_right2_1/FusedBatchNormV3/ReadVariableOp" -> "1184 NASNet/separable_conv_1_bn_normal_right2_1/FusedBatchNormV3"; +"1182 NASNet/separable_conv_1_bn_normal_right2_1/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1183 NASNet/separable_conv_1_bn_normal_right2_1/FusedBatchNormV3/ReadVariableOp_1"; +"1183 NASNet/separable_conv_1_bn_normal_right2_1/FusedBatchNormV3/ReadVariableOp_1" -> "1184 NASNet/separable_conv_1_bn_normal_right2_1/FusedBatchNormV3"; +"1184 NASNet/separable_conv_1_bn_normal_right2_1/FusedBatchNormV3" -> "1213 NASNet/activation_42/Relu"; +"1185 NASNet/separable_conv_1_bn_normal_left2_1/ReadVariableOp/resource" -> "1186 NASNet/separable_conv_1_bn_normal_left2_1/ReadVariableOp"; +"1186 NASNet/separable_conv_1_bn_normal_left2_1/ReadVariableOp" -> "1193 NASNet/separable_conv_1_bn_normal_left2_1/FusedBatchNormV3"; +"1187 NASNet/separable_conv_1_bn_normal_left2_1/ReadVariableOp_1/resource" -> "1188 NASNet/separable_conv_1_bn_normal_left2_1/ReadVariableOp_1"; +"1188 NASNet/separable_conv_1_bn_normal_left2_1/ReadVariableOp_1" -> "1193 NASNet/separable_conv_1_bn_normal_left2_1/FusedBatchNormV3"; +"1189 NASNet/separable_conv_1_bn_normal_left2_1/FusedBatchNormV3/ReadVariableOp/resource" -> "1190 NASNet/separable_conv_1_bn_normal_left2_1/FusedBatchNormV3/ReadVariableOp"; +"1190 NASNet/separable_conv_1_bn_normal_left2_1/FusedBatchNormV3/ReadVariableOp" -> "1193 NASNet/separable_conv_1_bn_normal_left2_1/FusedBatchNormV3"; +"1191 NASNet/separable_conv_1_bn_normal_left2_1/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1192 NASNet/separable_conv_1_bn_normal_left2_1/FusedBatchNormV3/ReadVariableOp_1"; +"1192 NASNet/separable_conv_1_bn_normal_left2_1/FusedBatchNormV3/ReadVariableOp_1" -> "1193 NASNet/separable_conv_1_bn_normal_left2_1/FusedBatchNormV3"; +"1193 NASNet/separable_conv_1_bn_normal_left2_1/FusedBatchNormV3" -> "1214 NASNet/activation_40/Relu"; +"1194 NASNet/separable_conv_1_bn_normal_right1_1/ReadVariableOp/resource" -> "1195 NASNet/separable_conv_1_bn_normal_right1_1/ReadVariableOp"; +"1195 NASNet/separable_conv_1_bn_normal_right1_1/ReadVariableOp" -> "1202 NASNet/separable_conv_1_bn_normal_right1_1/FusedBatchNormV3"; +"1196 NASNet/separable_conv_1_bn_normal_right1_1/ReadVariableOp_1/resource" -> "1197 NASNet/separable_conv_1_bn_normal_right1_1/ReadVariableOp_1"; +"1197 NASNet/separable_conv_1_bn_normal_right1_1/ReadVariableOp_1" -> "1202 NASNet/separable_conv_1_bn_normal_right1_1/FusedBatchNormV3"; +"1198 NASNet/separable_conv_1_bn_normal_right1_1/FusedBatchNormV3/ReadVariableOp/resource" -> "1199 NASNet/separable_conv_1_bn_normal_right1_1/FusedBatchNormV3/ReadVariableOp"; +"1199 NASNet/separable_conv_1_bn_normal_right1_1/FusedBatchNormV3/ReadVariableOp" -> "1202 NASNet/separable_conv_1_bn_normal_right1_1/FusedBatchNormV3"; +"1200 NASNet/separable_conv_1_bn_normal_right1_1/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1201 NASNet/separable_conv_1_bn_normal_right1_1/FusedBatchNormV3/ReadVariableOp_1"; +"1201 NASNet/separable_conv_1_bn_normal_right1_1/FusedBatchNormV3/ReadVariableOp_1" -> "1202 NASNet/separable_conv_1_bn_normal_right1_1/FusedBatchNormV3"; +"1202 NASNet/separable_conv_1_bn_normal_right1_1/FusedBatchNormV3" -> "1215 NASNet/activation_38/Relu"; +"1203 NASNet/separable_conv_1_bn_normal_left1_1/ReadVariableOp/resource" -> "1204 NASNet/separable_conv_1_bn_normal_left1_1/ReadVariableOp"; +"1204 NASNet/separable_conv_1_bn_normal_left1_1/ReadVariableOp" -> "1211 NASNet/separable_conv_1_bn_normal_left1_1/FusedBatchNormV3"; +"1205 NASNet/separable_conv_1_bn_normal_left1_1/ReadVariableOp_1/resource" -> "1206 NASNet/separable_conv_1_bn_normal_left1_1/ReadVariableOp_1"; +"1206 NASNet/separable_conv_1_bn_normal_left1_1/ReadVariableOp_1" -> "1211 NASNet/separable_conv_1_bn_normal_left1_1/FusedBatchNormV3"; +"1207 NASNet/separable_conv_1_bn_normal_left1_1/FusedBatchNormV3/ReadVariableOp/resource" -> "1208 NASNet/separable_conv_1_bn_normal_left1_1/FusedBatchNormV3/ReadVariableOp"; +"1208 NASNet/separable_conv_1_bn_normal_left1_1/FusedBatchNormV3/ReadVariableOp" -> "1211 NASNet/separable_conv_1_bn_normal_left1_1/FusedBatchNormV3"; +"1209 NASNet/separable_conv_1_bn_normal_left1_1/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1210 NASNet/separable_conv_1_bn_normal_left1_1/FusedBatchNormV3/ReadVariableOp_1"; +"1210 NASNet/separable_conv_1_bn_normal_left1_1/FusedBatchNormV3/ReadVariableOp_1" -> "1211 NASNet/separable_conv_1_bn_normal_left1_1/FusedBatchNormV3"; +"1211 NASNet/separable_conv_1_bn_normal_left1_1/FusedBatchNormV3" -> "1216 NASNet/activation_36/Relu"; +"1212 NASNet/activation_44/Relu" -> "1233 NASNet/separable_conv_2_normal_left5_1/separable_conv2d/depthwise"; +"1213 NASNet/activation_42/Relu" -> "1251 NASNet/separable_conv_2_normal_right2_1/separable_conv2d/depthwise"; +"1214 NASNet/activation_40/Relu" -> "1269 NASNet/separable_conv_2_normal_left2_1/separable_conv2d/depthwise"; +"1215 NASNet/activation_38/Relu" -> "1287 NASNet/separable_conv_2_normal_right1_1/separable_conv2d/depthwise"; +"1216 NASNet/activation_36/Relu" -> "1305 NASNet/separable_conv_2_normal_left1_1/separable_conv2d/depthwise"; +"1217 NASNet/separable_conv_2_normal_left5_1/Sigmoid/ReadVariableOp/resource" -> "1218 NASNet/separable_conv_2_normal_left5_1/Sigmoid/ReadVariableOp"; +"1218 NASNet/separable_conv_2_normal_left5_1/Sigmoid/ReadVariableOp" -> "1219 NASNet/separable_conv_2_normal_left5_1/Sigmoid"; +"1219 NASNet/separable_conv_2_normal_left5_1/Sigmoid" -> "1220 NASNet/separable_conv_2_normal_left5_1/Round"; +"1220 NASNet/separable_conv_2_normal_left5_1/Round" -> "1223 NASNet/separable_conv_2_normal_left5_1/mul"; +"1221 NASNet/separable_conv_2_normal_left5_1/ReadVariableOp/resource" -> "1222 NASNet/separable_conv_2_normal_left5_1/ReadVariableOp"; +"1222 NASNet/separable_conv_2_normal_left5_1/ReadVariableOp" -> "1223 NASNet/separable_conv_2_normal_left5_1/mul"; +"1223 NASNet/separable_conv_2_normal_left5_1/mul" -> "1233 NASNet/separable_conv_2_normal_left5_1/separable_conv2d/depthwise"; +"1224 NASNet/separable_conv_2_normal_left5_1/Sigmoid_1/ReadVariableOp/resource" -> "1225 NASNet/separable_conv_2_normal_left5_1/Sigmoid_1/ReadVariableOp"; +"1225 NASNet/separable_conv_2_normal_left5_1/Sigmoid_1/ReadVariableOp" -> "1226 NASNet/separable_conv_2_normal_left5_1/Sigmoid_1"; +"1226 NASNet/separable_conv_2_normal_left5_1/Sigmoid_1" -> "1227 NASNet/separable_conv_2_normal_left5_1/Round_1"; +"1227 NASNet/separable_conv_2_normal_left5_1/Round_1" -> "1230 NASNet/separable_conv_2_normal_left5_1/mul_1"; +"1228 NASNet/separable_conv_2_normal_left5_1/ReadVariableOp_1/resource" -> "1229 NASNet/separable_conv_2_normal_left5_1/ReadVariableOp_1"; +"1229 NASNet/separable_conv_2_normal_left5_1/ReadVariableOp_1" -> "1230 NASNet/separable_conv_2_normal_left5_1/mul_1"; +"1230 NASNet/separable_conv_2_normal_left5_1/mul_1" -> "1234 NASNet/separable_conv_2_normal_left5_1/separable_conv2d"; +"1233 NASNet/separable_conv_2_normal_left5_1/separable_conv2d/depthwise" -> "1234 NASNet/separable_conv_2_normal_left5_1/separable_conv2d"; +"1234 NASNet/separable_conv_2_normal_left5_1/separable_conv2d" -> "1315 NASNet/separable_conv_2_bn_normal_left5_1/FusedBatchNormV3"; +"1235 NASNet/separable_conv_2_normal_right2_1/Sigmoid/ReadVariableOp/resource" -> "1236 NASNet/separable_conv_2_normal_right2_1/Sigmoid/ReadVariableOp"; +"1236 NASNet/separable_conv_2_normal_right2_1/Sigmoid/ReadVariableOp" -> "1237 NASNet/separable_conv_2_normal_right2_1/Sigmoid"; +"1237 NASNet/separable_conv_2_normal_right2_1/Sigmoid" -> "1238 NASNet/separable_conv_2_normal_right2_1/Round"; +"1238 NASNet/separable_conv_2_normal_right2_1/Round" -> "1241 NASNet/separable_conv_2_normal_right2_1/mul"; +"1239 NASNet/separable_conv_2_normal_right2_1/ReadVariableOp/resource" -> "1240 NASNet/separable_conv_2_normal_right2_1/ReadVariableOp"; +"1240 NASNet/separable_conv_2_normal_right2_1/ReadVariableOp" -> "1241 NASNet/separable_conv_2_normal_right2_1/mul"; +"1241 NASNet/separable_conv_2_normal_right2_1/mul" -> "1251 NASNet/separable_conv_2_normal_right2_1/separable_conv2d/depthwise"; +"1242 NASNet/separable_conv_2_normal_right2_1/Sigmoid_1/ReadVariableOp/resource" -> "1243 NASNet/separable_conv_2_normal_right2_1/Sigmoid_1/ReadVariableOp"; +"1243 NASNet/separable_conv_2_normal_right2_1/Sigmoid_1/ReadVariableOp" -> "1244 NASNet/separable_conv_2_normal_right2_1/Sigmoid_1"; +"1244 NASNet/separable_conv_2_normal_right2_1/Sigmoid_1" -> "1245 NASNet/separable_conv_2_normal_right2_1/Round_1"; +"1245 NASNet/separable_conv_2_normal_right2_1/Round_1" -> "1248 NASNet/separable_conv_2_normal_right2_1/mul_1"; +"1246 NASNet/separable_conv_2_normal_right2_1/ReadVariableOp_1/resource" -> "1247 NASNet/separable_conv_2_normal_right2_1/ReadVariableOp_1"; +"1247 NASNet/separable_conv_2_normal_right2_1/ReadVariableOp_1" -> "1248 NASNet/separable_conv_2_normal_right2_1/mul_1"; +"1248 NASNet/separable_conv_2_normal_right2_1/mul_1" -> "1252 NASNet/separable_conv_2_normal_right2_1/separable_conv2d"; +"1251 NASNet/separable_conv_2_normal_right2_1/separable_conv2d/depthwise" -> "1252 NASNet/separable_conv_2_normal_right2_1/separable_conv2d"; +"1252 NASNet/separable_conv_2_normal_right2_1/separable_conv2d" -> "1336 NASNet/separable_conv_2_bn_normal_right2_1/FusedBatchNormV3"; +"1253 NASNet/separable_conv_2_normal_left2_1/Sigmoid/ReadVariableOp/resource" -> "1254 NASNet/separable_conv_2_normal_left2_1/Sigmoid/ReadVariableOp"; +"1254 NASNet/separable_conv_2_normal_left2_1/Sigmoid/ReadVariableOp" -> "1255 NASNet/separable_conv_2_normal_left2_1/Sigmoid"; +"1255 NASNet/separable_conv_2_normal_left2_1/Sigmoid" -> "1256 NASNet/separable_conv_2_normal_left2_1/Round"; +"1256 NASNet/separable_conv_2_normal_left2_1/Round" -> "1259 NASNet/separable_conv_2_normal_left2_1/mul"; +"1257 NASNet/separable_conv_2_normal_left2_1/ReadVariableOp/resource" -> "1258 NASNet/separable_conv_2_normal_left2_1/ReadVariableOp"; +"1258 NASNet/separable_conv_2_normal_left2_1/ReadVariableOp" -> "1259 NASNet/separable_conv_2_normal_left2_1/mul"; +"1259 NASNet/separable_conv_2_normal_left2_1/mul" -> "1269 NASNet/separable_conv_2_normal_left2_1/separable_conv2d/depthwise"; +"1260 NASNet/separable_conv_2_normal_left2_1/Sigmoid_1/ReadVariableOp/resource" -> "1261 NASNet/separable_conv_2_normal_left2_1/Sigmoid_1/ReadVariableOp"; +"1261 NASNet/separable_conv_2_normal_left2_1/Sigmoid_1/ReadVariableOp" -> "1262 NASNet/separable_conv_2_normal_left2_1/Sigmoid_1"; +"1262 NASNet/separable_conv_2_normal_left2_1/Sigmoid_1" -> "1263 NASNet/separable_conv_2_normal_left2_1/Round_1"; +"1263 NASNet/separable_conv_2_normal_left2_1/Round_1" -> "1266 NASNet/separable_conv_2_normal_left2_1/mul_1"; +"1264 NASNet/separable_conv_2_normal_left2_1/ReadVariableOp_1/resource" -> "1265 NASNet/separable_conv_2_normal_left2_1/ReadVariableOp_1"; +"1265 NASNet/separable_conv_2_normal_left2_1/ReadVariableOp_1" -> "1266 NASNet/separable_conv_2_normal_left2_1/mul_1"; +"1266 NASNet/separable_conv_2_normal_left2_1/mul_1" -> "1270 NASNet/separable_conv_2_normal_left2_1/separable_conv2d"; +"1269 NASNet/separable_conv_2_normal_left2_1/separable_conv2d/depthwise" -> "1270 NASNet/separable_conv_2_normal_left2_1/separable_conv2d"; +"1270 NASNet/separable_conv_2_normal_left2_1/separable_conv2d" -> "1327 NASNet/separable_conv_2_bn_normal_left2_1/FusedBatchNormV3"; +"1271 NASNet/separable_conv_2_normal_right1_1/Sigmoid/ReadVariableOp/resource" -> "1272 NASNet/separable_conv_2_normal_right1_1/Sigmoid/ReadVariableOp"; +"1272 NASNet/separable_conv_2_normal_right1_1/Sigmoid/ReadVariableOp" -> "1273 NASNet/separable_conv_2_normal_right1_1/Sigmoid"; +"1273 NASNet/separable_conv_2_normal_right1_1/Sigmoid" -> "1274 NASNet/separable_conv_2_normal_right1_1/Round"; +"1274 NASNet/separable_conv_2_normal_right1_1/Round" -> "1277 NASNet/separable_conv_2_normal_right1_1/mul"; +"1275 NASNet/separable_conv_2_normal_right1_1/ReadVariableOp/resource" -> "1276 NASNet/separable_conv_2_normal_right1_1/ReadVariableOp"; +"1276 NASNet/separable_conv_2_normal_right1_1/ReadVariableOp" -> "1277 NASNet/separable_conv_2_normal_right1_1/mul"; +"1277 NASNet/separable_conv_2_normal_right1_1/mul" -> "1287 NASNet/separable_conv_2_normal_right1_1/separable_conv2d/depthwise"; +"1278 NASNet/separable_conv_2_normal_right1_1/Sigmoid_1/ReadVariableOp/resource" -> "1279 NASNet/separable_conv_2_normal_right1_1/Sigmoid_1/ReadVariableOp"; +"1279 NASNet/separable_conv_2_normal_right1_1/Sigmoid_1/ReadVariableOp" -> "1280 NASNet/separable_conv_2_normal_right1_1/Sigmoid_1"; +"1280 NASNet/separable_conv_2_normal_right1_1/Sigmoid_1" -> "1281 NASNet/separable_conv_2_normal_right1_1/Round_1"; +"1281 NASNet/separable_conv_2_normal_right1_1/Round_1" -> "1284 NASNet/separable_conv_2_normal_right1_1/mul_1"; +"1282 NASNet/separable_conv_2_normal_right1_1/ReadVariableOp_1/resource" -> "1283 NASNet/separable_conv_2_normal_right1_1/ReadVariableOp_1"; +"1283 NASNet/separable_conv_2_normal_right1_1/ReadVariableOp_1" -> "1284 NASNet/separable_conv_2_normal_right1_1/mul_1"; +"1284 NASNet/separable_conv_2_normal_right1_1/mul_1" -> "1288 NASNet/separable_conv_2_normal_right1_1/separable_conv2d"; +"1287 NASNet/separable_conv_2_normal_right1_1/separable_conv2d/depthwise" -> "1288 NASNet/separable_conv_2_normal_right1_1/separable_conv2d"; +"1288 NASNet/separable_conv_2_normal_right1_1/separable_conv2d" -> "1354 NASNet/separable_conv_2_bn_normal_right1_1/FusedBatchNormV3"; +"1289 NASNet/separable_conv_2_normal_left1_1/Sigmoid/ReadVariableOp/resource" -> "1290 NASNet/separable_conv_2_normal_left1_1/Sigmoid/ReadVariableOp"; +"1290 NASNet/separable_conv_2_normal_left1_1/Sigmoid/ReadVariableOp" -> "1291 NASNet/separable_conv_2_normal_left1_1/Sigmoid"; +"1291 NASNet/separable_conv_2_normal_left1_1/Sigmoid" -> "1292 NASNet/separable_conv_2_normal_left1_1/Round"; +"1292 NASNet/separable_conv_2_normal_left1_1/Round" -> "1295 NASNet/separable_conv_2_normal_left1_1/mul"; +"1293 NASNet/separable_conv_2_normal_left1_1/ReadVariableOp/resource" -> "1294 NASNet/separable_conv_2_normal_left1_1/ReadVariableOp"; +"1294 NASNet/separable_conv_2_normal_left1_1/ReadVariableOp" -> "1295 NASNet/separable_conv_2_normal_left1_1/mul"; +"1295 NASNet/separable_conv_2_normal_left1_1/mul" -> "1305 NASNet/separable_conv_2_normal_left1_1/separable_conv2d/depthwise"; +"1296 NASNet/separable_conv_2_normal_left1_1/Sigmoid_1/ReadVariableOp/resource" -> "1297 NASNet/separable_conv_2_normal_left1_1/Sigmoid_1/ReadVariableOp"; +"1297 NASNet/separable_conv_2_normal_left1_1/Sigmoid_1/ReadVariableOp" -> "1298 NASNet/separable_conv_2_normal_left1_1/Sigmoid_1"; +"1298 NASNet/separable_conv_2_normal_left1_1/Sigmoid_1" -> "1299 NASNet/separable_conv_2_normal_left1_1/Round_1"; +"1299 NASNet/separable_conv_2_normal_left1_1/Round_1" -> "1302 NASNet/separable_conv_2_normal_left1_1/mul_1"; +"1300 NASNet/separable_conv_2_normal_left1_1/ReadVariableOp_1/resource" -> "1301 NASNet/separable_conv_2_normal_left1_1/ReadVariableOp_1"; +"1301 NASNet/separable_conv_2_normal_left1_1/ReadVariableOp_1" -> "1302 NASNet/separable_conv_2_normal_left1_1/mul_1"; +"1302 NASNet/separable_conv_2_normal_left1_1/mul_1" -> "1306 NASNet/separable_conv_2_normal_left1_1/separable_conv2d"; +"1305 NASNet/separable_conv_2_normal_left1_1/separable_conv2d/depthwise" -> "1306 NASNet/separable_conv_2_normal_left1_1/separable_conv2d"; +"1306 NASNet/separable_conv_2_normal_left1_1/separable_conv2d" -> "1345 NASNet/separable_conv_2_bn_normal_left1_1/FusedBatchNormV3"; +"1307 NASNet/separable_conv_2_bn_normal_left5_1/ReadVariableOp/resource" -> "1308 NASNet/separable_conv_2_bn_normal_left5_1/ReadVariableOp"; +"1308 NASNet/separable_conv_2_bn_normal_left5_1/ReadVariableOp" -> "1315 NASNet/separable_conv_2_bn_normal_left5_1/FusedBatchNormV3"; +"1309 NASNet/separable_conv_2_bn_normal_left5_1/ReadVariableOp_1/resource" -> "1310 NASNet/separable_conv_2_bn_normal_left5_1/ReadVariableOp_1"; +"1310 NASNet/separable_conv_2_bn_normal_left5_1/ReadVariableOp_1" -> "1315 NASNet/separable_conv_2_bn_normal_left5_1/FusedBatchNormV3"; +"1311 NASNet/separable_conv_2_bn_normal_left5_1/FusedBatchNormV3/ReadVariableOp/resource" -> "1312 NASNet/separable_conv_2_bn_normal_left5_1/FusedBatchNormV3/ReadVariableOp"; +"1312 NASNet/separable_conv_2_bn_normal_left5_1/FusedBatchNormV3/ReadVariableOp" -> "1315 NASNet/separable_conv_2_bn_normal_left5_1/FusedBatchNormV3"; +"1313 NASNet/separable_conv_2_bn_normal_left5_1/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1314 NASNet/separable_conv_2_bn_normal_left5_1/FusedBatchNormV3/ReadVariableOp_1"; +"1314 NASNet/separable_conv_2_bn_normal_left5_1/FusedBatchNormV3/ReadVariableOp_1" -> "1315 NASNet/separable_conv_2_bn_normal_left5_1/FusedBatchNormV3"; +"1315 NASNet/separable_conv_2_bn_normal_left5_1/FusedBatchNormV3" -> "1359 NASNet/normal_add_5_1/add"; +"1316 NASNet/normal_left4_1/AvgPool" -> "1358 NASNet/normal_add_4_1/add"; +"1317 NASNet/normal_right4_1/AvgPool" -> "1358 NASNet/normal_add_4_1/add"; +"1318 NASNet/normal_left3_1/AvgPool" -> "1357 NASNet/normal_add_3_1/add"; +"1319 NASNet/separable_conv_2_bn_normal_left2_1/ReadVariableOp/resource" -> "1320 NASNet/separable_conv_2_bn_normal_left2_1/ReadVariableOp"; +"1320 NASNet/separable_conv_2_bn_normal_left2_1/ReadVariableOp" -> "1327 NASNet/separable_conv_2_bn_normal_left2_1/FusedBatchNormV3"; +"1321 NASNet/separable_conv_2_bn_normal_left2_1/ReadVariableOp_1/resource" -> "1322 NASNet/separable_conv_2_bn_normal_left2_1/ReadVariableOp_1"; +"1322 NASNet/separable_conv_2_bn_normal_left2_1/ReadVariableOp_1" -> "1327 NASNet/separable_conv_2_bn_normal_left2_1/FusedBatchNormV3"; +"1323 NASNet/separable_conv_2_bn_normal_left2_1/FusedBatchNormV3/ReadVariableOp/resource" -> "1324 NASNet/separable_conv_2_bn_normal_left2_1/FusedBatchNormV3/ReadVariableOp"; +"1324 NASNet/separable_conv_2_bn_normal_left2_1/FusedBatchNormV3/ReadVariableOp" -> "1327 NASNet/separable_conv_2_bn_normal_left2_1/FusedBatchNormV3"; +"1325 NASNet/separable_conv_2_bn_normal_left2_1/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1326 NASNet/separable_conv_2_bn_normal_left2_1/FusedBatchNormV3/ReadVariableOp_1"; +"1326 NASNet/separable_conv_2_bn_normal_left2_1/FusedBatchNormV3/ReadVariableOp_1" -> "1327 NASNet/separable_conv_2_bn_normal_left2_1/FusedBatchNormV3"; +"1327 NASNet/separable_conv_2_bn_normal_left2_1/FusedBatchNormV3" -> "1356 NASNet/normal_add_2_1/add"; +"1328 NASNet/separable_conv_2_bn_normal_right2_1/ReadVariableOp/resource" -> "1329 NASNet/separable_conv_2_bn_normal_right2_1/ReadVariableOp"; +"1329 NASNet/separable_conv_2_bn_normal_right2_1/ReadVariableOp" -> "1336 NASNet/separable_conv_2_bn_normal_right2_1/FusedBatchNormV3"; +"1330 NASNet/separable_conv_2_bn_normal_right2_1/ReadVariableOp_1/resource" -> "1331 NASNet/separable_conv_2_bn_normal_right2_1/ReadVariableOp_1"; +"1331 NASNet/separable_conv_2_bn_normal_right2_1/ReadVariableOp_1" -> "1336 NASNet/separable_conv_2_bn_normal_right2_1/FusedBatchNormV3"; +"1332 NASNet/separable_conv_2_bn_normal_right2_1/FusedBatchNormV3/ReadVariableOp/resource" -> "1333 NASNet/separable_conv_2_bn_normal_right2_1/FusedBatchNormV3/ReadVariableOp"; +"1333 NASNet/separable_conv_2_bn_normal_right2_1/FusedBatchNormV3/ReadVariableOp" -> "1336 NASNet/separable_conv_2_bn_normal_right2_1/FusedBatchNormV3"; +"1334 NASNet/separable_conv_2_bn_normal_right2_1/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1335 NASNet/separable_conv_2_bn_normal_right2_1/FusedBatchNormV3/ReadVariableOp_1"; +"1335 NASNet/separable_conv_2_bn_normal_right2_1/FusedBatchNormV3/ReadVariableOp_1" -> "1336 NASNet/separable_conv_2_bn_normal_right2_1/FusedBatchNormV3"; +"1336 NASNet/separable_conv_2_bn_normal_right2_1/FusedBatchNormV3" -> "1356 NASNet/normal_add_2_1/add"; +"1337 NASNet/separable_conv_2_bn_normal_left1_1/ReadVariableOp/resource" -> "1338 NASNet/separable_conv_2_bn_normal_left1_1/ReadVariableOp"; +"1338 NASNet/separable_conv_2_bn_normal_left1_1/ReadVariableOp" -> "1345 NASNet/separable_conv_2_bn_normal_left1_1/FusedBatchNormV3"; +"1339 NASNet/separable_conv_2_bn_normal_left1_1/ReadVariableOp_1/resource" -> "1340 NASNet/separable_conv_2_bn_normal_left1_1/ReadVariableOp_1"; +"1340 NASNet/separable_conv_2_bn_normal_left1_1/ReadVariableOp_1" -> "1345 NASNet/separable_conv_2_bn_normal_left1_1/FusedBatchNormV3"; +"1341 NASNet/separable_conv_2_bn_normal_left1_1/FusedBatchNormV3/ReadVariableOp/resource" -> "1342 NASNet/separable_conv_2_bn_normal_left1_1/FusedBatchNormV3/ReadVariableOp"; +"1342 NASNet/separable_conv_2_bn_normal_left1_1/FusedBatchNormV3/ReadVariableOp" -> "1345 NASNet/separable_conv_2_bn_normal_left1_1/FusedBatchNormV3"; +"1343 NASNet/separable_conv_2_bn_normal_left1_1/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1344 NASNet/separable_conv_2_bn_normal_left1_1/FusedBatchNormV3/ReadVariableOp_1"; +"1344 NASNet/separable_conv_2_bn_normal_left1_1/FusedBatchNormV3/ReadVariableOp_1" -> "1345 NASNet/separable_conv_2_bn_normal_left1_1/FusedBatchNormV3"; +"1345 NASNet/separable_conv_2_bn_normal_left1_1/FusedBatchNormV3" -> "1355 NASNet/normal_add_1_1/add"; +"1346 NASNet/separable_conv_2_bn_normal_right1_1/ReadVariableOp/resource" -> "1347 NASNet/separable_conv_2_bn_normal_right1_1/ReadVariableOp"; +"1347 NASNet/separable_conv_2_bn_normal_right1_1/ReadVariableOp" -> "1354 NASNet/separable_conv_2_bn_normal_right1_1/FusedBatchNormV3"; +"1348 NASNet/separable_conv_2_bn_normal_right1_1/ReadVariableOp_1/resource" -> "1349 NASNet/separable_conv_2_bn_normal_right1_1/ReadVariableOp_1"; +"1349 NASNet/separable_conv_2_bn_normal_right1_1/ReadVariableOp_1" -> "1354 NASNet/separable_conv_2_bn_normal_right1_1/FusedBatchNormV3"; +"1350 NASNet/separable_conv_2_bn_normal_right1_1/FusedBatchNormV3/ReadVariableOp/resource" -> "1351 NASNet/separable_conv_2_bn_normal_right1_1/FusedBatchNormV3/ReadVariableOp"; +"1351 NASNet/separable_conv_2_bn_normal_right1_1/FusedBatchNormV3/ReadVariableOp" -> "1354 NASNet/separable_conv_2_bn_normal_right1_1/FusedBatchNormV3"; +"1352 NASNet/separable_conv_2_bn_normal_right1_1/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1353 NASNet/separable_conv_2_bn_normal_right1_1/FusedBatchNormV3/ReadVariableOp_1"; +"1353 NASNet/separable_conv_2_bn_normal_right1_1/FusedBatchNormV3/ReadVariableOp_1" -> "1354 NASNet/separable_conv_2_bn_normal_right1_1/FusedBatchNormV3"; +"1354 NASNet/separable_conv_2_bn_normal_right1_1/FusedBatchNormV3" -> "1355 NASNet/normal_add_1_1/add"; +"1355 NASNet/normal_add_1_1/add" -> "1361 NASNet/normal_concat_1/concat"; +"1356 NASNet/normal_add_2_1/add" -> "1361 NASNet/normal_concat_1/concat"; +"1357 NASNet/normal_add_3_1/add" -> "1361 NASNet/normal_concat_1/concat"; +"1358 NASNet/normal_add_4_1/add" -> "1361 NASNet/normal_concat_1/concat"; +"1359 NASNet/normal_add_5_1/add" -> "1361 NASNet/normal_concat_1/concat"; +"1360 NASNet/normal_concat_1/concat/axis" -> "1361 NASNet/normal_concat_1/concat"; +"1361 NASNet/normal_concat_1/concat" -> "1362 NASNet/activation_46/Relu"; +"1361 NASNet/normal_concat_1/concat" -> "1689 NASNet/activation_57/Relu"; +"1362 NASNet/activation_46/Relu" -> "1371 NASNet/normal_conv_1_2/Conv2D"; +"1363 NASNet/activation_45/Relu" -> "1379 NASNet/adjust_conv_projection_2/Conv2D"; +"1364 NASNet/normal_conv_1_2/Sigmoid/ReadVariableOp/resource" -> "1365 NASNet/normal_conv_1_2/Sigmoid/ReadVariableOp"; +"1365 NASNet/normal_conv_1_2/Sigmoid/ReadVariableOp" -> "1366 NASNet/normal_conv_1_2/Sigmoid"; +"1366 NASNet/normal_conv_1_2/Sigmoid" -> "1367 NASNet/normal_conv_1_2/Round"; +"1367 NASNet/normal_conv_1_2/Round" -> "1370 NASNet/normal_conv_1_2/mul"; +"1368 NASNet/normal_conv_1_2/ReadVariableOp/resource" -> "1369 NASNet/normal_conv_1_2/ReadVariableOp"; +"1369 NASNet/normal_conv_1_2/ReadVariableOp" -> "1370 NASNet/normal_conv_1_2/mul"; +"1370 NASNet/normal_conv_1_2/mul" -> "1371 NASNet/normal_conv_1_2/Conv2D"; +"1371 NASNet/normal_conv_1_2/Conv2D" -> "1397 NASNet/normal_bn_1_2/FusedBatchNormV3"; +"1372 NASNet/adjust_conv_projection_2/Sigmoid/ReadVariableOp/resource" -> "1373 NASNet/adjust_conv_projection_2/Sigmoid/ReadVariableOp"; +"1373 NASNet/adjust_conv_projection_2/Sigmoid/ReadVariableOp" -> "1374 NASNet/adjust_conv_projection_2/Sigmoid"; +"1374 NASNet/adjust_conv_projection_2/Sigmoid" -> "1375 NASNet/adjust_conv_projection_2/Round"; +"1375 NASNet/adjust_conv_projection_2/Round" -> "1378 NASNet/adjust_conv_projection_2/mul"; +"1376 NASNet/adjust_conv_projection_2/ReadVariableOp/resource" -> "1377 NASNet/adjust_conv_projection_2/ReadVariableOp"; +"1377 NASNet/adjust_conv_projection_2/ReadVariableOp" -> "1378 NASNet/adjust_conv_projection_2/mul"; +"1378 NASNet/adjust_conv_projection_2/mul" -> "1379 NASNet/adjust_conv_projection_2/Conv2D"; +"1379 NASNet/adjust_conv_projection_2/Conv2D" -> "1388 NASNet/adjust_bn_2/FusedBatchNormV3"; +"1380 NASNet/adjust_bn_2/ReadVariableOp/resource" -> "1381 NASNet/adjust_bn_2/ReadVariableOp"; +"1381 NASNet/adjust_bn_2/ReadVariableOp" -> "1388 NASNet/adjust_bn_2/FusedBatchNormV3"; +"1382 NASNet/adjust_bn_2/ReadVariableOp_1/resource" -> "1383 NASNet/adjust_bn_2/ReadVariableOp_1"; +"1383 NASNet/adjust_bn_2/ReadVariableOp_1" -> "1388 NASNet/adjust_bn_2/FusedBatchNormV3"; +"1384 NASNet/adjust_bn_2/FusedBatchNormV3/ReadVariableOp/resource" -> "1385 NASNet/adjust_bn_2/FusedBatchNormV3/ReadVariableOp"; +"1385 NASNet/adjust_bn_2/FusedBatchNormV3/ReadVariableOp" -> "1388 NASNet/adjust_bn_2/FusedBatchNormV3"; +"1386 NASNet/adjust_bn_2/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1387 NASNet/adjust_bn_2/FusedBatchNormV3/ReadVariableOp_1"; +"1387 NASNet/adjust_bn_2/FusedBatchNormV3/ReadVariableOp_1" -> "1388 NASNet/adjust_bn_2/FusedBatchNormV3"; +"1388 NASNet/adjust_bn_2/FusedBatchNormV3" -> "1399 NASNet/activation_53/Relu"; +"1388 NASNet/adjust_bn_2/FusedBatchNormV3" -> "1400 NASNet/activation_51/Relu"; +"1388 NASNet/adjust_bn_2/FusedBatchNormV3" -> "1401 NASNet/activation_49/Relu"; +"1388 NASNet/adjust_bn_2/FusedBatchNormV3" -> "1642 NASNet/normal_left4_2/AvgPool"; +"1388 NASNet/adjust_bn_2/FusedBatchNormV3" -> "1643 NASNet/normal_right4_2/AvgPool"; +"1388 NASNet/adjust_bn_2/FusedBatchNormV3" -> "1683 NASNet/normal_add_3_2/add"; +"1388 NASNet/adjust_bn_2/FusedBatchNormV3" -> "1687 NASNet/normal_concat_2/concat"; +"1389 NASNet/normal_bn_1_2/ReadVariableOp/resource" -> "1390 NASNet/normal_bn_1_2/ReadVariableOp"; +"1390 NASNet/normal_bn_1_2/ReadVariableOp" -> "1397 NASNet/normal_bn_1_2/FusedBatchNormV3"; +"1391 NASNet/normal_bn_1_2/ReadVariableOp_1/resource" -> "1392 NASNet/normal_bn_1_2/ReadVariableOp_1"; +"1392 NASNet/normal_bn_1_2/ReadVariableOp_1" -> "1397 NASNet/normal_bn_1_2/FusedBatchNormV3"; +"1393 NASNet/normal_bn_1_2/FusedBatchNormV3/ReadVariableOp/resource" -> "1394 NASNet/normal_bn_1_2/FusedBatchNormV3/ReadVariableOp"; +"1394 NASNet/normal_bn_1_2/FusedBatchNormV3/ReadVariableOp" -> "1397 NASNet/normal_bn_1_2/FusedBatchNormV3"; +"1395 NASNet/normal_bn_1_2/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1396 NASNet/normal_bn_1_2/FusedBatchNormV3/ReadVariableOp_1"; +"1396 NASNet/normal_bn_1_2/FusedBatchNormV3/ReadVariableOp_1" -> "1397 NASNet/normal_bn_1_2/FusedBatchNormV3"; +"1397 NASNet/normal_bn_1_2/FusedBatchNormV3" -> "1398 NASNet/activation_55/Relu"; +"1397 NASNet/normal_bn_1_2/FusedBatchNormV3" -> "1402 NASNet/activation_47/Relu"; +"1397 NASNet/normal_bn_1_2/FusedBatchNormV3" -> "1644 NASNet/normal_left3_2/AvgPool"; +"1397 NASNet/normal_bn_1_2/FusedBatchNormV3" -> "1685 NASNet/normal_add_5_2/add"; +"1398 NASNet/activation_55/Relu" -> "1419 NASNet/separable_conv_1_normal_left5_2/separable_conv2d/depthwise"; +"1399 NASNet/activation_53/Relu" -> "1437 NASNet/separable_conv_1_normal_right2_2/separable_conv2d/depthwise"; +"1400 NASNet/activation_51/Relu" -> "1455 NASNet/separable_conv_1_normal_left2_2/separable_conv2d/depthwise"; +"1401 NASNet/activation_49/Relu" -> "1473 NASNet/separable_conv_1_normal_right1_2/separable_conv2d/depthwise"; +"1402 NASNet/activation_47/Relu" -> "1491 NASNet/separable_conv_1_normal_left1_2/separable_conv2d/depthwise"; +"1403 NASNet/separable_conv_1_normal_left5_2/Sigmoid/ReadVariableOp/resource" -> "1404 NASNet/separable_conv_1_normal_left5_2/Sigmoid/ReadVariableOp"; +"1404 NASNet/separable_conv_1_normal_left5_2/Sigmoid/ReadVariableOp" -> "1405 NASNet/separable_conv_1_normal_left5_2/Sigmoid"; +"1405 NASNet/separable_conv_1_normal_left5_2/Sigmoid" -> "1406 NASNet/separable_conv_1_normal_left5_2/Round"; +"1406 NASNet/separable_conv_1_normal_left5_2/Round" -> "1409 NASNet/separable_conv_1_normal_left5_2/mul"; +"1407 NASNet/separable_conv_1_normal_left5_2/ReadVariableOp/resource" -> "1408 NASNet/separable_conv_1_normal_left5_2/ReadVariableOp"; +"1408 NASNet/separable_conv_1_normal_left5_2/ReadVariableOp" -> "1409 NASNet/separable_conv_1_normal_left5_2/mul"; +"1409 NASNet/separable_conv_1_normal_left5_2/mul" -> "1419 NASNet/separable_conv_1_normal_left5_2/separable_conv2d/depthwise"; +"1410 NASNet/separable_conv_1_normal_left5_2/Sigmoid_1/ReadVariableOp/resource" -> "1411 NASNet/separable_conv_1_normal_left5_2/Sigmoid_1/ReadVariableOp"; +"1411 NASNet/separable_conv_1_normal_left5_2/Sigmoid_1/ReadVariableOp" -> "1412 NASNet/separable_conv_1_normal_left5_2/Sigmoid_1"; +"1412 NASNet/separable_conv_1_normal_left5_2/Sigmoid_1" -> "1413 NASNet/separable_conv_1_normal_left5_2/Round_1"; +"1413 NASNet/separable_conv_1_normal_left5_2/Round_1" -> "1416 NASNet/separable_conv_1_normal_left5_2/mul_1"; +"1414 NASNet/separable_conv_1_normal_left5_2/ReadVariableOp_1/resource" -> "1415 NASNet/separable_conv_1_normal_left5_2/ReadVariableOp_1"; +"1415 NASNet/separable_conv_1_normal_left5_2/ReadVariableOp_1" -> "1416 NASNet/separable_conv_1_normal_left5_2/mul_1"; +"1416 NASNet/separable_conv_1_normal_left5_2/mul_1" -> "1420 NASNet/separable_conv_1_normal_left5_2/separable_conv2d"; +"1419 NASNet/separable_conv_1_normal_left5_2/separable_conv2d/depthwise" -> "1420 NASNet/separable_conv_1_normal_left5_2/separable_conv2d"; +"1420 NASNet/separable_conv_1_normal_left5_2/separable_conv2d" -> "1501 NASNet/separable_conv_1_bn_normal_left5_2/FusedBatchNormV3"; +"1421 NASNet/separable_conv_1_normal_right2_2/Sigmoid/ReadVariableOp/resource" -> "1422 NASNet/separable_conv_1_normal_right2_2/Sigmoid/ReadVariableOp"; +"1422 NASNet/separable_conv_1_normal_right2_2/Sigmoid/ReadVariableOp" -> "1423 NASNet/separable_conv_1_normal_right2_2/Sigmoid"; +"1423 NASNet/separable_conv_1_normal_right2_2/Sigmoid" -> "1424 NASNet/separable_conv_1_normal_right2_2/Round"; +"1424 NASNet/separable_conv_1_normal_right2_2/Round" -> "1427 NASNet/separable_conv_1_normal_right2_2/mul"; +"1425 NASNet/separable_conv_1_normal_right2_2/ReadVariableOp/resource" -> "1426 NASNet/separable_conv_1_normal_right2_2/ReadVariableOp"; +"1426 NASNet/separable_conv_1_normal_right2_2/ReadVariableOp" -> "1427 NASNet/separable_conv_1_normal_right2_2/mul"; +"1427 NASNet/separable_conv_1_normal_right2_2/mul" -> "1437 NASNet/separable_conv_1_normal_right2_2/separable_conv2d/depthwise"; +"1428 NASNet/separable_conv_1_normal_right2_2/Sigmoid_1/ReadVariableOp/resource" -> "1429 NASNet/separable_conv_1_normal_right2_2/Sigmoid_1/ReadVariableOp"; +"1429 NASNet/separable_conv_1_normal_right2_2/Sigmoid_1/ReadVariableOp" -> "1430 NASNet/separable_conv_1_normal_right2_2/Sigmoid_1"; +"1430 NASNet/separable_conv_1_normal_right2_2/Sigmoid_1" -> "1431 NASNet/separable_conv_1_normal_right2_2/Round_1"; +"1431 NASNet/separable_conv_1_normal_right2_2/Round_1" -> "1434 NASNet/separable_conv_1_normal_right2_2/mul_1"; +"1432 NASNet/separable_conv_1_normal_right2_2/ReadVariableOp_1/resource" -> "1433 NASNet/separable_conv_1_normal_right2_2/ReadVariableOp_1"; +"1433 NASNet/separable_conv_1_normal_right2_2/ReadVariableOp_1" -> "1434 NASNet/separable_conv_1_normal_right2_2/mul_1"; +"1434 NASNet/separable_conv_1_normal_right2_2/mul_1" -> "1438 NASNet/separable_conv_1_normal_right2_2/separable_conv2d"; +"1437 NASNet/separable_conv_1_normal_right2_2/separable_conv2d/depthwise" -> "1438 NASNet/separable_conv_1_normal_right2_2/separable_conv2d"; +"1438 NASNet/separable_conv_1_normal_right2_2/separable_conv2d" -> "1510 NASNet/separable_conv_1_bn_normal_right2_2/FusedBatchNormV3"; +"1439 NASNet/separable_conv_1_normal_left2_2/Sigmoid/ReadVariableOp/resource" -> "1440 NASNet/separable_conv_1_normal_left2_2/Sigmoid/ReadVariableOp"; +"1440 NASNet/separable_conv_1_normal_left2_2/Sigmoid/ReadVariableOp" -> "1441 NASNet/separable_conv_1_normal_left2_2/Sigmoid"; +"1441 NASNet/separable_conv_1_normal_left2_2/Sigmoid" -> "1442 NASNet/separable_conv_1_normal_left2_2/Round"; +"1442 NASNet/separable_conv_1_normal_left2_2/Round" -> "1445 NASNet/separable_conv_1_normal_left2_2/mul"; +"1443 NASNet/separable_conv_1_normal_left2_2/ReadVariableOp/resource" -> "1444 NASNet/separable_conv_1_normal_left2_2/ReadVariableOp"; +"1444 NASNet/separable_conv_1_normal_left2_2/ReadVariableOp" -> "1445 NASNet/separable_conv_1_normal_left2_2/mul"; +"1445 NASNet/separable_conv_1_normal_left2_2/mul" -> "1455 NASNet/separable_conv_1_normal_left2_2/separable_conv2d/depthwise"; +"1446 NASNet/separable_conv_1_normal_left2_2/Sigmoid_1/ReadVariableOp/resource" -> "1447 NASNet/separable_conv_1_normal_left2_2/Sigmoid_1/ReadVariableOp"; +"1447 NASNet/separable_conv_1_normal_left2_2/Sigmoid_1/ReadVariableOp" -> "1448 NASNet/separable_conv_1_normal_left2_2/Sigmoid_1"; +"1448 NASNet/separable_conv_1_normal_left2_2/Sigmoid_1" -> "1449 NASNet/separable_conv_1_normal_left2_2/Round_1"; +"1449 NASNet/separable_conv_1_normal_left2_2/Round_1" -> "1452 NASNet/separable_conv_1_normal_left2_2/mul_1"; +"1450 NASNet/separable_conv_1_normal_left2_2/ReadVariableOp_1/resource" -> "1451 NASNet/separable_conv_1_normal_left2_2/ReadVariableOp_1"; +"1451 NASNet/separable_conv_1_normal_left2_2/ReadVariableOp_1" -> "1452 NASNet/separable_conv_1_normal_left2_2/mul_1"; +"1452 NASNet/separable_conv_1_normal_left2_2/mul_1" -> "1456 NASNet/separable_conv_1_normal_left2_2/separable_conv2d"; +"1455 NASNet/separable_conv_1_normal_left2_2/separable_conv2d/depthwise" -> "1456 NASNet/separable_conv_1_normal_left2_2/separable_conv2d"; +"1456 NASNet/separable_conv_1_normal_left2_2/separable_conv2d" -> "1519 NASNet/separable_conv_1_bn_normal_left2_2/FusedBatchNormV3"; +"1457 NASNet/separable_conv_1_normal_right1_2/Sigmoid/ReadVariableOp/resource" -> "1458 NASNet/separable_conv_1_normal_right1_2/Sigmoid/ReadVariableOp"; +"1458 NASNet/separable_conv_1_normal_right1_2/Sigmoid/ReadVariableOp" -> "1459 NASNet/separable_conv_1_normal_right1_2/Sigmoid"; +"1459 NASNet/separable_conv_1_normal_right1_2/Sigmoid" -> "1460 NASNet/separable_conv_1_normal_right1_2/Round"; +"1460 NASNet/separable_conv_1_normal_right1_2/Round" -> "1463 NASNet/separable_conv_1_normal_right1_2/mul"; +"1461 NASNet/separable_conv_1_normal_right1_2/ReadVariableOp/resource" -> "1462 NASNet/separable_conv_1_normal_right1_2/ReadVariableOp"; +"1462 NASNet/separable_conv_1_normal_right1_2/ReadVariableOp" -> "1463 NASNet/separable_conv_1_normal_right1_2/mul"; +"1463 NASNet/separable_conv_1_normal_right1_2/mul" -> "1473 NASNet/separable_conv_1_normal_right1_2/separable_conv2d/depthwise"; +"1464 NASNet/separable_conv_1_normal_right1_2/Sigmoid_1/ReadVariableOp/resource" -> "1465 NASNet/separable_conv_1_normal_right1_2/Sigmoid_1/ReadVariableOp"; +"1465 NASNet/separable_conv_1_normal_right1_2/Sigmoid_1/ReadVariableOp" -> "1466 NASNet/separable_conv_1_normal_right1_2/Sigmoid_1"; +"1466 NASNet/separable_conv_1_normal_right1_2/Sigmoid_1" -> "1467 NASNet/separable_conv_1_normal_right1_2/Round_1"; +"1467 NASNet/separable_conv_1_normal_right1_2/Round_1" -> "1470 NASNet/separable_conv_1_normal_right1_2/mul_1"; +"1468 NASNet/separable_conv_1_normal_right1_2/ReadVariableOp_1/resource" -> "1469 NASNet/separable_conv_1_normal_right1_2/ReadVariableOp_1"; +"1469 NASNet/separable_conv_1_normal_right1_2/ReadVariableOp_1" -> "1470 NASNet/separable_conv_1_normal_right1_2/mul_1"; +"1470 NASNet/separable_conv_1_normal_right1_2/mul_1" -> "1474 NASNet/separable_conv_1_normal_right1_2/separable_conv2d"; +"1473 NASNet/separable_conv_1_normal_right1_2/separable_conv2d/depthwise" -> "1474 NASNet/separable_conv_1_normal_right1_2/separable_conv2d"; +"1474 NASNet/separable_conv_1_normal_right1_2/separable_conv2d" -> "1528 NASNet/separable_conv_1_bn_normal_right1_2/FusedBatchNormV3"; +"1475 NASNet/separable_conv_1_normal_left1_2/Sigmoid/ReadVariableOp/resource" -> "1476 NASNet/separable_conv_1_normal_left1_2/Sigmoid/ReadVariableOp"; +"1476 NASNet/separable_conv_1_normal_left1_2/Sigmoid/ReadVariableOp" -> "1477 NASNet/separable_conv_1_normal_left1_2/Sigmoid"; +"1477 NASNet/separable_conv_1_normal_left1_2/Sigmoid" -> "1478 NASNet/separable_conv_1_normal_left1_2/Round"; +"1478 NASNet/separable_conv_1_normal_left1_2/Round" -> "1481 NASNet/separable_conv_1_normal_left1_2/mul"; +"1479 NASNet/separable_conv_1_normal_left1_2/ReadVariableOp/resource" -> "1480 NASNet/separable_conv_1_normal_left1_2/ReadVariableOp"; +"1480 NASNet/separable_conv_1_normal_left1_2/ReadVariableOp" -> "1481 NASNet/separable_conv_1_normal_left1_2/mul"; +"1481 NASNet/separable_conv_1_normal_left1_2/mul" -> "1491 NASNet/separable_conv_1_normal_left1_2/separable_conv2d/depthwise"; +"1482 NASNet/separable_conv_1_normal_left1_2/Sigmoid_1/ReadVariableOp/resource" -> "1483 NASNet/separable_conv_1_normal_left1_2/Sigmoid_1/ReadVariableOp"; +"1483 NASNet/separable_conv_1_normal_left1_2/Sigmoid_1/ReadVariableOp" -> "1484 NASNet/separable_conv_1_normal_left1_2/Sigmoid_1"; +"1484 NASNet/separable_conv_1_normal_left1_2/Sigmoid_1" -> "1485 NASNet/separable_conv_1_normal_left1_2/Round_1"; +"1485 NASNet/separable_conv_1_normal_left1_2/Round_1" -> "1488 NASNet/separable_conv_1_normal_left1_2/mul_1"; +"1486 NASNet/separable_conv_1_normal_left1_2/ReadVariableOp_1/resource" -> "1487 NASNet/separable_conv_1_normal_left1_2/ReadVariableOp_1"; +"1487 NASNet/separable_conv_1_normal_left1_2/ReadVariableOp_1" -> "1488 NASNet/separable_conv_1_normal_left1_2/mul_1"; +"1488 NASNet/separable_conv_1_normal_left1_2/mul_1" -> "1492 NASNet/separable_conv_1_normal_left1_2/separable_conv2d"; +"1491 NASNet/separable_conv_1_normal_left1_2/separable_conv2d/depthwise" -> "1492 NASNet/separable_conv_1_normal_left1_2/separable_conv2d"; +"1492 NASNet/separable_conv_1_normal_left1_2/separable_conv2d" -> "1537 NASNet/separable_conv_1_bn_normal_left1_2/FusedBatchNormV3"; +"1493 NASNet/separable_conv_1_bn_normal_left5_2/ReadVariableOp/resource" -> "1494 NASNet/separable_conv_1_bn_normal_left5_2/ReadVariableOp"; +"1494 NASNet/separable_conv_1_bn_normal_left5_2/ReadVariableOp" -> "1501 NASNet/separable_conv_1_bn_normal_left5_2/FusedBatchNormV3"; +"1495 NASNet/separable_conv_1_bn_normal_left5_2/ReadVariableOp_1/resource" -> "1496 NASNet/separable_conv_1_bn_normal_left5_2/ReadVariableOp_1"; +"1496 NASNet/separable_conv_1_bn_normal_left5_2/ReadVariableOp_1" -> "1501 NASNet/separable_conv_1_bn_normal_left5_2/FusedBatchNormV3"; +"1497 NASNet/separable_conv_1_bn_normal_left5_2/FusedBatchNormV3/ReadVariableOp/resource" -> "1498 NASNet/separable_conv_1_bn_normal_left5_2/FusedBatchNormV3/ReadVariableOp"; +"1498 NASNet/separable_conv_1_bn_normal_left5_2/FusedBatchNormV3/ReadVariableOp" -> "1501 NASNet/separable_conv_1_bn_normal_left5_2/FusedBatchNormV3"; +"1499 NASNet/separable_conv_1_bn_normal_left5_2/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1500 NASNet/separable_conv_1_bn_normal_left5_2/FusedBatchNormV3/ReadVariableOp_1"; +"1500 NASNet/separable_conv_1_bn_normal_left5_2/FusedBatchNormV3/ReadVariableOp_1" -> "1501 NASNet/separable_conv_1_bn_normal_left5_2/FusedBatchNormV3"; +"1501 NASNet/separable_conv_1_bn_normal_left5_2/FusedBatchNormV3" -> "1538 NASNet/activation_56/Relu"; +"1502 NASNet/separable_conv_1_bn_normal_right2_2/ReadVariableOp/resource" -> "1503 NASNet/separable_conv_1_bn_normal_right2_2/ReadVariableOp"; +"1503 NASNet/separable_conv_1_bn_normal_right2_2/ReadVariableOp" -> "1510 NASNet/separable_conv_1_bn_normal_right2_2/FusedBatchNormV3"; +"1504 NASNet/separable_conv_1_bn_normal_right2_2/ReadVariableOp_1/resource" -> "1505 NASNet/separable_conv_1_bn_normal_right2_2/ReadVariableOp_1"; +"1505 NASNet/separable_conv_1_bn_normal_right2_2/ReadVariableOp_1" -> "1510 NASNet/separable_conv_1_bn_normal_right2_2/FusedBatchNormV3"; +"1506 NASNet/separable_conv_1_bn_normal_right2_2/FusedBatchNormV3/ReadVariableOp/resource" -> "1507 NASNet/separable_conv_1_bn_normal_right2_2/FusedBatchNormV3/ReadVariableOp"; +"1507 NASNet/separable_conv_1_bn_normal_right2_2/FusedBatchNormV3/ReadVariableOp" -> "1510 NASNet/separable_conv_1_bn_normal_right2_2/FusedBatchNormV3"; +"1508 NASNet/separable_conv_1_bn_normal_right2_2/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1509 NASNet/separable_conv_1_bn_normal_right2_2/FusedBatchNormV3/ReadVariableOp_1"; +"1509 NASNet/separable_conv_1_bn_normal_right2_2/FusedBatchNormV3/ReadVariableOp_1" -> "1510 NASNet/separable_conv_1_bn_normal_right2_2/FusedBatchNormV3"; +"1510 NASNet/separable_conv_1_bn_normal_right2_2/FusedBatchNormV3" -> "1539 NASNet/activation_54/Relu"; +"1511 NASNet/separable_conv_1_bn_normal_left2_2/ReadVariableOp/resource" -> "1512 NASNet/separable_conv_1_bn_normal_left2_2/ReadVariableOp"; +"1512 NASNet/separable_conv_1_bn_normal_left2_2/ReadVariableOp" -> "1519 NASNet/separable_conv_1_bn_normal_left2_2/FusedBatchNormV3"; +"1513 NASNet/separable_conv_1_bn_normal_left2_2/ReadVariableOp_1/resource" -> "1514 NASNet/separable_conv_1_bn_normal_left2_2/ReadVariableOp_1"; +"1514 NASNet/separable_conv_1_bn_normal_left2_2/ReadVariableOp_1" -> "1519 NASNet/separable_conv_1_bn_normal_left2_2/FusedBatchNormV3"; +"1515 NASNet/separable_conv_1_bn_normal_left2_2/FusedBatchNormV3/ReadVariableOp/resource" -> "1516 NASNet/separable_conv_1_bn_normal_left2_2/FusedBatchNormV3/ReadVariableOp"; +"1516 NASNet/separable_conv_1_bn_normal_left2_2/FusedBatchNormV3/ReadVariableOp" -> "1519 NASNet/separable_conv_1_bn_normal_left2_2/FusedBatchNormV3"; +"1517 NASNet/separable_conv_1_bn_normal_left2_2/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1518 NASNet/separable_conv_1_bn_normal_left2_2/FusedBatchNormV3/ReadVariableOp_1"; +"1518 NASNet/separable_conv_1_bn_normal_left2_2/FusedBatchNormV3/ReadVariableOp_1" -> "1519 NASNet/separable_conv_1_bn_normal_left2_2/FusedBatchNormV3"; +"1519 NASNet/separable_conv_1_bn_normal_left2_2/FusedBatchNormV3" -> "1540 NASNet/activation_52/Relu"; +"1520 NASNet/separable_conv_1_bn_normal_right1_2/ReadVariableOp/resource" -> "1521 NASNet/separable_conv_1_bn_normal_right1_2/ReadVariableOp"; +"1521 NASNet/separable_conv_1_bn_normal_right1_2/ReadVariableOp" -> "1528 NASNet/separable_conv_1_bn_normal_right1_2/FusedBatchNormV3"; +"1522 NASNet/separable_conv_1_bn_normal_right1_2/ReadVariableOp_1/resource" -> "1523 NASNet/separable_conv_1_bn_normal_right1_2/ReadVariableOp_1"; +"1523 NASNet/separable_conv_1_bn_normal_right1_2/ReadVariableOp_1" -> "1528 NASNet/separable_conv_1_bn_normal_right1_2/FusedBatchNormV3"; +"1524 NASNet/separable_conv_1_bn_normal_right1_2/FusedBatchNormV3/ReadVariableOp/resource" -> "1525 NASNet/separable_conv_1_bn_normal_right1_2/FusedBatchNormV3/ReadVariableOp"; +"1525 NASNet/separable_conv_1_bn_normal_right1_2/FusedBatchNormV3/ReadVariableOp" -> "1528 NASNet/separable_conv_1_bn_normal_right1_2/FusedBatchNormV3"; +"1526 NASNet/separable_conv_1_bn_normal_right1_2/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1527 NASNet/separable_conv_1_bn_normal_right1_2/FusedBatchNormV3/ReadVariableOp_1"; +"1527 NASNet/separable_conv_1_bn_normal_right1_2/FusedBatchNormV3/ReadVariableOp_1" -> "1528 NASNet/separable_conv_1_bn_normal_right1_2/FusedBatchNormV3"; +"1528 NASNet/separable_conv_1_bn_normal_right1_2/FusedBatchNormV3" -> "1541 NASNet/activation_50/Relu"; +"1529 NASNet/separable_conv_1_bn_normal_left1_2/ReadVariableOp/resource" -> "1530 NASNet/separable_conv_1_bn_normal_left1_2/ReadVariableOp"; +"1530 NASNet/separable_conv_1_bn_normal_left1_2/ReadVariableOp" -> "1537 NASNet/separable_conv_1_bn_normal_left1_2/FusedBatchNormV3"; +"1531 NASNet/separable_conv_1_bn_normal_left1_2/ReadVariableOp_1/resource" -> "1532 NASNet/separable_conv_1_bn_normal_left1_2/ReadVariableOp_1"; +"1532 NASNet/separable_conv_1_bn_normal_left1_2/ReadVariableOp_1" -> "1537 NASNet/separable_conv_1_bn_normal_left1_2/FusedBatchNormV3"; +"1533 NASNet/separable_conv_1_bn_normal_left1_2/FusedBatchNormV3/ReadVariableOp/resource" -> "1534 NASNet/separable_conv_1_bn_normal_left1_2/FusedBatchNormV3/ReadVariableOp"; +"1534 NASNet/separable_conv_1_bn_normal_left1_2/FusedBatchNormV3/ReadVariableOp" -> "1537 NASNet/separable_conv_1_bn_normal_left1_2/FusedBatchNormV3"; +"1535 NASNet/separable_conv_1_bn_normal_left1_2/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1536 NASNet/separable_conv_1_bn_normal_left1_2/FusedBatchNormV3/ReadVariableOp_1"; +"1536 NASNet/separable_conv_1_bn_normal_left1_2/FusedBatchNormV3/ReadVariableOp_1" -> "1537 NASNet/separable_conv_1_bn_normal_left1_2/FusedBatchNormV3"; +"1537 NASNet/separable_conv_1_bn_normal_left1_2/FusedBatchNormV3" -> "1542 NASNet/activation_48/Relu"; +"1538 NASNet/activation_56/Relu" -> "1559 NASNet/separable_conv_2_normal_left5_2/separable_conv2d/depthwise"; +"1539 NASNet/activation_54/Relu" -> "1577 NASNet/separable_conv_2_normal_right2_2/separable_conv2d/depthwise"; +"1540 NASNet/activation_52/Relu" -> "1595 NASNet/separable_conv_2_normal_left2_2/separable_conv2d/depthwise"; +"1541 NASNet/activation_50/Relu" -> "1613 NASNet/separable_conv_2_normal_right1_2/separable_conv2d/depthwise"; +"1542 NASNet/activation_48/Relu" -> "1631 NASNet/separable_conv_2_normal_left1_2/separable_conv2d/depthwise"; +"1543 NASNet/separable_conv_2_normal_left5_2/Sigmoid/ReadVariableOp/resource" -> "1544 NASNet/separable_conv_2_normal_left5_2/Sigmoid/ReadVariableOp"; +"1544 NASNet/separable_conv_2_normal_left5_2/Sigmoid/ReadVariableOp" -> "1545 NASNet/separable_conv_2_normal_left5_2/Sigmoid"; +"1545 NASNet/separable_conv_2_normal_left5_2/Sigmoid" -> "1546 NASNet/separable_conv_2_normal_left5_2/Round"; +"1546 NASNet/separable_conv_2_normal_left5_2/Round" -> "1549 NASNet/separable_conv_2_normal_left5_2/mul"; +"1547 NASNet/separable_conv_2_normal_left5_2/ReadVariableOp/resource" -> "1548 NASNet/separable_conv_2_normal_left5_2/ReadVariableOp"; +"1548 NASNet/separable_conv_2_normal_left5_2/ReadVariableOp" -> "1549 NASNet/separable_conv_2_normal_left5_2/mul"; +"1549 NASNet/separable_conv_2_normal_left5_2/mul" -> "1559 NASNet/separable_conv_2_normal_left5_2/separable_conv2d/depthwise"; +"1550 NASNet/separable_conv_2_normal_left5_2/Sigmoid_1/ReadVariableOp/resource" -> "1551 NASNet/separable_conv_2_normal_left5_2/Sigmoid_1/ReadVariableOp"; +"1551 NASNet/separable_conv_2_normal_left5_2/Sigmoid_1/ReadVariableOp" -> "1552 NASNet/separable_conv_2_normal_left5_2/Sigmoid_1"; +"1552 NASNet/separable_conv_2_normal_left5_2/Sigmoid_1" -> "1553 NASNet/separable_conv_2_normal_left5_2/Round_1"; +"1553 NASNet/separable_conv_2_normal_left5_2/Round_1" -> "1556 NASNet/separable_conv_2_normal_left5_2/mul_1"; +"1554 NASNet/separable_conv_2_normal_left5_2/ReadVariableOp_1/resource" -> "1555 NASNet/separable_conv_2_normal_left5_2/ReadVariableOp_1"; +"1555 NASNet/separable_conv_2_normal_left5_2/ReadVariableOp_1" -> "1556 NASNet/separable_conv_2_normal_left5_2/mul_1"; +"1556 NASNet/separable_conv_2_normal_left5_2/mul_1" -> "1560 NASNet/separable_conv_2_normal_left5_2/separable_conv2d"; +"1559 NASNet/separable_conv_2_normal_left5_2/separable_conv2d/depthwise" -> "1560 NASNet/separable_conv_2_normal_left5_2/separable_conv2d"; +"1560 NASNet/separable_conv_2_normal_left5_2/separable_conv2d" -> "1641 NASNet/separable_conv_2_bn_normal_left5_2/FusedBatchNormV3"; +"1561 NASNet/separable_conv_2_normal_right2_2/Sigmoid/ReadVariableOp/resource" -> "1562 NASNet/separable_conv_2_normal_right2_2/Sigmoid/ReadVariableOp"; +"1562 NASNet/separable_conv_2_normal_right2_2/Sigmoid/ReadVariableOp" -> "1563 NASNet/separable_conv_2_normal_right2_2/Sigmoid"; +"1563 NASNet/separable_conv_2_normal_right2_2/Sigmoid" -> "1564 NASNet/separable_conv_2_normal_right2_2/Round"; +"1564 NASNet/separable_conv_2_normal_right2_2/Round" -> "1567 NASNet/separable_conv_2_normal_right2_2/mul"; +"1565 NASNet/separable_conv_2_normal_right2_2/ReadVariableOp/resource" -> "1566 NASNet/separable_conv_2_normal_right2_2/ReadVariableOp"; +"1566 NASNet/separable_conv_2_normal_right2_2/ReadVariableOp" -> "1567 NASNet/separable_conv_2_normal_right2_2/mul"; +"1567 NASNet/separable_conv_2_normal_right2_2/mul" -> "1577 NASNet/separable_conv_2_normal_right2_2/separable_conv2d/depthwise"; +"1568 NASNet/separable_conv_2_normal_right2_2/Sigmoid_1/ReadVariableOp/resource" -> "1569 NASNet/separable_conv_2_normal_right2_2/Sigmoid_1/ReadVariableOp"; +"1569 NASNet/separable_conv_2_normal_right2_2/Sigmoid_1/ReadVariableOp" -> "1570 NASNet/separable_conv_2_normal_right2_2/Sigmoid_1"; +"1570 NASNet/separable_conv_2_normal_right2_2/Sigmoid_1" -> "1571 NASNet/separable_conv_2_normal_right2_2/Round_1"; +"1571 NASNet/separable_conv_2_normal_right2_2/Round_1" -> "1574 NASNet/separable_conv_2_normal_right2_2/mul_1"; +"1572 NASNet/separable_conv_2_normal_right2_2/ReadVariableOp_1/resource" -> "1573 NASNet/separable_conv_2_normal_right2_2/ReadVariableOp_1"; +"1573 NASNet/separable_conv_2_normal_right2_2/ReadVariableOp_1" -> "1574 NASNet/separable_conv_2_normal_right2_2/mul_1"; +"1574 NASNet/separable_conv_2_normal_right2_2/mul_1" -> "1578 NASNet/separable_conv_2_normal_right2_2/separable_conv2d"; +"1577 NASNet/separable_conv_2_normal_right2_2/separable_conv2d/depthwise" -> "1578 NASNet/separable_conv_2_normal_right2_2/separable_conv2d"; +"1578 NASNet/separable_conv_2_normal_right2_2/separable_conv2d" -> "1662 NASNet/separable_conv_2_bn_normal_right2_2/FusedBatchNormV3"; +"1579 NASNet/separable_conv_2_normal_left2_2/Sigmoid/ReadVariableOp/resource" -> "1580 NASNet/separable_conv_2_normal_left2_2/Sigmoid/ReadVariableOp"; +"1580 NASNet/separable_conv_2_normal_left2_2/Sigmoid/ReadVariableOp" -> "1581 NASNet/separable_conv_2_normal_left2_2/Sigmoid"; +"1581 NASNet/separable_conv_2_normal_left2_2/Sigmoid" -> "1582 NASNet/separable_conv_2_normal_left2_2/Round"; +"1582 NASNet/separable_conv_2_normal_left2_2/Round" -> "1585 NASNet/separable_conv_2_normal_left2_2/mul"; +"1583 NASNet/separable_conv_2_normal_left2_2/ReadVariableOp/resource" -> "1584 NASNet/separable_conv_2_normal_left2_2/ReadVariableOp"; +"1584 NASNet/separable_conv_2_normal_left2_2/ReadVariableOp" -> "1585 NASNet/separable_conv_2_normal_left2_2/mul"; +"1585 NASNet/separable_conv_2_normal_left2_2/mul" -> "1595 NASNet/separable_conv_2_normal_left2_2/separable_conv2d/depthwise"; +"1586 NASNet/separable_conv_2_normal_left2_2/Sigmoid_1/ReadVariableOp/resource" -> "1587 NASNet/separable_conv_2_normal_left2_2/Sigmoid_1/ReadVariableOp"; +"1587 NASNet/separable_conv_2_normal_left2_2/Sigmoid_1/ReadVariableOp" -> "1588 NASNet/separable_conv_2_normal_left2_2/Sigmoid_1"; +"1588 NASNet/separable_conv_2_normal_left2_2/Sigmoid_1" -> "1589 NASNet/separable_conv_2_normal_left2_2/Round_1"; +"1589 NASNet/separable_conv_2_normal_left2_2/Round_1" -> "1592 NASNet/separable_conv_2_normal_left2_2/mul_1"; +"1590 NASNet/separable_conv_2_normal_left2_2/ReadVariableOp_1/resource" -> "1591 NASNet/separable_conv_2_normal_left2_2/ReadVariableOp_1"; +"1591 NASNet/separable_conv_2_normal_left2_2/ReadVariableOp_1" -> "1592 NASNet/separable_conv_2_normal_left2_2/mul_1"; +"1592 NASNet/separable_conv_2_normal_left2_2/mul_1" -> "1596 NASNet/separable_conv_2_normal_left2_2/separable_conv2d"; +"1595 NASNet/separable_conv_2_normal_left2_2/separable_conv2d/depthwise" -> "1596 NASNet/separable_conv_2_normal_left2_2/separable_conv2d"; +"1596 NASNet/separable_conv_2_normal_left2_2/separable_conv2d" -> "1653 NASNet/separable_conv_2_bn_normal_left2_2/FusedBatchNormV3"; +"1597 NASNet/separable_conv_2_normal_right1_2/Sigmoid/ReadVariableOp/resource" -> "1598 NASNet/separable_conv_2_normal_right1_2/Sigmoid/ReadVariableOp"; +"1598 NASNet/separable_conv_2_normal_right1_2/Sigmoid/ReadVariableOp" -> "1599 NASNet/separable_conv_2_normal_right1_2/Sigmoid"; +"1599 NASNet/separable_conv_2_normal_right1_2/Sigmoid" -> "1600 NASNet/separable_conv_2_normal_right1_2/Round"; +"1600 NASNet/separable_conv_2_normal_right1_2/Round" -> "1603 NASNet/separable_conv_2_normal_right1_2/mul"; +"1601 NASNet/separable_conv_2_normal_right1_2/ReadVariableOp/resource" -> "1602 NASNet/separable_conv_2_normal_right1_2/ReadVariableOp"; +"1602 NASNet/separable_conv_2_normal_right1_2/ReadVariableOp" -> "1603 NASNet/separable_conv_2_normal_right1_2/mul"; +"1603 NASNet/separable_conv_2_normal_right1_2/mul" -> "1613 NASNet/separable_conv_2_normal_right1_2/separable_conv2d/depthwise"; +"1604 NASNet/separable_conv_2_normal_right1_2/Sigmoid_1/ReadVariableOp/resource" -> "1605 NASNet/separable_conv_2_normal_right1_2/Sigmoid_1/ReadVariableOp"; +"1605 NASNet/separable_conv_2_normal_right1_2/Sigmoid_1/ReadVariableOp" -> "1606 NASNet/separable_conv_2_normal_right1_2/Sigmoid_1"; +"1606 NASNet/separable_conv_2_normal_right1_2/Sigmoid_1" -> "1607 NASNet/separable_conv_2_normal_right1_2/Round_1"; +"1607 NASNet/separable_conv_2_normal_right1_2/Round_1" -> "1610 NASNet/separable_conv_2_normal_right1_2/mul_1"; +"1608 NASNet/separable_conv_2_normal_right1_2/ReadVariableOp_1/resource" -> "1609 NASNet/separable_conv_2_normal_right1_2/ReadVariableOp_1"; +"1609 NASNet/separable_conv_2_normal_right1_2/ReadVariableOp_1" -> "1610 NASNet/separable_conv_2_normal_right1_2/mul_1"; +"1610 NASNet/separable_conv_2_normal_right1_2/mul_1" -> "1614 NASNet/separable_conv_2_normal_right1_2/separable_conv2d"; +"1613 NASNet/separable_conv_2_normal_right1_2/separable_conv2d/depthwise" -> "1614 NASNet/separable_conv_2_normal_right1_2/separable_conv2d"; +"1614 NASNet/separable_conv_2_normal_right1_2/separable_conv2d" -> "1680 NASNet/separable_conv_2_bn_normal_right1_2/FusedBatchNormV3"; +"1615 NASNet/separable_conv_2_normal_left1_2/Sigmoid/ReadVariableOp/resource" -> "1616 NASNet/separable_conv_2_normal_left1_2/Sigmoid/ReadVariableOp"; +"1616 NASNet/separable_conv_2_normal_left1_2/Sigmoid/ReadVariableOp" -> "1617 NASNet/separable_conv_2_normal_left1_2/Sigmoid"; +"1617 NASNet/separable_conv_2_normal_left1_2/Sigmoid" -> "1618 NASNet/separable_conv_2_normal_left1_2/Round"; +"1618 NASNet/separable_conv_2_normal_left1_2/Round" -> "1621 NASNet/separable_conv_2_normal_left1_2/mul"; +"1619 NASNet/separable_conv_2_normal_left1_2/ReadVariableOp/resource" -> "1620 NASNet/separable_conv_2_normal_left1_2/ReadVariableOp"; +"1620 NASNet/separable_conv_2_normal_left1_2/ReadVariableOp" -> "1621 NASNet/separable_conv_2_normal_left1_2/mul"; +"1621 NASNet/separable_conv_2_normal_left1_2/mul" -> "1631 NASNet/separable_conv_2_normal_left1_2/separable_conv2d/depthwise"; +"1622 NASNet/separable_conv_2_normal_left1_2/Sigmoid_1/ReadVariableOp/resource" -> "1623 NASNet/separable_conv_2_normal_left1_2/Sigmoid_1/ReadVariableOp"; +"1623 NASNet/separable_conv_2_normal_left1_2/Sigmoid_1/ReadVariableOp" -> "1624 NASNet/separable_conv_2_normal_left1_2/Sigmoid_1"; +"1624 NASNet/separable_conv_2_normal_left1_2/Sigmoid_1" -> "1625 NASNet/separable_conv_2_normal_left1_2/Round_1"; +"1625 NASNet/separable_conv_2_normal_left1_2/Round_1" -> "1628 NASNet/separable_conv_2_normal_left1_2/mul_1"; +"1626 NASNet/separable_conv_2_normal_left1_2/ReadVariableOp_1/resource" -> "1627 NASNet/separable_conv_2_normal_left1_2/ReadVariableOp_1"; +"1627 NASNet/separable_conv_2_normal_left1_2/ReadVariableOp_1" -> "1628 NASNet/separable_conv_2_normal_left1_2/mul_1"; +"1628 NASNet/separable_conv_2_normal_left1_2/mul_1" -> "1632 NASNet/separable_conv_2_normal_left1_2/separable_conv2d"; +"1631 NASNet/separable_conv_2_normal_left1_2/separable_conv2d/depthwise" -> "1632 NASNet/separable_conv_2_normal_left1_2/separable_conv2d"; +"1632 NASNet/separable_conv_2_normal_left1_2/separable_conv2d" -> "1671 NASNet/separable_conv_2_bn_normal_left1_2/FusedBatchNormV3"; +"1633 NASNet/separable_conv_2_bn_normal_left5_2/ReadVariableOp/resource" -> "1634 NASNet/separable_conv_2_bn_normal_left5_2/ReadVariableOp"; +"1634 NASNet/separable_conv_2_bn_normal_left5_2/ReadVariableOp" -> "1641 NASNet/separable_conv_2_bn_normal_left5_2/FusedBatchNormV3"; +"1635 NASNet/separable_conv_2_bn_normal_left5_2/ReadVariableOp_1/resource" -> "1636 NASNet/separable_conv_2_bn_normal_left5_2/ReadVariableOp_1"; +"1636 NASNet/separable_conv_2_bn_normal_left5_2/ReadVariableOp_1" -> "1641 NASNet/separable_conv_2_bn_normal_left5_2/FusedBatchNormV3"; +"1637 NASNet/separable_conv_2_bn_normal_left5_2/FusedBatchNormV3/ReadVariableOp/resource" -> "1638 NASNet/separable_conv_2_bn_normal_left5_2/FusedBatchNormV3/ReadVariableOp"; +"1638 NASNet/separable_conv_2_bn_normal_left5_2/FusedBatchNormV3/ReadVariableOp" -> "1641 NASNet/separable_conv_2_bn_normal_left5_2/FusedBatchNormV3"; +"1639 NASNet/separable_conv_2_bn_normal_left5_2/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1640 NASNet/separable_conv_2_bn_normal_left5_2/FusedBatchNormV3/ReadVariableOp_1"; +"1640 NASNet/separable_conv_2_bn_normal_left5_2/FusedBatchNormV3/ReadVariableOp_1" -> "1641 NASNet/separable_conv_2_bn_normal_left5_2/FusedBatchNormV3"; +"1641 NASNet/separable_conv_2_bn_normal_left5_2/FusedBatchNormV3" -> "1685 NASNet/normal_add_5_2/add"; +"1642 NASNet/normal_left4_2/AvgPool" -> "1684 NASNet/normal_add_4_2/add"; +"1643 NASNet/normal_right4_2/AvgPool" -> "1684 NASNet/normal_add_4_2/add"; +"1644 NASNet/normal_left3_2/AvgPool" -> "1683 NASNet/normal_add_3_2/add"; +"1645 NASNet/separable_conv_2_bn_normal_left2_2/ReadVariableOp/resource" -> "1646 NASNet/separable_conv_2_bn_normal_left2_2/ReadVariableOp"; +"1646 NASNet/separable_conv_2_bn_normal_left2_2/ReadVariableOp" -> "1653 NASNet/separable_conv_2_bn_normal_left2_2/FusedBatchNormV3"; +"1647 NASNet/separable_conv_2_bn_normal_left2_2/ReadVariableOp_1/resource" -> "1648 NASNet/separable_conv_2_bn_normal_left2_2/ReadVariableOp_1"; +"1648 NASNet/separable_conv_2_bn_normal_left2_2/ReadVariableOp_1" -> "1653 NASNet/separable_conv_2_bn_normal_left2_2/FusedBatchNormV3"; +"1649 NASNet/separable_conv_2_bn_normal_left2_2/FusedBatchNormV3/ReadVariableOp/resource" -> "1650 NASNet/separable_conv_2_bn_normal_left2_2/FusedBatchNormV3/ReadVariableOp"; +"1650 NASNet/separable_conv_2_bn_normal_left2_2/FusedBatchNormV3/ReadVariableOp" -> "1653 NASNet/separable_conv_2_bn_normal_left2_2/FusedBatchNormV3"; +"1651 NASNet/separable_conv_2_bn_normal_left2_2/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1652 NASNet/separable_conv_2_bn_normal_left2_2/FusedBatchNormV3/ReadVariableOp_1"; +"1652 NASNet/separable_conv_2_bn_normal_left2_2/FusedBatchNormV3/ReadVariableOp_1" -> "1653 NASNet/separable_conv_2_bn_normal_left2_2/FusedBatchNormV3"; +"1653 NASNet/separable_conv_2_bn_normal_left2_2/FusedBatchNormV3" -> "1682 NASNet/normal_add_2_2/add"; +"1654 NASNet/separable_conv_2_bn_normal_right2_2/ReadVariableOp/resource" -> "1655 NASNet/separable_conv_2_bn_normal_right2_2/ReadVariableOp"; +"1655 NASNet/separable_conv_2_bn_normal_right2_2/ReadVariableOp" -> "1662 NASNet/separable_conv_2_bn_normal_right2_2/FusedBatchNormV3"; +"1656 NASNet/separable_conv_2_bn_normal_right2_2/ReadVariableOp_1/resource" -> "1657 NASNet/separable_conv_2_bn_normal_right2_2/ReadVariableOp_1"; +"1657 NASNet/separable_conv_2_bn_normal_right2_2/ReadVariableOp_1" -> "1662 NASNet/separable_conv_2_bn_normal_right2_2/FusedBatchNormV3"; +"1658 NASNet/separable_conv_2_bn_normal_right2_2/FusedBatchNormV3/ReadVariableOp/resource" -> "1659 NASNet/separable_conv_2_bn_normal_right2_2/FusedBatchNormV3/ReadVariableOp"; +"1659 NASNet/separable_conv_2_bn_normal_right2_2/FusedBatchNormV3/ReadVariableOp" -> "1662 NASNet/separable_conv_2_bn_normal_right2_2/FusedBatchNormV3"; +"1660 NASNet/separable_conv_2_bn_normal_right2_2/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1661 NASNet/separable_conv_2_bn_normal_right2_2/FusedBatchNormV3/ReadVariableOp_1"; +"1661 NASNet/separable_conv_2_bn_normal_right2_2/FusedBatchNormV3/ReadVariableOp_1" -> "1662 NASNet/separable_conv_2_bn_normal_right2_2/FusedBatchNormV3"; +"1662 NASNet/separable_conv_2_bn_normal_right2_2/FusedBatchNormV3" -> "1682 NASNet/normal_add_2_2/add"; +"1663 NASNet/separable_conv_2_bn_normal_left1_2/ReadVariableOp/resource" -> "1664 NASNet/separable_conv_2_bn_normal_left1_2/ReadVariableOp"; +"1664 NASNet/separable_conv_2_bn_normal_left1_2/ReadVariableOp" -> "1671 NASNet/separable_conv_2_bn_normal_left1_2/FusedBatchNormV3"; +"1665 NASNet/separable_conv_2_bn_normal_left1_2/ReadVariableOp_1/resource" -> "1666 NASNet/separable_conv_2_bn_normal_left1_2/ReadVariableOp_1"; +"1666 NASNet/separable_conv_2_bn_normal_left1_2/ReadVariableOp_1" -> "1671 NASNet/separable_conv_2_bn_normal_left1_2/FusedBatchNormV3"; +"1667 NASNet/separable_conv_2_bn_normal_left1_2/FusedBatchNormV3/ReadVariableOp/resource" -> "1668 NASNet/separable_conv_2_bn_normal_left1_2/FusedBatchNormV3/ReadVariableOp"; +"1668 NASNet/separable_conv_2_bn_normal_left1_2/FusedBatchNormV3/ReadVariableOp" -> "1671 NASNet/separable_conv_2_bn_normal_left1_2/FusedBatchNormV3"; +"1669 NASNet/separable_conv_2_bn_normal_left1_2/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1670 NASNet/separable_conv_2_bn_normal_left1_2/FusedBatchNormV3/ReadVariableOp_1"; +"1670 NASNet/separable_conv_2_bn_normal_left1_2/FusedBatchNormV3/ReadVariableOp_1" -> "1671 NASNet/separable_conv_2_bn_normal_left1_2/FusedBatchNormV3"; +"1671 NASNet/separable_conv_2_bn_normal_left1_2/FusedBatchNormV3" -> "1681 NASNet/normal_add_1_2/add"; +"1672 NASNet/separable_conv_2_bn_normal_right1_2/ReadVariableOp/resource" -> "1673 NASNet/separable_conv_2_bn_normal_right1_2/ReadVariableOp"; +"1673 NASNet/separable_conv_2_bn_normal_right1_2/ReadVariableOp" -> "1680 NASNet/separable_conv_2_bn_normal_right1_2/FusedBatchNormV3"; +"1674 NASNet/separable_conv_2_bn_normal_right1_2/ReadVariableOp_1/resource" -> "1675 NASNet/separable_conv_2_bn_normal_right1_2/ReadVariableOp_1"; +"1675 NASNet/separable_conv_2_bn_normal_right1_2/ReadVariableOp_1" -> "1680 NASNet/separable_conv_2_bn_normal_right1_2/FusedBatchNormV3"; +"1676 NASNet/separable_conv_2_bn_normal_right1_2/FusedBatchNormV3/ReadVariableOp/resource" -> "1677 NASNet/separable_conv_2_bn_normal_right1_2/FusedBatchNormV3/ReadVariableOp"; +"1677 NASNet/separable_conv_2_bn_normal_right1_2/FusedBatchNormV3/ReadVariableOp" -> "1680 NASNet/separable_conv_2_bn_normal_right1_2/FusedBatchNormV3"; +"1678 NASNet/separable_conv_2_bn_normal_right1_2/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1679 NASNet/separable_conv_2_bn_normal_right1_2/FusedBatchNormV3/ReadVariableOp_1"; +"1679 NASNet/separable_conv_2_bn_normal_right1_2/FusedBatchNormV3/ReadVariableOp_1" -> "1680 NASNet/separable_conv_2_bn_normal_right1_2/FusedBatchNormV3"; +"1680 NASNet/separable_conv_2_bn_normal_right1_2/FusedBatchNormV3" -> "1681 NASNet/normal_add_1_2/add"; +"1681 NASNet/normal_add_1_2/add" -> "1687 NASNet/normal_concat_2/concat"; +"1682 NASNet/normal_add_2_2/add" -> "1687 NASNet/normal_concat_2/concat"; +"1683 NASNet/normal_add_3_2/add" -> "1687 NASNet/normal_concat_2/concat"; +"1684 NASNet/normal_add_4_2/add" -> "1687 NASNet/normal_concat_2/concat"; +"1685 NASNet/normal_add_5_2/add" -> "1687 NASNet/normal_concat_2/concat"; +"1686 NASNet/normal_concat_2/concat/axis" -> "1687 NASNet/normal_concat_2/concat"; +"1687 NASNet/normal_concat_2/concat" -> "1688 NASNet/activation_58/Relu"; +"1687 NASNet/normal_concat_2/concat" -> "2014 NASNet/activation_69/Relu"; +"1688 NASNet/activation_58/Relu" -> "1697 NASNet/normal_conv_1_3/Conv2D"; +"1689 NASNet/activation_57/Relu" -> "1705 NASNet/adjust_conv_projection_3/Conv2D"; +"1690 NASNet/normal_conv_1_3/Sigmoid/ReadVariableOp/resource" -> "1691 NASNet/normal_conv_1_3/Sigmoid/ReadVariableOp"; +"1691 NASNet/normal_conv_1_3/Sigmoid/ReadVariableOp" -> "1692 NASNet/normal_conv_1_3/Sigmoid"; +"1692 NASNet/normal_conv_1_3/Sigmoid" -> "1693 NASNet/normal_conv_1_3/Round"; +"1693 NASNet/normal_conv_1_3/Round" -> "1696 NASNet/normal_conv_1_3/mul"; +"1694 NASNet/normal_conv_1_3/ReadVariableOp/resource" -> "1695 NASNet/normal_conv_1_3/ReadVariableOp"; +"1695 NASNet/normal_conv_1_3/ReadVariableOp" -> "1696 NASNet/normal_conv_1_3/mul"; +"1696 NASNet/normal_conv_1_3/mul" -> "1697 NASNet/normal_conv_1_3/Conv2D"; +"1697 NASNet/normal_conv_1_3/Conv2D" -> "1723 NASNet/normal_bn_1_3/FusedBatchNormV3"; +"1698 NASNet/adjust_conv_projection_3/Sigmoid/ReadVariableOp/resource" -> "1699 NASNet/adjust_conv_projection_3/Sigmoid/ReadVariableOp"; +"1699 NASNet/adjust_conv_projection_3/Sigmoid/ReadVariableOp" -> "1700 NASNet/adjust_conv_projection_3/Sigmoid"; +"1700 NASNet/adjust_conv_projection_3/Sigmoid" -> "1701 NASNet/adjust_conv_projection_3/Round"; +"1701 NASNet/adjust_conv_projection_3/Round" -> "1704 NASNet/adjust_conv_projection_3/mul"; +"1702 NASNet/adjust_conv_projection_3/ReadVariableOp/resource" -> "1703 NASNet/adjust_conv_projection_3/ReadVariableOp"; +"1703 NASNet/adjust_conv_projection_3/ReadVariableOp" -> "1704 NASNet/adjust_conv_projection_3/mul"; +"1704 NASNet/adjust_conv_projection_3/mul" -> "1705 NASNet/adjust_conv_projection_3/Conv2D"; +"1705 NASNet/adjust_conv_projection_3/Conv2D" -> "1714 NASNet/adjust_bn_3/FusedBatchNormV3"; +"1706 NASNet/adjust_bn_3/ReadVariableOp/resource" -> "1707 NASNet/adjust_bn_3/ReadVariableOp"; +"1707 NASNet/adjust_bn_3/ReadVariableOp" -> "1714 NASNet/adjust_bn_3/FusedBatchNormV3"; +"1708 NASNet/adjust_bn_3/ReadVariableOp_1/resource" -> "1709 NASNet/adjust_bn_3/ReadVariableOp_1"; +"1709 NASNet/adjust_bn_3/ReadVariableOp_1" -> "1714 NASNet/adjust_bn_3/FusedBatchNormV3"; +"1710 NASNet/adjust_bn_3/FusedBatchNormV3/ReadVariableOp/resource" -> "1711 NASNet/adjust_bn_3/FusedBatchNormV3/ReadVariableOp"; +"1711 NASNet/adjust_bn_3/FusedBatchNormV3/ReadVariableOp" -> "1714 NASNet/adjust_bn_3/FusedBatchNormV3"; +"1712 NASNet/adjust_bn_3/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1713 NASNet/adjust_bn_3/FusedBatchNormV3/ReadVariableOp_1"; +"1713 NASNet/adjust_bn_3/FusedBatchNormV3/ReadVariableOp_1" -> "1714 NASNet/adjust_bn_3/FusedBatchNormV3"; +"1714 NASNet/adjust_bn_3/FusedBatchNormV3" -> "1725 NASNet/activation_65/Relu"; +"1714 NASNet/adjust_bn_3/FusedBatchNormV3" -> "1726 NASNet/activation_63/Relu"; +"1714 NASNet/adjust_bn_3/FusedBatchNormV3" -> "1727 NASNet/activation_61/Relu"; +"1714 NASNet/adjust_bn_3/FusedBatchNormV3" -> "1968 NASNet/normal_left4_3/AvgPool"; +"1714 NASNet/adjust_bn_3/FusedBatchNormV3" -> "1969 NASNet/normal_right4_3/AvgPool"; +"1714 NASNet/adjust_bn_3/FusedBatchNormV3" -> "2009 NASNet/normal_add_3_3/add"; +"1714 NASNet/adjust_bn_3/FusedBatchNormV3" -> "2013 NASNet/normal_concat_3/concat"; +"1715 NASNet/normal_bn_1_3/ReadVariableOp/resource" -> "1716 NASNet/normal_bn_1_3/ReadVariableOp"; +"1716 NASNet/normal_bn_1_3/ReadVariableOp" -> "1723 NASNet/normal_bn_1_3/FusedBatchNormV3"; +"1717 NASNet/normal_bn_1_3/ReadVariableOp_1/resource" -> "1718 NASNet/normal_bn_1_3/ReadVariableOp_1"; +"1718 NASNet/normal_bn_1_3/ReadVariableOp_1" -> "1723 NASNet/normal_bn_1_3/FusedBatchNormV3"; +"1719 NASNet/normal_bn_1_3/FusedBatchNormV3/ReadVariableOp/resource" -> "1720 NASNet/normal_bn_1_3/FusedBatchNormV3/ReadVariableOp"; +"1720 NASNet/normal_bn_1_3/FusedBatchNormV3/ReadVariableOp" -> "1723 NASNet/normal_bn_1_3/FusedBatchNormV3"; +"1721 NASNet/normal_bn_1_3/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1722 NASNet/normal_bn_1_3/FusedBatchNormV3/ReadVariableOp_1"; +"1722 NASNet/normal_bn_1_3/FusedBatchNormV3/ReadVariableOp_1" -> "1723 NASNet/normal_bn_1_3/FusedBatchNormV3"; +"1723 NASNet/normal_bn_1_3/FusedBatchNormV3" -> "1724 NASNet/activation_67/Relu"; +"1723 NASNet/normal_bn_1_3/FusedBatchNormV3" -> "1728 NASNet/activation_59/Relu"; +"1723 NASNet/normal_bn_1_3/FusedBatchNormV3" -> "1970 NASNet/normal_left3_3/AvgPool"; +"1723 NASNet/normal_bn_1_3/FusedBatchNormV3" -> "2011 NASNet/normal_add_5_3/add"; +"1724 NASNet/activation_67/Relu" -> "1745 NASNet/separable_conv_1_normal_left5_3/separable_conv2d/depthwise"; +"1725 NASNet/activation_65/Relu" -> "1763 NASNet/separable_conv_1_normal_right2_3/separable_conv2d/depthwise"; +"1726 NASNet/activation_63/Relu" -> "1781 NASNet/separable_conv_1_normal_left2_3/separable_conv2d/depthwise"; +"1727 NASNet/activation_61/Relu" -> "1799 NASNet/separable_conv_1_normal_right1_3/separable_conv2d/depthwise"; +"1728 NASNet/activation_59/Relu" -> "1817 NASNet/separable_conv_1_normal_left1_3/separable_conv2d/depthwise"; +"1729 NASNet/separable_conv_1_normal_left5_3/Sigmoid/ReadVariableOp/resource" -> "1730 NASNet/separable_conv_1_normal_left5_3/Sigmoid/ReadVariableOp"; +"1730 NASNet/separable_conv_1_normal_left5_3/Sigmoid/ReadVariableOp" -> "1731 NASNet/separable_conv_1_normal_left5_3/Sigmoid"; +"1731 NASNet/separable_conv_1_normal_left5_3/Sigmoid" -> "1732 NASNet/separable_conv_1_normal_left5_3/Round"; +"1732 NASNet/separable_conv_1_normal_left5_3/Round" -> "1735 NASNet/separable_conv_1_normal_left5_3/mul"; +"1733 NASNet/separable_conv_1_normal_left5_3/ReadVariableOp/resource" -> "1734 NASNet/separable_conv_1_normal_left5_3/ReadVariableOp"; +"1734 NASNet/separable_conv_1_normal_left5_3/ReadVariableOp" -> "1735 NASNet/separable_conv_1_normal_left5_3/mul"; +"1735 NASNet/separable_conv_1_normal_left5_3/mul" -> "1745 NASNet/separable_conv_1_normal_left5_3/separable_conv2d/depthwise"; +"1736 NASNet/separable_conv_1_normal_left5_3/Sigmoid_1/ReadVariableOp/resource" -> "1737 NASNet/separable_conv_1_normal_left5_3/Sigmoid_1/ReadVariableOp"; +"1737 NASNet/separable_conv_1_normal_left5_3/Sigmoid_1/ReadVariableOp" -> "1738 NASNet/separable_conv_1_normal_left5_3/Sigmoid_1"; +"1738 NASNet/separable_conv_1_normal_left5_3/Sigmoid_1" -> "1739 NASNet/separable_conv_1_normal_left5_3/Round_1"; +"1739 NASNet/separable_conv_1_normal_left5_3/Round_1" -> "1742 NASNet/separable_conv_1_normal_left5_3/mul_1"; +"1740 NASNet/separable_conv_1_normal_left5_3/ReadVariableOp_1/resource" -> "1741 NASNet/separable_conv_1_normal_left5_3/ReadVariableOp_1"; +"1741 NASNet/separable_conv_1_normal_left5_3/ReadVariableOp_1" -> "1742 NASNet/separable_conv_1_normal_left5_3/mul_1"; +"1742 NASNet/separable_conv_1_normal_left5_3/mul_1" -> "1746 NASNet/separable_conv_1_normal_left5_3/separable_conv2d"; +"1745 NASNet/separable_conv_1_normal_left5_3/separable_conv2d/depthwise" -> "1746 NASNet/separable_conv_1_normal_left5_3/separable_conv2d"; +"1746 NASNet/separable_conv_1_normal_left5_3/separable_conv2d" -> "1827 NASNet/separable_conv_1_bn_normal_left5_3/FusedBatchNormV3"; +"1747 NASNet/separable_conv_1_normal_right2_3/Sigmoid/ReadVariableOp/resource" -> "1748 NASNet/separable_conv_1_normal_right2_3/Sigmoid/ReadVariableOp"; +"1748 NASNet/separable_conv_1_normal_right2_3/Sigmoid/ReadVariableOp" -> "1749 NASNet/separable_conv_1_normal_right2_3/Sigmoid"; +"1749 NASNet/separable_conv_1_normal_right2_3/Sigmoid" -> "1750 NASNet/separable_conv_1_normal_right2_3/Round"; +"1750 NASNet/separable_conv_1_normal_right2_3/Round" -> "1753 NASNet/separable_conv_1_normal_right2_3/mul"; +"1751 NASNet/separable_conv_1_normal_right2_3/ReadVariableOp/resource" -> "1752 NASNet/separable_conv_1_normal_right2_3/ReadVariableOp"; +"1752 NASNet/separable_conv_1_normal_right2_3/ReadVariableOp" -> "1753 NASNet/separable_conv_1_normal_right2_3/mul"; +"1753 NASNet/separable_conv_1_normal_right2_3/mul" -> "1763 NASNet/separable_conv_1_normal_right2_3/separable_conv2d/depthwise"; +"1754 NASNet/separable_conv_1_normal_right2_3/Sigmoid_1/ReadVariableOp/resource" -> "1755 NASNet/separable_conv_1_normal_right2_3/Sigmoid_1/ReadVariableOp"; +"1755 NASNet/separable_conv_1_normal_right2_3/Sigmoid_1/ReadVariableOp" -> "1756 NASNet/separable_conv_1_normal_right2_3/Sigmoid_1"; +"1756 NASNet/separable_conv_1_normal_right2_3/Sigmoid_1" -> "1757 NASNet/separable_conv_1_normal_right2_3/Round_1"; +"1757 NASNet/separable_conv_1_normal_right2_3/Round_1" -> "1760 NASNet/separable_conv_1_normal_right2_3/mul_1"; +"1758 NASNet/separable_conv_1_normal_right2_3/ReadVariableOp_1/resource" -> "1759 NASNet/separable_conv_1_normal_right2_3/ReadVariableOp_1"; +"1759 NASNet/separable_conv_1_normal_right2_3/ReadVariableOp_1" -> "1760 NASNet/separable_conv_1_normal_right2_3/mul_1"; +"1760 NASNet/separable_conv_1_normal_right2_3/mul_1" -> "1764 NASNet/separable_conv_1_normal_right2_3/separable_conv2d"; +"1763 NASNet/separable_conv_1_normal_right2_3/separable_conv2d/depthwise" -> "1764 NASNet/separable_conv_1_normal_right2_3/separable_conv2d"; +"1764 NASNet/separable_conv_1_normal_right2_3/separable_conv2d" -> "1836 NASNet/separable_conv_1_bn_normal_right2_3/FusedBatchNormV3"; +"1765 NASNet/separable_conv_1_normal_left2_3/Sigmoid/ReadVariableOp/resource" -> "1766 NASNet/separable_conv_1_normal_left2_3/Sigmoid/ReadVariableOp"; +"1766 NASNet/separable_conv_1_normal_left2_3/Sigmoid/ReadVariableOp" -> "1767 NASNet/separable_conv_1_normal_left2_3/Sigmoid"; +"1767 NASNet/separable_conv_1_normal_left2_3/Sigmoid" -> "1768 NASNet/separable_conv_1_normal_left2_3/Round"; +"1768 NASNet/separable_conv_1_normal_left2_3/Round" -> "1771 NASNet/separable_conv_1_normal_left2_3/mul"; +"1769 NASNet/separable_conv_1_normal_left2_3/ReadVariableOp/resource" -> "1770 NASNet/separable_conv_1_normal_left2_3/ReadVariableOp"; +"1770 NASNet/separable_conv_1_normal_left2_3/ReadVariableOp" -> "1771 NASNet/separable_conv_1_normal_left2_3/mul"; +"1771 NASNet/separable_conv_1_normal_left2_3/mul" -> "1781 NASNet/separable_conv_1_normal_left2_3/separable_conv2d/depthwise"; +"1772 NASNet/separable_conv_1_normal_left2_3/Sigmoid_1/ReadVariableOp/resource" -> "1773 NASNet/separable_conv_1_normal_left2_3/Sigmoid_1/ReadVariableOp"; +"1773 NASNet/separable_conv_1_normal_left2_3/Sigmoid_1/ReadVariableOp" -> "1774 NASNet/separable_conv_1_normal_left2_3/Sigmoid_1"; +"1774 NASNet/separable_conv_1_normal_left2_3/Sigmoid_1" -> "1775 NASNet/separable_conv_1_normal_left2_3/Round_1"; +"1775 NASNet/separable_conv_1_normal_left2_3/Round_1" -> "1778 NASNet/separable_conv_1_normal_left2_3/mul_1"; +"1776 NASNet/separable_conv_1_normal_left2_3/ReadVariableOp_1/resource" -> "1777 NASNet/separable_conv_1_normal_left2_3/ReadVariableOp_1"; +"1777 NASNet/separable_conv_1_normal_left2_3/ReadVariableOp_1" -> "1778 NASNet/separable_conv_1_normal_left2_3/mul_1"; +"1778 NASNet/separable_conv_1_normal_left2_3/mul_1" -> "1782 NASNet/separable_conv_1_normal_left2_3/separable_conv2d"; +"1781 NASNet/separable_conv_1_normal_left2_3/separable_conv2d/depthwise" -> "1782 NASNet/separable_conv_1_normal_left2_3/separable_conv2d"; +"1782 NASNet/separable_conv_1_normal_left2_3/separable_conv2d" -> "1845 NASNet/separable_conv_1_bn_normal_left2_3/FusedBatchNormV3"; +"1783 NASNet/separable_conv_1_normal_right1_3/Sigmoid/ReadVariableOp/resource" -> "1784 NASNet/separable_conv_1_normal_right1_3/Sigmoid/ReadVariableOp"; +"1784 NASNet/separable_conv_1_normal_right1_3/Sigmoid/ReadVariableOp" -> "1785 NASNet/separable_conv_1_normal_right1_3/Sigmoid"; +"1785 NASNet/separable_conv_1_normal_right1_3/Sigmoid" -> "1786 NASNet/separable_conv_1_normal_right1_3/Round"; +"1786 NASNet/separable_conv_1_normal_right1_3/Round" -> "1789 NASNet/separable_conv_1_normal_right1_3/mul"; +"1787 NASNet/separable_conv_1_normal_right1_3/ReadVariableOp/resource" -> "1788 NASNet/separable_conv_1_normal_right1_3/ReadVariableOp"; +"1788 NASNet/separable_conv_1_normal_right1_3/ReadVariableOp" -> "1789 NASNet/separable_conv_1_normal_right1_3/mul"; +"1789 NASNet/separable_conv_1_normal_right1_3/mul" -> "1799 NASNet/separable_conv_1_normal_right1_3/separable_conv2d/depthwise"; +"1790 NASNet/separable_conv_1_normal_right1_3/Sigmoid_1/ReadVariableOp/resource" -> "1791 NASNet/separable_conv_1_normal_right1_3/Sigmoid_1/ReadVariableOp"; +"1791 NASNet/separable_conv_1_normal_right1_3/Sigmoid_1/ReadVariableOp" -> "1792 NASNet/separable_conv_1_normal_right1_3/Sigmoid_1"; +"1792 NASNet/separable_conv_1_normal_right1_3/Sigmoid_1" -> "1793 NASNet/separable_conv_1_normal_right1_3/Round_1"; +"1793 NASNet/separable_conv_1_normal_right1_3/Round_1" -> "1796 NASNet/separable_conv_1_normal_right1_3/mul_1"; +"1794 NASNet/separable_conv_1_normal_right1_3/ReadVariableOp_1/resource" -> "1795 NASNet/separable_conv_1_normal_right1_3/ReadVariableOp_1"; +"1795 NASNet/separable_conv_1_normal_right1_3/ReadVariableOp_1" -> "1796 NASNet/separable_conv_1_normal_right1_3/mul_1"; +"1796 NASNet/separable_conv_1_normal_right1_3/mul_1" -> "1800 NASNet/separable_conv_1_normal_right1_3/separable_conv2d"; +"1799 NASNet/separable_conv_1_normal_right1_3/separable_conv2d/depthwise" -> "1800 NASNet/separable_conv_1_normal_right1_3/separable_conv2d"; +"1800 NASNet/separable_conv_1_normal_right1_3/separable_conv2d" -> "1854 NASNet/separable_conv_1_bn_normal_right1_3/FusedBatchNormV3"; +"1801 NASNet/separable_conv_1_normal_left1_3/Sigmoid/ReadVariableOp/resource" -> "1802 NASNet/separable_conv_1_normal_left1_3/Sigmoid/ReadVariableOp"; +"1802 NASNet/separable_conv_1_normal_left1_3/Sigmoid/ReadVariableOp" -> "1803 NASNet/separable_conv_1_normal_left1_3/Sigmoid"; +"1803 NASNet/separable_conv_1_normal_left1_3/Sigmoid" -> "1804 NASNet/separable_conv_1_normal_left1_3/Round"; +"1804 NASNet/separable_conv_1_normal_left1_3/Round" -> "1807 NASNet/separable_conv_1_normal_left1_3/mul"; +"1805 NASNet/separable_conv_1_normal_left1_3/ReadVariableOp/resource" -> "1806 NASNet/separable_conv_1_normal_left1_3/ReadVariableOp"; +"1806 NASNet/separable_conv_1_normal_left1_3/ReadVariableOp" -> "1807 NASNet/separable_conv_1_normal_left1_3/mul"; +"1807 NASNet/separable_conv_1_normal_left1_3/mul" -> "1817 NASNet/separable_conv_1_normal_left1_3/separable_conv2d/depthwise"; +"1808 NASNet/separable_conv_1_normal_left1_3/Sigmoid_1/ReadVariableOp/resource" -> "1809 NASNet/separable_conv_1_normal_left1_3/Sigmoid_1/ReadVariableOp"; +"1809 NASNet/separable_conv_1_normal_left1_3/Sigmoid_1/ReadVariableOp" -> "1810 NASNet/separable_conv_1_normal_left1_3/Sigmoid_1"; +"1810 NASNet/separable_conv_1_normal_left1_3/Sigmoid_1" -> "1811 NASNet/separable_conv_1_normal_left1_3/Round_1"; +"1811 NASNet/separable_conv_1_normal_left1_3/Round_1" -> "1814 NASNet/separable_conv_1_normal_left1_3/mul_1"; +"1812 NASNet/separable_conv_1_normal_left1_3/ReadVariableOp_1/resource" -> "1813 NASNet/separable_conv_1_normal_left1_3/ReadVariableOp_1"; +"1813 NASNet/separable_conv_1_normal_left1_3/ReadVariableOp_1" -> "1814 NASNet/separable_conv_1_normal_left1_3/mul_1"; +"1814 NASNet/separable_conv_1_normal_left1_3/mul_1" -> "1818 NASNet/separable_conv_1_normal_left1_3/separable_conv2d"; +"1817 NASNet/separable_conv_1_normal_left1_3/separable_conv2d/depthwise" -> "1818 NASNet/separable_conv_1_normal_left1_3/separable_conv2d"; +"1818 NASNet/separable_conv_1_normal_left1_3/separable_conv2d" -> "1863 NASNet/separable_conv_1_bn_normal_left1_3/FusedBatchNormV3"; +"1819 NASNet/separable_conv_1_bn_normal_left5_3/ReadVariableOp/resource" -> "1820 NASNet/separable_conv_1_bn_normal_left5_3/ReadVariableOp"; +"1820 NASNet/separable_conv_1_bn_normal_left5_3/ReadVariableOp" -> "1827 NASNet/separable_conv_1_bn_normal_left5_3/FusedBatchNormV3"; +"1821 NASNet/separable_conv_1_bn_normal_left5_3/ReadVariableOp_1/resource" -> "1822 NASNet/separable_conv_1_bn_normal_left5_3/ReadVariableOp_1"; +"1822 NASNet/separable_conv_1_bn_normal_left5_3/ReadVariableOp_1" -> "1827 NASNet/separable_conv_1_bn_normal_left5_3/FusedBatchNormV3"; +"1823 NASNet/separable_conv_1_bn_normal_left5_3/FusedBatchNormV3/ReadVariableOp/resource" -> "1824 NASNet/separable_conv_1_bn_normal_left5_3/FusedBatchNormV3/ReadVariableOp"; +"1824 NASNet/separable_conv_1_bn_normal_left5_3/FusedBatchNormV3/ReadVariableOp" -> "1827 NASNet/separable_conv_1_bn_normal_left5_3/FusedBatchNormV3"; +"1825 NASNet/separable_conv_1_bn_normal_left5_3/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1826 NASNet/separable_conv_1_bn_normal_left5_3/FusedBatchNormV3/ReadVariableOp_1"; +"1826 NASNet/separable_conv_1_bn_normal_left5_3/FusedBatchNormV3/ReadVariableOp_1" -> "1827 NASNet/separable_conv_1_bn_normal_left5_3/FusedBatchNormV3"; +"1827 NASNet/separable_conv_1_bn_normal_left5_3/FusedBatchNormV3" -> "1864 NASNet/activation_68/Relu"; +"1828 NASNet/separable_conv_1_bn_normal_right2_3/ReadVariableOp/resource" -> "1829 NASNet/separable_conv_1_bn_normal_right2_3/ReadVariableOp"; +"1829 NASNet/separable_conv_1_bn_normal_right2_3/ReadVariableOp" -> "1836 NASNet/separable_conv_1_bn_normal_right2_3/FusedBatchNormV3"; +"1830 NASNet/separable_conv_1_bn_normal_right2_3/ReadVariableOp_1/resource" -> "1831 NASNet/separable_conv_1_bn_normal_right2_3/ReadVariableOp_1"; +"1831 NASNet/separable_conv_1_bn_normal_right2_3/ReadVariableOp_1" -> "1836 NASNet/separable_conv_1_bn_normal_right2_3/FusedBatchNormV3"; +"1832 NASNet/separable_conv_1_bn_normal_right2_3/FusedBatchNormV3/ReadVariableOp/resource" -> "1833 NASNet/separable_conv_1_bn_normal_right2_3/FusedBatchNormV3/ReadVariableOp"; +"1833 NASNet/separable_conv_1_bn_normal_right2_3/FusedBatchNormV3/ReadVariableOp" -> "1836 NASNet/separable_conv_1_bn_normal_right2_3/FusedBatchNormV3"; +"1834 NASNet/separable_conv_1_bn_normal_right2_3/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1835 NASNet/separable_conv_1_bn_normal_right2_3/FusedBatchNormV3/ReadVariableOp_1"; +"1835 NASNet/separable_conv_1_bn_normal_right2_3/FusedBatchNormV3/ReadVariableOp_1" -> "1836 NASNet/separable_conv_1_bn_normal_right2_3/FusedBatchNormV3"; +"1836 NASNet/separable_conv_1_bn_normal_right2_3/FusedBatchNormV3" -> "1865 NASNet/activation_66/Relu"; +"1837 NASNet/separable_conv_1_bn_normal_left2_3/ReadVariableOp/resource" -> "1838 NASNet/separable_conv_1_bn_normal_left2_3/ReadVariableOp"; +"1838 NASNet/separable_conv_1_bn_normal_left2_3/ReadVariableOp" -> "1845 NASNet/separable_conv_1_bn_normal_left2_3/FusedBatchNormV3"; +"1839 NASNet/separable_conv_1_bn_normal_left2_3/ReadVariableOp_1/resource" -> "1840 NASNet/separable_conv_1_bn_normal_left2_3/ReadVariableOp_1"; +"1840 NASNet/separable_conv_1_bn_normal_left2_3/ReadVariableOp_1" -> "1845 NASNet/separable_conv_1_bn_normal_left2_3/FusedBatchNormV3"; +"1841 NASNet/separable_conv_1_bn_normal_left2_3/FusedBatchNormV3/ReadVariableOp/resource" -> "1842 NASNet/separable_conv_1_bn_normal_left2_3/FusedBatchNormV3/ReadVariableOp"; +"1842 NASNet/separable_conv_1_bn_normal_left2_3/FusedBatchNormV3/ReadVariableOp" -> "1845 NASNet/separable_conv_1_bn_normal_left2_3/FusedBatchNormV3"; +"1843 NASNet/separable_conv_1_bn_normal_left2_3/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1844 NASNet/separable_conv_1_bn_normal_left2_3/FusedBatchNormV3/ReadVariableOp_1"; +"1844 NASNet/separable_conv_1_bn_normal_left2_3/FusedBatchNormV3/ReadVariableOp_1" -> "1845 NASNet/separable_conv_1_bn_normal_left2_3/FusedBatchNormV3"; +"1845 NASNet/separable_conv_1_bn_normal_left2_3/FusedBatchNormV3" -> "1866 NASNet/activation_64/Relu"; +"1846 NASNet/separable_conv_1_bn_normal_right1_3/ReadVariableOp/resource" -> "1847 NASNet/separable_conv_1_bn_normal_right1_3/ReadVariableOp"; +"1847 NASNet/separable_conv_1_bn_normal_right1_3/ReadVariableOp" -> "1854 NASNet/separable_conv_1_bn_normal_right1_3/FusedBatchNormV3"; +"1848 NASNet/separable_conv_1_bn_normal_right1_3/ReadVariableOp_1/resource" -> "1849 NASNet/separable_conv_1_bn_normal_right1_3/ReadVariableOp_1"; +"1849 NASNet/separable_conv_1_bn_normal_right1_3/ReadVariableOp_1" -> "1854 NASNet/separable_conv_1_bn_normal_right1_3/FusedBatchNormV3"; +"1850 NASNet/separable_conv_1_bn_normal_right1_3/FusedBatchNormV3/ReadVariableOp/resource" -> "1851 NASNet/separable_conv_1_bn_normal_right1_3/FusedBatchNormV3/ReadVariableOp"; +"1851 NASNet/separable_conv_1_bn_normal_right1_3/FusedBatchNormV3/ReadVariableOp" -> "1854 NASNet/separable_conv_1_bn_normal_right1_3/FusedBatchNormV3"; +"1852 NASNet/separable_conv_1_bn_normal_right1_3/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1853 NASNet/separable_conv_1_bn_normal_right1_3/FusedBatchNormV3/ReadVariableOp_1"; +"1853 NASNet/separable_conv_1_bn_normal_right1_3/FusedBatchNormV3/ReadVariableOp_1" -> "1854 NASNet/separable_conv_1_bn_normal_right1_3/FusedBatchNormV3"; +"1854 NASNet/separable_conv_1_bn_normal_right1_3/FusedBatchNormV3" -> "1867 NASNet/activation_62/Relu"; +"1855 NASNet/separable_conv_1_bn_normal_left1_3/ReadVariableOp/resource" -> "1856 NASNet/separable_conv_1_bn_normal_left1_3/ReadVariableOp"; +"1856 NASNet/separable_conv_1_bn_normal_left1_3/ReadVariableOp" -> "1863 NASNet/separable_conv_1_bn_normal_left1_3/FusedBatchNormV3"; +"1857 NASNet/separable_conv_1_bn_normal_left1_3/ReadVariableOp_1/resource" -> "1858 NASNet/separable_conv_1_bn_normal_left1_3/ReadVariableOp_1"; +"1858 NASNet/separable_conv_1_bn_normal_left1_3/ReadVariableOp_1" -> "1863 NASNet/separable_conv_1_bn_normal_left1_3/FusedBatchNormV3"; +"1859 NASNet/separable_conv_1_bn_normal_left1_3/FusedBatchNormV3/ReadVariableOp/resource" -> "1860 NASNet/separable_conv_1_bn_normal_left1_3/FusedBatchNormV3/ReadVariableOp"; +"1860 NASNet/separable_conv_1_bn_normal_left1_3/FusedBatchNormV3/ReadVariableOp" -> "1863 NASNet/separable_conv_1_bn_normal_left1_3/FusedBatchNormV3"; +"1861 NASNet/separable_conv_1_bn_normal_left1_3/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1862 NASNet/separable_conv_1_bn_normal_left1_3/FusedBatchNormV3/ReadVariableOp_1"; +"1862 NASNet/separable_conv_1_bn_normal_left1_3/FusedBatchNormV3/ReadVariableOp_1" -> "1863 NASNet/separable_conv_1_bn_normal_left1_3/FusedBatchNormV3"; +"1863 NASNet/separable_conv_1_bn_normal_left1_3/FusedBatchNormV3" -> "1868 NASNet/activation_60/Relu"; +"1864 NASNet/activation_68/Relu" -> "1885 NASNet/separable_conv_2_normal_left5_3/separable_conv2d/depthwise"; +"1865 NASNet/activation_66/Relu" -> "1903 NASNet/separable_conv_2_normal_right2_3/separable_conv2d/depthwise"; +"1866 NASNet/activation_64/Relu" -> "1921 NASNet/separable_conv_2_normal_left2_3/separable_conv2d/depthwise"; +"1867 NASNet/activation_62/Relu" -> "1939 NASNet/separable_conv_2_normal_right1_3/separable_conv2d/depthwise"; +"1868 NASNet/activation_60/Relu" -> "1957 NASNet/separable_conv_2_normal_left1_3/separable_conv2d/depthwise"; +"1869 NASNet/separable_conv_2_normal_left5_3/Sigmoid/ReadVariableOp/resource" -> "1870 NASNet/separable_conv_2_normal_left5_3/Sigmoid/ReadVariableOp"; +"1870 NASNet/separable_conv_2_normal_left5_3/Sigmoid/ReadVariableOp" -> "1871 NASNet/separable_conv_2_normal_left5_3/Sigmoid"; +"1871 NASNet/separable_conv_2_normal_left5_3/Sigmoid" -> "1872 NASNet/separable_conv_2_normal_left5_3/Round"; +"1872 NASNet/separable_conv_2_normal_left5_3/Round" -> "1875 NASNet/separable_conv_2_normal_left5_3/mul"; +"1873 NASNet/separable_conv_2_normal_left5_3/ReadVariableOp/resource" -> "1874 NASNet/separable_conv_2_normal_left5_3/ReadVariableOp"; +"1874 NASNet/separable_conv_2_normal_left5_3/ReadVariableOp" -> "1875 NASNet/separable_conv_2_normal_left5_3/mul"; +"1875 NASNet/separable_conv_2_normal_left5_3/mul" -> "1885 NASNet/separable_conv_2_normal_left5_3/separable_conv2d/depthwise"; +"1876 NASNet/separable_conv_2_normal_left5_3/Sigmoid_1/ReadVariableOp/resource" -> "1877 NASNet/separable_conv_2_normal_left5_3/Sigmoid_1/ReadVariableOp"; +"1877 NASNet/separable_conv_2_normal_left5_3/Sigmoid_1/ReadVariableOp" -> "1878 NASNet/separable_conv_2_normal_left5_3/Sigmoid_1"; +"1878 NASNet/separable_conv_2_normal_left5_3/Sigmoid_1" -> "1879 NASNet/separable_conv_2_normal_left5_3/Round_1"; +"1879 NASNet/separable_conv_2_normal_left5_3/Round_1" -> "1882 NASNet/separable_conv_2_normal_left5_3/mul_1"; +"1880 NASNet/separable_conv_2_normal_left5_3/ReadVariableOp_1/resource" -> "1881 NASNet/separable_conv_2_normal_left5_3/ReadVariableOp_1"; +"1881 NASNet/separable_conv_2_normal_left5_3/ReadVariableOp_1" -> "1882 NASNet/separable_conv_2_normal_left5_3/mul_1"; +"1882 NASNet/separable_conv_2_normal_left5_3/mul_1" -> "1886 NASNet/separable_conv_2_normal_left5_3/separable_conv2d"; +"1885 NASNet/separable_conv_2_normal_left5_3/separable_conv2d/depthwise" -> "1886 NASNet/separable_conv_2_normal_left5_3/separable_conv2d"; +"1886 NASNet/separable_conv_2_normal_left5_3/separable_conv2d" -> "1967 NASNet/separable_conv_2_bn_normal_left5_3/FusedBatchNormV3"; +"1887 NASNet/separable_conv_2_normal_right2_3/Sigmoid/ReadVariableOp/resource" -> "1888 NASNet/separable_conv_2_normal_right2_3/Sigmoid/ReadVariableOp"; +"1888 NASNet/separable_conv_2_normal_right2_3/Sigmoid/ReadVariableOp" -> "1889 NASNet/separable_conv_2_normal_right2_3/Sigmoid"; +"1889 NASNet/separable_conv_2_normal_right2_3/Sigmoid" -> "1890 NASNet/separable_conv_2_normal_right2_3/Round"; +"1890 NASNet/separable_conv_2_normal_right2_3/Round" -> "1893 NASNet/separable_conv_2_normal_right2_3/mul"; +"1891 NASNet/separable_conv_2_normal_right2_3/ReadVariableOp/resource" -> "1892 NASNet/separable_conv_2_normal_right2_3/ReadVariableOp"; +"1892 NASNet/separable_conv_2_normal_right2_3/ReadVariableOp" -> "1893 NASNet/separable_conv_2_normal_right2_3/mul"; +"1893 NASNet/separable_conv_2_normal_right2_3/mul" -> "1903 NASNet/separable_conv_2_normal_right2_3/separable_conv2d/depthwise"; +"1894 NASNet/separable_conv_2_normal_right2_3/Sigmoid_1/ReadVariableOp/resource" -> "1895 NASNet/separable_conv_2_normal_right2_3/Sigmoid_1/ReadVariableOp"; +"1895 NASNet/separable_conv_2_normal_right2_3/Sigmoid_1/ReadVariableOp" -> "1896 NASNet/separable_conv_2_normal_right2_3/Sigmoid_1"; +"1896 NASNet/separable_conv_2_normal_right2_3/Sigmoid_1" -> "1897 NASNet/separable_conv_2_normal_right2_3/Round_1"; +"1897 NASNet/separable_conv_2_normal_right2_3/Round_1" -> "1900 NASNet/separable_conv_2_normal_right2_3/mul_1"; +"1898 NASNet/separable_conv_2_normal_right2_3/ReadVariableOp_1/resource" -> "1899 NASNet/separable_conv_2_normal_right2_3/ReadVariableOp_1"; +"1899 NASNet/separable_conv_2_normal_right2_3/ReadVariableOp_1" -> "1900 NASNet/separable_conv_2_normal_right2_3/mul_1"; +"1900 NASNet/separable_conv_2_normal_right2_3/mul_1" -> "1904 NASNet/separable_conv_2_normal_right2_3/separable_conv2d"; +"1903 NASNet/separable_conv_2_normal_right2_3/separable_conv2d/depthwise" -> "1904 NASNet/separable_conv_2_normal_right2_3/separable_conv2d"; +"1904 NASNet/separable_conv_2_normal_right2_3/separable_conv2d" -> "1988 NASNet/separable_conv_2_bn_normal_right2_3/FusedBatchNormV3"; +"1905 NASNet/separable_conv_2_normal_left2_3/Sigmoid/ReadVariableOp/resource" -> "1906 NASNet/separable_conv_2_normal_left2_3/Sigmoid/ReadVariableOp"; +"1906 NASNet/separable_conv_2_normal_left2_3/Sigmoid/ReadVariableOp" -> "1907 NASNet/separable_conv_2_normal_left2_3/Sigmoid"; +"1907 NASNet/separable_conv_2_normal_left2_3/Sigmoid" -> "1908 NASNet/separable_conv_2_normal_left2_3/Round"; +"1908 NASNet/separable_conv_2_normal_left2_3/Round" -> "1911 NASNet/separable_conv_2_normal_left2_3/mul"; +"1909 NASNet/separable_conv_2_normal_left2_3/ReadVariableOp/resource" -> "1910 NASNet/separable_conv_2_normal_left2_3/ReadVariableOp"; +"1910 NASNet/separable_conv_2_normal_left2_3/ReadVariableOp" -> "1911 NASNet/separable_conv_2_normal_left2_3/mul"; +"1911 NASNet/separable_conv_2_normal_left2_3/mul" -> "1921 NASNet/separable_conv_2_normal_left2_3/separable_conv2d/depthwise"; +"1912 NASNet/separable_conv_2_normal_left2_3/Sigmoid_1/ReadVariableOp/resource" -> "1913 NASNet/separable_conv_2_normal_left2_3/Sigmoid_1/ReadVariableOp"; +"1913 NASNet/separable_conv_2_normal_left2_3/Sigmoid_1/ReadVariableOp" -> "1914 NASNet/separable_conv_2_normal_left2_3/Sigmoid_1"; +"1914 NASNet/separable_conv_2_normal_left2_3/Sigmoid_1" -> "1915 NASNet/separable_conv_2_normal_left2_3/Round_1"; +"1915 NASNet/separable_conv_2_normal_left2_3/Round_1" -> "1918 NASNet/separable_conv_2_normal_left2_3/mul_1"; +"1916 NASNet/separable_conv_2_normal_left2_3/ReadVariableOp_1/resource" -> "1917 NASNet/separable_conv_2_normal_left2_3/ReadVariableOp_1"; +"1917 NASNet/separable_conv_2_normal_left2_3/ReadVariableOp_1" -> "1918 NASNet/separable_conv_2_normal_left2_3/mul_1"; +"1918 NASNet/separable_conv_2_normal_left2_3/mul_1" -> "1922 NASNet/separable_conv_2_normal_left2_3/separable_conv2d"; +"1921 NASNet/separable_conv_2_normal_left2_3/separable_conv2d/depthwise" -> "1922 NASNet/separable_conv_2_normal_left2_3/separable_conv2d"; +"1922 NASNet/separable_conv_2_normal_left2_3/separable_conv2d" -> "1979 NASNet/separable_conv_2_bn_normal_left2_3/FusedBatchNormV3"; +"1923 NASNet/separable_conv_2_normal_right1_3/Sigmoid/ReadVariableOp/resource" -> "1924 NASNet/separable_conv_2_normal_right1_3/Sigmoid/ReadVariableOp"; +"1924 NASNet/separable_conv_2_normal_right1_3/Sigmoid/ReadVariableOp" -> "1925 NASNet/separable_conv_2_normal_right1_3/Sigmoid"; +"1925 NASNet/separable_conv_2_normal_right1_3/Sigmoid" -> "1926 NASNet/separable_conv_2_normal_right1_3/Round"; +"1926 NASNet/separable_conv_2_normal_right1_3/Round" -> "1929 NASNet/separable_conv_2_normal_right1_3/mul"; +"1927 NASNet/separable_conv_2_normal_right1_3/ReadVariableOp/resource" -> "1928 NASNet/separable_conv_2_normal_right1_3/ReadVariableOp"; +"1928 NASNet/separable_conv_2_normal_right1_3/ReadVariableOp" -> "1929 NASNet/separable_conv_2_normal_right1_3/mul"; +"1929 NASNet/separable_conv_2_normal_right1_3/mul" -> "1939 NASNet/separable_conv_2_normal_right1_3/separable_conv2d/depthwise"; +"1930 NASNet/separable_conv_2_normal_right1_3/Sigmoid_1/ReadVariableOp/resource" -> "1931 NASNet/separable_conv_2_normal_right1_3/Sigmoid_1/ReadVariableOp"; +"1931 NASNet/separable_conv_2_normal_right1_3/Sigmoid_1/ReadVariableOp" -> "1932 NASNet/separable_conv_2_normal_right1_3/Sigmoid_1"; +"1932 NASNet/separable_conv_2_normal_right1_3/Sigmoid_1" -> "1933 NASNet/separable_conv_2_normal_right1_3/Round_1"; +"1933 NASNet/separable_conv_2_normal_right1_3/Round_1" -> "1936 NASNet/separable_conv_2_normal_right1_3/mul_1"; +"1934 NASNet/separable_conv_2_normal_right1_3/ReadVariableOp_1/resource" -> "1935 NASNet/separable_conv_2_normal_right1_3/ReadVariableOp_1"; +"1935 NASNet/separable_conv_2_normal_right1_3/ReadVariableOp_1" -> "1936 NASNet/separable_conv_2_normal_right1_3/mul_1"; +"1936 NASNet/separable_conv_2_normal_right1_3/mul_1" -> "1940 NASNet/separable_conv_2_normal_right1_3/separable_conv2d"; +"1939 NASNet/separable_conv_2_normal_right1_3/separable_conv2d/depthwise" -> "1940 NASNet/separable_conv_2_normal_right1_3/separable_conv2d"; +"1940 NASNet/separable_conv_2_normal_right1_3/separable_conv2d" -> "2006 NASNet/separable_conv_2_bn_normal_right1_3/FusedBatchNormV3"; +"1941 NASNet/separable_conv_2_normal_left1_3/Sigmoid/ReadVariableOp/resource" -> "1942 NASNet/separable_conv_2_normal_left1_3/Sigmoid/ReadVariableOp"; +"1942 NASNet/separable_conv_2_normal_left1_3/Sigmoid/ReadVariableOp" -> "1943 NASNet/separable_conv_2_normal_left1_3/Sigmoid"; +"1943 NASNet/separable_conv_2_normal_left1_3/Sigmoid" -> "1944 NASNet/separable_conv_2_normal_left1_3/Round"; +"1944 NASNet/separable_conv_2_normal_left1_3/Round" -> "1947 NASNet/separable_conv_2_normal_left1_3/mul"; +"1945 NASNet/separable_conv_2_normal_left1_3/ReadVariableOp/resource" -> "1946 NASNet/separable_conv_2_normal_left1_3/ReadVariableOp"; +"1946 NASNet/separable_conv_2_normal_left1_3/ReadVariableOp" -> "1947 NASNet/separable_conv_2_normal_left1_3/mul"; +"1947 NASNet/separable_conv_2_normal_left1_3/mul" -> "1957 NASNet/separable_conv_2_normal_left1_3/separable_conv2d/depthwise"; +"1948 NASNet/separable_conv_2_normal_left1_3/Sigmoid_1/ReadVariableOp/resource" -> "1949 NASNet/separable_conv_2_normal_left1_3/Sigmoid_1/ReadVariableOp"; +"1949 NASNet/separable_conv_2_normal_left1_3/Sigmoid_1/ReadVariableOp" -> "1950 NASNet/separable_conv_2_normal_left1_3/Sigmoid_1"; +"1950 NASNet/separable_conv_2_normal_left1_3/Sigmoid_1" -> "1951 NASNet/separable_conv_2_normal_left1_3/Round_1"; +"1951 NASNet/separable_conv_2_normal_left1_3/Round_1" -> "1954 NASNet/separable_conv_2_normal_left1_3/mul_1"; +"1952 NASNet/separable_conv_2_normal_left1_3/ReadVariableOp_1/resource" -> "1953 NASNet/separable_conv_2_normal_left1_3/ReadVariableOp_1"; +"1953 NASNet/separable_conv_2_normal_left1_3/ReadVariableOp_1" -> "1954 NASNet/separable_conv_2_normal_left1_3/mul_1"; +"1954 NASNet/separable_conv_2_normal_left1_3/mul_1" -> "1958 NASNet/separable_conv_2_normal_left1_3/separable_conv2d"; +"1957 NASNet/separable_conv_2_normal_left1_3/separable_conv2d/depthwise" -> "1958 NASNet/separable_conv_2_normal_left1_3/separable_conv2d"; +"1958 NASNet/separable_conv_2_normal_left1_3/separable_conv2d" -> "1997 NASNet/separable_conv_2_bn_normal_left1_3/FusedBatchNormV3"; +"1959 NASNet/separable_conv_2_bn_normal_left5_3/ReadVariableOp/resource" -> "1960 NASNet/separable_conv_2_bn_normal_left5_3/ReadVariableOp"; +"1960 NASNet/separable_conv_2_bn_normal_left5_3/ReadVariableOp" -> "1967 NASNet/separable_conv_2_bn_normal_left5_3/FusedBatchNormV3"; +"1961 NASNet/separable_conv_2_bn_normal_left5_3/ReadVariableOp_1/resource" -> "1962 NASNet/separable_conv_2_bn_normal_left5_3/ReadVariableOp_1"; +"1962 NASNet/separable_conv_2_bn_normal_left5_3/ReadVariableOp_1" -> "1967 NASNet/separable_conv_2_bn_normal_left5_3/FusedBatchNormV3"; +"1963 NASNet/separable_conv_2_bn_normal_left5_3/FusedBatchNormV3/ReadVariableOp/resource" -> "1964 NASNet/separable_conv_2_bn_normal_left5_3/FusedBatchNormV3/ReadVariableOp"; +"1964 NASNet/separable_conv_2_bn_normal_left5_3/FusedBatchNormV3/ReadVariableOp" -> "1967 NASNet/separable_conv_2_bn_normal_left5_3/FusedBatchNormV3"; +"1965 NASNet/separable_conv_2_bn_normal_left5_3/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1966 NASNet/separable_conv_2_bn_normal_left5_3/FusedBatchNormV3/ReadVariableOp_1"; +"1966 NASNet/separable_conv_2_bn_normal_left5_3/FusedBatchNormV3/ReadVariableOp_1" -> "1967 NASNet/separable_conv_2_bn_normal_left5_3/FusedBatchNormV3"; +"1967 NASNet/separable_conv_2_bn_normal_left5_3/FusedBatchNormV3" -> "2011 NASNet/normal_add_5_3/add"; +"1968 NASNet/normal_left4_3/AvgPool" -> "2010 NASNet/normal_add_4_3/add"; +"1969 NASNet/normal_right4_3/AvgPool" -> "2010 NASNet/normal_add_4_3/add"; +"1970 NASNet/normal_left3_3/AvgPool" -> "2009 NASNet/normal_add_3_3/add"; +"1971 NASNet/separable_conv_2_bn_normal_left2_3/ReadVariableOp/resource" -> "1972 NASNet/separable_conv_2_bn_normal_left2_3/ReadVariableOp"; +"1972 NASNet/separable_conv_2_bn_normal_left2_3/ReadVariableOp" -> "1979 NASNet/separable_conv_2_bn_normal_left2_3/FusedBatchNormV3"; +"1973 NASNet/separable_conv_2_bn_normal_left2_3/ReadVariableOp_1/resource" -> "1974 NASNet/separable_conv_2_bn_normal_left2_3/ReadVariableOp_1"; +"1974 NASNet/separable_conv_2_bn_normal_left2_3/ReadVariableOp_1" -> "1979 NASNet/separable_conv_2_bn_normal_left2_3/FusedBatchNormV3"; +"1975 NASNet/separable_conv_2_bn_normal_left2_3/FusedBatchNormV3/ReadVariableOp/resource" -> "1976 NASNet/separable_conv_2_bn_normal_left2_3/FusedBatchNormV3/ReadVariableOp"; +"1976 NASNet/separable_conv_2_bn_normal_left2_3/FusedBatchNormV3/ReadVariableOp" -> "1979 NASNet/separable_conv_2_bn_normal_left2_3/FusedBatchNormV3"; +"1977 NASNet/separable_conv_2_bn_normal_left2_3/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1978 NASNet/separable_conv_2_bn_normal_left2_3/FusedBatchNormV3/ReadVariableOp_1"; +"1978 NASNet/separable_conv_2_bn_normal_left2_3/FusedBatchNormV3/ReadVariableOp_1" -> "1979 NASNet/separable_conv_2_bn_normal_left2_3/FusedBatchNormV3"; +"1979 NASNet/separable_conv_2_bn_normal_left2_3/FusedBatchNormV3" -> "2008 NASNet/normal_add_2_3/add"; +"1980 NASNet/separable_conv_2_bn_normal_right2_3/ReadVariableOp/resource" -> "1981 NASNet/separable_conv_2_bn_normal_right2_3/ReadVariableOp"; +"1981 NASNet/separable_conv_2_bn_normal_right2_3/ReadVariableOp" -> "1988 NASNet/separable_conv_2_bn_normal_right2_3/FusedBatchNormV3"; +"1982 NASNet/separable_conv_2_bn_normal_right2_3/ReadVariableOp_1/resource" -> "1983 NASNet/separable_conv_2_bn_normal_right2_3/ReadVariableOp_1"; +"1983 NASNet/separable_conv_2_bn_normal_right2_3/ReadVariableOp_1" -> "1988 NASNet/separable_conv_2_bn_normal_right2_3/FusedBatchNormV3"; +"1984 NASNet/separable_conv_2_bn_normal_right2_3/FusedBatchNormV3/ReadVariableOp/resource" -> "1985 NASNet/separable_conv_2_bn_normal_right2_3/FusedBatchNormV3/ReadVariableOp"; +"1985 NASNet/separable_conv_2_bn_normal_right2_3/FusedBatchNormV3/ReadVariableOp" -> "1988 NASNet/separable_conv_2_bn_normal_right2_3/FusedBatchNormV3"; +"1986 NASNet/separable_conv_2_bn_normal_right2_3/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1987 NASNet/separable_conv_2_bn_normal_right2_3/FusedBatchNormV3/ReadVariableOp_1"; +"1987 NASNet/separable_conv_2_bn_normal_right2_3/FusedBatchNormV3/ReadVariableOp_1" -> "1988 NASNet/separable_conv_2_bn_normal_right2_3/FusedBatchNormV3"; +"1988 NASNet/separable_conv_2_bn_normal_right2_3/FusedBatchNormV3" -> "2008 NASNet/normal_add_2_3/add"; +"1989 NASNet/separable_conv_2_bn_normal_left1_3/ReadVariableOp/resource" -> "1990 NASNet/separable_conv_2_bn_normal_left1_3/ReadVariableOp"; +"1990 NASNet/separable_conv_2_bn_normal_left1_3/ReadVariableOp" -> "1997 NASNet/separable_conv_2_bn_normal_left1_3/FusedBatchNormV3"; +"1991 NASNet/separable_conv_2_bn_normal_left1_3/ReadVariableOp_1/resource" -> "1992 NASNet/separable_conv_2_bn_normal_left1_3/ReadVariableOp_1"; +"1992 NASNet/separable_conv_2_bn_normal_left1_3/ReadVariableOp_1" -> "1997 NASNet/separable_conv_2_bn_normal_left1_3/FusedBatchNormV3"; +"1993 NASNet/separable_conv_2_bn_normal_left1_3/FusedBatchNormV3/ReadVariableOp/resource" -> "1994 NASNet/separable_conv_2_bn_normal_left1_3/FusedBatchNormV3/ReadVariableOp"; +"1994 NASNet/separable_conv_2_bn_normal_left1_3/FusedBatchNormV3/ReadVariableOp" -> "1997 NASNet/separable_conv_2_bn_normal_left1_3/FusedBatchNormV3"; +"1995 NASNet/separable_conv_2_bn_normal_left1_3/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1996 NASNet/separable_conv_2_bn_normal_left1_3/FusedBatchNormV3/ReadVariableOp_1"; +"1996 NASNet/separable_conv_2_bn_normal_left1_3/FusedBatchNormV3/ReadVariableOp_1" -> "1997 NASNet/separable_conv_2_bn_normal_left1_3/FusedBatchNormV3"; +"1997 NASNet/separable_conv_2_bn_normal_left1_3/FusedBatchNormV3" -> "2007 NASNet/normal_add_1_3/add"; +"1998 NASNet/separable_conv_2_bn_normal_right1_3/ReadVariableOp/resource" -> "1999 NASNet/separable_conv_2_bn_normal_right1_3/ReadVariableOp"; +"1999 NASNet/separable_conv_2_bn_normal_right1_3/ReadVariableOp" -> "2006 NASNet/separable_conv_2_bn_normal_right1_3/FusedBatchNormV3"; +"2000 NASNet/separable_conv_2_bn_normal_right1_3/ReadVariableOp_1/resource" -> "2001 NASNet/separable_conv_2_bn_normal_right1_3/ReadVariableOp_1"; +"2001 NASNet/separable_conv_2_bn_normal_right1_3/ReadVariableOp_1" -> "2006 NASNet/separable_conv_2_bn_normal_right1_3/FusedBatchNormV3"; +"2002 NASNet/separable_conv_2_bn_normal_right1_3/FusedBatchNormV3/ReadVariableOp/resource" -> "2003 NASNet/separable_conv_2_bn_normal_right1_3/FusedBatchNormV3/ReadVariableOp"; +"2003 NASNet/separable_conv_2_bn_normal_right1_3/FusedBatchNormV3/ReadVariableOp" -> "2006 NASNet/separable_conv_2_bn_normal_right1_3/FusedBatchNormV3"; +"2004 NASNet/separable_conv_2_bn_normal_right1_3/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2005 NASNet/separable_conv_2_bn_normal_right1_3/FusedBatchNormV3/ReadVariableOp_1"; +"2005 NASNet/separable_conv_2_bn_normal_right1_3/FusedBatchNormV3/ReadVariableOp_1" -> "2006 NASNet/separable_conv_2_bn_normal_right1_3/FusedBatchNormV3"; +"2006 NASNet/separable_conv_2_bn_normal_right1_3/FusedBatchNormV3" -> "2007 NASNet/normal_add_1_3/add"; +"2007 NASNet/normal_add_1_3/add" -> "2013 NASNet/normal_concat_3/concat"; +"2008 NASNet/normal_add_2_3/add" -> "2013 NASNet/normal_concat_3/concat"; +"2009 NASNet/normal_add_3_3/add" -> "2013 NASNet/normal_concat_3/concat"; +"2010 NASNet/normal_add_4_3/add" -> "2013 NASNet/normal_concat_3/concat"; +"2011 NASNet/normal_add_5_3/add" -> "2013 NASNet/normal_concat_3/concat"; +"2012 NASNet/normal_concat_3/concat/axis" -> "2013 NASNet/normal_concat_3/concat"; +"2013 NASNet/normal_concat_3/concat" -> "2015 NASNet/activation_70/Relu"; +"2013 NASNet/normal_concat_3/concat" -> "2278 NASNet/adjust_relu_1_5/Relu"; +"2014 NASNet/activation_69/Relu" -> "2023 NASNet/adjust_conv_projection_reduce_4/Conv2D"; +"2015 NASNet/activation_70/Relu" -> "2031 NASNet/reduction_conv_1_reduce_4/Conv2D"; +"2016 NASNet/adjust_conv_projection_reduce_4/Sigmoid/ReadVariableOp/resource" -> "2017 NASNet/adjust_conv_projection_reduce_4/Sigmoid/ReadVariableOp"; +"2017 NASNet/adjust_conv_projection_reduce_4/Sigmoid/ReadVariableOp" -> "2018 NASNet/adjust_conv_projection_reduce_4/Sigmoid"; +"2018 NASNet/adjust_conv_projection_reduce_4/Sigmoid" -> "2019 NASNet/adjust_conv_projection_reduce_4/Round"; +"2019 NASNet/adjust_conv_projection_reduce_4/Round" -> "2022 NASNet/adjust_conv_projection_reduce_4/mul"; +"2020 NASNet/adjust_conv_projection_reduce_4/ReadVariableOp/resource" -> "2021 NASNet/adjust_conv_projection_reduce_4/ReadVariableOp"; +"2021 NASNet/adjust_conv_projection_reduce_4/ReadVariableOp" -> "2022 NASNet/adjust_conv_projection_reduce_4/mul"; +"2022 NASNet/adjust_conv_projection_reduce_4/mul" -> "2023 NASNet/adjust_conv_projection_reduce_4/Conv2D"; +"2023 NASNet/adjust_conv_projection_reduce_4/Conv2D" -> "2040 NASNet/adjust_bn_reduce_4/FusedBatchNormV3"; +"2024 NASNet/reduction_conv_1_reduce_4/Sigmoid/ReadVariableOp/resource" -> "2025 NASNet/reduction_conv_1_reduce_4/Sigmoid/ReadVariableOp"; +"2025 NASNet/reduction_conv_1_reduce_4/Sigmoid/ReadVariableOp" -> "2026 NASNet/reduction_conv_1_reduce_4/Sigmoid"; +"2026 NASNet/reduction_conv_1_reduce_4/Sigmoid" -> "2027 NASNet/reduction_conv_1_reduce_4/Round"; +"2027 NASNet/reduction_conv_1_reduce_4/Round" -> "2030 NASNet/reduction_conv_1_reduce_4/mul"; +"2028 NASNet/reduction_conv_1_reduce_4/ReadVariableOp/resource" -> "2029 NASNet/reduction_conv_1_reduce_4/ReadVariableOp"; +"2029 NASNet/reduction_conv_1_reduce_4/ReadVariableOp" -> "2030 NASNet/reduction_conv_1_reduce_4/mul"; +"2030 NASNet/reduction_conv_1_reduce_4/mul" -> "2031 NASNet/reduction_conv_1_reduce_4/Conv2D"; +"2031 NASNet/reduction_conv_1_reduce_4/Conv2D" -> "2049 NASNet/reduction_bn_1_reduce_4/FusedBatchNormV3"; +"2032 NASNet/adjust_bn_reduce_4/ReadVariableOp/resource" -> "2033 NASNet/adjust_bn_reduce_4/ReadVariableOp"; +"2033 NASNet/adjust_bn_reduce_4/ReadVariableOp" -> "2040 NASNet/adjust_bn_reduce_4/FusedBatchNormV3"; +"2034 NASNet/adjust_bn_reduce_4/ReadVariableOp_1/resource" -> "2035 NASNet/adjust_bn_reduce_4/ReadVariableOp_1"; +"2035 NASNet/adjust_bn_reduce_4/ReadVariableOp_1" -> "2040 NASNet/adjust_bn_reduce_4/FusedBatchNormV3"; +"2036 NASNet/adjust_bn_reduce_4/FusedBatchNormV3/ReadVariableOp/resource" -> "2037 NASNet/adjust_bn_reduce_4/FusedBatchNormV3/ReadVariableOp"; +"2037 NASNet/adjust_bn_reduce_4/FusedBatchNormV3/ReadVariableOp" -> "2040 NASNet/adjust_bn_reduce_4/FusedBatchNormV3"; +"2038 NASNet/adjust_bn_reduce_4/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2039 NASNet/adjust_bn_reduce_4/FusedBatchNormV3/ReadVariableOp_1"; +"2039 NASNet/adjust_bn_reduce_4/FusedBatchNormV3/ReadVariableOp_1" -> "2040 NASNet/adjust_bn_reduce_4/FusedBatchNormV3"; +"2040 NASNet/adjust_bn_reduce_4/FusedBatchNormV3" -> "2050 NASNet/activation_73/Relu"; +"2040 NASNet/adjust_bn_reduce_4/FusedBatchNormV3" -> "2166 NASNet/activation_75/Relu"; +"2040 NASNet/adjust_bn_reduce_4/FusedBatchNormV3" -> "2168 NASNet/activation_77/Relu"; +"2041 NASNet/reduction_bn_1_reduce_4/ReadVariableOp/resource" -> "2042 NASNet/reduction_bn_1_reduce_4/ReadVariableOp"; +"2042 NASNet/reduction_bn_1_reduce_4/ReadVariableOp" -> "2049 NASNet/reduction_bn_1_reduce_4/FusedBatchNormV3"; +"2043 NASNet/reduction_bn_1_reduce_4/ReadVariableOp_1/resource" -> "2044 NASNet/reduction_bn_1_reduce_4/ReadVariableOp_1"; +"2044 NASNet/reduction_bn_1_reduce_4/ReadVariableOp_1" -> "2049 NASNet/reduction_bn_1_reduce_4/FusedBatchNormV3"; +"2045 NASNet/reduction_bn_1_reduce_4/FusedBatchNormV3/ReadVariableOp/resource" -> "2046 NASNet/reduction_bn_1_reduce_4/FusedBatchNormV3/ReadVariableOp"; +"2046 NASNet/reduction_bn_1_reduce_4/FusedBatchNormV3/ReadVariableOp" -> "2049 NASNet/reduction_bn_1_reduce_4/FusedBatchNormV3"; +"2047 NASNet/reduction_bn_1_reduce_4/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2048 NASNet/reduction_bn_1_reduce_4/FusedBatchNormV3/ReadVariableOp_1"; +"2048 NASNet/reduction_bn_1_reduce_4/FusedBatchNormV3/ReadVariableOp_1" -> "2049 NASNet/reduction_bn_1_reduce_4/FusedBatchNormV3"; +"2049 NASNet/reduction_bn_1_reduce_4/FusedBatchNormV3" -> "2051 NASNet/activation_71/Relu"; +"2049 NASNet/reduction_bn_1_reduce_4/FusedBatchNormV3" -> "2257 NASNet/reduction_pad_1_reduce_4/Pad"; +"2050 NASNet/activation_73/Relu" -> "2053 NASNet/separable_conv_1_pad_reduction_right1_reduce_4/Pad"; +"2051 NASNet/activation_71/Relu" -> "2055 NASNet/separable_conv_1_pad_reduction_left1_reduce_4/Pad"; +"2052 NASNet/separable_conv_1_pad_reduction_right1_reduce_4/Pad/paddings" -> "2053 NASNet/separable_conv_1_pad_reduction_right1_reduce_4/Pad"; +"2053 NASNet/separable_conv_1_pad_reduction_right1_reduce_4/Pad" -> "2072 NASNet/separable_conv_1_reduction_right1_reduce_4/separable_conv2d/depthwise"; +"2054 NASNet/separable_conv_1_pad_reduction_left1_reduce_4/Pad/paddings" -> "2055 NASNet/separable_conv_1_pad_reduction_left1_reduce_4/Pad"; +"2055 NASNet/separable_conv_1_pad_reduction_left1_reduce_4/Pad" -> "2090 NASNet/separable_conv_1_reduction_left1_reduce_4/separable_conv2d/depthwise"; +"2056 NASNet/separable_conv_1_reduction_right1_reduce_4/Sigmoid/ReadVariableOp/resource" -> "2057 NASNet/separable_conv_1_reduction_right1_reduce_4/Sigmoid/ReadVariableOp"; +"2057 NASNet/separable_conv_1_reduction_right1_reduce_4/Sigmoid/ReadVariableOp" -> "2058 NASNet/separable_conv_1_reduction_right1_reduce_4/Sigmoid"; +"2058 NASNet/separable_conv_1_reduction_right1_reduce_4/Sigmoid" -> "2059 NASNet/separable_conv_1_reduction_right1_reduce_4/Round"; +"2059 NASNet/separable_conv_1_reduction_right1_reduce_4/Round" -> "2062 NASNet/separable_conv_1_reduction_right1_reduce_4/mul"; +"2060 NASNet/separable_conv_1_reduction_right1_reduce_4/ReadVariableOp/resource" -> "2061 NASNet/separable_conv_1_reduction_right1_reduce_4/ReadVariableOp"; +"2061 NASNet/separable_conv_1_reduction_right1_reduce_4/ReadVariableOp" -> "2062 NASNet/separable_conv_1_reduction_right1_reduce_4/mul"; +"2062 NASNet/separable_conv_1_reduction_right1_reduce_4/mul" -> "2072 NASNet/separable_conv_1_reduction_right1_reduce_4/separable_conv2d/depthwise"; +"2063 NASNet/separable_conv_1_reduction_right1_reduce_4/Sigmoid_1/ReadVariableOp/resource" -> "2064 NASNet/separable_conv_1_reduction_right1_reduce_4/Sigmoid_1/ReadVariableOp"; +"2064 NASNet/separable_conv_1_reduction_right1_reduce_4/Sigmoid_1/ReadVariableOp" -> "2065 NASNet/separable_conv_1_reduction_right1_reduce_4/Sigmoid_1"; +"2065 NASNet/separable_conv_1_reduction_right1_reduce_4/Sigmoid_1" -> "2066 NASNet/separable_conv_1_reduction_right1_reduce_4/Round_1"; +"2066 NASNet/separable_conv_1_reduction_right1_reduce_4/Round_1" -> "2069 NASNet/separable_conv_1_reduction_right1_reduce_4/mul_1"; +"2067 NASNet/separable_conv_1_reduction_right1_reduce_4/ReadVariableOp_1/resource" -> "2068 NASNet/separable_conv_1_reduction_right1_reduce_4/ReadVariableOp_1"; +"2068 NASNet/separable_conv_1_reduction_right1_reduce_4/ReadVariableOp_1" -> "2069 NASNet/separable_conv_1_reduction_right1_reduce_4/mul_1"; +"2069 NASNet/separable_conv_1_reduction_right1_reduce_4/mul_1" -> "2073 NASNet/separable_conv_1_reduction_right1_reduce_4/separable_conv2d"; +"2072 NASNet/separable_conv_1_reduction_right1_reduce_4/separable_conv2d/depthwise" -> "2073 NASNet/separable_conv_1_reduction_right1_reduce_4/separable_conv2d"; +"2073 NASNet/separable_conv_1_reduction_right1_reduce_4/separable_conv2d" -> "2100 NASNet/separable_conv_1_bn_reduction_right1_reduce_4/FusedBatchNormV3"; +"2074 NASNet/separable_conv_1_reduction_left1_reduce_4/Sigmoid/ReadVariableOp/resource" -> "2075 NASNet/separable_conv_1_reduction_left1_reduce_4/Sigmoid/ReadVariableOp"; +"2075 NASNet/separable_conv_1_reduction_left1_reduce_4/Sigmoid/ReadVariableOp" -> "2076 NASNet/separable_conv_1_reduction_left1_reduce_4/Sigmoid"; +"2076 NASNet/separable_conv_1_reduction_left1_reduce_4/Sigmoid" -> "2077 NASNet/separable_conv_1_reduction_left1_reduce_4/Round"; +"2077 NASNet/separable_conv_1_reduction_left1_reduce_4/Round" -> "2080 NASNet/separable_conv_1_reduction_left1_reduce_4/mul"; +"2078 NASNet/separable_conv_1_reduction_left1_reduce_4/ReadVariableOp/resource" -> "2079 NASNet/separable_conv_1_reduction_left1_reduce_4/ReadVariableOp"; +"2079 NASNet/separable_conv_1_reduction_left1_reduce_4/ReadVariableOp" -> "2080 NASNet/separable_conv_1_reduction_left1_reduce_4/mul"; +"2080 NASNet/separable_conv_1_reduction_left1_reduce_4/mul" -> "2090 NASNet/separable_conv_1_reduction_left1_reduce_4/separable_conv2d/depthwise"; +"2081 NASNet/separable_conv_1_reduction_left1_reduce_4/Sigmoid_1/ReadVariableOp/resource" -> "2082 NASNet/separable_conv_1_reduction_left1_reduce_4/Sigmoid_1/ReadVariableOp"; +"2082 NASNet/separable_conv_1_reduction_left1_reduce_4/Sigmoid_1/ReadVariableOp" -> "2083 NASNet/separable_conv_1_reduction_left1_reduce_4/Sigmoid_1"; +"2083 NASNet/separable_conv_1_reduction_left1_reduce_4/Sigmoid_1" -> "2084 NASNet/separable_conv_1_reduction_left1_reduce_4/Round_1"; +"2084 NASNet/separable_conv_1_reduction_left1_reduce_4/Round_1" -> "2087 NASNet/separable_conv_1_reduction_left1_reduce_4/mul_1"; +"2085 NASNet/separable_conv_1_reduction_left1_reduce_4/ReadVariableOp_1/resource" -> "2086 NASNet/separable_conv_1_reduction_left1_reduce_4/ReadVariableOp_1"; +"2086 NASNet/separable_conv_1_reduction_left1_reduce_4/ReadVariableOp_1" -> "2087 NASNet/separable_conv_1_reduction_left1_reduce_4/mul_1"; +"2087 NASNet/separable_conv_1_reduction_left1_reduce_4/mul_1" -> "2091 NASNet/separable_conv_1_reduction_left1_reduce_4/separable_conv2d"; +"2090 NASNet/separable_conv_1_reduction_left1_reduce_4/separable_conv2d/depthwise" -> "2091 NASNet/separable_conv_1_reduction_left1_reduce_4/separable_conv2d"; +"2091 NASNet/separable_conv_1_reduction_left1_reduce_4/separable_conv2d" -> "2109 NASNet/separable_conv_1_bn_reduction_left1_reduce_4/FusedBatchNormV3"; +"2092 NASNet/separable_conv_1_bn_reduction_right1_reduce_4/ReadVariableOp/resource" -> "2093 NASNet/separable_conv_1_bn_reduction_right1_reduce_4/ReadVariableOp"; +"2093 NASNet/separable_conv_1_bn_reduction_right1_reduce_4/ReadVariableOp" -> "2100 NASNet/separable_conv_1_bn_reduction_right1_reduce_4/FusedBatchNormV3"; +"2094 NASNet/separable_conv_1_bn_reduction_right1_reduce_4/ReadVariableOp_1/resource" -> "2095 NASNet/separable_conv_1_bn_reduction_right1_reduce_4/ReadVariableOp_1"; +"2095 NASNet/separable_conv_1_bn_reduction_right1_reduce_4/ReadVariableOp_1" -> "2100 NASNet/separable_conv_1_bn_reduction_right1_reduce_4/FusedBatchNormV3"; +"2096 NASNet/separable_conv_1_bn_reduction_right1_reduce_4/FusedBatchNormV3/ReadVariableOp/resource" -> "2097 NASNet/separable_conv_1_bn_reduction_right1_reduce_4/FusedBatchNormV3/ReadVariableOp"; +"2097 NASNet/separable_conv_1_bn_reduction_right1_reduce_4/FusedBatchNormV3/ReadVariableOp" -> "2100 NASNet/separable_conv_1_bn_reduction_right1_reduce_4/FusedBatchNormV3"; +"2098 NASNet/separable_conv_1_bn_reduction_right1_reduce_4/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2099 NASNet/separable_conv_1_bn_reduction_right1_reduce_4/FusedBatchNormV3/ReadVariableOp_1"; +"2099 NASNet/separable_conv_1_bn_reduction_right1_reduce_4/FusedBatchNormV3/ReadVariableOp_1" -> "2100 NASNet/separable_conv_1_bn_reduction_right1_reduce_4/FusedBatchNormV3"; +"2100 NASNet/separable_conv_1_bn_reduction_right1_reduce_4/FusedBatchNormV3" -> "2110 NASNet/activation_74/Relu"; +"2101 NASNet/separable_conv_1_bn_reduction_left1_reduce_4/ReadVariableOp/resource" -> "2102 NASNet/separable_conv_1_bn_reduction_left1_reduce_4/ReadVariableOp"; +"2102 NASNet/separable_conv_1_bn_reduction_left1_reduce_4/ReadVariableOp" -> "2109 NASNet/separable_conv_1_bn_reduction_left1_reduce_4/FusedBatchNormV3"; +"2103 NASNet/separable_conv_1_bn_reduction_left1_reduce_4/ReadVariableOp_1/resource" -> "2104 NASNet/separable_conv_1_bn_reduction_left1_reduce_4/ReadVariableOp_1"; +"2104 NASNet/separable_conv_1_bn_reduction_left1_reduce_4/ReadVariableOp_1" -> "2109 NASNet/separable_conv_1_bn_reduction_left1_reduce_4/FusedBatchNormV3"; +"2105 NASNet/separable_conv_1_bn_reduction_left1_reduce_4/FusedBatchNormV3/ReadVariableOp/resource" -> "2106 NASNet/separable_conv_1_bn_reduction_left1_reduce_4/FusedBatchNormV3/ReadVariableOp"; +"2106 NASNet/separable_conv_1_bn_reduction_left1_reduce_4/FusedBatchNormV3/ReadVariableOp" -> "2109 NASNet/separable_conv_1_bn_reduction_left1_reduce_4/FusedBatchNormV3"; +"2107 NASNet/separable_conv_1_bn_reduction_left1_reduce_4/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2108 NASNet/separable_conv_1_bn_reduction_left1_reduce_4/FusedBatchNormV3/ReadVariableOp_1"; +"2108 NASNet/separable_conv_1_bn_reduction_left1_reduce_4/FusedBatchNormV3/ReadVariableOp_1" -> "2109 NASNet/separable_conv_1_bn_reduction_left1_reduce_4/FusedBatchNormV3"; +"2109 NASNet/separable_conv_1_bn_reduction_left1_reduce_4/FusedBatchNormV3" -> "2111 NASNet/activation_72/Relu"; +"2110 NASNet/activation_74/Relu" -> "2128 NASNet/separable_conv_2_reduction_right1_reduce_4/separable_conv2d/depthwise"; +"2111 NASNet/activation_72/Relu" -> "2146 NASNet/separable_conv_2_reduction_left1_reduce_4/separable_conv2d/depthwise"; +"2112 NASNet/separable_conv_2_reduction_right1_reduce_4/Sigmoid/ReadVariableOp/resource" -> "2113 NASNet/separable_conv_2_reduction_right1_reduce_4/Sigmoid/ReadVariableOp"; +"2113 NASNet/separable_conv_2_reduction_right1_reduce_4/Sigmoid/ReadVariableOp" -> "2114 NASNet/separable_conv_2_reduction_right1_reduce_4/Sigmoid"; +"2114 NASNet/separable_conv_2_reduction_right1_reduce_4/Sigmoid" -> "2115 NASNet/separable_conv_2_reduction_right1_reduce_4/Round"; +"2115 NASNet/separable_conv_2_reduction_right1_reduce_4/Round" -> "2118 NASNet/separable_conv_2_reduction_right1_reduce_4/mul"; +"2116 NASNet/separable_conv_2_reduction_right1_reduce_4/ReadVariableOp/resource" -> "2117 NASNet/separable_conv_2_reduction_right1_reduce_4/ReadVariableOp"; +"2117 NASNet/separable_conv_2_reduction_right1_reduce_4/ReadVariableOp" -> "2118 NASNet/separable_conv_2_reduction_right1_reduce_4/mul"; +"2118 NASNet/separable_conv_2_reduction_right1_reduce_4/mul" -> "2128 NASNet/separable_conv_2_reduction_right1_reduce_4/separable_conv2d/depthwise"; +"2119 NASNet/separable_conv_2_reduction_right1_reduce_4/Sigmoid_1/ReadVariableOp/resource" -> "2120 NASNet/separable_conv_2_reduction_right1_reduce_4/Sigmoid_1/ReadVariableOp"; +"2120 NASNet/separable_conv_2_reduction_right1_reduce_4/Sigmoid_1/ReadVariableOp" -> "2121 NASNet/separable_conv_2_reduction_right1_reduce_4/Sigmoid_1"; +"2121 NASNet/separable_conv_2_reduction_right1_reduce_4/Sigmoid_1" -> "2122 NASNet/separable_conv_2_reduction_right1_reduce_4/Round_1"; +"2122 NASNet/separable_conv_2_reduction_right1_reduce_4/Round_1" -> "2125 NASNet/separable_conv_2_reduction_right1_reduce_4/mul_1"; +"2123 NASNet/separable_conv_2_reduction_right1_reduce_4/ReadVariableOp_1/resource" -> "2124 NASNet/separable_conv_2_reduction_right1_reduce_4/ReadVariableOp_1"; +"2124 NASNet/separable_conv_2_reduction_right1_reduce_4/ReadVariableOp_1" -> "2125 NASNet/separable_conv_2_reduction_right1_reduce_4/mul_1"; +"2125 NASNet/separable_conv_2_reduction_right1_reduce_4/mul_1" -> "2129 NASNet/separable_conv_2_reduction_right1_reduce_4/separable_conv2d"; +"2128 NASNet/separable_conv_2_reduction_right1_reduce_4/separable_conv2d/depthwise" -> "2129 NASNet/separable_conv_2_reduction_right1_reduce_4/separable_conv2d"; +"2129 NASNet/separable_conv_2_reduction_right1_reduce_4/separable_conv2d" -> "2165 NASNet/separable_conv_2_bn_reduction_right1_reduce_4/FusedBatchNormV3"; +"2130 NASNet/separable_conv_2_reduction_left1_reduce_4/Sigmoid/ReadVariableOp/resource" -> "2131 NASNet/separable_conv_2_reduction_left1_reduce_4/Sigmoid/ReadVariableOp"; +"2131 NASNet/separable_conv_2_reduction_left1_reduce_4/Sigmoid/ReadVariableOp" -> "2132 NASNet/separable_conv_2_reduction_left1_reduce_4/Sigmoid"; +"2132 NASNet/separable_conv_2_reduction_left1_reduce_4/Sigmoid" -> "2133 NASNet/separable_conv_2_reduction_left1_reduce_4/Round"; +"2133 NASNet/separable_conv_2_reduction_left1_reduce_4/Round" -> "2136 NASNet/separable_conv_2_reduction_left1_reduce_4/mul"; +"2134 NASNet/separable_conv_2_reduction_left1_reduce_4/ReadVariableOp/resource" -> "2135 NASNet/separable_conv_2_reduction_left1_reduce_4/ReadVariableOp"; +"2135 NASNet/separable_conv_2_reduction_left1_reduce_4/ReadVariableOp" -> "2136 NASNet/separable_conv_2_reduction_left1_reduce_4/mul"; +"2136 NASNet/separable_conv_2_reduction_left1_reduce_4/mul" -> "2146 NASNet/separable_conv_2_reduction_left1_reduce_4/separable_conv2d/depthwise"; +"2137 NASNet/separable_conv_2_reduction_left1_reduce_4/Sigmoid_1/ReadVariableOp/resource" -> "2138 NASNet/separable_conv_2_reduction_left1_reduce_4/Sigmoid_1/ReadVariableOp"; +"2138 NASNet/separable_conv_2_reduction_left1_reduce_4/Sigmoid_1/ReadVariableOp" -> "2139 NASNet/separable_conv_2_reduction_left1_reduce_4/Sigmoid_1"; +"2139 NASNet/separable_conv_2_reduction_left1_reduce_4/Sigmoid_1" -> "2140 NASNet/separable_conv_2_reduction_left1_reduce_4/Round_1"; +"2140 NASNet/separable_conv_2_reduction_left1_reduce_4/Round_1" -> "2143 NASNet/separable_conv_2_reduction_left1_reduce_4/mul_1"; +"2141 NASNet/separable_conv_2_reduction_left1_reduce_4/ReadVariableOp_1/resource" -> "2142 NASNet/separable_conv_2_reduction_left1_reduce_4/ReadVariableOp_1"; +"2142 NASNet/separable_conv_2_reduction_left1_reduce_4/ReadVariableOp_1" -> "2143 NASNet/separable_conv_2_reduction_left1_reduce_4/mul_1"; +"2143 NASNet/separable_conv_2_reduction_left1_reduce_4/mul_1" -> "2147 NASNet/separable_conv_2_reduction_left1_reduce_4/separable_conv2d"; +"2146 NASNet/separable_conv_2_reduction_left1_reduce_4/separable_conv2d/depthwise" -> "2147 NASNet/separable_conv_2_reduction_left1_reduce_4/separable_conv2d"; +"2147 NASNet/separable_conv_2_reduction_left1_reduce_4/separable_conv2d" -> "2156 NASNet/separable_conv_2_bn_reduction_left1_reduce_4/FusedBatchNormV3"; +"2148 NASNet/separable_conv_2_bn_reduction_left1_reduce_4/ReadVariableOp/resource" -> "2149 NASNet/separable_conv_2_bn_reduction_left1_reduce_4/ReadVariableOp"; +"2149 NASNet/separable_conv_2_bn_reduction_left1_reduce_4/ReadVariableOp" -> "2156 NASNet/separable_conv_2_bn_reduction_left1_reduce_4/FusedBatchNormV3"; +"2150 NASNet/separable_conv_2_bn_reduction_left1_reduce_4/ReadVariableOp_1/resource" -> "2151 NASNet/separable_conv_2_bn_reduction_left1_reduce_4/ReadVariableOp_1"; +"2151 NASNet/separable_conv_2_bn_reduction_left1_reduce_4/ReadVariableOp_1" -> "2156 NASNet/separable_conv_2_bn_reduction_left1_reduce_4/FusedBatchNormV3"; +"2152 NASNet/separable_conv_2_bn_reduction_left1_reduce_4/FusedBatchNormV3/ReadVariableOp/resource" -> "2153 NASNet/separable_conv_2_bn_reduction_left1_reduce_4/FusedBatchNormV3/ReadVariableOp"; +"2153 NASNet/separable_conv_2_bn_reduction_left1_reduce_4/FusedBatchNormV3/ReadVariableOp" -> "2156 NASNet/separable_conv_2_bn_reduction_left1_reduce_4/FusedBatchNormV3"; +"2154 NASNet/separable_conv_2_bn_reduction_left1_reduce_4/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2155 NASNet/separable_conv_2_bn_reduction_left1_reduce_4/FusedBatchNormV3/ReadVariableOp_1"; +"2155 NASNet/separable_conv_2_bn_reduction_left1_reduce_4/FusedBatchNormV3/ReadVariableOp_1" -> "2156 NASNet/separable_conv_2_bn_reduction_left1_reduce_4/FusedBatchNormV3"; +"2156 NASNet/separable_conv_2_bn_reduction_left1_reduce_4/FusedBatchNormV3" -> "2167 NASNet/reduction_add_1_reduce_4/add"; +"2157 NASNet/separable_conv_2_bn_reduction_right1_reduce_4/ReadVariableOp/resource" -> "2158 NASNet/separable_conv_2_bn_reduction_right1_reduce_4/ReadVariableOp"; +"2158 NASNet/separable_conv_2_bn_reduction_right1_reduce_4/ReadVariableOp" -> "2165 NASNet/separable_conv_2_bn_reduction_right1_reduce_4/FusedBatchNormV3"; +"2159 NASNet/separable_conv_2_bn_reduction_right1_reduce_4/ReadVariableOp_1/resource" -> "2160 NASNet/separable_conv_2_bn_reduction_right1_reduce_4/ReadVariableOp_1"; +"2160 NASNet/separable_conv_2_bn_reduction_right1_reduce_4/ReadVariableOp_1" -> "2165 NASNet/separable_conv_2_bn_reduction_right1_reduce_4/FusedBatchNormV3"; +"2161 NASNet/separable_conv_2_bn_reduction_right1_reduce_4/FusedBatchNormV3/ReadVariableOp/resource" -> "2162 NASNet/separable_conv_2_bn_reduction_right1_reduce_4/FusedBatchNormV3/ReadVariableOp"; +"2162 NASNet/separable_conv_2_bn_reduction_right1_reduce_4/FusedBatchNormV3/ReadVariableOp" -> "2165 NASNet/separable_conv_2_bn_reduction_right1_reduce_4/FusedBatchNormV3"; +"2163 NASNet/separable_conv_2_bn_reduction_right1_reduce_4/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2164 NASNet/separable_conv_2_bn_reduction_right1_reduce_4/FusedBatchNormV3/ReadVariableOp_1"; +"2164 NASNet/separable_conv_2_bn_reduction_right1_reduce_4/FusedBatchNormV3/ReadVariableOp_1" -> "2165 NASNet/separable_conv_2_bn_reduction_right1_reduce_4/FusedBatchNormV3"; +"2165 NASNet/separable_conv_2_bn_reduction_right1_reduce_4/FusedBatchNormV3" -> "2167 NASNet/reduction_add_1_reduce_4/add"; +"2166 NASNet/activation_75/Relu" -> "2170 NASNet/separable_conv_1_pad_reduction_right2_reduce_4/Pad"; +"2167 NASNet/reduction_add_1_reduce_4/add" -> "2171 NASNet/activation_79/Relu"; +"2167 NASNet/reduction_add_1_reduce_4/add" -> "2338 NASNet/reduction_left4_reduce_4/AvgPool"; +"2168 NASNet/activation_77/Relu" -> "2173 NASNet/separable_conv_1_pad_reduction_right3_reduce_4/Pad"; +"2169 NASNet/separable_conv_1_pad_reduction_right2_reduce_4/Pad/paddings" -> "2170 NASNet/separable_conv_1_pad_reduction_right2_reduce_4/Pad"; +"2170 NASNet/separable_conv_1_pad_reduction_right2_reduce_4/Pad" -> "2190 NASNet/separable_conv_1_reduction_right2_reduce_4/separable_conv2d/depthwise"; +"2171 NASNet/activation_79/Relu" -> "2208 NASNet/separable_conv_1_reduction_left4_reduce_4/separable_conv2d/depthwise"; +"2172 NASNet/separable_conv_1_pad_reduction_right3_reduce_4/Pad/paddings" -> "2173 NASNet/separable_conv_1_pad_reduction_right3_reduce_4/Pad"; +"2173 NASNet/separable_conv_1_pad_reduction_right3_reduce_4/Pad" -> "2226 NASNet/separable_conv_1_reduction_right3_reduce_4/separable_conv2d/depthwise"; +"2174 NASNet/separable_conv_1_reduction_right2_reduce_4/Sigmoid/ReadVariableOp/resource" -> "2175 NASNet/separable_conv_1_reduction_right2_reduce_4/Sigmoid/ReadVariableOp"; +"2175 NASNet/separable_conv_1_reduction_right2_reduce_4/Sigmoid/ReadVariableOp" -> "2176 NASNet/separable_conv_1_reduction_right2_reduce_4/Sigmoid"; +"2176 NASNet/separable_conv_1_reduction_right2_reduce_4/Sigmoid" -> "2177 NASNet/separable_conv_1_reduction_right2_reduce_4/Round"; +"2177 NASNet/separable_conv_1_reduction_right2_reduce_4/Round" -> "2180 NASNet/separable_conv_1_reduction_right2_reduce_4/mul"; +"2178 NASNet/separable_conv_1_reduction_right2_reduce_4/ReadVariableOp/resource" -> "2179 NASNet/separable_conv_1_reduction_right2_reduce_4/ReadVariableOp"; +"2179 NASNet/separable_conv_1_reduction_right2_reduce_4/ReadVariableOp" -> "2180 NASNet/separable_conv_1_reduction_right2_reduce_4/mul"; +"2180 NASNet/separable_conv_1_reduction_right2_reduce_4/mul" -> "2190 NASNet/separable_conv_1_reduction_right2_reduce_4/separable_conv2d/depthwise"; +"2181 NASNet/separable_conv_1_reduction_right2_reduce_4/Sigmoid_1/ReadVariableOp/resource" -> "2182 NASNet/separable_conv_1_reduction_right2_reduce_4/Sigmoid_1/ReadVariableOp"; +"2182 NASNet/separable_conv_1_reduction_right2_reduce_4/Sigmoid_1/ReadVariableOp" -> "2183 NASNet/separable_conv_1_reduction_right2_reduce_4/Sigmoid_1"; +"2183 NASNet/separable_conv_1_reduction_right2_reduce_4/Sigmoid_1" -> "2184 NASNet/separable_conv_1_reduction_right2_reduce_4/Round_1"; +"2184 NASNet/separable_conv_1_reduction_right2_reduce_4/Round_1" -> "2187 NASNet/separable_conv_1_reduction_right2_reduce_4/mul_1"; +"2185 NASNet/separable_conv_1_reduction_right2_reduce_4/ReadVariableOp_1/resource" -> "2186 NASNet/separable_conv_1_reduction_right2_reduce_4/ReadVariableOp_1"; +"2186 NASNet/separable_conv_1_reduction_right2_reduce_4/ReadVariableOp_1" -> "2187 NASNet/separable_conv_1_reduction_right2_reduce_4/mul_1"; +"2187 NASNet/separable_conv_1_reduction_right2_reduce_4/mul_1" -> "2191 NASNet/separable_conv_1_reduction_right2_reduce_4/separable_conv2d"; +"2190 NASNet/separable_conv_1_reduction_right2_reduce_4/separable_conv2d/depthwise" -> "2191 NASNet/separable_conv_1_reduction_right2_reduce_4/separable_conv2d"; +"2191 NASNet/separable_conv_1_reduction_right2_reduce_4/separable_conv2d" -> "2236 NASNet/separable_conv_1_bn_reduction_right2_reduce_4/FusedBatchNormV3"; +"2192 NASNet/separable_conv_1_reduction_left4_reduce_4/Sigmoid/ReadVariableOp/resource" -> "2193 NASNet/separable_conv_1_reduction_left4_reduce_4/Sigmoid/ReadVariableOp"; +"2193 NASNet/separable_conv_1_reduction_left4_reduce_4/Sigmoid/ReadVariableOp" -> "2194 NASNet/separable_conv_1_reduction_left4_reduce_4/Sigmoid"; +"2194 NASNet/separable_conv_1_reduction_left4_reduce_4/Sigmoid" -> "2195 NASNet/separable_conv_1_reduction_left4_reduce_4/Round"; +"2195 NASNet/separable_conv_1_reduction_left4_reduce_4/Round" -> "2198 NASNet/separable_conv_1_reduction_left4_reduce_4/mul"; +"2196 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NASNet/reduction_add_2_reduce_4/add"; +"2325 NASNet/zero_padding2d_2/Pad/paddings" -> "2326 NASNet/zero_padding2d_2/Pad"; +"2326 NASNet/zero_padding2d_2/Pad" -> "2352 NASNet/cropping2d_2/strided_slice"; +"2327 NASNet/reduction_add_2_reduce_4/add" -> "2354 NASNet/add_2/add"; +"2327 NASNet/reduction_add_2_reduce_4/add" -> "2357 NASNet/reduction_concat_reduce_4/concat"; +"2328 NASNet/separable_conv_2_bn_reduction_left4_reduce_4/ReadVariableOp/resource" -> "2329 NASNet/separable_conv_2_bn_reduction_left4_reduce_4/ReadVariableOp"; +"2329 NASNet/separable_conv_2_bn_reduction_left4_reduce_4/ReadVariableOp" -> "2336 NASNet/separable_conv_2_bn_reduction_left4_reduce_4/FusedBatchNormV3"; +"2330 NASNet/separable_conv_2_bn_reduction_left4_reduce_4/ReadVariableOp_1/resource" -> "2331 NASNet/separable_conv_2_bn_reduction_left4_reduce_4/ReadVariableOp_1"; +"2331 NASNet/separable_conv_2_bn_reduction_left4_reduce_4/ReadVariableOp_1" -> "2336 NASNet/separable_conv_2_bn_reduction_left4_reduce_4/FusedBatchNormV3"; +"2332 NASNet/separable_conv_2_bn_reduction_left4_reduce_4/FusedBatchNormV3/ReadVariableOp/resource" -> "2333 NASNet/separable_conv_2_bn_reduction_left4_reduce_4/FusedBatchNormV3/ReadVariableOp"; +"2333 NASNet/separable_conv_2_bn_reduction_left4_reduce_4/FusedBatchNormV3/ReadVariableOp" -> "2336 NASNet/separable_conv_2_bn_reduction_left4_reduce_4/FusedBatchNormV3"; +"2334 NASNet/separable_conv_2_bn_reduction_left4_reduce_4/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2335 NASNet/separable_conv_2_bn_reduction_left4_reduce_4/FusedBatchNormV3/ReadVariableOp_1"; +"2335 NASNet/separable_conv_2_bn_reduction_left4_reduce_4/FusedBatchNormV3/ReadVariableOp_1" -> "2336 NASNet/separable_conv_2_bn_reduction_left4_reduce_4/FusedBatchNormV3"; +"2336 NASNet/separable_conv_2_bn_reduction_left4_reduce_4/FusedBatchNormV3" -> "2355 NASNet/reduction_add4_reduce_4/add"; +"2337 NASNet/reduction_right5_reduce_4/MaxPool" -> "2355 NASNet/reduction_add4_reduce_4/add"; +"2338 NASNet/reduction_left4_reduce_4/AvgPool" -> "2354 NASNet/add_2/add"; +"2339 NASNet/reduction_left3_reduce_4/AvgPool" -> "2353 NASNet/reduction_add3_reduce_4/add"; +"2340 NASNet/separable_conv_2_bn_reduction_right3_reduce_4/ReadVariableOp/resource" -> "2341 NASNet/separable_conv_2_bn_reduction_right3_reduce_4/ReadVariableOp"; +"2341 NASNet/separable_conv_2_bn_reduction_right3_reduce_4/ReadVariableOp" -> "2348 NASNet/separable_conv_2_bn_reduction_right3_reduce_4/FusedBatchNormV3"; +"2342 NASNet/separable_conv_2_bn_reduction_right3_reduce_4/ReadVariableOp_1/resource" -> "2343 NASNet/separable_conv_2_bn_reduction_right3_reduce_4/ReadVariableOp_1"; +"2343 NASNet/separable_conv_2_bn_reduction_right3_reduce_4/ReadVariableOp_1" -> "2348 NASNet/separable_conv_2_bn_reduction_right3_reduce_4/FusedBatchNormV3"; +"2344 NASNet/separable_conv_2_bn_reduction_right3_reduce_4/FusedBatchNormV3/ReadVariableOp/resource" -> "2345 NASNet/separable_conv_2_bn_reduction_right3_reduce_4/FusedBatchNormV3/ReadVariableOp"; +"2345 NASNet/separable_conv_2_bn_reduction_right3_reduce_4/FusedBatchNormV3/ReadVariableOp" -> "2348 NASNet/separable_conv_2_bn_reduction_right3_reduce_4/FusedBatchNormV3"; +"2346 NASNet/separable_conv_2_bn_reduction_right3_reduce_4/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2347 NASNet/separable_conv_2_bn_reduction_right3_reduce_4/FusedBatchNormV3/ReadVariableOp_1"; +"2347 NASNet/separable_conv_2_bn_reduction_right3_reduce_4/FusedBatchNormV3/ReadVariableOp_1" -> "2348 NASNet/separable_conv_2_bn_reduction_right3_reduce_4/FusedBatchNormV3"; +"2348 NASNet/separable_conv_2_bn_reduction_right3_reduce_4/FusedBatchNormV3" -> "2353 NASNet/reduction_add3_reduce_4/add"; +"2349 NASNet/cropping2d_2/strided_slice/stack" -> "2352 NASNet/cropping2d_2/strided_slice"; +"2350 NASNet/cropping2d_2/strided_slice/stack_1" -> "2352 NASNet/cropping2d_2/strided_slice"; +"2351 NASNet/cropping2d_2/strided_slice/stack_2" -> "2352 NASNet/cropping2d_2/strided_slice"; +"2352 NASNet/cropping2d_2/strided_slice" -> "2358 NASNet/adjust_avg_pool_2_5/AvgPool"; +"2353 NASNet/reduction_add3_reduce_4/add" -> "2357 NASNet/reduction_concat_reduce_4/concat"; +"2354 NASNet/add_2/add" -> "2357 NASNet/reduction_concat_reduce_4/concat"; +"2355 NASNet/reduction_add4_reduce_4/add" -> "2357 NASNet/reduction_concat_reduce_4/concat"; +"2356 NASNet/reduction_concat_reduce_4/concat/axis" -> "2357 NASNet/reduction_concat_reduce_4/concat"; +"2357 NASNet/reduction_concat_reduce_4/concat" -> "2360 NASNet/activation_81/Relu"; +"2357 NASNet/reduction_concat_reduce_4/concat" -> "2696 NASNet/activation_92/Relu"; +"2358 NASNet/adjust_avg_pool_2_5/AvgPool" -> "2376 NASNet/adjust_conv_2_5/Conv2D"; +"2359 NASNet/adjust_avg_pool_1_5/AvgPool" -> "2368 NASNet/adjust_conv_1_5/Conv2D"; +"2360 NASNet/activation_81/Relu" -> "2384 NASNet/normal_conv_1_5/Conv2D"; +"2361 NASNet/adjust_conv_1_5/Sigmoid/ReadVariableOp/resource" -> "2362 NASNet/adjust_conv_1_5/Sigmoid/ReadVariableOp"; +"2362 NASNet/adjust_conv_1_5/Sigmoid/ReadVariableOp" -> "2363 NASNet/adjust_conv_1_5/Sigmoid"; +"2363 NASNet/adjust_conv_1_5/Sigmoid" -> "2364 NASNet/adjust_conv_1_5/Round"; +"2364 NASNet/adjust_conv_1_5/Round" -> "2367 NASNet/adjust_conv_1_5/mul"; +"2365 NASNet/adjust_conv_1_5/ReadVariableOp/resource" -> "2366 NASNet/adjust_conv_1_5/ReadVariableOp"; +"2366 NASNet/adjust_conv_1_5/ReadVariableOp" -> "2367 NASNet/adjust_conv_1_5/mul"; +"2367 NASNet/adjust_conv_1_5/mul" -> "2368 NASNet/adjust_conv_1_5/Conv2D"; +"2368 NASNet/adjust_conv_1_5/Conv2D" -> "2386 NASNet/concatenate_2/concat"; +"2369 NASNet/adjust_conv_2_5/Sigmoid/ReadVariableOp/resource" -> "2370 NASNet/adjust_conv_2_5/Sigmoid/ReadVariableOp"; +"2370 NASNet/adjust_conv_2_5/Sigmoid/ReadVariableOp" -> "2371 NASNet/adjust_conv_2_5/Sigmoid"; +"2371 NASNet/adjust_conv_2_5/Sigmoid" -> "2372 NASNet/adjust_conv_2_5/Round"; +"2372 NASNet/adjust_conv_2_5/Round" -> "2375 NASNet/adjust_conv_2_5/mul"; +"2373 NASNet/adjust_conv_2_5/ReadVariableOp/resource" -> "2374 NASNet/adjust_conv_2_5/ReadVariableOp"; +"2374 NASNet/adjust_conv_2_5/ReadVariableOp" -> "2375 NASNet/adjust_conv_2_5/mul"; +"2375 NASNet/adjust_conv_2_5/mul" -> "2376 NASNet/adjust_conv_2_5/Conv2D"; +"2376 NASNet/adjust_conv_2_5/Conv2D" -> "2386 NASNet/concatenate_2/concat"; +"2377 NASNet/normal_conv_1_5/Sigmoid/ReadVariableOp/resource" -> "2378 NASNet/normal_conv_1_5/Sigmoid/ReadVariableOp"; +"2378 NASNet/normal_conv_1_5/Sigmoid/ReadVariableOp" -> "2379 NASNet/normal_conv_1_5/Sigmoid"; +"2379 NASNet/normal_conv_1_5/Sigmoid" -> "2380 NASNet/normal_conv_1_5/Round"; +"2380 NASNet/normal_conv_1_5/Round" -> "2383 NASNet/normal_conv_1_5/mul"; +"2381 NASNet/normal_conv_1_5/ReadVariableOp/resource" -> "2382 NASNet/normal_conv_1_5/ReadVariableOp"; +"2382 NASNet/normal_conv_1_5/ReadVariableOp" -> "2383 NASNet/normal_conv_1_5/mul"; +"2383 NASNet/normal_conv_1_5/mul" -> "2384 NASNet/normal_conv_1_5/Conv2D"; +"2384 NASNet/normal_conv_1_5/Conv2D" -> "2404 NASNet/normal_bn_1_5/FusedBatchNormV3"; +"2385 NASNet/concatenate_2/concat/axis" -> "2386 NASNet/concatenate_2/concat"; +"2386 NASNet/concatenate_2/concat" -> "2395 NASNet/adjust_bn_5/FusedBatchNormV3"; +"2387 NASNet/adjust_bn_5/ReadVariableOp/resource" -> "2388 NASNet/adjust_bn_5/ReadVariableOp"; +"2388 NASNet/adjust_bn_5/ReadVariableOp" -> "2395 NASNet/adjust_bn_5/FusedBatchNormV3"; +"2389 NASNet/adjust_bn_5/ReadVariableOp_1/resource" -> "2390 NASNet/adjust_bn_5/ReadVariableOp_1"; +"2390 NASNet/adjust_bn_5/ReadVariableOp_1" -> "2395 NASNet/adjust_bn_5/FusedBatchNormV3"; +"2391 NASNet/adjust_bn_5/FusedBatchNormV3/ReadVariableOp/resource" -> "2392 NASNet/adjust_bn_5/FusedBatchNormV3/ReadVariableOp"; +"2392 NASNet/adjust_bn_5/FusedBatchNormV3/ReadVariableOp" -> "2395 NASNet/adjust_bn_5/FusedBatchNormV3"; +"2393 NASNet/adjust_bn_5/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2394 NASNet/adjust_bn_5/FusedBatchNormV3/ReadVariableOp_1"; +"2394 NASNet/adjust_bn_5/FusedBatchNormV3/ReadVariableOp_1" -> "2395 NASNet/adjust_bn_5/FusedBatchNormV3"; +"2395 NASNet/adjust_bn_5/FusedBatchNormV3" -> "2406 NASNet/activation_88/Relu"; +"2395 NASNet/adjust_bn_5/FusedBatchNormV3" -> "2407 NASNet/activation_86/Relu"; +"2395 NASNet/adjust_bn_5/FusedBatchNormV3" -> "2408 NASNet/activation_84/Relu"; +"2395 NASNet/adjust_bn_5/FusedBatchNormV3" -> "2649 NASNet/normal_left4_5/AvgPool"; +"2395 NASNet/adjust_bn_5/FusedBatchNormV3" -> "2650 NASNet/normal_right4_5/AvgPool"; +"2395 NASNet/adjust_bn_5/FusedBatchNormV3" -> "2690 NASNet/normal_add_3_5/add"; +"2395 NASNet/adjust_bn_5/FusedBatchNormV3" -> "2694 NASNet/normal_concat_5/concat"; +"2396 NASNet/normal_bn_1_5/ReadVariableOp/resource" -> "2397 NASNet/normal_bn_1_5/ReadVariableOp"; +"2397 NASNet/normal_bn_1_5/ReadVariableOp" -> "2404 NASNet/normal_bn_1_5/FusedBatchNormV3"; +"2398 NASNet/normal_bn_1_5/ReadVariableOp_1/resource" -> "2399 NASNet/normal_bn_1_5/ReadVariableOp_1"; +"2399 NASNet/normal_bn_1_5/ReadVariableOp_1" -> "2404 NASNet/normal_bn_1_5/FusedBatchNormV3"; +"2400 NASNet/normal_bn_1_5/FusedBatchNormV3/ReadVariableOp/resource" -> "2401 NASNet/normal_bn_1_5/FusedBatchNormV3/ReadVariableOp"; +"2401 NASNet/normal_bn_1_5/FusedBatchNormV3/ReadVariableOp" -> "2404 NASNet/normal_bn_1_5/FusedBatchNormV3"; +"2402 NASNet/normal_bn_1_5/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2403 NASNet/normal_bn_1_5/FusedBatchNormV3/ReadVariableOp_1"; +"2403 NASNet/normal_bn_1_5/FusedBatchNormV3/ReadVariableOp_1" -> "2404 NASNet/normal_bn_1_5/FusedBatchNormV3"; +"2404 NASNet/normal_bn_1_5/FusedBatchNormV3" -> "2405 NASNet/activation_90/Relu"; +"2404 NASNet/normal_bn_1_5/FusedBatchNormV3" -> "2409 NASNet/activation_82/Relu"; +"2404 NASNet/normal_bn_1_5/FusedBatchNormV3" -> "2651 NASNet/normal_left3_5/AvgPool"; +"2404 NASNet/normal_bn_1_5/FusedBatchNormV3" -> "2692 NASNet/normal_add_5_5/add"; +"2405 NASNet/activation_90/Relu" -> "2426 NASNet/separable_conv_1_normal_left5_5/separable_conv2d/depthwise"; +"2406 NASNet/activation_88/Relu" -> "2444 NASNet/separable_conv_1_normal_right2_5/separable_conv2d/depthwise"; +"2407 NASNet/activation_86/Relu" -> "2462 NASNet/separable_conv_1_normal_left2_5/separable_conv2d/depthwise"; +"2408 NASNet/activation_84/Relu" -> "2480 NASNet/separable_conv_1_normal_right1_5/separable_conv2d/depthwise"; +"2409 NASNet/activation_82/Relu" -> "2498 NASNet/separable_conv_1_normal_left1_5/separable_conv2d/depthwise"; +"2410 NASNet/separable_conv_1_normal_left5_5/Sigmoid/ReadVariableOp/resource" -> "2411 NASNet/separable_conv_1_normal_left5_5/Sigmoid/ReadVariableOp"; +"2411 NASNet/separable_conv_1_normal_left5_5/Sigmoid/ReadVariableOp" -> "2412 NASNet/separable_conv_1_normal_left5_5/Sigmoid"; +"2412 NASNet/separable_conv_1_normal_left5_5/Sigmoid" -> "2413 NASNet/separable_conv_1_normal_left5_5/Round"; +"2413 NASNet/separable_conv_1_normal_left5_5/Round" -> "2416 NASNet/separable_conv_1_normal_left5_5/mul"; +"2414 NASNet/separable_conv_1_normal_left5_5/ReadVariableOp/resource" -> "2415 NASNet/separable_conv_1_normal_left5_5/ReadVariableOp"; +"2415 NASNet/separable_conv_1_normal_left5_5/ReadVariableOp" -> "2416 NASNet/separable_conv_1_normal_left5_5/mul"; +"2416 NASNet/separable_conv_1_normal_left5_5/mul" -> "2426 NASNet/separable_conv_1_normal_left5_5/separable_conv2d/depthwise"; +"2417 NASNet/separable_conv_1_normal_left5_5/Sigmoid_1/ReadVariableOp/resource" -> "2418 NASNet/separable_conv_1_normal_left5_5/Sigmoid_1/ReadVariableOp"; +"2418 NASNet/separable_conv_1_normal_left5_5/Sigmoid_1/ReadVariableOp" -> "2419 NASNet/separable_conv_1_normal_left5_5/Sigmoid_1"; +"2419 NASNet/separable_conv_1_normal_left5_5/Sigmoid_1" -> "2420 NASNet/separable_conv_1_normal_left5_5/Round_1"; +"2420 NASNet/separable_conv_1_normal_left5_5/Round_1" -> "2423 NASNet/separable_conv_1_normal_left5_5/mul_1"; +"2421 NASNet/separable_conv_1_normal_left5_5/ReadVariableOp_1/resource" -> "2422 NASNet/separable_conv_1_normal_left5_5/ReadVariableOp_1"; +"2422 NASNet/separable_conv_1_normal_left5_5/ReadVariableOp_1" -> "2423 NASNet/separable_conv_1_normal_left5_5/mul_1"; +"2423 NASNet/separable_conv_1_normal_left5_5/mul_1" -> "2427 NASNet/separable_conv_1_normal_left5_5/separable_conv2d"; +"2426 NASNet/separable_conv_1_normal_left5_5/separable_conv2d/depthwise" -> "2427 NASNet/separable_conv_1_normal_left5_5/separable_conv2d"; +"2427 NASNet/separable_conv_1_normal_left5_5/separable_conv2d" -> "2508 NASNet/separable_conv_1_bn_normal_left5_5/FusedBatchNormV3"; +"2428 NASNet/separable_conv_1_normal_right2_5/Sigmoid/ReadVariableOp/resource" -> "2429 NASNet/separable_conv_1_normal_right2_5/Sigmoid/ReadVariableOp"; +"2429 NASNet/separable_conv_1_normal_right2_5/Sigmoid/ReadVariableOp" -> "2430 NASNet/separable_conv_1_normal_right2_5/Sigmoid"; +"2430 NASNet/separable_conv_1_normal_right2_5/Sigmoid" -> "2431 NASNet/separable_conv_1_normal_right2_5/Round"; +"2431 NASNet/separable_conv_1_normal_right2_5/Round" -> "2434 NASNet/separable_conv_1_normal_right2_5/mul"; +"2432 NASNet/separable_conv_1_normal_right2_5/ReadVariableOp/resource" -> "2433 NASNet/separable_conv_1_normal_right2_5/ReadVariableOp"; +"2433 NASNet/separable_conv_1_normal_right2_5/ReadVariableOp" -> "2434 NASNet/separable_conv_1_normal_right2_5/mul"; +"2434 NASNet/separable_conv_1_normal_right2_5/mul" -> "2444 NASNet/separable_conv_1_normal_right2_5/separable_conv2d/depthwise"; +"2435 NASNet/separable_conv_1_normal_right2_5/Sigmoid_1/ReadVariableOp/resource" -> "2436 NASNet/separable_conv_1_normal_right2_5/Sigmoid_1/ReadVariableOp"; +"2436 NASNet/separable_conv_1_normal_right2_5/Sigmoid_1/ReadVariableOp" -> "2437 NASNet/separable_conv_1_normal_right2_5/Sigmoid_1"; +"2437 NASNet/separable_conv_1_normal_right2_5/Sigmoid_1" -> "2438 NASNet/separable_conv_1_normal_right2_5/Round_1"; +"2438 NASNet/separable_conv_1_normal_right2_5/Round_1" -> "2441 NASNet/separable_conv_1_normal_right2_5/mul_1"; +"2439 NASNet/separable_conv_1_normal_right2_5/ReadVariableOp_1/resource" -> "2440 NASNet/separable_conv_1_normal_right2_5/ReadVariableOp_1"; +"2440 NASNet/separable_conv_1_normal_right2_5/ReadVariableOp_1" -> "2441 NASNet/separable_conv_1_normal_right2_5/mul_1"; +"2441 NASNet/separable_conv_1_normal_right2_5/mul_1" -> "2445 NASNet/separable_conv_1_normal_right2_5/separable_conv2d"; +"2444 NASNet/separable_conv_1_normal_right2_5/separable_conv2d/depthwise" -> "2445 NASNet/separable_conv_1_normal_right2_5/separable_conv2d"; +"2445 NASNet/separable_conv_1_normal_right2_5/separable_conv2d" -> "2517 NASNet/separable_conv_1_bn_normal_right2_5/FusedBatchNormV3"; +"2446 NASNet/separable_conv_1_normal_left2_5/Sigmoid/ReadVariableOp/resource" -> "2447 NASNet/separable_conv_1_normal_left2_5/Sigmoid/ReadVariableOp"; +"2447 NASNet/separable_conv_1_normal_left2_5/Sigmoid/ReadVariableOp" -> "2448 NASNet/separable_conv_1_normal_left2_5/Sigmoid"; +"2448 NASNet/separable_conv_1_normal_left2_5/Sigmoid" -> "2449 NASNet/separable_conv_1_normal_left2_5/Round"; +"2449 NASNet/separable_conv_1_normal_left2_5/Round" -> "2452 NASNet/separable_conv_1_normal_left2_5/mul"; +"2450 NASNet/separable_conv_1_normal_left2_5/ReadVariableOp/resource" -> "2451 NASNet/separable_conv_1_normal_left2_5/ReadVariableOp"; +"2451 NASNet/separable_conv_1_normal_left2_5/ReadVariableOp" -> "2452 NASNet/separable_conv_1_normal_left2_5/mul"; +"2452 NASNet/separable_conv_1_normal_left2_5/mul" -> "2462 NASNet/separable_conv_1_normal_left2_5/separable_conv2d/depthwise"; +"2453 NASNet/separable_conv_1_normal_left2_5/Sigmoid_1/ReadVariableOp/resource" -> "2454 NASNet/separable_conv_1_normal_left2_5/Sigmoid_1/ReadVariableOp"; +"2454 NASNet/separable_conv_1_normal_left2_5/Sigmoid_1/ReadVariableOp" -> "2455 NASNet/separable_conv_1_normal_left2_5/Sigmoid_1"; +"2455 NASNet/separable_conv_1_normal_left2_5/Sigmoid_1" -> "2456 NASNet/separable_conv_1_normal_left2_5/Round_1"; +"2456 NASNet/separable_conv_1_normal_left2_5/Round_1" -> "2459 NASNet/separable_conv_1_normal_left2_5/mul_1"; +"2457 NASNet/separable_conv_1_normal_left2_5/ReadVariableOp_1/resource" -> "2458 NASNet/separable_conv_1_normal_left2_5/ReadVariableOp_1"; +"2458 NASNet/separable_conv_1_normal_left2_5/ReadVariableOp_1" -> "2459 NASNet/separable_conv_1_normal_left2_5/mul_1"; +"2459 NASNet/separable_conv_1_normal_left2_5/mul_1" -> "2463 NASNet/separable_conv_1_normal_left2_5/separable_conv2d"; +"2462 NASNet/separable_conv_1_normal_left2_5/separable_conv2d/depthwise" -> "2463 NASNet/separable_conv_1_normal_left2_5/separable_conv2d"; +"2463 NASNet/separable_conv_1_normal_left2_5/separable_conv2d" -> "2526 NASNet/separable_conv_1_bn_normal_left2_5/FusedBatchNormV3"; +"2464 NASNet/separable_conv_1_normal_right1_5/Sigmoid/ReadVariableOp/resource" -> "2465 NASNet/separable_conv_1_normal_right1_5/Sigmoid/ReadVariableOp"; +"2465 NASNet/separable_conv_1_normal_right1_5/Sigmoid/ReadVariableOp" -> "2466 NASNet/separable_conv_1_normal_right1_5/Sigmoid"; +"2466 NASNet/separable_conv_1_normal_right1_5/Sigmoid" -> "2467 NASNet/separable_conv_1_normal_right1_5/Round"; +"2467 NASNet/separable_conv_1_normal_right1_5/Round" -> "2470 NASNet/separable_conv_1_normal_right1_5/mul"; +"2468 NASNet/separable_conv_1_normal_right1_5/ReadVariableOp/resource" -> "2469 NASNet/separable_conv_1_normal_right1_5/ReadVariableOp"; +"2469 NASNet/separable_conv_1_normal_right1_5/ReadVariableOp" -> "2470 NASNet/separable_conv_1_normal_right1_5/mul"; +"2470 NASNet/separable_conv_1_normal_right1_5/mul" -> "2480 NASNet/separable_conv_1_normal_right1_5/separable_conv2d/depthwise"; +"2471 NASNet/separable_conv_1_normal_right1_5/Sigmoid_1/ReadVariableOp/resource" -> "2472 NASNet/separable_conv_1_normal_right1_5/Sigmoid_1/ReadVariableOp"; +"2472 NASNet/separable_conv_1_normal_right1_5/Sigmoid_1/ReadVariableOp" -> "2473 NASNet/separable_conv_1_normal_right1_5/Sigmoid_1"; +"2473 NASNet/separable_conv_1_normal_right1_5/Sigmoid_1" -> "2474 NASNet/separable_conv_1_normal_right1_5/Round_1"; +"2474 NASNet/separable_conv_1_normal_right1_5/Round_1" -> "2477 NASNet/separable_conv_1_normal_right1_5/mul_1"; +"2475 NASNet/separable_conv_1_normal_right1_5/ReadVariableOp_1/resource" -> "2476 NASNet/separable_conv_1_normal_right1_5/ReadVariableOp_1"; +"2476 NASNet/separable_conv_1_normal_right1_5/ReadVariableOp_1" -> "2477 NASNet/separable_conv_1_normal_right1_5/mul_1"; +"2477 NASNet/separable_conv_1_normal_right1_5/mul_1" -> "2481 NASNet/separable_conv_1_normal_right1_5/separable_conv2d"; +"2480 NASNet/separable_conv_1_normal_right1_5/separable_conv2d/depthwise" -> "2481 NASNet/separable_conv_1_normal_right1_5/separable_conv2d"; +"2481 NASNet/separable_conv_1_normal_right1_5/separable_conv2d" -> "2535 NASNet/separable_conv_1_bn_normal_right1_5/FusedBatchNormV3"; +"2482 NASNet/separable_conv_1_normal_left1_5/Sigmoid/ReadVariableOp/resource" -> "2483 NASNet/separable_conv_1_normal_left1_5/Sigmoid/ReadVariableOp"; +"2483 NASNet/separable_conv_1_normal_left1_5/Sigmoid/ReadVariableOp" -> "2484 NASNet/separable_conv_1_normal_left1_5/Sigmoid"; +"2484 NASNet/separable_conv_1_normal_left1_5/Sigmoid" -> "2485 NASNet/separable_conv_1_normal_left1_5/Round"; +"2485 NASNet/separable_conv_1_normal_left1_5/Round" -> "2488 NASNet/separable_conv_1_normal_left1_5/mul"; +"2486 NASNet/separable_conv_1_normal_left1_5/ReadVariableOp/resource" -> "2487 NASNet/separable_conv_1_normal_left1_5/ReadVariableOp"; +"2487 NASNet/separable_conv_1_normal_left1_5/ReadVariableOp" -> "2488 NASNet/separable_conv_1_normal_left1_5/mul"; +"2488 NASNet/separable_conv_1_normal_left1_5/mul" -> "2498 NASNet/separable_conv_1_normal_left1_5/separable_conv2d/depthwise"; +"2489 NASNet/separable_conv_1_normal_left1_5/Sigmoid_1/ReadVariableOp/resource" -> "2490 NASNet/separable_conv_1_normal_left1_5/Sigmoid_1/ReadVariableOp"; +"2490 NASNet/separable_conv_1_normal_left1_5/Sigmoid_1/ReadVariableOp" -> "2491 NASNet/separable_conv_1_normal_left1_5/Sigmoid_1"; +"2491 NASNet/separable_conv_1_normal_left1_5/Sigmoid_1" -> "2492 NASNet/separable_conv_1_normal_left1_5/Round_1"; +"2492 NASNet/separable_conv_1_normal_left1_5/Round_1" -> "2495 NASNet/separable_conv_1_normal_left1_5/mul_1"; +"2493 NASNet/separable_conv_1_normal_left1_5/ReadVariableOp_1/resource" -> "2494 NASNet/separable_conv_1_normal_left1_5/ReadVariableOp_1"; +"2494 NASNet/separable_conv_1_normal_left1_5/ReadVariableOp_1" -> "2495 NASNet/separable_conv_1_normal_left1_5/mul_1"; +"2495 NASNet/separable_conv_1_normal_left1_5/mul_1" -> "2499 NASNet/separable_conv_1_normal_left1_5/separable_conv2d"; +"2498 NASNet/separable_conv_1_normal_left1_5/separable_conv2d/depthwise" -> "2499 NASNet/separable_conv_1_normal_left1_5/separable_conv2d"; +"2499 NASNet/separable_conv_1_normal_left1_5/separable_conv2d" -> "2544 NASNet/separable_conv_1_bn_normal_left1_5/FusedBatchNormV3"; +"2500 NASNet/separable_conv_1_bn_normal_left5_5/ReadVariableOp/resource" -> "2501 NASNet/separable_conv_1_bn_normal_left5_5/ReadVariableOp"; +"2501 NASNet/separable_conv_1_bn_normal_left5_5/ReadVariableOp" -> "2508 NASNet/separable_conv_1_bn_normal_left5_5/FusedBatchNormV3"; +"2502 NASNet/separable_conv_1_bn_normal_left5_5/ReadVariableOp_1/resource" -> "2503 NASNet/separable_conv_1_bn_normal_left5_5/ReadVariableOp_1"; +"2503 NASNet/separable_conv_1_bn_normal_left5_5/ReadVariableOp_1" -> "2508 NASNet/separable_conv_1_bn_normal_left5_5/FusedBatchNormV3"; +"2504 NASNet/separable_conv_1_bn_normal_left5_5/FusedBatchNormV3/ReadVariableOp/resource" -> "2505 NASNet/separable_conv_1_bn_normal_left5_5/FusedBatchNormV3/ReadVariableOp"; +"2505 NASNet/separable_conv_1_bn_normal_left5_5/FusedBatchNormV3/ReadVariableOp" -> "2508 NASNet/separable_conv_1_bn_normal_left5_5/FusedBatchNormV3"; +"2506 NASNet/separable_conv_1_bn_normal_left5_5/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2507 NASNet/separable_conv_1_bn_normal_left5_5/FusedBatchNormV3/ReadVariableOp_1"; +"2507 NASNet/separable_conv_1_bn_normal_left5_5/FusedBatchNormV3/ReadVariableOp_1" -> "2508 NASNet/separable_conv_1_bn_normal_left5_5/FusedBatchNormV3"; +"2508 NASNet/separable_conv_1_bn_normal_left5_5/FusedBatchNormV3" -> "2545 NASNet/activation_91/Relu"; +"2509 NASNet/separable_conv_1_bn_normal_right2_5/ReadVariableOp/resource" -> "2510 NASNet/separable_conv_1_bn_normal_right2_5/ReadVariableOp"; +"2510 NASNet/separable_conv_1_bn_normal_right2_5/ReadVariableOp" -> "2517 NASNet/separable_conv_1_bn_normal_right2_5/FusedBatchNormV3"; +"2511 NASNet/separable_conv_1_bn_normal_right2_5/ReadVariableOp_1/resource" -> "2512 NASNet/separable_conv_1_bn_normal_right2_5/ReadVariableOp_1"; +"2512 NASNet/separable_conv_1_bn_normal_right2_5/ReadVariableOp_1" -> "2517 NASNet/separable_conv_1_bn_normal_right2_5/FusedBatchNormV3"; +"2513 NASNet/separable_conv_1_bn_normal_right2_5/FusedBatchNormV3/ReadVariableOp/resource" -> "2514 NASNet/separable_conv_1_bn_normal_right2_5/FusedBatchNormV3/ReadVariableOp"; +"2514 NASNet/separable_conv_1_bn_normal_right2_5/FusedBatchNormV3/ReadVariableOp" -> "2517 NASNet/separable_conv_1_bn_normal_right2_5/FusedBatchNormV3"; +"2515 NASNet/separable_conv_1_bn_normal_right2_5/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2516 NASNet/separable_conv_1_bn_normal_right2_5/FusedBatchNormV3/ReadVariableOp_1"; +"2516 NASNet/separable_conv_1_bn_normal_right2_5/FusedBatchNormV3/ReadVariableOp_1" -> "2517 NASNet/separable_conv_1_bn_normal_right2_5/FusedBatchNormV3"; +"2517 NASNet/separable_conv_1_bn_normal_right2_5/FusedBatchNormV3" -> "2546 NASNet/activation_89/Relu"; +"2518 NASNet/separable_conv_1_bn_normal_left2_5/ReadVariableOp/resource" -> "2519 NASNet/separable_conv_1_bn_normal_left2_5/ReadVariableOp"; +"2519 NASNet/separable_conv_1_bn_normal_left2_5/ReadVariableOp" -> "2526 NASNet/separable_conv_1_bn_normal_left2_5/FusedBatchNormV3"; +"2520 NASNet/separable_conv_1_bn_normal_left2_5/ReadVariableOp_1/resource" -> "2521 NASNet/separable_conv_1_bn_normal_left2_5/ReadVariableOp_1"; +"2521 NASNet/separable_conv_1_bn_normal_left2_5/ReadVariableOp_1" -> "2526 NASNet/separable_conv_1_bn_normal_left2_5/FusedBatchNormV3"; +"2522 NASNet/separable_conv_1_bn_normal_left2_5/FusedBatchNormV3/ReadVariableOp/resource" -> "2523 NASNet/separable_conv_1_bn_normal_left2_5/FusedBatchNormV3/ReadVariableOp"; +"2523 NASNet/separable_conv_1_bn_normal_left2_5/FusedBatchNormV3/ReadVariableOp" -> "2526 NASNet/separable_conv_1_bn_normal_left2_5/FusedBatchNormV3"; +"2524 NASNet/separable_conv_1_bn_normal_left2_5/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2525 NASNet/separable_conv_1_bn_normal_left2_5/FusedBatchNormV3/ReadVariableOp_1"; +"2525 NASNet/separable_conv_1_bn_normal_left2_5/FusedBatchNormV3/ReadVariableOp_1" -> "2526 NASNet/separable_conv_1_bn_normal_left2_5/FusedBatchNormV3"; +"2526 NASNet/separable_conv_1_bn_normal_left2_5/FusedBatchNormV3" -> "2547 NASNet/activation_87/Relu"; +"2527 NASNet/separable_conv_1_bn_normal_right1_5/ReadVariableOp/resource" -> "2528 NASNet/separable_conv_1_bn_normal_right1_5/ReadVariableOp"; +"2528 NASNet/separable_conv_1_bn_normal_right1_5/ReadVariableOp" -> "2535 NASNet/separable_conv_1_bn_normal_right1_5/FusedBatchNormV3"; +"2529 NASNet/separable_conv_1_bn_normal_right1_5/ReadVariableOp_1/resource" -> "2530 NASNet/separable_conv_1_bn_normal_right1_5/ReadVariableOp_1"; +"2530 NASNet/separable_conv_1_bn_normal_right1_5/ReadVariableOp_1" -> "2535 NASNet/separable_conv_1_bn_normal_right1_5/FusedBatchNormV3"; +"2531 NASNet/separable_conv_1_bn_normal_right1_5/FusedBatchNormV3/ReadVariableOp/resource" -> "2532 NASNet/separable_conv_1_bn_normal_right1_5/FusedBatchNormV3/ReadVariableOp"; +"2532 NASNet/separable_conv_1_bn_normal_right1_5/FusedBatchNormV3/ReadVariableOp" -> "2535 NASNet/separable_conv_1_bn_normal_right1_5/FusedBatchNormV3"; +"2533 NASNet/separable_conv_1_bn_normal_right1_5/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2534 NASNet/separable_conv_1_bn_normal_right1_5/FusedBatchNormV3/ReadVariableOp_1"; +"2534 NASNet/separable_conv_1_bn_normal_right1_5/FusedBatchNormV3/ReadVariableOp_1" -> "2535 NASNet/separable_conv_1_bn_normal_right1_5/FusedBatchNormV3"; +"2535 NASNet/separable_conv_1_bn_normal_right1_5/FusedBatchNormV3" -> "2548 NASNet/activation_85/Relu"; +"2536 NASNet/separable_conv_1_bn_normal_left1_5/ReadVariableOp/resource" -> "2537 NASNet/separable_conv_1_bn_normal_left1_5/ReadVariableOp"; +"2537 NASNet/separable_conv_1_bn_normal_left1_5/ReadVariableOp" -> "2544 NASNet/separable_conv_1_bn_normal_left1_5/FusedBatchNormV3"; +"2538 NASNet/separable_conv_1_bn_normal_left1_5/ReadVariableOp_1/resource" -> "2539 NASNet/separable_conv_1_bn_normal_left1_5/ReadVariableOp_1"; +"2539 NASNet/separable_conv_1_bn_normal_left1_5/ReadVariableOp_1" -> "2544 NASNet/separable_conv_1_bn_normal_left1_5/FusedBatchNormV3"; +"2540 NASNet/separable_conv_1_bn_normal_left1_5/FusedBatchNormV3/ReadVariableOp/resource" -> "2541 NASNet/separable_conv_1_bn_normal_left1_5/FusedBatchNormV3/ReadVariableOp"; +"2541 NASNet/separable_conv_1_bn_normal_left1_5/FusedBatchNormV3/ReadVariableOp" -> "2544 NASNet/separable_conv_1_bn_normal_left1_5/FusedBatchNormV3"; +"2542 NASNet/separable_conv_1_bn_normal_left1_5/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2543 NASNet/separable_conv_1_bn_normal_left1_5/FusedBatchNormV3/ReadVariableOp_1"; +"2543 NASNet/separable_conv_1_bn_normal_left1_5/FusedBatchNormV3/ReadVariableOp_1" -> "2544 NASNet/separable_conv_1_bn_normal_left1_5/FusedBatchNormV3"; +"2544 NASNet/separable_conv_1_bn_normal_left1_5/FusedBatchNormV3" -> "2549 NASNet/activation_83/Relu"; +"2545 NASNet/activation_91/Relu" -> "2566 NASNet/separable_conv_2_normal_left5_5/separable_conv2d/depthwise"; +"2546 NASNet/activation_89/Relu" -> "2584 NASNet/separable_conv_2_normal_right2_5/separable_conv2d/depthwise"; +"2547 NASNet/activation_87/Relu" -> "2602 NASNet/separable_conv_2_normal_left2_5/separable_conv2d/depthwise"; +"2548 NASNet/activation_85/Relu" -> "2620 NASNet/separable_conv_2_normal_right1_5/separable_conv2d/depthwise"; +"2549 NASNet/activation_83/Relu" -> "2638 NASNet/separable_conv_2_normal_left1_5/separable_conv2d/depthwise"; +"2550 NASNet/separable_conv_2_normal_left5_5/Sigmoid/ReadVariableOp/resource" -> "2551 NASNet/separable_conv_2_normal_left5_5/Sigmoid/ReadVariableOp"; +"2551 NASNet/separable_conv_2_normal_left5_5/Sigmoid/ReadVariableOp" -> "2552 NASNet/separable_conv_2_normal_left5_5/Sigmoid"; +"2552 NASNet/separable_conv_2_normal_left5_5/Sigmoid" -> "2553 NASNet/separable_conv_2_normal_left5_5/Round"; +"2553 NASNet/separable_conv_2_normal_left5_5/Round" -> "2556 NASNet/separable_conv_2_normal_left5_5/mul"; +"2554 NASNet/separable_conv_2_normal_left5_5/ReadVariableOp/resource" -> "2555 NASNet/separable_conv_2_normal_left5_5/ReadVariableOp"; +"2555 NASNet/separable_conv_2_normal_left5_5/ReadVariableOp" -> "2556 NASNet/separable_conv_2_normal_left5_5/mul"; +"2556 NASNet/separable_conv_2_normal_left5_5/mul" -> "2566 NASNet/separable_conv_2_normal_left5_5/separable_conv2d/depthwise"; +"2557 NASNet/separable_conv_2_normal_left5_5/Sigmoid_1/ReadVariableOp/resource" -> "2558 NASNet/separable_conv_2_normal_left5_5/Sigmoid_1/ReadVariableOp"; +"2558 NASNet/separable_conv_2_normal_left5_5/Sigmoid_1/ReadVariableOp" -> "2559 NASNet/separable_conv_2_normal_left5_5/Sigmoid_1"; +"2559 NASNet/separable_conv_2_normal_left5_5/Sigmoid_1" -> "2560 NASNet/separable_conv_2_normal_left5_5/Round_1"; +"2560 NASNet/separable_conv_2_normal_left5_5/Round_1" -> "2563 NASNet/separable_conv_2_normal_left5_5/mul_1"; +"2561 NASNet/separable_conv_2_normal_left5_5/ReadVariableOp_1/resource" -> "2562 NASNet/separable_conv_2_normal_left5_5/ReadVariableOp_1"; +"2562 NASNet/separable_conv_2_normal_left5_5/ReadVariableOp_1" -> "2563 NASNet/separable_conv_2_normal_left5_5/mul_1"; +"2563 NASNet/separable_conv_2_normal_left5_5/mul_1" -> "2567 NASNet/separable_conv_2_normal_left5_5/separable_conv2d"; +"2566 NASNet/separable_conv_2_normal_left5_5/separable_conv2d/depthwise" -> "2567 NASNet/separable_conv_2_normal_left5_5/separable_conv2d"; +"2567 NASNet/separable_conv_2_normal_left5_5/separable_conv2d" -> "2648 NASNet/separable_conv_2_bn_normal_left5_5/FusedBatchNormV3"; +"2568 NASNet/separable_conv_2_normal_right2_5/Sigmoid/ReadVariableOp/resource" -> "2569 NASNet/separable_conv_2_normal_right2_5/Sigmoid/ReadVariableOp"; +"2569 NASNet/separable_conv_2_normal_right2_5/Sigmoid/ReadVariableOp" -> "2570 NASNet/separable_conv_2_normal_right2_5/Sigmoid"; +"2570 NASNet/separable_conv_2_normal_right2_5/Sigmoid" -> "2571 NASNet/separable_conv_2_normal_right2_5/Round"; +"2571 NASNet/separable_conv_2_normal_right2_5/Round" -> "2574 NASNet/separable_conv_2_normal_right2_5/mul"; +"2572 NASNet/separable_conv_2_normal_right2_5/ReadVariableOp/resource" -> "2573 NASNet/separable_conv_2_normal_right2_5/ReadVariableOp"; +"2573 NASNet/separable_conv_2_normal_right2_5/ReadVariableOp" -> "2574 NASNet/separable_conv_2_normal_right2_5/mul"; +"2574 NASNet/separable_conv_2_normal_right2_5/mul" -> "2584 NASNet/separable_conv_2_normal_right2_5/separable_conv2d/depthwise"; +"2575 NASNet/separable_conv_2_normal_right2_5/Sigmoid_1/ReadVariableOp/resource" -> "2576 NASNet/separable_conv_2_normal_right2_5/Sigmoid_1/ReadVariableOp"; +"2576 NASNet/separable_conv_2_normal_right2_5/Sigmoid_1/ReadVariableOp" -> "2577 NASNet/separable_conv_2_normal_right2_5/Sigmoid_1"; +"2577 NASNet/separable_conv_2_normal_right2_5/Sigmoid_1" -> "2578 NASNet/separable_conv_2_normal_right2_5/Round_1"; +"2578 NASNet/separable_conv_2_normal_right2_5/Round_1" -> "2581 NASNet/separable_conv_2_normal_right2_5/mul_1"; +"2579 NASNet/separable_conv_2_normal_right2_5/ReadVariableOp_1/resource" -> "2580 NASNet/separable_conv_2_normal_right2_5/ReadVariableOp_1"; +"2580 NASNet/separable_conv_2_normal_right2_5/ReadVariableOp_1" -> "2581 NASNet/separable_conv_2_normal_right2_5/mul_1"; +"2581 NASNet/separable_conv_2_normal_right2_5/mul_1" -> "2585 NASNet/separable_conv_2_normal_right2_5/separable_conv2d"; +"2584 NASNet/separable_conv_2_normal_right2_5/separable_conv2d/depthwise" -> "2585 NASNet/separable_conv_2_normal_right2_5/separable_conv2d"; +"2585 NASNet/separable_conv_2_normal_right2_5/separable_conv2d" -> "2669 NASNet/separable_conv_2_bn_normal_right2_5/FusedBatchNormV3"; +"2586 NASNet/separable_conv_2_normal_left2_5/Sigmoid/ReadVariableOp/resource" -> "2587 NASNet/separable_conv_2_normal_left2_5/Sigmoid/ReadVariableOp"; +"2587 NASNet/separable_conv_2_normal_left2_5/Sigmoid/ReadVariableOp" -> "2588 NASNet/separable_conv_2_normal_left2_5/Sigmoid"; +"2588 NASNet/separable_conv_2_normal_left2_5/Sigmoid" -> "2589 NASNet/separable_conv_2_normal_left2_5/Round"; +"2589 NASNet/separable_conv_2_normal_left2_5/Round" -> "2592 NASNet/separable_conv_2_normal_left2_5/mul"; +"2590 NASNet/separable_conv_2_normal_left2_5/ReadVariableOp/resource" -> "2591 NASNet/separable_conv_2_normal_left2_5/ReadVariableOp"; +"2591 NASNet/separable_conv_2_normal_left2_5/ReadVariableOp" -> "2592 NASNet/separable_conv_2_normal_left2_5/mul"; +"2592 NASNet/separable_conv_2_normal_left2_5/mul" -> "2602 NASNet/separable_conv_2_normal_left2_5/separable_conv2d/depthwise"; +"2593 NASNet/separable_conv_2_normal_left2_5/Sigmoid_1/ReadVariableOp/resource" -> "2594 NASNet/separable_conv_2_normal_left2_5/Sigmoid_1/ReadVariableOp"; +"2594 NASNet/separable_conv_2_normal_left2_5/Sigmoid_1/ReadVariableOp" -> "2595 NASNet/separable_conv_2_normal_left2_5/Sigmoid_1"; +"2595 NASNet/separable_conv_2_normal_left2_5/Sigmoid_1" -> "2596 NASNet/separable_conv_2_normal_left2_5/Round_1"; +"2596 NASNet/separable_conv_2_normal_left2_5/Round_1" -> "2599 NASNet/separable_conv_2_normal_left2_5/mul_1"; +"2597 NASNet/separable_conv_2_normal_left2_5/ReadVariableOp_1/resource" -> "2598 NASNet/separable_conv_2_normal_left2_5/ReadVariableOp_1"; +"2598 NASNet/separable_conv_2_normal_left2_5/ReadVariableOp_1" -> "2599 NASNet/separable_conv_2_normal_left2_5/mul_1"; +"2599 NASNet/separable_conv_2_normal_left2_5/mul_1" -> "2603 NASNet/separable_conv_2_normal_left2_5/separable_conv2d"; +"2602 NASNet/separable_conv_2_normal_left2_5/separable_conv2d/depthwise" -> "2603 NASNet/separable_conv_2_normal_left2_5/separable_conv2d"; +"2603 NASNet/separable_conv_2_normal_left2_5/separable_conv2d" -> "2660 NASNet/separable_conv_2_bn_normal_left2_5/FusedBatchNormV3"; +"2604 NASNet/separable_conv_2_normal_right1_5/Sigmoid/ReadVariableOp/resource" -> "2605 NASNet/separable_conv_2_normal_right1_5/Sigmoid/ReadVariableOp"; +"2605 NASNet/separable_conv_2_normal_right1_5/Sigmoid/ReadVariableOp" -> "2606 NASNet/separable_conv_2_normal_right1_5/Sigmoid"; +"2606 NASNet/separable_conv_2_normal_right1_5/Sigmoid" -> "2607 NASNet/separable_conv_2_normal_right1_5/Round"; +"2607 NASNet/separable_conv_2_normal_right1_5/Round" -> "2610 NASNet/separable_conv_2_normal_right1_5/mul"; +"2608 NASNet/separable_conv_2_normal_right1_5/ReadVariableOp/resource" -> "2609 NASNet/separable_conv_2_normal_right1_5/ReadVariableOp"; +"2609 NASNet/separable_conv_2_normal_right1_5/ReadVariableOp" -> "2610 NASNet/separable_conv_2_normal_right1_5/mul"; +"2610 NASNet/separable_conv_2_normal_right1_5/mul" -> "2620 NASNet/separable_conv_2_normal_right1_5/separable_conv2d/depthwise"; +"2611 NASNet/separable_conv_2_normal_right1_5/Sigmoid_1/ReadVariableOp/resource" -> "2612 NASNet/separable_conv_2_normal_right1_5/Sigmoid_1/ReadVariableOp"; +"2612 NASNet/separable_conv_2_normal_right1_5/Sigmoid_1/ReadVariableOp" -> "2613 NASNet/separable_conv_2_normal_right1_5/Sigmoid_1"; +"2613 NASNet/separable_conv_2_normal_right1_5/Sigmoid_1" -> "2614 NASNet/separable_conv_2_normal_right1_5/Round_1"; +"2614 NASNet/separable_conv_2_normal_right1_5/Round_1" -> "2617 NASNet/separable_conv_2_normal_right1_5/mul_1"; +"2615 NASNet/separable_conv_2_normal_right1_5/ReadVariableOp_1/resource" -> "2616 NASNet/separable_conv_2_normal_right1_5/ReadVariableOp_1"; +"2616 NASNet/separable_conv_2_normal_right1_5/ReadVariableOp_1" -> "2617 NASNet/separable_conv_2_normal_right1_5/mul_1"; +"2617 NASNet/separable_conv_2_normal_right1_5/mul_1" -> "2621 NASNet/separable_conv_2_normal_right1_5/separable_conv2d"; +"2620 NASNet/separable_conv_2_normal_right1_5/separable_conv2d/depthwise" -> "2621 NASNet/separable_conv_2_normal_right1_5/separable_conv2d"; +"2621 NASNet/separable_conv_2_normal_right1_5/separable_conv2d" -> "2687 NASNet/separable_conv_2_bn_normal_right1_5/FusedBatchNormV3"; +"2622 NASNet/separable_conv_2_normal_left1_5/Sigmoid/ReadVariableOp/resource" -> "2623 NASNet/separable_conv_2_normal_left1_5/Sigmoid/ReadVariableOp"; +"2623 NASNet/separable_conv_2_normal_left1_5/Sigmoid/ReadVariableOp" -> "2624 NASNet/separable_conv_2_normal_left1_5/Sigmoid"; +"2624 NASNet/separable_conv_2_normal_left1_5/Sigmoid" -> "2625 NASNet/separable_conv_2_normal_left1_5/Round"; +"2625 NASNet/separable_conv_2_normal_left1_5/Round" -> "2628 NASNet/separable_conv_2_normal_left1_5/mul"; +"2626 NASNet/separable_conv_2_normal_left1_5/ReadVariableOp/resource" -> "2627 NASNet/separable_conv_2_normal_left1_5/ReadVariableOp"; +"2627 NASNet/separable_conv_2_normal_left1_5/ReadVariableOp" -> "2628 NASNet/separable_conv_2_normal_left1_5/mul"; +"2628 NASNet/separable_conv_2_normal_left1_5/mul" -> "2638 NASNet/separable_conv_2_normal_left1_5/separable_conv2d/depthwise"; +"2629 NASNet/separable_conv_2_normal_left1_5/Sigmoid_1/ReadVariableOp/resource" -> "2630 NASNet/separable_conv_2_normal_left1_5/Sigmoid_1/ReadVariableOp"; +"2630 NASNet/separable_conv_2_normal_left1_5/Sigmoid_1/ReadVariableOp" -> "2631 NASNet/separable_conv_2_normal_left1_5/Sigmoid_1"; +"2631 NASNet/separable_conv_2_normal_left1_5/Sigmoid_1" -> "2632 NASNet/separable_conv_2_normal_left1_5/Round_1"; +"2632 NASNet/separable_conv_2_normal_left1_5/Round_1" -> "2635 NASNet/separable_conv_2_normal_left1_5/mul_1"; +"2633 NASNet/separable_conv_2_normal_left1_5/ReadVariableOp_1/resource" -> "2634 NASNet/separable_conv_2_normal_left1_5/ReadVariableOp_1"; +"2634 NASNet/separable_conv_2_normal_left1_5/ReadVariableOp_1" -> "2635 NASNet/separable_conv_2_normal_left1_5/mul_1"; +"2635 NASNet/separable_conv_2_normal_left1_5/mul_1" -> "2639 NASNet/separable_conv_2_normal_left1_5/separable_conv2d"; +"2638 NASNet/separable_conv_2_normal_left1_5/separable_conv2d/depthwise" -> "2639 NASNet/separable_conv_2_normal_left1_5/separable_conv2d"; +"2639 NASNet/separable_conv_2_normal_left1_5/separable_conv2d" -> "2678 NASNet/separable_conv_2_bn_normal_left1_5/FusedBatchNormV3"; +"2640 NASNet/separable_conv_2_bn_normal_left5_5/ReadVariableOp/resource" -> "2641 NASNet/separable_conv_2_bn_normal_left5_5/ReadVariableOp"; +"2641 NASNet/separable_conv_2_bn_normal_left5_5/ReadVariableOp" -> "2648 NASNet/separable_conv_2_bn_normal_left5_5/FusedBatchNormV3"; +"2642 NASNet/separable_conv_2_bn_normal_left5_5/ReadVariableOp_1/resource" -> "2643 NASNet/separable_conv_2_bn_normal_left5_5/ReadVariableOp_1"; +"2643 NASNet/separable_conv_2_bn_normal_left5_5/ReadVariableOp_1" -> "2648 NASNet/separable_conv_2_bn_normal_left5_5/FusedBatchNormV3"; +"2644 NASNet/separable_conv_2_bn_normal_left5_5/FusedBatchNormV3/ReadVariableOp/resource" -> "2645 NASNet/separable_conv_2_bn_normal_left5_5/FusedBatchNormV3/ReadVariableOp"; +"2645 NASNet/separable_conv_2_bn_normal_left5_5/FusedBatchNormV3/ReadVariableOp" -> "2648 NASNet/separable_conv_2_bn_normal_left5_5/FusedBatchNormV3"; +"2646 NASNet/separable_conv_2_bn_normal_left5_5/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2647 NASNet/separable_conv_2_bn_normal_left5_5/FusedBatchNormV3/ReadVariableOp_1"; +"2647 NASNet/separable_conv_2_bn_normal_left5_5/FusedBatchNormV3/ReadVariableOp_1" -> "2648 NASNet/separable_conv_2_bn_normal_left5_5/FusedBatchNormV3"; +"2648 NASNet/separable_conv_2_bn_normal_left5_5/FusedBatchNormV3" -> "2692 NASNet/normal_add_5_5/add"; +"2649 NASNet/normal_left4_5/AvgPool" -> "2691 NASNet/normal_add_4_5/add"; +"2650 NASNet/normal_right4_5/AvgPool" -> "2691 NASNet/normal_add_4_5/add"; +"2651 NASNet/normal_left3_5/AvgPool" -> "2690 NASNet/normal_add_3_5/add"; +"2652 NASNet/separable_conv_2_bn_normal_left2_5/ReadVariableOp/resource" -> "2653 NASNet/separable_conv_2_bn_normal_left2_5/ReadVariableOp"; +"2653 NASNet/separable_conv_2_bn_normal_left2_5/ReadVariableOp" -> "2660 NASNet/separable_conv_2_bn_normal_left2_5/FusedBatchNormV3"; +"2654 NASNet/separable_conv_2_bn_normal_left2_5/ReadVariableOp_1/resource" -> "2655 NASNet/separable_conv_2_bn_normal_left2_5/ReadVariableOp_1"; +"2655 NASNet/separable_conv_2_bn_normal_left2_5/ReadVariableOp_1" -> "2660 NASNet/separable_conv_2_bn_normal_left2_5/FusedBatchNormV3"; +"2656 NASNet/separable_conv_2_bn_normal_left2_5/FusedBatchNormV3/ReadVariableOp/resource" -> "2657 NASNet/separable_conv_2_bn_normal_left2_5/FusedBatchNormV3/ReadVariableOp"; +"2657 NASNet/separable_conv_2_bn_normal_left2_5/FusedBatchNormV3/ReadVariableOp" -> "2660 NASNet/separable_conv_2_bn_normal_left2_5/FusedBatchNormV3"; +"2658 NASNet/separable_conv_2_bn_normal_left2_5/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2659 NASNet/separable_conv_2_bn_normal_left2_5/FusedBatchNormV3/ReadVariableOp_1"; +"2659 NASNet/separable_conv_2_bn_normal_left2_5/FusedBatchNormV3/ReadVariableOp_1" -> "2660 NASNet/separable_conv_2_bn_normal_left2_5/FusedBatchNormV3"; +"2660 NASNet/separable_conv_2_bn_normal_left2_5/FusedBatchNormV3" -> "2689 NASNet/normal_add_2_5/add"; +"2661 NASNet/separable_conv_2_bn_normal_right2_5/ReadVariableOp/resource" -> "2662 NASNet/separable_conv_2_bn_normal_right2_5/ReadVariableOp"; +"2662 NASNet/separable_conv_2_bn_normal_right2_5/ReadVariableOp" -> "2669 NASNet/separable_conv_2_bn_normal_right2_5/FusedBatchNormV3"; +"2663 NASNet/separable_conv_2_bn_normal_right2_5/ReadVariableOp_1/resource" -> "2664 NASNet/separable_conv_2_bn_normal_right2_5/ReadVariableOp_1"; +"2664 NASNet/separable_conv_2_bn_normal_right2_5/ReadVariableOp_1" -> "2669 NASNet/separable_conv_2_bn_normal_right2_5/FusedBatchNormV3"; +"2665 NASNet/separable_conv_2_bn_normal_right2_5/FusedBatchNormV3/ReadVariableOp/resource" -> "2666 NASNet/separable_conv_2_bn_normal_right2_5/FusedBatchNormV3/ReadVariableOp"; +"2666 NASNet/separable_conv_2_bn_normal_right2_5/FusedBatchNormV3/ReadVariableOp" -> "2669 NASNet/separable_conv_2_bn_normal_right2_5/FusedBatchNormV3"; +"2667 NASNet/separable_conv_2_bn_normal_right2_5/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2668 NASNet/separable_conv_2_bn_normal_right2_5/FusedBatchNormV3/ReadVariableOp_1"; +"2668 NASNet/separable_conv_2_bn_normal_right2_5/FusedBatchNormV3/ReadVariableOp_1" -> "2669 NASNet/separable_conv_2_bn_normal_right2_5/FusedBatchNormV3"; +"2669 NASNet/separable_conv_2_bn_normal_right2_5/FusedBatchNormV3" -> "2689 NASNet/normal_add_2_5/add"; +"2670 NASNet/separable_conv_2_bn_normal_left1_5/ReadVariableOp/resource" -> "2671 NASNet/separable_conv_2_bn_normal_left1_5/ReadVariableOp"; +"2671 NASNet/separable_conv_2_bn_normal_left1_5/ReadVariableOp" -> "2678 NASNet/separable_conv_2_bn_normal_left1_5/FusedBatchNormV3"; +"2672 NASNet/separable_conv_2_bn_normal_left1_5/ReadVariableOp_1/resource" -> "2673 NASNet/separable_conv_2_bn_normal_left1_5/ReadVariableOp_1"; +"2673 NASNet/separable_conv_2_bn_normal_left1_5/ReadVariableOp_1" -> "2678 NASNet/separable_conv_2_bn_normal_left1_5/FusedBatchNormV3"; +"2674 NASNet/separable_conv_2_bn_normal_left1_5/FusedBatchNormV3/ReadVariableOp/resource" -> "2675 NASNet/separable_conv_2_bn_normal_left1_5/FusedBatchNormV3/ReadVariableOp"; +"2675 NASNet/separable_conv_2_bn_normal_left1_5/FusedBatchNormV3/ReadVariableOp" -> "2678 NASNet/separable_conv_2_bn_normal_left1_5/FusedBatchNormV3"; +"2676 NASNet/separable_conv_2_bn_normal_left1_5/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2677 NASNet/separable_conv_2_bn_normal_left1_5/FusedBatchNormV3/ReadVariableOp_1"; +"2677 NASNet/separable_conv_2_bn_normal_left1_5/FusedBatchNormV3/ReadVariableOp_1" -> "2678 NASNet/separable_conv_2_bn_normal_left1_5/FusedBatchNormV3"; +"2678 NASNet/separable_conv_2_bn_normal_left1_5/FusedBatchNormV3" -> "2688 NASNet/normal_add_1_5/add"; +"2679 NASNet/separable_conv_2_bn_normal_right1_5/ReadVariableOp/resource" -> "2680 NASNet/separable_conv_2_bn_normal_right1_5/ReadVariableOp"; +"2680 NASNet/separable_conv_2_bn_normal_right1_5/ReadVariableOp" -> "2687 NASNet/separable_conv_2_bn_normal_right1_5/FusedBatchNormV3"; +"2681 NASNet/separable_conv_2_bn_normal_right1_5/ReadVariableOp_1/resource" -> "2682 NASNet/separable_conv_2_bn_normal_right1_5/ReadVariableOp_1"; +"2682 NASNet/separable_conv_2_bn_normal_right1_5/ReadVariableOp_1" -> "2687 NASNet/separable_conv_2_bn_normal_right1_5/FusedBatchNormV3"; +"2683 NASNet/separable_conv_2_bn_normal_right1_5/FusedBatchNormV3/ReadVariableOp/resource" -> "2684 NASNet/separable_conv_2_bn_normal_right1_5/FusedBatchNormV3/ReadVariableOp"; +"2684 NASNet/separable_conv_2_bn_normal_right1_5/FusedBatchNormV3/ReadVariableOp" -> "2687 NASNet/separable_conv_2_bn_normal_right1_5/FusedBatchNormV3"; +"2685 NASNet/separable_conv_2_bn_normal_right1_5/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2686 NASNet/separable_conv_2_bn_normal_right1_5/FusedBatchNormV3/ReadVariableOp_1"; +"2686 NASNet/separable_conv_2_bn_normal_right1_5/FusedBatchNormV3/ReadVariableOp_1" -> "2687 NASNet/separable_conv_2_bn_normal_right1_5/FusedBatchNormV3"; +"2687 NASNet/separable_conv_2_bn_normal_right1_5/FusedBatchNormV3" -> "2688 NASNet/normal_add_1_5/add"; +"2688 NASNet/normal_add_1_5/add" -> "2694 NASNet/normal_concat_5/concat"; +"2689 NASNet/normal_add_2_5/add" -> "2694 NASNet/normal_concat_5/concat"; +"2690 NASNet/normal_add_3_5/add" -> "2694 NASNet/normal_concat_5/concat"; +"2691 NASNet/normal_add_4_5/add" -> "2694 NASNet/normal_concat_5/concat"; +"2692 NASNet/normal_add_5_5/add" -> "2694 NASNet/normal_concat_5/concat"; +"2693 NASNet/normal_concat_5/concat/axis" -> "2694 NASNet/normal_concat_5/concat"; +"2694 NASNet/normal_concat_5/concat" -> "2695 NASNet/activation_93/Relu"; +"2694 NASNet/normal_concat_5/concat" -> "3022 NASNet/activation_104/Relu"; +"2695 NASNet/activation_93/Relu" -> "2704 NASNet/normal_conv_1_6/Conv2D"; +"2696 NASNet/activation_92/Relu" -> "2712 NASNet/adjust_conv_projection_6/Conv2D"; +"2697 NASNet/normal_conv_1_6/Sigmoid/ReadVariableOp/resource" -> "2698 NASNet/normal_conv_1_6/Sigmoid/ReadVariableOp"; +"2698 NASNet/normal_conv_1_6/Sigmoid/ReadVariableOp" -> "2699 NASNet/normal_conv_1_6/Sigmoid"; +"2699 NASNet/normal_conv_1_6/Sigmoid" -> "2700 NASNet/normal_conv_1_6/Round"; +"2700 NASNet/normal_conv_1_6/Round" -> "2703 NASNet/normal_conv_1_6/mul"; +"2701 NASNet/normal_conv_1_6/ReadVariableOp/resource" -> "2702 NASNet/normal_conv_1_6/ReadVariableOp"; +"2702 NASNet/normal_conv_1_6/ReadVariableOp" -> "2703 NASNet/normal_conv_1_6/mul"; +"2703 NASNet/normal_conv_1_6/mul" -> "2704 NASNet/normal_conv_1_6/Conv2D"; +"2704 NASNet/normal_conv_1_6/Conv2D" -> "2730 NASNet/normal_bn_1_6/FusedBatchNormV3"; +"2705 NASNet/adjust_conv_projection_6/Sigmoid/ReadVariableOp/resource" -> "2706 NASNet/adjust_conv_projection_6/Sigmoid/ReadVariableOp"; +"2706 NASNet/adjust_conv_projection_6/Sigmoid/ReadVariableOp" -> "2707 NASNet/adjust_conv_projection_6/Sigmoid"; +"2707 NASNet/adjust_conv_projection_6/Sigmoid" -> "2708 NASNet/adjust_conv_projection_6/Round"; +"2708 NASNet/adjust_conv_projection_6/Round" -> "2711 NASNet/adjust_conv_projection_6/mul"; +"2709 NASNet/adjust_conv_projection_6/ReadVariableOp/resource" -> "2710 NASNet/adjust_conv_projection_6/ReadVariableOp"; +"2710 NASNet/adjust_conv_projection_6/ReadVariableOp" -> "2711 NASNet/adjust_conv_projection_6/mul"; +"2711 NASNet/adjust_conv_projection_6/mul" -> "2712 NASNet/adjust_conv_projection_6/Conv2D"; +"2712 NASNet/adjust_conv_projection_6/Conv2D" -> "2721 NASNet/adjust_bn_6/FusedBatchNormV3"; +"2713 NASNet/adjust_bn_6/ReadVariableOp/resource" -> "2714 NASNet/adjust_bn_6/ReadVariableOp"; +"2714 NASNet/adjust_bn_6/ReadVariableOp" -> "2721 NASNet/adjust_bn_6/FusedBatchNormV3"; +"2715 NASNet/adjust_bn_6/ReadVariableOp_1/resource" -> "2716 NASNet/adjust_bn_6/ReadVariableOp_1"; +"2716 NASNet/adjust_bn_6/ReadVariableOp_1" -> "2721 NASNet/adjust_bn_6/FusedBatchNormV3"; +"2717 NASNet/adjust_bn_6/FusedBatchNormV3/ReadVariableOp/resource" -> "2718 NASNet/adjust_bn_6/FusedBatchNormV3/ReadVariableOp"; +"2718 NASNet/adjust_bn_6/FusedBatchNormV3/ReadVariableOp" -> "2721 NASNet/adjust_bn_6/FusedBatchNormV3"; +"2719 NASNet/adjust_bn_6/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2720 NASNet/adjust_bn_6/FusedBatchNormV3/ReadVariableOp_1"; +"2720 NASNet/adjust_bn_6/FusedBatchNormV3/ReadVariableOp_1" -> "2721 NASNet/adjust_bn_6/FusedBatchNormV3"; +"2721 NASNet/adjust_bn_6/FusedBatchNormV3" -> "2732 NASNet/activation_100/Relu"; +"2721 NASNet/adjust_bn_6/FusedBatchNormV3" -> "2733 NASNet/activation_98/Relu"; +"2721 NASNet/adjust_bn_6/FusedBatchNormV3" -> "2734 NASNet/activation_96/Relu"; +"2721 NASNet/adjust_bn_6/FusedBatchNormV3" -> "2975 NASNet/normal_left4_6/AvgPool"; +"2721 NASNet/adjust_bn_6/FusedBatchNormV3" -> "2976 NASNet/normal_right4_6/AvgPool"; +"2721 NASNet/adjust_bn_6/FusedBatchNormV3" -> "3016 NASNet/normal_add_3_6/add"; +"2721 NASNet/adjust_bn_6/FusedBatchNormV3" -> "3020 NASNet/normal_concat_6/concat"; +"2722 NASNet/normal_bn_1_6/ReadVariableOp/resource" -> "2723 NASNet/normal_bn_1_6/ReadVariableOp"; +"2723 NASNet/normal_bn_1_6/ReadVariableOp" -> "2730 NASNet/normal_bn_1_6/FusedBatchNormV3"; +"2724 NASNet/normal_bn_1_6/ReadVariableOp_1/resource" -> "2725 NASNet/normal_bn_1_6/ReadVariableOp_1"; +"2725 NASNet/normal_bn_1_6/ReadVariableOp_1" -> "2730 NASNet/normal_bn_1_6/FusedBatchNormV3"; +"2726 NASNet/normal_bn_1_6/FusedBatchNormV3/ReadVariableOp/resource" -> "2727 NASNet/normal_bn_1_6/FusedBatchNormV3/ReadVariableOp"; +"2727 NASNet/normal_bn_1_6/FusedBatchNormV3/ReadVariableOp" -> "2730 NASNet/normal_bn_1_6/FusedBatchNormV3"; +"2728 NASNet/normal_bn_1_6/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2729 NASNet/normal_bn_1_6/FusedBatchNormV3/ReadVariableOp_1"; +"2729 NASNet/normal_bn_1_6/FusedBatchNormV3/ReadVariableOp_1" -> "2730 NASNet/normal_bn_1_6/FusedBatchNormV3"; +"2730 NASNet/normal_bn_1_6/FusedBatchNormV3" -> "2731 NASNet/activation_102/Relu"; +"2730 NASNet/normal_bn_1_6/FusedBatchNormV3" -> "2735 NASNet/activation_94/Relu"; +"2730 NASNet/normal_bn_1_6/FusedBatchNormV3" -> "2977 NASNet/normal_left3_6/AvgPool"; +"2730 NASNet/normal_bn_1_6/FusedBatchNormV3" -> "3018 NASNet/normal_add_5_6/add"; +"2731 NASNet/activation_102/Relu" -> "2752 NASNet/separable_conv_1_normal_left5_6/separable_conv2d/depthwise"; +"2732 NASNet/activation_100/Relu" -> "2770 NASNet/separable_conv_1_normal_right2_6/separable_conv2d/depthwise"; +"2733 NASNet/activation_98/Relu" -> "2788 NASNet/separable_conv_1_normal_left2_6/separable_conv2d/depthwise"; +"2734 NASNet/activation_96/Relu" -> "2806 NASNet/separable_conv_1_normal_right1_6/separable_conv2d/depthwise"; +"2735 NASNet/activation_94/Relu" -> "2824 NASNet/separable_conv_1_normal_left1_6/separable_conv2d/depthwise"; +"2736 NASNet/separable_conv_1_normal_left5_6/Sigmoid/ReadVariableOp/resource" -> "2737 NASNet/separable_conv_1_normal_left5_6/Sigmoid/ReadVariableOp"; +"2737 NASNet/separable_conv_1_normal_left5_6/Sigmoid/ReadVariableOp" -> "2738 NASNet/separable_conv_1_normal_left5_6/Sigmoid"; +"2738 NASNet/separable_conv_1_normal_left5_6/Sigmoid" -> "2739 NASNet/separable_conv_1_normal_left5_6/Round"; +"2739 NASNet/separable_conv_1_normal_left5_6/Round" -> "2742 NASNet/separable_conv_1_normal_left5_6/mul"; +"2740 NASNet/separable_conv_1_normal_left5_6/ReadVariableOp/resource" -> "2741 NASNet/separable_conv_1_normal_left5_6/ReadVariableOp"; +"2741 NASNet/separable_conv_1_normal_left5_6/ReadVariableOp" -> "2742 NASNet/separable_conv_1_normal_left5_6/mul"; +"2742 NASNet/separable_conv_1_normal_left5_6/mul" -> "2752 NASNet/separable_conv_1_normal_left5_6/separable_conv2d/depthwise"; +"2743 NASNet/separable_conv_1_normal_left5_6/Sigmoid_1/ReadVariableOp/resource" -> "2744 NASNet/separable_conv_1_normal_left5_6/Sigmoid_1/ReadVariableOp"; +"2744 NASNet/separable_conv_1_normal_left5_6/Sigmoid_1/ReadVariableOp" -> "2745 NASNet/separable_conv_1_normal_left5_6/Sigmoid_1"; +"2745 NASNet/separable_conv_1_normal_left5_6/Sigmoid_1" -> "2746 NASNet/separable_conv_1_normal_left5_6/Round_1"; +"2746 NASNet/separable_conv_1_normal_left5_6/Round_1" -> "2749 NASNet/separable_conv_1_normal_left5_6/mul_1"; +"2747 NASNet/separable_conv_1_normal_left5_6/ReadVariableOp_1/resource" -> "2748 NASNet/separable_conv_1_normal_left5_6/ReadVariableOp_1"; +"2748 NASNet/separable_conv_1_normal_left5_6/ReadVariableOp_1" -> "2749 NASNet/separable_conv_1_normal_left5_6/mul_1"; +"2749 NASNet/separable_conv_1_normal_left5_6/mul_1" -> "2753 NASNet/separable_conv_1_normal_left5_6/separable_conv2d"; +"2752 NASNet/separable_conv_1_normal_left5_6/separable_conv2d/depthwise" -> "2753 NASNet/separable_conv_1_normal_left5_6/separable_conv2d"; +"2753 NASNet/separable_conv_1_normal_left5_6/separable_conv2d" -> "2834 NASNet/separable_conv_1_bn_normal_left5_6/FusedBatchNormV3"; +"2754 NASNet/separable_conv_1_normal_right2_6/Sigmoid/ReadVariableOp/resource" -> "2755 NASNet/separable_conv_1_normal_right2_6/Sigmoid/ReadVariableOp"; +"2755 NASNet/separable_conv_1_normal_right2_6/Sigmoid/ReadVariableOp" -> "2756 NASNet/separable_conv_1_normal_right2_6/Sigmoid"; +"2756 NASNet/separable_conv_1_normal_right2_6/Sigmoid" -> "2757 NASNet/separable_conv_1_normal_right2_6/Round"; +"2757 NASNet/separable_conv_1_normal_right2_6/Round" -> "2760 NASNet/separable_conv_1_normal_right2_6/mul"; +"2758 NASNet/separable_conv_1_normal_right2_6/ReadVariableOp/resource" -> "2759 NASNet/separable_conv_1_normal_right2_6/ReadVariableOp"; +"2759 NASNet/separable_conv_1_normal_right2_6/ReadVariableOp" -> "2760 NASNet/separable_conv_1_normal_right2_6/mul"; +"2760 NASNet/separable_conv_1_normal_right2_6/mul" -> "2770 NASNet/separable_conv_1_normal_right2_6/separable_conv2d/depthwise"; +"2761 NASNet/separable_conv_1_normal_right2_6/Sigmoid_1/ReadVariableOp/resource" -> "2762 NASNet/separable_conv_1_normal_right2_6/Sigmoid_1/ReadVariableOp"; +"2762 NASNet/separable_conv_1_normal_right2_6/Sigmoid_1/ReadVariableOp" -> "2763 NASNet/separable_conv_1_normal_right2_6/Sigmoid_1"; +"2763 NASNet/separable_conv_1_normal_right2_6/Sigmoid_1" -> "2764 NASNet/separable_conv_1_normal_right2_6/Round_1"; +"2764 NASNet/separable_conv_1_normal_right2_6/Round_1" -> "2767 NASNet/separable_conv_1_normal_right2_6/mul_1"; +"2765 NASNet/separable_conv_1_normal_right2_6/ReadVariableOp_1/resource" -> "2766 NASNet/separable_conv_1_normal_right2_6/ReadVariableOp_1"; +"2766 NASNet/separable_conv_1_normal_right2_6/ReadVariableOp_1" -> "2767 NASNet/separable_conv_1_normal_right2_6/mul_1"; +"2767 NASNet/separable_conv_1_normal_right2_6/mul_1" -> "2771 NASNet/separable_conv_1_normal_right2_6/separable_conv2d"; +"2770 NASNet/separable_conv_1_normal_right2_6/separable_conv2d/depthwise" -> "2771 NASNet/separable_conv_1_normal_right2_6/separable_conv2d"; +"2771 NASNet/separable_conv_1_normal_right2_6/separable_conv2d" -> "2843 NASNet/separable_conv_1_bn_normal_right2_6/FusedBatchNormV3"; +"2772 NASNet/separable_conv_1_normal_left2_6/Sigmoid/ReadVariableOp/resource" -> "2773 NASNet/separable_conv_1_normal_left2_6/Sigmoid/ReadVariableOp"; +"2773 NASNet/separable_conv_1_normal_left2_6/Sigmoid/ReadVariableOp" -> "2774 NASNet/separable_conv_1_normal_left2_6/Sigmoid"; +"2774 NASNet/separable_conv_1_normal_left2_6/Sigmoid" -> "2775 NASNet/separable_conv_1_normal_left2_6/Round"; +"2775 NASNet/separable_conv_1_normal_left2_6/Round" -> "2778 NASNet/separable_conv_1_normal_left2_6/mul"; +"2776 NASNet/separable_conv_1_normal_left2_6/ReadVariableOp/resource" -> "2777 NASNet/separable_conv_1_normal_left2_6/ReadVariableOp"; +"2777 NASNet/separable_conv_1_normal_left2_6/ReadVariableOp" -> "2778 NASNet/separable_conv_1_normal_left2_6/mul"; +"2778 NASNet/separable_conv_1_normal_left2_6/mul" -> "2788 NASNet/separable_conv_1_normal_left2_6/separable_conv2d/depthwise"; +"2779 NASNet/separable_conv_1_normal_left2_6/Sigmoid_1/ReadVariableOp/resource" -> "2780 NASNet/separable_conv_1_normal_left2_6/Sigmoid_1/ReadVariableOp"; +"2780 NASNet/separable_conv_1_normal_left2_6/Sigmoid_1/ReadVariableOp" -> "2781 NASNet/separable_conv_1_normal_left2_6/Sigmoid_1"; +"2781 NASNet/separable_conv_1_normal_left2_6/Sigmoid_1" -> "2782 NASNet/separable_conv_1_normal_left2_6/Round_1"; +"2782 NASNet/separable_conv_1_normal_left2_6/Round_1" -> "2785 NASNet/separable_conv_1_normal_left2_6/mul_1"; +"2783 NASNet/separable_conv_1_normal_left2_6/ReadVariableOp_1/resource" -> "2784 NASNet/separable_conv_1_normal_left2_6/ReadVariableOp_1"; +"2784 NASNet/separable_conv_1_normal_left2_6/ReadVariableOp_1" -> "2785 NASNet/separable_conv_1_normal_left2_6/mul_1"; +"2785 NASNet/separable_conv_1_normal_left2_6/mul_1" -> "2789 NASNet/separable_conv_1_normal_left2_6/separable_conv2d"; +"2788 NASNet/separable_conv_1_normal_left2_6/separable_conv2d/depthwise" -> "2789 NASNet/separable_conv_1_normal_left2_6/separable_conv2d"; +"2789 NASNet/separable_conv_1_normal_left2_6/separable_conv2d" -> "2852 NASNet/separable_conv_1_bn_normal_left2_6/FusedBatchNormV3"; +"2790 NASNet/separable_conv_1_normal_right1_6/Sigmoid/ReadVariableOp/resource" -> "2791 NASNet/separable_conv_1_normal_right1_6/Sigmoid/ReadVariableOp"; +"2791 NASNet/separable_conv_1_normal_right1_6/Sigmoid/ReadVariableOp" -> "2792 NASNet/separable_conv_1_normal_right1_6/Sigmoid"; +"2792 NASNet/separable_conv_1_normal_right1_6/Sigmoid" -> "2793 NASNet/separable_conv_1_normal_right1_6/Round"; +"2793 NASNet/separable_conv_1_normal_right1_6/Round" -> "2796 NASNet/separable_conv_1_normal_right1_6/mul"; +"2794 NASNet/separable_conv_1_normal_right1_6/ReadVariableOp/resource" -> "2795 NASNet/separable_conv_1_normal_right1_6/ReadVariableOp"; +"2795 NASNet/separable_conv_1_normal_right1_6/ReadVariableOp" -> "2796 NASNet/separable_conv_1_normal_right1_6/mul"; +"2796 NASNet/separable_conv_1_normal_right1_6/mul" -> "2806 NASNet/separable_conv_1_normal_right1_6/separable_conv2d/depthwise"; +"2797 NASNet/separable_conv_1_normal_right1_6/Sigmoid_1/ReadVariableOp/resource" -> "2798 NASNet/separable_conv_1_normal_right1_6/Sigmoid_1/ReadVariableOp"; +"2798 NASNet/separable_conv_1_normal_right1_6/Sigmoid_1/ReadVariableOp" -> "2799 NASNet/separable_conv_1_normal_right1_6/Sigmoid_1"; +"2799 NASNet/separable_conv_1_normal_right1_6/Sigmoid_1" -> "2800 NASNet/separable_conv_1_normal_right1_6/Round_1"; +"2800 NASNet/separable_conv_1_normal_right1_6/Round_1" -> "2803 NASNet/separable_conv_1_normal_right1_6/mul_1"; +"2801 NASNet/separable_conv_1_normal_right1_6/ReadVariableOp_1/resource" -> "2802 NASNet/separable_conv_1_normal_right1_6/ReadVariableOp_1"; +"2802 NASNet/separable_conv_1_normal_right1_6/ReadVariableOp_1" -> "2803 NASNet/separable_conv_1_normal_right1_6/mul_1"; +"2803 NASNet/separable_conv_1_normal_right1_6/mul_1" -> "2807 NASNet/separable_conv_1_normal_right1_6/separable_conv2d"; +"2806 NASNet/separable_conv_1_normal_right1_6/separable_conv2d/depthwise" -> "2807 NASNet/separable_conv_1_normal_right1_6/separable_conv2d"; +"2807 NASNet/separable_conv_1_normal_right1_6/separable_conv2d" -> "2861 NASNet/separable_conv_1_bn_normal_right1_6/FusedBatchNormV3"; +"2808 NASNet/separable_conv_1_normal_left1_6/Sigmoid/ReadVariableOp/resource" -> "2809 NASNet/separable_conv_1_normal_left1_6/Sigmoid/ReadVariableOp"; +"2809 NASNet/separable_conv_1_normal_left1_6/Sigmoid/ReadVariableOp" -> "2810 NASNet/separable_conv_1_normal_left1_6/Sigmoid"; +"2810 NASNet/separable_conv_1_normal_left1_6/Sigmoid" -> "2811 NASNet/separable_conv_1_normal_left1_6/Round"; +"2811 NASNet/separable_conv_1_normal_left1_6/Round" -> "2814 NASNet/separable_conv_1_normal_left1_6/mul"; +"2812 NASNet/separable_conv_1_normal_left1_6/ReadVariableOp/resource" -> "2813 NASNet/separable_conv_1_normal_left1_6/ReadVariableOp"; +"2813 NASNet/separable_conv_1_normal_left1_6/ReadVariableOp" -> "2814 NASNet/separable_conv_1_normal_left1_6/mul"; +"2814 NASNet/separable_conv_1_normal_left1_6/mul" -> "2824 NASNet/separable_conv_1_normal_left1_6/separable_conv2d/depthwise"; +"2815 NASNet/separable_conv_1_normal_left1_6/Sigmoid_1/ReadVariableOp/resource" -> "2816 NASNet/separable_conv_1_normal_left1_6/Sigmoid_1/ReadVariableOp"; +"2816 NASNet/separable_conv_1_normal_left1_6/Sigmoid_1/ReadVariableOp" -> "2817 NASNet/separable_conv_1_normal_left1_6/Sigmoid_1"; +"2817 NASNet/separable_conv_1_normal_left1_6/Sigmoid_1" -> "2818 NASNet/separable_conv_1_normal_left1_6/Round_1"; +"2818 NASNet/separable_conv_1_normal_left1_6/Round_1" -> "2821 NASNet/separable_conv_1_normal_left1_6/mul_1"; +"2819 NASNet/separable_conv_1_normal_left1_6/ReadVariableOp_1/resource" -> "2820 NASNet/separable_conv_1_normal_left1_6/ReadVariableOp_1"; +"2820 NASNet/separable_conv_1_normal_left1_6/ReadVariableOp_1" -> "2821 NASNet/separable_conv_1_normal_left1_6/mul_1"; +"2821 NASNet/separable_conv_1_normal_left1_6/mul_1" -> "2825 NASNet/separable_conv_1_normal_left1_6/separable_conv2d"; +"2824 NASNet/separable_conv_1_normal_left1_6/separable_conv2d/depthwise" -> "2825 NASNet/separable_conv_1_normal_left1_6/separable_conv2d"; +"2825 NASNet/separable_conv_1_normal_left1_6/separable_conv2d" -> "2870 NASNet/separable_conv_1_bn_normal_left1_6/FusedBatchNormV3"; +"2826 NASNet/separable_conv_1_bn_normal_left5_6/ReadVariableOp/resource" -> "2827 NASNet/separable_conv_1_bn_normal_left5_6/ReadVariableOp"; +"2827 NASNet/separable_conv_1_bn_normal_left5_6/ReadVariableOp" -> "2834 NASNet/separable_conv_1_bn_normal_left5_6/FusedBatchNormV3"; +"2828 NASNet/separable_conv_1_bn_normal_left5_6/ReadVariableOp_1/resource" -> "2829 NASNet/separable_conv_1_bn_normal_left5_6/ReadVariableOp_1"; +"2829 NASNet/separable_conv_1_bn_normal_left5_6/ReadVariableOp_1" -> "2834 NASNet/separable_conv_1_bn_normal_left5_6/FusedBatchNormV3"; +"2830 NASNet/separable_conv_1_bn_normal_left5_6/FusedBatchNormV3/ReadVariableOp/resource" -> "2831 NASNet/separable_conv_1_bn_normal_left5_6/FusedBatchNormV3/ReadVariableOp"; +"2831 NASNet/separable_conv_1_bn_normal_left5_6/FusedBatchNormV3/ReadVariableOp" -> "2834 NASNet/separable_conv_1_bn_normal_left5_6/FusedBatchNormV3"; +"2832 NASNet/separable_conv_1_bn_normal_left5_6/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2833 NASNet/separable_conv_1_bn_normal_left5_6/FusedBatchNormV3/ReadVariableOp_1"; +"2833 NASNet/separable_conv_1_bn_normal_left5_6/FusedBatchNormV3/ReadVariableOp_1" -> "2834 NASNet/separable_conv_1_bn_normal_left5_6/FusedBatchNormV3"; +"2834 NASNet/separable_conv_1_bn_normal_left5_6/FusedBatchNormV3" -> "2871 NASNet/activation_103/Relu"; +"2835 NASNet/separable_conv_1_bn_normal_right2_6/ReadVariableOp/resource" -> "2836 NASNet/separable_conv_1_bn_normal_right2_6/ReadVariableOp"; +"2836 NASNet/separable_conv_1_bn_normal_right2_6/ReadVariableOp" -> "2843 NASNet/separable_conv_1_bn_normal_right2_6/FusedBatchNormV3"; +"2837 NASNet/separable_conv_1_bn_normal_right2_6/ReadVariableOp_1/resource" -> "2838 NASNet/separable_conv_1_bn_normal_right2_6/ReadVariableOp_1"; +"2838 NASNet/separable_conv_1_bn_normal_right2_6/ReadVariableOp_1" -> "2843 NASNet/separable_conv_1_bn_normal_right2_6/FusedBatchNormV3"; +"2839 NASNet/separable_conv_1_bn_normal_right2_6/FusedBatchNormV3/ReadVariableOp/resource" -> "2840 NASNet/separable_conv_1_bn_normal_right2_6/FusedBatchNormV3/ReadVariableOp"; +"2840 NASNet/separable_conv_1_bn_normal_right2_6/FusedBatchNormV3/ReadVariableOp" -> "2843 NASNet/separable_conv_1_bn_normal_right2_6/FusedBatchNormV3"; +"2841 NASNet/separable_conv_1_bn_normal_right2_6/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2842 NASNet/separable_conv_1_bn_normal_right2_6/FusedBatchNormV3/ReadVariableOp_1"; +"2842 NASNet/separable_conv_1_bn_normal_right2_6/FusedBatchNormV3/ReadVariableOp_1" -> "2843 NASNet/separable_conv_1_bn_normal_right2_6/FusedBatchNormV3"; +"2843 NASNet/separable_conv_1_bn_normal_right2_6/FusedBatchNormV3" -> "2872 NASNet/activation_101/Relu"; +"2844 NASNet/separable_conv_1_bn_normal_left2_6/ReadVariableOp/resource" -> "2845 NASNet/separable_conv_1_bn_normal_left2_6/ReadVariableOp"; +"2845 NASNet/separable_conv_1_bn_normal_left2_6/ReadVariableOp" -> "2852 NASNet/separable_conv_1_bn_normal_left2_6/FusedBatchNormV3"; +"2846 NASNet/separable_conv_1_bn_normal_left2_6/ReadVariableOp_1/resource" -> "2847 NASNet/separable_conv_1_bn_normal_left2_6/ReadVariableOp_1"; +"2847 NASNet/separable_conv_1_bn_normal_left2_6/ReadVariableOp_1" -> "2852 NASNet/separable_conv_1_bn_normal_left2_6/FusedBatchNormV3"; +"2848 NASNet/separable_conv_1_bn_normal_left2_6/FusedBatchNormV3/ReadVariableOp/resource" -> "2849 NASNet/separable_conv_1_bn_normal_left2_6/FusedBatchNormV3/ReadVariableOp"; +"2849 NASNet/separable_conv_1_bn_normal_left2_6/FusedBatchNormV3/ReadVariableOp" -> "2852 NASNet/separable_conv_1_bn_normal_left2_6/FusedBatchNormV3"; +"2850 NASNet/separable_conv_1_bn_normal_left2_6/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2851 NASNet/separable_conv_1_bn_normal_left2_6/FusedBatchNormV3/ReadVariableOp_1"; +"2851 NASNet/separable_conv_1_bn_normal_left2_6/FusedBatchNormV3/ReadVariableOp_1" -> "2852 NASNet/separable_conv_1_bn_normal_left2_6/FusedBatchNormV3"; +"2852 NASNet/separable_conv_1_bn_normal_left2_6/FusedBatchNormV3" -> "2873 NASNet/activation_99/Relu"; +"2853 NASNet/separable_conv_1_bn_normal_right1_6/ReadVariableOp/resource" -> "2854 NASNet/separable_conv_1_bn_normal_right1_6/ReadVariableOp"; +"2854 NASNet/separable_conv_1_bn_normal_right1_6/ReadVariableOp" -> "2861 NASNet/separable_conv_1_bn_normal_right1_6/FusedBatchNormV3"; +"2855 NASNet/separable_conv_1_bn_normal_right1_6/ReadVariableOp_1/resource" -> "2856 NASNet/separable_conv_1_bn_normal_right1_6/ReadVariableOp_1"; +"2856 NASNet/separable_conv_1_bn_normal_right1_6/ReadVariableOp_1" -> "2861 NASNet/separable_conv_1_bn_normal_right1_6/FusedBatchNormV3"; +"2857 NASNet/separable_conv_1_bn_normal_right1_6/FusedBatchNormV3/ReadVariableOp/resource" -> "2858 NASNet/separable_conv_1_bn_normal_right1_6/FusedBatchNormV3/ReadVariableOp"; +"2858 NASNet/separable_conv_1_bn_normal_right1_6/FusedBatchNormV3/ReadVariableOp" -> "2861 NASNet/separable_conv_1_bn_normal_right1_6/FusedBatchNormV3"; +"2859 NASNet/separable_conv_1_bn_normal_right1_6/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2860 NASNet/separable_conv_1_bn_normal_right1_6/FusedBatchNormV3/ReadVariableOp_1"; +"2860 NASNet/separable_conv_1_bn_normal_right1_6/FusedBatchNormV3/ReadVariableOp_1" -> "2861 NASNet/separable_conv_1_bn_normal_right1_6/FusedBatchNormV3"; +"2861 NASNet/separable_conv_1_bn_normal_right1_6/FusedBatchNormV3" -> "2874 NASNet/activation_97/Relu"; +"2862 NASNet/separable_conv_1_bn_normal_left1_6/ReadVariableOp/resource" -> "2863 NASNet/separable_conv_1_bn_normal_left1_6/ReadVariableOp"; +"2863 NASNet/separable_conv_1_bn_normal_left1_6/ReadVariableOp" -> "2870 NASNet/separable_conv_1_bn_normal_left1_6/FusedBatchNormV3"; +"2864 NASNet/separable_conv_1_bn_normal_left1_6/ReadVariableOp_1/resource" -> "2865 NASNet/separable_conv_1_bn_normal_left1_6/ReadVariableOp_1"; +"2865 NASNet/separable_conv_1_bn_normal_left1_6/ReadVariableOp_1" -> "2870 NASNet/separable_conv_1_bn_normal_left1_6/FusedBatchNormV3"; +"2866 NASNet/separable_conv_1_bn_normal_left1_6/FusedBatchNormV3/ReadVariableOp/resource" -> "2867 NASNet/separable_conv_1_bn_normal_left1_6/FusedBatchNormV3/ReadVariableOp"; +"2867 NASNet/separable_conv_1_bn_normal_left1_6/FusedBatchNormV3/ReadVariableOp" -> "2870 NASNet/separable_conv_1_bn_normal_left1_6/FusedBatchNormV3"; +"2868 NASNet/separable_conv_1_bn_normal_left1_6/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2869 NASNet/separable_conv_1_bn_normal_left1_6/FusedBatchNormV3/ReadVariableOp_1"; +"2869 NASNet/separable_conv_1_bn_normal_left1_6/FusedBatchNormV3/ReadVariableOp_1" -> "2870 NASNet/separable_conv_1_bn_normal_left1_6/FusedBatchNormV3"; +"2870 NASNet/separable_conv_1_bn_normal_left1_6/FusedBatchNormV3" -> "2875 NASNet/activation_95/Relu"; +"2871 NASNet/activation_103/Relu" -> "2892 NASNet/separable_conv_2_normal_left5_6/separable_conv2d/depthwise"; +"2872 NASNet/activation_101/Relu" -> "2910 NASNet/separable_conv_2_normal_right2_6/separable_conv2d/depthwise"; +"2873 NASNet/activation_99/Relu" -> "2928 NASNet/separable_conv_2_normal_left2_6/separable_conv2d/depthwise"; +"2874 NASNet/activation_97/Relu" -> "2946 NASNet/separable_conv_2_normal_right1_6/separable_conv2d/depthwise"; +"2875 NASNet/activation_95/Relu" -> "2964 NASNet/separable_conv_2_normal_left1_6/separable_conv2d/depthwise"; +"2876 NASNet/separable_conv_2_normal_left5_6/Sigmoid/ReadVariableOp/resource" -> "2877 NASNet/separable_conv_2_normal_left5_6/Sigmoid/ReadVariableOp"; +"2877 NASNet/separable_conv_2_normal_left5_6/Sigmoid/ReadVariableOp" -> "2878 NASNet/separable_conv_2_normal_left5_6/Sigmoid"; +"2878 NASNet/separable_conv_2_normal_left5_6/Sigmoid" -> "2879 NASNet/separable_conv_2_normal_left5_6/Round"; +"2879 NASNet/separable_conv_2_normal_left5_6/Round" -> "2882 NASNet/separable_conv_2_normal_left5_6/mul"; +"2880 NASNet/separable_conv_2_normal_left5_6/ReadVariableOp/resource" -> "2881 NASNet/separable_conv_2_normal_left5_6/ReadVariableOp"; +"2881 NASNet/separable_conv_2_normal_left5_6/ReadVariableOp" -> "2882 NASNet/separable_conv_2_normal_left5_6/mul"; +"2882 NASNet/separable_conv_2_normal_left5_6/mul" -> "2892 NASNet/separable_conv_2_normal_left5_6/separable_conv2d/depthwise"; +"2883 NASNet/separable_conv_2_normal_left5_6/Sigmoid_1/ReadVariableOp/resource" -> "2884 NASNet/separable_conv_2_normal_left5_6/Sigmoid_1/ReadVariableOp"; +"2884 NASNet/separable_conv_2_normal_left5_6/Sigmoid_1/ReadVariableOp" -> "2885 NASNet/separable_conv_2_normal_left5_6/Sigmoid_1"; +"2885 NASNet/separable_conv_2_normal_left5_6/Sigmoid_1" -> "2886 NASNet/separable_conv_2_normal_left5_6/Round_1"; +"2886 NASNet/separable_conv_2_normal_left5_6/Round_1" -> "2889 NASNet/separable_conv_2_normal_left5_6/mul_1"; +"2887 NASNet/separable_conv_2_normal_left5_6/ReadVariableOp_1/resource" -> "2888 NASNet/separable_conv_2_normal_left5_6/ReadVariableOp_1"; +"2888 NASNet/separable_conv_2_normal_left5_6/ReadVariableOp_1" -> "2889 NASNet/separable_conv_2_normal_left5_6/mul_1"; +"2889 NASNet/separable_conv_2_normal_left5_6/mul_1" -> "2893 NASNet/separable_conv_2_normal_left5_6/separable_conv2d"; +"2892 NASNet/separable_conv_2_normal_left5_6/separable_conv2d/depthwise" -> "2893 NASNet/separable_conv_2_normal_left5_6/separable_conv2d"; +"2893 NASNet/separable_conv_2_normal_left5_6/separable_conv2d" -> "2974 NASNet/separable_conv_2_bn_normal_left5_6/FusedBatchNormV3"; +"2894 NASNet/separable_conv_2_normal_right2_6/Sigmoid/ReadVariableOp/resource" -> "2895 NASNet/separable_conv_2_normal_right2_6/Sigmoid/ReadVariableOp"; +"2895 NASNet/separable_conv_2_normal_right2_6/Sigmoid/ReadVariableOp" -> "2896 NASNet/separable_conv_2_normal_right2_6/Sigmoid"; +"2896 NASNet/separable_conv_2_normal_right2_6/Sigmoid" -> "2897 NASNet/separable_conv_2_normal_right2_6/Round"; +"2897 NASNet/separable_conv_2_normal_right2_6/Round" -> "2900 NASNet/separable_conv_2_normal_right2_6/mul"; +"2898 NASNet/separable_conv_2_normal_right2_6/ReadVariableOp/resource" -> "2899 NASNet/separable_conv_2_normal_right2_6/ReadVariableOp"; +"2899 NASNet/separable_conv_2_normal_right2_6/ReadVariableOp" -> "2900 NASNet/separable_conv_2_normal_right2_6/mul"; +"2900 NASNet/separable_conv_2_normal_right2_6/mul" -> "2910 NASNet/separable_conv_2_normal_right2_6/separable_conv2d/depthwise"; +"2901 NASNet/separable_conv_2_normal_right2_6/Sigmoid_1/ReadVariableOp/resource" -> "2902 NASNet/separable_conv_2_normal_right2_6/Sigmoid_1/ReadVariableOp"; +"2902 NASNet/separable_conv_2_normal_right2_6/Sigmoid_1/ReadVariableOp" -> "2903 NASNet/separable_conv_2_normal_right2_6/Sigmoid_1"; +"2903 NASNet/separable_conv_2_normal_right2_6/Sigmoid_1" -> "2904 NASNet/separable_conv_2_normal_right2_6/Round_1"; +"2904 NASNet/separable_conv_2_normal_right2_6/Round_1" -> "2907 NASNet/separable_conv_2_normal_right2_6/mul_1"; +"2905 NASNet/separable_conv_2_normal_right2_6/ReadVariableOp_1/resource" -> "2906 NASNet/separable_conv_2_normal_right2_6/ReadVariableOp_1"; +"2906 NASNet/separable_conv_2_normal_right2_6/ReadVariableOp_1" -> "2907 NASNet/separable_conv_2_normal_right2_6/mul_1"; +"2907 NASNet/separable_conv_2_normal_right2_6/mul_1" -> "2911 NASNet/separable_conv_2_normal_right2_6/separable_conv2d"; +"2910 NASNet/separable_conv_2_normal_right2_6/separable_conv2d/depthwise" -> "2911 NASNet/separable_conv_2_normal_right2_6/separable_conv2d"; +"2911 NASNet/separable_conv_2_normal_right2_6/separable_conv2d" -> "2995 NASNet/separable_conv_2_bn_normal_right2_6/FusedBatchNormV3"; +"2912 NASNet/separable_conv_2_normal_left2_6/Sigmoid/ReadVariableOp/resource" -> "2913 NASNet/separable_conv_2_normal_left2_6/Sigmoid/ReadVariableOp"; +"2913 NASNet/separable_conv_2_normal_left2_6/Sigmoid/ReadVariableOp" -> "2914 NASNet/separable_conv_2_normal_left2_6/Sigmoid"; +"2914 NASNet/separable_conv_2_normal_left2_6/Sigmoid" -> "2915 NASNet/separable_conv_2_normal_left2_6/Round"; +"2915 NASNet/separable_conv_2_normal_left2_6/Round" -> "2918 NASNet/separable_conv_2_normal_left2_6/mul"; +"2916 NASNet/separable_conv_2_normal_left2_6/ReadVariableOp/resource" -> "2917 NASNet/separable_conv_2_normal_left2_6/ReadVariableOp"; +"2917 NASNet/separable_conv_2_normal_left2_6/ReadVariableOp" -> "2918 NASNet/separable_conv_2_normal_left2_6/mul"; +"2918 NASNet/separable_conv_2_normal_left2_6/mul" -> "2928 NASNet/separable_conv_2_normal_left2_6/separable_conv2d/depthwise"; +"2919 NASNet/separable_conv_2_normal_left2_6/Sigmoid_1/ReadVariableOp/resource" -> "2920 NASNet/separable_conv_2_normal_left2_6/Sigmoid_1/ReadVariableOp"; +"2920 NASNet/separable_conv_2_normal_left2_6/Sigmoid_1/ReadVariableOp" -> "2921 NASNet/separable_conv_2_normal_left2_6/Sigmoid_1"; +"2921 NASNet/separable_conv_2_normal_left2_6/Sigmoid_1" -> "2922 NASNet/separable_conv_2_normal_left2_6/Round_1"; +"2922 NASNet/separable_conv_2_normal_left2_6/Round_1" -> "2925 NASNet/separable_conv_2_normal_left2_6/mul_1"; +"2923 NASNet/separable_conv_2_normal_left2_6/ReadVariableOp_1/resource" -> "2924 NASNet/separable_conv_2_normal_left2_6/ReadVariableOp_1"; +"2924 NASNet/separable_conv_2_normal_left2_6/ReadVariableOp_1" -> "2925 NASNet/separable_conv_2_normal_left2_6/mul_1"; +"2925 NASNet/separable_conv_2_normal_left2_6/mul_1" -> "2929 NASNet/separable_conv_2_normal_left2_6/separable_conv2d"; +"2928 NASNet/separable_conv_2_normal_left2_6/separable_conv2d/depthwise" -> "2929 NASNet/separable_conv_2_normal_left2_6/separable_conv2d"; +"2929 NASNet/separable_conv_2_normal_left2_6/separable_conv2d" -> "2986 NASNet/separable_conv_2_bn_normal_left2_6/FusedBatchNormV3"; +"2930 NASNet/separable_conv_2_normal_right1_6/Sigmoid/ReadVariableOp/resource" -> "2931 NASNet/separable_conv_2_normal_right1_6/Sigmoid/ReadVariableOp"; +"2931 NASNet/separable_conv_2_normal_right1_6/Sigmoid/ReadVariableOp" -> "2932 NASNet/separable_conv_2_normal_right1_6/Sigmoid"; +"2932 NASNet/separable_conv_2_normal_right1_6/Sigmoid" -> "2933 NASNet/separable_conv_2_normal_right1_6/Round"; +"2933 NASNet/separable_conv_2_normal_right1_6/Round" -> "2936 NASNet/separable_conv_2_normal_right1_6/mul"; +"2934 NASNet/separable_conv_2_normal_right1_6/ReadVariableOp/resource" -> "2935 NASNet/separable_conv_2_normal_right1_6/ReadVariableOp"; +"2935 NASNet/separable_conv_2_normal_right1_6/ReadVariableOp" -> "2936 NASNet/separable_conv_2_normal_right1_6/mul"; +"2936 NASNet/separable_conv_2_normal_right1_6/mul" -> "2946 NASNet/separable_conv_2_normal_right1_6/separable_conv2d/depthwise"; +"2937 NASNet/separable_conv_2_normal_right1_6/Sigmoid_1/ReadVariableOp/resource" -> "2938 NASNet/separable_conv_2_normal_right1_6/Sigmoid_1/ReadVariableOp"; +"2938 NASNet/separable_conv_2_normal_right1_6/Sigmoid_1/ReadVariableOp" -> "2939 NASNet/separable_conv_2_normal_right1_6/Sigmoid_1"; +"2939 NASNet/separable_conv_2_normal_right1_6/Sigmoid_1" -> "2940 NASNet/separable_conv_2_normal_right1_6/Round_1"; +"2940 NASNet/separable_conv_2_normal_right1_6/Round_1" -> "2943 NASNet/separable_conv_2_normal_right1_6/mul_1"; +"2941 NASNet/separable_conv_2_normal_right1_6/ReadVariableOp_1/resource" -> "2942 NASNet/separable_conv_2_normal_right1_6/ReadVariableOp_1"; +"2942 NASNet/separable_conv_2_normal_right1_6/ReadVariableOp_1" -> "2943 NASNet/separable_conv_2_normal_right1_6/mul_1"; +"2943 NASNet/separable_conv_2_normal_right1_6/mul_1" -> "2947 NASNet/separable_conv_2_normal_right1_6/separable_conv2d"; +"2946 NASNet/separable_conv_2_normal_right1_6/separable_conv2d/depthwise" -> "2947 NASNet/separable_conv_2_normal_right1_6/separable_conv2d"; +"2947 NASNet/separable_conv_2_normal_right1_6/separable_conv2d" -> "3013 NASNet/separable_conv_2_bn_normal_right1_6/FusedBatchNormV3"; +"2948 NASNet/separable_conv_2_normal_left1_6/Sigmoid/ReadVariableOp/resource" -> "2949 NASNet/separable_conv_2_normal_left1_6/Sigmoid/ReadVariableOp"; +"2949 NASNet/separable_conv_2_normal_left1_6/Sigmoid/ReadVariableOp" -> "2950 NASNet/separable_conv_2_normal_left1_6/Sigmoid"; +"2950 NASNet/separable_conv_2_normal_left1_6/Sigmoid" -> "2951 NASNet/separable_conv_2_normal_left1_6/Round"; +"2951 NASNet/separable_conv_2_normal_left1_6/Round" -> "2954 NASNet/separable_conv_2_normal_left1_6/mul"; +"2952 NASNet/separable_conv_2_normal_left1_6/ReadVariableOp/resource" -> "2953 NASNet/separable_conv_2_normal_left1_6/ReadVariableOp"; +"2953 NASNet/separable_conv_2_normal_left1_6/ReadVariableOp" -> "2954 NASNet/separable_conv_2_normal_left1_6/mul"; +"2954 NASNet/separable_conv_2_normal_left1_6/mul" -> "2964 NASNet/separable_conv_2_normal_left1_6/separable_conv2d/depthwise"; +"2955 NASNet/separable_conv_2_normal_left1_6/Sigmoid_1/ReadVariableOp/resource" -> "2956 NASNet/separable_conv_2_normal_left1_6/Sigmoid_1/ReadVariableOp"; +"2956 NASNet/separable_conv_2_normal_left1_6/Sigmoid_1/ReadVariableOp" -> "2957 NASNet/separable_conv_2_normal_left1_6/Sigmoid_1"; +"2957 NASNet/separable_conv_2_normal_left1_6/Sigmoid_1" -> "2958 NASNet/separable_conv_2_normal_left1_6/Round_1"; +"2958 NASNet/separable_conv_2_normal_left1_6/Round_1" -> "2961 NASNet/separable_conv_2_normal_left1_6/mul_1"; +"2959 NASNet/separable_conv_2_normal_left1_6/ReadVariableOp_1/resource" -> "2960 NASNet/separable_conv_2_normal_left1_6/ReadVariableOp_1"; +"2960 NASNet/separable_conv_2_normal_left1_6/ReadVariableOp_1" -> "2961 NASNet/separable_conv_2_normal_left1_6/mul_1"; +"2961 NASNet/separable_conv_2_normal_left1_6/mul_1" -> "2965 NASNet/separable_conv_2_normal_left1_6/separable_conv2d"; +"2964 NASNet/separable_conv_2_normal_left1_6/separable_conv2d/depthwise" -> "2965 NASNet/separable_conv_2_normal_left1_6/separable_conv2d"; +"2965 NASNet/separable_conv_2_normal_left1_6/separable_conv2d" -> "3004 NASNet/separable_conv_2_bn_normal_left1_6/FusedBatchNormV3"; +"2966 NASNet/separable_conv_2_bn_normal_left5_6/ReadVariableOp/resource" -> "2967 NASNet/separable_conv_2_bn_normal_left5_6/ReadVariableOp"; +"2967 NASNet/separable_conv_2_bn_normal_left5_6/ReadVariableOp" -> "2974 NASNet/separable_conv_2_bn_normal_left5_6/FusedBatchNormV3"; +"2968 NASNet/separable_conv_2_bn_normal_left5_6/ReadVariableOp_1/resource" -> "2969 NASNet/separable_conv_2_bn_normal_left5_6/ReadVariableOp_1"; +"2969 NASNet/separable_conv_2_bn_normal_left5_6/ReadVariableOp_1" -> "2974 NASNet/separable_conv_2_bn_normal_left5_6/FusedBatchNormV3"; +"2970 NASNet/separable_conv_2_bn_normal_left5_6/FusedBatchNormV3/ReadVariableOp/resource" -> "2971 NASNet/separable_conv_2_bn_normal_left5_6/FusedBatchNormV3/ReadVariableOp"; +"2971 NASNet/separable_conv_2_bn_normal_left5_6/FusedBatchNormV3/ReadVariableOp" -> "2974 NASNet/separable_conv_2_bn_normal_left5_6/FusedBatchNormV3"; +"2972 NASNet/separable_conv_2_bn_normal_left5_6/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2973 NASNet/separable_conv_2_bn_normal_left5_6/FusedBatchNormV3/ReadVariableOp_1"; +"2973 NASNet/separable_conv_2_bn_normal_left5_6/FusedBatchNormV3/ReadVariableOp_1" -> "2974 NASNet/separable_conv_2_bn_normal_left5_6/FusedBatchNormV3"; +"2974 NASNet/separable_conv_2_bn_normal_left5_6/FusedBatchNormV3" -> "3018 NASNet/normal_add_5_6/add"; +"2975 NASNet/normal_left4_6/AvgPool" -> "3017 NASNet/normal_add_4_6/add"; +"2976 NASNet/normal_right4_6/AvgPool" -> "3017 NASNet/normal_add_4_6/add"; +"2977 NASNet/normal_left3_6/AvgPool" -> "3016 NASNet/normal_add_3_6/add"; +"2978 NASNet/separable_conv_2_bn_normal_left2_6/ReadVariableOp/resource" -> "2979 NASNet/separable_conv_2_bn_normal_left2_6/ReadVariableOp"; +"2979 NASNet/separable_conv_2_bn_normal_left2_6/ReadVariableOp" -> "2986 NASNet/separable_conv_2_bn_normal_left2_6/FusedBatchNormV3"; +"2980 NASNet/separable_conv_2_bn_normal_left2_6/ReadVariableOp_1/resource" -> "2981 NASNet/separable_conv_2_bn_normal_left2_6/ReadVariableOp_1"; +"2981 NASNet/separable_conv_2_bn_normal_left2_6/ReadVariableOp_1" -> "2986 NASNet/separable_conv_2_bn_normal_left2_6/FusedBatchNormV3"; +"2982 NASNet/separable_conv_2_bn_normal_left2_6/FusedBatchNormV3/ReadVariableOp/resource" -> "2983 NASNet/separable_conv_2_bn_normal_left2_6/FusedBatchNormV3/ReadVariableOp"; +"2983 NASNet/separable_conv_2_bn_normal_left2_6/FusedBatchNormV3/ReadVariableOp" -> "2986 NASNet/separable_conv_2_bn_normal_left2_6/FusedBatchNormV3"; +"2984 NASNet/separable_conv_2_bn_normal_left2_6/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2985 NASNet/separable_conv_2_bn_normal_left2_6/FusedBatchNormV3/ReadVariableOp_1"; +"2985 NASNet/separable_conv_2_bn_normal_left2_6/FusedBatchNormV3/ReadVariableOp_1" -> "2986 NASNet/separable_conv_2_bn_normal_left2_6/FusedBatchNormV3"; +"2986 NASNet/separable_conv_2_bn_normal_left2_6/FusedBatchNormV3" -> "3015 NASNet/normal_add_2_6/add"; +"2987 NASNet/separable_conv_2_bn_normal_right2_6/ReadVariableOp/resource" -> "2988 NASNet/separable_conv_2_bn_normal_right2_6/ReadVariableOp"; +"2988 NASNet/separable_conv_2_bn_normal_right2_6/ReadVariableOp" -> "2995 NASNet/separable_conv_2_bn_normal_right2_6/FusedBatchNormV3"; +"2989 NASNet/separable_conv_2_bn_normal_right2_6/ReadVariableOp_1/resource" -> "2990 NASNet/separable_conv_2_bn_normal_right2_6/ReadVariableOp_1"; +"2990 NASNet/separable_conv_2_bn_normal_right2_6/ReadVariableOp_1" -> "2995 NASNet/separable_conv_2_bn_normal_right2_6/FusedBatchNormV3"; +"2991 NASNet/separable_conv_2_bn_normal_right2_6/FusedBatchNormV3/ReadVariableOp/resource" -> "2992 NASNet/separable_conv_2_bn_normal_right2_6/FusedBatchNormV3/ReadVariableOp"; +"2992 NASNet/separable_conv_2_bn_normal_right2_6/FusedBatchNormV3/ReadVariableOp" -> "2995 NASNet/separable_conv_2_bn_normal_right2_6/FusedBatchNormV3"; +"2993 NASNet/separable_conv_2_bn_normal_right2_6/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2994 NASNet/separable_conv_2_bn_normal_right2_6/FusedBatchNormV3/ReadVariableOp_1"; +"2994 NASNet/separable_conv_2_bn_normal_right2_6/FusedBatchNormV3/ReadVariableOp_1" -> "2995 NASNet/separable_conv_2_bn_normal_right2_6/FusedBatchNormV3"; +"2995 NASNet/separable_conv_2_bn_normal_right2_6/FusedBatchNormV3" -> "3015 NASNet/normal_add_2_6/add"; +"2996 NASNet/separable_conv_2_bn_normal_left1_6/ReadVariableOp/resource" -> "2997 NASNet/separable_conv_2_bn_normal_left1_6/ReadVariableOp"; +"2997 NASNet/separable_conv_2_bn_normal_left1_6/ReadVariableOp" -> "3004 NASNet/separable_conv_2_bn_normal_left1_6/FusedBatchNormV3"; +"2998 NASNet/separable_conv_2_bn_normal_left1_6/ReadVariableOp_1/resource" -> "2999 NASNet/separable_conv_2_bn_normal_left1_6/ReadVariableOp_1"; +"2999 NASNet/separable_conv_2_bn_normal_left1_6/ReadVariableOp_1" -> "3004 NASNet/separable_conv_2_bn_normal_left1_6/FusedBatchNormV3"; +"3000 NASNet/separable_conv_2_bn_normal_left1_6/FusedBatchNormV3/ReadVariableOp/resource" -> "3001 NASNet/separable_conv_2_bn_normal_left1_6/FusedBatchNormV3/ReadVariableOp"; +"3001 NASNet/separable_conv_2_bn_normal_left1_6/FusedBatchNormV3/ReadVariableOp" -> "3004 NASNet/separable_conv_2_bn_normal_left1_6/FusedBatchNormV3"; +"3002 NASNet/separable_conv_2_bn_normal_left1_6/FusedBatchNormV3/ReadVariableOp_1/resource" -> "3003 NASNet/separable_conv_2_bn_normal_left1_6/FusedBatchNormV3/ReadVariableOp_1"; +"3003 NASNet/separable_conv_2_bn_normal_left1_6/FusedBatchNormV3/ReadVariableOp_1" -> "3004 NASNet/separable_conv_2_bn_normal_left1_6/FusedBatchNormV3"; +"3004 NASNet/separable_conv_2_bn_normal_left1_6/FusedBatchNormV3" -> "3014 NASNet/normal_add_1_6/add"; +"3005 NASNet/separable_conv_2_bn_normal_right1_6/ReadVariableOp/resource" -> "3006 NASNet/separable_conv_2_bn_normal_right1_6/ReadVariableOp"; +"3006 NASNet/separable_conv_2_bn_normal_right1_6/ReadVariableOp" -> "3013 NASNet/separable_conv_2_bn_normal_right1_6/FusedBatchNormV3"; +"3007 NASNet/separable_conv_2_bn_normal_right1_6/ReadVariableOp_1/resource" -> "3008 NASNet/separable_conv_2_bn_normal_right1_6/ReadVariableOp_1"; +"3008 NASNet/separable_conv_2_bn_normal_right1_6/ReadVariableOp_1" -> "3013 NASNet/separable_conv_2_bn_normal_right1_6/FusedBatchNormV3"; +"3009 NASNet/separable_conv_2_bn_normal_right1_6/FusedBatchNormV3/ReadVariableOp/resource" -> "3010 NASNet/separable_conv_2_bn_normal_right1_6/FusedBatchNormV3/ReadVariableOp"; +"3010 NASNet/separable_conv_2_bn_normal_right1_6/FusedBatchNormV3/ReadVariableOp" -> "3013 NASNet/separable_conv_2_bn_normal_right1_6/FusedBatchNormV3"; +"3011 NASNet/separable_conv_2_bn_normal_right1_6/FusedBatchNormV3/ReadVariableOp_1/resource" -> "3012 NASNet/separable_conv_2_bn_normal_right1_6/FusedBatchNormV3/ReadVariableOp_1"; +"3012 NASNet/separable_conv_2_bn_normal_right1_6/FusedBatchNormV3/ReadVariableOp_1" -> "3013 NASNet/separable_conv_2_bn_normal_right1_6/FusedBatchNormV3"; +"3013 NASNet/separable_conv_2_bn_normal_right1_6/FusedBatchNormV3" -> "3014 NASNet/normal_add_1_6/add"; +"3014 NASNet/normal_add_1_6/add" -> "3020 NASNet/normal_concat_6/concat"; +"3015 NASNet/normal_add_2_6/add" -> "3020 NASNet/normal_concat_6/concat"; +"3016 NASNet/normal_add_3_6/add" -> "3020 NASNet/normal_concat_6/concat"; +"3017 NASNet/normal_add_4_6/add" -> "3020 NASNet/normal_concat_6/concat"; +"3018 NASNet/normal_add_5_6/add" -> "3020 NASNet/normal_concat_6/concat"; +"3019 NASNet/normal_concat_6/concat/axis" -> "3020 NASNet/normal_concat_6/concat"; +"3020 NASNet/normal_concat_6/concat" -> "3021 NASNet/activation_105/Relu"; +"3020 NASNet/normal_concat_6/concat" -> "3348 NASNet/activation_116/Relu"; +"3021 NASNet/activation_105/Relu" -> "3030 NASNet/normal_conv_1_7/Conv2D"; +"3022 NASNet/activation_104/Relu" -> "3038 NASNet/adjust_conv_projection_7/Conv2D"; +"3023 NASNet/normal_conv_1_7/Sigmoid/ReadVariableOp/resource" -> "3024 NASNet/normal_conv_1_7/Sigmoid/ReadVariableOp"; +"3024 NASNet/normal_conv_1_7/Sigmoid/ReadVariableOp" -> "3025 NASNet/normal_conv_1_7/Sigmoid"; +"3025 NASNet/normal_conv_1_7/Sigmoid" -> "3026 NASNet/normal_conv_1_7/Round"; +"3026 NASNet/normal_conv_1_7/Round" -> "3029 NASNet/normal_conv_1_7/mul"; +"3027 NASNet/normal_conv_1_7/ReadVariableOp/resource" -> "3028 NASNet/normal_conv_1_7/ReadVariableOp"; +"3028 NASNet/normal_conv_1_7/ReadVariableOp" -> "3029 NASNet/normal_conv_1_7/mul"; +"3029 NASNet/normal_conv_1_7/mul" -> "3030 NASNet/normal_conv_1_7/Conv2D"; +"3030 NASNet/normal_conv_1_7/Conv2D" -> "3056 NASNet/normal_bn_1_7/FusedBatchNormV3"; +"3031 NASNet/adjust_conv_projection_7/Sigmoid/ReadVariableOp/resource" -> "3032 NASNet/adjust_conv_projection_7/Sigmoid/ReadVariableOp"; +"3032 NASNet/adjust_conv_projection_7/Sigmoid/ReadVariableOp" -> "3033 NASNet/adjust_conv_projection_7/Sigmoid"; +"3033 NASNet/adjust_conv_projection_7/Sigmoid" -> "3034 NASNet/adjust_conv_projection_7/Round"; +"3034 NASNet/adjust_conv_projection_7/Round" -> "3037 NASNet/adjust_conv_projection_7/mul"; +"3035 NASNet/adjust_conv_projection_7/ReadVariableOp/resource" -> "3036 NASNet/adjust_conv_projection_7/ReadVariableOp"; +"3036 NASNet/adjust_conv_projection_7/ReadVariableOp" -> "3037 NASNet/adjust_conv_projection_7/mul"; +"3037 NASNet/adjust_conv_projection_7/mul" -> "3038 NASNet/adjust_conv_projection_7/Conv2D"; +"3038 NASNet/adjust_conv_projection_7/Conv2D" -> "3047 NASNet/adjust_bn_7/FusedBatchNormV3"; +"3039 NASNet/adjust_bn_7/ReadVariableOp/resource" -> "3040 NASNet/adjust_bn_7/ReadVariableOp"; +"3040 NASNet/adjust_bn_7/ReadVariableOp" -> "3047 NASNet/adjust_bn_7/FusedBatchNormV3"; +"3041 NASNet/adjust_bn_7/ReadVariableOp_1/resource" -> "3042 NASNet/adjust_bn_7/ReadVariableOp_1"; +"3042 NASNet/adjust_bn_7/ReadVariableOp_1" -> "3047 NASNet/adjust_bn_7/FusedBatchNormV3"; +"3043 NASNet/adjust_bn_7/FusedBatchNormV3/ReadVariableOp/resource" -> "3044 NASNet/adjust_bn_7/FusedBatchNormV3/ReadVariableOp"; +"3044 NASNet/adjust_bn_7/FusedBatchNormV3/ReadVariableOp" -> "3047 NASNet/adjust_bn_7/FusedBatchNormV3"; +"3045 NASNet/adjust_bn_7/FusedBatchNormV3/ReadVariableOp_1/resource" -> "3046 NASNet/adjust_bn_7/FusedBatchNormV3/ReadVariableOp_1"; +"3046 NASNet/adjust_bn_7/FusedBatchNormV3/ReadVariableOp_1" -> "3047 NASNet/adjust_bn_7/FusedBatchNormV3"; +"3047 NASNet/adjust_bn_7/FusedBatchNormV3" -> "3058 NASNet/activation_112/Relu"; +"3047 NASNet/adjust_bn_7/FusedBatchNormV3" -> "3059 NASNet/activation_110/Relu"; +"3047 NASNet/adjust_bn_7/FusedBatchNormV3" -> "3060 NASNet/activation_108/Relu"; +"3047 NASNet/adjust_bn_7/FusedBatchNormV3" -> "3301 NASNet/normal_left4_7/AvgPool"; +"3047 NASNet/adjust_bn_7/FusedBatchNormV3" -> "3302 NASNet/normal_right4_7/AvgPool"; +"3047 NASNet/adjust_bn_7/FusedBatchNormV3" -> "3342 NASNet/normal_add_3_7/add"; +"3047 NASNet/adjust_bn_7/FusedBatchNormV3" -> "3346 NASNet/normal_concat_7/concat"; +"3048 NASNet/normal_bn_1_7/ReadVariableOp/resource" -> "3049 NASNet/normal_bn_1_7/ReadVariableOp"; +"3049 NASNet/normal_bn_1_7/ReadVariableOp" -> "3056 NASNet/normal_bn_1_7/FusedBatchNormV3"; +"3050 NASNet/normal_bn_1_7/ReadVariableOp_1/resource" -> "3051 NASNet/normal_bn_1_7/ReadVariableOp_1"; +"3051 NASNet/normal_bn_1_7/ReadVariableOp_1" -> "3056 NASNet/normal_bn_1_7/FusedBatchNormV3"; +"3052 NASNet/normal_bn_1_7/FusedBatchNormV3/ReadVariableOp/resource" -> "3053 NASNet/normal_bn_1_7/FusedBatchNormV3/ReadVariableOp"; +"3053 NASNet/normal_bn_1_7/FusedBatchNormV3/ReadVariableOp" -> "3056 NASNet/normal_bn_1_7/FusedBatchNormV3"; +"3054 NASNet/normal_bn_1_7/FusedBatchNormV3/ReadVariableOp_1/resource" -> "3055 NASNet/normal_bn_1_7/FusedBatchNormV3/ReadVariableOp_1"; +"3055 NASNet/normal_bn_1_7/FusedBatchNormV3/ReadVariableOp_1" -> "3056 NASNet/normal_bn_1_7/FusedBatchNormV3"; +"3056 NASNet/normal_bn_1_7/FusedBatchNormV3" -> "3057 NASNet/activation_114/Relu"; +"3056 NASNet/normal_bn_1_7/FusedBatchNormV3" -> "3061 NASNet/activation_106/Relu"; +"3056 NASNet/normal_bn_1_7/FusedBatchNormV3" -> "3303 NASNet/normal_left3_7/AvgPool"; +"3056 NASNet/normal_bn_1_7/FusedBatchNormV3" -> "3344 NASNet/normal_add_5_7/add"; +"3057 NASNet/activation_114/Relu" -> "3078 NASNet/separable_conv_1_normal_left5_7/separable_conv2d/depthwise"; +"3058 NASNet/activation_112/Relu" -> "3096 NASNet/separable_conv_1_normal_right2_7/separable_conv2d/depthwise"; +"3059 NASNet/activation_110/Relu" -> "3114 NASNet/separable_conv_1_normal_left2_7/separable_conv2d/depthwise"; +"3060 NASNet/activation_108/Relu" -> "3132 NASNet/separable_conv_1_normal_right1_7/separable_conv2d/depthwise"; +"3061 NASNet/activation_106/Relu" -> "3150 NASNet/separable_conv_1_normal_left1_7/separable_conv2d/depthwise"; +"3062 NASNet/separable_conv_1_normal_left5_7/Sigmoid/ReadVariableOp/resource" -> "3063 NASNet/separable_conv_1_normal_left5_7/Sigmoid/ReadVariableOp"; +"3063 NASNet/separable_conv_1_normal_left5_7/Sigmoid/ReadVariableOp" -> "3064 NASNet/separable_conv_1_normal_left5_7/Sigmoid"; +"3064 NASNet/separable_conv_1_normal_left5_7/Sigmoid" -> "3065 NASNet/separable_conv_1_normal_left5_7/Round"; +"3065 NASNet/separable_conv_1_normal_left5_7/Round" -> "3068 NASNet/separable_conv_1_normal_left5_7/mul"; +"3066 NASNet/separable_conv_1_normal_left5_7/ReadVariableOp/resource" -> "3067 NASNet/separable_conv_1_normal_left5_7/ReadVariableOp"; +"3067 NASNet/separable_conv_1_normal_left5_7/ReadVariableOp" -> "3068 NASNet/separable_conv_1_normal_left5_7/mul"; +"3068 NASNet/separable_conv_1_normal_left5_7/mul" -> "3078 NASNet/separable_conv_1_normal_left5_7/separable_conv2d/depthwise"; +"3069 NASNet/separable_conv_1_normal_left5_7/Sigmoid_1/ReadVariableOp/resource" -> "3070 NASNet/separable_conv_1_normal_left5_7/Sigmoid_1/ReadVariableOp"; +"3070 NASNet/separable_conv_1_normal_left5_7/Sigmoid_1/ReadVariableOp" -> "3071 NASNet/separable_conv_1_normal_left5_7/Sigmoid_1"; +"3071 NASNet/separable_conv_1_normal_left5_7/Sigmoid_1" -> "3072 NASNet/separable_conv_1_normal_left5_7/Round_1"; +"3072 NASNet/separable_conv_1_normal_left5_7/Round_1" -> "3075 NASNet/separable_conv_1_normal_left5_7/mul_1"; +"3073 NASNet/separable_conv_1_normal_left5_7/ReadVariableOp_1/resource" -> "3074 NASNet/separable_conv_1_normal_left5_7/ReadVariableOp_1"; +"3074 NASNet/separable_conv_1_normal_left5_7/ReadVariableOp_1" -> "3075 NASNet/separable_conv_1_normal_left5_7/mul_1"; +"3075 NASNet/separable_conv_1_normal_left5_7/mul_1" -> "3079 NASNet/separable_conv_1_normal_left5_7/separable_conv2d"; +"3078 NASNet/separable_conv_1_normal_left5_7/separable_conv2d/depthwise" -> "3079 NASNet/separable_conv_1_normal_left5_7/separable_conv2d"; +"3079 NASNet/separable_conv_1_normal_left5_7/separable_conv2d" -> "3160 NASNet/separable_conv_1_bn_normal_left5_7/FusedBatchNormV3"; +"3080 NASNet/separable_conv_1_normal_right2_7/Sigmoid/ReadVariableOp/resource" -> "3081 NASNet/separable_conv_1_normal_right2_7/Sigmoid/ReadVariableOp"; +"3081 NASNet/separable_conv_1_normal_right2_7/Sigmoid/ReadVariableOp" -> "3082 NASNet/separable_conv_1_normal_right2_7/Sigmoid"; +"3082 NASNet/separable_conv_1_normal_right2_7/Sigmoid" -> "3083 NASNet/separable_conv_1_normal_right2_7/Round"; +"3083 NASNet/separable_conv_1_normal_right2_7/Round" -> "3086 NASNet/separable_conv_1_normal_right2_7/mul"; +"3084 NASNet/separable_conv_1_normal_right2_7/ReadVariableOp/resource" -> "3085 NASNet/separable_conv_1_normal_right2_7/ReadVariableOp"; +"3085 NASNet/separable_conv_1_normal_right2_7/ReadVariableOp" -> "3086 NASNet/separable_conv_1_normal_right2_7/mul"; +"3086 NASNet/separable_conv_1_normal_right2_7/mul" -> "3096 NASNet/separable_conv_1_normal_right2_7/separable_conv2d/depthwise"; +"3087 NASNet/separable_conv_1_normal_right2_7/Sigmoid_1/ReadVariableOp/resource" -> "3088 NASNet/separable_conv_1_normal_right2_7/Sigmoid_1/ReadVariableOp"; +"3088 NASNet/separable_conv_1_normal_right2_7/Sigmoid_1/ReadVariableOp" -> "3089 NASNet/separable_conv_1_normal_right2_7/Sigmoid_1"; +"3089 NASNet/separable_conv_1_normal_right2_7/Sigmoid_1" -> "3090 NASNet/separable_conv_1_normal_right2_7/Round_1"; +"3090 NASNet/separable_conv_1_normal_right2_7/Round_1" -> "3093 NASNet/separable_conv_1_normal_right2_7/mul_1"; +"3091 NASNet/separable_conv_1_normal_right2_7/ReadVariableOp_1/resource" -> "3092 NASNet/separable_conv_1_normal_right2_7/ReadVariableOp_1"; +"3092 NASNet/separable_conv_1_normal_right2_7/ReadVariableOp_1" -> "3093 NASNet/separable_conv_1_normal_right2_7/mul_1"; +"3093 NASNet/separable_conv_1_normal_right2_7/mul_1" -> "3097 NASNet/separable_conv_1_normal_right2_7/separable_conv2d"; +"3096 NASNet/separable_conv_1_normal_right2_7/separable_conv2d/depthwise" -> "3097 NASNet/separable_conv_1_normal_right2_7/separable_conv2d"; +"3097 NASNet/separable_conv_1_normal_right2_7/separable_conv2d" -> "3169 NASNet/separable_conv_1_bn_normal_right2_7/FusedBatchNormV3"; +"3098 NASNet/separable_conv_1_normal_left2_7/Sigmoid/ReadVariableOp/resource" -> "3099 NASNet/separable_conv_1_normal_left2_7/Sigmoid/ReadVariableOp"; +"3099 NASNet/separable_conv_1_normal_left2_7/Sigmoid/ReadVariableOp" -> "3100 NASNet/separable_conv_1_normal_left2_7/Sigmoid"; +"3100 NASNet/separable_conv_1_normal_left2_7/Sigmoid" -> "3101 NASNet/separable_conv_1_normal_left2_7/Round"; +"3101 NASNet/separable_conv_1_normal_left2_7/Round" -> "3104 NASNet/separable_conv_1_normal_left2_7/mul"; +"3102 NASNet/separable_conv_1_normal_left2_7/ReadVariableOp/resource" -> "3103 NASNet/separable_conv_1_normal_left2_7/ReadVariableOp"; +"3103 NASNet/separable_conv_1_normal_left2_7/ReadVariableOp" -> "3104 NASNet/separable_conv_1_normal_left2_7/mul"; +"3104 NASNet/separable_conv_1_normal_left2_7/mul" -> "3114 NASNet/separable_conv_1_normal_left2_7/separable_conv2d/depthwise"; +"3105 NASNet/separable_conv_1_normal_left2_7/Sigmoid_1/ReadVariableOp/resource" -> "3106 NASNet/separable_conv_1_normal_left2_7/Sigmoid_1/ReadVariableOp"; +"3106 NASNet/separable_conv_1_normal_left2_7/Sigmoid_1/ReadVariableOp" -> "3107 NASNet/separable_conv_1_normal_left2_7/Sigmoid_1"; +"3107 NASNet/separable_conv_1_normal_left2_7/Sigmoid_1" -> "3108 NASNet/separable_conv_1_normal_left2_7/Round_1"; +"3108 NASNet/separable_conv_1_normal_left2_7/Round_1" -> "3111 NASNet/separable_conv_1_normal_left2_7/mul_1"; +"3109 NASNet/separable_conv_1_normal_left2_7/ReadVariableOp_1/resource" -> "3110 NASNet/separable_conv_1_normal_left2_7/ReadVariableOp_1"; +"3110 NASNet/separable_conv_1_normal_left2_7/ReadVariableOp_1" -> "3111 NASNet/separable_conv_1_normal_left2_7/mul_1"; +"3111 NASNet/separable_conv_1_normal_left2_7/mul_1" -> "3115 NASNet/separable_conv_1_normal_left2_7/separable_conv2d"; +"3114 NASNet/separable_conv_1_normal_left2_7/separable_conv2d/depthwise" -> "3115 NASNet/separable_conv_1_normal_left2_7/separable_conv2d"; +"3115 NASNet/separable_conv_1_normal_left2_7/separable_conv2d" -> "3178 NASNet/separable_conv_1_bn_normal_left2_7/FusedBatchNormV3"; +"3116 NASNet/separable_conv_1_normal_right1_7/Sigmoid/ReadVariableOp/resource" -> "3117 NASNet/separable_conv_1_normal_right1_7/Sigmoid/ReadVariableOp"; +"3117 NASNet/separable_conv_1_normal_right1_7/Sigmoid/ReadVariableOp" -> "3118 NASNet/separable_conv_1_normal_right1_7/Sigmoid"; +"3118 NASNet/separable_conv_1_normal_right1_7/Sigmoid" -> "3119 NASNet/separable_conv_1_normal_right1_7/Round"; +"3119 NASNet/separable_conv_1_normal_right1_7/Round" -> "3122 NASNet/separable_conv_1_normal_right1_7/mul"; +"3120 NASNet/separable_conv_1_normal_right1_7/ReadVariableOp/resource" -> "3121 NASNet/separable_conv_1_normal_right1_7/ReadVariableOp"; +"3121 NASNet/separable_conv_1_normal_right1_7/ReadVariableOp" -> "3122 NASNet/separable_conv_1_normal_right1_7/mul"; +"3122 NASNet/separable_conv_1_normal_right1_7/mul" -> "3132 NASNet/separable_conv_1_normal_right1_7/separable_conv2d/depthwise"; +"3123 NASNet/separable_conv_1_normal_right1_7/Sigmoid_1/ReadVariableOp/resource" -> "3124 NASNet/separable_conv_1_normal_right1_7/Sigmoid_1/ReadVariableOp"; +"3124 NASNet/separable_conv_1_normal_right1_7/Sigmoid_1/ReadVariableOp" -> "3125 NASNet/separable_conv_1_normal_right1_7/Sigmoid_1"; +"3125 NASNet/separable_conv_1_normal_right1_7/Sigmoid_1" -> "3126 NASNet/separable_conv_1_normal_right1_7/Round_1"; +"3126 NASNet/separable_conv_1_normal_right1_7/Round_1" -> "3129 NASNet/separable_conv_1_normal_right1_7/mul_1"; +"3127 NASNet/separable_conv_1_normal_right1_7/ReadVariableOp_1/resource" -> "3128 NASNet/separable_conv_1_normal_right1_7/ReadVariableOp_1"; +"3128 NASNet/separable_conv_1_normal_right1_7/ReadVariableOp_1" -> "3129 NASNet/separable_conv_1_normal_right1_7/mul_1"; +"3129 NASNet/separable_conv_1_normal_right1_7/mul_1" -> "3133 NASNet/separable_conv_1_normal_right1_7/separable_conv2d"; +"3132 NASNet/separable_conv_1_normal_right1_7/separable_conv2d/depthwise" -> "3133 NASNet/separable_conv_1_normal_right1_7/separable_conv2d"; +"3133 NASNet/separable_conv_1_normal_right1_7/separable_conv2d" -> "3187 NASNet/separable_conv_1_bn_normal_right1_7/FusedBatchNormV3"; +"3134 NASNet/separable_conv_1_normal_left1_7/Sigmoid/ReadVariableOp/resource" -> "3135 NASNet/separable_conv_1_normal_left1_7/Sigmoid/ReadVariableOp"; +"3135 NASNet/separable_conv_1_normal_left1_7/Sigmoid/ReadVariableOp" -> "3136 NASNet/separable_conv_1_normal_left1_7/Sigmoid"; +"3136 NASNet/separable_conv_1_normal_left1_7/Sigmoid" -> "3137 NASNet/separable_conv_1_normal_left1_7/Round"; +"3137 NASNet/separable_conv_1_normal_left1_7/Round" -> "3140 NASNet/separable_conv_1_normal_left1_7/mul"; +"3138 NASNet/separable_conv_1_normal_left1_7/ReadVariableOp/resource" -> "3139 NASNet/separable_conv_1_normal_left1_7/ReadVariableOp"; +"3139 NASNet/separable_conv_1_normal_left1_7/ReadVariableOp" -> "3140 NASNet/separable_conv_1_normal_left1_7/mul"; +"3140 NASNet/separable_conv_1_normal_left1_7/mul" -> "3150 NASNet/separable_conv_1_normal_left1_7/separable_conv2d/depthwise"; +"3141 NASNet/separable_conv_1_normal_left1_7/Sigmoid_1/ReadVariableOp/resource" -> "3142 NASNet/separable_conv_1_normal_left1_7/Sigmoid_1/ReadVariableOp"; +"3142 NASNet/separable_conv_1_normal_left1_7/Sigmoid_1/ReadVariableOp" -> "3143 NASNet/separable_conv_1_normal_left1_7/Sigmoid_1"; +"3143 NASNet/separable_conv_1_normal_left1_7/Sigmoid_1" -> "3144 NASNet/separable_conv_1_normal_left1_7/Round_1"; +"3144 NASNet/separable_conv_1_normal_left1_7/Round_1" -> "3147 NASNet/separable_conv_1_normal_left1_7/mul_1"; +"3145 NASNet/separable_conv_1_normal_left1_7/ReadVariableOp_1/resource" -> "3146 NASNet/separable_conv_1_normal_left1_7/ReadVariableOp_1"; +"3146 NASNet/separable_conv_1_normal_left1_7/ReadVariableOp_1" -> "3147 NASNet/separable_conv_1_normal_left1_7/mul_1"; +"3147 NASNet/separable_conv_1_normal_left1_7/mul_1" -> "3151 NASNet/separable_conv_1_normal_left1_7/separable_conv2d"; +"3150 NASNet/separable_conv_1_normal_left1_7/separable_conv2d/depthwise" -> "3151 NASNet/separable_conv_1_normal_left1_7/separable_conv2d"; +"3151 NASNet/separable_conv_1_normal_left1_7/separable_conv2d" -> "3196 NASNet/separable_conv_1_bn_normal_left1_7/FusedBatchNormV3"; +"3152 NASNet/separable_conv_1_bn_normal_left5_7/ReadVariableOp/resource" -> "3153 NASNet/separable_conv_1_bn_normal_left5_7/ReadVariableOp"; +"3153 NASNet/separable_conv_1_bn_normal_left5_7/ReadVariableOp" -> "3160 NASNet/separable_conv_1_bn_normal_left5_7/FusedBatchNormV3"; +"3154 NASNet/separable_conv_1_bn_normal_left5_7/ReadVariableOp_1/resource" -> "3155 NASNet/separable_conv_1_bn_normal_left5_7/ReadVariableOp_1"; +"3155 NASNet/separable_conv_1_bn_normal_left5_7/ReadVariableOp_1" -> "3160 NASNet/separable_conv_1_bn_normal_left5_7/FusedBatchNormV3"; +"3156 NASNet/separable_conv_1_bn_normal_left5_7/FusedBatchNormV3/ReadVariableOp/resource" -> "3157 NASNet/separable_conv_1_bn_normal_left5_7/FusedBatchNormV3/ReadVariableOp"; +"3157 NASNet/separable_conv_1_bn_normal_left5_7/FusedBatchNormV3/ReadVariableOp" -> "3160 NASNet/separable_conv_1_bn_normal_left5_7/FusedBatchNormV3"; +"3158 NASNet/separable_conv_1_bn_normal_left5_7/FusedBatchNormV3/ReadVariableOp_1/resource" -> "3159 NASNet/separable_conv_1_bn_normal_left5_7/FusedBatchNormV3/ReadVariableOp_1"; +"3159 NASNet/separable_conv_1_bn_normal_left5_7/FusedBatchNormV3/ReadVariableOp_1" -> "3160 NASNet/separable_conv_1_bn_normal_left5_7/FusedBatchNormV3"; +"3160 NASNet/separable_conv_1_bn_normal_left5_7/FusedBatchNormV3" -> "3197 NASNet/activation_115/Relu"; +"3161 NASNet/separable_conv_1_bn_normal_right2_7/ReadVariableOp/resource" -> "3162 NASNet/separable_conv_1_bn_normal_right2_7/ReadVariableOp"; +"3162 NASNet/separable_conv_1_bn_normal_right2_7/ReadVariableOp" -> "3169 NASNet/separable_conv_1_bn_normal_right2_7/FusedBatchNormV3"; +"3163 NASNet/separable_conv_1_bn_normal_right2_7/ReadVariableOp_1/resource" -> "3164 NASNet/separable_conv_1_bn_normal_right2_7/ReadVariableOp_1"; +"3164 NASNet/separable_conv_1_bn_normal_right2_7/ReadVariableOp_1" -> "3169 NASNet/separable_conv_1_bn_normal_right2_7/FusedBatchNormV3"; +"3165 NASNet/separable_conv_1_bn_normal_right2_7/FusedBatchNormV3/ReadVariableOp/resource" -> "3166 NASNet/separable_conv_1_bn_normal_right2_7/FusedBatchNormV3/ReadVariableOp"; +"3166 NASNet/separable_conv_1_bn_normal_right2_7/FusedBatchNormV3/ReadVariableOp" -> "3169 NASNet/separable_conv_1_bn_normal_right2_7/FusedBatchNormV3"; +"3167 NASNet/separable_conv_1_bn_normal_right2_7/FusedBatchNormV3/ReadVariableOp_1/resource" -> "3168 NASNet/separable_conv_1_bn_normal_right2_7/FusedBatchNormV3/ReadVariableOp_1"; +"3168 NASNet/separable_conv_1_bn_normal_right2_7/FusedBatchNormV3/ReadVariableOp_1" -> "3169 NASNet/separable_conv_1_bn_normal_right2_7/FusedBatchNormV3"; +"3169 NASNet/separable_conv_1_bn_normal_right2_7/FusedBatchNormV3" -> "3198 NASNet/activation_113/Relu"; +"3170 NASNet/separable_conv_1_bn_normal_left2_7/ReadVariableOp/resource" -> "3171 NASNet/separable_conv_1_bn_normal_left2_7/ReadVariableOp"; +"3171 NASNet/separable_conv_1_bn_normal_left2_7/ReadVariableOp" -> "3178 NASNet/separable_conv_1_bn_normal_left2_7/FusedBatchNormV3"; +"3172 NASNet/separable_conv_1_bn_normal_left2_7/ReadVariableOp_1/resource" -> "3173 NASNet/separable_conv_1_bn_normal_left2_7/ReadVariableOp_1"; +"3173 NASNet/separable_conv_1_bn_normal_left2_7/ReadVariableOp_1" -> "3178 NASNet/separable_conv_1_bn_normal_left2_7/FusedBatchNormV3"; +"3174 NASNet/separable_conv_1_bn_normal_left2_7/FusedBatchNormV3/ReadVariableOp/resource" -> "3175 NASNet/separable_conv_1_bn_normal_left2_7/FusedBatchNormV3/ReadVariableOp"; +"3175 NASNet/separable_conv_1_bn_normal_left2_7/FusedBatchNormV3/ReadVariableOp" -> "3178 NASNet/separable_conv_1_bn_normal_left2_7/FusedBatchNormV3"; +"3176 NASNet/separable_conv_1_bn_normal_left2_7/FusedBatchNormV3/ReadVariableOp_1/resource" -> "3177 NASNet/separable_conv_1_bn_normal_left2_7/FusedBatchNormV3/ReadVariableOp_1"; +"3177 NASNet/separable_conv_1_bn_normal_left2_7/FusedBatchNormV3/ReadVariableOp_1" -> "3178 NASNet/separable_conv_1_bn_normal_left2_7/FusedBatchNormV3"; +"3178 NASNet/separable_conv_1_bn_normal_left2_7/FusedBatchNormV3" -> "3199 NASNet/activation_111/Relu"; +"3179 NASNet/separable_conv_1_bn_normal_right1_7/ReadVariableOp/resource" -> "3180 NASNet/separable_conv_1_bn_normal_right1_7/ReadVariableOp"; +"3180 NASNet/separable_conv_1_bn_normal_right1_7/ReadVariableOp" -> "3187 NASNet/separable_conv_1_bn_normal_right1_7/FusedBatchNormV3"; +"3181 NASNet/separable_conv_1_bn_normal_right1_7/ReadVariableOp_1/resource" -> "3182 NASNet/separable_conv_1_bn_normal_right1_7/ReadVariableOp_1"; +"3182 NASNet/separable_conv_1_bn_normal_right1_7/ReadVariableOp_1" -> "3187 NASNet/separable_conv_1_bn_normal_right1_7/FusedBatchNormV3"; +"3183 NASNet/separable_conv_1_bn_normal_right1_7/FusedBatchNormV3/ReadVariableOp/resource" -> "3184 NASNet/separable_conv_1_bn_normal_right1_7/FusedBatchNormV3/ReadVariableOp"; +"3184 NASNet/separable_conv_1_bn_normal_right1_7/FusedBatchNormV3/ReadVariableOp" -> "3187 NASNet/separable_conv_1_bn_normal_right1_7/FusedBatchNormV3"; +"3185 NASNet/separable_conv_1_bn_normal_right1_7/FusedBatchNormV3/ReadVariableOp_1/resource" -> "3186 NASNet/separable_conv_1_bn_normal_right1_7/FusedBatchNormV3/ReadVariableOp_1"; +"3186 NASNet/separable_conv_1_bn_normal_right1_7/FusedBatchNormV3/ReadVariableOp_1" -> "3187 NASNet/separable_conv_1_bn_normal_right1_7/FusedBatchNormV3"; +"3187 NASNet/separable_conv_1_bn_normal_right1_7/FusedBatchNormV3" -> "3200 NASNet/activation_109/Relu"; +"3188 NASNet/separable_conv_1_bn_normal_left1_7/ReadVariableOp/resource" -> "3189 NASNet/separable_conv_1_bn_normal_left1_7/ReadVariableOp"; +"3189 NASNet/separable_conv_1_bn_normal_left1_7/ReadVariableOp" -> "3196 NASNet/separable_conv_1_bn_normal_left1_7/FusedBatchNormV3"; +"3190 NASNet/separable_conv_1_bn_normal_left1_7/ReadVariableOp_1/resource" -> "3191 NASNet/separable_conv_1_bn_normal_left1_7/ReadVariableOp_1"; +"3191 NASNet/separable_conv_1_bn_normal_left1_7/ReadVariableOp_1" -> "3196 NASNet/separable_conv_1_bn_normal_left1_7/FusedBatchNormV3"; +"3192 NASNet/separable_conv_1_bn_normal_left1_7/FusedBatchNormV3/ReadVariableOp/resource" -> "3193 NASNet/separable_conv_1_bn_normal_left1_7/FusedBatchNormV3/ReadVariableOp"; +"3193 NASNet/separable_conv_1_bn_normal_left1_7/FusedBatchNormV3/ReadVariableOp" -> "3196 NASNet/separable_conv_1_bn_normal_left1_7/FusedBatchNormV3"; +"3194 NASNet/separable_conv_1_bn_normal_left1_7/FusedBatchNormV3/ReadVariableOp_1/resource" -> "3195 NASNet/separable_conv_1_bn_normal_left1_7/FusedBatchNormV3/ReadVariableOp_1"; +"3195 NASNet/separable_conv_1_bn_normal_left1_7/FusedBatchNormV3/ReadVariableOp_1" -> "3196 NASNet/separable_conv_1_bn_normal_left1_7/FusedBatchNormV3"; +"3196 NASNet/separable_conv_1_bn_normal_left1_7/FusedBatchNormV3" -> "3201 NASNet/activation_107/Relu"; +"3197 NASNet/activation_115/Relu" -> "3218 NASNet/separable_conv_2_normal_left5_7/separable_conv2d/depthwise"; +"3198 NASNet/activation_113/Relu" -> "3236 NASNet/separable_conv_2_normal_right2_7/separable_conv2d/depthwise"; +"3199 NASNet/activation_111/Relu" -> "3254 NASNet/separable_conv_2_normal_left2_7/separable_conv2d/depthwise"; +"3200 NASNet/activation_109/Relu" -> "3272 NASNet/separable_conv_2_normal_right1_7/separable_conv2d/depthwise"; +"3201 NASNet/activation_107/Relu" -> "3290 NASNet/separable_conv_2_normal_left1_7/separable_conv2d/depthwise"; +"3202 NASNet/separable_conv_2_normal_left5_7/Sigmoid/ReadVariableOp/resource" -> "3203 NASNet/separable_conv_2_normal_left5_7/Sigmoid/ReadVariableOp"; +"3203 NASNet/separable_conv_2_normal_left5_7/Sigmoid/ReadVariableOp" -> "3204 NASNet/separable_conv_2_normal_left5_7/Sigmoid"; +"3204 NASNet/separable_conv_2_normal_left5_7/Sigmoid" -> "3205 NASNet/separable_conv_2_normal_left5_7/Round"; +"3205 NASNet/separable_conv_2_normal_left5_7/Round" -> "3208 NASNet/separable_conv_2_normal_left5_7/mul"; +"3206 NASNet/separable_conv_2_normal_left5_7/ReadVariableOp/resource" -> "3207 NASNet/separable_conv_2_normal_left5_7/ReadVariableOp"; +"3207 NASNet/separable_conv_2_normal_left5_7/ReadVariableOp" -> "3208 NASNet/separable_conv_2_normal_left5_7/mul"; +"3208 NASNet/separable_conv_2_normal_left5_7/mul" -> "3218 NASNet/separable_conv_2_normal_left5_7/separable_conv2d/depthwise"; +"3209 NASNet/separable_conv_2_normal_left5_7/Sigmoid_1/ReadVariableOp/resource" -> "3210 NASNet/separable_conv_2_normal_left5_7/Sigmoid_1/ReadVariableOp"; +"3210 NASNet/separable_conv_2_normal_left5_7/Sigmoid_1/ReadVariableOp" -> "3211 NASNet/separable_conv_2_normal_left5_7/Sigmoid_1"; +"3211 NASNet/separable_conv_2_normal_left5_7/Sigmoid_1" -> "3212 NASNet/separable_conv_2_normal_left5_7/Round_1"; +"3212 NASNet/separable_conv_2_normal_left5_7/Round_1" -> "3215 NASNet/separable_conv_2_normal_left5_7/mul_1"; +"3213 NASNet/separable_conv_2_normal_left5_7/ReadVariableOp_1/resource" -> "3214 NASNet/separable_conv_2_normal_left5_7/ReadVariableOp_1"; +"3214 NASNet/separable_conv_2_normal_left5_7/ReadVariableOp_1" -> "3215 NASNet/separable_conv_2_normal_left5_7/mul_1"; +"3215 NASNet/separable_conv_2_normal_left5_7/mul_1" -> "3219 NASNet/separable_conv_2_normal_left5_7/separable_conv2d"; +"3218 NASNet/separable_conv_2_normal_left5_7/separable_conv2d/depthwise" -> "3219 NASNet/separable_conv_2_normal_left5_7/separable_conv2d"; +"3219 NASNet/separable_conv_2_normal_left5_7/separable_conv2d" -> "3300 NASNet/separable_conv_2_bn_normal_left5_7/FusedBatchNormV3"; +"3220 NASNet/separable_conv_2_normal_right2_7/Sigmoid/ReadVariableOp/resource" -> "3221 NASNet/separable_conv_2_normal_right2_7/Sigmoid/ReadVariableOp"; +"3221 NASNet/separable_conv_2_normal_right2_7/Sigmoid/ReadVariableOp" -> "3222 NASNet/separable_conv_2_normal_right2_7/Sigmoid"; +"3222 NASNet/separable_conv_2_normal_right2_7/Sigmoid" -> "3223 NASNet/separable_conv_2_normal_right2_7/Round"; +"3223 NASNet/separable_conv_2_normal_right2_7/Round" -> "3226 NASNet/separable_conv_2_normal_right2_7/mul"; +"3224 NASNet/separable_conv_2_normal_right2_7/ReadVariableOp/resource" -> "3225 NASNet/separable_conv_2_normal_right2_7/ReadVariableOp"; +"3225 NASNet/separable_conv_2_normal_right2_7/ReadVariableOp" -> "3226 NASNet/separable_conv_2_normal_right2_7/mul"; +"3226 NASNet/separable_conv_2_normal_right2_7/mul" -> "3236 NASNet/separable_conv_2_normal_right2_7/separable_conv2d/depthwise"; +"3227 NASNet/separable_conv_2_normal_right2_7/Sigmoid_1/ReadVariableOp/resource" -> "3228 NASNet/separable_conv_2_normal_right2_7/Sigmoid_1/ReadVariableOp"; +"3228 NASNet/separable_conv_2_normal_right2_7/Sigmoid_1/ReadVariableOp" -> "3229 NASNet/separable_conv_2_normal_right2_7/Sigmoid_1"; +"3229 NASNet/separable_conv_2_normal_right2_7/Sigmoid_1" -> "3230 NASNet/separable_conv_2_normal_right2_7/Round_1"; +"3230 NASNet/separable_conv_2_normal_right2_7/Round_1" -> "3233 NASNet/separable_conv_2_normal_right2_7/mul_1"; +"3231 NASNet/separable_conv_2_normal_right2_7/ReadVariableOp_1/resource" -> "3232 NASNet/separable_conv_2_normal_right2_7/ReadVariableOp_1"; +"3232 NASNet/separable_conv_2_normal_right2_7/ReadVariableOp_1" -> "3233 NASNet/separable_conv_2_normal_right2_7/mul_1"; +"3233 NASNet/separable_conv_2_normal_right2_7/mul_1" -> "3237 NASNet/separable_conv_2_normal_right2_7/separable_conv2d"; +"3236 NASNet/separable_conv_2_normal_right2_7/separable_conv2d/depthwise" -> "3237 NASNet/separable_conv_2_normal_right2_7/separable_conv2d"; +"3237 NASNet/separable_conv_2_normal_right2_7/separable_conv2d" -> "3321 NASNet/separable_conv_2_bn_normal_right2_7/FusedBatchNormV3"; +"3238 NASNet/separable_conv_2_normal_left2_7/Sigmoid/ReadVariableOp/resource" -> "3239 NASNet/separable_conv_2_normal_left2_7/Sigmoid/ReadVariableOp"; +"3239 NASNet/separable_conv_2_normal_left2_7/Sigmoid/ReadVariableOp" -> "3240 NASNet/separable_conv_2_normal_left2_7/Sigmoid"; +"3240 NASNet/separable_conv_2_normal_left2_7/Sigmoid" -> "3241 NASNet/separable_conv_2_normal_left2_7/Round"; +"3241 NASNet/separable_conv_2_normal_left2_7/Round" -> "3244 NASNet/separable_conv_2_normal_left2_7/mul"; +"3242 NASNet/separable_conv_2_normal_left2_7/ReadVariableOp/resource" -> "3243 NASNet/separable_conv_2_normal_left2_7/ReadVariableOp"; +"3243 NASNet/separable_conv_2_normal_left2_7/ReadVariableOp" -> "3244 NASNet/separable_conv_2_normal_left2_7/mul"; +"3244 NASNet/separable_conv_2_normal_left2_7/mul" -> "3254 NASNet/separable_conv_2_normal_left2_7/separable_conv2d/depthwise"; +"3245 NASNet/separable_conv_2_normal_left2_7/Sigmoid_1/ReadVariableOp/resource" -> "3246 NASNet/separable_conv_2_normal_left2_7/Sigmoid_1/ReadVariableOp"; +"3246 NASNet/separable_conv_2_normal_left2_7/Sigmoid_1/ReadVariableOp" -> "3247 NASNet/separable_conv_2_normal_left2_7/Sigmoid_1"; +"3247 NASNet/separable_conv_2_normal_left2_7/Sigmoid_1" -> "3248 NASNet/separable_conv_2_normal_left2_7/Round_1"; +"3248 NASNet/separable_conv_2_normal_left2_7/Round_1" -> "3251 NASNet/separable_conv_2_normal_left2_7/mul_1"; +"3249 NASNet/separable_conv_2_normal_left2_7/ReadVariableOp_1/resource" -> "3250 NASNet/separable_conv_2_normal_left2_7/ReadVariableOp_1"; +"3250 NASNet/separable_conv_2_normal_left2_7/ReadVariableOp_1" -> "3251 NASNet/separable_conv_2_normal_left2_7/mul_1"; +"3251 NASNet/separable_conv_2_normal_left2_7/mul_1" -> "3255 NASNet/separable_conv_2_normal_left2_7/separable_conv2d"; +"3254 NASNet/separable_conv_2_normal_left2_7/separable_conv2d/depthwise" -> "3255 NASNet/separable_conv_2_normal_left2_7/separable_conv2d"; +"3255 NASNet/separable_conv_2_normal_left2_7/separable_conv2d" -> "3312 NASNet/separable_conv_2_bn_normal_left2_7/FusedBatchNormV3"; +"3256 NASNet/separable_conv_2_normal_right1_7/Sigmoid/ReadVariableOp/resource" -> "3257 NASNet/separable_conv_2_normal_right1_7/Sigmoid/ReadVariableOp"; +"3257 NASNet/separable_conv_2_normal_right1_7/Sigmoid/ReadVariableOp" -> "3258 NASNet/separable_conv_2_normal_right1_7/Sigmoid"; +"3258 NASNet/separable_conv_2_normal_right1_7/Sigmoid" -> "3259 NASNet/separable_conv_2_normal_right1_7/Round"; +"3259 NASNet/separable_conv_2_normal_right1_7/Round" -> "3262 NASNet/separable_conv_2_normal_right1_7/mul"; +"3260 NASNet/separable_conv_2_normal_right1_7/ReadVariableOp/resource" -> "3261 NASNet/separable_conv_2_normal_right1_7/ReadVariableOp"; +"3261 NASNet/separable_conv_2_normal_right1_7/ReadVariableOp" -> "3262 NASNet/separable_conv_2_normal_right1_7/mul"; +"3262 NASNet/separable_conv_2_normal_right1_7/mul" -> "3272 NASNet/separable_conv_2_normal_right1_7/separable_conv2d/depthwise"; +"3263 NASNet/separable_conv_2_normal_right1_7/Sigmoid_1/ReadVariableOp/resource" -> "3264 NASNet/separable_conv_2_normal_right1_7/Sigmoid_1/ReadVariableOp"; +"3264 NASNet/separable_conv_2_normal_right1_7/Sigmoid_1/ReadVariableOp" -> "3265 NASNet/separable_conv_2_normal_right1_7/Sigmoid_1"; +"3265 NASNet/separable_conv_2_normal_right1_7/Sigmoid_1" -> "3266 NASNet/separable_conv_2_normal_right1_7/Round_1"; +"3266 NASNet/separable_conv_2_normal_right1_7/Round_1" -> "3269 NASNet/separable_conv_2_normal_right1_7/mul_1"; +"3267 NASNet/separable_conv_2_normal_right1_7/ReadVariableOp_1/resource" -> "3268 NASNet/separable_conv_2_normal_right1_7/ReadVariableOp_1"; +"3268 NASNet/separable_conv_2_normal_right1_7/ReadVariableOp_1" -> "3269 NASNet/separable_conv_2_normal_right1_7/mul_1"; +"3269 NASNet/separable_conv_2_normal_right1_7/mul_1" -> "3273 NASNet/separable_conv_2_normal_right1_7/separable_conv2d"; +"3272 NASNet/separable_conv_2_normal_right1_7/separable_conv2d/depthwise" -> "3273 NASNet/separable_conv_2_normal_right1_7/separable_conv2d"; +"3273 NASNet/separable_conv_2_normal_right1_7/separable_conv2d" -> "3339 NASNet/separable_conv_2_bn_normal_right1_7/FusedBatchNormV3"; +"3274 NASNet/separable_conv_2_normal_left1_7/Sigmoid/ReadVariableOp/resource" -> "3275 NASNet/separable_conv_2_normal_left1_7/Sigmoid/ReadVariableOp"; +"3275 NASNet/separable_conv_2_normal_left1_7/Sigmoid/ReadVariableOp" -> "3276 NASNet/separable_conv_2_normal_left1_7/Sigmoid"; +"3276 NASNet/separable_conv_2_normal_left1_7/Sigmoid" -> "3277 NASNet/separable_conv_2_normal_left1_7/Round"; +"3277 NASNet/separable_conv_2_normal_left1_7/Round" -> "3280 NASNet/separable_conv_2_normal_left1_7/mul"; +"3278 NASNet/separable_conv_2_normal_left1_7/ReadVariableOp/resource" -> "3279 NASNet/separable_conv_2_normal_left1_7/ReadVariableOp"; +"3279 NASNet/separable_conv_2_normal_left1_7/ReadVariableOp" -> "3280 NASNet/separable_conv_2_normal_left1_7/mul"; +"3280 NASNet/separable_conv_2_normal_left1_7/mul" -> "3290 NASNet/separable_conv_2_normal_left1_7/separable_conv2d/depthwise"; +"3281 NASNet/separable_conv_2_normal_left1_7/Sigmoid_1/ReadVariableOp/resource" -> "3282 NASNet/separable_conv_2_normal_left1_7/Sigmoid_1/ReadVariableOp"; +"3282 NASNet/separable_conv_2_normal_left1_7/Sigmoid_1/ReadVariableOp" -> "3283 NASNet/separable_conv_2_normal_left1_7/Sigmoid_1"; +"3283 NASNet/separable_conv_2_normal_left1_7/Sigmoid_1" -> "3284 NASNet/separable_conv_2_normal_left1_7/Round_1"; +"3284 NASNet/separable_conv_2_normal_left1_7/Round_1" -> "3287 NASNet/separable_conv_2_normal_left1_7/mul_1"; +"3285 NASNet/separable_conv_2_normal_left1_7/ReadVariableOp_1/resource" -> "3286 NASNet/separable_conv_2_normal_left1_7/ReadVariableOp_1"; +"3286 NASNet/separable_conv_2_normal_left1_7/ReadVariableOp_1" -> "3287 NASNet/separable_conv_2_normal_left1_7/mul_1"; +"3287 NASNet/separable_conv_2_normal_left1_7/mul_1" -> "3291 NASNet/separable_conv_2_normal_left1_7/separable_conv2d"; +"3290 NASNet/separable_conv_2_normal_left1_7/separable_conv2d/depthwise" -> "3291 NASNet/separable_conv_2_normal_left1_7/separable_conv2d"; +"3291 NASNet/separable_conv_2_normal_left1_7/separable_conv2d" -> "3330 NASNet/separable_conv_2_bn_normal_left1_7/FusedBatchNormV3"; +"3292 NASNet/separable_conv_2_bn_normal_left5_7/ReadVariableOp/resource" -> "3293 NASNet/separable_conv_2_bn_normal_left5_7/ReadVariableOp"; +"3293 NASNet/separable_conv_2_bn_normal_left5_7/ReadVariableOp" -> "3300 NASNet/separable_conv_2_bn_normal_left5_7/FusedBatchNormV3"; +"3294 NASNet/separable_conv_2_bn_normal_left5_7/ReadVariableOp_1/resource" -> "3295 NASNet/separable_conv_2_bn_normal_left5_7/ReadVariableOp_1"; +"3295 NASNet/separable_conv_2_bn_normal_left5_7/ReadVariableOp_1" -> "3300 NASNet/separable_conv_2_bn_normal_left5_7/FusedBatchNormV3"; +"3296 NASNet/separable_conv_2_bn_normal_left5_7/FusedBatchNormV3/ReadVariableOp/resource" -> "3297 NASNet/separable_conv_2_bn_normal_left5_7/FusedBatchNormV3/ReadVariableOp"; +"3297 NASNet/separable_conv_2_bn_normal_left5_7/FusedBatchNormV3/ReadVariableOp" -> "3300 NASNet/separable_conv_2_bn_normal_left5_7/FusedBatchNormV3"; +"3298 NASNet/separable_conv_2_bn_normal_left5_7/FusedBatchNormV3/ReadVariableOp_1/resource" -> "3299 NASNet/separable_conv_2_bn_normal_left5_7/FusedBatchNormV3/ReadVariableOp_1"; +"3299 NASNet/separable_conv_2_bn_normal_left5_7/FusedBatchNormV3/ReadVariableOp_1" -> "3300 NASNet/separable_conv_2_bn_normal_left5_7/FusedBatchNormV3"; +"3300 NASNet/separable_conv_2_bn_normal_left5_7/FusedBatchNormV3" -> "3344 NASNet/normal_add_5_7/add"; +"3301 NASNet/normal_left4_7/AvgPool" -> "3343 NASNet/normal_add_4_7/add"; +"3302 NASNet/normal_right4_7/AvgPool" -> "3343 NASNet/normal_add_4_7/add"; +"3303 NASNet/normal_left3_7/AvgPool" -> "3342 NASNet/normal_add_3_7/add"; +"3304 NASNet/separable_conv_2_bn_normal_left2_7/ReadVariableOp/resource" -> "3305 NASNet/separable_conv_2_bn_normal_left2_7/ReadVariableOp"; +"3305 NASNet/separable_conv_2_bn_normal_left2_7/ReadVariableOp" -> "3312 NASNet/separable_conv_2_bn_normal_left2_7/FusedBatchNormV3"; +"3306 NASNet/separable_conv_2_bn_normal_left2_7/ReadVariableOp_1/resource" -> "3307 NASNet/separable_conv_2_bn_normal_left2_7/ReadVariableOp_1"; +"3307 NASNet/separable_conv_2_bn_normal_left2_7/ReadVariableOp_1" -> "3312 NASNet/separable_conv_2_bn_normal_left2_7/FusedBatchNormV3"; +"3308 NASNet/separable_conv_2_bn_normal_left2_7/FusedBatchNormV3/ReadVariableOp/resource" -> "3309 NASNet/separable_conv_2_bn_normal_left2_7/FusedBatchNormV3/ReadVariableOp"; +"3309 NASNet/separable_conv_2_bn_normal_left2_7/FusedBatchNormV3/ReadVariableOp" -> "3312 NASNet/separable_conv_2_bn_normal_left2_7/FusedBatchNormV3"; +"3310 NASNet/separable_conv_2_bn_normal_left2_7/FusedBatchNormV3/ReadVariableOp_1/resource" -> "3311 NASNet/separable_conv_2_bn_normal_left2_7/FusedBatchNormV3/ReadVariableOp_1"; +"3311 NASNet/separable_conv_2_bn_normal_left2_7/FusedBatchNormV3/ReadVariableOp_1" -> "3312 NASNet/separable_conv_2_bn_normal_left2_7/FusedBatchNormV3"; +"3312 NASNet/separable_conv_2_bn_normal_left2_7/FusedBatchNormV3" -> "3341 NASNet/normal_add_2_7/add"; +"3313 NASNet/separable_conv_2_bn_normal_right2_7/ReadVariableOp/resource" -> "3314 NASNet/separable_conv_2_bn_normal_right2_7/ReadVariableOp"; +"3314 NASNet/separable_conv_2_bn_normal_right2_7/ReadVariableOp" -> "3321 NASNet/separable_conv_2_bn_normal_right2_7/FusedBatchNormV3"; +"3315 NASNet/separable_conv_2_bn_normal_right2_7/ReadVariableOp_1/resource" -> "3316 NASNet/separable_conv_2_bn_normal_right2_7/ReadVariableOp_1"; +"3316 NASNet/separable_conv_2_bn_normal_right2_7/ReadVariableOp_1" -> "3321 NASNet/separable_conv_2_bn_normal_right2_7/FusedBatchNormV3"; +"3317 NASNet/separable_conv_2_bn_normal_right2_7/FusedBatchNormV3/ReadVariableOp/resource" -> "3318 NASNet/separable_conv_2_bn_normal_right2_7/FusedBatchNormV3/ReadVariableOp"; +"3318 NASNet/separable_conv_2_bn_normal_right2_7/FusedBatchNormV3/ReadVariableOp" -> "3321 NASNet/separable_conv_2_bn_normal_right2_7/FusedBatchNormV3"; +"3319 NASNet/separable_conv_2_bn_normal_right2_7/FusedBatchNormV3/ReadVariableOp_1/resource" -> "3320 NASNet/separable_conv_2_bn_normal_right2_7/FusedBatchNormV3/ReadVariableOp_1"; +"3320 NASNet/separable_conv_2_bn_normal_right2_7/FusedBatchNormV3/ReadVariableOp_1" -> "3321 NASNet/separable_conv_2_bn_normal_right2_7/FusedBatchNormV3"; +"3321 NASNet/separable_conv_2_bn_normal_right2_7/FusedBatchNormV3" -> "3341 NASNet/normal_add_2_7/add"; +"3322 NASNet/separable_conv_2_bn_normal_left1_7/ReadVariableOp/resource" -> "3323 NASNet/separable_conv_2_bn_normal_left1_7/ReadVariableOp"; +"3323 NASNet/separable_conv_2_bn_normal_left1_7/ReadVariableOp" -> "3330 NASNet/separable_conv_2_bn_normal_left1_7/FusedBatchNormV3"; +"3324 NASNet/separable_conv_2_bn_normal_left1_7/ReadVariableOp_1/resource" -> "3325 NASNet/separable_conv_2_bn_normal_left1_7/ReadVariableOp_1"; +"3325 NASNet/separable_conv_2_bn_normal_left1_7/ReadVariableOp_1" -> "3330 NASNet/separable_conv_2_bn_normal_left1_7/FusedBatchNormV3"; +"3326 NASNet/separable_conv_2_bn_normal_left1_7/FusedBatchNormV3/ReadVariableOp/resource" -> "3327 NASNet/separable_conv_2_bn_normal_left1_7/FusedBatchNormV3/ReadVariableOp"; +"3327 NASNet/separable_conv_2_bn_normal_left1_7/FusedBatchNormV3/ReadVariableOp" -> "3330 NASNet/separable_conv_2_bn_normal_left1_7/FusedBatchNormV3"; +"3328 NASNet/separable_conv_2_bn_normal_left1_7/FusedBatchNormV3/ReadVariableOp_1/resource" -> "3329 NASNet/separable_conv_2_bn_normal_left1_7/FusedBatchNormV3/ReadVariableOp_1"; +"3329 NASNet/separable_conv_2_bn_normal_left1_7/FusedBatchNormV3/ReadVariableOp_1" -> "3330 NASNet/separable_conv_2_bn_normal_left1_7/FusedBatchNormV3"; +"3330 NASNet/separable_conv_2_bn_normal_left1_7/FusedBatchNormV3" -> "3340 NASNet/normal_add_1_7/add"; +"3331 NASNet/separable_conv_2_bn_normal_right1_7/ReadVariableOp/resource" -> "3332 NASNet/separable_conv_2_bn_normal_right1_7/ReadVariableOp"; +"3332 NASNet/separable_conv_2_bn_normal_right1_7/ReadVariableOp" -> "3339 NASNet/separable_conv_2_bn_normal_right1_7/FusedBatchNormV3"; +"3333 NASNet/separable_conv_2_bn_normal_right1_7/ReadVariableOp_1/resource" -> "3334 NASNet/separable_conv_2_bn_normal_right1_7/ReadVariableOp_1"; +"3334 NASNet/separable_conv_2_bn_normal_right1_7/ReadVariableOp_1" -> "3339 NASNet/separable_conv_2_bn_normal_right1_7/FusedBatchNormV3"; +"3335 NASNet/separable_conv_2_bn_normal_right1_7/FusedBatchNormV3/ReadVariableOp/resource" -> "3336 NASNet/separable_conv_2_bn_normal_right1_7/FusedBatchNormV3/ReadVariableOp"; +"3336 NASNet/separable_conv_2_bn_normal_right1_7/FusedBatchNormV3/ReadVariableOp" -> "3339 NASNet/separable_conv_2_bn_normal_right1_7/FusedBatchNormV3"; +"3337 NASNet/separable_conv_2_bn_normal_right1_7/FusedBatchNormV3/ReadVariableOp_1/resource" -> "3338 NASNet/separable_conv_2_bn_normal_right1_7/FusedBatchNormV3/ReadVariableOp_1"; +"3338 NASNet/separable_conv_2_bn_normal_right1_7/FusedBatchNormV3/ReadVariableOp_1" -> "3339 NASNet/separable_conv_2_bn_normal_right1_7/FusedBatchNormV3"; +"3339 NASNet/separable_conv_2_bn_normal_right1_7/FusedBatchNormV3" -> "3340 NASNet/normal_add_1_7/add"; +"3340 NASNet/normal_add_1_7/add" -> "3346 NASNet/normal_concat_7/concat"; +"3341 NASNet/normal_add_2_7/add" -> "3346 NASNet/normal_concat_7/concat"; +"3342 NASNet/normal_add_3_7/add" -> "3346 NASNet/normal_concat_7/concat"; +"3343 NASNet/normal_add_4_7/add" -> "3346 NASNet/normal_concat_7/concat"; +"3344 NASNet/normal_add_5_7/add" -> "3346 NASNet/normal_concat_7/concat"; +"3345 NASNet/normal_concat_7/concat/axis" -> "3346 NASNet/normal_concat_7/concat"; +"3346 NASNet/normal_concat_7/concat" -> "3347 NASNet/activation_117/Relu"; +"3346 NASNet/normal_concat_7/concat" -> "3673 NASNet/activation_128/Relu"; +"3347 NASNet/activation_117/Relu" -> "3356 NASNet/normal_conv_1_8/Conv2D"; +"3348 NASNet/activation_116/Relu" -> "3364 NASNet/adjust_conv_projection_8/Conv2D"; +"3349 NASNet/normal_conv_1_8/Sigmoid/ReadVariableOp/resource" -> "3350 NASNet/normal_conv_1_8/Sigmoid/ReadVariableOp"; +"3350 NASNet/normal_conv_1_8/Sigmoid/ReadVariableOp" -> "3351 NASNet/normal_conv_1_8/Sigmoid"; +"3351 NASNet/normal_conv_1_8/Sigmoid" -> "3352 NASNet/normal_conv_1_8/Round"; +"3352 NASNet/normal_conv_1_8/Round" -> "3355 NASNet/normal_conv_1_8/mul"; +"3353 NASNet/normal_conv_1_8/ReadVariableOp/resource" -> "3354 NASNet/normal_conv_1_8/ReadVariableOp"; +"3354 NASNet/normal_conv_1_8/ReadVariableOp" -> "3355 NASNet/normal_conv_1_8/mul"; +"3355 NASNet/normal_conv_1_8/mul" -> "3356 NASNet/normal_conv_1_8/Conv2D"; +"3356 NASNet/normal_conv_1_8/Conv2D" -> "3382 NASNet/normal_bn_1_8/FusedBatchNormV3"; +"3357 NASNet/adjust_conv_projection_8/Sigmoid/ReadVariableOp/resource" -> "3358 NASNet/adjust_conv_projection_8/Sigmoid/ReadVariableOp"; +"3358 NASNet/adjust_conv_projection_8/Sigmoid/ReadVariableOp" -> "3359 NASNet/adjust_conv_projection_8/Sigmoid"; +"3359 NASNet/adjust_conv_projection_8/Sigmoid" -> "3360 NASNet/adjust_conv_projection_8/Round"; +"3360 NASNet/adjust_conv_projection_8/Round" -> "3363 NASNet/adjust_conv_projection_8/mul"; +"3361 NASNet/adjust_conv_projection_8/ReadVariableOp/resource" -> "3362 NASNet/adjust_conv_projection_8/ReadVariableOp"; +"3362 NASNet/adjust_conv_projection_8/ReadVariableOp" -> "3363 NASNet/adjust_conv_projection_8/mul"; +"3363 NASNet/adjust_conv_projection_8/mul" -> "3364 NASNet/adjust_conv_projection_8/Conv2D"; +"3364 NASNet/adjust_conv_projection_8/Conv2D" -> "3373 NASNet/adjust_bn_8/FusedBatchNormV3"; +"3365 NASNet/adjust_bn_8/ReadVariableOp/resource" -> "3366 NASNet/adjust_bn_8/ReadVariableOp"; +"3366 NASNet/adjust_bn_8/ReadVariableOp" -> "3373 NASNet/adjust_bn_8/FusedBatchNormV3"; +"3367 NASNet/adjust_bn_8/ReadVariableOp_1/resource" -> "3368 NASNet/adjust_bn_8/ReadVariableOp_1"; +"3368 NASNet/adjust_bn_8/ReadVariableOp_1" -> "3373 NASNet/adjust_bn_8/FusedBatchNormV3"; +"3369 NASNet/adjust_bn_8/FusedBatchNormV3/ReadVariableOp/resource" -> "3370 NASNet/adjust_bn_8/FusedBatchNormV3/ReadVariableOp"; +"3370 NASNet/adjust_bn_8/FusedBatchNormV3/ReadVariableOp" -> "3373 NASNet/adjust_bn_8/FusedBatchNormV3"; +"3371 NASNet/adjust_bn_8/FusedBatchNormV3/ReadVariableOp_1/resource" -> "3372 NASNet/adjust_bn_8/FusedBatchNormV3/ReadVariableOp_1"; +"3372 NASNet/adjust_bn_8/FusedBatchNormV3/ReadVariableOp_1" -> "3373 NASNet/adjust_bn_8/FusedBatchNormV3"; +"3373 NASNet/adjust_bn_8/FusedBatchNormV3" -> "3384 NASNet/activation_124/Relu"; +"3373 NASNet/adjust_bn_8/FusedBatchNormV3" -> "3385 NASNet/activation_122/Relu"; +"3373 NASNet/adjust_bn_8/FusedBatchNormV3" -> "3386 NASNet/activation_120/Relu"; +"3373 NASNet/adjust_bn_8/FusedBatchNormV3" -> "3627 NASNet/normal_left4_8/AvgPool"; +"3373 NASNet/adjust_bn_8/FusedBatchNormV3" -> "3628 NASNet/normal_right4_8/AvgPool"; +"3373 NASNet/adjust_bn_8/FusedBatchNormV3" -> "3668 NASNet/normal_add_3_8/add"; +"3373 NASNet/adjust_bn_8/FusedBatchNormV3" -> "3672 NASNet/normal_concat_8/concat"; +"3374 NASNet/normal_bn_1_8/ReadVariableOp/resource" -> "3375 NASNet/normal_bn_1_8/ReadVariableOp"; +"3375 NASNet/normal_bn_1_8/ReadVariableOp" -> "3382 NASNet/normal_bn_1_8/FusedBatchNormV3"; +"3376 NASNet/normal_bn_1_8/ReadVariableOp_1/resource" -> "3377 NASNet/normal_bn_1_8/ReadVariableOp_1"; +"3377 NASNet/normal_bn_1_8/ReadVariableOp_1" -> "3382 NASNet/normal_bn_1_8/FusedBatchNormV3"; +"3378 NASNet/normal_bn_1_8/FusedBatchNormV3/ReadVariableOp/resource" -> "3379 NASNet/normal_bn_1_8/FusedBatchNormV3/ReadVariableOp"; +"3379 NASNet/normal_bn_1_8/FusedBatchNormV3/ReadVariableOp" -> "3382 NASNet/normal_bn_1_8/FusedBatchNormV3"; +"3380 NASNet/normal_bn_1_8/FusedBatchNormV3/ReadVariableOp_1/resource" -> "3381 NASNet/normal_bn_1_8/FusedBatchNormV3/ReadVariableOp_1"; +"3381 NASNet/normal_bn_1_8/FusedBatchNormV3/ReadVariableOp_1" -> "3382 NASNet/normal_bn_1_8/FusedBatchNormV3"; +"3382 NASNet/normal_bn_1_8/FusedBatchNormV3" -> "3383 NASNet/activation_126/Relu"; +"3382 NASNet/normal_bn_1_8/FusedBatchNormV3" -> "3387 NASNet/activation_118/Relu"; +"3382 NASNet/normal_bn_1_8/FusedBatchNormV3" -> "3629 NASNet/normal_left3_8/AvgPool"; +"3382 NASNet/normal_bn_1_8/FusedBatchNormV3" -> "3670 NASNet/normal_add_5_8/add"; +"3383 NASNet/activation_126/Relu" -> "3404 NASNet/separable_conv_1_normal_left5_8/separable_conv2d/depthwise"; +"3384 NASNet/activation_124/Relu" -> "3422 NASNet/separable_conv_1_normal_right2_8/separable_conv2d/depthwise"; +"3385 NASNet/activation_122/Relu" -> "3440 NASNet/separable_conv_1_normal_left2_8/separable_conv2d/depthwise"; +"3386 NASNet/activation_120/Relu" -> "3458 NASNet/separable_conv_1_normal_right1_8/separable_conv2d/depthwise"; +"3387 NASNet/activation_118/Relu" -> "3476 NASNet/separable_conv_1_normal_left1_8/separable_conv2d/depthwise"; +"3388 NASNet/separable_conv_1_normal_left5_8/Sigmoid/ReadVariableOp/resource" -> "3389 NASNet/separable_conv_1_normal_left5_8/Sigmoid/ReadVariableOp"; +"3389 NASNet/separable_conv_1_normal_left5_8/Sigmoid/ReadVariableOp" -> "3390 NASNet/separable_conv_1_normal_left5_8/Sigmoid"; +"3390 NASNet/separable_conv_1_normal_left5_8/Sigmoid" -> "3391 NASNet/separable_conv_1_normal_left5_8/Round"; +"3391 NASNet/separable_conv_1_normal_left5_8/Round" -> "3394 NASNet/separable_conv_1_normal_left5_8/mul"; +"3392 NASNet/separable_conv_1_normal_left5_8/ReadVariableOp/resource" -> "3393 NASNet/separable_conv_1_normal_left5_8/ReadVariableOp"; +"3393 NASNet/separable_conv_1_normal_left5_8/ReadVariableOp" -> "3394 NASNet/separable_conv_1_normal_left5_8/mul"; +"3394 NASNet/separable_conv_1_normal_left5_8/mul" -> "3404 NASNet/separable_conv_1_normal_left5_8/separable_conv2d/depthwise"; +"3395 NASNet/separable_conv_1_normal_left5_8/Sigmoid_1/ReadVariableOp/resource" -> "3396 NASNet/separable_conv_1_normal_left5_8/Sigmoid_1/ReadVariableOp"; +"3396 NASNet/separable_conv_1_normal_left5_8/Sigmoid_1/ReadVariableOp" -> "3397 NASNet/separable_conv_1_normal_left5_8/Sigmoid_1"; +"3397 NASNet/separable_conv_1_normal_left5_8/Sigmoid_1" -> "3398 NASNet/separable_conv_1_normal_left5_8/Round_1"; +"3398 NASNet/separable_conv_1_normal_left5_8/Round_1" -> "3401 NASNet/separable_conv_1_normal_left5_8/mul_1"; +"3399 NASNet/separable_conv_1_normal_left5_8/ReadVariableOp_1/resource" -> "3400 NASNet/separable_conv_1_normal_left5_8/ReadVariableOp_1"; +"3400 NASNet/separable_conv_1_normal_left5_8/ReadVariableOp_1" -> "3401 NASNet/separable_conv_1_normal_left5_8/mul_1"; +"3401 NASNet/separable_conv_1_normal_left5_8/mul_1" -> "3405 NASNet/separable_conv_1_normal_left5_8/separable_conv2d"; +"3404 NASNet/separable_conv_1_normal_left5_8/separable_conv2d/depthwise" -> "3405 NASNet/separable_conv_1_normal_left5_8/separable_conv2d"; +"3405 NASNet/separable_conv_1_normal_left5_8/separable_conv2d" -> "3486 NASNet/separable_conv_1_bn_normal_left5_8/FusedBatchNormV3"; +"3406 NASNet/separable_conv_1_normal_right2_8/Sigmoid/ReadVariableOp/resource" -> "3407 NASNet/separable_conv_1_normal_right2_8/Sigmoid/ReadVariableOp"; +"3407 NASNet/separable_conv_1_normal_right2_8/Sigmoid/ReadVariableOp" -> "3408 NASNet/separable_conv_1_normal_right2_8/Sigmoid"; +"3408 NASNet/separable_conv_1_normal_right2_8/Sigmoid" -> "3409 NASNet/separable_conv_1_normal_right2_8/Round"; +"3409 NASNet/separable_conv_1_normal_right2_8/Round" -> "3412 NASNet/separable_conv_1_normal_right2_8/mul"; +"3410 NASNet/separable_conv_1_normal_right2_8/ReadVariableOp/resource" -> "3411 NASNet/separable_conv_1_normal_right2_8/ReadVariableOp"; +"3411 NASNet/separable_conv_1_normal_right2_8/ReadVariableOp" -> "3412 NASNet/separable_conv_1_normal_right2_8/mul"; +"3412 NASNet/separable_conv_1_normal_right2_8/mul" -> "3422 NASNet/separable_conv_1_normal_right2_8/separable_conv2d/depthwise"; +"3413 NASNet/separable_conv_1_normal_right2_8/Sigmoid_1/ReadVariableOp/resource" -> "3414 NASNet/separable_conv_1_normal_right2_8/Sigmoid_1/ReadVariableOp"; +"3414 NASNet/separable_conv_1_normal_right2_8/Sigmoid_1/ReadVariableOp" -> "3415 NASNet/separable_conv_1_normal_right2_8/Sigmoid_1"; +"3415 NASNet/separable_conv_1_normal_right2_8/Sigmoid_1" -> "3416 NASNet/separable_conv_1_normal_right2_8/Round_1"; +"3416 NASNet/separable_conv_1_normal_right2_8/Round_1" -> "3419 NASNet/separable_conv_1_normal_right2_8/mul_1"; +"3417 NASNet/separable_conv_1_normal_right2_8/ReadVariableOp_1/resource" -> "3418 NASNet/separable_conv_1_normal_right2_8/ReadVariableOp_1"; +"3418 NASNet/separable_conv_1_normal_right2_8/ReadVariableOp_1" -> "3419 NASNet/separable_conv_1_normal_right2_8/mul_1"; +"3419 NASNet/separable_conv_1_normal_right2_8/mul_1" -> "3423 NASNet/separable_conv_1_normal_right2_8/separable_conv2d"; +"3422 NASNet/separable_conv_1_normal_right2_8/separable_conv2d/depthwise" -> "3423 NASNet/separable_conv_1_normal_right2_8/separable_conv2d"; +"3423 NASNet/separable_conv_1_normal_right2_8/separable_conv2d" -> "3495 NASNet/separable_conv_1_bn_normal_right2_8/FusedBatchNormV3"; +"3424 NASNet/separable_conv_1_normal_left2_8/Sigmoid/ReadVariableOp/resource" -> "3425 NASNet/separable_conv_1_normal_left2_8/Sigmoid/ReadVariableOp"; +"3425 NASNet/separable_conv_1_normal_left2_8/Sigmoid/ReadVariableOp" -> "3426 NASNet/separable_conv_1_normal_left2_8/Sigmoid"; +"3426 NASNet/separable_conv_1_normal_left2_8/Sigmoid" -> "3427 NASNet/separable_conv_1_normal_left2_8/Round"; +"3427 NASNet/separable_conv_1_normal_left2_8/Round" -> "3430 NASNet/separable_conv_1_normal_left2_8/mul"; +"3428 NASNet/separable_conv_1_normal_left2_8/ReadVariableOp/resource" -> "3429 NASNet/separable_conv_1_normal_left2_8/ReadVariableOp"; +"3429 NASNet/separable_conv_1_normal_left2_8/ReadVariableOp" -> "3430 NASNet/separable_conv_1_normal_left2_8/mul"; +"3430 NASNet/separable_conv_1_normal_left2_8/mul" -> "3440 NASNet/separable_conv_1_normal_left2_8/separable_conv2d/depthwise"; +"3431 NASNet/separable_conv_1_normal_left2_8/Sigmoid_1/ReadVariableOp/resource" -> "3432 NASNet/separable_conv_1_normal_left2_8/Sigmoid_1/ReadVariableOp"; +"3432 NASNet/separable_conv_1_normal_left2_8/Sigmoid_1/ReadVariableOp" -> "3433 NASNet/separable_conv_1_normal_left2_8/Sigmoid_1"; +"3433 NASNet/separable_conv_1_normal_left2_8/Sigmoid_1" -> "3434 NASNet/separable_conv_1_normal_left2_8/Round_1"; +"3434 NASNet/separable_conv_1_normal_left2_8/Round_1" -> "3437 NASNet/separable_conv_1_normal_left2_8/mul_1"; +"3435 NASNet/separable_conv_1_normal_left2_8/ReadVariableOp_1/resource" -> "3436 NASNet/separable_conv_1_normal_left2_8/ReadVariableOp_1"; +"3436 NASNet/separable_conv_1_normal_left2_8/ReadVariableOp_1" -> "3437 NASNet/separable_conv_1_normal_left2_8/mul_1"; +"3437 NASNet/separable_conv_1_normal_left2_8/mul_1" -> "3441 NASNet/separable_conv_1_normal_left2_8/separable_conv2d"; +"3440 NASNet/separable_conv_1_normal_left2_8/separable_conv2d/depthwise" -> "3441 NASNet/separable_conv_1_normal_left2_8/separable_conv2d"; +"3441 NASNet/separable_conv_1_normal_left2_8/separable_conv2d" -> "3504 NASNet/separable_conv_1_bn_normal_left2_8/FusedBatchNormV3"; +"3442 NASNet/separable_conv_1_normal_right1_8/Sigmoid/ReadVariableOp/resource" -> "3443 NASNet/separable_conv_1_normal_right1_8/Sigmoid/ReadVariableOp"; +"3443 NASNet/separable_conv_1_normal_right1_8/Sigmoid/ReadVariableOp" -> "3444 NASNet/separable_conv_1_normal_right1_8/Sigmoid"; +"3444 NASNet/separable_conv_1_normal_right1_8/Sigmoid" -> "3445 NASNet/separable_conv_1_normal_right1_8/Round"; +"3445 NASNet/separable_conv_1_normal_right1_8/Round" -> "3448 NASNet/separable_conv_1_normal_right1_8/mul"; +"3446 NASNet/separable_conv_1_normal_right1_8/ReadVariableOp/resource" -> "3447 NASNet/separable_conv_1_normal_right1_8/ReadVariableOp"; +"3447 NASNet/separable_conv_1_normal_right1_8/ReadVariableOp" -> "3448 NASNet/separable_conv_1_normal_right1_8/mul"; +"3448 NASNet/separable_conv_1_normal_right1_8/mul" -> "3458 NASNet/separable_conv_1_normal_right1_8/separable_conv2d/depthwise"; +"3449 NASNet/separable_conv_1_normal_right1_8/Sigmoid_1/ReadVariableOp/resource" -> "3450 NASNet/separable_conv_1_normal_right1_8/Sigmoid_1/ReadVariableOp"; +"3450 NASNet/separable_conv_1_normal_right1_8/Sigmoid_1/ReadVariableOp" -> "3451 NASNet/separable_conv_1_normal_right1_8/Sigmoid_1"; +"3451 NASNet/separable_conv_1_normal_right1_8/Sigmoid_1" -> "3452 NASNet/separable_conv_1_normal_right1_8/Round_1"; +"3452 NASNet/separable_conv_1_normal_right1_8/Round_1" -> "3455 NASNet/separable_conv_1_normal_right1_8/mul_1"; +"3453 NASNet/separable_conv_1_normal_right1_8/ReadVariableOp_1/resource" -> "3454 NASNet/separable_conv_1_normal_right1_8/ReadVariableOp_1"; +"3454 NASNet/separable_conv_1_normal_right1_8/ReadVariableOp_1" -> "3455 NASNet/separable_conv_1_normal_right1_8/mul_1"; +"3455 NASNet/separable_conv_1_normal_right1_8/mul_1" -> "3459 NASNet/separable_conv_1_normal_right1_8/separable_conv2d"; +"3458 NASNet/separable_conv_1_normal_right1_8/separable_conv2d/depthwise" -> "3459 NASNet/separable_conv_1_normal_right1_8/separable_conv2d"; +"3459 NASNet/separable_conv_1_normal_right1_8/separable_conv2d" -> "3513 NASNet/separable_conv_1_bn_normal_right1_8/FusedBatchNormV3"; +"3460 NASNet/separable_conv_1_normal_left1_8/Sigmoid/ReadVariableOp/resource" -> "3461 NASNet/separable_conv_1_normal_left1_8/Sigmoid/ReadVariableOp"; +"3461 NASNet/separable_conv_1_normal_left1_8/Sigmoid/ReadVariableOp" -> "3462 NASNet/separable_conv_1_normal_left1_8/Sigmoid"; +"3462 NASNet/separable_conv_1_normal_left1_8/Sigmoid" -> "3463 NASNet/separable_conv_1_normal_left1_8/Round"; +"3463 NASNet/separable_conv_1_normal_left1_8/Round" -> "3466 NASNet/separable_conv_1_normal_left1_8/mul"; +"3464 NASNet/separable_conv_1_normal_left1_8/ReadVariableOp/resource" -> "3465 NASNet/separable_conv_1_normal_left1_8/ReadVariableOp"; +"3465 NASNet/separable_conv_1_normal_left1_8/ReadVariableOp" -> "3466 NASNet/separable_conv_1_normal_left1_8/mul"; +"3466 NASNet/separable_conv_1_normal_left1_8/mul" -> "3476 NASNet/separable_conv_1_normal_left1_8/separable_conv2d/depthwise"; +"3467 NASNet/separable_conv_1_normal_left1_8/Sigmoid_1/ReadVariableOp/resource" -> "3468 NASNet/separable_conv_1_normal_left1_8/Sigmoid_1/ReadVariableOp"; +"3468 NASNet/separable_conv_1_normal_left1_8/Sigmoid_1/ReadVariableOp" -> "3469 NASNet/separable_conv_1_normal_left1_8/Sigmoid_1"; +"3469 NASNet/separable_conv_1_normal_left1_8/Sigmoid_1" -> "3470 NASNet/separable_conv_1_normal_left1_8/Round_1"; +"3470 NASNet/separable_conv_1_normal_left1_8/Round_1" -> "3473 NASNet/separable_conv_1_normal_left1_8/mul_1"; +"3471 NASNet/separable_conv_1_normal_left1_8/ReadVariableOp_1/resource" -> "3472 NASNet/separable_conv_1_normal_left1_8/ReadVariableOp_1"; +"3472 NASNet/separable_conv_1_normal_left1_8/ReadVariableOp_1" -> "3473 NASNet/separable_conv_1_normal_left1_8/mul_1"; +"3473 NASNet/separable_conv_1_normal_left1_8/mul_1" -> "3477 NASNet/separable_conv_1_normal_left1_8/separable_conv2d"; +"3476 NASNet/separable_conv_1_normal_left1_8/separable_conv2d/depthwise" -> "3477 NASNet/separable_conv_1_normal_left1_8/separable_conv2d"; +"3477 NASNet/separable_conv_1_normal_left1_8/separable_conv2d" -> "3522 NASNet/separable_conv_1_bn_normal_left1_8/FusedBatchNormV3"; +"3478 NASNet/separable_conv_1_bn_normal_left5_8/ReadVariableOp/resource" -> "3479 NASNet/separable_conv_1_bn_normal_left5_8/ReadVariableOp"; +"3479 NASNet/separable_conv_1_bn_normal_left5_8/ReadVariableOp" -> "3486 NASNet/separable_conv_1_bn_normal_left5_8/FusedBatchNormV3"; +"3480 NASNet/separable_conv_1_bn_normal_left5_8/ReadVariableOp_1/resource" -> "3481 NASNet/separable_conv_1_bn_normal_left5_8/ReadVariableOp_1"; +"3481 NASNet/separable_conv_1_bn_normal_left5_8/ReadVariableOp_1" -> "3486 NASNet/separable_conv_1_bn_normal_left5_8/FusedBatchNormV3"; +"3482 NASNet/separable_conv_1_bn_normal_left5_8/FusedBatchNormV3/ReadVariableOp/resource" -> "3483 NASNet/separable_conv_1_bn_normal_left5_8/FusedBatchNormV3/ReadVariableOp"; +"3483 NASNet/separable_conv_1_bn_normal_left5_8/FusedBatchNormV3/ReadVariableOp" -> "3486 NASNet/separable_conv_1_bn_normal_left5_8/FusedBatchNormV3"; +"3484 NASNet/separable_conv_1_bn_normal_left5_8/FusedBatchNormV3/ReadVariableOp_1/resource" -> "3485 NASNet/separable_conv_1_bn_normal_left5_8/FusedBatchNormV3/ReadVariableOp_1"; +"3485 NASNet/separable_conv_1_bn_normal_left5_8/FusedBatchNormV3/ReadVariableOp_1" -> "3486 NASNet/separable_conv_1_bn_normal_left5_8/FusedBatchNormV3"; +"3486 NASNet/separable_conv_1_bn_normal_left5_8/FusedBatchNormV3" -> "3523 NASNet/activation_127/Relu"; +"3487 NASNet/separable_conv_1_bn_normal_right2_8/ReadVariableOp/resource" -> "3488 NASNet/separable_conv_1_bn_normal_right2_8/ReadVariableOp"; +"3488 NASNet/separable_conv_1_bn_normal_right2_8/ReadVariableOp" -> "3495 NASNet/separable_conv_1_bn_normal_right2_8/FusedBatchNormV3"; +"3489 NASNet/separable_conv_1_bn_normal_right2_8/ReadVariableOp_1/resource" -> "3490 NASNet/separable_conv_1_bn_normal_right2_8/ReadVariableOp_1"; +"3490 NASNet/separable_conv_1_bn_normal_right2_8/ReadVariableOp_1" -> "3495 NASNet/separable_conv_1_bn_normal_right2_8/FusedBatchNormV3"; +"3491 NASNet/separable_conv_1_bn_normal_right2_8/FusedBatchNormV3/ReadVariableOp/resource" -> "3492 NASNet/separable_conv_1_bn_normal_right2_8/FusedBatchNormV3/ReadVariableOp"; +"3492 NASNet/separable_conv_1_bn_normal_right2_8/FusedBatchNormV3/ReadVariableOp" -> "3495 NASNet/separable_conv_1_bn_normal_right2_8/FusedBatchNormV3"; +"3493 NASNet/separable_conv_1_bn_normal_right2_8/FusedBatchNormV3/ReadVariableOp_1/resource" -> "3494 NASNet/separable_conv_1_bn_normal_right2_8/FusedBatchNormV3/ReadVariableOp_1"; +"3494 NASNet/separable_conv_1_bn_normal_right2_8/FusedBatchNormV3/ReadVariableOp_1" -> "3495 NASNet/separable_conv_1_bn_normal_right2_8/FusedBatchNormV3"; +"3495 NASNet/separable_conv_1_bn_normal_right2_8/FusedBatchNormV3" -> "3524 NASNet/activation_125/Relu"; +"3496 NASNet/separable_conv_1_bn_normal_left2_8/ReadVariableOp/resource" -> "3497 NASNet/separable_conv_1_bn_normal_left2_8/ReadVariableOp"; +"3497 NASNet/separable_conv_1_bn_normal_left2_8/ReadVariableOp" -> "3504 NASNet/separable_conv_1_bn_normal_left2_8/FusedBatchNormV3"; +"3498 NASNet/separable_conv_1_bn_normal_left2_8/ReadVariableOp_1/resource" -> "3499 NASNet/separable_conv_1_bn_normal_left2_8/ReadVariableOp_1"; +"3499 NASNet/separable_conv_1_bn_normal_left2_8/ReadVariableOp_1" -> "3504 NASNet/separable_conv_1_bn_normal_left2_8/FusedBatchNormV3"; +"3500 NASNet/separable_conv_1_bn_normal_left2_8/FusedBatchNormV3/ReadVariableOp/resource" -> "3501 NASNet/separable_conv_1_bn_normal_left2_8/FusedBatchNormV3/ReadVariableOp"; +"3501 NASNet/separable_conv_1_bn_normal_left2_8/FusedBatchNormV3/ReadVariableOp" -> "3504 NASNet/separable_conv_1_bn_normal_left2_8/FusedBatchNormV3"; +"3502 NASNet/separable_conv_1_bn_normal_left2_8/FusedBatchNormV3/ReadVariableOp_1/resource" -> "3503 NASNet/separable_conv_1_bn_normal_left2_8/FusedBatchNormV3/ReadVariableOp_1"; +"3503 NASNet/separable_conv_1_bn_normal_left2_8/FusedBatchNormV3/ReadVariableOp_1" -> "3504 NASNet/separable_conv_1_bn_normal_left2_8/FusedBatchNormV3"; +"3504 NASNet/separable_conv_1_bn_normal_left2_8/FusedBatchNormV3" -> "3525 NASNet/activation_123/Relu"; +"3505 NASNet/separable_conv_1_bn_normal_right1_8/ReadVariableOp/resource" -> "3506 NASNet/separable_conv_1_bn_normal_right1_8/ReadVariableOp"; +"3506 NASNet/separable_conv_1_bn_normal_right1_8/ReadVariableOp" -> "3513 NASNet/separable_conv_1_bn_normal_right1_8/FusedBatchNormV3"; +"3507 NASNet/separable_conv_1_bn_normal_right1_8/ReadVariableOp_1/resource" -> "3508 NASNet/separable_conv_1_bn_normal_right1_8/ReadVariableOp_1"; +"3508 NASNet/separable_conv_1_bn_normal_right1_8/ReadVariableOp_1" -> "3513 NASNet/separable_conv_1_bn_normal_right1_8/FusedBatchNormV3"; +"3509 NASNet/separable_conv_1_bn_normal_right1_8/FusedBatchNormV3/ReadVariableOp/resource" -> "3510 NASNet/separable_conv_1_bn_normal_right1_8/FusedBatchNormV3/ReadVariableOp"; +"3510 NASNet/separable_conv_1_bn_normal_right1_8/FusedBatchNormV3/ReadVariableOp" -> "3513 NASNet/separable_conv_1_bn_normal_right1_8/FusedBatchNormV3"; +"3511 NASNet/separable_conv_1_bn_normal_right1_8/FusedBatchNormV3/ReadVariableOp_1/resource" -> "3512 NASNet/separable_conv_1_bn_normal_right1_8/FusedBatchNormV3/ReadVariableOp_1"; +"3512 NASNet/separable_conv_1_bn_normal_right1_8/FusedBatchNormV3/ReadVariableOp_1" -> "3513 NASNet/separable_conv_1_bn_normal_right1_8/FusedBatchNormV3"; +"3513 NASNet/separable_conv_1_bn_normal_right1_8/FusedBatchNormV3" -> "3526 NASNet/activation_121/Relu"; +"3514 NASNet/separable_conv_1_bn_normal_left1_8/ReadVariableOp/resource" -> "3515 NASNet/separable_conv_1_bn_normal_left1_8/ReadVariableOp"; +"3515 NASNet/separable_conv_1_bn_normal_left1_8/ReadVariableOp" -> "3522 NASNet/separable_conv_1_bn_normal_left1_8/FusedBatchNormV3"; +"3516 NASNet/separable_conv_1_bn_normal_left1_8/ReadVariableOp_1/resource" -> "3517 NASNet/separable_conv_1_bn_normal_left1_8/ReadVariableOp_1"; +"3517 NASNet/separable_conv_1_bn_normal_left1_8/ReadVariableOp_1" -> "3522 NASNet/separable_conv_1_bn_normal_left1_8/FusedBatchNormV3"; +"3518 NASNet/separable_conv_1_bn_normal_left1_8/FusedBatchNormV3/ReadVariableOp/resource" -> "3519 NASNet/separable_conv_1_bn_normal_left1_8/FusedBatchNormV3/ReadVariableOp"; +"3519 NASNet/separable_conv_1_bn_normal_left1_8/FusedBatchNormV3/ReadVariableOp" -> "3522 NASNet/separable_conv_1_bn_normal_left1_8/FusedBatchNormV3"; +"3520 NASNet/separable_conv_1_bn_normal_left1_8/FusedBatchNormV3/ReadVariableOp_1/resource" -> "3521 NASNet/separable_conv_1_bn_normal_left1_8/FusedBatchNormV3/ReadVariableOp_1"; +"3521 NASNet/separable_conv_1_bn_normal_left1_8/FusedBatchNormV3/ReadVariableOp_1" -> "3522 NASNet/separable_conv_1_bn_normal_left1_8/FusedBatchNormV3"; +"3522 NASNet/separable_conv_1_bn_normal_left1_8/FusedBatchNormV3" -> "3527 NASNet/activation_119/Relu"; +"3523 NASNet/activation_127/Relu" -> "3544 NASNet/separable_conv_2_normal_left5_8/separable_conv2d/depthwise"; +"3524 NASNet/activation_125/Relu" -> "3562 NASNet/separable_conv_2_normal_right2_8/separable_conv2d/depthwise"; +"3525 NASNet/activation_123/Relu" -> "3580 NASNet/separable_conv_2_normal_left2_8/separable_conv2d/depthwise"; +"3526 NASNet/activation_121/Relu" -> "3598 NASNet/separable_conv_2_normal_right1_8/separable_conv2d/depthwise"; +"3527 NASNet/activation_119/Relu" -> "3616 NASNet/separable_conv_2_normal_left1_8/separable_conv2d/depthwise"; +"3528 NASNet/separable_conv_2_normal_left5_8/Sigmoid/ReadVariableOp/resource" -> "3529 NASNet/separable_conv_2_normal_left5_8/Sigmoid/ReadVariableOp"; +"3529 NASNet/separable_conv_2_normal_left5_8/Sigmoid/ReadVariableOp" -> "3530 NASNet/separable_conv_2_normal_left5_8/Sigmoid"; +"3530 NASNet/separable_conv_2_normal_left5_8/Sigmoid" -> "3531 NASNet/separable_conv_2_normal_left5_8/Round"; +"3531 NASNet/separable_conv_2_normal_left5_8/Round" -> "3534 NASNet/separable_conv_2_normal_left5_8/mul"; +"3532 NASNet/separable_conv_2_normal_left5_8/ReadVariableOp/resource" -> "3533 NASNet/separable_conv_2_normal_left5_8/ReadVariableOp"; +"3533 NASNet/separable_conv_2_normal_left5_8/ReadVariableOp" -> "3534 NASNet/separable_conv_2_normal_left5_8/mul"; +"3534 NASNet/separable_conv_2_normal_left5_8/mul" -> "3544 NASNet/separable_conv_2_normal_left5_8/separable_conv2d/depthwise"; +"3535 NASNet/separable_conv_2_normal_left5_8/Sigmoid_1/ReadVariableOp/resource" -> "3536 NASNet/separable_conv_2_normal_left5_8/Sigmoid_1/ReadVariableOp"; +"3536 NASNet/separable_conv_2_normal_left5_8/Sigmoid_1/ReadVariableOp" -> "3537 NASNet/separable_conv_2_normal_left5_8/Sigmoid_1"; +"3537 NASNet/separable_conv_2_normal_left5_8/Sigmoid_1" -> "3538 NASNet/separable_conv_2_normal_left5_8/Round_1"; +"3538 NASNet/separable_conv_2_normal_left5_8/Round_1" -> "3541 NASNet/separable_conv_2_normal_left5_8/mul_1"; +"3539 NASNet/separable_conv_2_normal_left5_8/ReadVariableOp_1/resource" -> "3540 NASNet/separable_conv_2_normal_left5_8/ReadVariableOp_1"; +"3540 NASNet/separable_conv_2_normal_left5_8/ReadVariableOp_1" -> "3541 NASNet/separable_conv_2_normal_left5_8/mul_1"; +"3541 NASNet/separable_conv_2_normal_left5_8/mul_1" -> "3545 NASNet/separable_conv_2_normal_left5_8/separable_conv2d"; +"3544 NASNet/separable_conv_2_normal_left5_8/separable_conv2d/depthwise" -> "3545 NASNet/separable_conv_2_normal_left5_8/separable_conv2d"; +"3545 NASNet/separable_conv_2_normal_left5_8/separable_conv2d" -> "3626 NASNet/separable_conv_2_bn_normal_left5_8/FusedBatchNormV3"; +"3546 NASNet/separable_conv_2_normal_right2_8/Sigmoid/ReadVariableOp/resource" -> "3547 NASNet/separable_conv_2_normal_right2_8/Sigmoid/ReadVariableOp"; +"3547 NASNet/separable_conv_2_normal_right2_8/Sigmoid/ReadVariableOp" -> "3548 NASNet/separable_conv_2_normal_right2_8/Sigmoid"; +"3548 NASNet/separable_conv_2_normal_right2_8/Sigmoid" -> "3549 NASNet/separable_conv_2_normal_right2_8/Round"; +"3549 NASNet/separable_conv_2_normal_right2_8/Round" -> "3552 NASNet/separable_conv_2_normal_right2_8/mul"; +"3550 NASNet/separable_conv_2_normal_right2_8/ReadVariableOp/resource" -> "3551 NASNet/separable_conv_2_normal_right2_8/ReadVariableOp"; +"3551 NASNet/separable_conv_2_normal_right2_8/ReadVariableOp" -> "3552 NASNet/separable_conv_2_normal_right2_8/mul"; +"3552 NASNet/separable_conv_2_normal_right2_8/mul" -> "3562 NASNet/separable_conv_2_normal_right2_8/separable_conv2d/depthwise"; +"3553 NASNet/separable_conv_2_normal_right2_8/Sigmoid_1/ReadVariableOp/resource" -> "3554 NASNet/separable_conv_2_normal_right2_8/Sigmoid_1/ReadVariableOp"; +"3554 NASNet/separable_conv_2_normal_right2_8/Sigmoid_1/ReadVariableOp" -> "3555 NASNet/separable_conv_2_normal_right2_8/Sigmoid_1"; +"3555 NASNet/separable_conv_2_normal_right2_8/Sigmoid_1" -> "3556 NASNet/separable_conv_2_normal_right2_8/Round_1"; +"3556 NASNet/separable_conv_2_normal_right2_8/Round_1" -> "3559 NASNet/separable_conv_2_normal_right2_8/mul_1"; +"3557 NASNet/separable_conv_2_normal_right2_8/ReadVariableOp_1/resource" -> "3558 NASNet/separable_conv_2_normal_right2_8/ReadVariableOp_1"; +"3558 NASNet/separable_conv_2_normal_right2_8/ReadVariableOp_1" -> "3559 NASNet/separable_conv_2_normal_right2_8/mul_1"; +"3559 NASNet/separable_conv_2_normal_right2_8/mul_1" -> "3563 NASNet/separable_conv_2_normal_right2_8/separable_conv2d"; +"3562 NASNet/separable_conv_2_normal_right2_8/separable_conv2d/depthwise" -> "3563 NASNet/separable_conv_2_normal_right2_8/separable_conv2d"; +"3563 NASNet/separable_conv_2_normal_right2_8/separable_conv2d" -> "3647 NASNet/separable_conv_2_bn_normal_right2_8/FusedBatchNormV3"; +"3564 NASNet/separable_conv_2_normal_left2_8/Sigmoid/ReadVariableOp/resource" -> "3565 NASNet/separable_conv_2_normal_left2_8/Sigmoid/ReadVariableOp"; +"3565 NASNet/separable_conv_2_normal_left2_8/Sigmoid/ReadVariableOp" -> "3566 NASNet/separable_conv_2_normal_left2_8/Sigmoid"; +"3566 NASNet/separable_conv_2_normal_left2_8/Sigmoid" -> "3567 NASNet/separable_conv_2_normal_left2_8/Round"; +"3567 NASNet/separable_conv_2_normal_left2_8/Round" -> "3570 NASNet/separable_conv_2_normal_left2_8/mul"; +"3568 NASNet/separable_conv_2_normal_left2_8/ReadVariableOp/resource" -> "3569 NASNet/separable_conv_2_normal_left2_8/ReadVariableOp"; +"3569 NASNet/separable_conv_2_normal_left2_8/ReadVariableOp" -> "3570 NASNet/separable_conv_2_normal_left2_8/mul"; +"3570 NASNet/separable_conv_2_normal_left2_8/mul" -> "3580 NASNet/separable_conv_2_normal_left2_8/separable_conv2d/depthwise"; +"3571 NASNet/separable_conv_2_normal_left2_8/Sigmoid_1/ReadVariableOp/resource" -> "3572 NASNet/separable_conv_2_normal_left2_8/Sigmoid_1/ReadVariableOp"; +"3572 NASNet/separable_conv_2_normal_left2_8/Sigmoid_1/ReadVariableOp" -> "3573 NASNet/separable_conv_2_normal_left2_8/Sigmoid_1"; +"3573 NASNet/separable_conv_2_normal_left2_8/Sigmoid_1" -> "3574 NASNet/separable_conv_2_normal_left2_8/Round_1"; +"3574 NASNet/separable_conv_2_normal_left2_8/Round_1" -> "3577 NASNet/separable_conv_2_normal_left2_8/mul_1"; +"3575 NASNet/separable_conv_2_normal_left2_8/ReadVariableOp_1/resource" -> "3576 NASNet/separable_conv_2_normal_left2_8/ReadVariableOp_1"; +"3576 NASNet/separable_conv_2_normal_left2_8/ReadVariableOp_1" -> "3577 NASNet/separable_conv_2_normal_left2_8/mul_1"; +"3577 NASNet/separable_conv_2_normal_left2_8/mul_1" -> "3581 NASNet/separable_conv_2_normal_left2_8/separable_conv2d"; +"3580 NASNet/separable_conv_2_normal_left2_8/separable_conv2d/depthwise" -> "3581 NASNet/separable_conv_2_normal_left2_8/separable_conv2d"; +"3581 NASNet/separable_conv_2_normal_left2_8/separable_conv2d" -> "3638 NASNet/separable_conv_2_bn_normal_left2_8/FusedBatchNormV3"; +"3582 NASNet/separable_conv_2_normal_right1_8/Sigmoid/ReadVariableOp/resource" -> "3583 NASNet/separable_conv_2_normal_right1_8/Sigmoid/ReadVariableOp"; +"3583 NASNet/separable_conv_2_normal_right1_8/Sigmoid/ReadVariableOp" -> "3584 NASNet/separable_conv_2_normal_right1_8/Sigmoid"; +"3584 NASNet/separable_conv_2_normal_right1_8/Sigmoid" -> "3585 NASNet/separable_conv_2_normal_right1_8/Round"; +"3585 NASNet/separable_conv_2_normal_right1_8/Round" -> "3588 NASNet/separable_conv_2_normal_right1_8/mul"; +"3586 NASNet/separable_conv_2_normal_right1_8/ReadVariableOp/resource" -> "3587 NASNet/separable_conv_2_normal_right1_8/ReadVariableOp"; +"3587 NASNet/separable_conv_2_normal_right1_8/ReadVariableOp" -> "3588 NASNet/separable_conv_2_normal_right1_8/mul"; +"3588 NASNet/separable_conv_2_normal_right1_8/mul" -> "3598 NASNet/separable_conv_2_normal_right1_8/separable_conv2d/depthwise"; +"3589 NASNet/separable_conv_2_normal_right1_8/Sigmoid_1/ReadVariableOp/resource" -> "3590 NASNet/separable_conv_2_normal_right1_8/Sigmoid_1/ReadVariableOp"; +"3590 NASNet/separable_conv_2_normal_right1_8/Sigmoid_1/ReadVariableOp" -> "3591 NASNet/separable_conv_2_normal_right1_8/Sigmoid_1"; +"3591 NASNet/separable_conv_2_normal_right1_8/Sigmoid_1" -> "3592 NASNet/separable_conv_2_normal_right1_8/Round_1"; +"3592 NASNet/separable_conv_2_normal_right1_8/Round_1" -> "3595 NASNet/separable_conv_2_normal_right1_8/mul_1"; +"3593 NASNet/separable_conv_2_normal_right1_8/ReadVariableOp_1/resource" -> "3594 NASNet/separable_conv_2_normal_right1_8/ReadVariableOp_1"; +"3594 NASNet/separable_conv_2_normal_right1_8/ReadVariableOp_1" -> "3595 NASNet/separable_conv_2_normal_right1_8/mul_1"; +"3595 NASNet/separable_conv_2_normal_right1_8/mul_1" -> "3599 NASNet/separable_conv_2_normal_right1_8/separable_conv2d"; +"3598 NASNet/separable_conv_2_normal_right1_8/separable_conv2d/depthwise" -> "3599 NASNet/separable_conv_2_normal_right1_8/separable_conv2d"; +"3599 NASNet/separable_conv_2_normal_right1_8/separable_conv2d" -> "3665 NASNet/separable_conv_2_bn_normal_right1_8/FusedBatchNormV3"; +"3600 NASNet/separable_conv_2_normal_left1_8/Sigmoid/ReadVariableOp/resource" -> "3601 NASNet/separable_conv_2_normal_left1_8/Sigmoid/ReadVariableOp"; +"3601 NASNet/separable_conv_2_normal_left1_8/Sigmoid/ReadVariableOp" -> "3602 NASNet/separable_conv_2_normal_left1_8/Sigmoid"; +"3602 NASNet/separable_conv_2_normal_left1_8/Sigmoid" -> "3603 NASNet/separable_conv_2_normal_left1_8/Round"; +"3603 NASNet/separable_conv_2_normal_left1_8/Round" -> "3606 NASNet/separable_conv_2_normal_left1_8/mul"; +"3604 NASNet/separable_conv_2_normal_left1_8/ReadVariableOp/resource" -> "3605 NASNet/separable_conv_2_normal_left1_8/ReadVariableOp"; +"3605 NASNet/separable_conv_2_normal_left1_8/ReadVariableOp" -> "3606 NASNet/separable_conv_2_normal_left1_8/mul"; +"3606 NASNet/separable_conv_2_normal_left1_8/mul" -> "3616 NASNet/separable_conv_2_normal_left1_8/separable_conv2d/depthwise"; +"3607 NASNet/separable_conv_2_normal_left1_8/Sigmoid_1/ReadVariableOp/resource" -> "3608 NASNet/separable_conv_2_normal_left1_8/Sigmoid_1/ReadVariableOp"; +"3608 NASNet/separable_conv_2_normal_left1_8/Sigmoid_1/ReadVariableOp" -> "3609 NASNet/separable_conv_2_normal_left1_8/Sigmoid_1"; +"3609 NASNet/separable_conv_2_normal_left1_8/Sigmoid_1" -> "3610 NASNet/separable_conv_2_normal_left1_8/Round_1"; +"3610 NASNet/separable_conv_2_normal_left1_8/Round_1" -> "3613 NASNet/separable_conv_2_normal_left1_8/mul_1"; +"3611 NASNet/separable_conv_2_normal_left1_8/ReadVariableOp_1/resource" -> "3612 NASNet/separable_conv_2_normal_left1_8/ReadVariableOp_1"; +"3612 NASNet/separable_conv_2_normal_left1_8/ReadVariableOp_1" -> "3613 NASNet/separable_conv_2_normal_left1_8/mul_1"; +"3613 NASNet/separable_conv_2_normal_left1_8/mul_1" -> "3617 NASNet/separable_conv_2_normal_left1_8/separable_conv2d"; +"3616 NASNet/separable_conv_2_normal_left1_8/separable_conv2d/depthwise" -> "3617 NASNet/separable_conv_2_normal_left1_8/separable_conv2d"; +"3617 NASNet/separable_conv_2_normal_left1_8/separable_conv2d" -> "3656 NASNet/separable_conv_2_bn_normal_left1_8/FusedBatchNormV3"; +"3618 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NASNet/separable_conv_2_bn_normal_left5_8/FusedBatchNormV3/ReadVariableOp_1"; +"3625 NASNet/separable_conv_2_bn_normal_left5_8/FusedBatchNormV3/ReadVariableOp_1" -> "3626 NASNet/separable_conv_2_bn_normal_left5_8/FusedBatchNormV3"; +"3626 NASNet/separable_conv_2_bn_normal_left5_8/FusedBatchNormV3" -> "3670 NASNet/normal_add_5_8/add"; +"3627 NASNet/normal_left4_8/AvgPool" -> "3669 NASNet/normal_add_4_8/add"; +"3628 NASNet/normal_right4_8/AvgPool" -> "3669 NASNet/normal_add_4_8/add"; +"3629 NASNet/normal_left3_8/AvgPool" -> "3668 NASNet/normal_add_3_8/add"; +"3630 NASNet/separable_conv_2_bn_normal_left2_8/ReadVariableOp/resource" -> "3631 NASNet/separable_conv_2_bn_normal_left2_8/ReadVariableOp"; +"3631 NASNet/separable_conv_2_bn_normal_left2_8/ReadVariableOp" -> "3638 NASNet/separable_conv_2_bn_normal_left2_8/FusedBatchNormV3"; +"3632 NASNet/separable_conv_2_bn_normal_left2_8/ReadVariableOp_1/resource" -> "3633 NASNet/separable_conv_2_bn_normal_left2_8/ReadVariableOp_1"; +"3633 NASNet/separable_conv_2_bn_normal_left2_8/ReadVariableOp_1" -> "3638 NASNet/separable_conv_2_bn_normal_left2_8/FusedBatchNormV3"; +"3634 NASNet/separable_conv_2_bn_normal_left2_8/FusedBatchNormV3/ReadVariableOp/resource" -> "3635 NASNet/separable_conv_2_bn_normal_left2_8/FusedBatchNormV3/ReadVariableOp"; +"3635 NASNet/separable_conv_2_bn_normal_left2_8/FusedBatchNormV3/ReadVariableOp" -> "3638 NASNet/separable_conv_2_bn_normal_left2_8/FusedBatchNormV3"; +"3636 NASNet/separable_conv_2_bn_normal_left2_8/FusedBatchNormV3/ReadVariableOp_1/resource" -> "3637 NASNet/separable_conv_2_bn_normal_left2_8/FusedBatchNormV3/ReadVariableOp_1"; +"3637 NASNet/separable_conv_2_bn_normal_left2_8/FusedBatchNormV3/ReadVariableOp_1" -> "3638 NASNet/separable_conv_2_bn_normal_left2_8/FusedBatchNormV3"; +"3638 NASNet/separable_conv_2_bn_normal_left2_8/FusedBatchNormV3" -> "3667 NASNet/normal_add_2_8/add"; +"3639 NASNet/separable_conv_2_bn_normal_right2_8/ReadVariableOp/resource" -> "3640 NASNet/separable_conv_2_bn_normal_right2_8/ReadVariableOp"; +"3640 NASNet/separable_conv_2_bn_normal_right2_8/ReadVariableOp" -> "3647 NASNet/separable_conv_2_bn_normal_right2_8/FusedBatchNormV3"; +"3641 NASNet/separable_conv_2_bn_normal_right2_8/ReadVariableOp_1/resource" -> "3642 NASNet/separable_conv_2_bn_normal_right2_8/ReadVariableOp_1"; +"3642 NASNet/separable_conv_2_bn_normal_right2_8/ReadVariableOp_1" -> "3647 NASNet/separable_conv_2_bn_normal_right2_8/FusedBatchNormV3"; +"3643 NASNet/separable_conv_2_bn_normal_right2_8/FusedBatchNormV3/ReadVariableOp/resource" -> "3644 NASNet/separable_conv_2_bn_normal_right2_8/FusedBatchNormV3/ReadVariableOp"; +"3644 NASNet/separable_conv_2_bn_normal_right2_8/FusedBatchNormV3/ReadVariableOp" -> "3647 NASNet/separable_conv_2_bn_normal_right2_8/FusedBatchNormV3"; +"3645 NASNet/separable_conv_2_bn_normal_right2_8/FusedBatchNormV3/ReadVariableOp_1/resource" -> "3646 NASNet/separable_conv_2_bn_normal_right2_8/FusedBatchNormV3/ReadVariableOp_1"; +"3646 NASNet/separable_conv_2_bn_normal_right2_8/FusedBatchNormV3/ReadVariableOp_1" -> "3647 NASNet/separable_conv_2_bn_normal_right2_8/FusedBatchNormV3"; +"3647 NASNet/separable_conv_2_bn_normal_right2_8/FusedBatchNormV3" -> "3667 NASNet/normal_add_2_8/add"; +"3648 NASNet/separable_conv_2_bn_normal_left1_8/ReadVariableOp/resource" -> "3649 NASNet/separable_conv_2_bn_normal_left1_8/ReadVariableOp"; +"3649 NASNet/separable_conv_2_bn_normal_left1_8/ReadVariableOp" -> "3656 NASNet/separable_conv_2_bn_normal_left1_8/FusedBatchNormV3"; +"3650 NASNet/separable_conv_2_bn_normal_left1_8/ReadVariableOp_1/resource" -> "3651 NASNet/separable_conv_2_bn_normal_left1_8/ReadVariableOp_1"; +"3651 NASNet/separable_conv_2_bn_normal_left1_8/ReadVariableOp_1" -> "3656 NASNet/separable_conv_2_bn_normal_left1_8/FusedBatchNormV3"; +"3652 NASNet/separable_conv_2_bn_normal_left1_8/FusedBatchNormV3/ReadVariableOp/resource" -> "3653 NASNet/separable_conv_2_bn_normal_left1_8/FusedBatchNormV3/ReadVariableOp"; +"3653 NASNet/separable_conv_2_bn_normal_left1_8/FusedBatchNormV3/ReadVariableOp" -> "3656 NASNet/separable_conv_2_bn_normal_left1_8/FusedBatchNormV3"; +"3654 NASNet/separable_conv_2_bn_normal_left1_8/FusedBatchNormV3/ReadVariableOp_1/resource" -> "3655 NASNet/separable_conv_2_bn_normal_left1_8/FusedBatchNormV3/ReadVariableOp_1"; +"3655 NASNet/separable_conv_2_bn_normal_left1_8/FusedBatchNormV3/ReadVariableOp_1" -> "3656 NASNet/separable_conv_2_bn_normal_left1_8/FusedBatchNormV3"; +"3656 NASNet/separable_conv_2_bn_normal_left1_8/FusedBatchNormV3" -> "3666 NASNet/normal_add_1_8/add"; +"3657 NASNet/separable_conv_2_bn_normal_right1_8/ReadVariableOp/resource" -> "3658 NASNet/separable_conv_2_bn_normal_right1_8/ReadVariableOp"; +"3658 NASNet/separable_conv_2_bn_normal_right1_8/ReadVariableOp" -> "3665 NASNet/separable_conv_2_bn_normal_right1_8/FusedBatchNormV3"; +"3659 NASNet/separable_conv_2_bn_normal_right1_8/ReadVariableOp_1/resource" -> "3660 NASNet/separable_conv_2_bn_normal_right1_8/ReadVariableOp_1"; +"3660 NASNet/separable_conv_2_bn_normal_right1_8/ReadVariableOp_1" -> "3665 NASNet/separable_conv_2_bn_normal_right1_8/FusedBatchNormV3"; +"3661 NASNet/separable_conv_2_bn_normal_right1_8/FusedBatchNormV3/ReadVariableOp/resource" -> "3662 NASNet/separable_conv_2_bn_normal_right1_8/FusedBatchNormV3/ReadVariableOp"; +"3662 NASNet/separable_conv_2_bn_normal_right1_8/FusedBatchNormV3/ReadVariableOp" -> "3665 NASNet/separable_conv_2_bn_normal_right1_8/FusedBatchNormV3"; +"3663 NASNet/separable_conv_2_bn_normal_right1_8/FusedBatchNormV3/ReadVariableOp_1/resource" -> "3664 NASNet/separable_conv_2_bn_normal_right1_8/FusedBatchNormV3/ReadVariableOp_1"; +"3664 NASNet/separable_conv_2_bn_normal_right1_8/FusedBatchNormV3/ReadVariableOp_1" -> "3665 NASNet/separable_conv_2_bn_normal_right1_8/FusedBatchNormV3"; +"3665 NASNet/separable_conv_2_bn_normal_right1_8/FusedBatchNormV3" -> "3666 NASNet/normal_add_1_8/add"; +"3666 NASNet/normal_add_1_8/add" -> "3672 NASNet/normal_concat_8/concat"; +"3667 NASNet/normal_add_2_8/add" -> "3672 NASNet/normal_concat_8/concat"; +"3668 NASNet/normal_add_3_8/add" -> "3672 NASNet/normal_concat_8/concat"; +"3669 NASNet/normal_add_4_8/add" -> "3672 NASNet/normal_concat_8/concat"; +"3670 NASNet/normal_add_5_8/add" -> "3672 NASNet/normal_concat_8/concat"; +"3671 NASNet/normal_concat_8/concat/axis" -> "3672 NASNet/normal_concat_8/concat"; +"3672 NASNet/normal_concat_8/concat" -> "3674 NASNet/activation_129/Relu"; +"3672 NASNet/normal_concat_8/concat" -> "3937 NASNet/adjust_relu_1_9/Relu"; +"3673 NASNet/activation_128/Relu" -> "3682 NASNet/adjust_conv_projection_reduce_8/Conv2D"; +"3674 NASNet/activation_129/Relu" -> "3690 NASNet/reduction_conv_1_reduce_8/Conv2D"; +"3675 NASNet/adjust_conv_projection_reduce_8/Sigmoid/ReadVariableOp/resource" -> "3676 NASNet/adjust_conv_projection_reduce_8/Sigmoid/ReadVariableOp"; +"3676 NASNet/adjust_conv_projection_reduce_8/Sigmoid/ReadVariableOp" -> "3677 NASNet/adjust_conv_projection_reduce_8/Sigmoid"; +"3677 NASNet/adjust_conv_projection_reduce_8/Sigmoid" -> "3678 NASNet/adjust_conv_projection_reduce_8/Round"; +"3678 NASNet/adjust_conv_projection_reduce_8/Round" -> "3681 NASNet/adjust_conv_projection_reduce_8/mul"; +"3679 NASNet/adjust_conv_projection_reduce_8/ReadVariableOp/resource" -> "3680 NASNet/adjust_conv_projection_reduce_8/ReadVariableOp"; +"3680 NASNet/adjust_conv_projection_reduce_8/ReadVariableOp" -> "3681 NASNet/adjust_conv_projection_reduce_8/mul"; +"3681 NASNet/adjust_conv_projection_reduce_8/mul" -> "3682 NASNet/adjust_conv_projection_reduce_8/Conv2D"; +"3682 NASNet/adjust_conv_projection_reduce_8/Conv2D" -> "3699 NASNet/adjust_bn_reduce_8/FusedBatchNormV3"; +"3683 NASNet/reduction_conv_1_reduce_8/Sigmoid/ReadVariableOp/resource" -> "3684 NASNet/reduction_conv_1_reduce_8/Sigmoid/ReadVariableOp"; +"3684 NASNet/reduction_conv_1_reduce_8/Sigmoid/ReadVariableOp" -> "3685 NASNet/reduction_conv_1_reduce_8/Sigmoid"; +"3685 NASNet/reduction_conv_1_reduce_8/Sigmoid" -> "3686 NASNet/reduction_conv_1_reduce_8/Round"; +"3686 NASNet/reduction_conv_1_reduce_8/Round" -> "3689 NASNet/reduction_conv_1_reduce_8/mul"; +"3687 NASNet/reduction_conv_1_reduce_8/ReadVariableOp/resource" -> "3688 NASNet/reduction_conv_1_reduce_8/ReadVariableOp"; +"3688 NASNet/reduction_conv_1_reduce_8/ReadVariableOp" -> "3689 NASNet/reduction_conv_1_reduce_8/mul"; +"3689 NASNet/reduction_conv_1_reduce_8/mul" -> "3690 NASNet/reduction_conv_1_reduce_8/Conv2D"; +"3690 NASNet/reduction_conv_1_reduce_8/Conv2D" -> "3708 NASNet/reduction_bn_1_reduce_8/FusedBatchNormV3"; +"3691 NASNet/adjust_bn_reduce_8/ReadVariableOp/resource" -> "3692 NASNet/adjust_bn_reduce_8/ReadVariableOp"; +"3692 NASNet/adjust_bn_reduce_8/ReadVariableOp" -> "3699 NASNet/adjust_bn_reduce_8/FusedBatchNormV3"; +"3693 NASNet/adjust_bn_reduce_8/ReadVariableOp_1/resource" -> "3694 NASNet/adjust_bn_reduce_8/ReadVariableOp_1"; +"3694 NASNet/adjust_bn_reduce_8/ReadVariableOp_1" -> "3699 NASNet/adjust_bn_reduce_8/FusedBatchNormV3"; +"3695 NASNet/adjust_bn_reduce_8/FusedBatchNormV3/ReadVariableOp/resource" -> "3696 NASNet/adjust_bn_reduce_8/FusedBatchNormV3/ReadVariableOp"; +"3696 NASNet/adjust_bn_reduce_8/FusedBatchNormV3/ReadVariableOp" -> "3699 NASNet/adjust_bn_reduce_8/FusedBatchNormV3"; +"3697 NASNet/adjust_bn_reduce_8/FusedBatchNormV3/ReadVariableOp_1/resource" -> "3698 NASNet/adjust_bn_reduce_8/FusedBatchNormV3/ReadVariableOp_1"; +"3698 NASNet/adjust_bn_reduce_8/FusedBatchNormV3/ReadVariableOp_1" -> "3699 NASNet/adjust_bn_reduce_8/FusedBatchNormV3"; +"3699 NASNet/adjust_bn_reduce_8/FusedBatchNormV3" -> "3709 NASNet/activation_132/Relu"; +"3699 NASNet/adjust_bn_reduce_8/FusedBatchNormV3" -> "3825 NASNet/activation_134/Relu"; +"3699 NASNet/adjust_bn_reduce_8/FusedBatchNormV3" -> "3827 NASNet/activation_136/Relu"; +"3700 NASNet/reduction_bn_1_reduce_8/ReadVariableOp/resource" -> "3701 NASNet/reduction_bn_1_reduce_8/ReadVariableOp"; +"3701 NASNet/reduction_bn_1_reduce_8/ReadVariableOp" -> "3708 NASNet/reduction_bn_1_reduce_8/FusedBatchNormV3"; +"3702 NASNet/reduction_bn_1_reduce_8/ReadVariableOp_1/resource" -> "3703 NASNet/reduction_bn_1_reduce_8/ReadVariableOp_1"; +"3703 NASNet/reduction_bn_1_reduce_8/ReadVariableOp_1" -> "3708 NASNet/reduction_bn_1_reduce_8/FusedBatchNormV3"; +"3704 NASNet/reduction_bn_1_reduce_8/FusedBatchNormV3/ReadVariableOp/resource" -> "3705 NASNet/reduction_bn_1_reduce_8/FusedBatchNormV3/ReadVariableOp"; +"3705 NASNet/reduction_bn_1_reduce_8/FusedBatchNormV3/ReadVariableOp" -> "3708 NASNet/reduction_bn_1_reduce_8/FusedBatchNormV3"; +"3706 NASNet/reduction_bn_1_reduce_8/FusedBatchNormV3/ReadVariableOp_1/resource" -> "3707 NASNet/reduction_bn_1_reduce_8/FusedBatchNormV3/ReadVariableOp_1"; +"3707 NASNet/reduction_bn_1_reduce_8/FusedBatchNormV3/ReadVariableOp_1" -> "3708 NASNet/reduction_bn_1_reduce_8/FusedBatchNormV3"; +"3708 NASNet/reduction_bn_1_reduce_8/FusedBatchNormV3" -> "3710 NASNet/activation_130/Relu"; +"3708 NASNet/reduction_bn_1_reduce_8/FusedBatchNormV3" -> "3916 NASNet/reduction_pad_1_reduce_8/Pad"; +"3709 NASNet/activation_132/Relu" -> "3712 NASNet/separable_conv_1_pad_reduction_right1_reduce_8/Pad"; +"3710 NASNet/activation_130/Relu" -> "3714 NASNet/separable_conv_1_pad_reduction_left1_reduce_8/Pad"; +"3711 NASNet/separable_conv_1_pad_reduction_right1_reduce_8/Pad/paddings" -> "3712 NASNet/separable_conv_1_pad_reduction_right1_reduce_8/Pad"; +"3712 NASNet/separable_conv_1_pad_reduction_right1_reduce_8/Pad" -> "3731 NASNet/separable_conv_1_reduction_right1_reduce_8/separable_conv2d/depthwise"; +"3713 NASNet/separable_conv_1_pad_reduction_left1_reduce_8/Pad/paddings" -> "3714 NASNet/separable_conv_1_pad_reduction_left1_reduce_8/Pad"; +"3714 NASNet/separable_conv_1_pad_reduction_left1_reduce_8/Pad" -> "3749 NASNet/separable_conv_1_reduction_left1_reduce_8/separable_conv2d/depthwise"; +"3715 NASNet/separable_conv_1_reduction_right1_reduce_8/Sigmoid/ReadVariableOp/resource" -> "3716 NASNet/separable_conv_1_reduction_right1_reduce_8/Sigmoid/ReadVariableOp"; +"3716 NASNet/separable_conv_1_reduction_right1_reduce_8/Sigmoid/ReadVariableOp" -> "3717 NASNet/separable_conv_1_reduction_right1_reduce_8/Sigmoid"; +"3717 NASNet/separable_conv_1_reduction_right1_reduce_8/Sigmoid" -> "3718 NASNet/separable_conv_1_reduction_right1_reduce_8/Round"; +"3718 NASNet/separable_conv_1_reduction_right1_reduce_8/Round" -> "3721 NASNet/separable_conv_1_reduction_right1_reduce_8/mul"; +"3719 NASNet/separable_conv_1_reduction_right1_reduce_8/ReadVariableOp/resource" -> "3720 NASNet/separable_conv_1_reduction_right1_reduce_8/ReadVariableOp"; +"3720 NASNet/separable_conv_1_reduction_right1_reduce_8/ReadVariableOp" -> "3721 NASNet/separable_conv_1_reduction_right1_reduce_8/mul"; +"3721 NASNet/separable_conv_1_reduction_right1_reduce_8/mul" -> "3731 NASNet/separable_conv_1_reduction_right1_reduce_8/separable_conv2d/depthwise"; +"3722 NASNet/separable_conv_1_reduction_right1_reduce_8/Sigmoid_1/ReadVariableOp/resource" -> "3723 NASNet/separable_conv_1_reduction_right1_reduce_8/Sigmoid_1/ReadVariableOp"; +"3723 NASNet/separable_conv_1_reduction_right1_reduce_8/Sigmoid_1/ReadVariableOp" -> "3724 NASNet/separable_conv_1_reduction_right1_reduce_8/Sigmoid_1"; +"3724 NASNet/separable_conv_1_reduction_right1_reduce_8/Sigmoid_1" -> "3725 NASNet/separable_conv_1_reduction_right1_reduce_8/Round_1"; +"3725 NASNet/separable_conv_1_reduction_right1_reduce_8/Round_1" -> "3728 NASNet/separable_conv_1_reduction_right1_reduce_8/mul_1"; +"3726 NASNet/separable_conv_1_reduction_right1_reduce_8/ReadVariableOp_1/resource" -> "3727 NASNet/separable_conv_1_reduction_right1_reduce_8/ReadVariableOp_1"; +"3727 NASNet/separable_conv_1_reduction_right1_reduce_8/ReadVariableOp_1" -> "3728 NASNet/separable_conv_1_reduction_right1_reduce_8/mul_1"; +"3728 NASNet/separable_conv_1_reduction_right1_reduce_8/mul_1" -> "3732 NASNet/separable_conv_1_reduction_right1_reduce_8/separable_conv2d"; +"3731 NASNet/separable_conv_1_reduction_right1_reduce_8/separable_conv2d/depthwise" -> "3732 NASNet/separable_conv_1_reduction_right1_reduce_8/separable_conv2d"; +"3732 NASNet/separable_conv_1_reduction_right1_reduce_8/separable_conv2d" -> "3759 NASNet/separable_conv_1_bn_reduction_right1_reduce_8/FusedBatchNormV3"; +"3733 NASNet/separable_conv_1_reduction_left1_reduce_8/Sigmoid/ReadVariableOp/resource" -> "3734 NASNet/separable_conv_1_reduction_left1_reduce_8/Sigmoid/ReadVariableOp"; +"3734 NASNet/separable_conv_1_reduction_left1_reduce_8/Sigmoid/ReadVariableOp" -> "3735 NASNet/separable_conv_1_reduction_left1_reduce_8/Sigmoid"; +"3735 NASNet/separable_conv_1_reduction_left1_reduce_8/Sigmoid" -> "3736 NASNet/separable_conv_1_reduction_left1_reduce_8/Round"; +"3736 NASNet/separable_conv_1_reduction_left1_reduce_8/Round" -> "3739 NASNet/separable_conv_1_reduction_left1_reduce_8/mul"; +"3737 NASNet/separable_conv_1_reduction_left1_reduce_8/ReadVariableOp/resource" -> "3738 NASNet/separable_conv_1_reduction_left1_reduce_8/ReadVariableOp"; +"3738 NASNet/separable_conv_1_reduction_left1_reduce_8/ReadVariableOp" -> "3739 NASNet/separable_conv_1_reduction_left1_reduce_8/mul"; +"3739 NASNet/separable_conv_1_reduction_left1_reduce_8/mul" -> "3749 NASNet/separable_conv_1_reduction_left1_reduce_8/separable_conv2d/depthwise"; +"3740 NASNet/separable_conv_1_reduction_left1_reduce_8/Sigmoid_1/ReadVariableOp/resource" -> "3741 NASNet/separable_conv_1_reduction_left1_reduce_8/Sigmoid_1/ReadVariableOp"; +"3741 NASNet/separable_conv_1_reduction_left1_reduce_8/Sigmoid_1/ReadVariableOp" -> "3742 NASNet/separable_conv_1_reduction_left1_reduce_8/Sigmoid_1"; +"3742 NASNet/separable_conv_1_reduction_left1_reduce_8/Sigmoid_1" -> "3743 NASNet/separable_conv_1_reduction_left1_reduce_8/Round_1"; +"3743 NASNet/separable_conv_1_reduction_left1_reduce_8/Round_1" -> "3746 NASNet/separable_conv_1_reduction_left1_reduce_8/mul_1"; +"3744 NASNet/separable_conv_1_reduction_left1_reduce_8/ReadVariableOp_1/resource" -> "3745 NASNet/separable_conv_1_reduction_left1_reduce_8/ReadVariableOp_1"; +"3745 NASNet/separable_conv_1_reduction_left1_reduce_8/ReadVariableOp_1" -> "3746 NASNet/separable_conv_1_reduction_left1_reduce_8/mul_1"; +"3746 NASNet/separable_conv_1_reduction_left1_reduce_8/mul_1" -> "3750 NASNet/separable_conv_1_reduction_left1_reduce_8/separable_conv2d"; +"3749 NASNet/separable_conv_1_reduction_left1_reduce_8/separable_conv2d/depthwise" -> "3750 NASNet/separable_conv_1_reduction_left1_reduce_8/separable_conv2d"; +"3750 NASNet/separable_conv_1_reduction_left1_reduce_8/separable_conv2d" -> "3768 NASNet/separable_conv_1_bn_reduction_left1_reduce_8/FusedBatchNormV3"; +"3751 NASNet/separable_conv_1_bn_reduction_right1_reduce_8/ReadVariableOp/resource" -> "3752 NASNet/separable_conv_1_bn_reduction_right1_reduce_8/ReadVariableOp"; +"3752 NASNet/separable_conv_1_bn_reduction_right1_reduce_8/ReadVariableOp" -> "3759 NASNet/separable_conv_1_bn_reduction_right1_reduce_8/FusedBatchNormV3"; +"3753 NASNet/separable_conv_1_bn_reduction_right1_reduce_8/ReadVariableOp_1/resource" -> "3754 NASNet/separable_conv_1_bn_reduction_right1_reduce_8/ReadVariableOp_1"; +"3754 NASNet/separable_conv_1_bn_reduction_right1_reduce_8/ReadVariableOp_1" -> "3759 NASNet/separable_conv_1_bn_reduction_right1_reduce_8/FusedBatchNormV3"; +"3755 NASNet/separable_conv_1_bn_reduction_right1_reduce_8/FusedBatchNormV3/ReadVariableOp/resource" -> "3756 NASNet/separable_conv_1_bn_reduction_right1_reduce_8/FusedBatchNormV3/ReadVariableOp"; +"3756 NASNet/separable_conv_1_bn_reduction_right1_reduce_8/FusedBatchNormV3/ReadVariableOp" -> "3759 NASNet/separable_conv_1_bn_reduction_right1_reduce_8/FusedBatchNormV3"; +"3757 NASNet/separable_conv_1_bn_reduction_right1_reduce_8/FusedBatchNormV3/ReadVariableOp_1/resource" -> "3758 NASNet/separable_conv_1_bn_reduction_right1_reduce_8/FusedBatchNormV3/ReadVariableOp_1"; +"3758 NASNet/separable_conv_1_bn_reduction_right1_reduce_8/FusedBatchNormV3/ReadVariableOp_1" -> "3759 NASNet/separable_conv_1_bn_reduction_right1_reduce_8/FusedBatchNormV3"; +"3759 NASNet/separable_conv_1_bn_reduction_right1_reduce_8/FusedBatchNormV3" -> "3769 NASNet/activation_133/Relu"; +"3760 NASNet/separable_conv_1_bn_reduction_left1_reduce_8/ReadVariableOp/resource" -> "3761 NASNet/separable_conv_1_bn_reduction_left1_reduce_8/ReadVariableOp"; +"3761 NASNet/separable_conv_1_bn_reduction_left1_reduce_8/ReadVariableOp" -> "3768 NASNet/separable_conv_1_bn_reduction_left1_reduce_8/FusedBatchNormV3"; +"3762 NASNet/separable_conv_1_bn_reduction_left1_reduce_8/ReadVariableOp_1/resource" -> "3763 NASNet/separable_conv_1_bn_reduction_left1_reduce_8/ReadVariableOp_1"; +"3763 NASNet/separable_conv_1_bn_reduction_left1_reduce_8/ReadVariableOp_1" -> "3768 NASNet/separable_conv_1_bn_reduction_left1_reduce_8/FusedBatchNormV3"; +"3764 NASNet/separable_conv_1_bn_reduction_left1_reduce_8/FusedBatchNormV3/ReadVariableOp/resource" -> "3765 NASNet/separable_conv_1_bn_reduction_left1_reduce_8/FusedBatchNormV3/ReadVariableOp"; +"3765 NASNet/separable_conv_1_bn_reduction_left1_reduce_8/FusedBatchNormV3/ReadVariableOp" -> "3768 NASNet/separable_conv_1_bn_reduction_left1_reduce_8/FusedBatchNormV3"; +"3766 NASNet/separable_conv_1_bn_reduction_left1_reduce_8/FusedBatchNormV3/ReadVariableOp_1/resource" -> "3767 NASNet/separable_conv_1_bn_reduction_left1_reduce_8/FusedBatchNormV3/ReadVariableOp_1"; +"3767 NASNet/separable_conv_1_bn_reduction_left1_reduce_8/FusedBatchNormV3/ReadVariableOp_1" -> "3768 NASNet/separable_conv_1_bn_reduction_left1_reduce_8/FusedBatchNormV3"; +"3768 NASNet/separable_conv_1_bn_reduction_left1_reduce_8/FusedBatchNormV3" -> "3770 NASNet/activation_131/Relu"; +"3769 NASNet/activation_133/Relu" -> "3787 NASNet/separable_conv_2_reduction_right1_reduce_8/separable_conv2d/depthwise"; +"3770 NASNet/activation_131/Relu" -> "3805 NASNet/separable_conv_2_reduction_left1_reduce_8/separable_conv2d/depthwise"; +"3771 NASNet/separable_conv_2_reduction_right1_reduce_8/Sigmoid/ReadVariableOp/resource" -> "3772 NASNet/separable_conv_2_reduction_right1_reduce_8/Sigmoid/ReadVariableOp"; +"3772 NASNet/separable_conv_2_reduction_right1_reduce_8/Sigmoid/ReadVariableOp" -> "3773 NASNet/separable_conv_2_reduction_right1_reduce_8/Sigmoid"; +"3773 NASNet/separable_conv_2_reduction_right1_reduce_8/Sigmoid" -> "3774 NASNet/separable_conv_2_reduction_right1_reduce_8/Round"; +"3774 NASNet/separable_conv_2_reduction_right1_reduce_8/Round" -> "3777 NASNet/separable_conv_2_reduction_right1_reduce_8/mul"; +"3775 NASNet/separable_conv_2_reduction_right1_reduce_8/ReadVariableOp/resource" -> "3776 NASNet/separable_conv_2_reduction_right1_reduce_8/ReadVariableOp"; +"3776 NASNet/separable_conv_2_reduction_right1_reduce_8/ReadVariableOp" -> "3777 NASNet/separable_conv_2_reduction_right1_reduce_8/mul"; +"3777 NASNet/separable_conv_2_reduction_right1_reduce_8/mul" -> "3787 NASNet/separable_conv_2_reduction_right1_reduce_8/separable_conv2d/depthwise"; +"3778 NASNet/separable_conv_2_reduction_right1_reduce_8/Sigmoid_1/ReadVariableOp/resource" -> "3779 NASNet/separable_conv_2_reduction_right1_reduce_8/Sigmoid_1/ReadVariableOp"; +"3779 NASNet/separable_conv_2_reduction_right1_reduce_8/Sigmoid_1/ReadVariableOp" -> "3780 NASNet/separable_conv_2_reduction_right1_reduce_8/Sigmoid_1"; +"3780 NASNet/separable_conv_2_reduction_right1_reduce_8/Sigmoid_1" -> "3781 NASNet/separable_conv_2_reduction_right1_reduce_8/Round_1"; +"3781 NASNet/separable_conv_2_reduction_right1_reduce_8/Round_1" -> "3784 NASNet/separable_conv_2_reduction_right1_reduce_8/mul_1"; +"3782 NASNet/separable_conv_2_reduction_right1_reduce_8/ReadVariableOp_1/resource" -> "3783 NASNet/separable_conv_2_reduction_right1_reduce_8/ReadVariableOp_1"; +"3783 NASNet/separable_conv_2_reduction_right1_reduce_8/ReadVariableOp_1" -> "3784 NASNet/separable_conv_2_reduction_right1_reduce_8/mul_1"; +"3784 NASNet/separable_conv_2_reduction_right1_reduce_8/mul_1" -> "3788 NASNet/separable_conv_2_reduction_right1_reduce_8/separable_conv2d"; +"3787 NASNet/separable_conv_2_reduction_right1_reduce_8/separable_conv2d/depthwise" -> "3788 NASNet/separable_conv_2_reduction_right1_reduce_8/separable_conv2d"; +"3788 NASNet/separable_conv_2_reduction_right1_reduce_8/separable_conv2d" -> "3824 NASNet/separable_conv_2_bn_reduction_right1_reduce_8/FusedBatchNormV3"; +"3789 NASNet/separable_conv_2_reduction_left1_reduce_8/Sigmoid/ReadVariableOp/resource" -> "3790 NASNet/separable_conv_2_reduction_left1_reduce_8/Sigmoid/ReadVariableOp"; +"3790 NASNet/separable_conv_2_reduction_left1_reduce_8/Sigmoid/ReadVariableOp" -> "3791 NASNet/separable_conv_2_reduction_left1_reduce_8/Sigmoid"; +"3791 NASNet/separable_conv_2_reduction_left1_reduce_8/Sigmoid" -> "3792 NASNet/separable_conv_2_reduction_left1_reduce_8/Round"; +"3792 NASNet/separable_conv_2_reduction_left1_reduce_8/Round" -> "3795 NASNet/separable_conv_2_reduction_left1_reduce_8/mul"; +"3793 NASNet/separable_conv_2_reduction_left1_reduce_8/ReadVariableOp/resource" -> "3794 NASNet/separable_conv_2_reduction_left1_reduce_8/ReadVariableOp"; +"3794 NASNet/separable_conv_2_reduction_left1_reduce_8/ReadVariableOp" -> "3795 NASNet/separable_conv_2_reduction_left1_reduce_8/mul"; +"3795 NASNet/separable_conv_2_reduction_left1_reduce_8/mul" -> "3805 NASNet/separable_conv_2_reduction_left1_reduce_8/separable_conv2d/depthwise"; +"3796 NASNet/separable_conv_2_reduction_left1_reduce_8/Sigmoid_1/ReadVariableOp/resource" -> "3797 NASNet/separable_conv_2_reduction_left1_reduce_8/Sigmoid_1/ReadVariableOp"; +"3797 NASNet/separable_conv_2_reduction_left1_reduce_8/Sigmoid_1/ReadVariableOp" -> "3798 NASNet/separable_conv_2_reduction_left1_reduce_8/Sigmoid_1"; +"3798 NASNet/separable_conv_2_reduction_left1_reduce_8/Sigmoid_1" -> "3799 NASNet/separable_conv_2_reduction_left1_reduce_8/Round_1"; +"3799 NASNet/separable_conv_2_reduction_left1_reduce_8/Round_1" -> "3802 NASNet/separable_conv_2_reduction_left1_reduce_8/mul_1"; +"3800 NASNet/separable_conv_2_reduction_left1_reduce_8/ReadVariableOp_1/resource" -> "3801 NASNet/separable_conv_2_reduction_left1_reduce_8/ReadVariableOp_1"; +"3801 NASNet/separable_conv_2_reduction_left1_reduce_8/ReadVariableOp_1" -> "3802 NASNet/separable_conv_2_reduction_left1_reduce_8/mul_1"; +"3802 NASNet/separable_conv_2_reduction_left1_reduce_8/mul_1" -> "3806 NASNet/separable_conv_2_reduction_left1_reduce_8/separable_conv2d"; +"3805 NASNet/separable_conv_2_reduction_left1_reduce_8/separable_conv2d/depthwise" -> "3806 NASNet/separable_conv_2_reduction_left1_reduce_8/separable_conv2d"; +"3806 NASNet/separable_conv_2_reduction_left1_reduce_8/separable_conv2d" -> "3815 NASNet/separable_conv_2_bn_reduction_left1_reduce_8/FusedBatchNormV3"; +"3807 NASNet/separable_conv_2_bn_reduction_left1_reduce_8/ReadVariableOp/resource" -> "3808 NASNet/separable_conv_2_bn_reduction_left1_reduce_8/ReadVariableOp"; +"3808 NASNet/separable_conv_2_bn_reduction_left1_reduce_8/ReadVariableOp" -> "3815 NASNet/separable_conv_2_bn_reduction_left1_reduce_8/FusedBatchNormV3"; +"3809 NASNet/separable_conv_2_bn_reduction_left1_reduce_8/ReadVariableOp_1/resource" -> "3810 NASNet/separable_conv_2_bn_reduction_left1_reduce_8/ReadVariableOp_1"; +"3810 NASNet/separable_conv_2_bn_reduction_left1_reduce_8/ReadVariableOp_1" -> "3815 NASNet/separable_conv_2_bn_reduction_left1_reduce_8/FusedBatchNormV3"; +"3811 NASNet/separable_conv_2_bn_reduction_left1_reduce_8/FusedBatchNormV3/ReadVariableOp/resource" -> "3812 NASNet/separable_conv_2_bn_reduction_left1_reduce_8/FusedBatchNormV3/ReadVariableOp"; +"3812 NASNet/separable_conv_2_bn_reduction_left1_reduce_8/FusedBatchNormV3/ReadVariableOp" -> "3815 NASNet/separable_conv_2_bn_reduction_left1_reduce_8/FusedBatchNormV3"; +"3813 NASNet/separable_conv_2_bn_reduction_left1_reduce_8/FusedBatchNormV3/ReadVariableOp_1/resource" -> "3814 NASNet/separable_conv_2_bn_reduction_left1_reduce_8/FusedBatchNormV3/ReadVariableOp_1"; +"3814 NASNet/separable_conv_2_bn_reduction_left1_reduce_8/FusedBatchNormV3/ReadVariableOp_1" -> "3815 NASNet/separable_conv_2_bn_reduction_left1_reduce_8/FusedBatchNormV3"; +"3815 NASNet/separable_conv_2_bn_reduction_left1_reduce_8/FusedBatchNormV3" -> "3826 NASNet/reduction_add_1_reduce_8/add"; +"3816 NASNet/separable_conv_2_bn_reduction_right1_reduce_8/ReadVariableOp/resource" -> "3817 NASNet/separable_conv_2_bn_reduction_right1_reduce_8/ReadVariableOp"; +"3817 NASNet/separable_conv_2_bn_reduction_right1_reduce_8/ReadVariableOp" -> "3824 NASNet/separable_conv_2_bn_reduction_right1_reduce_8/FusedBatchNormV3"; +"3818 NASNet/separable_conv_2_bn_reduction_right1_reduce_8/ReadVariableOp_1/resource" -> "3819 NASNet/separable_conv_2_bn_reduction_right1_reduce_8/ReadVariableOp_1"; +"3819 NASNet/separable_conv_2_bn_reduction_right1_reduce_8/ReadVariableOp_1" -> "3824 NASNet/separable_conv_2_bn_reduction_right1_reduce_8/FusedBatchNormV3"; +"3820 NASNet/separable_conv_2_bn_reduction_right1_reduce_8/FusedBatchNormV3/ReadVariableOp/resource" -> "3821 NASNet/separable_conv_2_bn_reduction_right1_reduce_8/FusedBatchNormV3/ReadVariableOp"; +"3821 NASNet/separable_conv_2_bn_reduction_right1_reduce_8/FusedBatchNormV3/ReadVariableOp" -> "3824 NASNet/separable_conv_2_bn_reduction_right1_reduce_8/FusedBatchNormV3"; +"3822 NASNet/separable_conv_2_bn_reduction_right1_reduce_8/FusedBatchNormV3/ReadVariableOp_1/resource" -> "3823 NASNet/separable_conv_2_bn_reduction_right1_reduce_8/FusedBatchNormV3/ReadVariableOp_1"; +"3823 NASNet/separable_conv_2_bn_reduction_right1_reduce_8/FusedBatchNormV3/ReadVariableOp_1" -> "3824 NASNet/separable_conv_2_bn_reduction_right1_reduce_8/FusedBatchNormV3"; +"3824 NASNet/separable_conv_2_bn_reduction_right1_reduce_8/FusedBatchNormV3" -> "3826 NASNet/reduction_add_1_reduce_8/add"; +"3825 NASNet/activation_134/Relu" -> "3829 NASNet/separable_conv_1_pad_reduction_right2_reduce_8/Pad"; +"3826 NASNet/reduction_add_1_reduce_8/add" -> "3830 NASNet/activation_138/Relu"; +"3826 NASNet/reduction_add_1_reduce_8/add" -> "3997 NASNet/reduction_left4_reduce_8/AvgPool"; +"3827 NASNet/activation_136/Relu" -> "3832 NASNet/separable_conv_1_pad_reduction_right3_reduce_8/Pad"; +"3828 NASNet/separable_conv_1_pad_reduction_right2_reduce_8/Pad/paddings" -> "3829 NASNet/separable_conv_1_pad_reduction_right2_reduce_8/Pad"; +"3829 NASNet/separable_conv_1_pad_reduction_right2_reduce_8/Pad" -> "3849 NASNet/separable_conv_1_reduction_right2_reduce_8/separable_conv2d/depthwise"; +"3830 NASNet/activation_138/Relu" -> "3867 NASNet/separable_conv_1_reduction_left4_reduce_8/separable_conv2d/depthwise"; +"3831 NASNet/separable_conv_1_pad_reduction_right3_reduce_8/Pad/paddings" -> "3832 NASNet/separable_conv_1_pad_reduction_right3_reduce_8/Pad"; +"3832 NASNet/separable_conv_1_pad_reduction_right3_reduce_8/Pad" -> "3885 NASNet/separable_conv_1_reduction_right3_reduce_8/separable_conv2d/depthwise"; +"3833 NASNet/separable_conv_1_reduction_right2_reduce_8/Sigmoid/ReadVariableOp/resource" -> "3834 NASNet/separable_conv_1_reduction_right2_reduce_8/Sigmoid/ReadVariableOp"; +"3834 NASNet/separable_conv_1_reduction_right2_reduce_8/Sigmoid/ReadVariableOp" -> "3835 NASNet/separable_conv_1_reduction_right2_reduce_8/Sigmoid"; +"3835 NASNet/separable_conv_1_reduction_right2_reduce_8/Sigmoid" -> "3836 NASNet/separable_conv_1_reduction_right2_reduce_8/Round"; +"3836 NASNet/separable_conv_1_reduction_right2_reduce_8/Round" -> "3839 NASNet/separable_conv_1_reduction_right2_reduce_8/mul"; +"3837 NASNet/separable_conv_1_reduction_right2_reduce_8/ReadVariableOp/resource" -> "3838 NASNet/separable_conv_1_reduction_right2_reduce_8/ReadVariableOp"; +"3838 NASNet/separable_conv_1_reduction_right2_reduce_8/ReadVariableOp" -> "3839 NASNet/separable_conv_1_reduction_right2_reduce_8/mul"; +"3839 NASNet/separable_conv_1_reduction_right2_reduce_8/mul" -> "3849 NASNet/separable_conv_1_reduction_right2_reduce_8/separable_conv2d/depthwise"; +"3840 NASNet/separable_conv_1_reduction_right2_reduce_8/Sigmoid_1/ReadVariableOp/resource" -> "3841 NASNet/separable_conv_1_reduction_right2_reduce_8/Sigmoid_1/ReadVariableOp"; +"3841 NASNet/separable_conv_1_reduction_right2_reduce_8/Sigmoid_1/ReadVariableOp" -> "3842 NASNet/separable_conv_1_reduction_right2_reduce_8/Sigmoid_1"; +"3842 NASNet/separable_conv_1_reduction_right2_reduce_8/Sigmoid_1" -> "3843 NASNet/separable_conv_1_reduction_right2_reduce_8/Round_1"; +"3843 NASNet/separable_conv_1_reduction_right2_reduce_8/Round_1" -> "3846 NASNet/separable_conv_1_reduction_right2_reduce_8/mul_1"; +"3844 NASNet/separable_conv_1_reduction_right2_reduce_8/ReadVariableOp_1/resource" -> "3845 NASNet/separable_conv_1_reduction_right2_reduce_8/ReadVariableOp_1"; +"3845 NASNet/separable_conv_1_reduction_right2_reduce_8/ReadVariableOp_1" -> "3846 NASNet/separable_conv_1_reduction_right2_reduce_8/mul_1"; +"3846 NASNet/separable_conv_1_reduction_right2_reduce_8/mul_1" -> "3850 NASNet/separable_conv_1_reduction_right2_reduce_8/separable_conv2d"; +"3849 NASNet/separable_conv_1_reduction_right2_reduce_8/separable_conv2d/depthwise" -> "3850 NASNet/separable_conv_1_reduction_right2_reduce_8/separable_conv2d"; +"3850 NASNet/separable_conv_1_reduction_right2_reduce_8/separable_conv2d" -> "3895 NASNet/separable_conv_1_bn_reduction_right2_reduce_8/FusedBatchNormV3"; +"3851 NASNet/separable_conv_1_reduction_left4_reduce_8/Sigmoid/ReadVariableOp/resource" -> "3852 NASNet/separable_conv_1_reduction_left4_reduce_8/Sigmoid/ReadVariableOp"; +"3852 NASNet/separable_conv_1_reduction_left4_reduce_8/Sigmoid/ReadVariableOp" -> "3853 NASNet/separable_conv_1_reduction_left4_reduce_8/Sigmoid"; +"3853 NASNet/separable_conv_1_reduction_left4_reduce_8/Sigmoid" -> "3854 NASNet/separable_conv_1_reduction_left4_reduce_8/Round"; +"3854 NASNet/separable_conv_1_reduction_left4_reduce_8/Round" -> "3857 NASNet/separable_conv_1_reduction_left4_reduce_8/mul"; +"3855 NASNet/separable_conv_1_reduction_left4_reduce_8/ReadVariableOp/resource" -> "3856 NASNet/separable_conv_1_reduction_left4_reduce_8/ReadVariableOp"; +"3856 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NASNet/separable_conv_2_bn_reduction_left4_reduce_8/FusedBatchNormV3"; +"3993 NASNet/separable_conv_2_bn_reduction_left4_reduce_8/FusedBatchNormV3/ReadVariableOp_1/resource" -> "3994 NASNet/separable_conv_2_bn_reduction_left4_reduce_8/FusedBatchNormV3/ReadVariableOp_1"; +"3994 NASNet/separable_conv_2_bn_reduction_left4_reduce_8/FusedBatchNormV3/ReadVariableOp_1" -> "3995 NASNet/separable_conv_2_bn_reduction_left4_reduce_8/FusedBatchNormV3"; +"3995 NASNet/separable_conv_2_bn_reduction_left4_reduce_8/FusedBatchNormV3" -> "4014 NASNet/reduction_add4_reduce_8/add"; +"3996 NASNet/reduction_right5_reduce_8/MaxPool" -> "4014 NASNet/reduction_add4_reduce_8/add"; +"3997 NASNet/reduction_left4_reduce_8/AvgPool" -> "4013 NASNet/add_3/add"; +"3998 NASNet/reduction_left3_reduce_8/AvgPool" -> "4012 NASNet/reduction_add3_reduce_8/add"; +"3999 NASNet/separable_conv_2_bn_reduction_right3_reduce_8/ReadVariableOp/resource" -> "4000 NASNet/separable_conv_2_bn_reduction_right3_reduce_8/ReadVariableOp"; 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NASNet/separable_conv_2_bn_reduction_right3_reduce_8/FusedBatchNormV3/ReadVariableOp_1"; +"4006 NASNet/separable_conv_2_bn_reduction_right3_reduce_8/FusedBatchNormV3/ReadVariableOp_1" -> "4007 NASNet/separable_conv_2_bn_reduction_right3_reduce_8/FusedBatchNormV3"; +"4007 NASNet/separable_conv_2_bn_reduction_right3_reduce_8/FusedBatchNormV3" -> "4012 NASNet/reduction_add3_reduce_8/add"; +"4008 NASNet/cropping2d_3/strided_slice/stack" -> "4011 NASNet/cropping2d_3/strided_slice"; +"4009 NASNet/cropping2d_3/strided_slice/stack_1" -> "4011 NASNet/cropping2d_3/strided_slice"; +"4010 NASNet/cropping2d_3/strided_slice/stack_2" -> "4011 NASNet/cropping2d_3/strided_slice"; +"4011 NASNet/cropping2d_3/strided_slice" -> "4017 NASNet/adjust_avg_pool_2_9/AvgPool"; +"4012 NASNet/reduction_add3_reduce_8/add" -> "4016 NASNet/reduction_concat_reduce_8/concat"; +"4013 NASNet/add_3/add" -> "4016 NASNet/reduction_concat_reduce_8/concat"; +"4014 NASNet/reduction_add4_reduce_8/add" -> "4016 NASNet/reduction_concat_reduce_8/concat"; +"4015 NASNet/reduction_concat_reduce_8/concat/axis" -> "4016 NASNet/reduction_concat_reduce_8/concat"; +"4016 NASNet/reduction_concat_reduce_8/concat" -> "4019 NASNet/activation_140/Relu"; +"4016 NASNet/reduction_concat_reduce_8/concat" -> "4355 NASNet/activation_151/Relu"; +"4017 NASNet/adjust_avg_pool_2_9/AvgPool" -> "4035 NASNet/adjust_conv_2_9/Conv2D"; +"4018 NASNet/adjust_avg_pool_1_9/AvgPool" -> "4027 NASNet/adjust_conv_1_9/Conv2D"; +"4019 NASNet/activation_140/Relu" -> "4043 NASNet/normal_conv_1_9/Conv2D"; +"4020 NASNet/adjust_conv_1_9/Sigmoid/ReadVariableOp/resource" -> "4021 NASNet/adjust_conv_1_9/Sigmoid/ReadVariableOp"; +"4021 NASNet/adjust_conv_1_9/Sigmoid/ReadVariableOp" -> "4022 NASNet/adjust_conv_1_9/Sigmoid"; +"4022 NASNet/adjust_conv_1_9/Sigmoid" -> "4023 NASNet/adjust_conv_1_9/Round"; +"4023 NASNet/adjust_conv_1_9/Round" -> "4026 NASNet/adjust_conv_1_9/mul"; +"4024 NASNet/adjust_conv_1_9/ReadVariableOp/resource" -> "4025 NASNet/adjust_conv_1_9/ReadVariableOp"; +"4025 NASNet/adjust_conv_1_9/ReadVariableOp" -> "4026 NASNet/adjust_conv_1_9/mul"; +"4026 NASNet/adjust_conv_1_9/mul" -> "4027 NASNet/adjust_conv_1_9/Conv2D"; +"4027 NASNet/adjust_conv_1_9/Conv2D" -> "4045 NASNet/concatenate_3/concat"; +"4028 NASNet/adjust_conv_2_9/Sigmoid/ReadVariableOp/resource" -> "4029 NASNet/adjust_conv_2_9/Sigmoid/ReadVariableOp"; +"4029 NASNet/adjust_conv_2_9/Sigmoid/ReadVariableOp" -> "4030 NASNet/adjust_conv_2_9/Sigmoid"; +"4030 NASNet/adjust_conv_2_9/Sigmoid" -> "4031 NASNet/adjust_conv_2_9/Round"; +"4031 NASNet/adjust_conv_2_9/Round" -> "4034 NASNet/adjust_conv_2_9/mul"; +"4032 NASNet/adjust_conv_2_9/ReadVariableOp/resource" -> "4033 NASNet/adjust_conv_2_9/ReadVariableOp"; +"4033 NASNet/adjust_conv_2_9/ReadVariableOp" -> "4034 NASNet/adjust_conv_2_9/mul"; +"4034 NASNet/adjust_conv_2_9/mul" -> "4035 NASNet/adjust_conv_2_9/Conv2D"; +"4035 NASNet/adjust_conv_2_9/Conv2D" -> "4045 NASNet/concatenate_3/concat"; +"4036 NASNet/normal_conv_1_9/Sigmoid/ReadVariableOp/resource" -> "4037 NASNet/normal_conv_1_9/Sigmoid/ReadVariableOp"; +"4037 NASNet/normal_conv_1_9/Sigmoid/ReadVariableOp" -> "4038 NASNet/normal_conv_1_9/Sigmoid"; +"4038 NASNet/normal_conv_1_9/Sigmoid" -> "4039 NASNet/normal_conv_1_9/Round"; +"4039 NASNet/normal_conv_1_9/Round" -> "4042 NASNet/normal_conv_1_9/mul"; +"4040 NASNet/normal_conv_1_9/ReadVariableOp/resource" -> "4041 NASNet/normal_conv_1_9/ReadVariableOp"; +"4041 NASNet/normal_conv_1_9/ReadVariableOp" -> "4042 NASNet/normal_conv_1_9/mul"; +"4042 NASNet/normal_conv_1_9/mul" -> "4043 NASNet/normal_conv_1_9/Conv2D"; +"4043 NASNet/normal_conv_1_9/Conv2D" -> "4063 NASNet/normal_bn_1_9/FusedBatchNormV3"; +"4044 NASNet/concatenate_3/concat/axis" -> "4045 NASNet/concatenate_3/concat"; +"4045 NASNet/concatenate_3/concat" -> "4054 NASNet/adjust_bn_9/FusedBatchNormV3"; +"4046 NASNet/adjust_bn_9/ReadVariableOp/resource" -> "4047 NASNet/adjust_bn_9/ReadVariableOp"; +"4047 NASNet/adjust_bn_9/ReadVariableOp" -> "4054 NASNet/adjust_bn_9/FusedBatchNormV3"; +"4048 NASNet/adjust_bn_9/ReadVariableOp_1/resource" -> "4049 NASNet/adjust_bn_9/ReadVariableOp_1"; +"4049 NASNet/adjust_bn_9/ReadVariableOp_1" -> "4054 NASNet/adjust_bn_9/FusedBatchNormV3"; +"4050 NASNet/adjust_bn_9/FusedBatchNormV3/ReadVariableOp/resource" -> "4051 NASNet/adjust_bn_9/FusedBatchNormV3/ReadVariableOp"; +"4051 NASNet/adjust_bn_9/FusedBatchNormV3/ReadVariableOp" -> "4054 NASNet/adjust_bn_9/FusedBatchNormV3"; +"4052 NASNet/adjust_bn_9/FusedBatchNormV3/ReadVariableOp_1/resource" -> "4053 NASNet/adjust_bn_9/FusedBatchNormV3/ReadVariableOp_1"; +"4053 NASNet/adjust_bn_9/FusedBatchNormV3/ReadVariableOp_1" -> "4054 NASNet/adjust_bn_9/FusedBatchNormV3"; +"4054 NASNet/adjust_bn_9/FusedBatchNormV3" -> "4065 NASNet/activation_147/Relu"; +"4054 NASNet/adjust_bn_9/FusedBatchNormV3" -> "4066 NASNet/activation_145/Relu"; +"4054 NASNet/adjust_bn_9/FusedBatchNormV3" -> "4067 NASNet/activation_143/Relu"; 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NASNet/normal_bn_1_9/FusedBatchNormV3/ReadVariableOp_1/resource" -> "4062 NASNet/normal_bn_1_9/FusedBatchNormV3/ReadVariableOp_1"; +"4062 NASNet/normal_bn_1_9/FusedBatchNormV3/ReadVariableOp_1" -> "4063 NASNet/normal_bn_1_9/FusedBatchNormV3"; +"4063 NASNet/normal_bn_1_9/FusedBatchNormV3" -> "4064 NASNet/activation_149/Relu"; +"4063 NASNet/normal_bn_1_9/FusedBatchNormV3" -> "4068 NASNet/activation_141/Relu"; +"4063 NASNet/normal_bn_1_9/FusedBatchNormV3" -> "4310 NASNet/normal_left3_9/AvgPool"; +"4063 NASNet/normal_bn_1_9/FusedBatchNormV3" -> "4351 NASNet/normal_add_5_9/add"; +"4064 NASNet/activation_149/Relu" -> "4085 NASNet/separable_conv_1_normal_left5_9/separable_conv2d/depthwise"; +"4065 NASNet/activation_147/Relu" -> "4103 NASNet/separable_conv_1_normal_right2_9/separable_conv2d/depthwise"; +"4066 NASNet/activation_145/Relu" -> "4121 NASNet/separable_conv_1_normal_left2_9/separable_conv2d/depthwise"; +"4067 NASNet/activation_143/Relu" -> "4139 NASNet/separable_conv_1_normal_right1_9/separable_conv2d/depthwise"; +"4068 NASNet/activation_141/Relu" -> "4157 NASNet/separable_conv_1_normal_left1_9/separable_conv2d/depthwise"; +"4069 NASNet/separable_conv_1_normal_left5_9/Sigmoid/ReadVariableOp/resource" -> "4070 NASNet/separable_conv_1_normal_left5_9/Sigmoid/ReadVariableOp"; +"4070 NASNet/separable_conv_1_normal_left5_9/Sigmoid/ReadVariableOp" -> "4071 NASNet/separable_conv_1_normal_left5_9/Sigmoid"; +"4071 NASNet/separable_conv_1_normal_left5_9/Sigmoid" -> "4072 NASNet/separable_conv_1_normal_left5_9/Round"; +"4072 NASNet/separable_conv_1_normal_left5_9/Round" -> "4075 NASNet/separable_conv_1_normal_left5_9/mul"; +"4073 NASNet/separable_conv_1_normal_left5_9/ReadVariableOp/resource" -> "4074 NASNet/separable_conv_1_normal_left5_9/ReadVariableOp"; +"4074 NASNet/separable_conv_1_normal_left5_9/ReadVariableOp" -> "4075 NASNet/separable_conv_1_normal_left5_9/mul"; +"4075 NASNet/separable_conv_1_normal_left5_9/mul" -> "4085 NASNet/separable_conv_1_normal_left5_9/separable_conv2d/depthwise"; +"4076 NASNet/separable_conv_1_normal_left5_9/Sigmoid_1/ReadVariableOp/resource" -> "4077 NASNet/separable_conv_1_normal_left5_9/Sigmoid_1/ReadVariableOp"; +"4077 NASNet/separable_conv_1_normal_left5_9/Sigmoid_1/ReadVariableOp" -> "4078 NASNet/separable_conv_1_normal_left5_9/Sigmoid_1"; +"4078 NASNet/separable_conv_1_normal_left5_9/Sigmoid_1" -> "4079 NASNet/separable_conv_1_normal_left5_9/Round_1"; +"4079 NASNet/separable_conv_1_normal_left5_9/Round_1" -> "4082 NASNet/separable_conv_1_normal_left5_9/mul_1"; +"4080 NASNet/separable_conv_1_normal_left5_9/ReadVariableOp_1/resource" -> "4081 NASNet/separable_conv_1_normal_left5_9/ReadVariableOp_1"; +"4081 NASNet/separable_conv_1_normal_left5_9/ReadVariableOp_1" -> "4082 NASNet/separable_conv_1_normal_left5_9/mul_1"; +"4082 NASNet/separable_conv_1_normal_left5_9/mul_1" -> "4086 NASNet/separable_conv_1_normal_left5_9/separable_conv2d"; +"4085 NASNet/separable_conv_1_normal_left5_9/separable_conv2d/depthwise" -> "4086 NASNet/separable_conv_1_normal_left5_9/separable_conv2d"; +"4086 NASNet/separable_conv_1_normal_left5_9/separable_conv2d" -> "4167 NASNet/separable_conv_1_bn_normal_left5_9/FusedBatchNormV3"; +"4087 NASNet/separable_conv_1_normal_right2_9/Sigmoid/ReadVariableOp/resource" -> "4088 NASNet/separable_conv_1_normal_right2_9/Sigmoid/ReadVariableOp"; +"4088 NASNet/separable_conv_1_normal_right2_9/Sigmoid/ReadVariableOp" -> "4089 NASNet/separable_conv_1_normal_right2_9/Sigmoid"; +"4089 NASNet/separable_conv_1_normal_right2_9/Sigmoid" -> "4090 NASNet/separable_conv_1_normal_right2_9/Round"; +"4090 NASNet/separable_conv_1_normal_right2_9/Round" -> "4093 NASNet/separable_conv_1_normal_right2_9/mul"; +"4091 NASNet/separable_conv_1_normal_right2_9/ReadVariableOp/resource" -> "4092 NASNet/separable_conv_1_normal_right2_9/ReadVariableOp"; +"4092 NASNet/separable_conv_1_normal_right2_9/ReadVariableOp" -> "4093 NASNet/separable_conv_1_normal_right2_9/mul"; +"4093 NASNet/separable_conv_1_normal_right2_9/mul" -> "4103 NASNet/separable_conv_1_normal_right2_9/separable_conv2d/depthwise"; +"4094 NASNet/separable_conv_1_normal_right2_9/Sigmoid_1/ReadVariableOp/resource" -> "4095 NASNet/separable_conv_1_normal_right2_9/Sigmoid_1/ReadVariableOp"; +"4095 NASNet/separable_conv_1_normal_right2_9/Sigmoid_1/ReadVariableOp" -> "4096 NASNet/separable_conv_1_normal_right2_9/Sigmoid_1"; +"4096 NASNet/separable_conv_1_normal_right2_9/Sigmoid_1" -> "4097 NASNet/separable_conv_1_normal_right2_9/Round_1"; +"4097 NASNet/separable_conv_1_normal_right2_9/Round_1" -> "4100 NASNet/separable_conv_1_normal_right2_9/mul_1"; +"4098 NASNet/separable_conv_1_normal_right2_9/ReadVariableOp_1/resource" -> "4099 NASNet/separable_conv_1_normal_right2_9/ReadVariableOp_1"; +"4099 NASNet/separable_conv_1_normal_right2_9/ReadVariableOp_1" -> "4100 NASNet/separable_conv_1_normal_right2_9/mul_1"; +"4100 NASNet/separable_conv_1_normal_right2_9/mul_1" -> "4104 NASNet/separable_conv_1_normal_right2_9/separable_conv2d"; +"4103 NASNet/separable_conv_1_normal_right2_9/separable_conv2d/depthwise" -> "4104 NASNet/separable_conv_1_normal_right2_9/separable_conv2d"; +"4104 NASNet/separable_conv_1_normal_right2_9/separable_conv2d" -> "4176 NASNet/separable_conv_1_bn_normal_right2_9/FusedBatchNormV3"; +"4105 NASNet/separable_conv_1_normal_left2_9/Sigmoid/ReadVariableOp/resource" -> "4106 NASNet/separable_conv_1_normal_left2_9/Sigmoid/ReadVariableOp"; +"4106 NASNet/separable_conv_1_normal_left2_9/Sigmoid/ReadVariableOp" -> "4107 NASNet/separable_conv_1_normal_left2_9/Sigmoid"; +"4107 NASNet/separable_conv_1_normal_left2_9/Sigmoid" -> "4108 NASNet/separable_conv_1_normal_left2_9/Round"; +"4108 NASNet/separable_conv_1_normal_left2_9/Round" -> "4111 NASNet/separable_conv_1_normal_left2_9/mul"; +"4109 NASNet/separable_conv_1_normal_left2_9/ReadVariableOp/resource" -> "4110 NASNet/separable_conv_1_normal_left2_9/ReadVariableOp"; +"4110 NASNet/separable_conv_1_normal_left2_9/ReadVariableOp" -> "4111 NASNet/separable_conv_1_normal_left2_9/mul"; +"4111 NASNet/separable_conv_1_normal_left2_9/mul" -> "4121 NASNet/separable_conv_1_normal_left2_9/separable_conv2d/depthwise"; +"4112 NASNet/separable_conv_1_normal_left2_9/Sigmoid_1/ReadVariableOp/resource" -> "4113 NASNet/separable_conv_1_normal_left2_9/Sigmoid_1/ReadVariableOp"; +"4113 NASNet/separable_conv_1_normal_left2_9/Sigmoid_1/ReadVariableOp" -> "4114 NASNet/separable_conv_1_normal_left2_9/Sigmoid_1"; +"4114 NASNet/separable_conv_1_normal_left2_9/Sigmoid_1" -> "4115 NASNet/separable_conv_1_normal_left2_9/Round_1"; +"4115 NASNet/separable_conv_1_normal_left2_9/Round_1" -> "4118 NASNet/separable_conv_1_normal_left2_9/mul_1"; +"4116 NASNet/separable_conv_1_normal_left2_9/ReadVariableOp_1/resource" -> "4117 NASNet/separable_conv_1_normal_left2_9/ReadVariableOp_1"; +"4117 NASNet/separable_conv_1_normal_left2_9/ReadVariableOp_1" -> "4118 NASNet/separable_conv_1_normal_left2_9/mul_1"; +"4118 NASNet/separable_conv_1_normal_left2_9/mul_1" -> "4122 NASNet/separable_conv_1_normal_left2_9/separable_conv2d"; +"4121 NASNet/separable_conv_1_normal_left2_9/separable_conv2d/depthwise" -> "4122 NASNet/separable_conv_1_normal_left2_9/separable_conv2d"; +"4122 NASNet/separable_conv_1_normal_left2_9/separable_conv2d" -> "4185 NASNet/separable_conv_1_bn_normal_left2_9/FusedBatchNormV3"; +"4123 NASNet/separable_conv_1_normal_right1_9/Sigmoid/ReadVariableOp/resource" -> "4124 NASNet/separable_conv_1_normal_right1_9/Sigmoid/ReadVariableOp"; +"4124 NASNet/separable_conv_1_normal_right1_9/Sigmoid/ReadVariableOp" -> "4125 NASNet/separable_conv_1_normal_right1_9/Sigmoid"; +"4125 NASNet/separable_conv_1_normal_right1_9/Sigmoid" -> "4126 NASNet/separable_conv_1_normal_right1_9/Round"; +"4126 NASNet/separable_conv_1_normal_right1_9/Round" -> "4129 NASNet/separable_conv_1_normal_right1_9/mul"; +"4127 NASNet/separable_conv_1_normal_right1_9/ReadVariableOp/resource" -> "4128 NASNet/separable_conv_1_normal_right1_9/ReadVariableOp"; +"4128 NASNet/separable_conv_1_normal_right1_9/ReadVariableOp" -> "4129 NASNet/separable_conv_1_normal_right1_9/mul"; +"4129 NASNet/separable_conv_1_normal_right1_9/mul" -> "4139 NASNet/separable_conv_1_normal_right1_9/separable_conv2d/depthwise"; +"4130 NASNet/separable_conv_1_normal_right1_9/Sigmoid_1/ReadVariableOp/resource" -> "4131 NASNet/separable_conv_1_normal_right1_9/Sigmoid_1/ReadVariableOp"; +"4131 NASNet/separable_conv_1_normal_right1_9/Sigmoid_1/ReadVariableOp" -> "4132 NASNet/separable_conv_1_normal_right1_9/Sigmoid_1"; +"4132 NASNet/separable_conv_1_normal_right1_9/Sigmoid_1" -> "4133 NASNet/separable_conv_1_normal_right1_9/Round_1"; +"4133 NASNet/separable_conv_1_normal_right1_9/Round_1" -> "4136 NASNet/separable_conv_1_normal_right1_9/mul_1"; +"4134 NASNet/separable_conv_1_normal_right1_9/ReadVariableOp_1/resource" -> "4135 NASNet/separable_conv_1_normal_right1_9/ReadVariableOp_1"; +"4135 NASNet/separable_conv_1_normal_right1_9/ReadVariableOp_1" -> "4136 NASNet/separable_conv_1_normal_right1_9/mul_1"; +"4136 NASNet/separable_conv_1_normal_right1_9/mul_1" -> "4140 NASNet/separable_conv_1_normal_right1_9/separable_conv2d"; +"4139 NASNet/separable_conv_1_normal_right1_9/separable_conv2d/depthwise" -> "4140 NASNet/separable_conv_1_normal_right1_9/separable_conv2d"; +"4140 NASNet/separable_conv_1_normal_right1_9/separable_conv2d" -> "4194 NASNet/separable_conv_1_bn_normal_right1_9/FusedBatchNormV3"; +"4141 NASNet/separable_conv_1_normal_left1_9/Sigmoid/ReadVariableOp/resource" -> "4142 NASNet/separable_conv_1_normal_left1_9/Sigmoid/ReadVariableOp"; +"4142 NASNet/separable_conv_1_normal_left1_9/Sigmoid/ReadVariableOp" -> "4143 NASNet/separable_conv_1_normal_left1_9/Sigmoid"; +"4143 NASNet/separable_conv_1_normal_left1_9/Sigmoid" -> "4144 NASNet/separable_conv_1_normal_left1_9/Round"; +"4144 NASNet/separable_conv_1_normal_left1_9/Round" -> "4147 NASNet/separable_conv_1_normal_left1_9/mul"; +"4145 NASNet/separable_conv_1_normal_left1_9/ReadVariableOp/resource" -> "4146 NASNet/separable_conv_1_normal_left1_9/ReadVariableOp"; +"4146 NASNet/separable_conv_1_normal_left1_9/ReadVariableOp" -> "4147 NASNet/separable_conv_1_normal_left1_9/mul"; +"4147 NASNet/separable_conv_1_normal_left1_9/mul" -> "4157 NASNet/separable_conv_1_normal_left1_9/separable_conv2d/depthwise"; +"4148 NASNet/separable_conv_1_normal_left1_9/Sigmoid_1/ReadVariableOp/resource" -> "4149 NASNet/separable_conv_1_normal_left1_9/Sigmoid_1/ReadVariableOp"; +"4149 NASNet/separable_conv_1_normal_left1_9/Sigmoid_1/ReadVariableOp" -> "4150 NASNet/separable_conv_1_normal_left1_9/Sigmoid_1"; +"4150 NASNet/separable_conv_1_normal_left1_9/Sigmoid_1" -> "4151 NASNet/separable_conv_1_normal_left1_9/Round_1"; +"4151 NASNet/separable_conv_1_normal_left1_9/Round_1" -> "4154 NASNet/separable_conv_1_normal_left1_9/mul_1"; +"4152 NASNet/separable_conv_1_normal_left1_9/ReadVariableOp_1/resource" -> "4153 NASNet/separable_conv_1_normal_left1_9/ReadVariableOp_1"; +"4153 NASNet/separable_conv_1_normal_left1_9/ReadVariableOp_1" -> "4154 NASNet/separable_conv_1_normal_left1_9/mul_1"; +"4154 NASNet/separable_conv_1_normal_left1_9/mul_1" -> "4158 NASNet/separable_conv_1_normal_left1_9/separable_conv2d"; +"4157 NASNet/separable_conv_1_normal_left1_9/separable_conv2d/depthwise" -> "4158 NASNet/separable_conv_1_normal_left1_9/separable_conv2d"; +"4158 NASNet/separable_conv_1_normal_left1_9/separable_conv2d" -> "4203 NASNet/separable_conv_1_bn_normal_left1_9/FusedBatchNormV3"; +"4159 NASNet/separable_conv_1_bn_normal_left5_9/ReadVariableOp/resource" -> "4160 NASNet/separable_conv_1_bn_normal_left5_9/ReadVariableOp"; +"4160 NASNet/separable_conv_1_bn_normal_left5_9/ReadVariableOp" -> "4167 NASNet/separable_conv_1_bn_normal_left5_9/FusedBatchNormV3"; +"4161 NASNet/separable_conv_1_bn_normal_left5_9/ReadVariableOp_1/resource" -> "4162 NASNet/separable_conv_1_bn_normal_left5_9/ReadVariableOp_1"; +"4162 NASNet/separable_conv_1_bn_normal_left5_9/ReadVariableOp_1" -> "4167 NASNet/separable_conv_1_bn_normal_left5_9/FusedBatchNormV3"; +"4163 NASNet/separable_conv_1_bn_normal_left5_9/FusedBatchNormV3/ReadVariableOp/resource" -> "4164 NASNet/separable_conv_1_bn_normal_left5_9/FusedBatchNormV3/ReadVariableOp"; +"4164 NASNet/separable_conv_1_bn_normal_left5_9/FusedBatchNormV3/ReadVariableOp" -> "4167 NASNet/separable_conv_1_bn_normal_left5_9/FusedBatchNormV3"; +"4165 NASNet/separable_conv_1_bn_normal_left5_9/FusedBatchNormV3/ReadVariableOp_1/resource" -> "4166 NASNet/separable_conv_1_bn_normal_left5_9/FusedBatchNormV3/ReadVariableOp_1"; +"4166 NASNet/separable_conv_1_bn_normal_left5_9/FusedBatchNormV3/ReadVariableOp_1" -> "4167 NASNet/separable_conv_1_bn_normal_left5_9/FusedBatchNormV3"; +"4167 NASNet/separable_conv_1_bn_normal_left5_9/FusedBatchNormV3" -> "4204 NASNet/activation_150/Relu"; +"4168 NASNet/separable_conv_1_bn_normal_right2_9/ReadVariableOp/resource" -> "4169 NASNet/separable_conv_1_bn_normal_right2_9/ReadVariableOp"; +"4169 NASNet/separable_conv_1_bn_normal_right2_9/ReadVariableOp" -> "4176 NASNet/separable_conv_1_bn_normal_right2_9/FusedBatchNormV3"; +"4170 NASNet/separable_conv_1_bn_normal_right2_9/ReadVariableOp_1/resource" -> "4171 NASNet/separable_conv_1_bn_normal_right2_9/ReadVariableOp_1"; +"4171 NASNet/separable_conv_1_bn_normal_right2_9/ReadVariableOp_1" -> "4176 NASNet/separable_conv_1_bn_normal_right2_9/FusedBatchNormV3"; +"4172 NASNet/separable_conv_1_bn_normal_right2_9/FusedBatchNormV3/ReadVariableOp/resource" -> "4173 NASNet/separable_conv_1_bn_normal_right2_9/FusedBatchNormV3/ReadVariableOp"; +"4173 NASNet/separable_conv_1_bn_normal_right2_9/FusedBatchNormV3/ReadVariableOp" -> "4176 NASNet/separable_conv_1_bn_normal_right2_9/FusedBatchNormV3"; +"4174 NASNet/separable_conv_1_bn_normal_right2_9/FusedBatchNormV3/ReadVariableOp_1/resource" -> "4175 NASNet/separable_conv_1_bn_normal_right2_9/FusedBatchNormV3/ReadVariableOp_1"; +"4175 NASNet/separable_conv_1_bn_normal_right2_9/FusedBatchNormV3/ReadVariableOp_1" -> "4176 NASNet/separable_conv_1_bn_normal_right2_9/FusedBatchNormV3"; +"4176 NASNet/separable_conv_1_bn_normal_right2_9/FusedBatchNormV3" -> "4205 NASNet/activation_148/Relu"; +"4177 NASNet/separable_conv_1_bn_normal_left2_9/ReadVariableOp/resource" -> "4178 NASNet/separable_conv_1_bn_normal_left2_9/ReadVariableOp"; +"4178 NASNet/separable_conv_1_bn_normal_left2_9/ReadVariableOp" -> "4185 NASNet/separable_conv_1_bn_normal_left2_9/FusedBatchNormV3"; +"4179 NASNet/separable_conv_1_bn_normal_left2_9/ReadVariableOp_1/resource" -> "4180 NASNet/separable_conv_1_bn_normal_left2_9/ReadVariableOp_1"; +"4180 NASNet/separable_conv_1_bn_normal_left2_9/ReadVariableOp_1" -> "4185 NASNet/separable_conv_1_bn_normal_left2_9/FusedBatchNormV3"; +"4181 NASNet/separable_conv_1_bn_normal_left2_9/FusedBatchNormV3/ReadVariableOp/resource" -> "4182 NASNet/separable_conv_1_bn_normal_left2_9/FusedBatchNormV3/ReadVariableOp"; +"4182 NASNet/separable_conv_1_bn_normal_left2_9/FusedBatchNormV3/ReadVariableOp" -> "4185 NASNet/separable_conv_1_bn_normal_left2_9/FusedBatchNormV3"; +"4183 NASNet/separable_conv_1_bn_normal_left2_9/FusedBatchNormV3/ReadVariableOp_1/resource" -> "4184 NASNet/separable_conv_1_bn_normal_left2_9/FusedBatchNormV3/ReadVariableOp_1"; +"4184 NASNet/separable_conv_1_bn_normal_left2_9/FusedBatchNormV3/ReadVariableOp_1" -> "4185 NASNet/separable_conv_1_bn_normal_left2_9/FusedBatchNormV3"; +"4185 NASNet/separable_conv_1_bn_normal_left2_9/FusedBatchNormV3" -> "4206 NASNet/activation_146/Relu"; +"4186 NASNet/separable_conv_1_bn_normal_right1_9/ReadVariableOp/resource" -> "4187 NASNet/separable_conv_1_bn_normal_right1_9/ReadVariableOp"; +"4187 NASNet/separable_conv_1_bn_normal_right1_9/ReadVariableOp" -> "4194 NASNet/separable_conv_1_bn_normal_right1_9/FusedBatchNormV3"; +"4188 NASNet/separable_conv_1_bn_normal_right1_9/ReadVariableOp_1/resource" -> "4189 NASNet/separable_conv_1_bn_normal_right1_9/ReadVariableOp_1"; +"4189 NASNet/separable_conv_1_bn_normal_right1_9/ReadVariableOp_1" -> "4194 NASNet/separable_conv_1_bn_normal_right1_9/FusedBatchNormV3"; +"4190 NASNet/separable_conv_1_bn_normal_right1_9/FusedBatchNormV3/ReadVariableOp/resource" -> "4191 NASNet/separable_conv_1_bn_normal_right1_9/FusedBatchNormV3/ReadVariableOp"; +"4191 NASNet/separable_conv_1_bn_normal_right1_9/FusedBatchNormV3/ReadVariableOp" -> "4194 NASNet/separable_conv_1_bn_normal_right1_9/FusedBatchNormV3"; +"4192 NASNet/separable_conv_1_bn_normal_right1_9/FusedBatchNormV3/ReadVariableOp_1/resource" -> "4193 NASNet/separable_conv_1_bn_normal_right1_9/FusedBatchNormV3/ReadVariableOp_1"; +"4193 NASNet/separable_conv_1_bn_normal_right1_9/FusedBatchNormV3/ReadVariableOp_1" -> "4194 NASNet/separable_conv_1_bn_normal_right1_9/FusedBatchNormV3"; +"4194 NASNet/separable_conv_1_bn_normal_right1_9/FusedBatchNormV3" -> "4207 NASNet/activation_144/Relu"; +"4195 NASNet/separable_conv_1_bn_normal_left1_9/ReadVariableOp/resource" -> "4196 NASNet/separable_conv_1_bn_normal_left1_9/ReadVariableOp"; +"4196 NASNet/separable_conv_1_bn_normal_left1_9/ReadVariableOp" -> "4203 NASNet/separable_conv_1_bn_normal_left1_9/FusedBatchNormV3"; +"4197 NASNet/separable_conv_1_bn_normal_left1_9/ReadVariableOp_1/resource" -> "4198 NASNet/separable_conv_1_bn_normal_left1_9/ReadVariableOp_1"; +"4198 NASNet/separable_conv_1_bn_normal_left1_9/ReadVariableOp_1" -> "4203 NASNet/separable_conv_1_bn_normal_left1_9/FusedBatchNormV3"; +"4199 NASNet/separable_conv_1_bn_normal_left1_9/FusedBatchNormV3/ReadVariableOp/resource" -> "4200 NASNet/separable_conv_1_bn_normal_left1_9/FusedBatchNormV3/ReadVariableOp"; +"4200 NASNet/separable_conv_1_bn_normal_left1_9/FusedBatchNormV3/ReadVariableOp" -> "4203 NASNet/separable_conv_1_bn_normal_left1_9/FusedBatchNormV3"; +"4201 NASNet/separable_conv_1_bn_normal_left1_9/FusedBatchNormV3/ReadVariableOp_1/resource" -> "4202 NASNet/separable_conv_1_bn_normal_left1_9/FusedBatchNormV3/ReadVariableOp_1"; +"4202 NASNet/separable_conv_1_bn_normal_left1_9/FusedBatchNormV3/ReadVariableOp_1" -> "4203 NASNet/separable_conv_1_bn_normal_left1_9/FusedBatchNormV3"; +"4203 NASNet/separable_conv_1_bn_normal_left1_9/FusedBatchNormV3" -> "4208 NASNet/activation_142/Relu"; +"4204 NASNet/activation_150/Relu" -> "4225 NASNet/separable_conv_2_normal_left5_9/separable_conv2d/depthwise"; +"4205 NASNet/activation_148/Relu" -> "4243 NASNet/separable_conv_2_normal_right2_9/separable_conv2d/depthwise"; +"4206 NASNet/activation_146/Relu" -> "4261 NASNet/separable_conv_2_normal_left2_9/separable_conv2d/depthwise"; +"4207 NASNet/activation_144/Relu" -> "4279 NASNet/separable_conv_2_normal_right1_9/separable_conv2d/depthwise"; +"4208 NASNet/activation_142/Relu" -> "4297 NASNet/separable_conv_2_normal_left1_9/separable_conv2d/depthwise"; +"4209 NASNet/separable_conv_2_normal_left5_9/Sigmoid/ReadVariableOp/resource" -> "4210 NASNet/separable_conv_2_normal_left5_9/Sigmoid/ReadVariableOp"; +"4210 NASNet/separable_conv_2_normal_left5_9/Sigmoid/ReadVariableOp" -> "4211 NASNet/separable_conv_2_normal_left5_9/Sigmoid"; +"4211 NASNet/separable_conv_2_normal_left5_9/Sigmoid" -> "4212 NASNet/separable_conv_2_normal_left5_9/Round"; +"4212 NASNet/separable_conv_2_normal_left5_9/Round" -> "4215 NASNet/separable_conv_2_normal_left5_9/mul"; +"4213 NASNet/separable_conv_2_normal_left5_9/ReadVariableOp/resource" -> "4214 NASNet/separable_conv_2_normal_left5_9/ReadVariableOp"; +"4214 NASNet/separable_conv_2_normal_left5_9/ReadVariableOp" -> "4215 NASNet/separable_conv_2_normal_left5_9/mul"; +"4215 NASNet/separable_conv_2_normal_left5_9/mul" -> "4225 NASNet/separable_conv_2_normal_left5_9/separable_conv2d/depthwise"; +"4216 NASNet/separable_conv_2_normal_left5_9/Sigmoid_1/ReadVariableOp/resource" -> "4217 NASNet/separable_conv_2_normal_left5_9/Sigmoid_1/ReadVariableOp"; +"4217 NASNet/separable_conv_2_normal_left5_9/Sigmoid_1/ReadVariableOp" -> "4218 NASNet/separable_conv_2_normal_left5_9/Sigmoid_1"; +"4218 NASNet/separable_conv_2_normal_left5_9/Sigmoid_1" -> "4219 NASNet/separable_conv_2_normal_left5_9/Round_1"; +"4219 NASNet/separable_conv_2_normal_left5_9/Round_1" -> "4222 NASNet/separable_conv_2_normal_left5_9/mul_1"; +"4220 NASNet/separable_conv_2_normal_left5_9/ReadVariableOp_1/resource" -> "4221 NASNet/separable_conv_2_normal_left5_9/ReadVariableOp_1"; +"4221 NASNet/separable_conv_2_normal_left5_9/ReadVariableOp_1" -> "4222 NASNet/separable_conv_2_normal_left5_9/mul_1"; +"4222 NASNet/separable_conv_2_normal_left5_9/mul_1" -> "4226 NASNet/separable_conv_2_normal_left5_9/separable_conv2d"; +"4225 NASNet/separable_conv_2_normal_left5_9/separable_conv2d/depthwise" -> "4226 NASNet/separable_conv_2_normal_left5_9/separable_conv2d"; +"4226 NASNet/separable_conv_2_normal_left5_9/separable_conv2d" -> "4307 NASNet/separable_conv_2_bn_normal_left5_9/FusedBatchNormV3"; +"4227 NASNet/separable_conv_2_normal_right2_9/Sigmoid/ReadVariableOp/resource" -> "4228 NASNet/separable_conv_2_normal_right2_9/Sigmoid/ReadVariableOp"; +"4228 NASNet/separable_conv_2_normal_right2_9/Sigmoid/ReadVariableOp" -> "4229 NASNet/separable_conv_2_normal_right2_9/Sigmoid"; +"4229 NASNet/separable_conv_2_normal_right2_9/Sigmoid" -> "4230 NASNet/separable_conv_2_normal_right2_9/Round"; +"4230 NASNet/separable_conv_2_normal_right2_9/Round" -> "4233 NASNet/separable_conv_2_normal_right2_9/mul"; +"4231 NASNet/separable_conv_2_normal_right2_9/ReadVariableOp/resource" -> "4232 NASNet/separable_conv_2_normal_right2_9/ReadVariableOp"; +"4232 NASNet/separable_conv_2_normal_right2_9/ReadVariableOp" -> "4233 NASNet/separable_conv_2_normal_right2_9/mul"; +"4233 NASNet/separable_conv_2_normal_right2_9/mul" -> "4243 NASNet/separable_conv_2_normal_right2_9/separable_conv2d/depthwise"; +"4234 NASNet/separable_conv_2_normal_right2_9/Sigmoid_1/ReadVariableOp/resource" -> "4235 NASNet/separable_conv_2_normal_right2_9/Sigmoid_1/ReadVariableOp"; +"4235 NASNet/separable_conv_2_normal_right2_9/Sigmoid_1/ReadVariableOp" -> "4236 NASNet/separable_conv_2_normal_right2_9/Sigmoid_1"; +"4236 NASNet/separable_conv_2_normal_right2_9/Sigmoid_1" -> "4237 NASNet/separable_conv_2_normal_right2_9/Round_1"; +"4237 NASNet/separable_conv_2_normal_right2_9/Round_1" -> "4240 NASNet/separable_conv_2_normal_right2_9/mul_1"; +"4238 NASNet/separable_conv_2_normal_right2_9/ReadVariableOp_1/resource" -> "4239 NASNet/separable_conv_2_normal_right2_9/ReadVariableOp_1"; +"4239 NASNet/separable_conv_2_normal_right2_9/ReadVariableOp_1" -> "4240 NASNet/separable_conv_2_normal_right2_9/mul_1"; +"4240 NASNet/separable_conv_2_normal_right2_9/mul_1" -> "4244 NASNet/separable_conv_2_normal_right2_9/separable_conv2d"; +"4243 NASNet/separable_conv_2_normal_right2_9/separable_conv2d/depthwise" -> "4244 NASNet/separable_conv_2_normal_right2_9/separable_conv2d"; +"4244 NASNet/separable_conv_2_normal_right2_9/separable_conv2d" -> "4328 NASNet/separable_conv_2_bn_normal_right2_9/FusedBatchNormV3"; +"4245 NASNet/separable_conv_2_normal_left2_9/Sigmoid/ReadVariableOp/resource" -> "4246 NASNet/separable_conv_2_normal_left2_9/Sigmoid/ReadVariableOp"; +"4246 NASNet/separable_conv_2_normal_left2_9/Sigmoid/ReadVariableOp" -> "4247 NASNet/separable_conv_2_normal_left2_9/Sigmoid"; +"4247 NASNet/separable_conv_2_normal_left2_9/Sigmoid" -> "4248 NASNet/separable_conv_2_normal_left2_9/Round"; +"4248 NASNet/separable_conv_2_normal_left2_9/Round" -> "4251 NASNet/separable_conv_2_normal_left2_9/mul"; +"4249 NASNet/separable_conv_2_normal_left2_9/ReadVariableOp/resource" -> "4250 NASNet/separable_conv_2_normal_left2_9/ReadVariableOp"; +"4250 NASNet/separable_conv_2_normal_left2_9/ReadVariableOp" -> "4251 NASNet/separable_conv_2_normal_left2_9/mul"; +"4251 NASNet/separable_conv_2_normal_left2_9/mul" -> "4261 NASNet/separable_conv_2_normal_left2_9/separable_conv2d/depthwise"; +"4252 NASNet/separable_conv_2_normal_left2_9/Sigmoid_1/ReadVariableOp/resource" -> "4253 NASNet/separable_conv_2_normal_left2_9/Sigmoid_1/ReadVariableOp"; +"4253 NASNet/separable_conv_2_normal_left2_9/Sigmoid_1/ReadVariableOp" -> "4254 NASNet/separable_conv_2_normal_left2_9/Sigmoid_1"; +"4254 NASNet/separable_conv_2_normal_left2_9/Sigmoid_1" -> "4255 NASNet/separable_conv_2_normal_left2_9/Round_1"; +"4255 NASNet/separable_conv_2_normal_left2_9/Round_1" -> "4258 NASNet/separable_conv_2_normal_left2_9/mul_1"; +"4256 NASNet/separable_conv_2_normal_left2_9/ReadVariableOp_1/resource" -> "4257 NASNet/separable_conv_2_normal_left2_9/ReadVariableOp_1"; +"4257 NASNet/separable_conv_2_normal_left2_9/ReadVariableOp_1" -> "4258 NASNet/separable_conv_2_normal_left2_9/mul_1"; +"4258 NASNet/separable_conv_2_normal_left2_9/mul_1" -> "4262 NASNet/separable_conv_2_normal_left2_9/separable_conv2d"; +"4261 NASNet/separable_conv_2_normal_left2_9/separable_conv2d/depthwise" -> "4262 NASNet/separable_conv_2_normal_left2_9/separable_conv2d"; +"4262 NASNet/separable_conv_2_normal_left2_9/separable_conv2d" -> "4319 NASNet/separable_conv_2_bn_normal_left2_9/FusedBatchNormV3"; +"4263 NASNet/separable_conv_2_normal_right1_9/Sigmoid/ReadVariableOp/resource" -> "4264 NASNet/separable_conv_2_normal_right1_9/Sigmoid/ReadVariableOp"; +"4264 NASNet/separable_conv_2_normal_right1_9/Sigmoid/ReadVariableOp" -> "4265 NASNet/separable_conv_2_normal_right1_9/Sigmoid"; +"4265 NASNet/separable_conv_2_normal_right1_9/Sigmoid" -> "4266 NASNet/separable_conv_2_normal_right1_9/Round"; +"4266 NASNet/separable_conv_2_normal_right1_9/Round" -> "4269 NASNet/separable_conv_2_normal_right1_9/mul"; +"4267 NASNet/separable_conv_2_normal_right1_9/ReadVariableOp/resource" -> "4268 NASNet/separable_conv_2_normal_right1_9/ReadVariableOp"; +"4268 NASNet/separable_conv_2_normal_right1_9/ReadVariableOp" -> "4269 NASNet/separable_conv_2_normal_right1_9/mul"; +"4269 NASNet/separable_conv_2_normal_right1_9/mul" -> "4279 NASNet/separable_conv_2_normal_right1_9/separable_conv2d/depthwise"; +"4270 NASNet/separable_conv_2_normal_right1_9/Sigmoid_1/ReadVariableOp/resource" -> "4271 NASNet/separable_conv_2_normal_right1_9/Sigmoid_1/ReadVariableOp"; +"4271 NASNet/separable_conv_2_normal_right1_9/Sigmoid_1/ReadVariableOp" -> "4272 NASNet/separable_conv_2_normal_right1_9/Sigmoid_1"; +"4272 NASNet/separable_conv_2_normal_right1_9/Sigmoid_1" -> "4273 NASNet/separable_conv_2_normal_right1_9/Round_1"; +"4273 NASNet/separable_conv_2_normal_right1_9/Round_1" -> "4276 NASNet/separable_conv_2_normal_right1_9/mul_1"; +"4274 NASNet/separable_conv_2_normal_right1_9/ReadVariableOp_1/resource" -> "4275 NASNet/separable_conv_2_normal_right1_9/ReadVariableOp_1"; +"4275 NASNet/separable_conv_2_normal_right1_9/ReadVariableOp_1" -> "4276 NASNet/separable_conv_2_normal_right1_9/mul_1"; +"4276 NASNet/separable_conv_2_normal_right1_9/mul_1" -> "4280 NASNet/separable_conv_2_normal_right1_9/separable_conv2d"; +"4279 NASNet/separable_conv_2_normal_right1_9/separable_conv2d/depthwise" -> "4280 NASNet/separable_conv_2_normal_right1_9/separable_conv2d"; +"4280 NASNet/separable_conv_2_normal_right1_9/separable_conv2d" -> "4346 NASNet/separable_conv_2_bn_normal_right1_9/FusedBatchNormV3"; +"4281 NASNet/separable_conv_2_normal_left1_9/Sigmoid/ReadVariableOp/resource" -> "4282 NASNet/separable_conv_2_normal_left1_9/Sigmoid/ReadVariableOp"; +"4282 NASNet/separable_conv_2_normal_left1_9/Sigmoid/ReadVariableOp" -> "4283 NASNet/separable_conv_2_normal_left1_9/Sigmoid"; +"4283 NASNet/separable_conv_2_normal_left1_9/Sigmoid" -> "4284 NASNet/separable_conv_2_normal_left1_9/Round"; +"4284 NASNet/separable_conv_2_normal_left1_9/Round" -> "4287 NASNet/separable_conv_2_normal_left1_9/mul"; +"4285 NASNet/separable_conv_2_normal_left1_9/ReadVariableOp/resource" -> "4286 NASNet/separable_conv_2_normal_left1_9/ReadVariableOp"; +"4286 NASNet/separable_conv_2_normal_left1_9/ReadVariableOp" -> "4287 NASNet/separable_conv_2_normal_left1_9/mul"; +"4287 NASNet/separable_conv_2_normal_left1_9/mul" -> "4297 NASNet/separable_conv_2_normal_left1_9/separable_conv2d/depthwise"; +"4288 NASNet/separable_conv_2_normal_left1_9/Sigmoid_1/ReadVariableOp/resource" -> "4289 NASNet/separable_conv_2_normal_left1_9/Sigmoid_1/ReadVariableOp"; +"4289 NASNet/separable_conv_2_normal_left1_9/Sigmoid_1/ReadVariableOp" -> "4290 NASNet/separable_conv_2_normal_left1_9/Sigmoid_1"; +"4290 NASNet/separable_conv_2_normal_left1_9/Sigmoid_1" -> "4291 NASNet/separable_conv_2_normal_left1_9/Round_1"; +"4291 NASNet/separable_conv_2_normal_left1_9/Round_1" -> "4294 NASNet/separable_conv_2_normal_left1_9/mul_1"; +"4292 NASNet/separable_conv_2_normal_left1_9/ReadVariableOp_1/resource" -> "4293 NASNet/separable_conv_2_normal_left1_9/ReadVariableOp_1"; +"4293 NASNet/separable_conv_2_normal_left1_9/ReadVariableOp_1" -> "4294 NASNet/separable_conv_2_normal_left1_9/mul_1"; +"4294 NASNet/separable_conv_2_normal_left1_9/mul_1" -> "4298 NASNet/separable_conv_2_normal_left1_9/separable_conv2d"; +"4297 NASNet/separable_conv_2_normal_left1_9/separable_conv2d/depthwise" -> "4298 NASNet/separable_conv_2_normal_left1_9/separable_conv2d"; +"4298 NASNet/separable_conv_2_normal_left1_9/separable_conv2d" -> "4337 NASNet/separable_conv_2_bn_normal_left1_9/FusedBatchNormV3"; +"4299 NASNet/separable_conv_2_bn_normal_left5_9/ReadVariableOp/resource" -> "4300 NASNet/separable_conv_2_bn_normal_left5_9/ReadVariableOp"; +"4300 NASNet/separable_conv_2_bn_normal_left5_9/ReadVariableOp" -> "4307 NASNet/separable_conv_2_bn_normal_left5_9/FusedBatchNormV3"; +"4301 NASNet/separable_conv_2_bn_normal_left5_9/ReadVariableOp_1/resource" -> "4302 NASNet/separable_conv_2_bn_normal_left5_9/ReadVariableOp_1"; +"4302 NASNet/separable_conv_2_bn_normal_left5_9/ReadVariableOp_1" -> "4307 NASNet/separable_conv_2_bn_normal_left5_9/FusedBatchNormV3"; +"4303 NASNet/separable_conv_2_bn_normal_left5_9/FusedBatchNormV3/ReadVariableOp/resource" -> "4304 NASNet/separable_conv_2_bn_normal_left5_9/FusedBatchNormV3/ReadVariableOp"; +"4304 NASNet/separable_conv_2_bn_normal_left5_9/FusedBatchNormV3/ReadVariableOp" -> "4307 NASNet/separable_conv_2_bn_normal_left5_9/FusedBatchNormV3"; +"4305 NASNet/separable_conv_2_bn_normal_left5_9/FusedBatchNormV3/ReadVariableOp_1/resource" -> "4306 NASNet/separable_conv_2_bn_normal_left5_9/FusedBatchNormV3/ReadVariableOp_1"; +"4306 NASNet/separable_conv_2_bn_normal_left5_9/FusedBatchNormV3/ReadVariableOp_1" -> "4307 NASNet/separable_conv_2_bn_normal_left5_9/FusedBatchNormV3"; +"4307 NASNet/separable_conv_2_bn_normal_left5_9/FusedBatchNormV3" -> "4351 NASNet/normal_add_5_9/add"; +"4308 NASNet/normal_left4_9/AvgPool" -> "4350 NASNet/normal_add_4_9/add"; +"4309 NASNet/normal_right4_9/AvgPool" -> "4350 NASNet/normal_add_4_9/add"; +"4310 NASNet/normal_left3_9/AvgPool" -> "4349 NASNet/normal_add_3_9/add"; +"4311 NASNet/separable_conv_2_bn_normal_left2_9/ReadVariableOp/resource" -> "4312 NASNet/separable_conv_2_bn_normal_left2_9/ReadVariableOp"; +"4312 NASNet/separable_conv_2_bn_normal_left2_9/ReadVariableOp" -> "4319 NASNet/separable_conv_2_bn_normal_left2_9/FusedBatchNormV3"; +"4313 NASNet/separable_conv_2_bn_normal_left2_9/ReadVariableOp_1/resource" -> "4314 NASNet/separable_conv_2_bn_normal_left2_9/ReadVariableOp_1"; +"4314 NASNet/separable_conv_2_bn_normal_left2_9/ReadVariableOp_1" -> "4319 NASNet/separable_conv_2_bn_normal_left2_9/FusedBatchNormV3"; +"4315 NASNet/separable_conv_2_bn_normal_left2_9/FusedBatchNormV3/ReadVariableOp/resource" -> "4316 NASNet/separable_conv_2_bn_normal_left2_9/FusedBatchNormV3/ReadVariableOp"; +"4316 NASNet/separable_conv_2_bn_normal_left2_9/FusedBatchNormV3/ReadVariableOp" -> "4319 NASNet/separable_conv_2_bn_normal_left2_9/FusedBatchNormV3"; +"4317 NASNet/separable_conv_2_bn_normal_left2_9/FusedBatchNormV3/ReadVariableOp_1/resource" -> "4318 NASNet/separable_conv_2_bn_normal_left2_9/FusedBatchNormV3/ReadVariableOp_1"; +"4318 NASNet/separable_conv_2_bn_normal_left2_9/FusedBatchNormV3/ReadVariableOp_1" -> "4319 NASNet/separable_conv_2_bn_normal_left2_9/FusedBatchNormV3"; +"4319 NASNet/separable_conv_2_bn_normal_left2_9/FusedBatchNormV3" -> "4348 NASNet/normal_add_2_9/add"; +"4320 NASNet/separable_conv_2_bn_normal_right2_9/ReadVariableOp/resource" -> "4321 NASNet/separable_conv_2_bn_normal_right2_9/ReadVariableOp"; +"4321 NASNet/separable_conv_2_bn_normal_right2_9/ReadVariableOp" -> "4328 NASNet/separable_conv_2_bn_normal_right2_9/FusedBatchNormV3"; +"4322 NASNet/separable_conv_2_bn_normal_right2_9/ReadVariableOp_1/resource" -> "4323 NASNet/separable_conv_2_bn_normal_right2_9/ReadVariableOp_1"; +"4323 NASNet/separable_conv_2_bn_normal_right2_9/ReadVariableOp_1" -> "4328 NASNet/separable_conv_2_bn_normal_right2_9/FusedBatchNormV3"; +"4324 NASNet/separable_conv_2_bn_normal_right2_9/FusedBatchNormV3/ReadVariableOp/resource" -> "4325 NASNet/separable_conv_2_bn_normal_right2_9/FusedBatchNormV3/ReadVariableOp"; +"4325 NASNet/separable_conv_2_bn_normal_right2_9/FusedBatchNormV3/ReadVariableOp" -> "4328 NASNet/separable_conv_2_bn_normal_right2_9/FusedBatchNormV3"; +"4326 NASNet/separable_conv_2_bn_normal_right2_9/FusedBatchNormV3/ReadVariableOp_1/resource" -> "4327 NASNet/separable_conv_2_bn_normal_right2_9/FusedBatchNormV3/ReadVariableOp_1"; +"4327 NASNet/separable_conv_2_bn_normal_right2_9/FusedBatchNormV3/ReadVariableOp_1" -> "4328 NASNet/separable_conv_2_bn_normal_right2_9/FusedBatchNormV3"; +"4328 NASNet/separable_conv_2_bn_normal_right2_9/FusedBatchNormV3" -> "4348 NASNet/normal_add_2_9/add"; +"4329 NASNet/separable_conv_2_bn_normal_left1_9/ReadVariableOp/resource" -> "4330 NASNet/separable_conv_2_bn_normal_left1_9/ReadVariableOp"; +"4330 NASNet/separable_conv_2_bn_normal_left1_9/ReadVariableOp" -> "4337 NASNet/separable_conv_2_bn_normal_left1_9/FusedBatchNormV3"; +"4331 NASNet/separable_conv_2_bn_normal_left1_9/ReadVariableOp_1/resource" -> "4332 NASNet/separable_conv_2_bn_normal_left1_9/ReadVariableOp_1"; +"4332 NASNet/separable_conv_2_bn_normal_left1_9/ReadVariableOp_1" -> "4337 NASNet/separable_conv_2_bn_normal_left1_9/FusedBatchNormV3"; +"4333 NASNet/separable_conv_2_bn_normal_left1_9/FusedBatchNormV3/ReadVariableOp/resource" -> "4334 NASNet/separable_conv_2_bn_normal_left1_9/FusedBatchNormV3/ReadVariableOp"; +"4334 NASNet/separable_conv_2_bn_normal_left1_9/FusedBatchNormV3/ReadVariableOp" -> "4337 NASNet/separable_conv_2_bn_normal_left1_9/FusedBatchNormV3"; +"4335 NASNet/separable_conv_2_bn_normal_left1_9/FusedBatchNormV3/ReadVariableOp_1/resource" -> "4336 NASNet/separable_conv_2_bn_normal_left1_9/FusedBatchNormV3/ReadVariableOp_1"; +"4336 NASNet/separable_conv_2_bn_normal_left1_9/FusedBatchNormV3/ReadVariableOp_1" -> "4337 NASNet/separable_conv_2_bn_normal_left1_9/FusedBatchNormV3"; +"4337 NASNet/separable_conv_2_bn_normal_left1_9/FusedBatchNormV3" -> "4347 NASNet/normal_add_1_9/add"; +"4338 NASNet/separable_conv_2_bn_normal_right1_9/ReadVariableOp/resource" -> "4339 NASNet/separable_conv_2_bn_normal_right1_9/ReadVariableOp"; +"4339 NASNet/separable_conv_2_bn_normal_right1_9/ReadVariableOp" -> "4346 NASNet/separable_conv_2_bn_normal_right1_9/FusedBatchNormV3"; +"4340 NASNet/separable_conv_2_bn_normal_right1_9/ReadVariableOp_1/resource" -> "4341 NASNet/separable_conv_2_bn_normal_right1_9/ReadVariableOp_1"; +"4341 NASNet/separable_conv_2_bn_normal_right1_9/ReadVariableOp_1" -> "4346 NASNet/separable_conv_2_bn_normal_right1_9/FusedBatchNormV3"; +"4342 NASNet/separable_conv_2_bn_normal_right1_9/FusedBatchNormV3/ReadVariableOp/resource" -> "4343 NASNet/separable_conv_2_bn_normal_right1_9/FusedBatchNormV3/ReadVariableOp"; +"4343 NASNet/separable_conv_2_bn_normal_right1_9/FusedBatchNormV3/ReadVariableOp" -> "4346 NASNet/separable_conv_2_bn_normal_right1_9/FusedBatchNormV3"; +"4344 NASNet/separable_conv_2_bn_normal_right1_9/FusedBatchNormV3/ReadVariableOp_1/resource" -> "4345 NASNet/separable_conv_2_bn_normal_right1_9/FusedBatchNormV3/ReadVariableOp_1"; +"4345 NASNet/separable_conv_2_bn_normal_right1_9/FusedBatchNormV3/ReadVariableOp_1" -> "4346 NASNet/separable_conv_2_bn_normal_right1_9/FusedBatchNormV3"; +"4346 NASNet/separable_conv_2_bn_normal_right1_9/FusedBatchNormV3" -> "4347 NASNet/normal_add_1_9/add"; +"4347 NASNet/normal_add_1_9/add" -> "4353 NASNet/normal_concat_9/concat"; +"4348 NASNet/normal_add_2_9/add" -> "4353 NASNet/normal_concat_9/concat"; +"4349 NASNet/normal_add_3_9/add" -> "4353 NASNet/normal_concat_9/concat"; +"4350 NASNet/normal_add_4_9/add" -> "4353 NASNet/normal_concat_9/concat"; +"4351 NASNet/normal_add_5_9/add" -> "4353 NASNet/normal_concat_9/concat"; +"4352 NASNet/normal_concat_9/concat/axis" -> "4353 NASNet/normal_concat_9/concat"; +"4353 NASNet/normal_concat_9/concat" -> "4354 NASNet/activation_152/Relu"; +"4353 NASNet/normal_concat_9/concat" -> "4681 NASNet/activation_163/Relu"; +"4354 NASNet/activation_152/Relu" -> "4363 NASNet/normal_conv_1_10/Conv2D"; +"4355 NASNet/activation_151/Relu" -> "4371 NASNet/adjust_conv_projection_10/Conv2D"; +"4356 NASNet/normal_conv_1_10/Sigmoid/ReadVariableOp/resource" -> "4357 NASNet/normal_conv_1_10/Sigmoid/ReadVariableOp"; +"4357 NASNet/normal_conv_1_10/Sigmoid/ReadVariableOp" -> "4358 NASNet/normal_conv_1_10/Sigmoid"; +"4358 NASNet/normal_conv_1_10/Sigmoid" -> "4359 NASNet/normal_conv_1_10/Round"; +"4359 NASNet/normal_conv_1_10/Round" -> "4362 NASNet/normal_conv_1_10/mul"; +"4360 NASNet/normal_conv_1_10/ReadVariableOp/resource" -> "4361 NASNet/normal_conv_1_10/ReadVariableOp"; +"4361 NASNet/normal_conv_1_10/ReadVariableOp" -> "4362 NASNet/normal_conv_1_10/mul"; +"4362 NASNet/normal_conv_1_10/mul" -> "4363 NASNet/normal_conv_1_10/Conv2D"; +"4363 NASNet/normal_conv_1_10/Conv2D" -> "4389 NASNet/normal_bn_1_10/FusedBatchNormV3"; +"4364 NASNet/adjust_conv_projection_10/Sigmoid/ReadVariableOp/resource" -> "4365 NASNet/adjust_conv_projection_10/Sigmoid/ReadVariableOp"; +"4365 NASNet/adjust_conv_projection_10/Sigmoid/ReadVariableOp" -> "4366 NASNet/adjust_conv_projection_10/Sigmoid"; +"4366 NASNet/adjust_conv_projection_10/Sigmoid" -> "4367 NASNet/adjust_conv_projection_10/Round"; +"4367 NASNet/adjust_conv_projection_10/Round" -> "4370 NASNet/adjust_conv_projection_10/mul"; +"4368 NASNet/adjust_conv_projection_10/ReadVariableOp/resource" -> "4369 NASNet/adjust_conv_projection_10/ReadVariableOp"; +"4369 NASNet/adjust_conv_projection_10/ReadVariableOp" -> "4370 NASNet/adjust_conv_projection_10/mul"; +"4370 NASNet/adjust_conv_projection_10/mul" -> "4371 NASNet/adjust_conv_projection_10/Conv2D"; +"4371 NASNet/adjust_conv_projection_10/Conv2D" -> "4380 NASNet/adjust_bn_10/FusedBatchNormV3"; +"4372 NASNet/adjust_bn_10/ReadVariableOp/resource" -> "4373 NASNet/adjust_bn_10/ReadVariableOp"; +"4373 NASNet/adjust_bn_10/ReadVariableOp" -> "4380 NASNet/adjust_bn_10/FusedBatchNormV3"; +"4374 NASNet/adjust_bn_10/ReadVariableOp_1/resource" -> "4375 NASNet/adjust_bn_10/ReadVariableOp_1"; +"4375 NASNet/adjust_bn_10/ReadVariableOp_1" -> "4380 NASNet/adjust_bn_10/FusedBatchNormV3"; +"4376 NASNet/adjust_bn_10/FusedBatchNormV3/ReadVariableOp/resource" -> "4377 NASNet/adjust_bn_10/FusedBatchNormV3/ReadVariableOp"; +"4377 NASNet/adjust_bn_10/FusedBatchNormV3/ReadVariableOp" -> "4380 NASNet/adjust_bn_10/FusedBatchNormV3"; +"4378 NASNet/adjust_bn_10/FusedBatchNormV3/ReadVariableOp_1/resource" -> "4379 NASNet/adjust_bn_10/FusedBatchNormV3/ReadVariableOp_1"; +"4379 NASNet/adjust_bn_10/FusedBatchNormV3/ReadVariableOp_1" -> "4380 NASNet/adjust_bn_10/FusedBatchNormV3"; +"4380 NASNet/adjust_bn_10/FusedBatchNormV3" -> "4391 NASNet/activation_159/Relu"; +"4380 NASNet/adjust_bn_10/FusedBatchNormV3" -> "4392 NASNet/activation_157/Relu"; +"4380 NASNet/adjust_bn_10/FusedBatchNormV3" -> "4393 NASNet/activation_155/Relu"; +"4380 NASNet/adjust_bn_10/FusedBatchNormV3" -> "4634 NASNet/normal_left4_10/AvgPool"; +"4380 NASNet/adjust_bn_10/FusedBatchNormV3" -> "4635 NASNet/normal_right4_10/AvgPool"; +"4380 NASNet/adjust_bn_10/FusedBatchNormV3" -> "4675 NASNet/normal_add_3_10/add"; +"4380 NASNet/adjust_bn_10/FusedBatchNormV3" -> "4679 NASNet/normal_concat_10/concat"; +"4381 NASNet/normal_bn_1_10/ReadVariableOp/resource" -> "4382 NASNet/normal_bn_1_10/ReadVariableOp"; +"4382 NASNet/normal_bn_1_10/ReadVariableOp" -> "4389 NASNet/normal_bn_1_10/FusedBatchNormV3"; +"4383 NASNet/normal_bn_1_10/ReadVariableOp_1/resource" -> "4384 NASNet/normal_bn_1_10/ReadVariableOp_1"; +"4384 NASNet/normal_bn_1_10/ReadVariableOp_1" -> "4389 NASNet/normal_bn_1_10/FusedBatchNormV3"; +"4385 NASNet/normal_bn_1_10/FusedBatchNormV3/ReadVariableOp/resource" -> "4386 NASNet/normal_bn_1_10/FusedBatchNormV3/ReadVariableOp"; +"4386 NASNet/normal_bn_1_10/FusedBatchNormV3/ReadVariableOp" -> "4389 NASNet/normal_bn_1_10/FusedBatchNormV3"; +"4387 NASNet/normal_bn_1_10/FusedBatchNormV3/ReadVariableOp_1/resource" -> "4388 NASNet/normal_bn_1_10/FusedBatchNormV3/ReadVariableOp_1"; +"4388 NASNet/normal_bn_1_10/FusedBatchNormV3/ReadVariableOp_1" -> "4389 NASNet/normal_bn_1_10/FusedBatchNormV3"; +"4389 NASNet/normal_bn_1_10/FusedBatchNormV3" -> "4390 NASNet/activation_161/Relu"; +"4389 NASNet/normal_bn_1_10/FusedBatchNormV3" -> "4394 NASNet/activation_153/Relu"; +"4389 NASNet/normal_bn_1_10/FusedBatchNormV3" -> "4636 NASNet/normal_left3_10/AvgPool"; +"4389 NASNet/normal_bn_1_10/FusedBatchNormV3" -> "4677 NASNet/normal_add_5_10/add"; +"4390 NASNet/activation_161/Relu" -> "4411 NASNet/separable_conv_1_normal_left5_10/separable_conv2d/depthwise"; +"4391 NASNet/activation_159/Relu" -> "4429 NASNet/separable_conv_1_normal_right2_10/separable_conv2d/depthwise"; +"4392 NASNet/activation_157/Relu" -> "4447 NASNet/separable_conv_1_normal_left2_10/separable_conv2d/depthwise"; +"4393 NASNet/activation_155/Relu" -> "4465 NASNet/separable_conv_1_normal_right1_10/separable_conv2d/depthwise"; +"4394 NASNet/activation_153/Relu" -> "4483 NASNet/separable_conv_1_normal_left1_10/separable_conv2d/depthwise"; +"4395 NASNet/separable_conv_1_normal_left5_10/Sigmoid/ReadVariableOp/resource" -> "4396 NASNet/separable_conv_1_normal_left5_10/Sigmoid/ReadVariableOp"; +"4396 NASNet/separable_conv_1_normal_left5_10/Sigmoid/ReadVariableOp" -> "4397 NASNet/separable_conv_1_normal_left5_10/Sigmoid"; +"4397 NASNet/separable_conv_1_normal_left5_10/Sigmoid" -> "4398 NASNet/separable_conv_1_normal_left5_10/Round"; +"4398 NASNet/separable_conv_1_normal_left5_10/Round" -> "4401 NASNet/separable_conv_1_normal_left5_10/mul"; +"4399 NASNet/separable_conv_1_normal_left5_10/ReadVariableOp/resource" -> "4400 NASNet/separable_conv_1_normal_left5_10/ReadVariableOp"; +"4400 NASNet/separable_conv_1_normal_left5_10/ReadVariableOp" -> "4401 NASNet/separable_conv_1_normal_left5_10/mul"; +"4401 NASNet/separable_conv_1_normal_left5_10/mul" -> "4411 NASNet/separable_conv_1_normal_left5_10/separable_conv2d/depthwise"; +"4402 NASNet/separable_conv_1_normal_left5_10/Sigmoid_1/ReadVariableOp/resource" -> "4403 NASNet/separable_conv_1_normal_left5_10/Sigmoid_1/ReadVariableOp"; +"4403 NASNet/separable_conv_1_normal_left5_10/Sigmoid_1/ReadVariableOp" -> "4404 NASNet/separable_conv_1_normal_left5_10/Sigmoid_1"; +"4404 NASNet/separable_conv_1_normal_left5_10/Sigmoid_1" -> "4405 NASNet/separable_conv_1_normal_left5_10/Round_1"; +"4405 NASNet/separable_conv_1_normal_left5_10/Round_1" -> "4408 NASNet/separable_conv_1_normal_left5_10/mul_1"; +"4406 NASNet/separable_conv_1_normal_left5_10/ReadVariableOp_1/resource" -> "4407 NASNet/separable_conv_1_normal_left5_10/ReadVariableOp_1"; +"4407 NASNet/separable_conv_1_normal_left5_10/ReadVariableOp_1" -> "4408 NASNet/separable_conv_1_normal_left5_10/mul_1"; +"4408 NASNet/separable_conv_1_normal_left5_10/mul_1" -> "4412 NASNet/separable_conv_1_normal_left5_10/separable_conv2d"; +"4411 NASNet/separable_conv_1_normal_left5_10/separable_conv2d/depthwise" -> "4412 NASNet/separable_conv_1_normal_left5_10/separable_conv2d"; +"4412 NASNet/separable_conv_1_normal_left5_10/separable_conv2d" -> "4493 NASNet/separable_conv_1_bn_normal_left5_10/FusedBatchNormV3"; +"4413 NASNet/separable_conv_1_normal_right2_10/Sigmoid/ReadVariableOp/resource" -> "4414 NASNet/separable_conv_1_normal_right2_10/Sigmoid/ReadVariableOp"; +"4414 NASNet/separable_conv_1_normal_right2_10/Sigmoid/ReadVariableOp" -> "4415 NASNet/separable_conv_1_normal_right2_10/Sigmoid"; +"4415 NASNet/separable_conv_1_normal_right2_10/Sigmoid" -> "4416 NASNet/separable_conv_1_normal_right2_10/Round"; +"4416 NASNet/separable_conv_1_normal_right2_10/Round" -> "4419 NASNet/separable_conv_1_normal_right2_10/mul"; +"4417 NASNet/separable_conv_1_normal_right2_10/ReadVariableOp/resource" -> "4418 NASNet/separable_conv_1_normal_right2_10/ReadVariableOp"; +"4418 NASNet/separable_conv_1_normal_right2_10/ReadVariableOp" -> "4419 NASNet/separable_conv_1_normal_right2_10/mul"; +"4419 NASNet/separable_conv_1_normal_right2_10/mul" -> "4429 NASNet/separable_conv_1_normal_right2_10/separable_conv2d/depthwise"; +"4420 NASNet/separable_conv_1_normal_right2_10/Sigmoid_1/ReadVariableOp/resource" -> "4421 NASNet/separable_conv_1_normal_right2_10/Sigmoid_1/ReadVariableOp"; +"4421 NASNet/separable_conv_1_normal_right2_10/Sigmoid_1/ReadVariableOp" -> "4422 NASNet/separable_conv_1_normal_right2_10/Sigmoid_1"; +"4422 NASNet/separable_conv_1_normal_right2_10/Sigmoid_1" -> "4423 NASNet/separable_conv_1_normal_right2_10/Round_1"; +"4423 NASNet/separable_conv_1_normal_right2_10/Round_1" -> "4426 NASNet/separable_conv_1_normal_right2_10/mul_1"; +"4424 NASNet/separable_conv_1_normal_right2_10/ReadVariableOp_1/resource" -> "4425 NASNet/separable_conv_1_normal_right2_10/ReadVariableOp_1"; +"4425 NASNet/separable_conv_1_normal_right2_10/ReadVariableOp_1" -> "4426 NASNet/separable_conv_1_normal_right2_10/mul_1"; +"4426 NASNet/separable_conv_1_normal_right2_10/mul_1" -> "4430 NASNet/separable_conv_1_normal_right2_10/separable_conv2d"; +"4429 NASNet/separable_conv_1_normal_right2_10/separable_conv2d/depthwise" -> "4430 NASNet/separable_conv_1_normal_right2_10/separable_conv2d"; +"4430 NASNet/separable_conv_1_normal_right2_10/separable_conv2d" -> "4502 NASNet/separable_conv_1_bn_normal_right2_10/FusedBatchNormV3"; +"4431 NASNet/separable_conv_1_normal_left2_10/Sigmoid/ReadVariableOp/resource" -> "4432 NASNet/separable_conv_1_normal_left2_10/Sigmoid/ReadVariableOp"; 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NASNet/separable_conv_1_normal_left2_10/Sigmoid_1"; +"4440 NASNet/separable_conv_1_normal_left2_10/Sigmoid_1" -> "4441 NASNet/separable_conv_1_normal_left2_10/Round_1"; +"4441 NASNet/separable_conv_1_normal_left2_10/Round_1" -> "4444 NASNet/separable_conv_1_normal_left2_10/mul_1"; +"4442 NASNet/separable_conv_1_normal_left2_10/ReadVariableOp_1/resource" -> "4443 NASNet/separable_conv_1_normal_left2_10/ReadVariableOp_1"; +"4443 NASNet/separable_conv_1_normal_left2_10/ReadVariableOp_1" -> "4444 NASNet/separable_conv_1_normal_left2_10/mul_1"; +"4444 NASNet/separable_conv_1_normal_left2_10/mul_1" -> "4448 NASNet/separable_conv_1_normal_left2_10/separable_conv2d"; +"4447 NASNet/separable_conv_1_normal_left2_10/separable_conv2d/depthwise" -> "4448 NASNet/separable_conv_1_normal_left2_10/separable_conv2d"; +"4448 NASNet/separable_conv_1_normal_left2_10/separable_conv2d" -> "4511 NASNet/separable_conv_1_bn_normal_left2_10/FusedBatchNormV3"; +"4449 NASNet/separable_conv_1_normal_right1_10/Sigmoid/ReadVariableOp/resource" -> "4450 NASNet/separable_conv_1_normal_right1_10/Sigmoid/ReadVariableOp"; +"4450 NASNet/separable_conv_1_normal_right1_10/Sigmoid/ReadVariableOp" -> "4451 NASNet/separable_conv_1_normal_right1_10/Sigmoid"; +"4451 NASNet/separable_conv_1_normal_right1_10/Sigmoid" -> "4452 NASNet/separable_conv_1_normal_right1_10/Round"; +"4452 NASNet/separable_conv_1_normal_right1_10/Round" -> "4455 NASNet/separable_conv_1_normal_right1_10/mul"; +"4453 NASNet/separable_conv_1_normal_right1_10/ReadVariableOp/resource" -> "4454 NASNet/separable_conv_1_normal_right1_10/ReadVariableOp"; +"4454 NASNet/separable_conv_1_normal_right1_10/ReadVariableOp" -> "4455 NASNet/separable_conv_1_normal_right1_10/mul"; +"4455 NASNet/separable_conv_1_normal_right1_10/mul" -> "4465 NASNet/separable_conv_1_normal_right1_10/separable_conv2d/depthwise"; +"4456 NASNet/separable_conv_1_normal_right1_10/Sigmoid_1/ReadVariableOp/resource" -> "4457 NASNet/separable_conv_1_normal_right1_10/Sigmoid_1/ReadVariableOp"; +"4457 NASNet/separable_conv_1_normal_right1_10/Sigmoid_1/ReadVariableOp" -> "4458 NASNet/separable_conv_1_normal_right1_10/Sigmoid_1"; +"4458 NASNet/separable_conv_1_normal_right1_10/Sigmoid_1" -> "4459 NASNet/separable_conv_1_normal_right1_10/Round_1"; +"4459 NASNet/separable_conv_1_normal_right1_10/Round_1" -> "4462 NASNet/separable_conv_1_normal_right1_10/mul_1"; +"4460 NASNet/separable_conv_1_normal_right1_10/ReadVariableOp_1/resource" -> "4461 NASNet/separable_conv_1_normal_right1_10/ReadVariableOp_1"; +"4461 NASNet/separable_conv_1_normal_right1_10/ReadVariableOp_1" -> "4462 NASNet/separable_conv_1_normal_right1_10/mul_1"; +"4462 NASNet/separable_conv_1_normal_right1_10/mul_1" -> "4466 NASNet/separable_conv_1_normal_right1_10/separable_conv2d"; +"4465 NASNet/separable_conv_1_normal_right1_10/separable_conv2d/depthwise" -> "4466 NASNet/separable_conv_1_normal_right1_10/separable_conv2d"; +"4466 NASNet/separable_conv_1_normal_right1_10/separable_conv2d" -> "4520 NASNet/separable_conv_1_bn_normal_right1_10/FusedBatchNormV3"; +"4467 NASNet/separable_conv_1_normal_left1_10/Sigmoid/ReadVariableOp/resource" -> "4468 NASNet/separable_conv_1_normal_left1_10/Sigmoid/ReadVariableOp"; +"4468 NASNet/separable_conv_1_normal_left1_10/Sigmoid/ReadVariableOp" -> "4469 NASNet/separable_conv_1_normal_left1_10/Sigmoid"; +"4469 NASNet/separable_conv_1_normal_left1_10/Sigmoid" -> "4470 NASNet/separable_conv_1_normal_left1_10/Round"; +"4470 NASNet/separable_conv_1_normal_left1_10/Round" -> "4473 NASNet/separable_conv_1_normal_left1_10/mul"; +"4471 NASNet/separable_conv_1_normal_left1_10/ReadVariableOp/resource" -> "4472 NASNet/separable_conv_1_normal_left1_10/ReadVariableOp"; +"4472 NASNet/separable_conv_1_normal_left1_10/ReadVariableOp" -> "4473 NASNet/separable_conv_1_normal_left1_10/mul"; +"4473 NASNet/separable_conv_1_normal_left1_10/mul" -> "4483 NASNet/separable_conv_1_normal_left1_10/separable_conv2d/depthwise"; +"4474 NASNet/separable_conv_1_normal_left1_10/Sigmoid_1/ReadVariableOp/resource" -> "4475 NASNet/separable_conv_1_normal_left1_10/Sigmoid_1/ReadVariableOp"; +"4475 NASNet/separable_conv_1_normal_left1_10/Sigmoid_1/ReadVariableOp" -> "4476 NASNet/separable_conv_1_normal_left1_10/Sigmoid_1"; +"4476 NASNet/separable_conv_1_normal_left1_10/Sigmoid_1" -> "4477 NASNet/separable_conv_1_normal_left1_10/Round_1"; +"4477 NASNet/separable_conv_1_normal_left1_10/Round_1" -> "4480 NASNet/separable_conv_1_normal_left1_10/mul_1"; +"4478 NASNet/separable_conv_1_normal_left1_10/ReadVariableOp_1/resource" -> "4479 NASNet/separable_conv_1_normal_left1_10/ReadVariableOp_1"; +"4479 NASNet/separable_conv_1_normal_left1_10/ReadVariableOp_1" -> "4480 NASNet/separable_conv_1_normal_left1_10/mul_1"; +"4480 NASNet/separable_conv_1_normal_left1_10/mul_1" -> "4484 NASNet/separable_conv_1_normal_left1_10/separable_conv2d"; +"4483 NASNet/separable_conv_1_normal_left1_10/separable_conv2d/depthwise" -> "4484 NASNet/separable_conv_1_normal_left1_10/separable_conv2d"; +"4484 NASNet/separable_conv_1_normal_left1_10/separable_conv2d" -> "4529 NASNet/separable_conv_1_bn_normal_left1_10/FusedBatchNormV3"; +"4485 NASNet/separable_conv_1_bn_normal_left5_10/ReadVariableOp/resource" -> "4486 NASNet/separable_conv_1_bn_normal_left5_10/ReadVariableOp"; +"4486 NASNet/separable_conv_1_bn_normal_left5_10/ReadVariableOp" -> "4493 NASNet/separable_conv_1_bn_normal_left5_10/FusedBatchNormV3"; +"4487 NASNet/separable_conv_1_bn_normal_left5_10/ReadVariableOp_1/resource" -> "4488 NASNet/separable_conv_1_bn_normal_left5_10/ReadVariableOp_1"; +"4488 NASNet/separable_conv_1_bn_normal_left5_10/ReadVariableOp_1" -> "4493 NASNet/separable_conv_1_bn_normal_left5_10/FusedBatchNormV3"; +"4489 NASNet/separable_conv_1_bn_normal_left5_10/FusedBatchNormV3/ReadVariableOp/resource" -> "4490 NASNet/separable_conv_1_bn_normal_left5_10/FusedBatchNormV3/ReadVariableOp"; +"4490 NASNet/separable_conv_1_bn_normal_left5_10/FusedBatchNormV3/ReadVariableOp" -> "4493 NASNet/separable_conv_1_bn_normal_left5_10/FusedBatchNormV3"; +"4491 NASNet/separable_conv_1_bn_normal_left5_10/FusedBatchNormV3/ReadVariableOp_1/resource" -> "4492 NASNet/separable_conv_1_bn_normal_left5_10/FusedBatchNormV3/ReadVariableOp_1"; +"4492 NASNet/separable_conv_1_bn_normal_left5_10/FusedBatchNormV3/ReadVariableOp_1" -> "4493 NASNet/separable_conv_1_bn_normal_left5_10/FusedBatchNormV3"; +"4493 NASNet/separable_conv_1_bn_normal_left5_10/FusedBatchNormV3" -> "4530 NASNet/activation_162/Relu"; +"4494 NASNet/separable_conv_1_bn_normal_right2_10/ReadVariableOp/resource" -> "4495 NASNet/separable_conv_1_bn_normal_right2_10/ReadVariableOp"; +"4495 NASNet/separable_conv_1_bn_normal_right2_10/ReadVariableOp" -> "4502 NASNet/separable_conv_1_bn_normal_right2_10/FusedBatchNormV3"; +"4496 NASNet/separable_conv_1_bn_normal_right2_10/ReadVariableOp_1/resource" -> "4497 NASNet/separable_conv_1_bn_normal_right2_10/ReadVariableOp_1"; +"4497 NASNet/separable_conv_1_bn_normal_right2_10/ReadVariableOp_1" -> "4502 NASNet/separable_conv_1_bn_normal_right2_10/FusedBatchNormV3"; +"4498 NASNet/separable_conv_1_bn_normal_right2_10/FusedBatchNormV3/ReadVariableOp/resource" -> "4499 NASNet/separable_conv_1_bn_normal_right2_10/FusedBatchNormV3/ReadVariableOp"; +"4499 NASNet/separable_conv_1_bn_normal_right2_10/FusedBatchNormV3/ReadVariableOp" -> "4502 NASNet/separable_conv_1_bn_normal_right2_10/FusedBatchNormV3"; +"4500 NASNet/separable_conv_1_bn_normal_right2_10/FusedBatchNormV3/ReadVariableOp_1/resource" -> "4501 NASNet/separable_conv_1_bn_normal_right2_10/FusedBatchNormV3/ReadVariableOp_1"; +"4501 NASNet/separable_conv_1_bn_normal_right2_10/FusedBatchNormV3/ReadVariableOp_1" -> "4502 NASNet/separable_conv_1_bn_normal_right2_10/FusedBatchNormV3"; +"4502 NASNet/separable_conv_1_bn_normal_right2_10/FusedBatchNormV3" -> "4531 NASNet/activation_160/Relu"; +"4503 NASNet/separable_conv_1_bn_normal_left2_10/ReadVariableOp/resource" -> "4504 NASNet/separable_conv_1_bn_normal_left2_10/ReadVariableOp"; +"4504 NASNet/separable_conv_1_bn_normal_left2_10/ReadVariableOp" -> "4511 NASNet/separable_conv_1_bn_normal_left2_10/FusedBatchNormV3"; +"4505 NASNet/separable_conv_1_bn_normal_left2_10/ReadVariableOp_1/resource" -> "4506 NASNet/separable_conv_1_bn_normal_left2_10/ReadVariableOp_1"; +"4506 NASNet/separable_conv_1_bn_normal_left2_10/ReadVariableOp_1" -> "4511 NASNet/separable_conv_1_bn_normal_left2_10/FusedBatchNormV3"; +"4507 NASNet/separable_conv_1_bn_normal_left2_10/FusedBatchNormV3/ReadVariableOp/resource" -> "4508 NASNet/separable_conv_1_bn_normal_left2_10/FusedBatchNormV3/ReadVariableOp"; +"4508 NASNet/separable_conv_1_bn_normal_left2_10/FusedBatchNormV3/ReadVariableOp" -> "4511 NASNet/separable_conv_1_bn_normal_left2_10/FusedBatchNormV3"; +"4509 NASNet/separable_conv_1_bn_normal_left2_10/FusedBatchNormV3/ReadVariableOp_1/resource" -> "4510 NASNet/separable_conv_1_bn_normal_left2_10/FusedBatchNormV3/ReadVariableOp_1"; +"4510 NASNet/separable_conv_1_bn_normal_left2_10/FusedBatchNormV3/ReadVariableOp_1" -> "4511 NASNet/separable_conv_1_bn_normal_left2_10/FusedBatchNormV3"; +"4511 NASNet/separable_conv_1_bn_normal_left2_10/FusedBatchNormV3" -> "4532 NASNet/activation_158/Relu"; +"4512 NASNet/separable_conv_1_bn_normal_right1_10/ReadVariableOp/resource" -> "4513 NASNet/separable_conv_1_bn_normal_right1_10/ReadVariableOp"; +"4513 NASNet/separable_conv_1_bn_normal_right1_10/ReadVariableOp" -> "4520 NASNet/separable_conv_1_bn_normal_right1_10/FusedBatchNormV3"; +"4514 NASNet/separable_conv_1_bn_normal_right1_10/ReadVariableOp_1/resource" -> "4515 NASNet/separable_conv_1_bn_normal_right1_10/ReadVariableOp_1"; +"4515 NASNet/separable_conv_1_bn_normal_right1_10/ReadVariableOp_1" -> "4520 NASNet/separable_conv_1_bn_normal_right1_10/FusedBatchNormV3"; +"4516 NASNet/separable_conv_1_bn_normal_right1_10/FusedBatchNormV3/ReadVariableOp/resource" -> "4517 NASNet/separable_conv_1_bn_normal_right1_10/FusedBatchNormV3/ReadVariableOp"; +"4517 NASNet/separable_conv_1_bn_normal_right1_10/FusedBatchNormV3/ReadVariableOp" -> "4520 NASNet/separable_conv_1_bn_normal_right1_10/FusedBatchNormV3"; +"4518 NASNet/separable_conv_1_bn_normal_right1_10/FusedBatchNormV3/ReadVariableOp_1/resource" -> "4519 NASNet/separable_conv_1_bn_normal_right1_10/FusedBatchNormV3/ReadVariableOp_1"; +"4519 NASNet/separable_conv_1_bn_normal_right1_10/FusedBatchNormV3/ReadVariableOp_1" -> "4520 NASNet/separable_conv_1_bn_normal_right1_10/FusedBatchNormV3"; +"4520 NASNet/separable_conv_1_bn_normal_right1_10/FusedBatchNormV3" -> "4533 NASNet/activation_156/Relu"; +"4521 NASNet/separable_conv_1_bn_normal_left1_10/ReadVariableOp/resource" -> "4522 NASNet/separable_conv_1_bn_normal_left1_10/ReadVariableOp"; +"4522 NASNet/separable_conv_1_bn_normal_left1_10/ReadVariableOp" -> "4529 NASNet/separable_conv_1_bn_normal_left1_10/FusedBatchNormV3"; +"4523 NASNet/separable_conv_1_bn_normal_left1_10/ReadVariableOp_1/resource" -> "4524 NASNet/separable_conv_1_bn_normal_left1_10/ReadVariableOp_1"; +"4524 NASNet/separable_conv_1_bn_normal_left1_10/ReadVariableOp_1" -> "4529 NASNet/separable_conv_1_bn_normal_left1_10/FusedBatchNormV3"; +"4525 NASNet/separable_conv_1_bn_normal_left1_10/FusedBatchNormV3/ReadVariableOp/resource" -> "4526 NASNet/separable_conv_1_bn_normal_left1_10/FusedBatchNormV3/ReadVariableOp"; +"4526 NASNet/separable_conv_1_bn_normal_left1_10/FusedBatchNormV3/ReadVariableOp" -> "4529 NASNet/separable_conv_1_bn_normal_left1_10/FusedBatchNormV3"; +"4527 NASNet/separable_conv_1_bn_normal_left1_10/FusedBatchNormV3/ReadVariableOp_1/resource" -> "4528 NASNet/separable_conv_1_bn_normal_left1_10/FusedBatchNormV3/ReadVariableOp_1"; +"4528 NASNet/separable_conv_1_bn_normal_left1_10/FusedBatchNormV3/ReadVariableOp_1" -> "4529 NASNet/separable_conv_1_bn_normal_left1_10/FusedBatchNormV3"; +"4529 NASNet/separable_conv_1_bn_normal_left1_10/FusedBatchNormV3" -> "4534 NASNet/activation_154/Relu"; +"4530 NASNet/activation_162/Relu" -> "4551 NASNet/separable_conv_2_normal_left5_10/separable_conv2d/depthwise"; +"4531 NASNet/activation_160/Relu" -> "4569 NASNet/separable_conv_2_normal_right2_10/separable_conv2d/depthwise"; +"4532 NASNet/activation_158/Relu" -> "4587 NASNet/separable_conv_2_normal_left2_10/separable_conv2d/depthwise"; +"4533 NASNet/activation_156/Relu" -> "4605 NASNet/separable_conv_2_normal_right1_10/separable_conv2d/depthwise"; +"4534 NASNet/activation_154/Relu" -> "4623 NASNet/separable_conv_2_normal_left1_10/separable_conv2d/depthwise"; +"4535 NASNet/separable_conv_2_normal_left5_10/Sigmoid/ReadVariableOp/resource" -> "4536 NASNet/separable_conv_2_normal_left5_10/Sigmoid/ReadVariableOp"; +"4536 NASNet/separable_conv_2_normal_left5_10/Sigmoid/ReadVariableOp" -> "4537 NASNet/separable_conv_2_normal_left5_10/Sigmoid"; +"4537 NASNet/separable_conv_2_normal_left5_10/Sigmoid" -> "4538 NASNet/separable_conv_2_normal_left5_10/Round"; +"4538 NASNet/separable_conv_2_normal_left5_10/Round" -> "4541 NASNet/separable_conv_2_normal_left5_10/mul"; +"4539 NASNet/separable_conv_2_normal_left5_10/ReadVariableOp/resource" -> "4540 NASNet/separable_conv_2_normal_left5_10/ReadVariableOp"; +"4540 NASNet/separable_conv_2_normal_left5_10/ReadVariableOp" -> "4541 NASNet/separable_conv_2_normal_left5_10/mul"; +"4541 NASNet/separable_conv_2_normal_left5_10/mul" -> "4551 NASNet/separable_conv_2_normal_left5_10/separable_conv2d/depthwise"; +"4542 NASNet/separable_conv_2_normal_left5_10/Sigmoid_1/ReadVariableOp/resource" -> "4543 NASNet/separable_conv_2_normal_left5_10/Sigmoid_1/ReadVariableOp"; +"4543 NASNet/separable_conv_2_normal_left5_10/Sigmoid_1/ReadVariableOp" -> "4544 NASNet/separable_conv_2_normal_left5_10/Sigmoid_1"; +"4544 NASNet/separable_conv_2_normal_left5_10/Sigmoid_1" -> "4545 NASNet/separable_conv_2_normal_left5_10/Round_1"; +"4545 NASNet/separable_conv_2_normal_left5_10/Round_1" -> "4548 NASNet/separable_conv_2_normal_left5_10/mul_1"; +"4546 NASNet/separable_conv_2_normal_left5_10/ReadVariableOp_1/resource" -> "4547 NASNet/separable_conv_2_normal_left5_10/ReadVariableOp_1"; +"4547 NASNet/separable_conv_2_normal_left5_10/ReadVariableOp_1" -> "4548 NASNet/separable_conv_2_normal_left5_10/mul_1"; +"4548 NASNet/separable_conv_2_normal_left5_10/mul_1" -> "4552 NASNet/separable_conv_2_normal_left5_10/separable_conv2d"; +"4551 NASNet/separable_conv_2_normal_left5_10/separable_conv2d/depthwise" -> "4552 NASNet/separable_conv_2_normal_left5_10/separable_conv2d"; +"4552 NASNet/separable_conv_2_normal_left5_10/separable_conv2d" -> "4633 NASNet/separable_conv_2_bn_normal_left5_10/FusedBatchNormV3"; +"4553 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NASNet/separable_conv_2_bn_normal_left1_10/FusedBatchNormV3/ReadVariableOp_1"; +"4662 NASNet/separable_conv_2_bn_normal_left1_10/FusedBatchNormV3/ReadVariableOp_1" -> "4663 NASNet/separable_conv_2_bn_normal_left1_10/FusedBatchNormV3"; +"4663 NASNet/separable_conv_2_bn_normal_left1_10/FusedBatchNormV3" -> "4673 NASNet/normal_add_1_10/add"; +"4664 NASNet/separable_conv_2_bn_normal_right1_10/ReadVariableOp/resource" -> "4665 NASNet/separable_conv_2_bn_normal_right1_10/ReadVariableOp"; +"4665 NASNet/separable_conv_2_bn_normal_right1_10/ReadVariableOp" -> "4672 NASNet/separable_conv_2_bn_normal_right1_10/FusedBatchNormV3"; +"4666 NASNet/separable_conv_2_bn_normal_right1_10/ReadVariableOp_1/resource" -> "4667 NASNet/separable_conv_2_bn_normal_right1_10/ReadVariableOp_1"; +"4667 NASNet/separable_conv_2_bn_normal_right1_10/ReadVariableOp_1" -> "4672 NASNet/separable_conv_2_bn_normal_right1_10/FusedBatchNormV3"; +"4668 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NASNet/normal_concat_10/concat"; +"4676 NASNet/normal_add_4_10/add" -> "4679 NASNet/normal_concat_10/concat"; +"4677 NASNet/normal_add_5_10/add" -> "4679 NASNet/normal_concat_10/concat"; +"4678 NASNet/normal_concat_10/concat/axis" -> "4679 NASNet/normal_concat_10/concat"; +"4679 NASNet/normal_concat_10/concat" -> "4680 NASNet/activation_164/Relu"; +"4679 NASNet/normal_concat_10/concat" -> "5007 NASNet/activation_175/Relu"; +"4680 NASNet/activation_164/Relu" -> "4689 NASNet/normal_conv_1_11/Conv2D"; +"4681 NASNet/activation_163/Relu" -> "4697 NASNet/adjust_conv_projection_11/Conv2D"; +"4682 NASNet/normal_conv_1_11/Sigmoid/ReadVariableOp/resource" -> "4683 NASNet/normal_conv_1_11/Sigmoid/ReadVariableOp"; +"4683 NASNet/normal_conv_1_11/Sigmoid/ReadVariableOp" -> "4684 NASNet/normal_conv_1_11/Sigmoid"; +"4684 NASNet/normal_conv_1_11/Sigmoid" -> "4685 NASNet/normal_conv_1_11/Round"; +"4685 NASNet/normal_conv_1_11/Round" -> "4688 NASNet/normal_conv_1_11/mul"; +"4686 NASNet/normal_conv_1_11/ReadVariableOp/resource" -> "4687 NASNet/normal_conv_1_11/ReadVariableOp"; +"4687 NASNet/normal_conv_1_11/ReadVariableOp" -> "4688 NASNet/normal_conv_1_11/mul"; +"4688 NASNet/normal_conv_1_11/mul" -> "4689 NASNet/normal_conv_1_11/Conv2D"; +"4689 NASNet/normal_conv_1_11/Conv2D" -> "4715 NASNet/normal_bn_1_11/FusedBatchNormV3"; +"4690 NASNet/adjust_conv_projection_11/Sigmoid/ReadVariableOp/resource" -> "4691 NASNet/adjust_conv_projection_11/Sigmoid/ReadVariableOp"; +"4691 NASNet/adjust_conv_projection_11/Sigmoid/ReadVariableOp" -> "4692 NASNet/adjust_conv_projection_11/Sigmoid"; +"4692 NASNet/adjust_conv_projection_11/Sigmoid" -> "4693 NASNet/adjust_conv_projection_11/Round"; +"4693 NASNet/adjust_conv_projection_11/Round" -> "4696 NASNet/adjust_conv_projection_11/mul"; +"4694 NASNet/adjust_conv_projection_11/ReadVariableOp/resource" -> "4695 NASNet/adjust_conv_projection_11/ReadVariableOp"; +"4695 NASNet/adjust_conv_projection_11/ReadVariableOp" -> "4696 NASNet/adjust_conv_projection_11/mul"; +"4696 NASNet/adjust_conv_projection_11/mul" -> "4697 NASNet/adjust_conv_projection_11/Conv2D"; +"4697 NASNet/adjust_conv_projection_11/Conv2D" -> "4706 NASNet/adjust_bn_11/FusedBatchNormV3"; +"4698 NASNet/adjust_bn_11/ReadVariableOp/resource" -> "4699 NASNet/adjust_bn_11/ReadVariableOp"; +"4699 NASNet/adjust_bn_11/ReadVariableOp" -> "4706 NASNet/adjust_bn_11/FusedBatchNormV3"; +"4700 NASNet/adjust_bn_11/ReadVariableOp_1/resource" -> "4701 NASNet/adjust_bn_11/ReadVariableOp_1"; +"4701 NASNet/adjust_bn_11/ReadVariableOp_1" -> "4706 NASNet/adjust_bn_11/FusedBatchNormV3"; +"4702 NASNet/adjust_bn_11/FusedBatchNormV3/ReadVariableOp/resource" -> "4703 NASNet/adjust_bn_11/FusedBatchNormV3/ReadVariableOp"; +"4703 NASNet/adjust_bn_11/FusedBatchNormV3/ReadVariableOp" -> "4706 NASNet/adjust_bn_11/FusedBatchNormV3"; +"4704 NASNet/adjust_bn_11/FusedBatchNormV3/ReadVariableOp_1/resource" -> "4705 NASNet/adjust_bn_11/FusedBatchNormV3/ReadVariableOp_1"; +"4705 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NASNet/separable_conv_1_normal_left5_11/separable_conv2d/depthwise"; +"4717 NASNet/activation_171/Relu" -> "4755 NASNet/separable_conv_1_normal_right2_11/separable_conv2d/depthwise"; +"4718 NASNet/activation_169/Relu" -> "4773 NASNet/separable_conv_1_normal_left2_11/separable_conv2d/depthwise"; +"4719 NASNet/activation_167/Relu" -> "4791 NASNet/separable_conv_1_normal_right1_11/separable_conv2d/depthwise"; +"4720 NASNet/activation_165/Relu" -> "4809 NASNet/separable_conv_1_normal_left1_11/separable_conv2d/depthwise"; +"4721 NASNet/separable_conv_1_normal_left5_11/Sigmoid/ReadVariableOp/resource" -> "4722 NASNet/separable_conv_1_normal_left5_11/Sigmoid/ReadVariableOp"; +"4722 NASNet/separable_conv_1_normal_left5_11/Sigmoid/ReadVariableOp" -> "4723 NASNet/separable_conv_1_normal_left5_11/Sigmoid"; +"4723 NASNet/separable_conv_1_normal_left5_11/Sigmoid" -> "4724 NASNet/separable_conv_1_normal_left5_11/Round"; +"4724 NASNet/separable_conv_1_normal_left5_11/Round" -> "4727 NASNet/separable_conv_1_normal_left5_11/mul"; +"4725 NASNet/separable_conv_1_normal_left5_11/ReadVariableOp/resource" -> "4726 NASNet/separable_conv_1_normal_left5_11/ReadVariableOp"; +"4726 NASNet/separable_conv_1_normal_left5_11/ReadVariableOp" -> "4727 NASNet/separable_conv_1_normal_left5_11/mul"; +"4727 NASNet/separable_conv_1_normal_left5_11/mul" -> "4737 NASNet/separable_conv_1_normal_left5_11/separable_conv2d/depthwise"; +"4728 NASNet/separable_conv_1_normal_left5_11/Sigmoid_1/ReadVariableOp/resource" -> "4729 NASNet/separable_conv_1_normal_left5_11/Sigmoid_1/ReadVariableOp"; +"4729 NASNet/separable_conv_1_normal_left5_11/Sigmoid_1/ReadVariableOp" -> "4730 NASNet/separable_conv_1_normal_left5_11/Sigmoid_1"; +"4730 NASNet/separable_conv_1_normal_left5_11/Sigmoid_1" -> "4731 NASNet/separable_conv_1_normal_left5_11/Round_1"; +"4731 NASNet/separable_conv_1_normal_left5_11/Round_1" -> "4734 NASNet/separable_conv_1_normal_left5_11/mul_1"; +"4732 NASNet/separable_conv_1_normal_left5_11/ReadVariableOp_1/resource" -> "4733 NASNet/separable_conv_1_normal_left5_11/ReadVariableOp_1"; +"4733 NASNet/separable_conv_1_normal_left5_11/ReadVariableOp_1" -> "4734 NASNet/separable_conv_1_normal_left5_11/mul_1"; +"4734 NASNet/separable_conv_1_normal_left5_11/mul_1" -> "4738 NASNet/separable_conv_1_normal_left5_11/separable_conv2d"; +"4737 NASNet/separable_conv_1_normal_left5_11/separable_conv2d/depthwise" -> "4738 NASNet/separable_conv_1_normal_left5_11/separable_conv2d"; +"4738 NASNet/separable_conv_1_normal_left5_11/separable_conv2d" -> "4819 NASNet/separable_conv_1_bn_normal_left5_11/FusedBatchNormV3"; +"4739 NASNet/separable_conv_1_normal_right2_11/Sigmoid/ReadVariableOp/resource" -> "4740 NASNet/separable_conv_1_normal_right2_11/Sigmoid/ReadVariableOp"; +"4740 NASNet/separable_conv_1_normal_right2_11/Sigmoid/ReadVariableOp" -> "4741 NASNet/separable_conv_1_normal_right2_11/Sigmoid"; +"4741 NASNet/separable_conv_1_normal_right2_11/Sigmoid" -> "4742 NASNet/separable_conv_1_normal_right2_11/Round"; +"4742 NASNet/separable_conv_1_normal_right2_11/Round" -> "4745 NASNet/separable_conv_1_normal_right2_11/mul"; +"4743 NASNet/separable_conv_1_normal_right2_11/ReadVariableOp/resource" -> "4744 NASNet/separable_conv_1_normal_right2_11/ReadVariableOp"; +"4744 NASNet/separable_conv_1_normal_right2_11/ReadVariableOp" -> "4745 NASNet/separable_conv_1_normal_right2_11/mul"; +"4745 NASNet/separable_conv_1_normal_right2_11/mul" -> "4755 NASNet/separable_conv_1_normal_right2_11/separable_conv2d/depthwise"; +"4746 NASNet/separable_conv_1_normal_right2_11/Sigmoid_1/ReadVariableOp/resource" -> "4747 NASNet/separable_conv_1_normal_right2_11/Sigmoid_1/ReadVariableOp"; +"4747 NASNet/separable_conv_1_normal_right2_11/Sigmoid_1/ReadVariableOp" -> "4748 NASNet/separable_conv_1_normal_right2_11/Sigmoid_1"; +"4748 NASNet/separable_conv_1_normal_right2_11/Sigmoid_1" -> "4749 NASNet/separable_conv_1_normal_right2_11/Round_1"; +"4749 NASNet/separable_conv_1_normal_right2_11/Round_1" -> "4752 NASNet/separable_conv_1_normal_right2_11/mul_1"; +"4750 NASNet/separable_conv_1_normal_right2_11/ReadVariableOp_1/resource" -> "4751 NASNet/separable_conv_1_normal_right2_11/ReadVariableOp_1"; +"4751 NASNet/separable_conv_1_normal_right2_11/ReadVariableOp_1" -> "4752 NASNet/separable_conv_1_normal_right2_11/mul_1"; +"4752 NASNet/separable_conv_1_normal_right2_11/mul_1" -> "4756 NASNet/separable_conv_1_normal_right2_11/separable_conv2d"; +"4755 NASNet/separable_conv_1_normal_right2_11/separable_conv2d/depthwise" -> "4756 NASNet/separable_conv_1_normal_right2_11/separable_conv2d"; +"4756 NASNet/separable_conv_1_normal_right2_11/separable_conv2d" -> "4828 NASNet/separable_conv_1_bn_normal_right2_11/FusedBatchNormV3"; +"4757 NASNet/separable_conv_1_normal_left2_11/Sigmoid/ReadVariableOp/resource" -> "4758 NASNet/separable_conv_1_normal_left2_11/Sigmoid/ReadVariableOp"; 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NASNet/separable_conv_1_normal_left2_11/Sigmoid_1"; +"4766 NASNet/separable_conv_1_normal_left2_11/Sigmoid_1" -> "4767 NASNet/separable_conv_1_normal_left2_11/Round_1"; +"4767 NASNet/separable_conv_1_normal_left2_11/Round_1" -> "4770 NASNet/separable_conv_1_normal_left2_11/mul_1"; +"4768 NASNet/separable_conv_1_normal_left2_11/ReadVariableOp_1/resource" -> "4769 NASNet/separable_conv_1_normal_left2_11/ReadVariableOp_1"; +"4769 NASNet/separable_conv_1_normal_left2_11/ReadVariableOp_1" -> "4770 NASNet/separable_conv_1_normal_left2_11/mul_1"; +"4770 NASNet/separable_conv_1_normal_left2_11/mul_1" -> "4774 NASNet/separable_conv_1_normal_left2_11/separable_conv2d"; +"4773 NASNet/separable_conv_1_normal_left2_11/separable_conv2d/depthwise" -> "4774 NASNet/separable_conv_1_normal_left2_11/separable_conv2d"; +"4774 NASNet/separable_conv_1_normal_left2_11/separable_conv2d" -> "4837 NASNet/separable_conv_1_bn_normal_left2_11/FusedBatchNormV3"; +"4775 NASNet/separable_conv_1_normal_right1_11/Sigmoid/ReadVariableOp/resource" -> "4776 NASNet/separable_conv_1_normal_right1_11/Sigmoid/ReadVariableOp"; +"4776 NASNet/separable_conv_1_normal_right1_11/Sigmoid/ReadVariableOp" -> "4777 NASNet/separable_conv_1_normal_right1_11/Sigmoid"; +"4777 NASNet/separable_conv_1_normal_right1_11/Sigmoid" -> "4778 NASNet/separable_conv_1_normal_right1_11/Round"; +"4778 NASNet/separable_conv_1_normal_right1_11/Round" -> "4781 NASNet/separable_conv_1_normal_right1_11/mul"; +"4779 NASNet/separable_conv_1_normal_right1_11/ReadVariableOp/resource" -> "4780 NASNet/separable_conv_1_normal_right1_11/ReadVariableOp"; +"4780 NASNet/separable_conv_1_normal_right1_11/ReadVariableOp" -> "4781 NASNet/separable_conv_1_normal_right1_11/mul"; +"4781 NASNet/separable_conv_1_normal_right1_11/mul" -> "4791 NASNet/separable_conv_1_normal_right1_11/separable_conv2d/depthwise"; +"4782 NASNet/separable_conv_1_normal_right1_11/Sigmoid_1/ReadVariableOp/resource" -> "4783 NASNet/separable_conv_1_normal_right1_11/Sigmoid_1/ReadVariableOp"; +"4783 NASNet/separable_conv_1_normal_right1_11/Sigmoid_1/ReadVariableOp" -> "4784 NASNet/separable_conv_1_normal_right1_11/Sigmoid_1"; +"4784 NASNet/separable_conv_1_normal_right1_11/Sigmoid_1" -> "4785 NASNet/separable_conv_1_normal_right1_11/Round_1"; +"4785 NASNet/separable_conv_1_normal_right1_11/Round_1" -> "4788 NASNet/separable_conv_1_normal_right1_11/mul_1"; +"4786 NASNet/separable_conv_1_normal_right1_11/ReadVariableOp_1/resource" -> "4787 NASNet/separable_conv_1_normal_right1_11/ReadVariableOp_1"; +"4787 NASNet/separable_conv_1_normal_right1_11/ReadVariableOp_1" -> "4788 NASNet/separable_conv_1_normal_right1_11/mul_1"; +"4788 NASNet/separable_conv_1_normal_right1_11/mul_1" -> "4792 NASNet/separable_conv_1_normal_right1_11/separable_conv2d"; +"4791 NASNet/separable_conv_1_normal_right1_11/separable_conv2d/depthwise" -> "4792 NASNet/separable_conv_1_normal_right1_11/separable_conv2d"; +"4792 NASNet/separable_conv_1_normal_right1_11/separable_conv2d" -> "4846 NASNet/separable_conv_1_bn_normal_right1_11/FusedBatchNormV3"; +"4793 NASNet/separable_conv_1_normal_left1_11/Sigmoid/ReadVariableOp/resource" -> "4794 NASNet/separable_conv_1_normal_left1_11/Sigmoid/ReadVariableOp"; +"4794 NASNet/separable_conv_1_normal_left1_11/Sigmoid/ReadVariableOp" -> "4795 NASNet/separable_conv_1_normal_left1_11/Sigmoid"; +"4795 NASNet/separable_conv_1_normal_left1_11/Sigmoid" -> "4796 NASNet/separable_conv_1_normal_left1_11/Round"; +"4796 NASNet/separable_conv_1_normal_left1_11/Round" -> "4799 NASNet/separable_conv_1_normal_left1_11/mul"; +"4797 NASNet/separable_conv_1_normal_left1_11/ReadVariableOp/resource" -> "4798 NASNet/separable_conv_1_normal_left1_11/ReadVariableOp"; +"4798 NASNet/separable_conv_1_normal_left1_11/ReadVariableOp" -> "4799 NASNet/separable_conv_1_normal_left1_11/mul"; +"4799 NASNet/separable_conv_1_normal_left1_11/mul" -> "4809 NASNet/separable_conv_1_normal_left1_11/separable_conv2d/depthwise"; +"4800 NASNet/separable_conv_1_normal_left1_11/Sigmoid_1/ReadVariableOp/resource" -> "4801 NASNet/separable_conv_1_normal_left1_11/Sigmoid_1/ReadVariableOp"; +"4801 NASNet/separable_conv_1_normal_left1_11/Sigmoid_1/ReadVariableOp" -> "4802 NASNet/separable_conv_1_normal_left1_11/Sigmoid_1"; +"4802 NASNet/separable_conv_1_normal_left1_11/Sigmoid_1" -> "4803 NASNet/separable_conv_1_normal_left1_11/Round_1"; +"4803 NASNet/separable_conv_1_normal_left1_11/Round_1" -> "4806 NASNet/separable_conv_1_normal_left1_11/mul_1"; +"4804 NASNet/separable_conv_1_normal_left1_11/ReadVariableOp_1/resource" -> "4805 NASNet/separable_conv_1_normal_left1_11/ReadVariableOp_1"; +"4805 NASNet/separable_conv_1_normal_left1_11/ReadVariableOp_1" -> "4806 NASNet/separable_conv_1_normal_left1_11/mul_1"; +"4806 NASNet/separable_conv_1_normal_left1_11/mul_1" -> "4810 NASNet/separable_conv_1_normal_left1_11/separable_conv2d"; +"4809 NASNet/separable_conv_1_normal_left1_11/separable_conv2d/depthwise" -> "4810 NASNet/separable_conv_1_normal_left1_11/separable_conv2d"; +"4810 NASNet/separable_conv_1_normal_left1_11/separable_conv2d" -> "4855 NASNet/separable_conv_1_bn_normal_left1_11/FusedBatchNormV3"; +"4811 NASNet/separable_conv_1_bn_normal_left5_11/ReadVariableOp/resource" -> "4812 NASNet/separable_conv_1_bn_normal_left5_11/ReadVariableOp"; +"4812 NASNet/separable_conv_1_bn_normal_left5_11/ReadVariableOp" -> "4819 NASNet/separable_conv_1_bn_normal_left5_11/FusedBatchNormV3"; +"4813 NASNet/separable_conv_1_bn_normal_left5_11/ReadVariableOp_1/resource" -> "4814 NASNet/separable_conv_1_bn_normal_left5_11/ReadVariableOp_1"; +"4814 NASNet/separable_conv_1_bn_normal_left5_11/ReadVariableOp_1" -> "4819 NASNet/separable_conv_1_bn_normal_left5_11/FusedBatchNormV3"; +"4815 NASNet/separable_conv_1_bn_normal_left5_11/FusedBatchNormV3/ReadVariableOp/resource" -> "4816 NASNet/separable_conv_1_bn_normal_left5_11/FusedBatchNormV3/ReadVariableOp"; +"4816 NASNet/separable_conv_1_bn_normal_left5_11/FusedBatchNormV3/ReadVariableOp" -> "4819 NASNet/separable_conv_1_bn_normal_left5_11/FusedBatchNormV3"; +"4817 NASNet/separable_conv_1_bn_normal_left5_11/FusedBatchNormV3/ReadVariableOp_1/resource" -> "4818 NASNet/separable_conv_1_bn_normal_left5_11/FusedBatchNormV3/ReadVariableOp_1"; +"4818 NASNet/separable_conv_1_bn_normal_left5_11/FusedBatchNormV3/ReadVariableOp_1" -> "4819 NASNet/separable_conv_1_bn_normal_left5_11/FusedBatchNormV3"; +"4819 NASNet/separable_conv_1_bn_normal_left5_11/FusedBatchNormV3" -> "4856 NASNet/activation_174/Relu"; +"4820 NASNet/separable_conv_1_bn_normal_right2_11/ReadVariableOp/resource" -> "4821 NASNet/separable_conv_1_bn_normal_right2_11/ReadVariableOp"; +"4821 NASNet/separable_conv_1_bn_normal_right2_11/ReadVariableOp" -> "4828 NASNet/separable_conv_1_bn_normal_right2_11/FusedBatchNormV3"; +"4822 NASNet/separable_conv_1_bn_normal_right2_11/ReadVariableOp_1/resource" -> "4823 NASNet/separable_conv_1_bn_normal_right2_11/ReadVariableOp_1"; +"4823 NASNet/separable_conv_1_bn_normal_right2_11/ReadVariableOp_1" -> "4828 NASNet/separable_conv_1_bn_normal_right2_11/FusedBatchNormV3"; +"4824 NASNet/separable_conv_1_bn_normal_right2_11/FusedBatchNormV3/ReadVariableOp/resource" -> "4825 NASNet/separable_conv_1_bn_normal_right2_11/FusedBatchNormV3/ReadVariableOp"; +"4825 NASNet/separable_conv_1_bn_normal_right2_11/FusedBatchNormV3/ReadVariableOp" -> "4828 NASNet/separable_conv_1_bn_normal_right2_11/FusedBatchNormV3"; +"4826 NASNet/separable_conv_1_bn_normal_right2_11/FusedBatchNormV3/ReadVariableOp_1/resource" -> "4827 NASNet/separable_conv_1_bn_normal_right2_11/FusedBatchNormV3/ReadVariableOp_1"; +"4827 NASNet/separable_conv_1_bn_normal_right2_11/FusedBatchNormV3/ReadVariableOp_1" -> "4828 NASNet/separable_conv_1_bn_normal_right2_11/FusedBatchNormV3"; +"4828 NASNet/separable_conv_1_bn_normal_right2_11/FusedBatchNormV3" -> "4857 NASNet/activation_172/Relu"; +"4829 NASNet/separable_conv_1_bn_normal_left2_11/ReadVariableOp/resource" -> "4830 NASNet/separable_conv_1_bn_normal_left2_11/ReadVariableOp"; +"4830 NASNet/separable_conv_1_bn_normal_left2_11/ReadVariableOp" -> "4837 NASNet/separable_conv_1_bn_normal_left2_11/FusedBatchNormV3"; +"4831 NASNet/separable_conv_1_bn_normal_left2_11/ReadVariableOp_1/resource" -> "4832 NASNet/separable_conv_1_bn_normal_left2_11/ReadVariableOp_1"; +"4832 NASNet/separable_conv_1_bn_normal_left2_11/ReadVariableOp_1" -> "4837 NASNet/separable_conv_1_bn_normal_left2_11/FusedBatchNormV3"; +"4833 NASNet/separable_conv_1_bn_normal_left2_11/FusedBatchNormV3/ReadVariableOp/resource" -> "4834 NASNet/separable_conv_1_bn_normal_left2_11/FusedBatchNormV3/ReadVariableOp"; +"4834 NASNet/separable_conv_1_bn_normal_left2_11/FusedBatchNormV3/ReadVariableOp" -> "4837 NASNet/separable_conv_1_bn_normal_left2_11/FusedBatchNormV3"; 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NASNet/separable_conv_1_bn_normal_right1_11/FusedBatchNormV3"; +"4842 NASNet/separable_conv_1_bn_normal_right1_11/FusedBatchNormV3/ReadVariableOp/resource" -> "4843 NASNet/separable_conv_1_bn_normal_right1_11/FusedBatchNormV3/ReadVariableOp"; +"4843 NASNet/separable_conv_1_bn_normal_right1_11/FusedBatchNormV3/ReadVariableOp" -> "4846 NASNet/separable_conv_1_bn_normal_right1_11/FusedBatchNormV3"; +"4844 NASNet/separable_conv_1_bn_normal_right1_11/FusedBatchNormV3/ReadVariableOp_1/resource" -> "4845 NASNet/separable_conv_1_bn_normal_right1_11/FusedBatchNormV3/ReadVariableOp_1"; +"4845 NASNet/separable_conv_1_bn_normal_right1_11/FusedBatchNormV3/ReadVariableOp_1" -> "4846 NASNet/separable_conv_1_bn_normal_right1_11/FusedBatchNormV3"; +"4846 NASNet/separable_conv_1_bn_normal_right1_11/FusedBatchNormV3" -> "4859 NASNet/activation_168/Relu"; +"4847 NASNet/separable_conv_1_bn_normal_left1_11/ReadVariableOp/resource" -> "4848 NASNet/separable_conv_1_bn_normal_left1_11/ReadVariableOp"; +"4848 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NASNet/separable_conv_2_normal_left5_11/Sigmoid_1"; +"4870 NASNet/separable_conv_2_normal_left5_11/Sigmoid_1" -> "4871 NASNet/separable_conv_2_normal_left5_11/Round_1"; +"4871 NASNet/separable_conv_2_normal_left5_11/Round_1" -> "4874 NASNet/separable_conv_2_normal_left5_11/mul_1"; +"4872 NASNet/separable_conv_2_normal_left5_11/ReadVariableOp_1/resource" -> "4873 NASNet/separable_conv_2_normal_left5_11/ReadVariableOp_1"; +"4873 NASNet/separable_conv_2_normal_left5_11/ReadVariableOp_1" -> "4874 NASNet/separable_conv_2_normal_left5_11/mul_1"; +"4874 NASNet/separable_conv_2_normal_left5_11/mul_1" -> "4878 NASNet/separable_conv_2_normal_left5_11/separable_conv2d"; +"4877 NASNet/separable_conv_2_normal_left5_11/separable_conv2d/depthwise" -> "4878 NASNet/separable_conv_2_normal_left5_11/separable_conv2d"; +"4878 NASNet/separable_conv_2_normal_left5_11/separable_conv2d" -> "4959 NASNet/separable_conv_2_bn_normal_left5_11/FusedBatchNormV3"; +"4879 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NASNet/separable_conv_2_normal_right2_11/Sigmoid_1/ReadVariableOp"; +"4887 NASNet/separable_conv_2_normal_right2_11/Sigmoid_1/ReadVariableOp" -> "4888 NASNet/separable_conv_2_normal_right2_11/Sigmoid_1"; +"4888 NASNet/separable_conv_2_normal_right2_11/Sigmoid_1" -> "4889 NASNet/separable_conv_2_normal_right2_11/Round_1"; +"4889 NASNet/separable_conv_2_normal_right2_11/Round_1" -> "4892 NASNet/separable_conv_2_normal_right2_11/mul_1"; +"4890 NASNet/separable_conv_2_normal_right2_11/ReadVariableOp_1/resource" -> "4891 NASNet/separable_conv_2_normal_right2_11/ReadVariableOp_1"; +"4891 NASNet/separable_conv_2_normal_right2_11/ReadVariableOp_1" -> "4892 NASNet/separable_conv_2_normal_right2_11/mul_1"; +"4892 NASNet/separable_conv_2_normal_right2_11/mul_1" -> "4896 NASNet/separable_conv_2_normal_right2_11/separable_conv2d"; +"4895 NASNet/separable_conv_2_normal_right2_11/separable_conv2d/depthwise" -> "4896 NASNet/separable_conv_2_normal_right2_11/separable_conv2d"; +"4896 NASNet/separable_conv_2_normal_right2_11/separable_conv2d" -> "4980 NASNet/separable_conv_2_bn_normal_right2_11/FusedBatchNormV3"; +"4897 NASNet/separable_conv_2_normal_left2_11/Sigmoid/ReadVariableOp/resource" -> "4898 NASNet/separable_conv_2_normal_left2_11/Sigmoid/ReadVariableOp"; +"4898 NASNet/separable_conv_2_normal_left2_11/Sigmoid/ReadVariableOp" -> "4899 NASNet/separable_conv_2_normal_left2_11/Sigmoid"; +"4899 NASNet/separable_conv_2_normal_left2_11/Sigmoid" -> "4900 NASNet/separable_conv_2_normal_left2_11/Round"; +"4900 NASNet/separable_conv_2_normal_left2_11/Round" -> "4903 NASNet/separable_conv_2_normal_left2_11/mul"; +"4901 NASNet/separable_conv_2_normal_left2_11/ReadVariableOp/resource" -> "4902 NASNet/separable_conv_2_normal_left2_11/ReadVariableOp"; +"4902 NASNet/separable_conv_2_normal_left2_11/ReadVariableOp" -> "4903 NASNet/separable_conv_2_normal_left2_11/mul"; +"4903 NASNet/separable_conv_2_normal_left2_11/mul" -> "4913 NASNet/separable_conv_2_normal_left2_11/separable_conv2d/depthwise"; +"4904 NASNet/separable_conv_2_normal_left2_11/Sigmoid_1/ReadVariableOp/resource" -> "4905 NASNet/separable_conv_2_normal_left2_11/Sigmoid_1/ReadVariableOp"; +"4905 NASNet/separable_conv_2_normal_left2_11/Sigmoid_1/ReadVariableOp" -> "4906 NASNet/separable_conv_2_normal_left2_11/Sigmoid_1"; +"4906 NASNet/separable_conv_2_normal_left2_11/Sigmoid_1" -> "4907 NASNet/separable_conv_2_normal_left2_11/Round_1"; +"4907 NASNet/separable_conv_2_normal_left2_11/Round_1" -> "4910 NASNet/separable_conv_2_normal_left2_11/mul_1"; +"4908 NASNet/separable_conv_2_normal_left2_11/ReadVariableOp_1/resource" -> "4909 NASNet/separable_conv_2_normal_left2_11/ReadVariableOp_1"; +"4909 NASNet/separable_conv_2_normal_left2_11/ReadVariableOp_1" -> "4910 NASNet/separable_conv_2_normal_left2_11/mul_1"; +"4910 NASNet/separable_conv_2_normal_left2_11/mul_1" -> "4914 NASNet/separable_conv_2_normal_left2_11/separable_conv2d"; +"4913 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NASNet/separable_conv_2_normal_right1_11/mul"; +"4921 NASNet/separable_conv_2_normal_right1_11/mul" -> "4931 NASNet/separable_conv_2_normal_right1_11/separable_conv2d/depthwise"; +"4922 NASNet/separable_conv_2_normal_right1_11/Sigmoid_1/ReadVariableOp/resource" -> "4923 NASNet/separable_conv_2_normal_right1_11/Sigmoid_1/ReadVariableOp"; +"4923 NASNet/separable_conv_2_normal_right1_11/Sigmoid_1/ReadVariableOp" -> "4924 NASNet/separable_conv_2_normal_right1_11/Sigmoid_1"; +"4924 NASNet/separable_conv_2_normal_right1_11/Sigmoid_1" -> "4925 NASNet/separable_conv_2_normal_right1_11/Round_1"; +"4925 NASNet/separable_conv_2_normal_right1_11/Round_1" -> "4928 NASNet/separable_conv_2_normal_right1_11/mul_1"; +"4926 NASNet/separable_conv_2_normal_right1_11/ReadVariableOp_1/resource" -> "4927 NASNet/separable_conv_2_normal_right1_11/ReadVariableOp_1"; +"4927 NASNet/separable_conv_2_normal_right1_11/ReadVariableOp_1" -> "4928 NASNet/separable_conv_2_normal_right1_11/mul_1"; +"4928 NASNet/separable_conv_2_normal_right1_11/mul_1" -> "4932 NASNet/separable_conv_2_normal_right1_11/separable_conv2d"; +"4931 NASNet/separable_conv_2_normal_right1_11/separable_conv2d/depthwise" -> "4932 NASNet/separable_conv_2_normal_right1_11/separable_conv2d"; +"4932 NASNet/separable_conv_2_normal_right1_11/separable_conv2d" -> "4998 NASNet/separable_conv_2_bn_normal_right1_11/FusedBatchNormV3"; +"4933 NASNet/separable_conv_2_normal_left1_11/Sigmoid/ReadVariableOp/resource" -> "4934 NASNet/separable_conv_2_normal_left1_11/Sigmoid/ReadVariableOp"; +"4934 NASNet/separable_conv_2_normal_left1_11/Sigmoid/ReadVariableOp" -> "4935 NASNet/separable_conv_2_normal_left1_11/Sigmoid"; +"4935 NASNet/separable_conv_2_normal_left1_11/Sigmoid" -> "4936 NASNet/separable_conv_2_normal_left1_11/Round"; +"4936 NASNet/separable_conv_2_normal_left1_11/Round" -> "4939 NASNet/separable_conv_2_normal_left1_11/mul"; +"4937 NASNet/separable_conv_2_normal_left1_11/ReadVariableOp/resource" -> "4938 NASNet/separable_conv_2_normal_left1_11/ReadVariableOp"; +"4938 NASNet/separable_conv_2_normal_left1_11/ReadVariableOp" -> "4939 NASNet/separable_conv_2_normal_left1_11/mul"; +"4939 NASNet/separable_conv_2_normal_left1_11/mul" -> "4949 NASNet/separable_conv_2_normal_left1_11/separable_conv2d/depthwise"; +"4940 NASNet/separable_conv_2_normal_left1_11/Sigmoid_1/ReadVariableOp/resource" -> "4941 NASNet/separable_conv_2_normal_left1_11/Sigmoid_1/ReadVariableOp"; +"4941 NASNet/separable_conv_2_normal_left1_11/Sigmoid_1/ReadVariableOp" -> "4942 NASNet/separable_conv_2_normal_left1_11/Sigmoid_1"; +"4942 NASNet/separable_conv_2_normal_left1_11/Sigmoid_1" -> "4943 NASNet/separable_conv_2_normal_left1_11/Round_1"; +"4943 NASNet/separable_conv_2_normal_left1_11/Round_1" -> "4946 NASNet/separable_conv_2_normal_left1_11/mul_1"; +"4944 NASNet/separable_conv_2_normal_left1_11/ReadVariableOp_1/resource" -> "4945 NASNet/separable_conv_2_normal_left1_11/ReadVariableOp_1"; +"4945 NASNet/separable_conv_2_normal_left1_11/ReadVariableOp_1" -> "4946 NASNet/separable_conv_2_normal_left1_11/mul_1"; +"4946 NASNet/separable_conv_2_normal_left1_11/mul_1" -> "4950 NASNet/separable_conv_2_normal_left1_11/separable_conv2d"; +"4949 NASNet/separable_conv_2_normal_left1_11/separable_conv2d/depthwise" -> "4950 NASNet/separable_conv_2_normal_left1_11/separable_conv2d"; +"4950 NASNet/separable_conv_2_normal_left1_11/separable_conv2d" -> "4989 NASNet/separable_conv_2_bn_normal_left1_11/FusedBatchNormV3"; +"4951 NASNet/separable_conv_2_bn_normal_left5_11/ReadVariableOp/resource" -> "4952 NASNet/separable_conv_2_bn_normal_left5_11/ReadVariableOp"; +"4952 NASNet/separable_conv_2_bn_normal_left5_11/ReadVariableOp" -> "4959 NASNet/separable_conv_2_bn_normal_left5_11/FusedBatchNormV3"; +"4953 NASNet/separable_conv_2_bn_normal_left5_11/ReadVariableOp_1/resource" -> "4954 NASNet/separable_conv_2_bn_normal_left5_11/ReadVariableOp_1"; +"4954 NASNet/separable_conv_2_bn_normal_left5_11/ReadVariableOp_1" -> "4959 NASNet/separable_conv_2_bn_normal_left5_11/FusedBatchNormV3"; +"4955 NASNet/separable_conv_2_bn_normal_left5_11/FusedBatchNormV3/ReadVariableOp/resource" -> "4956 NASNet/separable_conv_2_bn_normal_left5_11/FusedBatchNormV3/ReadVariableOp"; +"4956 NASNet/separable_conv_2_bn_normal_left5_11/FusedBatchNormV3/ReadVariableOp" -> "4959 NASNet/separable_conv_2_bn_normal_left5_11/FusedBatchNormV3"; +"4957 NASNet/separable_conv_2_bn_normal_left5_11/FusedBatchNormV3/ReadVariableOp_1/resource" -> "4958 NASNet/separable_conv_2_bn_normal_left5_11/FusedBatchNormV3/ReadVariableOp_1"; +"4958 NASNet/separable_conv_2_bn_normal_left5_11/FusedBatchNormV3/ReadVariableOp_1" -> "4959 NASNet/separable_conv_2_bn_normal_left5_11/FusedBatchNormV3"; +"4959 NASNet/separable_conv_2_bn_normal_left5_11/FusedBatchNormV3" -> "5003 NASNet/normal_add_5_11/add"; +"4960 NASNet/normal_left4_11/AvgPool" -> "5002 NASNet/normal_add_4_11/add"; +"4961 NASNet/normal_right4_11/AvgPool" -> "5002 NASNet/normal_add_4_11/add"; +"4962 NASNet/normal_left3_11/AvgPool" -> "5001 NASNet/normal_add_3_11/add"; +"4963 NASNet/separable_conv_2_bn_normal_left2_11/ReadVariableOp/resource" -> "4964 NASNet/separable_conv_2_bn_normal_left2_11/ReadVariableOp"; +"4964 NASNet/separable_conv_2_bn_normal_left2_11/ReadVariableOp" -> "4971 NASNet/separable_conv_2_bn_normal_left2_11/FusedBatchNormV3"; +"4965 NASNet/separable_conv_2_bn_normal_left2_11/ReadVariableOp_1/resource" -> "4966 NASNet/separable_conv_2_bn_normal_left2_11/ReadVariableOp_1"; +"4966 NASNet/separable_conv_2_bn_normal_left2_11/ReadVariableOp_1" -> "4971 NASNet/separable_conv_2_bn_normal_left2_11/FusedBatchNormV3"; +"4967 NASNet/separable_conv_2_bn_normal_left2_11/FusedBatchNormV3/ReadVariableOp/resource" -> "4968 NASNet/separable_conv_2_bn_normal_left2_11/FusedBatchNormV3/ReadVariableOp"; +"4968 NASNet/separable_conv_2_bn_normal_left2_11/FusedBatchNormV3/ReadVariableOp" -> "4971 NASNet/separable_conv_2_bn_normal_left2_11/FusedBatchNormV3"; +"4969 NASNet/separable_conv_2_bn_normal_left2_11/FusedBatchNormV3/ReadVariableOp_1/resource" -> "4970 NASNet/separable_conv_2_bn_normal_left2_11/FusedBatchNormV3/ReadVariableOp_1"; +"4970 NASNet/separable_conv_2_bn_normal_left2_11/FusedBatchNormV3/ReadVariableOp_1" -> "4971 NASNet/separable_conv_2_bn_normal_left2_11/FusedBatchNormV3"; +"4971 NASNet/separable_conv_2_bn_normal_left2_11/FusedBatchNormV3" -> "5000 NASNet/normal_add_2_11/add"; +"4972 NASNet/separable_conv_2_bn_normal_right2_11/ReadVariableOp/resource" -> "4973 NASNet/separable_conv_2_bn_normal_right2_11/ReadVariableOp"; +"4973 NASNet/separable_conv_2_bn_normal_right2_11/ReadVariableOp" -> "4980 NASNet/separable_conv_2_bn_normal_right2_11/FusedBatchNormV3"; +"4974 NASNet/separable_conv_2_bn_normal_right2_11/ReadVariableOp_1/resource" -> "4975 NASNet/separable_conv_2_bn_normal_right2_11/ReadVariableOp_1"; +"4975 NASNet/separable_conv_2_bn_normal_right2_11/ReadVariableOp_1" -> "4980 NASNet/separable_conv_2_bn_normal_right2_11/FusedBatchNormV3"; +"4976 NASNet/separable_conv_2_bn_normal_right2_11/FusedBatchNormV3/ReadVariableOp/resource" -> "4977 NASNet/separable_conv_2_bn_normal_right2_11/FusedBatchNormV3/ReadVariableOp"; +"4977 NASNet/separable_conv_2_bn_normal_right2_11/FusedBatchNormV3/ReadVariableOp" -> "4980 NASNet/separable_conv_2_bn_normal_right2_11/FusedBatchNormV3"; +"4978 NASNet/separable_conv_2_bn_normal_right2_11/FusedBatchNormV3/ReadVariableOp_1/resource" -> "4979 NASNet/separable_conv_2_bn_normal_right2_11/FusedBatchNormV3/ReadVariableOp_1"; +"4979 NASNet/separable_conv_2_bn_normal_right2_11/FusedBatchNormV3/ReadVariableOp_1" -> "4980 NASNet/separable_conv_2_bn_normal_right2_11/FusedBatchNormV3"; +"4980 NASNet/separable_conv_2_bn_normal_right2_11/FusedBatchNormV3" -> "5000 NASNet/normal_add_2_11/add"; +"4981 NASNet/separable_conv_2_bn_normal_left1_11/ReadVariableOp/resource" -> "4982 NASNet/separable_conv_2_bn_normal_left1_11/ReadVariableOp"; +"4982 NASNet/separable_conv_2_bn_normal_left1_11/ReadVariableOp" -> "4989 NASNet/separable_conv_2_bn_normal_left1_11/FusedBatchNormV3"; +"4983 NASNet/separable_conv_2_bn_normal_left1_11/ReadVariableOp_1/resource" -> "4984 NASNet/separable_conv_2_bn_normal_left1_11/ReadVariableOp_1"; +"4984 NASNet/separable_conv_2_bn_normal_left1_11/ReadVariableOp_1" -> "4989 NASNet/separable_conv_2_bn_normal_left1_11/FusedBatchNormV3"; +"4985 NASNet/separable_conv_2_bn_normal_left1_11/FusedBatchNormV3/ReadVariableOp/resource" -> "4986 NASNet/separable_conv_2_bn_normal_left1_11/FusedBatchNormV3/ReadVariableOp"; +"4986 NASNet/separable_conv_2_bn_normal_left1_11/FusedBatchNormV3/ReadVariableOp" -> "4989 NASNet/separable_conv_2_bn_normal_left1_11/FusedBatchNormV3"; +"4987 NASNet/separable_conv_2_bn_normal_left1_11/FusedBatchNormV3/ReadVariableOp_1/resource" -> "4988 NASNet/separable_conv_2_bn_normal_left1_11/FusedBatchNormV3/ReadVariableOp_1"; +"4988 NASNet/separable_conv_2_bn_normal_left1_11/FusedBatchNormV3/ReadVariableOp_1" -> "4989 NASNet/separable_conv_2_bn_normal_left1_11/FusedBatchNormV3"; +"4989 NASNet/separable_conv_2_bn_normal_left1_11/FusedBatchNormV3" -> "4999 NASNet/normal_add_1_11/add"; +"4990 NASNet/separable_conv_2_bn_normal_right1_11/ReadVariableOp/resource" -> "4991 NASNet/separable_conv_2_bn_normal_right1_11/ReadVariableOp"; +"4991 NASNet/separable_conv_2_bn_normal_right1_11/ReadVariableOp" -> "4998 NASNet/separable_conv_2_bn_normal_right1_11/FusedBatchNormV3"; +"4992 NASNet/separable_conv_2_bn_normal_right1_11/ReadVariableOp_1/resource" -> "4993 NASNet/separable_conv_2_bn_normal_right1_11/ReadVariableOp_1"; +"4993 NASNet/separable_conv_2_bn_normal_right1_11/ReadVariableOp_1" -> "4998 NASNet/separable_conv_2_bn_normal_right1_11/FusedBatchNormV3"; +"4994 NASNet/separable_conv_2_bn_normal_right1_11/FusedBatchNormV3/ReadVariableOp/resource" -> "4995 NASNet/separable_conv_2_bn_normal_right1_11/FusedBatchNormV3/ReadVariableOp"; +"4995 NASNet/separable_conv_2_bn_normal_right1_11/FusedBatchNormV3/ReadVariableOp" -> "4998 NASNet/separable_conv_2_bn_normal_right1_11/FusedBatchNormV3"; +"4996 NASNet/separable_conv_2_bn_normal_right1_11/FusedBatchNormV3/ReadVariableOp_1/resource" -> "4997 NASNet/separable_conv_2_bn_normal_right1_11/FusedBatchNormV3/ReadVariableOp_1"; +"4997 NASNet/separable_conv_2_bn_normal_right1_11/FusedBatchNormV3/ReadVariableOp_1" -> "4998 NASNet/separable_conv_2_bn_normal_right1_11/FusedBatchNormV3"; +"4998 NASNet/separable_conv_2_bn_normal_right1_11/FusedBatchNormV3" -> "4999 NASNet/normal_add_1_11/add"; +"4999 NASNet/normal_add_1_11/add" -> "5005 NASNet/normal_concat_11/concat"; +"5000 NASNet/normal_add_2_11/add" -> "5005 NASNet/normal_concat_11/concat"; +"5001 NASNet/normal_add_3_11/add" -> "5005 NASNet/normal_concat_11/concat"; +"5002 NASNet/normal_add_4_11/add" -> "5005 NASNet/normal_concat_11/concat"; +"5003 NASNet/normal_add_5_11/add" -> "5005 NASNet/normal_concat_11/concat"; +"5004 NASNet/normal_concat_11/concat/axis" -> "5005 NASNet/normal_concat_11/concat"; +"5005 NASNet/normal_concat_11/concat" -> "5006 NASNet/activation_176/Relu"; +"5006 NASNet/activation_176/Relu" -> "5015 NASNet/normal_conv_1_12/Conv2D"; +"5007 NASNet/activation_175/Relu" -> "5023 NASNet/adjust_conv_projection_12/Conv2D"; +"5008 NASNet/normal_conv_1_12/Sigmoid/ReadVariableOp/resource" -> "5009 NASNet/normal_conv_1_12/Sigmoid/ReadVariableOp"; +"5009 NASNet/normal_conv_1_12/Sigmoid/ReadVariableOp" -> "5010 NASNet/normal_conv_1_12/Sigmoid"; +"5010 NASNet/normal_conv_1_12/Sigmoid" -> "5011 NASNet/normal_conv_1_12/Round"; +"5011 NASNet/normal_conv_1_12/Round" -> "5014 NASNet/normal_conv_1_12/mul"; +"5012 NASNet/normal_conv_1_12/ReadVariableOp/resource" -> "5013 NASNet/normal_conv_1_12/ReadVariableOp"; +"5013 NASNet/normal_conv_1_12/ReadVariableOp" -> "5014 NASNet/normal_conv_1_12/mul"; +"5014 NASNet/normal_conv_1_12/mul" -> "5015 NASNet/normal_conv_1_12/Conv2D"; +"5015 NASNet/normal_conv_1_12/Conv2D" -> "5041 NASNet/normal_bn_1_12/FusedBatchNormV3"; +"5016 NASNet/adjust_conv_projection_12/Sigmoid/ReadVariableOp/resource" -> "5017 NASNet/adjust_conv_projection_12/Sigmoid/ReadVariableOp"; +"5017 NASNet/adjust_conv_projection_12/Sigmoid/ReadVariableOp" -> "5018 NASNet/adjust_conv_projection_12/Sigmoid"; +"5018 NASNet/adjust_conv_projection_12/Sigmoid" -> "5019 NASNet/adjust_conv_projection_12/Round"; +"5019 NASNet/adjust_conv_projection_12/Round" -> "5022 NASNet/adjust_conv_projection_12/mul"; +"5020 NASNet/adjust_conv_projection_12/ReadVariableOp/resource" -> "5021 NASNet/adjust_conv_projection_12/ReadVariableOp"; +"5021 NASNet/adjust_conv_projection_12/ReadVariableOp" -> "5022 NASNet/adjust_conv_projection_12/mul"; +"5022 NASNet/adjust_conv_projection_12/mul" -> "5023 NASNet/adjust_conv_projection_12/Conv2D"; +"5023 NASNet/adjust_conv_projection_12/Conv2D" -> "5032 NASNet/adjust_bn_12/FusedBatchNormV3"; +"5024 NASNet/adjust_bn_12/ReadVariableOp/resource" -> "5025 NASNet/adjust_bn_12/ReadVariableOp"; +"5025 NASNet/adjust_bn_12/ReadVariableOp" -> "5032 NASNet/adjust_bn_12/FusedBatchNormV3"; +"5026 NASNet/adjust_bn_12/ReadVariableOp_1/resource" -> "5027 NASNet/adjust_bn_12/ReadVariableOp_1"; +"5027 NASNet/adjust_bn_12/ReadVariableOp_1" -> "5032 NASNet/adjust_bn_12/FusedBatchNormV3"; +"5028 NASNet/adjust_bn_12/FusedBatchNormV3/ReadVariableOp/resource" -> "5029 NASNet/adjust_bn_12/FusedBatchNormV3/ReadVariableOp"; +"5029 NASNet/adjust_bn_12/FusedBatchNormV3/ReadVariableOp" -> "5032 NASNet/adjust_bn_12/FusedBatchNormV3"; +"5030 NASNet/adjust_bn_12/FusedBatchNormV3/ReadVariableOp_1/resource" -> "5031 NASNet/adjust_bn_12/FusedBatchNormV3/ReadVariableOp_1"; +"5031 NASNet/adjust_bn_12/FusedBatchNormV3/ReadVariableOp_1" -> "5032 NASNet/adjust_bn_12/FusedBatchNormV3"; +"5032 NASNet/adjust_bn_12/FusedBatchNormV3" -> "5043 NASNet/activation_183/Relu"; +"5032 NASNet/adjust_bn_12/FusedBatchNormV3" -> "5044 NASNet/activation_181/Relu"; +"5032 NASNet/adjust_bn_12/FusedBatchNormV3" -> "5045 NASNet/activation_179/Relu"; +"5032 NASNet/adjust_bn_12/FusedBatchNormV3" -> "5286 NASNet/normal_left4_12/AvgPool"; +"5032 NASNet/adjust_bn_12/FusedBatchNormV3" -> "5287 NASNet/normal_right4_12/AvgPool"; +"5032 NASNet/adjust_bn_12/FusedBatchNormV3" -> "5327 NASNet/normal_add_3_12/add"; +"5032 NASNet/adjust_bn_12/FusedBatchNormV3" -> "5331 NASNet/normal_concat_12/concat"; +"5033 NASNet/normal_bn_1_12/ReadVariableOp/resource" -> "5034 NASNet/normal_bn_1_12/ReadVariableOp"; +"5034 NASNet/normal_bn_1_12/ReadVariableOp" -> "5041 NASNet/normal_bn_1_12/FusedBatchNormV3"; +"5035 NASNet/normal_bn_1_12/ReadVariableOp_1/resource" -> "5036 NASNet/normal_bn_1_12/ReadVariableOp_1"; +"5036 NASNet/normal_bn_1_12/ReadVariableOp_1" -> "5041 NASNet/normal_bn_1_12/FusedBatchNormV3"; +"5037 NASNet/normal_bn_1_12/FusedBatchNormV3/ReadVariableOp/resource" -> "5038 NASNet/normal_bn_1_12/FusedBatchNormV3/ReadVariableOp"; +"5038 NASNet/normal_bn_1_12/FusedBatchNormV3/ReadVariableOp" -> "5041 NASNet/normal_bn_1_12/FusedBatchNormV3"; +"5039 NASNet/normal_bn_1_12/FusedBatchNormV3/ReadVariableOp_1/resource" -> "5040 NASNet/normal_bn_1_12/FusedBatchNormV3/ReadVariableOp_1"; +"5040 NASNet/normal_bn_1_12/FusedBatchNormV3/ReadVariableOp_1" -> "5041 NASNet/normal_bn_1_12/FusedBatchNormV3"; +"5041 NASNet/normal_bn_1_12/FusedBatchNormV3" -> "5042 NASNet/activation_185/Relu"; +"5041 NASNet/normal_bn_1_12/FusedBatchNormV3" -> "5046 NASNet/activation_177/Relu"; +"5041 NASNet/normal_bn_1_12/FusedBatchNormV3" -> "5288 NASNet/normal_left3_12/AvgPool"; +"5041 NASNet/normal_bn_1_12/FusedBatchNormV3" -> "5329 NASNet/normal_add_5_12/add"; +"5042 NASNet/activation_185/Relu" -> "5063 NASNet/separable_conv_1_normal_left5_12/separable_conv2d/depthwise"; +"5043 NASNet/activation_183/Relu" -> "5081 NASNet/separable_conv_1_normal_right2_12/separable_conv2d/depthwise"; +"5044 NASNet/activation_181/Relu" -> "5099 NASNet/separable_conv_1_normal_left2_12/separable_conv2d/depthwise"; +"5045 NASNet/activation_179/Relu" -> "5117 NASNet/separable_conv_1_normal_right1_12/separable_conv2d/depthwise"; +"5046 NASNet/activation_177/Relu" -> "5135 NASNet/separable_conv_1_normal_left1_12/separable_conv2d/depthwise"; +"5047 NASNet/separable_conv_1_normal_left5_12/Sigmoid/ReadVariableOp/resource" -> "5048 NASNet/separable_conv_1_normal_left5_12/Sigmoid/ReadVariableOp"; +"5048 NASNet/separable_conv_1_normal_left5_12/Sigmoid/ReadVariableOp" -> "5049 NASNet/separable_conv_1_normal_left5_12/Sigmoid"; +"5049 NASNet/separable_conv_1_normal_left5_12/Sigmoid" -> "5050 NASNet/separable_conv_1_normal_left5_12/Round"; +"5050 NASNet/separable_conv_1_normal_left5_12/Round" -> "5053 NASNet/separable_conv_1_normal_left5_12/mul"; +"5051 NASNet/separable_conv_1_normal_left5_12/ReadVariableOp/resource" -> "5052 NASNet/separable_conv_1_normal_left5_12/ReadVariableOp"; +"5052 NASNet/separable_conv_1_normal_left5_12/ReadVariableOp" -> "5053 NASNet/separable_conv_1_normal_left5_12/mul"; +"5053 NASNet/separable_conv_1_normal_left5_12/mul" -> "5063 NASNet/separable_conv_1_normal_left5_12/separable_conv2d/depthwise"; +"5054 NASNet/separable_conv_1_normal_left5_12/Sigmoid_1/ReadVariableOp/resource" -> "5055 NASNet/separable_conv_1_normal_left5_12/Sigmoid_1/ReadVariableOp"; +"5055 NASNet/separable_conv_1_normal_left5_12/Sigmoid_1/ReadVariableOp" -> "5056 NASNet/separable_conv_1_normal_left5_12/Sigmoid_1"; +"5056 NASNet/separable_conv_1_normal_left5_12/Sigmoid_1" -> "5057 NASNet/separable_conv_1_normal_left5_12/Round_1"; +"5057 NASNet/separable_conv_1_normal_left5_12/Round_1" -> "5060 NASNet/separable_conv_1_normal_left5_12/mul_1"; +"5058 NASNet/separable_conv_1_normal_left5_12/ReadVariableOp_1/resource" -> "5059 NASNet/separable_conv_1_normal_left5_12/ReadVariableOp_1"; +"5059 NASNet/separable_conv_1_normal_left5_12/ReadVariableOp_1" -> "5060 NASNet/separable_conv_1_normal_left5_12/mul_1"; +"5060 NASNet/separable_conv_1_normal_left5_12/mul_1" -> "5064 NASNet/separable_conv_1_normal_left5_12/separable_conv2d"; +"5063 NASNet/separable_conv_1_normal_left5_12/separable_conv2d/depthwise" -> "5064 NASNet/separable_conv_1_normal_left5_12/separable_conv2d"; +"5064 NASNet/separable_conv_1_normal_left5_12/separable_conv2d" -> "5145 NASNet/separable_conv_1_bn_normal_left5_12/FusedBatchNormV3"; +"5065 NASNet/separable_conv_1_normal_right2_12/Sigmoid/ReadVariableOp/resource" -> "5066 NASNet/separable_conv_1_normal_right2_12/Sigmoid/ReadVariableOp"; +"5066 NASNet/separable_conv_1_normal_right2_12/Sigmoid/ReadVariableOp" -> "5067 NASNet/separable_conv_1_normal_right2_12/Sigmoid"; +"5067 NASNet/separable_conv_1_normal_right2_12/Sigmoid" -> "5068 NASNet/separable_conv_1_normal_right2_12/Round"; +"5068 NASNet/separable_conv_1_normal_right2_12/Round" -> "5071 NASNet/separable_conv_1_normal_right2_12/mul"; +"5069 NASNet/separable_conv_1_normal_right2_12/ReadVariableOp/resource" -> "5070 NASNet/separable_conv_1_normal_right2_12/ReadVariableOp"; +"5070 NASNet/separable_conv_1_normal_right2_12/ReadVariableOp" -> "5071 NASNet/separable_conv_1_normal_right2_12/mul"; +"5071 NASNet/separable_conv_1_normal_right2_12/mul" -> "5081 NASNet/separable_conv_1_normal_right2_12/separable_conv2d/depthwise"; +"5072 NASNet/separable_conv_1_normal_right2_12/Sigmoid_1/ReadVariableOp/resource" -> "5073 NASNet/separable_conv_1_normal_right2_12/Sigmoid_1/ReadVariableOp"; +"5073 NASNet/separable_conv_1_normal_right2_12/Sigmoid_1/ReadVariableOp" -> "5074 NASNet/separable_conv_1_normal_right2_12/Sigmoid_1"; +"5074 NASNet/separable_conv_1_normal_right2_12/Sigmoid_1" -> "5075 NASNet/separable_conv_1_normal_right2_12/Round_1"; +"5075 NASNet/separable_conv_1_normal_right2_12/Round_1" -> "5078 NASNet/separable_conv_1_normal_right2_12/mul_1"; +"5076 NASNet/separable_conv_1_normal_right2_12/ReadVariableOp_1/resource" -> "5077 NASNet/separable_conv_1_normal_right2_12/ReadVariableOp_1"; +"5077 NASNet/separable_conv_1_normal_right2_12/ReadVariableOp_1" -> "5078 NASNet/separable_conv_1_normal_right2_12/mul_1"; +"5078 NASNet/separable_conv_1_normal_right2_12/mul_1" -> "5082 NASNet/separable_conv_1_normal_right2_12/separable_conv2d"; +"5081 NASNet/separable_conv_1_normal_right2_12/separable_conv2d/depthwise" -> "5082 NASNet/separable_conv_1_normal_right2_12/separable_conv2d"; +"5082 NASNet/separable_conv_1_normal_right2_12/separable_conv2d" -> "5154 NASNet/separable_conv_1_bn_normal_right2_12/FusedBatchNormV3"; +"5083 NASNet/separable_conv_1_normal_left2_12/Sigmoid/ReadVariableOp/resource" -> "5084 NASNet/separable_conv_1_normal_left2_12/Sigmoid/ReadVariableOp"; +"5084 NASNet/separable_conv_1_normal_left2_12/Sigmoid/ReadVariableOp" -> "5085 NASNet/separable_conv_1_normal_left2_12/Sigmoid"; +"5085 NASNet/separable_conv_1_normal_left2_12/Sigmoid" -> "5086 NASNet/separable_conv_1_normal_left2_12/Round"; +"5086 NASNet/separable_conv_1_normal_left2_12/Round" -> "5089 NASNet/separable_conv_1_normal_left2_12/mul"; +"5087 NASNet/separable_conv_1_normal_left2_12/ReadVariableOp/resource" -> "5088 NASNet/separable_conv_1_normal_left2_12/ReadVariableOp"; +"5088 NASNet/separable_conv_1_normal_left2_12/ReadVariableOp" -> "5089 NASNet/separable_conv_1_normal_left2_12/mul"; +"5089 NASNet/separable_conv_1_normal_left2_12/mul" -> "5099 NASNet/separable_conv_1_normal_left2_12/separable_conv2d/depthwise"; +"5090 NASNet/separable_conv_1_normal_left2_12/Sigmoid_1/ReadVariableOp/resource" -> "5091 NASNet/separable_conv_1_normal_left2_12/Sigmoid_1/ReadVariableOp"; +"5091 NASNet/separable_conv_1_normal_left2_12/Sigmoid_1/ReadVariableOp" -> "5092 NASNet/separable_conv_1_normal_left2_12/Sigmoid_1"; +"5092 NASNet/separable_conv_1_normal_left2_12/Sigmoid_1" -> "5093 NASNet/separable_conv_1_normal_left2_12/Round_1"; +"5093 NASNet/separable_conv_1_normal_left2_12/Round_1" -> "5096 NASNet/separable_conv_1_normal_left2_12/mul_1"; +"5094 NASNet/separable_conv_1_normal_left2_12/ReadVariableOp_1/resource" -> "5095 NASNet/separable_conv_1_normal_left2_12/ReadVariableOp_1"; +"5095 NASNet/separable_conv_1_normal_left2_12/ReadVariableOp_1" -> "5096 NASNet/separable_conv_1_normal_left2_12/mul_1"; +"5096 NASNet/separable_conv_1_normal_left2_12/mul_1" -> "5100 NASNet/separable_conv_1_normal_left2_12/separable_conv2d"; +"5099 NASNet/separable_conv_1_normal_left2_12/separable_conv2d/depthwise" -> "5100 NASNet/separable_conv_1_normal_left2_12/separable_conv2d"; +"5100 NASNet/separable_conv_1_normal_left2_12/separable_conv2d" -> "5163 NASNet/separable_conv_1_bn_normal_left2_12/FusedBatchNormV3"; +"5101 NASNet/separable_conv_1_normal_right1_12/Sigmoid/ReadVariableOp/resource" -> "5102 NASNet/separable_conv_1_normal_right1_12/Sigmoid/ReadVariableOp"; +"5102 NASNet/separable_conv_1_normal_right1_12/Sigmoid/ReadVariableOp" -> "5103 NASNet/separable_conv_1_normal_right1_12/Sigmoid"; +"5103 NASNet/separable_conv_1_normal_right1_12/Sigmoid" -> "5104 NASNet/separable_conv_1_normal_right1_12/Round"; +"5104 NASNet/separable_conv_1_normal_right1_12/Round" -> "5107 NASNet/separable_conv_1_normal_right1_12/mul"; +"5105 NASNet/separable_conv_1_normal_right1_12/ReadVariableOp/resource" -> "5106 NASNet/separable_conv_1_normal_right1_12/ReadVariableOp"; +"5106 NASNet/separable_conv_1_normal_right1_12/ReadVariableOp" -> "5107 NASNet/separable_conv_1_normal_right1_12/mul"; +"5107 NASNet/separable_conv_1_normal_right1_12/mul" -> "5117 NASNet/separable_conv_1_normal_right1_12/separable_conv2d/depthwise"; +"5108 NASNet/separable_conv_1_normal_right1_12/Sigmoid_1/ReadVariableOp/resource" -> "5109 NASNet/separable_conv_1_normal_right1_12/Sigmoid_1/ReadVariableOp"; +"5109 NASNet/separable_conv_1_normal_right1_12/Sigmoid_1/ReadVariableOp" -> "5110 NASNet/separable_conv_1_normal_right1_12/Sigmoid_1"; +"5110 NASNet/separable_conv_1_normal_right1_12/Sigmoid_1" -> "5111 NASNet/separable_conv_1_normal_right1_12/Round_1"; +"5111 NASNet/separable_conv_1_normal_right1_12/Round_1" -> "5114 NASNet/separable_conv_1_normal_right1_12/mul_1"; +"5112 NASNet/separable_conv_1_normal_right1_12/ReadVariableOp_1/resource" -> "5113 NASNet/separable_conv_1_normal_right1_12/ReadVariableOp_1"; +"5113 NASNet/separable_conv_1_normal_right1_12/ReadVariableOp_1" -> "5114 NASNet/separable_conv_1_normal_right1_12/mul_1"; +"5114 NASNet/separable_conv_1_normal_right1_12/mul_1" -> "5118 NASNet/separable_conv_1_normal_right1_12/separable_conv2d"; +"5117 NASNet/separable_conv_1_normal_right1_12/separable_conv2d/depthwise" -> "5118 NASNet/separable_conv_1_normal_right1_12/separable_conv2d"; +"5118 NASNet/separable_conv_1_normal_right1_12/separable_conv2d" -> "5172 NASNet/separable_conv_1_bn_normal_right1_12/FusedBatchNormV3"; +"5119 NASNet/separable_conv_1_normal_left1_12/Sigmoid/ReadVariableOp/resource" -> "5120 NASNet/separable_conv_1_normal_left1_12/Sigmoid/ReadVariableOp"; +"5120 NASNet/separable_conv_1_normal_left1_12/Sigmoid/ReadVariableOp" -> "5121 NASNet/separable_conv_1_normal_left1_12/Sigmoid"; +"5121 NASNet/separable_conv_1_normal_left1_12/Sigmoid" -> "5122 NASNet/separable_conv_1_normal_left1_12/Round"; +"5122 NASNet/separable_conv_1_normal_left1_12/Round" -> "5125 NASNet/separable_conv_1_normal_left1_12/mul"; +"5123 NASNet/separable_conv_1_normal_left1_12/ReadVariableOp/resource" -> "5124 NASNet/separable_conv_1_normal_left1_12/ReadVariableOp"; +"5124 NASNet/separable_conv_1_normal_left1_12/ReadVariableOp" -> "5125 NASNet/separable_conv_1_normal_left1_12/mul"; +"5125 NASNet/separable_conv_1_normal_left1_12/mul" -> "5135 NASNet/separable_conv_1_normal_left1_12/separable_conv2d/depthwise"; +"5126 NASNet/separable_conv_1_normal_left1_12/Sigmoid_1/ReadVariableOp/resource" -> "5127 NASNet/separable_conv_1_normal_left1_12/Sigmoid_1/ReadVariableOp"; +"5127 NASNet/separable_conv_1_normal_left1_12/Sigmoid_1/ReadVariableOp" -> "5128 NASNet/separable_conv_1_normal_left1_12/Sigmoid_1"; +"5128 NASNet/separable_conv_1_normal_left1_12/Sigmoid_1" -> "5129 NASNet/separable_conv_1_normal_left1_12/Round_1"; +"5129 NASNet/separable_conv_1_normal_left1_12/Round_1" -> "5132 NASNet/separable_conv_1_normal_left1_12/mul_1"; +"5130 NASNet/separable_conv_1_normal_left1_12/ReadVariableOp_1/resource" -> "5131 NASNet/separable_conv_1_normal_left1_12/ReadVariableOp_1"; +"5131 NASNet/separable_conv_1_normal_left1_12/ReadVariableOp_1" -> "5132 NASNet/separable_conv_1_normal_left1_12/mul_1"; +"5132 NASNet/separable_conv_1_normal_left1_12/mul_1" -> "5136 NASNet/separable_conv_1_normal_left1_12/separable_conv2d"; +"5135 NASNet/separable_conv_1_normal_left1_12/separable_conv2d/depthwise" -> "5136 NASNet/separable_conv_1_normal_left1_12/separable_conv2d"; +"5136 NASNet/separable_conv_1_normal_left1_12/separable_conv2d" -> "5181 NASNet/separable_conv_1_bn_normal_left1_12/FusedBatchNormV3"; +"5137 NASNet/separable_conv_1_bn_normal_left5_12/ReadVariableOp/resource" -> "5138 NASNet/separable_conv_1_bn_normal_left5_12/ReadVariableOp"; +"5138 NASNet/separable_conv_1_bn_normal_left5_12/ReadVariableOp" -> "5145 NASNet/separable_conv_1_bn_normal_left5_12/FusedBatchNormV3"; +"5139 NASNet/separable_conv_1_bn_normal_left5_12/ReadVariableOp_1/resource" -> "5140 NASNet/separable_conv_1_bn_normal_left5_12/ReadVariableOp_1"; +"5140 NASNet/separable_conv_1_bn_normal_left5_12/ReadVariableOp_1" -> "5145 NASNet/separable_conv_1_bn_normal_left5_12/FusedBatchNormV3"; +"5141 NASNet/separable_conv_1_bn_normal_left5_12/FusedBatchNormV3/ReadVariableOp/resource" -> "5142 NASNet/separable_conv_1_bn_normal_left5_12/FusedBatchNormV3/ReadVariableOp"; +"5142 NASNet/separable_conv_1_bn_normal_left5_12/FusedBatchNormV3/ReadVariableOp" -> "5145 NASNet/separable_conv_1_bn_normal_left5_12/FusedBatchNormV3"; +"5143 NASNet/separable_conv_1_bn_normal_left5_12/FusedBatchNormV3/ReadVariableOp_1/resource" -> "5144 NASNet/separable_conv_1_bn_normal_left5_12/FusedBatchNormV3/ReadVariableOp_1"; +"5144 NASNet/separable_conv_1_bn_normal_left5_12/FusedBatchNormV3/ReadVariableOp_1" -> "5145 NASNet/separable_conv_1_bn_normal_left5_12/FusedBatchNormV3"; +"5145 NASNet/separable_conv_1_bn_normal_left5_12/FusedBatchNormV3" -> "5182 NASNet/activation_186/Relu"; +"5146 NASNet/separable_conv_1_bn_normal_right2_12/ReadVariableOp/resource" -> "5147 NASNet/separable_conv_1_bn_normal_right2_12/ReadVariableOp"; +"5147 NASNet/separable_conv_1_bn_normal_right2_12/ReadVariableOp" -> "5154 NASNet/separable_conv_1_bn_normal_right2_12/FusedBatchNormV3"; +"5148 NASNet/separable_conv_1_bn_normal_right2_12/ReadVariableOp_1/resource" -> "5149 NASNet/separable_conv_1_bn_normal_right2_12/ReadVariableOp_1"; +"5149 NASNet/separable_conv_1_bn_normal_right2_12/ReadVariableOp_1" -> "5154 NASNet/separable_conv_1_bn_normal_right2_12/FusedBatchNormV3"; +"5150 NASNet/separable_conv_1_bn_normal_right2_12/FusedBatchNormV3/ReadVariableOp/resource" -> "5151 NASNet/separable_conv_1_bn_normal_right2_12/FusedBatchNormV3/ReadVariableOp"; +"5151 NASNet/separable_conv_1_bn_normal_right2_12/FusedBatchNormV3/ReadVariableOp" -> "5154 NASNet/separable_conv_1_bn_normal_right2_12/FusedBatchNormV3"; +"5152 NASNet/separable_conv_1_bn_normal_right2_12/FusedBatchNormV3/ReadVariableOp_1/resource" -> "5153 NASNet/separable_conv_1_bn_normal_right2_12/FusedBatchNormV3/ReadVariableOp_1"; +"5153 NASNet/separable_conv_1_bn_normal_right2_12/FusedBatchNormV3/ReadVariableOp_1" -> "5154 NASNet/separable_conv_1_bn_normal_right2_12/FusedBatchNormV3"; +"5154 NASNet/separable_conv_1_bn_normal_right2_12/FusedBatchNormV3" -> "5183 NASNet/activation_184/Relu"; +"5155 NASNet/separable_conv_1_bn_normal_left2_12/ReadVariableOp/resource" -> "5156 NASNet/separable_conv_1_bn_normal_left2_12/ReadVariableOp"; +"5156 NASNet/separable_conv_1_bn_normal_left2_12/ReadVariableOp" -> "5163 NASNet/separable_conv_1_bn_normal_left2_12/FusedBatchNormV3"; +"5157 NASNet/separable_conv_1_bn_normal_left2_12/ReadVariableOp_1/resource" -> "5158 NASNet/separable_conv_1_bn_normal_left2_12/ReadVariableOp_1"; +"5158 NASNet/separable_conv_1_bn_normal_left2_12/ReadVariableOp_1" -> "5163 NASNet/separable_conv_1_bn_normal_left2_12/FusedBatchNormV3"; +"5159 NASNet/separable_conv_1_bn_normal_left2_12/FusedBatchNormV3/ReadVariableOp/resource" -> "5160 NASNet/separable_conv_1_bn_normal_left2_12/FusedBatchNormV3/ReadVariableOp"; +"5160 NASNet/separable_conv_1_bn_normal_left2_12/FusedBatchNormV3/ReadVariableOp" -> "5163 NASNet/separable_conv_1_bn_normal_left2_12/FusedBatchNormV3"; +"5161 NASNet/separable_conv_1_bn_normal_left2_12/FusedBatchNormV3/ReadVariableOp_1/resource" -> "5162 NASNet/separable_conv_1_bn_normal_left2_12/FusedBatchNormV3/ReadVariableOp_1"; +"5162 NASNet/separable_conv_1_bn_normal_left2_12/FusedBatchNormV3/ReadVariableOp_1" -> "5163 NASNet/separable_conv_1_bn_normal_left2_12/FusedBatchNormV3"; +"5163 NASNet/separable_conv_1_bn_normal_left2_12/FusedBatchNormV3" -> "5184 NASNet/activation_182/Relu"; +"5164 NASNet/separable_conv_1_bn_normal_right1_12/ReadVariableOp/resource" -> "5165 NASNet/separable_conv_1_bn_normal_right1_12/ReadVariableOp"; +"5165 NASNet/separable_conv_1_bn_normal_right1_12/ReadVariableOp" -> "5172 NASNet/separable_conv_1_bn_normal_right1_12/FusedBatchNormV3"; +"5166 NASNet/separable_conv_1_bn_normal_right1_12/ReadVariableOp_1/resource" -> "5167 NASNet/separable_conv_1_bn_normal_right1_12/ReadVariableOp_1"; +"5167 NASNet/separable_conv_1_bn_normal_right1_12/ReadVariableOp_1" -> "5172 NASNet/separable_conv_1_bn_normal_right1_12/FusedBatchNormV3"; +"5168 NASNet/separable_conv_1_bn_normal_right1_12/FusedBatchNormV3/ReadVariableOp/resource" -> "5169 NASNet/separable_conv_1_bn_normal_right1_12/FusedBatchNormV3/ReadVariableOp"; +"5169 NASNet/separable_conv_1_bn_normal_right1_12/FusedBatchNormV3/ReadVariableOp" -> "5172 NASNet/separable_conv_1_bn_normal_right1_12/FusedBatchNormV3"; +"5170 NASNet/separable_conv_1_bn_normal_right1_12/FusedBatchNormV3/ReadVariableOp_1/resource" -> "5171 NASNet/separable_conv_1_bn_normal_right1_12/FusedBatchNormV3/ReadVariableOp_1"; +"5171 NASNet/separable_conv_1_bn_normal_right1_12/FusedBatchNormV3/ReadVariableOp_1" -> "5172 NASNet/separable_conv_1_bn_normal_right1_12/FusedBatchNormV3"; +"5172 NASNet/separable_conv_1_bn_normal_right1_12/FusedBatchNormV3" -> "5185 NASNet/activation_180/Relu"; +"5173 NASNet/separable_conv_1_bn_normal_left1_12/ReadVariableOp/resource" -> "5174 NASNet/separable_conv_1_bn_normal_left1_12/ReadVariableOp"; +"5174 NASNet/separable_conv_1_bn_normal_left1_12/ReadVariableOp" -> "5181 NASNet/separable_conv_1_bn_normal_left1_12/FusedBatchNormV3"; +"5175 NASNet/separable_conv_1_bn_normal_left1_12/ReadVariableOp_1/resource" -> "5176 NASNet/separable_conv_1_bn_normal_left1_12/ReadVariableOp_1"; +"5176 NASNet/separable_conv_1_bn_normal_left1_12/ReadVariableOp_1" -> "5181 NASNet/separable_conv_1_bn_normal_left1_12/FusedBatchNormV3"; +"5177 NASNet/separable_conv_1_bn_normal_left1_12/FusedBatchNormV3/ReadVariableOp/resource" -> "5178 NASNet/separable_conv_1_bn_normal_left1_12/FusedBatchNormV3/ReadVariableOp"; +"5178 NASNet/separable_conv_1_bn_normal_left1_12/FusedBatchNormV3/ReadVariableOp" -> "5181 NASNet/separable_conv_1_bn_normal_left1_12/FusedBatchNormV3"; +"5179 NASNet/separable_conv_1_bn_normal_left1_12/FusedBatchNormV3/ReadVariableOp_1/resource" -> "5180 NASNet/separable_conv_1_bn_normal_left1_12/FusedBatchNormV3/ReadVariableOp_1"; +"5180 NASNet/separable_conv_1_bn_normal_left1_12/FusedBatchNormV3/ReadVariableOp_1" -> "5181 NASNet/separable_conv_1_bn_normal_left1_12/FusedBatchNormV3"; +"5181 NASNet/separable_conv_1_bn_normal_left1_12/FusedBatchNormV3" -> "5186 NASNet/activation_178/Relu"; +"5182 NASNet/activation_186/Relu" -> "5203 NASNet/separable_conv_2_normal_left5_12/separable_conv2d/depthwise"; +"5183 NASNet/activation_184/Relu" -> "5221 NASNet/separable_conv_2_normal_right2_12/separable_conv2d/depthwise"; +"5184 NASNet/activation_182/Relu" -> "5239 NASNet/separable_conv_2_normal_left2_12/separable_conv2d/depthwise"; +"5185 NASNet/activation_180/Relu" -> "5257 NASNet/separable_conv_2_normal_right1_12/separable_conv2d/depthwise"; +"5186 NASNet/activation_178/Relu" -> "5275 NASNet/separable_conv_2_normal_left1_12/separable_conv2d/depthwise"; +"5187 NASNet/separable_conv_2_normal_left5_12/Sigmoid/ReadVariableOp/resource" -> "5188 NASNet/separable_conv_2_normal_left5_12/Sigmoid/ReadVariableOp"; +"5188 NASNet/separable_conv_2_normal_left5_12/Sigmoid/ReadVariableOp" -> "5189 NASNet/separable_conv_2_normal_left5_12/Sigmoid"; +"5189 NASNet/separable_conv_2_normal_left5_12/Sigmoid" -> "5190 NASNet/separable_conv_2_normal_left5_12/Round"; +"5190 NASNet/separable_conv_2_normal_left5_12/Round" -> "5193 NASNet/separable_conv_2_normal_left5_12/mul"; +"5191 NASNet/separable_conv_2_normal_left5_12/ReadVariableOp/resource" -> "5192 NASNet/separable_conv_2_normal_left5_12/ReadVariableOp"; +"5192 NASNet/separable_conv_2_normal_left5_12/ReadVariableOp" -> "5193 NASNet/separable_conv_2_normal_left5_12/mul"; +"5193 NASNet/separable_conv_2_normal_left5_12/mul" -> "5203 NASNet/separable_conv_2_normal_left5_12/separable_conv2d/depthwise"; +"5194 NASNet/separable_conv_2_normal_left5_12/Sigmoid_1/ReadVariableOp/resource" -> "5195 NASNet/separable_conv_2_normal_left5_12/Sigmoid_1/ReadVariableOp"; +"5195 NASNet/separable_conv_2_normal_left5_12/Sigmoid_1/ReadVariableOp" -> "5196 NASNet/separable_conv_2_normal_left5_12/Sigmoid_1"; +"5196 NASNet/separable_conv_2_normal_left5_12/Sigmoid_1" -> "5197 NASNet/separable_conv_2_normal_left5_12/Round_1"; +"5197 NASNet/separable_conv_2_normal_left5_12/Round_1" -> "5200 NASNet/separable_conv_2_normal_left5_12/mul_1"; +"5198 NASNet/separable_conv_2_normal_left5_12/ReadVariableOp_1/resource" -> "5199 NASNet/separable_conv_2_normal_left5_12/ReadVariableOp_1"; +"5199 NASNet/separable_conv_2_normal_left5_12/ReadVariableOp_1" -> "5200 NASNet/separable_conv_2_normal_left5_12/mul_1"; +"5200 NASNet/separable_conv_2_normal_left5_12/mul_1" -> "5204 NASNet/separable_conv_2_normal_left5_12/separable_conv2d"; +"5203 NASNet/separable_conv_2_normal_left5_12/separable_conv2d/depthwise" -> "5204 NASNet/separable_conv_2_normal_left5_12/separable_conv2d"; +"5204 NASNet/separable_conv_2_normal_left5_12/separable_conv2d" -> "5285 NASNet/separable_conv_2_bn_normal_left5_12/FusedBatchNormV3"; +"5205 NASNet/separable_conv_2_normal_right2_12/Sigmoid/ReadVariableOp/resource" -> "5206 NASNet/separable_conv_2_normal_right2_12/Sigmoid/ReadVariableOp"; +"5206 NASNet/separable_conv_2_normal_right2_12/Sigmoid/ReadVariableOp" -> "5207 NASNet/separable_conv_2_normal_right2_12/Sigmoid"; +"5207 NASNet/separable_conv_2_normal_right2_12/Sigmoid" -> "5208 NASNet/separable_conv_2_normal_right2_12/Round"; +"5208 NASNet/separable_conv_2_normal_right2_12/Round" -> "5211 NASNet/separable_conv_2_normal_right2_12/mul"; +"5209 NASNet/separable_conv_2_normal_right2_12/ReadVariableOp/resource" -> "5210 NASNet/separable_conv_2_normal_right2_12/ReadVariableOp"; +"5210 NASNet/separable_conv_2_normal_right2_12/ReadVariableOp" -> "5211 NASNet/separable_conv_2_normal_right2_12/mul"; +"5211 NASNet/separable_conv_2_normal_right2_12/mul" -> "5221 NASNet/separable_conv_2_normal_right2_12/separable_conv2d/depthwise"; +"5212 NASNet/separable_conv_2_normal_right2_12/Sigmoid_1/ReadVariableOp/resource" -> "5213 NASNet/separable_conv_2_normal_right2_12/Sigmoid_1/ReadVariableOp"; +"5213 NASNet/separable_conv_2_normal_right2_12/Sigmoid_1/ReadVariableOp" -> "5214 NASNet/separable_conv_2_normal_right2_12/Sigmoid_1"; +"5214 NASNet/separable_conv_2_normal_right2_12/Sigmoid_1" -> "5215 NASNet/separable_conv_2_normal_right2_12/Round_1"; +"5215 NASNet/separable_conv_2_normal_right2_12/Round_1" -> "5218 NASNet/separable_conv_2_normal_right2_12/mul_1"; +"5216 NASNet/separable_conv_2_normal_right2_12/ReadVariableOp_1/resource" -> "5217 NASNet/separable_conv_2_normal_right2_12/ReadVariableOp_1"; +"5217 NASNet/separable_conv_2_normal_right2_12/ReadVariableOp_1" -> "5218 NASNet/separable_conv_2_normal_right2_12/mul_1"; +"5218 NASNet/separable_conv_2_normal_right2_12/mul_1" -> "5222 NASNet/separable_conv_2_normal_right2_12/separable_conv2d"; +"5221 NASNet/separable_conv_2_normal_right2_12/separable_conv2d/depthwise" -> "5222 NASNet/separable_conv_2_normal_right2_12/separable_conv2d"; +"5222 NASNet/separable_conv_2_normal_right2_12/separable_conv2d" -> "5306 NASNet/separable_conv_2_bn_normal_right2_12/FusedBatchNormV3"; +"5223 NASNet/separable_conv_2_normal_left2_12/Sigmoid/ReadVariableOp/resource" -> "5224 NASNet/separable_conv_2_normal_left2_12/Sigmoid/ReadVariableOp"; +"5224 NASNet/separable_conv_2_normal_left2_12/Sigmoid/ReadVariableOp" -> "5225 NASNet/separable_conv_2_normal_left2_12/Sigmoid"; +"5225 NASNet/separable_conv_2_normal_left2_12/Sigmoid" -> "5226 NASNet/separable_conv_2_normal_left2_12/Round"; +"5226 NASNet/separable_conv_2_normal_left2_12/Round" -> "5229 NASNet/separable_conv_2_normal_left2_12/mul"; +"5227 NASNet/separable_conv_2_normal_left2_12/ReadVariableOp/resource" -> "5228 NASNet/separable_conv_2_normal_left2_12/ReadVariableOp"; +"5228 NASNet/separable_conv_2_normal_left2_12/ReadVariableOp" -> "5229 NASNet/separable_conv_2_normal_left2_12/mul"; +"5229 NASNet/separable_conv_2_normal_left2_12/mul" -> "5239 NASNet/separable_conv_2_normal_left2_12/separable_conv2d/depthwise"; +"5230 NASNet/separable_conv_2_normal_left2_12/Sigmoid_1/ReadVariableOp/resource" -> "5231 NASNet/separable_conv_2_normal_left2_12/Sigmoid_1/ReadVariableOp"; +"5231 NASNet/separable_conv_2_normal_left2_12/Sigmoid_1/ReadVariableOp" -> "5232 NASNet/separable_conv_2_normal_left2_12/Sigmoid_1"; +"5232 NASNet/separable_conv_2_normal_left2_12/Sigmoid_1" -> "5233 NASNet/separable_conv_2_normal_left2_12/Round_1"; +"5233 NASNet/separable_conv_2_normal_left2_12/Round_1" -> "5236 NASNet/separable_conv_2_normal_left2_12/mul_1"; +"5234 NASNet/separable_conv_2_normal_left2_12/ReadVariableOp_1/resource" -> "5235 NASNet/separable_conv_2_normal_left2_12/ReadVariableOp_1"; +"5235 NASNet/separable_conv_2_normal_left2_12/ReadVariableOp_1" -> "5236 NASNet/separable_conv_2_normal_left2_12/mul_1"; +"5236 NASNet/separable_conv_2_normal_left2_12/mul_1" -> "5240 NASNet/separable_conv_2_normal_left2_12/separable_conv2d"; +"5239 NASNet/separable_conv_2_normal_left2_12/separable_conv2d/depthwise" -> "5240 NASNet/separable_conv_2_normal_left2_12/separable_conv2d"; +"5240 NASNet/separable_conv_2_normal_left2_12/separable_conv2d" -> "5297 NASNet/separable_conv_2_bn_normal_left2_12/FusedBatchNormV3"; +"5241 NASNet/separable_conv_2_normal_right1_12/Sigmoid/ReadVariableOp/resource" -> "5242 NASNet/separable_conv_2_normal_right1_12/Sigmoid/ReadVariableOp"; +"5242 NASNet/separable_conv_2_normal_right1_12/Sigmoid/ReadVariableOp" -> "5243 NASNet/separable_conv_2_normal_right1_12/Sigmoid"; +"5243 NASNet/separable_conv_2_normal_right1_12/Sigmoid" -> "5244 NASNet/separable_conv_2_normal_right1_12/Round"; +"5244 NASNet/separable_conv_2_normal_right1_12/Round" -> "5247 NASNet/separable_conv_2_normal_right1_12/mul"; +"5245 NASNet/separable_conv_2_normal_right1_12/ReadVariableOp/resource" -> "5246 NASNet/separable_conv_2_normal_right1_12/ReadVariableOp"; +"5246 NASNet/separable_conv_2_normal_right1_12/ReadVariableOp" -> "5247 NASNet/separable_conv_2_normal_right1_12/mul"; +"5247 NASNet/separable_conv_2_normal_right1_12/mul" -> "5257 NASNet/separable_conv_2_normal_right1_12/separable_conv2d/depthwise"; +"5248 NASNet/separable_conv_2_normal_right1_12/Sigmoid_1/ReadVariableOp/resource" -> "5249 NASNet/separable_conv_2_normal_right1_12/Sigmoid_1/ReadVariableOp"; +"5249 NASNet/separable_conv_2_normal_right1_12/Sigmoid_1/ReadVariableOp" -> "5250 NASNet/separable_conv_2_normal_right1_12/Sigmoid_1"; +"5250 NASNet/separable_conv_2_normal_right1_12/Sigmoid_1" -> "5251 NASNet/separable_conv_2_normal_right1_12/Round_1"; +"5251 NASNet/separable_conv_2_normal_right1_12/Round_1" -> "5254 NASNet/separable_conv_2_normal_right1_12/mul_1"; +"5252 NASNet/separable_conv_2_normal_right1_12/ReadVariableOp_1/resource" -> "5253 NASNet/separable_conv_2_normal_right1_12/ReadVariableOp_1"; +"5253 NASNet/separable_conv_2_normal_right1_12/ReadVariableOp_1" -> "5254 NASNet/separable_conv_2_normal_right1_12/mul_1"; +"5254 NASNet/separable_conv_2_normal_right1_12/mul_1" -> "5258 NASNet/separable_conv_2_normal_right1_12/separable_conv2d"; +"5257 NASNet/separable_conv_2_normal_right1_12/separable_conv2d/depthwise" -> "5258 NASNet/separable_conv_2_normal_right1_12/separable_conv2d"; +"5258 NASNet/separable_conv_2_normal_right1_12/separable_conv2d" -> "5324 NASNet/separable_conv_2_bn_normal_right1_12/FusedBatchNormV3"; +"5259 NASNet/separable_conv_2_normal_left1_12/Sigmoid/ReadVariableOp/resource" -> "5260 NASNet/separable_conv_2_normal_left1_12/Sigmoid/ReadVariableOp"; +"5260 NASNet/separable_conv_2_normal_left1_12/Sigmoid/ReadVariableOp" -> "5261 NASNet/separable_conv_2_normal_left1_12/Sigmoid"; +"5261 NASNet/separable_conv_2_normal_left1_12/Sigmoid" -> "5262 NASNet/separable_conv_2_normal_left1_12/Round"; +"5262 NASNet/separable_conv_2_normal_left1_12/Round" -> "5265 NASNet/separable_conv_2_normal_left1_12/mul"; +"5263 NASNet/separable_conv_2_normal_left1_12/ReadVariableOp/resource" -> "5264 NASNet/separable_conv_2_normal_left1_12/ReadVariableOp"; +"5264 NASNet/separable_conv_2_normal_left1_12/ReadVariableOp" -> "5265 NASNet/separable_conv_2_normal_left1_12/mul"; +"5265 NASNet/separable_conv_2_normal_left1_12/mul" -> "5275 NASNet/separable_conv_2_normal_left1_12/separable_conv2d/depthwise"; +"5266 NASNet/separable_conv_2_normal_left1_12/Sigmoid_1/ReadVariableOp/resource" -> "5267 NASNet/separable_conv_2_normal_left1_12/Sigmoid_1/ReadVariableOp"; +"5267 NASNet/separable_conv_2_normal_left1_12/Sigmoid_1/ReadVariableOp" -> "5268 NASNet/separable_conv_2_normal_left1_12/Sigmoid_1"; +"5268 NASNet/separable_conv_2_normal_left1_12/Sigmoid_1" -> "5269 NASNet/separable_conv_2_normal_left1_12/Round_1"; +"5269 NASNet/separable_conv_2_normal_left1_12/Round_1" -> "5272 NASNet/separable_conv_2_normal_left1_12/mul_1"; +"5270 NASNet/separable_conv_2_normal_left1_12/ReadVariableOp_1/resource" -> "5271 NASNet/separable_conv_2_normal_left1_12/ReadVariableOp_1"; +"5271 NASNet/separable_conv_2_normal_left1_12/ReadVariableOp_1" -> "5272 NASNet/separable_conv_2_normal_left1_12/mul_1"; +"5272 NASNet/separable_conv_2_normal_left1_12/mul_1" -> "5276 NASNet/separable_conv_2_normal_left1_12/separable_conv2d"; +"5275 NASNet/separable_conv_2_normal_left1_12/separable_conv2d/depthwise" -> "5276 NASNet/separable_conv_2_normal_left1_12/separable_conv2d"; +"5276 NASNet/separable_conv_2_normal_left1_12/separable_conv2d" -> "5315 NASNet/separable_conv_2_bn_normal_left1_12/FusedBatchNormV3"; +"5277 NASNet/separable_conv_2_bn_normal_left5_12/ReadVariableOp/resource" -> "5278 NASNet/separable_conv_2_bn_normal_left5_12/ReadVariableOp"; +"5278 NASNet/separable_conv_2_bn_normal_left5_12/ReadVariableOp" -> "5285 NASNet/separable_conv_2_bn_normal_left5_12/FusedBatchNormV3"; +"5279 NASNet/separable_conv_2_bn_normal_left5_12/ReadVariableOp_1/resource" -> "5280 NASNet/separable_conv_2_bn_normal_left5_12/ReadVariableOp_1"; +"5280 NASNet/separable_conv_2_bn_normal_left5_12/ReadVariableOp_1" -> "5285 NASNet/separable_conv_2_bn_normal_left5_12/FusedBatchNormV3"; +"5281 NASNet/separable_conv_2_bn_normal_left5_12/FusedBatchNormV3/ReadVariableOp/resource" -> "5282 NASNet/separable_conv_2_bn_normal_left5_12/FusedBatchNormV3/ReadVariableOp"; +"5282 NASNet/separable_conv_2_bn_normal_left5_12/FusedBatchNormV3/ReadVariableOp" -> "5285 NASNet/separable_conv_2_bn_normal_left5_12/FusedBatchNormV3"; +"5283 NASNet/separable_conv_2_bn_normal_left5_12/FusedBatchNormV3/ReadVariableOp_1/resource" -> "5284 NASNet/separable_conv_2_bn_normal_left5_12/FusedBatchNormV3/ReadVariableOp_1"; +"5284 NASNet/separable_conv_2_bn_normal_left5_12/FusedBatchNormV3/ReadVariableOp_1" -> "5285 NASNet/separable_conv_2_bn_normal_left5_12/FusedBatchNormV3"; +"5285 NASNet/separable_conv_2_bn_normal_left5_12/FusedBatchNormV3" -> "5329 NASNet/normal_add_5_12/add"; +"5286 NASNet/normal_left4_12/AvgPool" -> "5328 NASNet/normal_add_4_12/add"; +"5287 NASNet/normal_right4_12/AvgPool" -> "5328 NASNet/normal_add_4_12/add"; +"5288 NASNet/normal_left3_12/AvgPool" -> "5327 NASNet/normal_add_3_12/add"; +"5289 NASNet/separable_conv_2_bn_normal_left2_12/ReadVariableOp/resource" -> "5290 NASNet/separable_conv_2_bn_normal_left2_12/ReadVariableOp"; +"5290 NASNet/separable_conv_2_bn_normal_left2_12/ReadVariableOp" -> "5297 NASNet/separable_conv_2_bn_normal_left2_12/FusedBatchNormV3"; +"5291 NASNet/separable_conv_2_bn_normal_left2_12/ReadVariableOp_1/resource" -> "5292 NASNet/separable_conv_2_bn_normal_left2_12/ReadVariableOp_1"; +"5292 NASNet/separable_conv_2_bn_normal_left2_12/ReadVariableOp_1" -> "5297 NASNet/separable_conv_2_bn_normal_left2_12/FusedBatchNormV3"; +"5293 NASNet/separable_conv_2_bn_normal_left2_12/FusedBatchNormV3/ReadVariableOp/resource" -> "5294 NASNet/separable_conv_2_bn_normal_left2_12/FusedBatchNormV3/ReadVariableOp"; +"5294 NASNet/separable_conv_2_bn_normal_left2_12/FusedBatchNormV3/ReadVariableOp" -> "5297 NASNet/separable_conv_2_bn_normal_left2_12/FusedBatchNormV3"; +"5295 NASNet/separable_conv_2_bn_normal_left2_12/FusedBatchNormV3/ReadVariableOp_1/resource" -> "5296 NASNet/separable_conv_2_bn_normal_left2_12/FusedBatchNormV3/ReadVariableOp_1"; +"5296 NASNet/separable_conv_2_bn_normal_left2_12/FusedBatchNormV3/ReadVariableOp_1" -> "5297 NASNet/separable_conv_2_bn_normal_left2_12/FusedBatchNormV3"; +"5297 NASNet/separable_conv_2_bn_normal_left2_12/FusedBatchNormV3" -> "5326 NASNet/normal_add_2_12/add"; +"5298 NASNet/separable_conv_2_bn_normal_right2_12/ReadVariableOp/resource" -> "5299 NASNet/separable_conv_2_bn_normal_right2_12/ReadVariableOp"; +"5299 NASNet/separable_conv_2_bn_normal_right2_12/ReadVariableOp" -> "5306 NASNet/separable_conv_2_bn_normal_right2_12/FusedBatchNormV3"; +"5300 NASNet/separable_conv_2_bn_normal_right2_12/ReadVariableOp_1/resource" -> "5301 NASNet/separable_conv_2_bn_normal_right2_12/ReadVariableOp_1"; +"5301 NASNet/separable_conv_2_bn_normal_right2_12/ReadVariableOp_1" -> "5306 NASNet/separable_conv_2_bn_normal_right2_12/FusedBatchNormV3"; +"5302 NASNet/separable_conv_2_bn_normal_right2_12/FusedBatchNormV3/ReadVariableOp/resource" -> "5303 NASNet/separable_conv_2_bn_normal_right2_12/FusedBatchNormV3/ReadVariableOp"; +"5303 NASNet/separable_conv_2_bn_normal_right2_12/FusedBatchNormV3/ReadVariableOp" -> "5306 NASNet/separable_conv_2_bn_normal_right2_12/FusedBatchNormV3"; +"5304 NASNet/separable_conv_2_bn_normal_right2_12/FusedBatchNormV3/ReadVariableOp_1/resource" -> "5305 NASNet/separable_conv_2_bn_normal_right2_12/FusedBatchNormV3/ReadVariableOp_1"; +"5305 NASNet/separable_conv_2_bn_normal_right2_12/FusedBatchNormV3/ReadVariableOp_1" -> "5306 NASNet/separable_conv_2_bn_normal_right2_12/FusedBatchNormV3"; +"5306 NASNet/separable_conv_2_bn_normal_right2_12/FusedBatchNormV3" -> "5326 NASNet/normal_add_2_12/add"; +"5307 NASNet/separable_conv_2_bn_normal_left1_12/ReadVariableOp/resource" -> "5308 NASNet/separable_conv_2_bn_normal_left1_12/ReadVariableOp"; +"5308 NASNet/separable_conv_2_bn_normal_left1_12/ReadVariableOp" -> "5315 NASNet/separable_conv_2_bn_normal_left1_12/FusedBatchNormV3"; +"5309 NASNet/separable_conv_2_bn_normal_left1_12/ReadVariableOp_1/resource" -> "5310 NASNet/separable_conv_2_bn_normal_left1_12/ReadVariableOp_1"; +"5310 NASNet/separable_conv_2_bn_normal_left1_12/ReadVariableOp_1" -> "5315 NASNet/separable_conv_2_bn_normal_left1_12/FusedBatchNormV3"; +"5311 NASNet/separable_conv_2_bn_normal_left1_12/FusedBatchNormV3/ReadVariableOp/resource" -> "5312 NASNet/separable_conv_2_bn_normal_left1_12/FusedBatchNormV3/ReadVariableOp"; +"5312 NASNet/separable_conv_2_bn_normal_left1_12/FusedBatchNormV3/ReadVariableOp" -> "5315 NASNet/separable_conv_2_bn_normal_left1_12/FusedBatchNormV3"; +"5313 NASNet/separable_conv_2_bn_normal_left1_12/FusedBatchNormV3/ReadVariableOp_1/resource" -> "5314 NASNet/separable_conv_2_bn_normal_left1_12/FusedBatchNormV3/ReadVariableOp_1"; +"5314 NASNet/separable_conv_2_bn_normal_left1_12/FusedBatchNormV3/ReadVariableOp_1" -> "5315 NASNet/separable_conv_2_bn_normal_left1_12/FusedBatchNormV3"; +"5315 NASNet/separable_conv_2_bn_normal_left1_12/FusedBatchNormV3" -> "5325 NASNet/normal_add_1_12/add"; +"5316 NASNet/separable_conv_2_bn_normal_right1_12/ReadVariableOp/resource" -> "5317 NASNet/separable_conv_2_bn_normal_right1_12/ReadVariableOp"; +"5317 NASNet/separable_conv_2_bn_normal_right1_12/ReadVariableOp" -> "5324 NASNet/separable_conv_2_bn_normal_right1_12/FusedBatchNormV3"; +"5318 NASNet/separable_conv_2_bn_normal_right1_12/ReadVariableOp_1/resource" -> "5319 NASNet/separable_conv_2_bn_normal_right1_12/ReadVariableOp_1"; +"5319 NASNet/separable_conv_2_bn_normal_right1_12/ReadVariableOp_1" -> "5324 NASNet/separable_conv_2_bn_normal_right1_12/FusedBatchNormV3"; +"5320 NASNet/separable_conv_2_bn_normal_right1_12/FusedBatchNormV3/ReadVariableOp/resource" -> "5321 NASNet/separable_conv_2_bn_normal_right1_12/FusedBatchNormV3/ReadVariableOp"; +"5321 NASNet/separable_conv_2_bn_normal_right1_12/FusedBatchNormV3/ReadVariableOp" -> "5324 NASNet/separable_conv_2_bn_normal_right1_12/FusedBatchNormV3"; +"5322 NASNet/separable_conv_2_bn_normal_right1_12/FusedBatchNormV3/ReadVariableOp_1/resource" -> "5323 NASNet/separable_conv_2_bn_normal_right1_12/FusedBatchNormV3/ReadVariableOp_1"; +"5323 NASNet/separable_conv_2_bn_normal_right1_12/FusedBatchNormV3/ReadVariableOp_1" -> "5324 NASNet/separable_conv_2_bn_normal_right1_12/FusedBatchNormV3"; +"5324 NASNet/separable_conv_2_bn_normal_right1_12/FusedBatchNormV3" -> "5325 NASNet/normal_add_1_12/add"; +"5325 NASNet/normal_add_1_12/add" -> "5331 NASNet/normal_concat_12/concat"; +"5326 NASNet/normal_add_2_12/add" -> "5331 NASNet/normal_concat_12/concat"; +"5327 NASNet/normal_add_3_12/add" -> "5331 NASNet/normal_concat_12/concat"; +"5328 NASNet/normal_add_4_12/add" -> "5331 NASNet/normal_concat_12/concat"; +"5329 NASNet/normal_add_5_12/add" -> "5331 NASNet/normal_concat_12/concat"; +"5330 NASNet/normal_concat_12/concat/axis" -> "5331 NASNet/normal_concat_12/concat"; +"5331 NASNet/normal_concat_12/concat" -> "5332 NASNet/activation_187/Relu"; +"5332 NASNet/activation_187/Relu" -> "5334 NASNet/global_average_pooling2d/Mean"; +"5333 NASNet/global_average_pooling2d/Mean/reduction_indices" -> "5334 NASNet/global_average_pooling2d/Mean"; +"5334 NASNet/global_average_pooling2d/Mean" -> "5342 NASNet/predictions/MatMul"; +"5335 NASNet/predictions/Sigmoid/ReadVariableOp/resource" -> "5336 NASNet/predictions/Sigmoid/ReadVariableOp"; +"5336 NASNet/predictions/Sigmoid/ReadVariableOp" -> "5337 NASNet/predictions/Sigmoid"; +"5337 NASNet/predictions/Sigmoid" -> "5338 NASNet/predictions/Round"; +"5338 NASNet/predictions/Round" -> "5341 NASNet/predictions/mul"; +"5339 NASNet/predictions/ReadVariableOp/resource" -> "5340 NASNet/predictions/ReadVariableOp"; +"5340 NASNet/predictions/ReadVariableOp" -> "5341 NASNet/predictions/mul"; +"5341 NASNet/predictions/mul" -> "5342 NASNet/predictions/MatMul"; +"5342 NASNet/predictions/MatMul" -> "5345 NASNet/predictions/BiasAdd"; +"5343 NASNet/predictions/BiasAdd/ReadVariableOp/resource" -> "5344 NASNet/predictions/BiasAdd/ReadVariableOp"; +"5344 NASNet/predictions/BiasAdd/ReadVariableOp" -> "5345 NASNet/predictions/BiasAdd"; +"5345 NASNet/predictions/BiasAdd" -> "5346 NASNet/predictions/Softmax"; +"5346 NASNet/predictions/Softmax" -> "5347 Identity"; +} diff --git a/tests/tensorflow/data/reference_graphs/2.11/sparsity/rb_sparsity/resnet50.dot b/tests/tensorflow/data/reference_graphs/2.11/sparsity/rb_sparsity/resnet50.dot deleted file mode 120000 index dcd2e20d0a7..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.11/sparsity/rb_sparsity/resnet50.dot +++ /dev/null @@ -1 +0,0 @@ -../../../2.8/sparsity/rb_sparsity/resnet50.dot \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.11/sparsity/rb_sparsity/resnet50.dot b/tests/tensorflow/data/reference_graphs/2.11/sparsity/rb_sparsity/resnet50.dot new file mode 100644 index 00000000000..360cdb95d49 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.11/sparsity/rb_sparsity/resnet50.dot @@ -0,0 +1,2309 @@ +strict digraph { +"0 args_0" [id=0, op=Placeholder]; +"1 resnet50/conv1_pad/Pad/paddings" [id=1, op=Const]; +"2 resnet50/conv1_pad/Pad" [id=2, op=Pad]; +"3 resnet50/conv1_conv/Sigmoid/ReadVariableOp/resource" [id=3, op=Placeholder]; +"4 resnet50/conv1_conv/Sigmoid/ReadVariableOp" [id=4, op=ReadVariableOp]; +"5 resnet50/conv1_conv/Sigmoid" [id=5, op=Sigmoid]; +"6 resnet50/conv1_conv/Round" [id=6, op=Round]; +"7 resnet50/conv1_conv/ReadVariableOp/resource" [id=7, op=Placeholder]; +"8 resnet50/conv1_conv/ReadVariableOp" [id=8, op=ReadVariableOp]; +"9 resnet50/conv1_conv/mul" [id=9, op=Mul]; +"10 resnet50/conv1_conv/Conv2D" [id=10, op=Conv2D]; +"11 resnet50/conv1_conv/BiasAdd/ReadVariableOp/resource" [id=11, op=Placeholder]; +"12 resnet50/conv1_conv/BiasAdd/ReadVariableOp" [id=12, op=ReadVariableOp]; +"13 resnet50/conv1_conv/BiasAdd" [id=13, op=BiasAdd]; +"14 resnet50/conv1_bn/ReadVariableOp/resource" [id=14, op=Placeholder]; +"15 resnet50/conv1_bn/ReadVariableOp" [id=15, op=ReadVariableOp]; +"16 resnet50/conv1_bn/ReadVariableOp_1/resource" [id=16, op=Placeholder]; +"17 resnet50/conv1_bn/ReadVariableOp_1" [id=17, op=ReadVariableOp]; +"18 resnet50/conv1_bn/FusedBatchNormV3/ReadVariableOp/resource" [id=18, op=Placeholder]; +"19 resnet50/conv1_bn/FusedBatchNormV3/ReadVariableOp" [id=19, op=ReadVariableOp]; +"20 resnet50/conv1_bn/FusedBatchNormV3/ReadVariableOp_1/resource" [id=20, op=Placeholder]; +"21 resnet50/conv1_bn/FusedBatchNormV3/ReadVariableOp_1" [id=21, op=ReadVariableOp]; +"22 resnet50/conv1_bn/FusedBatchNormV3" [id=22, op=FusedBatchNormV3]; +"23 resnet50/conv1_relu/Relu" [id=23, op=Relu]; +"24 resnet50/pool1_pad/Pad/paddings" [id=24, op=Const]; +"25 resnet50/pool1_pad/Pad" [id=25, op=Pad]; +"26 resnet50/pool1_pool/MaxPool" [id=26, op=MaxPool]; +"27 resnet50/conv2_block1_1_conv/Sigmoid/ReadVariableOp/resource" [id=27, op=Placeholder]; +"28 resnet50/conv2_block1_1_conv/Sigmoid/ReadVariableOp" [id=28, op=ReadVariableOp]; +"29 resnet50/conv2_block1_1_conv/Sigmoid" [id=29, op=Sigmoid]; +"30 resnet50/conv2_block1_1_conv/Round" [id=30, op=Round]; +"31 resnet50/conv2_block1_1_conv/ReadVariableOp/resource" [id=31, op=Placeholder]; +"32 resnet50/conv2_block1_1_conv/ReadVariableOp" [id=32, op=ReadVariableOp]; +"33 resnet50/conv2_block1_1_conv/mul" [id=33, op=Mul]; +"34 resnet50/conv2_block1_1_conv/Conv2D" [id=34, op=Conv2D]; +"35 resnet50/conv2_block1_1_conv/BiasAdd/ReadVariableOp/resource" [id=35, op=Placeholder]; +"36 resnet50/conv2_block1_1_conv/BiasAdd/ReadVariableOp" [id=36, op=ReadVariableOp]; +"37 resnet50/conv2_block1_1_conv/BiasAdd" [id=37, op=BiasAdd]; +"38 resnet50/conv2_block1_1_bn/ReadVariableOp/resource" [id=38, op=Placeholder]; +"39 resnet50/conv2_block1_1_bn/ReadVariableOp" [id=39, op=ReadVariableOp]; +"40 resnet50/conv2_block1_1_bn/ReadVariableOp_1/resource" [id=40, op=Placeholder]; +"41 resnet50/conv2_block1_1_bn/ReadVariableOp_1" [id=41, op=ReadVariableOp]; +"42 resnet50/conv2_block1_1_bn/FusedBatchNormV3/ReadVariableOp/resource" [id=42, op=Placeholder]; +"43 resnet50/conv2_block1_1_bn/FusedBatchNormV3/ReadVariableOp" [id=43, op=ReadVariableOp]; +"44 resnet50/conv2_block1_1_bn/FusedBatchNormV3/ReadVariableOp_1/resource" [id=44, op=Placeholder]; +"45 resnet50/conv2_block1_1_bn/FusedBatchNormV3/ReadVariableOp_1" [id=45, op=ReadVariableOp]; +"46 resnet50/conv2_block1_1_bn/FusedBatchNormV3" [id=46, op=FusedBatchNormV3]; +"47 resnet50/conv2_block1_1_relu/Relu" [id=47, op=Relu]; +"48 resnet50/conv2_block1_2_conv/Sigmoid/ReadVariableOp/resource" [id=48, op=Placeholder]; +"49 resnet50/conv2_block1_2_conv/Sigmoid/ReadVariableOp" [id=49, op=ReadVariableOp]; +"50 resnet50/conv2_block1_2_conv/Sigmoid" [id=50, op=Sigmoid]; +"51 resnet50/conv2_block1_2_conv/Round" [id=51, op=Round]; +"52 resnet50/conv2_block1_2_conv/ReadVariableOp/resource" [id=52, op=Placeholder]; +"53 resnet50/conv2_block1_2_conv/ReadVariableOp" [id=53, op=ReadVariableOp]; +"54 resnet50/conv2_block1_2_conv/mul" [id=54, op=Mul]; +"55 resnet50/conv2_block1_2_conv/Conv2D" [id=55, op=Conv2D]; +"56 resnet50/conv2_block1_2_conv/BiasAdd/ReadVariableOp/resource" [id=56, op=Placeholder]; +"57 resnet50/conv2_block1_2_conv/BiasAdd/ReadVariableOp" [id=57, op=ReadVariableOp]; +"58 resnet50/conv2_block1_2_conv/BiasAdd" [id=58, op=BiasAdd]; +"59 resnet50/conv2_block1_2_bn/ReadVariableOp/resource" [id=59, op=Placeholder]; +"60 resnet50/conv2_block1_2_bn/ReadVariableOp" [id=60, op=ReadVariableOp]; +"61 resnet50/conv2_block1_2_bn/ReadVariableOp_1/resource" [id=61, op=Placeholder]; +"62 resnet50/conv2_block1_2_bn/ReadVariableOp_1" [id=62, op=ReadVariableOp]; +"63 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resnet50/conv2_block3_3_conv/Sigmoid/ReadVariableOp" -> "219 resnet50/conv2_block3_3_conv/Sigmoid"; +"219 resnet50/conv2_block3_3_conv/Sigmoid" -> "220 resnet50/conv2_block3_3_conv/Round"; +"220 resnet50/conv2_block3_3_conv/Round" -> "223 resnet50/conv2_block3_3_conv/mul"; +"221 resnet50/conv2_block3_3_conv/ReadVariableOp/resource" -> "222 resnet50/conv2_block3_3_conv/ReadVariableOp"; +"222 resnet50/conv2_block3_3_conv/ReadVariableOp" -> "223 resnet50/conv2_block3_3_conv/mul"; +"223 resnet50/conv2_block3_3_conv/mul" -> "224 resnet50/conv2_block3_3_conv/Conv2D"; +"224 resnet50/conv2_block3_3_conv/Conv2D" -> "227 resnet50/conv2_block3_3_conv/BiasAdd"; +"225 resnet50/conv2_block3_3_conv/BiasAdd/ReadVariableOp/resource" -> "226 resnet50/conv2_block3_3_conv/BiasAdd/ReadVariableOp"; +"226 resnet50/conv2_block3_3_conv/BiasAdd/ReadVariableOp" -> "227 resnet50/conv2_block3_3_conv/BiasAdd"; +"227 resnet50/conv2_block3_3_conv/BiasAdd" -> "236 resnet50/conv2_block3_3_bn/FusedBatchNormV3"; +"228 resnet50/conv2_block3_3_bn/ReadVariableOp/resource" -> "229 resnet50/conv2_block3_3_bn/ReadVariableOp"; +"229 resnet50/conv2_block3_3_bn/ReadVariableOp" -> "236 resnet50/conv2_block3_3_bn/FusedBatchNormV3"; +"230 resnet50/conv2_block3_3_bn/ReadVariableOp_1/resource" -> "231 resnet50/conv2_block3_3_bn/ReadVariableOp_1"; +"231 resnet50/conv2_block3_3_bn/ReadVariableOp_1" -> "236 resnet50/conv2_block3_3_bn/FusedBatchNormV3"; +"232 resnet50/conv2_block3_3_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "233 resnet50/conv2_block3_3_bn/FusedBatchNormV3/ReadVariableOp"; +"233 resnet50/conv2_block3_3_bn/FusedBatchNormV3/ReadVariableOp" -> "236 resnet50/conv2_block3_3_bn/FusedBatchNormV3"; +"234 resnet50/conv2_block3_3_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "235 resnet50/conv2_block3_3_bn/FusedBatchNormV3/ReadVariableOp_1"; +"235 resnet50/conv2_block3_3_bn/FusedBatchNormV3/ReadVariableOp_1" -> "236 resnet50/conv2_block3_3_bn/FusedBatchNormV3"; +"236 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resnet50/conv3_block1_1_conv/Conv2D"; +"246 resnet50/conv3_block1_1_conv/Conv2D" -> "249 resnet50/conv3_block1_1_conv/BiasAdd"; +"247 resnet50/conv3_block1_1_conv/BiasAdd/ReadVariableOp/resource" -> "248 resnet50/conv3_block1_1_conv/BiasAdd/ReadVariableOp"; +"248 resnet50/conv3_block1_1_conv/BiasAdd/ReadVariableOp" -> "249 resnet50/conv3_block1_1_conv/BiasAdd"; +"249 resnet50/conv3_block1_1_conv/BiasAdd" -> "258 resnet50/conv3_block1_1_bn/FusedBatchNormV3"; +"250 resnet50/conv3_block1_1_bn/ReadVariableOp/resource" -> "251 resnet50/conv3_block1_1_bn/ReadVariableOp"; +"251 resnet50/conv3_block1_1_bn/ReadVariableOp" -> "258 resnet50/conv3_block1_1_bn/FusedBatchNormV3"; +"252 resnet50/conv3_block1_1_bn/ReadVariableOp_1/resource" -> "253 resnet50/conv3_block1_1_bn/ReadVariableOp_1"; +"253 resnet50/conv3_block1_1_bn/ReadVariableOp_1" -> "258 resnet50/conv3_block1_1_bn/FusedBatchNormV3"; +"254 resnet50/conv3_block1_1_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "255 resnet50/conv3_block1_1_bn/FusedBatchNormV3/ReadVariableOp"; +"255 resnet50/conv3_block1_1_bn/FusedBatchNormV3/ReadVariableOp" -> "258 resnet50/conv3_block1_1_bn/FusedBatchNormV3"; +"256 resnet50/conv3_block1_1_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "257 resnet50/conv3_block1_1_bn/FusedBatchNormV3/ReadVariableOp_1"; +"257 resnet50/conv3_block1_1_bn/FusedBatchNormV3/ReadVariableOp_1" -> "258 resnet50/conv3_block1_1_bn/FusedBatchNormV3"; +"258 resnet50/conv3_block1_1_bn/FusedBatchNormV3" -> "259 resnet50/conv3_block1_1_relu/Relu"; +"259 resnet50/conv3_block1_1_relu/Relu" -> "267 resnet50/conv3_block1_2_conv/Conv2D"; +"260 resnet50/conv3_block1_2_conv/Sigmoid/ReadVariableOp/resource" -> "261 resnet50/conv3_block1_2_conv/Sigmoid/ReadVariableOp"; +"261 resnet50/conv3_block1_2_conv/Sigmoid/ReadVariableOp" -> "262 resnet50/conv3_block1_2_conv/Sigmoid"; +"262 resnet50/conv3_block1_2_conv/Sigmoid" -> "263 resnet50/conv3_block1_2_conv/Round"; +"263 resnet50/conv3_block1_2_conv/Round" -> "266 resnet50/conv3_block1_2_conv/mul"; +"264 resnet50/conv3_block1_2_conv/ReadVariableOp/resource" -> "265 resnet50/conv3_block1_2_conv/ReadVariableOp"; +"265 resnet50/conv3_block1_2_conv/ReadVariableOp" -> "266 resnet50/conv3_block1_2_conv/mul"; +"266 resnet50/conv3_block1_2_conv/mul" -> "267 resnet50/conv3_block1_2_conv/Conv2D"; +"267 resnet50/conv3_block1_2_conv/Conv2D" -> "270 resnet50/conv3_block1_2_conv/BiasAdd"; +"268 resnet50/conv3_block1_2_conv/BiasAdd/ReadVariableOp/resource" -> "269 resnet50/conv3_block1_2_conv/BiasAdd/ReadVariableOp"; +"269 resnet50/conv3_block1_2_conv/BiasAdd/ReadVariableOp" -> "270 resnet50/conv3_block1_2_conv/BiasAdd"; +"270 resnet50/conv3_block1_2_conv/BiasAdd" -> "279 resnet50/conv3_block1_2_bn/FusedBatchNormV3"; +"271 resnet50/conv3_block1_2_bn/ReadVariableOp/resource" -> "272 resnet50/conv3_block1_2_bn/ReadVariableOp"; +"272 resnet50/conv3_block1_2_bn/ReadVariableOp" -> "279 resnet50/conv3_block1_2_bn/FusedBatchNormV3"; +"273 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resnet50/conv5_block2_2_relu/Relu"; +"1044 resnet50/conv5_block2_2_relu/Relu" -> "1052 resnet50/conv5_block2_3_conv/Conv2D"; +"1045 resnet50/conv5_block2_3_conv/Sigmoid/ReadVariableOp/resource" -> "1046 resnet50/conv5_block2_3_conv/Sigmoid/ReadVariableOp"; +"1046 resnet50/conv5_block2_3_conv/Sigmoid/ReadVariableOp" -> "1047 resnet50/conv5_block2_3_conv/Sigmoid"; +"1047 resnet50/conv5_block2_3_conv/Sigmoid" -> "1048 resnet50/conv5_block2_3_conv/Round"; +"1048 resnet50/conv5_block2_3_conv/Round" -> "1051 resnet50/conv5_block2_3_conv/mul"; +"1049 resnet50/conv5_block2_3_conv/ReadVariableOp/resource" -> "1050 resnet50/conv5_block2_3_conv/ReadVariableOp"; +"1050 resnet50/conv5_block2_3_conv/ReadVariableOp" -> "1051 resnet50/conv5_block2_3_conv/mul"; +"1051 resnet50/conv5_block2_3_conv/mul" -> "1052 resnet50/conv5_block2_3_conv/Conv2D"; +"1052 resnet50/conv5_block2_3_conv/Conv2D" -> "1055 resnet50/conv5_block2_3_conv/BiasAdd"; +"1053 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resnet50/conv5_block2_3_bn/FusedBatchNormV3"; +"1062 resnet50/conv5_block2_3_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1063 resnet50/conv5_block2_3_bn/FusedBatchNormV3/ReadVariableOp_1"; +"1063 resnet50/conv5_block2_3_bn/FusedBatchNormV3/ReadVariableOp_1" -> "1064 resnet50/conv5_block2_3_bn/FusedBatchNormV3"; +"1064 resnet50/conv5_block2_3_bn/FusedBatchNormV3" -> "1065 resnet50/conv5_block2_add/add"; +"1065 resnet50/conv5_block2_add/add" -> "1066 resnet50/conv5_block2_out/Relu"; +"1066 resnet50/conv5_block2_out/Relu" -> "1074 resnet50/conv5_block3_1_conv/Conv2D"; +"1066 resnet50/conv5_block2_out/Relu" -> "1129 resnet50/conv5_block3_add/add"; +"1067 resnet50/conv5_block3_1_conv/Sigmoid/ReadVariableOp/resource" -> "1068 resnet50/conv5_block3_1_conv/Sigmoid/ReadVariableOp"; +"1068 resnet50/conv5_block3_1_conv/Sigmoid/ReadVariableOp" -> "1069 resnet50/conv5_block3_1_conv/Sigmoid"; +"1069 resnet50/conv5_block3_1_conv/Sigmoid" -> "1070 resnet50/conv5_block3_1_conv/Round"; +"1070 resnet50/conv5_block3_1_conv/Round" -> "1073 resnet50/conv5_block3_1_conv/mul"; +"1071 resnet50/conv5_block3_1_conv/ReadVariableOp/resource" -> "1072 resnet50/conv5_block3_1_conv/ReadVariableOp"; +"1072 resnet50/conv5_block3_1_conv/ReadVariableOp" -> "1073 resnet50/conv5_block3_1_conv/mul"; +"1073 resnet50/conv5_block3_1_conv/mul" -> "1074 resnet50/conv5_block3_1_conv/Conv2D"; +"1074 resnet50/conv5_block3_1_conv/Conv2D" -> "1077 resnet50/conv5_block3_1_conv/BiasAdd"; +"1075 resnet50/conv5_block3_1_conv/BiasAdd/ReadVariableOp/resource" -> "1076 resnet50/conv5_block3_1_conv/BiasAdd/ReadVariableOp"; +"1076 resnet50/conv5_block3_1_conv/BiasAdd/ReadVariableOp" -> "1077 resnet50/conv5_block3_1_conv/BiasAdd"; +"1077 resnet50/conv5_block3_1_conv/BiasAdd" -> "1086 resnet50/conv5_block3_1_bn/FusedBatchNormV3"; +"1078 resnet50/conv5_block3_1_bn/ReadVariableOp/resource" -> "1079 resnet50/conv5_block3_1_bn/ReadVariableOp"; +"1079 resnet50/conv5_block3_1_bn/ReadVariableOp" -> "1086 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resnet50/conv5_block3_2_bn/FusedBatchNormV3/ReadVariableOp_1"; +"1106 resnet50/conv5_block3_2_bn/FusedBatchNormV3/ReadVariableOp_1" -> "1107 resnet50/conv5_block3_2_bn/FusedBatchNormV3"; +"1107 resnet50/conv5_block3_2_bn/FusedBatchNormV3" -> "1108 resnet50/conv5_block3_2_relu/Relu"; +"1108 resnet50/conv5_block3_2_relu/Relu" -> "1116 resnet50/conv5_block3_3_conv/Conv2D"; +"1109 resnet50/conv5_block3_3_conv/Sigmoid/ReadVariableOp/resource" -> "1110 resnet50/conv5_block3_3_conv/Sigmoid/ReadVariableOp"; +"1110 resnet50/conv5_block3_3_conv/Sigmoid/ReadVariableOp" -> "1111 resnet50/conv5_block3_3_conv/Sigmoid"; +"1111 resnet50/conv5_block3_3_conv/Sigmoid" -> "1112 resnet50/conv5_block3_3_conv/Round"; +"1112 resnet50/conv5_block3_3_conv/Round" -> "1115 resnet50/conv5_block3_3_conv/mul"; +"1113 resnet50/conv5_block3_3_conv/ReadVariableOp/resource" -> "1114 resnet50/conv5_block3_3_conv/ReadVariableOp"; +"1114 resnet50/conv5_block3_3_conv/ReadVariableOp" -> "1115 resnet50/conv5_block3_3_conv/mul"; +"1115 resnet50/conv5_block3_3_conv/mul" -> "1116 resnet50/conv5_block3_3_conv/Conv2D"; +"1116 resnet50/conv5_block3_3_conv/Conv2D" -> "1119 resnet50/conv5_block3_3_conv/BiasAdd"; +"1117 resnet50/conv5_block3_3_conv/BiasAdd/ReadVariableOp/resource" -> "1118 resnet50/conv5_block3_3_conv/BiasAdd/ReadVariableOp"; +"1118 resnet50/conv5_block3_3_conv/BiasAdd/ReadVariableOp" -> "1119 resnet50/conv5_block3_3_conv/BiasAdd"; +"1119 resnet50/conv5_block3_3_conv/BiasAdd" -> "1128 resnet50/conv5_block3_3_bn/FusedBatchNormV3"; +"1120 resnet50/conv5_block3_3_bn/ReadVariableOp/resource" -> "1121 resnet50/conv5_block3_3_bn/ReadVariableOp"; +"1121 resnet50/conv5_block3_3_bn/ReadVariableOp" -> "1128 resnet50/conv5_block3_3_bn/FusedBatchNormV3"; +"1122 resnet50/conv5_block3_3_bn/ReadVariableOp_1/resource" -> "1123 resnet50/conv5_block3_3_bn/ReadVariableOp_1"; +"1123 resnet50/conv5_block3_3_bn/ReadVariableOp_1" -> "1128 resnet50/conv5_block3_3_bn/FusedBatchNormV3"; 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resnet50/predictions/Sigmoid/ReadVariableOp/resource" -> "1134 resnet50/predictions/Sigmoid/ReadVariableOp"; +"1134 resnet50/predictions/Sigmoid/ReadVariableOp" -> "1135 resnet50/predictions/Sigmoid"; +"1135 resnet50/predictions/Sigmoid" -> "1136 resnet50/predictions/Round"; +"1136 resnet50/predictions/Round" -> "1139 resnet50/predictions/mul"; +"1137 resnet50/predictions/ReadVariableOp/resource" -> "1138 resnet50/predictions/ReadVariableOp"; +"1138 resnet50/predictions/ReadVariableOp" -> "1139 resnet50/predictions/mul"; +"1139 resnet50/predictions/mul" -> "1140 resnet50/predictions/MatMul"; +"1140 resnet50/predictions/MatMul" -> "1143 resnet50/predictions/BiasAdd"; +"1141 resnet50/predictions/BiasAdd/ReadVariableOp/resource" -> "1142 resnet50/predictions/BiasAdd/ReadVariableOp"; +"1142 resnet50/predictions/BiasAdd/ReadVariableOp" -> "1143 resnet50/predictions/BiasAdd"; +"1143 resnet50/predictions/BiasAdd" -> "1144 resnet50/predictions/Softmax"; +"1144 resnet50/predictions/Softmax" -> "1145 Identity"; +} diff --git a/tests/tensorflow/data/reference_graphs/2.11/sparsity/rb_sparsity/resnet50v2.dot b/tests/tensorflow/data/reference_graphs/2.11/sparsity/rb_sparsity/resnet50v2.dot deleted file mode 120000 index d3a02189d50..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.11/sparsity/rb_sparsity/resnet50v2.dot +++ /dev/null @@ -1 +0,0 @@ -../../../2.8/sparsity/rb_sparsity/resnet50v2.dot \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.11/sparsity/rb_sparsity/resnet50v2.dot b/tests/tensorflow/data/reference_graphs/2.11/sparsity/rb_sparsity/resnet50v2.dot new file mode 100644 index 00000000000..9cf3b8a6fc2 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.11/sparsity/rb_sparsity/resnet50v2.dot @@ -0,0 +1,2115 @@ +strict digraph { +"0 args_0" [id=0, op=Placeholder]; +"1 resnet50v2/conv1_pad/Pad/paddings" [id=1, op=Const]; +"2 resnet50v2/conv1_pad/Pad" [id=2, op=Pad]; +"3 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resnet50v2/conv5_block2_2_pad/Pad/paddings" -> "933 resnet50v2/conv5_block2_2_pad/Pad"; +"933 resnet50v2/conv5_block2_2_pad/Pad" -> "941 resnet50v2/conv5_block2_2_conv/Conv2D"; +"934 resnet50v2/conv5_block2_2_conv/Sigmoid/ReadVariableOp/resource" -> "935 resnet50v2/conv5_block2_2_conv/Sigmoid/ReadVariableOp"; +"935 resnet50v2/conv5_block2_2_conv/Sigmoid/ReadVariableOp" -> "936 resnet50v2/conv5_block2_2_conv/Sigmoid"; +"936 resnet50v2/conv5_block2_2_conv/Sigmoid" -> "937 resnet50v2/conv5_block2_2_conv/Round"; +"937 resnet50v2/conv5_block2_2_conv/Round" -> "940 resnet50v2/conv5_block2_2_conv/mul"; +"938 resnet50v2/conv5_block2_2_conv/ReadVariableOp/resource" -> "939 resnet50v2/conv5_block2_2_conv/ReadVariableOp"; +"939 resnet50v2/conv5_block2_2_conv/ReadVariableOp" -> "940 resnet50v2/conv5_block2_2_conv/mul"; +"940 resnet50v2/conv5_block2_2_conv/mul" -> "941 resnet50v2/conv5_block2_2_conv/Conv2D"; +"941 resnet50v2/conv5_block2_2_conv/Conv2D" -> "950 resnet50v2/conv5_block2_2_bn/FusedBatchNormV3"; +"942 resnet50v2/conv5_block2_2_bn/ReadVariableOp/resource" -> "943 resnet50v2/conv5_block2_2_bn/ReadVariableOp"; +"943 resnet50v2/conv5_block2_2_bn/ReadVariableOp" -> "950 resnet50v2/conv5_block2_2_bn/FusedBatchNormV3"; +"944 resnet50v2/conv5_block2_2_bn/ReadVariableOp_1/resource" -> "945 resnet50v2/conv5_block2_2_bn/ReadVariableOp_1"; +"945 resnet50v2/conv5_block2_2_bn/ReadVariableOp_1" -> "950 resnet50v2/conv5_block2_2_bn/FusedBatchNormV3"; +"946 resnet50v2/conv5_block2_2_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "947 resnet50v2/conv5_block2_2_bn/FusedBatchNormV3/ReadVariableOp"; +"947 resnet50v2/conv5_block2_2_bn/FusedBatchNormV3/ReadVariableOp" -> "950 resnet50v2/conv5_block2_2_bn/FusedBatchNormV3"; +"948 resnet50v2/conv5_block2_2_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "949 resnet50v2/conv5_block2_2_bn/FusedBatchNormV3/ReadVariableOp_1"; +"949 resnet50v2/conv5_block2_2_bn/FusedBatchNormV3/ReadVariableOp_1" -> "950 resnet50v2/conv5_block2_2_bn/FusedBatchNormV3"; +"950 resnet50v2/conv5_block2_2_bn/FusedBatchNormV3" -> "951 resnet50v2/conv5_block2_2_relu/Relu"; +"951 resnet50v2/conv5_block2_2_relu/Relu" -> "959 resnet50v2/conv5_block2_3_conv/Conv2D"; +"952 resnet50v2/conv5_block2_3_conv/Sigmoid/ReadVariableOp/resource" -> "953 resnet50v2/conv5_block2_3_conv/Sigmoid/ReadVariableOp"; +"953 resnet50v2/conv5_block2_3_conv/Sigmoid/ReadVariableOp" -> "954 resnet50v2/conv5_block2_3_conv/Sigmoid"; +"954 resnet50v2/conv5_block2_3_conv/Sigmoid" -> "955 resnet50v2/conv5_block2_3_conv/Round"; +"955 resnet50v2/conv5_block2_3_conv/Round" -> "958 resnet50v2/conv5_block2_3_conv/mul"; +"956 resnet50v2/conv5_block2_3_conv/ReadVariableOp/resource" -> "957 resnet50v2/conv5_block2_3_conv/ReadVariableOp"; +"957 resnet50v2/conv5_block2_3_conv/ReadVariableOp" -> "958 resnet50v2/conv5_block2_3_conv/mul"; +"958 resnet50v2/conv5_block2_3_conv/mul" -> "959 resnet50v2/conv5_block2_3_conv/Conv2D"; +"959 resnet50v2/conv5_block2_3_conv/Conv2D" -> "962 resnet50v2/conv5_block2_3_conv/BiasAdd"; +"960 resnet50v2/conv5_block2_3_conv/BiasAdd/ReadVariableOp/resource" -> "961 resnet50v2/conv5_block2_3_conv/BiasAdd/ReadVariableOp"; +"961 resnet50v2/conv5_block2_3_conv/BiasAdd/ReadVariableOp" -> "962 resnet50v2/conv5_block2_3_conv/BiasAdd"; +"962 resnet50v2/conv5_block2_3_conv/BiasAdd" -> "963 resnet50v2/conv5_block2_out/add"; +"963 resnet50v2/conv5_block2_out/add" -> "972 resnet50v2/conv5_block3_preact_bn/FusedBatchNormV3"; +"963 resnet50v2/conv5_block2_out/add" -> "1023 resnet50v2/conv5_block3_out/add"; +"964 resnet50v2/conv5_block3_preact_bn/ReadVariableOp/resource" -> "965 resnet50v2/conv5_block3_preact_bn/ReadVariableOp"; +"965 resnet50v2/conv5_block3_preact_bn/ReadVariableOp" -> "972 resnet50v2/conv5_block3_preact_bn/FusedBatchNormV3"; +"966 resnet50v2/conv5_block3_preact_bn/ReadVariableOp_1/resource" -> "967 resnet50v2/conv5_block3_preact_bn/ReadVariableOp_1"; +"967 resnet50v2/conv5_block3_preact_bn/ReadVariableOp_1" -> "972 resnet50v2/conv5_block3_preact_bn/FusedBatchNormV3"; +"968 resnet50v2/conv5_block3_preact_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "969 resnet50v2/conv5_block3_preact_bn/FusedBatchNormV3/ReadVariableOp"; +"969 resnet50v2/conv5_block3_preact_bn/FusedBatchNormV3/ReadVariableOp" -> "972 resnet50v2/conv5_block3_preact_bn/FusedBatchNormV3"; +"970 resnet50v2/conv5_block3_preact_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "971 resnet50v2/conv5_block3_preact_bn/FusedBatchNormV3/ReadVariableOp_1"; +"971 resnet50v2/conv5_block3_preact_bn/FusedBatchNormV3/ReadVariableOp_1" -> "972 resnet50v2/conv5_block3_preact_bn/FusedBatchNormV3"; +"972 resnet50v2/conv5_block3_preact_bn/FusedBatchNormV3" -> "973 resnet50v2/conv5_block3_preact_relu/Relu"; +"973 resnet50v2/conv5_block3_preact_relu/Relu" -> "981 resnet50v2/conv5_block3_1_conv/Conv2D"; +"974 resnet50v2/conv5_block3_1_conv/Sigmoid/ReadVariableOp/resource" -> "975 resnet50v2/conv5_block3_1_conv/Sigmoid/ReadVariableOp"; +"975 resnet50v2/conv5_block3_1_conv/Sigmoid/ReadVariableOp" -> "976 resnet50v2/conv5_block3_1_conv/Sigmoid"; +"976 resnet50v2/conv5_block3_1_conv/Sigmoid" -> "977 resnet50v2/conv5_block3_1_conv/Round"; +"977 resnet50v2/conv5_block3_1_conv/Round" -> "980 resnet50v2/conv5_block3_1_conv/mul"; +"978 resnet50v2/conv5_block3_1_conv/ReadVariableOp/resource" -> "979 resnet50v2/conv5_block3_1_conv/ReadVariableOp"; +"979 resnet50v2/conv5_block3_1_conv/ReadVariableOp" -> "980 resnet50v2/conv5_block3_1_conv/mul"; +"980 resnet50v2/conv5_block3_1_conv/mul" -> "981 resnet50v2/conv5_block3_1_conv/Conv2D"; +"981 resnet50v2/conv5_block3_1_conv/Conv2D" -> "990 resnet50v2/conv5_block3_1_bn/FusedBatchNormV3"; +"982 resnet50v2/conv5_block3_1_bn/ReadVariableOp/resource" -> "983 resnet50v2/conv5_block3_1_bn/ReadVariableOp"; +"983 resnet50v2/conv5_block3_1_bn/ReadVariableOp" -> "990 resnet50v2/conv5_block3_1_bn/FusedBatchNormV3"; +"984 resnet50v2/conv5_block3_1_bn/ReadVariableOp_1/resource" -> "985 resnet50v2/conv5_block3_1_bn/ReadVariableOp_1"; +"985 resnet50v2/conv5_block3_1_bn/ReadVariableOp_1" -> "990 resnet50v2/conv5_block3_1_bn/FusedBatchNormV3"; +"986 resnet50v2/conv5_block3_1_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "987 resnet50v2/conv5_block3_1_bn/FusedBatchNormV3/ReadVariableOp"; +"987 resnet50v2/conv5_block3_1_bn/FusedBatchNormV3/ReadVariableOp" -> "990 resnet50v2/conv5_block3_1_bn/FusedBatchNormV3"; +"988 resnet50v2/conv5_block3_1_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "989 resnet50v2/conv5_block3_1_bn/FusedBatchNormV3/ReadVariableOp_1"; +"989 resnet50v2/conv5_block3_1_bn/FusedBatchNormV3/ReadVariableOp_1" -> "990 resnet50v2/conv5_block3_1_bn/FusedBatchNormV3"; +"990 resnet50v2/conv5_block3_1_bn/FusedBatchNormV3" -> "991 resnet50v2/conv5_block3_1_relu/Relu"; +"991 resnet50v2/conv5_block3_1_relu/Relu" -> "993 resnet50v2/conv5_block3_2_pad/Pad"; +"992 resnet50v2/conv5_block3_2_pad/Pad/paddings" -> "993 resnet50v2/conv5_block3_2_pad/Pad"; +"993 resnet50v2/conv5_block3_2_pad/Pad" -> "1001 resnet50v2/conv5_block3_2_conv/Conv2D"; +"994 resnet50v2/conv5_block3_2_conv/Sigmoid/ReadVariableOp/resource" -> "995 resnet50v2/conv5_block3_2_conv/Sigmoid/ReadVariableOp"; +"995 resnet50v2/conv5_block3_2_conv/Sigmoid/ReadVariableOp" -> "996 resnet50v2/conv5_block3_2_conv/Sigmoid"; +"996 resnet50v2/conv5_block3_2_conv/Sigmoid" -> "997 resnet50v2/conv5_block3_2_conv/Round"; +"997 resnet50v2/conv5_block3_2_conv/Round" -> "1000 resnet50v2/conv5_block3_2_conv/mul"; +"998 resnet50v2/conv5_block3_2_conv/ReadVariableOp/resource" -> "999 resnet50v2/conv5_block3_2_conv/ReadVariableOp"; +"999 resnet50v2/conv5_block3_2_conv/ReadVariableOp" -> "1000 resnet50v2/conv5_block3_2_conv/mul"; +"1000 resnet50v2/conv5_block3_2_conv/mul" -> "1001 resnet50v2/conv5_block3_2_conv/Conv2D"; +"1001 resnet50v2/conv5_block3_2_conv/Conv2D" -> "1010 resnet50v2/conv5_block3_2_bn/FusedBatchNormV3"; +"1002 resnet50v2/conv5_block3_2_bn/ReadVariableOp/resource" -> "1003 resnet50v2/conv5_block3_2_bn/ReadVariableOp"; +"1003 resnet50v2/conv5_block3_2_bn/ReadVariableOp" -> "1010 resnet50v2/conv5_block3_2_bn/FusedBatchNormV3"; +"1004 resnet50v2/conv5_block3_2_bn/ReadVariableOp_1/resource" -> "1005 resnet50v2/conv5_block3_2_bn/ReadVariableOp_1"; +"1005 resnet50v2/conv5_block3_2_bn/ReadVariableOp_1" -> "1010 resnet50v2/conv5_block3_2_bn/FusedBatchNormV3"; +"1006 resnet50v2/conv5_block3_2_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "1007 resnet50v2/conv5_block3_2_bn/FusedBatchNormV3/ReadVariableOp"; +"1007 resnet50v2/conv5_block3_2_bn/FusedBatchNormV3/ReadVariableOp" -> "1010 resnet50v2/conv5_block3_2_bn/FusedBatchNormV3"; +"1008 resnet50v2/conv5_block3_2_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1009 resnet50v2/conv5_block3_2_bn/FusedBatchNormV3/ReadVariableOp_1"; +"1009 resnet50v2/conv5_block3_2_bn/FusedBatchNormV3/ReadVariableOp_1" -> "1010 resnet50v2/conv5_block3_2_bn/FusedBatchNormV3"; +"1010 resnet50v2/conv5_block3_2_bn/FusedBatchNormV3" -> "1011 resnet50v2/conv5_block3_2_relu/Relu"; +"1011 resnet50v2/conv5_block3_2_relu/Relu" -> "1019 resnet50v2/conv5_block3_3_conv/Conv2D"; +"1012 resnet50v2/conv5_block3_3_conv/Sigmoid/ReadVariableOp/resource" -> "1013 resnet50v2/conv5_block3_3_conv/Sigmoid/ReadVariableOp"; +"1013 resnet50v2/conv5_block3_3_conv/Sigmoid/ReadVariableOp" -> "1014 resnet50v2/conv5_block3_3_conv/Sigmoid"; +"1014 resnet50v2/conv5_block3_3_conv/Sigmoid" -> "1015 resnet50v2/conv5_block3_3_conv/Round"; +"1015 resnet50v2/conv5_block3_3_conv/Round" -> "1018 resnet50v2/conv5_block3_3_conv/mul"; +"1016 resnet50v2/conv5_block3_3_conv/ReadVariableOp/resource" -> "1017 resnet50v2/conv5_block3_3_conv/ReadVariableOp"; +"1017 resnet50v2/conv5_block3_3_conv/ReadVariableOp" -> "1018 resnet50v2/conv5_block3_3_conv/mul"; +"1018 resnet50v2/conv5_block3_3_conv/mul" -> "1019 resnet50v2/conv5_block3_3_conv/Conv2D"; +"1019 resnet50v2/conv5_block3_3_conv/Conv2D" -> "1022 resnet50v2/conv5_block3_3_conv/BiasAdd"; +"1020 resnet50v2/conv5_block3_3_conv/BiasAdd/ReadVariableOp/resource" -> "1021 resnet50v2/conv5_block3_3_conv/BiasAdd/ReadVariableOp"; +"1021 resnet50v2/conv5_block3_3_conv/BiasAdd/ReadVariableOp" -> "1022 resnet50v2/conv5_block3_3_conv/BiasAdd"; +"1022 resnet50v2/conv5_block3_3_conv/BiasAdd" -> "1023 resnet50v2/conv5_block3_out/add"; +"1023 resnet50v2/conv5_block3_out/add" -> "1032 resnet50v2/post_bn/FusedBatchNormV3"; +"1024 resnet50v2/post_bn/ReadVariableOp/resource" -> "1025 resnet50v2/post_bn/ReadVariableOp"; +"1025 resnet50v2/post_bn/ReadVariableOp" -> "1032 resnet50v2/post_bn/FusedBatchNormV3"; +"1026 resnet50v2/post_bn/ReadVariableOp_1/resource" -> "1027 resnet50v2/post_bn/ReadVariableOp_1"; +"1027 resnet50v2/post_bn/ReadVariableOp_1" -> "1032 resnet50v2/post_bn/FusedBatchNormV3"; +"1028 resnet50v2/post_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "1029 resnet50v2/post_bn/FusedBatchNormV3/ReadVariableOp"; +"1029 resnet50v2/post_bn/FusedBatchNormV3/ReadVariableOp" -> "1032 resnet50v2/post_bn/FusedBatchNormV3"; +"1030 resnet50v2/post_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1031 resnet50v2/post_bn/FusedBatchNormV3/ReadVariableOp_1"; +"1031 resnet50v2/post_bn/FusedBatchNormV3/ReadVariableOp_1" -> "1032 resnet50v2/post_bn/FusedBatchNormV3"; +"1032 resnet50v2/post_bn/FusedBatchNormV3" -> "1033 resnet50v2/post_relu/Relu"; +"1033 resnet50v2/post_relu/Relu" -> "1035 resnet50v2/avg_pool/Mean"; +"1034 resnet50v2/avg_pool/Mean/reduction_indices" -> "1035 resnet50v2/avg_pool/Mean"; +"1035 resnet50v2/avg_pool/Mean" -> "1043 resnet50v2/predictions/MatMul"; +"1036 resnet50v2/predictions/Sigmoid/ReadVariableOp/resource" -> "1037 resnet50v2/predictions/Sigmoid/ReadVariableOp"; +"1037 resnet50v2/predictions/Sigmoid/ReadVariableOp" -> "1038 resnet50v2/predictions/Sigmoid"; +"1038 resnet50v2/predictions/Sigmoid" -> "1039 resnet50v2/predictions/Round"; +"1039 resnet50v2/predictions/Round" -> "1042 resnet50v2/predictions/mul"; +"1040 resnet50v2/predictions/ReadVariableOp/resource" -> "1041 resnet50v2/predictions/ReadVariableOp"; +"1041 resnet50v2/predictions/ReadVariableOp" -> "1042 resnet50v2/predictions/mul"; +"1042 resnet50v2/predictions/mul" -> "1043 resnet50v2/predictions/MatMul"; +"1043 resnet50v2/predictions/MatMul" -> "1046 resnet50v2/predictions/BiasAdd"; +"1044 resnet50v2/predictions/BiasAdd/ReadVariableOp/resource" -> "1045 resnet50v2/predictions/BiasAdd/ReadVariableOp"; +"1045 resnet50v2/predictions/BiasAdd/ReadVariableOp" -> "1046 resnet50v2/predictions/BiasAdd"; +"1046 resnet50v2/predictions/BiasAdd" -> "1047 resnet50v2/predictions/Softmax"; +"1047 resnet50v2/predictions/Softmax" -> "1048 Identity"; +} diff --git a/tests/tensorflow/data/reference_graphs/2.11/sparsity/rb_sparsity/retinanet.dot b/tests/tensorflow/data/reference_graphs/2.11/sparsity/rb_sparsity/retinanet.dot deleted file mode 120000 index 83b252d47f8..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.11/sparsity/rb_sparsity/retinanet.dot +++ /dev/null @@ -1 +0,0 @@ -../../../2.8/sparsity/rb_sparsity/retinanet.dot \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.11/sparsity/rb_sparsity/retinanet.dot b/tests/tensorflow/data/reference_graphs/2.11/sparsity/rb_sparsity/retinanet.dot new file mode 100644 index 00000000000..5a89a220ea6 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.11/sparsity/rb_sparsity/retinanet.dot @@ -0,0 +1,4083 @@ +strict digraph { +"0 args_0" [id=0, op=Placeholder]; +"1 retinanet/tf.compat.v1.pad/Pad/paddings" [id=1, op=Const]; +"2 retinanet/tf.compat.v1.pad/Pad" [id=2, op=Pad]; +"3 retinanet/conv2d/Sigmoid/ReadVariableOp/resource" [id=3, op=Placeholder]; +"4 retinanet/conv2d/Sigmoid/ReadVariableOp" [id=4, op=ReadVariableOp]; +"5 retinanet/conv2d/Sigmoid" [id=5, op=Sigmoid]; +"6 retinanet/conv2d/Round" [id=6, op=Round]; +"7 retinanet/conv2d/ReadVariableOp/resource" [id=7, op=Placeholder]; +"8 retinanet/conv2d/ReadVariableOp" [id=8, op=ReadVariableOp]; +"9 retinanet/conv2d/mul" [id=9, op=Mul]; +"10 retinanet/conv2d/Conv2D" [id=10, op=Conv2D]; +"11 retinanet/tf.identity/Identity" [id=11, op=Identity]; +"12 retinanet/batch_normalization/ReadVariableOp/resource" [id=12, op=Placeholder]; +"13 retinanet/batch_normalization/ReadVariableOp" [id=13, op=ReadVariableOp]; +"14 retinanet/batch_normalization/ReadVariableOp_1/resource" [id=14, op=Placeholder]; +"15 retinanet/batch_normalization/ReadVariableOp_1" [id=15, op=ReadVariableOp]; +"16 retinanet/batch_normalization/FusedBatchNormV3/ReadVariableOp/resource" [id=16, op=Placeholder]; +"17 retinanet/batch_normalization/FusedBatchNormV3/ReadVariableOp" [id=17, op=ReadVariableOp]; +"18 retinanet/batch_normalization/FusedBatchNormV3/ReadVariableOp_1/resource" [id=18, op=Placeholder]; +"19 retinanet/batch_normalization/FusedBatchNormV3/ReadVariableOp_1" [id=19, op=ReadVariableOp]; +"20 retinanet/batch_normalization/FusedBatchNormV3" [id=20, op=FusedBatchNormV3]; +"21 retinanet/tf.nn.relu/Relu" [id=21, op=Relu]; +"22 retinanet/max_pooling2d/MaxPool" [id=22, op=MaxPool]; +"23 retinanet/tf.identity_1/Identity" [id=23, op=Identity]; +"24 retinanet/conv2d_2/Sigmoid/ReadVariableOp/resource" [id=24, op=Placeholder]; +"25 retinanet/conv2d_2/Sigmoid/ReadVariableOp" [id=25, op=ReadVariableOp]; +"26 retinanet/conv2d_2/Sigmoid" [id=26, op=Sigmoid]; +"27 retinanet/conv2d_2/Round" [id=27, op=Round]; +"28 retinanet/conv2d_2/ReadVariableOp/resource" [id=28, op=Placeholder]; +"29 retinanet/conv2d_2/ReadVariableOp" [id=29, op=ReadVariableOp]; +"30 retinanet/conv2d_2/mul" [id=30, op=Mul]; +"31 retinanet/conv2d_2/Conv2D" [id=31, op=Conv2D]; +"32 retinanet/batch_normalization_2/ReadVariableOp/resource" [id=32, op=Placeholder]; +"33 retinanet/batch_normalization_2/ReadVariableOp" [id=33, op=ReadVariableOp]; +"34 retinanet/batch_normalization_2/ReadVariableOp_1/resource" [id=34, op=Placeholder]; +"35 retinanet/batch_normalization_2/ReadVariableOp_1" [id=35, op=ReadVariableOp]; +"36 retinanet/batch_normalization_2/FusedBatchNormV3/ReadVariableOp/resource" [id=36, op=Placeholder]; +"37 retinanet/batch_normalization_2/FusedBatchNormV3/ReadVariableOp" [id=37, op=ReadVariableOp]; +"38 retinanet/batch_normalization_2/FusedBatchNormV3/ReadVariableOp_1/resource" [id=38, op=Placeholder]; +"39 retinanet/batch_normalization_2/FusedBatchNormV3/ReadVariableOp_1" [id=39, op=ReadVariableOp]; +"40 retinanet/batch_normalization_2/FusedBatchNormV3" [id=40, op=FusedBatchNormV3]; +"41 retinanet/tf.nn.relu_1/Relu" [id=41, op=Relu]; +"42 retinanet/conv2d_3/Sigmoid/ReadVariableOp/resource" [id=42, op=Placeholder]; +"43 retinanet/conv2d_3/Sigmoid/ReadVariableOp" [id=43, op=ReadVariableOp]; +"44 retinanet/conv2d_3/Sigmoid" [id=44, 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retinanet/box-0/BiasAdd/ReadVariableOp" -> "1185 retinanet/box-0/BiasAdd"; +"1185 retinanet/box-0/BiasAdd" -> "1271 retinanet/box-0-7/FusedBatchNormV3"; +"1186 retinanet/box-0/Sigmoid_1/ReadVariableOp" -> "1187 retinanet/box-0/Sigmoid_1"; +"1187 retinanet/box-0/Sigmoid_1" -> "1188 retinanet/box-0/Round_1"; +"1188 retinanet/box-0/Round_1" -> "1190 retinanet/box-0/mul_1"; +"1189 retinanet/box-0/ReadVariableOp_1" -> "1190 retinanet/box-0/mul_1"; +"1190 retinanet/box-0/mul_1" -> "1191 retinanet/box-0/Conv2D_1"; +"1191 retinanet/box-0/Conv2D_1" -> "1193 retinanet/box-0/BiasAdd_1"; +"1192 retinanet/box-0/BiasAdd_1/ReadVariableOp" -> "1193 retinanet/box-0/BiasAdd_1"; +"1193 retinanet/box-0/BiasAdd_1" -> "1280 retinanet/box-0-6/FusedBatchNormV3"; +"1194 retinanet/box-0/Sigmoid_2/ReadVariableOp" -> "1195 retinanet/box-0/Sigmoid_2"; +"1195 retinanet/box-0/Sigmoid_2" -> "1196 retinanet/box-0/Round_2"; +"1196 retinanet/box-0/Round_2" -> "1198 retinanet/box-0/mul_2"; +"1197 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retinanet/box-0/Sigmoid_4/ReadVariableOp" -> "1211 retinanet/box-0/Sigmoid_4"; +"1211 retinanet/box-0/Sigmoid_4" -> "1212 retinanet/box-0/Round_4"; +"1212 retinanet/box-0/Round_4" -> "1214 retinanet/box-0/mul_4"; +"1213 retinanet/box-0/ReadVariableOp_4" -> "1214 retinanet/box-0/mul_4"; +"1214 retinanet/box-0/mul_4" -> "1215 retinanet/box-0/Conv2D_4"; +"1215 retinanet/box-0/Conv2D_4" -> "1217 retinanet/box-0/BiasAdd_4"; +"1216 retinanet/box-0/BiasAdd_4/ReadVariableOp" -> "1217 retinanet/box-0/BiasAdd_4"; +"1217 retinanet/box-0/BiasAdd_4" -> "1307 retinanet/box-0-3/FusedBatchNormV3"; +"1218 retinanet/class-0-7/ReadVariableOp/resource" -> "1219 retinanet/class-0-7/ReadVariableOp"; +"1219 retinanet/class-0-7/ReadVariableOp" -> "1226 retinanet/class-0-7/FusedBatchNormV3"; +"1220 retinanet/class-0-7/ReadVariableOp_1/resource" -> "1221 retinanet/class-0-7/ReadVariableOp_1"; +"1221 retinanet/class-0-7/ReadVariableOp_1" -> "1226 retinanet/class-0-7/FusedBatchNormV3"; +"1222 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retinanet/class-1-4/FusedBatchNormV3/ReadVariableOp_1"; +"1438 retinanet/class-1-4/FusedBatchNormV3/ReadVariableOp_1" -> "1439 retinanet/class-1-4/FusedBatchNormV3"; +"1439 retinanet/class-1-4/FusedBatchNormV3" -> "1497 retinanet/tf.nn.relu_59/Relu"; +"1440 retinanet/class-1-3/ReadVariableOp/resource" -> "1441 retinanet/class-1-3/ReadVariableOp"; +"1441 retinanet/class-1-3/ReadVariableOp" -> "1448 retinanet/class-1-3/FusedBatchNormV3"; +"1442 retinanet/class-1-3/ReadVariableOp_1/resource" -> "1443 retinanet/class-1-3/ReadVariableOp_1"; +"1443 retinanet/class-1-3/ReadVariableOp_1" -> "1448 retinanet/class-1-3/FusedBatchNormV3"; +"1444 retinanet/class-1-3/FusedBatchNormV3/ReadVariableOp/resource" -> "1445 retinanet/class-1-3/FusedBatchNormV3/ReadVariableOp"; +"1445 retinanet/class-1-3/FusedBatchNormV3/ReadVariableOp" -> "1448 retinanet/class-1-3/FusedBatchNormV3"; +"1446 retinanet/class-1-3/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1447 retinanet/class-1-3/FusedBatchNormV3/ReadVariableOp_1"; +"1447 retinanet/class-1-3/FusedBatchNormV3/ReadVariableOp_1" -> "1448 retinanet/class-1-3/FusedBatchNormV3"; +"1448 retinanet/class-1-3/FusedBatchNormV3" -> "1498 retinanet/tf.nn.relu_51/Relu"; +"1449 retinanet/box-1-7/ReadVariableOp/resource" -> "1450 retinanet/box-1-7/ReadVariableOp"; +"1450 retinanet/box-1-7/ReadVariableOp" -> "1457 retinanet/box-1-7/FusedBatchNormV3"; +"1451 retinanet/box-1-7/ReadVariableOp_1/resource" -> "1452 retinanet/box-1-7/ReadVariableOp_1"; +"1452 retinanet/box-1-7/ReadVariableOp_1" -> "1457 retinanet/box-1-7/FusedBatchNormV3"; +"1453 retinanet/box-1-7/FusedBatchNormV3/ReadVariableOp/resource" -> "1454 retinanet/box-1-7/FusedBatchNormV3/ReadVariableOp"; +"1454 retinanet/box-1-7/FusedBatchNormV3/ReadVariableOp" -> "1457 retinanet/box-1-7/FusedBatchNormV3"; +"1455 retinanet/box-1-7/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1456 retinanet/box-1-7/FusedBatchNormV3/ReadVariableOp_1"; +"1456 retinanet/box-1-7/FusedBatchNormV3/ReadVariableOp_1" -> "1457 retinanet/box-1-7/FusedBatchNormV3"; +"1457 retinanet/box-1-7/FusedBatchNormV3" -> "1499 retinanet/tf.nn.relu_87/Relu"; +"1458 retinanet/box-1-6/ReadVariableOp/resource" -> "1459 retinanet/box-1-6/ReadVariableOp"; +"1459 retinanet/box-1-6/ReadVariableOp" -> "1466 retinanet/box-1-6/FusedBatchNormV3"; +"1460 retinanet/box-1-6/ReadVariableOp_1/resource" -> "1461 retinanet/box-1-6/ReadVariableOp_1"; +"1461 retinanet/box-1-6/ReadVariableOp_1" -> "1466 retinanet/box-1-6/FusedBatchNormV3"; +"1462 retinanet/box-1-6/FusedBatchNormV3/ReadVariableOp/resource" -> "1463 retinanet/box-1-6/FusedBatchNormV3/ReadVariableOp"; +"1463 retinanet/box-1-6/FusedBatchNormV3/ReadVariableOp" -> "1466 retinanet/box-1-6/FusedBatchNormV3"; +"1464 retinanet/box-1-6/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1465 retinanet/box-1-6/FusedBatchNormV3/ReadVariableOp_1"; +"1465 retinanet/box-1-6/FusedBatchNormV3/ReadVariableOp_1" -> "1466 retinanet/box-1-6/FusedBatchNormV3"; +"1466 retinanet/box-1-6/FusedBatchNormV3" -> "1500 retinanet/tf.nn.relu_79/Relu"; +"1467 retinanet/box-1-5/ReadVariableOp/resource" -> "1468 retinanet/box-1-5/ReadVariableOp"; +"1468 retinanet/box-1-5/ReadVariableOp" -> "1475 retinanet/box-1-5/FusedBatchNormV3"; +"1469 retinanet/box-1-5/ReadVariableOp_1/resource" -> "1470 retinanet/box-1-5/ReadVariableOp_1"; +"1470 retinanet/box-1-5/ReadVariableOp_1" -> "1475 retinanet/box-1-5/FusedBatchNormV3"; +"1471 retinanet/box-1-5/FusedBatchNormV3/ReadVariableOp/resource" -> "1472 retinanet/box-1-5/FusedBatchNormV3/ReadVariableOp"; +"1472 retinanet/box-1-5/FusedBatchNormV3/ReadVariableOp" -> "1475 retinanet/box-1-5/FusedBatchNormV3"; +"1473 retinanet/box-1-5/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1474 retinanet/box-1-5/FusedBatchNormV3/ReadVariableOp_1"; +"1474 retinanet/box-1-5/FusedBatchNormV3/ReadVariableOp_1" -> "1475 retinanet/box-1-5/FusedBatchNormV3"; +"1475 retinanet/box-1-5/FusedBatchNormV3" -> "1501 retinanet/tf.nn.relu_71/Relu"; +"1476 retinanet/box-1-4/ReadVariableOp/resource" -> "1477 retinanet/box-1-4/ReadVariableOp"; +"1477 retinanet/box-1-4/ReadVariableOp" -> "1484 retinanet/box-1-4/FusedBatchNormV3"; +"1478 retinanet/box-1-4/ReadVariableOp_1/resource" -> "1479 retinanet/box-1-4/ReadVariableOp_1"; +"1479 retinanet/box-1-4/ReadVariableOp_1" -> "1484 retinanet/box-1-4/FusedBatchNormV3"; +"1480 retinanet/box-1-4/FusedBatchNormV3/ReadVariableOp/resource" -> "1481 retinanet/box-1-4/FusedBatchNormV3/ReadVariableOp"; +"1481 retinanet/box-1-4/FusedBatchNormV3/ReadVariableOp" -> "1484 retinanet/box-1-4/FusedBatchNormV3"; +"1482 retinanet/box-1-4/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1483 retinanet/box-1-4/FusedBatchNormV3/ReadVariableOp_1"; +"1483 retinanet/box-1-4/FusedBatchNormV3/ReadVariableOp_1" -> "1484 retinanet/box-1-4/FusedBatchNormV3"; +"1484 retinanet/box-1-4/FusedBatchNormV3" -> "1502 retinanet/tf.nn.relu_63/Relu"; +"1485 retinanet/box-1-3/ReadVariableOp/resource" -> "1486 retinanet/box-1-3/ReadVariableOp"; +"1486 retinanet/box-1-3/ReadVariableOp" -> "1493 retinanet/box-1-3/FusedBatchNormV3"; +"1487 retinanet/box-1-3/ReadVariableOp_1/resource" -> "1488 retinanet/box-1-3/ReadVariableOp_1"; +"1488 retinanet/box-1-3/ReadVariableOp_1" -> "1493 retinanet/box-1-3/FusedBatchNormV3"; +"1489 retinanet/box-1-3/FusedBatchNormV3/ReadVariableOp/resource" -> "1490 retinanet/box-1-3/FusedBatchNormV3/ReadVariableOp"; +"1490 retinanet/box-1-3/FusedBatchNormV3/ReadVariableOp" -> "1493 retinanet/box-1-3/FusedBatchNormV3"; +"1491 retinanet/box-1-3/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1492 retinanet/box-1-3/FusedBatchNormV3/ReadVariableOp_1"; +"1492 retinanet/box-1-3/FusedBatchNormV3/ReadVariableOp_1" -> "1493 retinanet/box-1-3/FusedBatchNormV3"; +"1493 retinanet/box-1-3/FusedBatchNormV3" -> "1503 retinanet/tf.nn.relu_55/Relu"; +"1494 retinanet/tf.nn.relu_83/Relu" -> "1511 retinanet/class-2/Conv2D"; +"1495 retinanet/tf.nn.relu_75/Relu" -> "1520 retinanet/class-2/Conv2D_1"; +"1496 retinanet/tf.nn.relu_67/Relu" -> "1528 retinanet/class-2/Conv2D_2"; +"1497 retinanet/tf.nn.relu_59/Relu" -> "1536 retinanet/class-2/Conv2D_3"; +"1498 retinanet/tf.nn.relu_51/Relu" -> "1544 retinanet/class-2/Conv2D_4"; +"1499 retinanet/tf.nn.relu_87/Relu" -> "1554 retinanet/box-2/Conv2D"; +"1500 retinanet/tf.nn.relu_79/Relu" -> "1563 retinanet/box-2/Conv2D_1"; +"1501 retinanet/tf.nn.relu_71/Relu" -> "1571 retinanet/box-2/Conv2D_2"; +"1502 retinanet/tf.nn.relu_63/Relu" -> "1579 retinanet/box-2/Conv2D_3"; +"1503 retinanet/tf.nn.relu_55/Relu" -> "1587 retinanet/box-2/Conv2D_4"; +"1504 retinanet/class-2/Sigmoid/ReadVariableOp/resource" -> "1505 retinanet/class-2/Sigmoid/ReadVariableOp"; +"1504 retinanet/class-2/Sigmoid/ReadVariableOp/resource" -> "1515 retinanet/class-2/Sigmoid_1/ReadVariableOp"; +"1504 retinanet/class-2/Sigmoid/ReadVariableOp/resource" -> "1523 retinanet/class-2/Sigmoid_2/ReadVariableOp"; +"1504 retinanet/class-2/Sigmoid/ReadVariableOp/resource" -> "1531 retinanet/class-2/Sigmoid_3/ReadVariableOp"; +"1504 retinanet/class-2/Sigmoid/ReadVariableOp/resource" -> "1539 retinanet/class-2/Sigmoid_4/ReadVariableOp"; +"1505 retinanet/class-2/Sigmoid/ReadVariableOp" -> "1506 retinanet/class-2/Sigmoid"; +"1506 retinanet/class-2/Sigmoid" -> "1507 retinanet/class-2/Round"; +"1507 retinanet/class-2/Round" -> "1510 retinanet/class-2/mul"; +"1508 retinanet/class-2/ReadVariableOp/resource" -> "1509 retinanet/class-2/ReadVariableOp"; +"1508 retinanet/class-2/ReadVariableOp/resource" -> "1518 retinanet/class-2/ReadVariableOp_1"; +"1508 retinanet/class-2/ReadVariableOp/resource" -> "1526 retinanet/class-2/ReadVariableOp_2"; +"1508 retinanet/class-2/ReadVariableOp/resource" -> "1534 retinanet/class-2/ReadVariableOp_3"; +"1508 retinanet/class-2/ReadVariableOp/resource" -> "1542 retinanet/class-2/ReadVariableOp_4"; +"1509 retinanet/class-2/ReadVariableOp" -> "1510 retinanet/class-2/mul"; +"1510 retinanet/class-2/mul" -> "1511 retinanet/class-2/Conv2D"; +"1511 retinanet/class-2/Conv2D" -> "1514 retinanet/class-2/BiasAdd"; +"1512 retinanet/class-2/BiasAdd/ReadVariableOp/resource" -> "1513 retinanet/class-2/BiasAdd/ReadVariableOp"; +"1512 retinanet/class-2/BiasAdd/ReadVariableOp/resource" -> "1521 retinanet/class-2/BiasAdd_1/ReadVariableOp"; +"1512 retinanet/class-2/BiasAdd/ReadVariableOp/resource" -> "1529 retinanet/class-2/BiasAdd_2/ReadVariableOp"; +"1512 retinanet/class-2/BiasAdd/ReadVariableOp/resource" -> "1537 retinanet/class-2/BiasAdd_3/ReadVariableOp"; +"1512 retinanet/class-2/BiasAdd/ReadVariableOp/resource" -> "1545 retinanet/class-2/BiasAdd_4/ReadVariableOp"; +"1513 retinanet/class-2/BiasAdd/ReadVariableOp" -> "1514 retinanet/class-2/BiasAdd"; +"1514 retinanet/class-2/BiasAdd" -> "1598 retinanet/class-2-7/FusedBatchNormV3"; +"1515 retinanet/class-2/Sigmoid_1/ReadVariableOp" -> "1516 retinanet/class-2/Sigmoid_1"; +"1516 retinanet/class-2/Sigmoid_1" -> "1517 retinanet/class-2/Round_1"; +"1517 retinanet/class-2/Round_1" -> "1519 retinanet/class-2/mul_1"; +"1518 retinanet/class-2/ReadVariableOp_1" -> "1519 retinanet/class-2/mul_1"; +"1519 retinanet/class-2/mul_1" -> "1520 retinanet/class-2/Conv2D_1"; +"1520 retinanet/class-2/Conv2D_1" -> "1522 retinanet/class-2/BiasAdd_1"; +"1521 retinanet/class-2/BiasAdd_1/ReadVariableOp" -> "1522 retinanet/class-2/BiasAdd_1"; +"1522 retinanet/class-2/BiasAdd_1" -> "1607 retinanet/class-2-6/FusedBatchNormV3"; +"1523 retinanet/class-2/Sigmoid_2/ReadVariableOp" -> "1524 retinanet/class-2/Sigmoid_2"; +"1524 retinanet/class-2/Sigmoid_2" -> "1525 retinanet/class-2/Round_2"; +"1525 retinanet/class-2/Round_2" -> "1527 retinanet/class-2/mul_2"; +"1526 retinanet/class-2/ReadVariableOp_2" -> "1527 retinanet/class-2/mul_2"; +"1527 retinanet/class-2/mul_2" -> "1528 retinanet/class-2/Conv2D_2"; +"1528 retinanet/class-2/Conv2D_2" -> "1530 retinanet/class-2/BiasAdd_2"; +"1529 retinanet/class-2/BiasAdd_2/ReadVariableOp" -> "1530 retinanet/class-2/BiasAdd_2"; +"1530 retinanet/class-2/BiasAdd_2" -> "1616 retinanet/class-2-5/FusedBatchNormV3"; +"1531 retinanet/class-2/Sigmoid_3/ReadVariableOp" -> "1532 retinanet/class-2/Sigmoid_3"; +"1532 retinanet/class-2/Sigmoid_3" -> "1533 retinanet/class-2/Round_3"; +"1533 retinanet/class-2/Round_3" -> "1535 retinanet/class-2/mul_3"; +"1534 retinanet/class-2/ReadVariableOp_3" -> "1535 retinanet/class-2/mul_3"; +"1535 retinanet/class-2/mul_3" -> "1536 retinanet/class-2/Conv2D_3"; +"1536 retinanet/class-2/Conv2D_3" -> "1538 retinanet/class-2/BiasAdd_3"; +"1537 retinanet/class-2/BiasAdd_3/ReadVariableOp" -> "1538 retinanet/class-2/BiasAdd_3"; +"1538 retinanet/class-2/BiasAdd_3" -> "1625 retinanet/class-2-4/FusedBatchNormV3"; +"1539 retinanet/class-2/Sigmoid_4/ReadVariableOp" -> "1540 retinanet/class-2/Sigmoid_4"; +"1540 retinanet/class-2/Sigmoid_4" -> "1541 retinanet/class-2/Round_4"; +"1541 retinanet/class-2/Round_4" -> "1543 retinanet/class-2/mul_4"; +"1542 retinanet/class-2/ReadVariableOp_4" -> "1543 retinanet/class-2/mul_4"; +"1543 retinanet/class-2/mul_4" -> "1544 retinanet/class-2/Conv2D_4"; +"1544 retinanet/class-2/Conv2D_4" -> "1546 retinanet/class-2/BiasAdd_4"; +"1545 retinanet/class-2/BiasAdd_4/ReadVariableOp" -> "1546 retinanet/class-2/BiasAdd_4"; +"1546 retinanet/class-2/BiasAdd_4" -> "1634 retinanet/class-2-3/FusedBatchNormV3"; +"1547 retinanet/box-2/Sigmoid/ReadVariableOp/resource" -> "1548 retinanet/box-2/Sigmoid/ReadVariableOp"; +"1547 retinanet/box-2/Sigmoid/ReadVariableOp/resource" -> "1558 retinanet/box-2/Sigmoid_1/ReadVariableOp"; +"1547 retinanet/box-2/Sigmoid/ReadVariableOp/resource" -> "1566 retinanet/box-2/Sigmoid_2/ReadVariableOp"; +"1547 retinanet/box-2/Sigmoid/ReadVariableOp/resource" -> "1574 retinanet/box-2/Sigmoid_3/ReadVariableOp"; +"1547 retinanet/box-2/Sigmoid/ReadVariableOp/resource" -> "1582 retinanet/box-2/Sigmoid_4/ReadVariableOp"; +"1548 retinanet/box-2/Sigmoid/ReadVariableOp" -> "1549 retinanet/box-2/Sigmoid"; +"1549 retinanet/box-2/Sigmoid" -> "1550 retinanet/box-2/Round"; +"1550 retinanet/box-2/Round" -> "1553 retinanet/box-2/mul"; +"1551 retinanet/box-2/ReadVariableOp/resource" -> "1552 retinanet/box-2/ReadVariableOp"; +"1551 retinanet/box-2/ReadVariableOp/resource" -> "1561 retinanet/box-2/ReadVariableOp_1"; +"1551 retinanet/box-2/ReadVariableOp/resource" -> "1569 retinanet/box-2/ReadVariableOp_2"; +"1551 retinanet/box-2/ReadVariableOp/resource" -> "1577 retinanet/box-2/ReadVariableOp_3"; +"1551 retinanet/box-2/ReadVariableOp/resource" -> "1585 retinanet/box-2/ReadVariableOp_4"; +"1552 retinanet/box-2/ReadVariableOp" -> "1553 retinanet/box-2/mul"; +"1553 retinanet/box-2/mul" -> "1554 retinanet/box-2/Conv2D"; +"1554 retinanet/box-2/Conv2D" -> "1557 retinanet/box-2/BiasAdd"; +"1555 retinanet/box-2/BiasAdd/ReadVariableOp/resource" -> "1556 retinanet/box-2/BiasAdd/ReadVariableOp"; +"1555 retinanet/box-2/BiasAdd/ReadVariableOp/resource" -> "1564 retinanet/box-2/BiasAdd_1/ReadVariableOp"; +"1555 retinanet/box-2/BiasAdd/ReadVariableOp/resource" -> "1572 retinanet/box-2/BiasAdd_2/ReadVariableOp"; +"1555 retinanet/box-2/BiasAdd/ReadVariableOp/resource" -> "1580 retinanet/box-2/BiasAdd_3/ReadVariableOp"; +"1555 retinanet/box-2/BiasAdd/ReadVariableOp/resource" -> "1588 retinanet/box-2/BiasAdd_4/ReadVariableOp"; +"1556 retinanet/box-2/BiasAdd/ReadVariableOp" -> "1557 retinanet/box-2/BiasAdd"; +"1557 retinanet/box-2/BiasAdd" -> "1643 retinanet/box-2-7/FusedBatchNormV3"; +"1558 retinanet/box-2/Sigmoid_1/ReadVariableOp" -> "1559 retinanet/box-2/Sigmoid_1"; +"1559 retinanet/box-2/Sigmoid_1" -> "1560 retinanet/box-2/Round_1"; +"1560 retinanet/box-2/Round_1" -> "1562 retinanet/box-2/mul_1"; +"1561 retinanet/box-2/ReadVariableOp_1" -> "1562 retinanet/box-2/mul_1"; +"1562 retinanet/box-2/mul_1" -> "1563 retinanet/box-2/Conv2D_1"; +"1563 retinanet/box-2/Conv2D_1" -> "1565 retinanet/box-2/BiasAdd_1"; +"1564 retinanet/box-2/BiasAdd_1/ReadVariableOp" -> "1565 retinanet/box-2/BiasAdd_1"; +"1565 retinanet/box-2/BiasAdd_1" -> "1652 retinanet/box-2-6/FusedBatchNormV3"; +"1566 retinanet/box-2/Sigmoid_2/ReadVariableOp" -> "1567 retinanet/box-2/Sigmoid_2"; +"1567 retinanet/box-2/Sigmoid_2" -> "1568 retinanet/box-2/Round_2"; +"1568 retinanet/box-2/Round_2" -> "1570 retinanet/box-2/mul_2"; +"1569 retinanet/box-2/ReadVariableOp_2" -> "1570 retinanet/box-2/mul_2"; +"1570 retinanet/box-2/mul_2" -> "1571 retinanet/box-2/Conv2D_2"; +"1571 retinanet/box-2/Conv2D_2" -> "1573 retinanet/box-2/BiasAdd_2"; +"1572 retinanet/box-2/BiasAdd_2/ReadVariableOp" -> "1573 retinanet/box-2/BiasAdd_2"; +"1573 retinanet/box-2/BiasAdd_2" -> "1661 retinanet/box-2-5/FusedBatchNormV3"; +"1574 retinanet/box-2/Sigmoid_3/ReadVariableOp" -> "1575 retinanet/box-2/Sigmoid_3"; +"1575 retinanet/box-2/Sigmoid_3" -> "1576 retinanet/box-2/Round_3"; +"1576 retinanet/box-2/Round_3" -> "1578 retinanet/box-2/mul_3"; +"1577 retinanet/box-2/ReadVariableOp_3" -> "1578 retinanet/box-2/mul_3"; +"1578 retinanet/box-2/mul_3" -> "1579 retinanet/box-2/Conv2D_3"; +"1579 retinanet/box-2/Conv2D_3" -> "1581 retinanet/box-2/BiasAdd_3"; +"1580 retinanet/box-2/BiasAdd_3/ReadVariableOp" -> "1581 retinanet/box-2/BiasAdd_3"; +"1581 retinanet/box-2/BiasAdd_3" -> "1670 retinanet/box-2-4/FusedBatchNormV3"; +"1582 retinanet/box-2/Sigmoid_4/ReadVariableOp" -> "1583 retinanet/box-2/Sigmoid_4"; +"1583 retinanet/box-2/Sigmoid_4" -> "1584 retinanet/box-2/Round_4"; +"1584 retinanet/box-2/Round_4" -> "1586 retinanet/box-2/mul_4"; +"1585 retinanet/box-2/ReadVariableOp_4" -> "1586 retinanet/box-2/mul_4"; +"1586 retinanet/box-2/mul_4" -> "1587 retinanet/box-2/Conv2D_4"; +"1587 retinanet/box-2/Conv2D_4" -> "1589 retinanet/box-2/BiasAdd_4"; +"1588 retinanet/box-2/BiasAdd_4/ReadVariableOp" -> "1589 retinanet/box-2/BiasAdd_4"; +"1589 retinanet/box-2/BiasAdd_4" -> "1679 retinanet/box-2-3/FusedBatchNormV3"; +"1590 retinanet/class-2-7/ReadVariableOp/resource" -> "1591 retinanet/class-2-7/ReadVariableOp"; +"1591 retinanet/class-2-7/ReadVariableOp" -> "1598 retinanet/class-2-7/FusedBatchNormV3"; +"1592 retinanet/class-2-7/ReadVariableOp_1/resource" -> "1593 retinanet/class-2-7/ReadVariableOp_1"; +"1593 retinanet/class-2-7/ReadVariableOp_1" -> "1598 retinanet/class-2-7/FusedBatchNormV3"; +"1594 retinanet/class-2-7/FusedBatchNormV3/ReadVariableOp/resource" -> "1595 retinanet/class-2-7/FusedBatchNormV3/ReadVariableOp"; +"1595 retinanet/class-2-7/FusedBatchNormV3/ReadVariableOp" -> "1598 retinanet/class-2-7/FusedBatchNormV3"; +"1596 retinanet/class-2-7/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1597 retinanet/class-2-7/FusedBatchNormV3/ReadVariableOp_1"; +"1597 retinanet/class-2-7/FusedBatchNormV3/ReadVariableOp_1" -> "1598 retinanet/class-2-7/FusedBatchNormV3"; +"1598 retinanet/class-2-7/FusedBatchNormV3" -> "1680 retinanet/tf.nn.relu_84/Relu"; +"1599 retinanet/class-2-6/ReadVariableOp/resource" -> "1600 retinanet/class-2-6/ReadVariableOp"; +"1600 retinanet/class-2-6/ReadVariableOp" -> "1607 retinanet/class-2-6/FusedBatchNormV3"; +"1601 retinanet/class-2-6/ReadVariableOp_1/resource" -> "1602 retinanet/class-2-6/ReadVariableOp_1"; +"1602 retinanet/class-2-6/ReadVariableOp_1" -> "1607 retinanet/class-2-6/FusedBatchNormV3"; +"1603 retinanet/class-2-6/FusedBatchNormV3/ReadVariableOp/resource" -> "1604 retinanet/class-2-6/FusedBatchNormV3/ReadVariableOp"; +"1604 retinanet/class-2-6/FusedBatchNormV3/ReadVariableOp" -> "1607 retinanet/class-2-6/FusedBatchNormV3"; +"1605 retinanet/class-2-6/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1606 retinanet/class-2-6/FusedBatchNormV3/ReadVariableOp_1"; +"1606 retinanet/class-2-6/FusedBatchNormV3/ReadVariableOp_1" -> "1607 retinanet/class-2-6/FusedBatchNormV3"; +"1607 retinanet/class-2-6/FusedBatchNormV3" -> "1681 retinanet/tf.nn.relu_76/Relu"; +"1608 retinanet/class-2-5/ReadVariableOp/resource" -> "1609 retinanet/class-2-5/ReadVariableOp"; 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retinanet/class-predict/Conv2D_1" -> "1894 retinanet/class-predict/BiasAdd_1"; +"1893 retinanet/class-predict/BiasAdd_1/ReadVariableOp" -> "1894 retinanet/class-predict/BiasAdd_1"; +"1894 retinanet/class-predict/BiasAdd_1" -> "1970 Identity_8"; +"1895 retinanet/class-predict/Sigmoid_2/ReadVariableOp" -> "1896 retinanet/class-predict/Sigmoid_2"; +"1896 retinanet/class-predict/Sigmoid_2" -> "1897 retinanet/class-predict/Round_2"; +"1897 retinanet/class-predict/Round_2" -> "1899 retinanet/class-predict/mul_2"; +"1898 retinanet/class-predict/ReadVariableOp_2" -> "1899 retinanet/class-predict/mul_2"; +"1899 retinanet/class-predict/mul_2" -> "1900 retinanet/class-predict/Conv2D_2"; +"1900 retinanet/class-predict/Conv2D_2" -> "1902 retinanet/class-predict/BiasAdd_2"; +"1901 retinanet/class-predict/BiasAdd_2/ReadVariableOp" -> "1902 retinanet/class-predict/BiasAdd_2"; +"1902 retinanet/class-predict/BiasAdd_2" -> "1969 Identity_7"; +"1903 retinanet/class-predict/Sigmoid_3/ReadVariableOp" -> "1904 retinanet/class-predict/Sigmoid_3"; +"1904 retinanet/class-predict/Sigmoid_3" -> "1905 retinanet/class-predict/Round_3"; +"1905 retinanet/class-predict/Round_3" -> "1907 retinanet/class-predict/mul_3"; +"1906 retinanet/class-predict/ReadVariableOp_3" -> "1907 retinanet/class-predict/mul_3"; +"1907 retinanet/class-predict/mul_3" -> "1908 retinanet/class-predict/Conv2D_3"; +"1908 retinanet/class-predict/Conv2D_3" -> "1910 retinanet/class-predict/BiasAdd_3"; +"1909 retinanet/class-predict/BiasAdd_3/ReadVariableOp" -> "1910 retinanet/class-predict/BiasAdd_3"; +"1910 retinanet/class-predict/BiasAdd_3" -> "1968 Identity_6"; +"1911 retinanet/class-predict/Sigmoid_4/ReadVariableOp" -> "1912 retinanet/class-predict/Sigmoid_4"; +"1912 retinanet/class-predict/Sigmoid_4" -> "1913 retinanet/class-predict/Round_4"; +"1913 retinanet/class-predict/Round_4" -> "1915 retinanet/class-predict/mul_4"; +"1914 retinanet/class-predict/ReadVariableOp_4" -> "1915 retinanet/class-predict/mul_4"; +"1915 retinanet/class-predict/mul_4" -> "1916 retinanet/class-predict/Conv2D_4"; +"1916 retinanet/class-predict/Conv2D_4" -> "1918 retinanet/class-predict/BiasAdd_4"; +"1917 retinanet/class-predict/BiasAdd_4/ReadVariableOp" -> "1918 retinanet/class-predict/BiasAdd_4"; +"1918 retinanet/class-predict/BiasAdd_4" -> "1967 Identity_5"; +"1919 retinanet/box-predict/Sigmoid/ReadVariableOp/resource" -> "1920 retinanet/box-predict/Sigmoid/ReadVariableOp"; +"1919 retinanet/box-predict/Sigmoid/ReadVariableOp/resource" -> "1930 retinanet/box-predict/Sigmoid_1/ReadVariableOp"; +"1919 retinanet/box-predict/Sigmoid/ReadVariableOp/resource" -> "1938 retinanet/box-predict/Sigmoid_2/ReadVariableOp"; +"1919 retinanet/box-predict/Sigmoid/ReadVariableOp/resource" -> "1946 retinanet/box-predict/Sigmoid_3/ReadVariableOp"; +"1919 retinanet/box-predict/Sigmoid/ReadVariableOp/resource" -> "1954 retinanet/box-predict/Sigmoid_4/ReadVariableOp"; +"1920 retinanet/box-predict/Sigmoid/ReadVariableOp" -> "1921 retinanet/box-predict/Sigmoid"; +"1921 retinanet/box-predict/Sigmoid" -> "1922 retinanet/box-predict/Round"; +"1922 retinanet/box-predict/Round" -> "1925 retinanet/box-predict/mul"; +"1923 retinanet/box-predict/ReadVariableOp/resource" -> "1924 retinanet/box-predict/ReadVariableOp"; +"1923 retinanet/box-predict/ReadVariableOp/resource" -> "1933 retinanet/box-predict/ReadVariableOp_1"; +"1923 retinanet/box-predict/ReadVariableOp/resource" -> "1941 retinanet/box-predict/ReadVariableOp_2"; +"1923 retinanet/box-predict/ReadVariableOp/resource" -> "1949 retinanet/box-predict/ReadVariableOp_3"; +"1923 retinanet/box-predict/ReadVariableOp/resource" -> "1957 retinanet/box-predict/ReadVariableOp_4"; +"1924 retinanet/box-predict/ReadVariableOp" -> "1925 retinanet/box-predict/mul"; +"1925 retinanet/box-predict/mul" -> "1926 retinanet/box-predict/Conv2D"; +"1926 retinanet/box-predict/Conv2D" -> "1929 retinanet/box-predict/BiasAdd"; +"1927 retinanet/box-predict/BiasAdd/ReadVariableOp/resource" -> "1928 retinanet/box-predict/BiasAdd/ReadVariableOp"; +"1927 retinanet/box-predict/BiasAdd/ReadVariableOp/resource" -> "1936 retinanet/box-predict/BiasAdd_1/ReadVariableOp"; +"1927 retinanet/box-predict/BiasAdd/ReadVariableOp/resource" -> "1944 retinanet/box-predict/BiasAdd_2/ReadVariableOp"; +"1927 retinanet/box-predict/BiasAdd/ReadVariableOp/resource" -> "1952 retinanet/box-predict/BiasAdd_3/ReadVariableOp"; +"1927 retinanet/box-predict/BiasAdd/ReadVariableOp/resource" -> "1960 retinanet/box-predict/BiasAdd_4/ReadVariableOp"; +"1928 retinanet/box-predict/BiasAdd/ReadVariableOp" -> "1929 retinanet/box-predict/BiasAdd"; +"1929 retinanet/box-predict/BiasAdd" -> "1966 Identity_4"; +"1930 retinanet/box-predict/Sigmoid_1/ReadVariableOp" -> "1931 retinanet/box-predict/Sigmoid_1"; +"1931 retinanet/box-predict/Sigmoid_1" -> "1932 retinanet/box-predict/Round_1"; +"1932 retinanet/box-predict/Round_1" -> "1934 retinanet/box-predict/mul_1"; +"1933 retinanet/box-predict/ReadVariableOp_1" -> "1934 retinanet/box-predict/mul_1"; +"1934 retinanet/box-predict/mul_1" -> "1935 retinanet/box-predict/Conv2D_1"; +"1935 retinanet/box-predict/Conv2D_1" -> "1937 retinanet/box-predict/BiasAdd_1"; +"1936 retinanet/box-predict/BiasAdd_1/ReadVariableOp" -> "1937 retinanet/box-predict/BiasAdd_1"; +"1937 retinanet/box-predict/BiasAdd_1" -> "1965 Identity_3"; +"1938 retinanet/box-predict/Sigmoid_2/ReadVariableOp" -> "1939 retinanet/box-predict/Sigmoid_2"; +"1939 retinanet/box-predict/Sigmoid_2" -> "1940 retinanet/box-predict/Round_2"; +"1940 retinanet/box-predict/Round_2" -> "1942 retinanet/box-predict/mul_2"; +"1941 retinanet/box-predict/ReadVariableOp_2" -> "1942 retinanet/box-predict/mul_2"; +"1942 retinanet/box-predict/mul_2" -> "1943 retinanet/box-predict/Conv2D_2"; +"1943 retinanet/box-predict/Conv2D_2" -> "1945 retinanet/box-predict/BiasAdd_2"; +"1944 retinanet/box-predict/BiasAdd_2/ReadVariableOp" -> "1945 retinanet/box-predict/BiasAdd_2"; +"1945 retinanet/box-predict/BiasAdd_2" -> "1964 Identity_2"; +"1946 retinanet/box-predict/Sigmoid_3/ReadVariableOp" -> "1947 retinanet/box-predict/Sigmoid_3"; +"1947 retinanet/box-predict/Sigmoid_3" -> "1948 retinanet/box-predict/Round_3"; +"1948 retinanet/box-predict/Round_3" -> "1950 retinanet/box-predict/mul_3"; +"1949 retinanet/box-predict/ReadVariableOp_3" -> "1950 retinanet/box-predict/mul_3"; +"1950 retinanet/box-predict/mul_3" -> "1951 retinanet/box-predict/Conv2D_3"; +"1951 retinanet/box-predict/Conv2D_3" -> "1953 retinanet/box-predict/BiasAdd_3"; +"1952 retinanet/box-predict/BiasAdd_3/ReadVariableOp" -> "1953 retinanet/box-predict/BiasAdd_3"; +"1953 retinanet/box-predict/BiasAdd_3" -> "1963 Identity_1"; +"1954 retinanet/box-predict/Sigmoid_4/ReadVariableOp" -> "1955 retinanet/box-predict/Sigmoid_4"; +"1955 retinanet/box-predict/Sigmoid_4" -> "1956 retinanet/box-predict/Round_4"; +"1956 retinanet/box-predict/Round_4" -> "1958 retinanet/box-predict/mul_4"; +"1957 retinanet/box-predict/ReadVariableOp_4" -> "1958 retinanet/box-predict/mul_4"; +"1958 retinanet/box-predict/mul_4" -> "1959 retinanet/box-predict/Conv2D_4"; +"1959 retinanet/box-predict/Conv2D_4" -> "1961 retinanet/box-predict/BiasAdd_4"; +"1960 retinanet/box-predict/BiasAdd_4/ReadVariableOp" -> "1961 retinanet/box-predict/BiasAdd_4"; +"1961 retinanet/box-predict/BiasAdd_4" -> "1962 Identity"; +} diff --git a/tests/tensorflow/data/reference_graphs/2.11/sparsity/rb_sparsity/sequential_model.dot b/tests/tensorflow/data/reference_graphs/2.11/sparsity/rb_sparsity/sequential_model.dot deleted file mode 120000 index e8f04e3e090..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.11/sparsity/rb_sparsity/sequential_model.dot +++ /dev/null @@ -1 +0,0 @@ -../../../2.8/sparsity/rb_sparsity/sequential_model.dot \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.11/sparsity/rb_sparsity/sequential_model.dot b/tests/tensorflow/data/reference_graphs/2.11/sparsity/rb_sparsity/sequential_model.dot new file mode 100644 index 00000000000..71a60e2d243 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.11/sparsity/rb_sparsity/sequential_model.dot @@ -0,0 +1,77 @@ +strict digraph { +"0 args_0" [id=0, op=Placeholder]; +"1 sequential/conv2d/Sigmoid/ReadVariableOp/resource" [id=1, op=Placeholder]; +"2 sequential/conv2d/Sigmoid/ReadVariableOp" [id=2, op=ReadVariableOp]; +"3 sequential/conv2d/Sigmoid" [id=3, op=Sigmoid]; +"4 sequential/conv2d/Round" [id=4, op=Round]; +"5 sequential/conv2d/ReadVariableOp/resource" [id=5, op=Placeholder]; +"6 sequential/conv2d/ReadVariableOp" [id=6, op=ReadVariableOp]; +"7 sequential/conv2d/mul" [id=7, op=Mul]; +"8 sequential/conv2d/Conv2D" [id=8, op=Conv2D]; +"9 sequential/conv2d/BiasAdd/ReadVariableOp/resource" [id=9, op=Placeholder]; +"10 sequential/conv2d/BiasAdd/ReadVariableOp" [id=10, op=ReadVariableOp]; +"11 sequential/conv2d/BiasAdd" [id=11, op=BiasAdd]; +"12 sequential/max_pooling2d/MaxPool" [id=12, op=MaxPool]; +"13 sequential/flatten/Const" [id=13, op=Const]; +"14 sequential/flatten/Reshape" [id=14, op=Reshape]; +"15 sequential/dense/Sigmoid/ReadVariableOp/resource" [id=15, op=Placeholder]; +"16 sequential/dense/Sigmoid/ReadVariableOp" [id=16, op=ReadVariableOp]; +"17 sequential/dense/Sigmoid" [id=17, op=Sigmoid]; +"18 sequential/dense/Round" [id=18, op=Round]; +"19 sequential/dense/ReadVariableOp/resource" [id=19, op=Placeholder]; +"20 sequential/dense/ReadVariableOp" [id=20, op=ReadVariableOp]; +"21 sequential/dense/mul" [id=21, op=Mul]; +"22 sequential/dense/MatMul" [id=22, op=MatMul]; +"23 sequential/dense/BiasAdd/ReadVariableOp/resource" [id=23, op=Placeholder]; +"24 sequential/dense/BiasAdd/ReadVariableOp" [id=24, op=ReadVariableOp]; +"25 sequential/dense/BiasAdd" [id=25, op=BiasAdd]; +"26 sequential/dense_1/Sigmoid/ReadVariableOp/resource" [id=26, op=Placeholder]; +"27 sequential/dense_1/Sigmoid/ReadVariableOp" [id=27, op=ReadVariableOp]; +"28 sequential/dense_1/Sigmoid" [id=28, op=Sigmoid]; +"29 sequential/dense_1/Round" [id=29, op=Round]; +"30 sequential/dense_1/ReadVariableOp/resource" [id=30, op=Placeholder]; +"31 sequential/dense_1/ReadVariableOp" [id=31, op=ReadVariableOp]; +"32 sequential/dense_1/mul" [id=32, op=Mul]; +"33 sequential/dense_1/MatMul" [id=33, op=MatMul]; +"34 sequential/dense_1/BiasAdd/ReadVariableOp/resource" [id=34, op=Placeholder]; +"35 sequential/dense_1/BiasAdd/ReadVariableOp" [id=35, op=ReadVariableOp]; +"36 sequential/dense_1/BiasAdd" [id=36, op=BiasAdd]; +"37 Identity" [id=37, op=Identity]; +"0 args_0" -> "8 sequential/conv2d/Conv2D"; +"1 sequential/conv2d/Sigmoid/ReadVariableOp/resource" -> "2 sequential/conv2d/Sigmoid/ReadVariableOp"; +"2 sequential/conv2d/Sigmoid/ReadVariableOp" -> "3 sequential/conv2d/Sigmoid"; +"3 sequential/conv2d/Sigmoid" -> "4 sequential/conv2d/Round"; +"4 sequential/conv2d/Round" -> "7 sequential/conv2d/mul"; +"5 sequential/conv2d/ReadVariableOp/resource" -> "6 sequential/conv2d/ReadVariableOp"; +"6 sequential/conv2d/ReadVariableOp" -> "7 sequential/conv2d/mul"; +"7 sequential/conv2d/mul" -> "8 sequential/conv2d/Conv2D"; +"8 sequential/conv2d/Conv2D" -> "11 sequential/conv2d/BiasAdd"; +"9 sequential/conv2d/BiasAdd/ReadVariableOp/resource" -> "10 sequential/conv2d/BiasAdd/ReadVariableOp"; +"10 sequential/conv2d/BiasAdd/ReadVariableOp" -> "11 sequential/conv2d/BiasAdd"; +"11 sequential/conv2d/BiasAdd" -> "12 sequential/max_pooling2d/MaxPool"; +"12 sequential/max_pooling2d/MaxPool" -> "14 sequential/flatten/Reshape"; +"13 sequential/flatten/Const" -> "14 sequential/flatten/Reshape"; +"14 sequential/flatten/Reshape" -> "22 sequential/dense/MatMul"; +"15 sequential/dense/Sigmoid/ReadVariableOp/resource" -> "16 sequential/dense/Sigmoid/ReadVariableOp"; +"16 sequential/dense/Sigmoid/ReadVariableOp" -> "17 sequential/dense/Sigmoid"; +"17 sequential/dense/Sigmoid" -> "18 sequential/dense/Round"; +"18 sequential/dense/Round" -> "21 sequential/dense/mul"; +"19 sequential/dense/ReadVariableOp/resource" -> "20 sequential/dense/ReadVariableOp"; +"20 sequential/dense/ReadVariableOp" -> "21 sequential/dense/mul"; +"21 sequential/dense/mul" -> "22 sequential/dense/MatMul"; +"22 sequential/dense/MatMul" -> "25 sequential/dense/BiasAdd"; +"23 sequential/dense/BiasAdd/ReadVariableOp/resource" -> "24 sequential/dense/BiasAdd/ReadVariableOp"; +"24 sequential/dense/BiasAdd/ReadVariableOp" -> "25 sequential/dense/BiasAdd"; +"25 sequential/dense/BiasAdd" -> "33 sequential/dense_1/MatMul"; +"26 sequential/dense_1/Sigmoid/ReadVariableOp/resource" -> "27 sequential/dense_1/Sigmoid/ReadVariableOp"; +"27 sequential/dense_1/Sigmoid/ReadVariableOp" -> "28 sequential/dense_1/Sigmoid"; +"28 sequential/dense_1/Sigmoid" -> "29 sequential/dense_1/Round"; +"29 sequential/dense_1/Round" -> "32 sequential/dense_1/mul"; +"30 sequential/dense_1/ReadVariableOp/resource" -> "31 sequential/dense_1/ReadVariableOp"; +"31 sequential/dense_1/ReadVariableOp" -> "32 sequential/dense_1/mul"; +"32 sequential/dense_1/mul" -> "33 sequential/dense_1/MatMul"; +"33 sequential/dense_1/MatMul" -> "36 sequential/dense_1/BiasAdd"; +"34 sequential/dense_1/BiasAdd/ReadVariableOp/resource" -> "35 sequential/dense_1/BiasAdd/ReadVariableOp"; +"35 sequential/dense_1/BiasAdd/ReadVariableOp" -> "36 sequential/dense_1/BiasAdd"; +"36 sequential/dense_1/BiasAdd" -> "37 Identity"; +} diff --git a/tests/tensorflow/data/reference_graphs/2.11/sparsity/rb_sparsity/sequential_no_input_model.dot b/tests/tensorflow/data/reference_graphs/2.11/sparsity/rb_sparsity/sequential_no_input_model.dot deleted file mode 120000 index e1a53ea128f..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.11/sparsity/rb_sparsity/sequential_no_input_model.dot +++ /dev/null @@ -1 +0,0 @@ -../../../2.8/sparsity/rb_sparsity/sequential_no_input_model.dot \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.11/sparsity/rb_sparsity/sequential_no_input_model.dot b/tests/tensorflow/data/reference_graphs/2.11/sparsity/rb_sparsity/sequential_no_input_model.dot new file mode 100644 index 00000000000..71a60e2d243 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.11/sparsity/rb_sparsity/sequential_no_input_model.dot @@ -0,0 +1,77 @@ +strict digraph { +"0 args_0" [id=0, op=Placeholder]; +"1 sequential/conv2d/Sigmoid/ReadVariableOp/resource" [id=1, op=Placeholder]; +"2 sequential/conv2d/Sigmoid/ReadVariableOp" [id=2, op=ReadVariableOp]; +"3 sequential/conv2d/Sigmoid" [id=3, op=Sigmoid]; +"4 sequential/conv2d/Round" [id=4, op=Round]; +"5 sequential/conv2d/ReadVariableOp/resource" [id=5, op=Placeholder]; +"6 sequential/conv2d/ReadVariableOp" [id=6, op=ReadVariableOp]; +"7 sequential/conv2d/mul" [id=7, op=Mul]; +"8 sequential/conv2d/Conv2D" [id=8, op=Conv2D]; +"9 sequential/conv2d/BiasAdd/ReadVariableOp/resource" [id=9, op=Placeholder]; +"10 sequential/conv2d/BiasAdd/ReadVariableOp" [id=10, op=ReadVariableOp]; +"11 sequential/conv2d/BiasAdd" [id=11, op=BiasAdd]; +"12 sequential/max_pooling2d/MaxPool" [id=12, op=MaxPool]; +"13 sequential/flatten/Const" [id=13, op=Const]; +"14 sequential/flatten/Reshape" [id=14, op=Reshape]; +"15 sequential/dense/Sigmoid/ReadVariableOp/resource" [id=15, op=Placeholder]; +"16 sequential/dense/Sigmoid/ReadVariableOp" [id=16, op=ReadVariableOp]; +"17 sequential/dense/Sigmoid" [id=17, op=Sigmoid]; +"18 sequential/dense/Round" [id=18, op=Round]; +"19 sequential/dense/ReadVariableOp/resource" [id=19, op=Placeholder]; +"20 sequential/dense/ReadVariableOp" [id=20, op=ReadVariableOp]; +"21 sequential/dense/mul" [id=21, op=Mul]; +"22 sequential/dense/MatMul" [id=22, op=MatMul]; +"23 sequential/dense/BiasAdd/ReadVariableOp/resource" [id=23, op=Placeholder]; +"24 sequential/dense/BiasAdd/ReadVariableOp" [id=24, op=ReadVariableOp]; +"25 sequential/dense/BiasAdd" [id=25, op=BiasAdd]; +"26 sequential/dense_1/Sigmoid/ReadVariableOp/resource" [id=26, op=Placeholder]; +"27 sequential/dense_1/Sigmoid/ReadVariableOp" [id=27, op=ReadVariableOp]; +"28 sequential/dense_1/Sigmoid" [id=28, op=Sigmoid]; +"29 sequential/dense_1/Round" [id=29, op=Round]; +"30 sequential/dense_1/ReadVariableOp/resource" [id=30, op=Placeholder]; +"31 sequential/dense_1/ReadVariableOp" [id=31, op=ReadVariableOp]; +"32 sequential/dense_1/mul" [id=32, op=Mul]; +"33 sequential/dense_1/MatMul" [id=33, op=MatMul]; +"34 sequential/dense_1/BiasAdd/ReadVariableOp/resource" [id=34, op=Placeholder]; +"35 sequential/dense_1/BiasAdd/ReadVariableOp" [id=35, op=ReadVariableOp]; +"36 sequential/dense_1/BiasAdd" [id=36, op=BiasAdd]; +"37 Identity" [id=37, op=Identity]; +"0 args_0" -> "8 sequential/conv2d/Conv2D"; +"1 sequential/conv2d/Sigmoid/ReadVariableOp/resource" -> "2 sequential/conv2d/Sigmoid/ReadVariableOp"; +"2 sequential/conv2d/Sigmoid/ReadVariableOp" -> "3 sequential/conv2d/Sigmoid"; +"3 sequential/conv2d/Sigmoid" -> "4 sequential/conv2d/Round"; +"4 sequential/conv2d/Round" -> "7 sequential/conv2d/mul"; +"5 sequential/conv2d/ReadVariableOp/resource" -> "6 sequential/conv2d/ReadVariableOp"; +"6 sequential/conv2d/ReadVariableOp" -> "7 sequential/conv2d/mul"; +"7 sequential/conv2d/mul" -> "8 sequential/conv2d/Conv2D"; +"8 sequential/conv2d/Conv2D" -> "11 sequential/conv2d/BiasAdd"; +"9 sequential/conv2d/BiasAdd/ReadVariableOp/resource" -> "10 sequential/conv2d/BiasAdd/ReadVariableOp"; +"10 sequential/conv2d/BiasAdd/ReadVariableOp" -> "11 sequential/conv2d/BiasAdd"; +"11 sequential/conv2d/BiasAdd" -> "12 sequential/max_pooling2d/MaxPool"; +"12 sequential/max_pooling2d/MaxPool" -> "14 sequential/flatten/Reshape"; +"13 sequential/flatten/Const" -> "14 sequential/flatten/Reshape"; +"14 sequential/flatten/Reshape" -> "22 sequential/dense/MatMul"; +"15 sequential/dense/Sigmoid/ReadVariableOp/resource" -> "16 sequential/dense/Sigmoid/ReadVariableOp"; +"16 sequential/dense/Sigmoid/ReadVariableOp" -> "17 sequential/dense/Sigmoid"; +"17 sequential/dense/Sigmoid" -> "18 sequential/dense/Round"; +"18 sequential/dense/Round" -> "21 sequential/dense/mul"; +"19 sequential/dense/ReadVariableOp/resource" -> "20 sequential/dense/ReadVariableOp"; +"20 sequential/dense/ReadVariableOp" -> "21 sequential/dense/mul"; +"21 sequential/dense/mul" -> "22 sequential/dense/MatMul"; +"22 sequential/dense/MatMul" -> "25 sequential/dense/BiasAdd"; +"23 sequential/dense/BiasAdd/ReadVariableOp/resource" -> "24 sequential/dense/BiasAdd/ReadVariableOp"; +"24 sequential/dense/BiasAdd/ReadVariableOp" -> "25 sequential/dense/BiasAdd"; +"25 sequential/dense/BiasAdd" -> "33 sequential/dense_1/MatMul"; +"26 sequential/dense_1/Sigmoid/ReadVariableOp/resource" -> "27 sequential/dense_1/Sigmoid/ReadVariableOp"; +"27 sequential/dense_1/Sigmoid/ReadVariableOp" -> "28 sequential/dense_1/Sigmoid"; +"28 sequential/dense_1/Sigmoid" -> "29 sequential/dense_1/Round"; +"29 sequential/dense_1/Round" -> "32 sequential/dense_1/mul"; +"30 sequential/dense_1/ReadVariableOp/resource" -> "31 sequential/dense_1/ReadVariableOp"; +"31 sequential/dense_1/ReadVariableOp" -> "32 sequential/dense_1/mul"; +"32 sequential/dense_1/mul" -> "33 sequential/dense_1/MatMul"; +"33 sequential/dense_1/MatMul" -> "36 sequential/dense_1/BiasAdd"; +"34 sequential/dense_1/BiasAdd/ReadVariableOp/resource" -> "35 sequential/dense_1/BiasAdd/ReadVariableOp"; +"35 sequential/dense_1/BiasAdd/ReadVariableOp" -> "36 sequential/dense_1/BiasAdd"; +"36 sequential/dense_1/BiasAdd" -> "37 Identity"; +} diff --git a/tests/tensorflow/data/reference_graphs/2.11/sparsity/rb_sparsity/shared_layers_model.dot b/tests/tensorflow/data/reference_graphs/2.11/sparsity/rb_sparsity/shared_layers_model.dot deleted file mode 120000 index f8d9297c85b..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.11/sparsity/rb_sparsity/shared_layers_model.dot +++ /dev/null @@ -1 +0,0 @@ -../../../2.8/sparsity/rb_sparsity/shared_layers_model.dot \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.11/sparsity/rb_sparsity/shared_layers_model.dot b/tests/tensorflow/data/reference_graphs/2.11/sparsity/rb_sparsity/shared_layers_model.dot new file mode 100644 index 00000000000..89df63997a1 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.11/sparsity/rb_sparsity/shared_layers_model.dot @@ -0,0 +1,159 @@ +strict digraph { +"0 args_0" [id=0, op=Placeholder]; +"1 model/c0/Sigmoid/ReadVariableOp/resource" [id=1, op=Placeholder]; +"2 model/c0/Sigmoid/ReadVariableOp" [id=2, op=ReadVariableOp]; +"3 model/c0/Sigmoid" [id=3, op=Sigmoid]; +"4 model/c0/Round" [id=4, op=Round]; +"5 model/c0/ReadVariableOp/resource" [id=5, op=Placeholder]; +"6 model/c0/ReadVariableOp" [id=6, op=ReadVariableOp]; +"7 model/c0/mul" [id=7, op=Mul]; +"8 model/c0/Conv2D" [id=8, op=Conv2D]; +"9 model/c0/BiasAdd/ReadVariableOp/resource" [id=9, op=Placeholder]; +"10 model/c0/BiasAdd/ReadVariableOp" [id=10, op=ReadVariableOp]; +"11 model/c0/BiasAdd" [id=11, op=BiasAdd]; 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model/c4/Conv2D_1"; +"55 model/c4/Sigmoid/ReadVariableOp/resource" -> "56 model/c4/Sigmoid/ReadVariableOp"; +"55 model/c4/Sigmoid/ReadVariableOp/resource" -> "66 model/c4/Sigmoid_1/ReadVariableOp"; +"56 model/c4/Sigmoid/ReadVariableOp" -> "57 model/c4/Sigmoid"; +"57 model/c4/Sigmoid" -> "58 model/c4/Round"; +"58 model/c4/Round" -> "61 model/c4/mul"; +"59 model/c4/ReadVariableOp/resource" -> "60 model/c4/ReadVariableOp"; +"59 model/c4/ReadVariableOp/resource" -> "69 model/c4/ReadVariableOp_1"; +"60 model/c4/ReadVariableOp" -> "61 model/c4/mul"; +"61 model/c4/mul" -> "62 model/c4/Conv2D"; +"62 model/c4/Conv2D" -> "65 model/c4/BiasAdd"; +"63 model/c4/BiasAdd/ReadVariableOp/resource" -> "64 model/c4/BiasAdd/ReadVariableOp"; +"63 model/c4/BiasAdd/ReadVariableOp/resource" -> "72 model/c4/BiasAdd_1/ReadVariableOp"; +"64 model/c4/BiasAdd/ReadVariableOp" -> "65 model/c4/BiasAdd"; +"65 model/c4/BiasAdd" -> "75 Identity_1"; +"66 model/c4/Sigmoid_1/ReadVariableOp" -> "67 model/c4/Sigmoid_1"; +"67 model/c4/Sigmoid_1" -> "68 model/c4/Round_1"; +"68 model/c4/Round_1" -> "70 model/c4/mul_1"; +"69 model/c4/ReadVariableOp_1" -> "70 model/c4/mul_1"; +"70 model/c4/mul_1" -> "71 model/c4/Conv2D_1"; +"71 model/c4/Conv2D_1" -> "73 model/c4/BiasAdd_1"; +"72 model/c4/BiasAdd_1/ReadVariableOp" -> "73 model/c4/BiasAdd_1"; +"73 model/c4/BiasAdd_1" -> "74 Identity"; +} diff --git a/tests/tensorflow/data/reference_graphs/2.11/sparsity/rb_sparsity/vgg16.dot b/tests/tensorflow/data/reference_graphs/2.11/sparsity/rb_sparsity/vgg16.dot deleted file mode 120000 index a1dd2629a64..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.11/sparsity/rb_sparsity/vgg16.dot +++ /dev/null @@ -1 +0,0 @@ -../../../2.8/sparsity/rb_sparsity/vgg16.dot \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.11/sparsity/rb_sparsity/vgg16.dot b/tests/tensorflow/data/reference_graphs/2.11/sparsity/rb_sparsity/vgg16.dot new file mode 100644 index 00000000000..b316f12aae4 --- /dev/null +++ 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vgg16/block4_conv2/BiasAdd/ReadVariableOp/resource" [id=108, op=Placeholder]; +"109 vgg16/block4_conv2/BiasAdd/ReadVariableOp" [id=109, op=ReadVariableOp]; +"110 vgg16/block4_conv2/BiasAdd" [id=110, op=BiasAdd]; +"111 vgg16/block4_conv2/Relu" [id=111, op=Relu]; +"112 vgg16/block4_conv3/Sigmoid/ReadVariableOp/resource" [id=112, op=Placeholder]; +"113 vgg16/block4_conv3/Sigmoid/ReadVariableOp" [id=113, op=ReadVariableOp]; +"114 vgg16/block4_conv3/Sigmoid" [id=114, op=Sigmoid]; +"115 vgg16/block4_conv3/Round" [id=115, op=Round]; +"116 vgg16/block4_conv3/ReadVariableOp/resource" [id=116, op=Placeholder]; +"117 vgg16/block4_conv3/ReadVariableOp" [id=117, op=ReadVariableOp]; +"118 vgg16/block4_conv3/mul" [id=118, op=Mul]; +"119 vgg16/block4_conv3/Conv2D" [id=119, op=Conv2D]; +"120 vgg16/block4_conv3/BiasAdd/ReadVariableOp/resource" [id=120, op=Placeholder]; +"121 vgg16/block4_conv3/BiasAdd/ReadVariableOp" [id=121, op=ReadVariableOp]; +"122 vgg16/block4_conv3/BiasAdd" [id=122, op=BiasAdd]; 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vgg16/block5_conv2/Sigmoid/ReadVariableOp" [id=138, op=ReadVariableOp]; +"139 vgg16/block5_conv2/Sigmoid" [id=139, op=Sigmoid]; +"140 vgg16/block5_conv2/Round" [id=140, op=Round]; +"141 vgg16/block5_conv2/ReadVariableOp/resource" [id=141, op=Placeholder]; +"142 vgg16/block5_conv2/ReadVariableOp" [id=142, op=ReadVariableOp]; +"143 vgg16/block5_conv2/mul" [id=143, op=Mul]; +"144 vgg16/block5_conv2/Conv2D" [id=144, op=Conv2D]; +"145 vgg16/block5_conv2/BiasAdd/ReadVariableOp/resource" [id=145, op=Placeholder]; +"146 vgg16/block5_conv2/BiasAdd/ReadVariableOp" [id=146, op=ReadVariableOp]; +"147 vgg16/block5_conv2/BiasAdd" [id=147, op=BiasAdd]; +"148 vgg16/block5_conv2/Relu" [id=148, op=Relu]; +"149 vgg16/block5_conv3/Sigmoid/ReadVariableOp/resource" [id=149, op=Placeholder]; +"150 vgg16/block5_conv3/Sigmoid/ReadVariableOp" [id=150, op=ReadVariableOp]; +"151 vgg16/block5_conv3/Sigmoid" [id=151, op=Sigmoid]; +"152 vgg16/block5_conv3/Round" [id=152, op=Round]; +"153 vgg16/block5_conv3/ReadVariableOp/resource" [id=153, op=Placeholder]; +"154 vgg16/block5_conv3/ReadVariableOp" [id=154, op=ReadVariableOp]; +"155 vgg16/block5_conv3/mul" [id=155, op=Mul]; +"156 vgg16/block5_conv3/Conv2D" [id=156, op=Conv2D]; +"157 vgg16/block5_conv3/BiasAdd/ReadVariableOp/resource" [id=157, op=Placeholder]; +"158 vgg16/block5_conv3/BiasAdd/ReadVariableOp" [id=158, op=ReadVariableOp]; +"159 vgg16/block5_conv3/BiasAdd" [id=159, op=BiasAdd]; +"160 vgg16/block5_conv3/Relu" [id=160, op=Relu]; +"161 vgg16/block5_pool/MaxPool" [id=161, op=MaxPool]; +"162 vgg16/flatten/Const" [id=162, op=Const]; +"163 vgg16/flatten/Reshape" [id=163, op=Reshape]; +"164 vgg16/fc1/Sigmoid/ReadVariableOp/resource" [id=164, op=Placeholder]; +"165 vgg16/fc1/Sigmoid/ReadVariableOp" [id=165, op=ReadVariableOp]; +"166 vgg16/fc1/Sigmoid" [id=166, op=Sigmoid]; +"167 vgg16/fc1/Round" [id=167, op=Round]; +"168 vgg16/fc1/ReadVariableOp/resource" [id=168, op=Placeholder]; +"169 vgg16/fc1/ReadVariableOp" [id=169, op=ReadVariableOp]; +"170 vgg16/fc1/mul" [id=170, op=Mul]; +"171 vgg16/fc1/MatMul" [id=171, op=MatMul]; +"172 vgg16/fc1/BiasAdd/ReadVariableOp/resource" [id=172, op=Placeholder]; +"173 vgg16/fc1/BiasAdd/ReadVariableOp" [id=173, op=ReadVariableOp]; +"174 vgg16/fc1/BiasAdd" [id=174, op=BiasAdd]; +"175 vgg16/fc1/Relu" [id=175, op=Relu]; +"176 vgg16/fc2/Sigmoid/ReadVariableOp/resource" [id=176, op=Placeholder]; +"177 vgg16/fc2/Sigmoid/ReadVariableOp" [id=177, op=ReadVariableOp]; +"178 vgg16/fc2/Sigmoid" [id=178, op=Sigmoid]; +"179 vgg16/fc2/Round" [id=179, op=Round]; +"180 vgg16/fc2/ReadVariableOp/resource" [id=180, op=Placeholder]; +"181 vgg16/fc2/ReadVariableOp" [id=181, op=ReadVariableOp]; +"182 vgg16/fc2/mul" [id=182, op=Mul]; +"183 vgg16/fc2/MatMul" [id=183, op=MatMul]; +"184 vgg16/fc2/BiasAdd/ReadVariableOp/resource" [id=184, op=Placeholder]; +"185 vgg16/fc2/BiasAdd/ReadVariableOp" [id=185, op=ReadVariableOp]; +"186 vgg16/fc2/BiasAdd" [id=186, op=BiasAdd]; +"187 vgg16/fc2/Relu" [id=187, op=Relu]; +"188 vgg16/predictions/Sigmoid/ReadVariableOp/resource" [id=188, op=Placeholder]; +"189 vgg16/predictions/Sigmoid/ReadVariableOp" [id=189, op=ReadVariableOp]; +"190 vgg16/predictions/Sigmoid" [id=190, op=Sigmoid]; +"191 vgg16/predictions/Round" [id=191, op=Round]; +"192 vgg16/predictions/ReadVariableOp/resource" [id=192, op=Placeholder]; +"193 vgg16/predictions/ReadVariableOp" [id=193, op=ReadVariableOp]; +"194 vgg16/predictions/mul" [id=194, op=Mul]; +"195 vgg16/predictions/MatMul" [id=195, op=MatMul]; +"196 vgg16/predictions/BiasAdd/ReadVariableOp/resource" [id=196, op=Placeholder]; +"197 vgg16/predictions/BiasAdd/ReadVariableOp" [id=197, op=ReadVariableOp]; +"198 vgg16/predictions/BiasAdd" [id=198, op=BiasAdd]; +"199 vgg16/predictions/Softmax" [id=199, op=Softmax]; +"200 Identity" [id=200, op=Identity]; +"0 args_0" -> "8 vgg16/block1_conv1/Conv2D"; +"1 vgg16/block1_conv1/Sigmoid/ReadVariableOp/resource" -> "2 vgg16/block1_conv1/Sigmoid/ReadVariableOp"; +"2 vgg16/block1_conv1/Sigmoid/ReadVariableOp" -> "3 vgg16/block1_conv1/Sigmoid"; +"3 vgg16/block1_conv1/Sigmoid" -> "4 vgg16/block1_conv1/Round"; +"4 vgg16/block1_conv1/Round" -> "7 vgg16/block1_conv1/mul"; +"5 vgg16/block1_conv1/ReadVariableOp/resource" -> "6 vgg16/block1_conv1/ReadVariableOp"; +"6 vgg16/block1_conv1/ReadVariableOp" -> "7 vgg16/block1_conv1/mul"; +"7 vgg16/block1_conv1/mul" -> "8 vgg16/block1_conv1/Conv2D"; +"8 vgg16/block1_conv1/Conv2D" -> "11 vgg16/block1_conv1/BiasAdd"; +"9 vgg16/block1_conv1/BiasAdd/ReadVariableOp/resource" -> "10 vgg16/block1_conv1/BiasAdd/ReadVariableOp"; +"10 vgg16/block1_conv1/BiasAdd/ReadVariableOp" -> "11 vgg16/block1_conv1/BiasAdd"; +"11 vgg16/block1_conv1/BiasAdd" -> "12 vgg16/block1_conv1/Relu"; +"12 vgg16/block1_conv1/Relu" -> "20 vgg16/block1_conv2/Conv2D"; +"13 vgg16/block1_conv2/Sigmoid/ReadVariableOp/resource" -> "14 vgg16/block1_conv2/Sigmoid/ReadVariableOp"; +"14 vgg16/block1_conv2/Sigmoid/ReadVariableOp" -> "15 vgg16/block1_conv2/Sigmoid"; +"15 vgg16/block1_conv2/Sigmoid" -> "16 vgg16/block1_conv2/Round"; +"16 vgg16/block1_conv2/Round" -> "19 vgg16/block1_conv2/mul"; +"17 vgg16/block1_conv2/ReadVariableOp/resource" -> "18 vgg16/block1_conv2/ReadVariableOp"; +"18 vgg16/block1_conv2/ReadVariableOp" -> "19 vgg16/block1_conv2/mul"; +"19 vgg16/block1_conv2/mul" -> "20 vgg16/block1_conv2/Conv2D"; +"20 vgg16/block1_conv2/Conv2D" -> "23 vgg16/block1_conv2/BiasAdd"; +"21 vgg16/block1_conv2/BiasAdd/ReadVariableOp/resource" -> "22 vgg16/block1_conv2/BiasAdd/ReadVariableOp"; +"22 vgg16/block1_conv2/BiasAdd/ReadVariableOp" -> "23 vgg16/block1_conv2/BiasAdd"; +"23 vgg16/block1_conv2/BiasAdd" -> "24 vgg16/block1_conv2/Relu"; +"24 vgg16/block1_conv2/Relu" -> "25 vgg16/block1_pool/MaxPool"; +"25 vgg16/block1_pool/MaxPool" -> "33 vgg16/block2_conv1/Conv2D"; +"26 vgg16/block2_conv1/Sigmoid/ReadVariableOp/resource" -> "27 vgg16/block2_conv1/Sigmoid/ReadVariableOp"; +"27 vgg16/block2_conv1/Sigmoid/ReadVariableOp" -> "28 vgg16/block2_conv1/Sigmoid"; +"28 vgg16/block2_conv1/Sigmoid" -> "29 vgg16/block2_conv1/Round"; +"29 vgg16/block2_conv1/Round" -> "32 vgg16/block2_conv1/mul"; +"30 vgg16/block2_conv1/ReadVariableOp/resource" -> "31 vgg16/block2_conv1/ReadVariableOp"; +"31 vgg16/block2_conv1/ReadVariableOp" -> "32 vgg16/block2_conv1/mul"; +"32 vgg16/block2_conv1/mul" -> "33 vgg16/block2_conv1/Conv2D"; +"33 vgg16/block2_conv1/Conv2D" -> "36 vgg16/block2_conv1/BiasAdd"; +"34 vgg16/block2_conv1/BiasAdd/ReadVariableOp/resource" -> "35 vgg16/block2_conv1/BiasAdd/ReadVariableOp"; +"35 vgg16/block2_conv1/BiasAdd/ReadVariableOp" -> "36 vgg16/block2_conv1/BiasAdd"; +"36 vgg16/block2_conv1/BiasAdd" -> "37 vgg16/block2_conv1/Relu"; +"37 vgg16/block2_conv1/Relu" -> "45 vgg16/block2_conv2/Conv2D"; +"38 vgg16/block2_conv2/Sigmoid/ReadVariableOp/resource" -> "39 vgg16/block2_conv2/Sigmoid/ReadVariableOp"; +"39 vgg16/block2_conv2/Sigmoid/ReadVariableOp" -> "40 vgg16/block2_conv2/Sigmoid"; +"40 vgg16/block2_conv2/Sigmoid" -> "41 vgg16/block2_conv2/Round"; +"41 vgg16/block2_conv2/Round" -> "44 vgg16/block2_conv2/mul"; +"42 vgg16/block2_conv2/ReadVariableOp/resource" -> "43 vgg16/block2_conv2/ReadVariableOp"; +"43 vgg16/block2_conv2/ReadVariableOp" -> "44 vgg16/block2_conv2/mul"; +"44 vgg16/block2_conv2/mul" -> "45 vgg16/block2_conv2/Conv2D"; +"45 vgg16/block2_conv2/Conv2D" -> "48 vgg16/block2_conv2/BiasAdd"; +"46 vgg16/block2_conv2/BiasAdd/ReadVariableOp/resource" -> "47 vgg16/block2_conv2/BiasAdd/ReadVariableOp"; +"47 vgg16/block2_conv2/BiasAdd/ReadVariableOp" -> "48 vgg16/block2_conv2/BiasAdd"; +"48 vgg16/block2_conv2/BiasAdd" -> "49 vgg16/block2_conv2/Relu"; +"49 vgg16/block2_conv2/Relu" -> "50 vgg16/block2_pool/MaxPool"; +"50 vgg16/block2_pool/MaxPool" -> "58 vgg16/block3_conv1/Conv2D"; +"51 vgg16/block3_conv1/Sigmoid/ReadVariableOp/resource" -> "52 vgg16/block3_conv1/Sigmoid/ReadVariableOp"; +"52 vgg16/block3_conv1/Sigmoid/ReadVariableOp" -> "53 vgg16/block3_conv1/Sigmoid"; +"53 vgg16/block3_conv1/Sigmoid" -> "54 vgg16/block3_conv1/Round"; +"54 vgg16/block3_conv1/Round" -> "57 vgg16/block3_conv1/mul"; +"55 vgg16/block3_conv1/ReadVariableOp/resource" -> "56 vgg16/block3_conv1/ReadVariableOp"; +"56 vgg16/block3_conv1/ReadVariableOp" -> "57 vgg16/block3_conv1/mul"; +"57 vgg16/block3_conv1/mul" -> "58 vgg16/block3_conv1/Conv2D"; +"58 vgg16/block3_conv1/Conv2D" -> "61 vgg16/block3_conv1/BiasAdd"; +"59 vgg16/block3_conv1/BiasAdd/ReadVariableOp/resource" -> "60 vgg16/block3_conv1/BiasAdd/ReadVariableOp"; +"60 vgg16/block3_conv1/BiasAdd/ReadVariableOp" -> "61 vgg16/block3_conv1/BiasAdd"; +"61 vgg16/block3_conv1/BiasAdd" -> "62 vgg16/block3_conv1/Relu"; +"62 vgg16/block3_conv1/Relu" -> "70 vgg16/block3_conv2/Conv2D"; +"63 vgg16/block3_conv2/Sigmoid/ReadVariableOp/resource" -> "64 vgg16/block3_conv2/Sigmoid/ReadVariableOp"; +"64 vgg16/block3_conv2/Sigmoid/ReadVariableOp" -> "65 vgg16/block3_conv2/Sigmoid"; +"65 vgg16/block3_conv2/Sigmoid" -> "66 vgg16/block3_conv2/Round"; +"66 vgg16/block3_conv2/Round" -> "69 vgg16/block3_conv2/mul"; +"67 vgg16/block3_conv2/ReadVariableOp/resource" -> "68 vgg16/block3_conv2/ReadVariableOp"; +"68 vgg16/block3_conv2/ReadVariableOp" -> "69 vgg16/block3_conv2/mul"; +"69 vgg16/block3_conv2/mul" -> "70 vgg16/block3_conv2/Conv2D"; +"70 vgg16/block3_conv2/Conv2D" -> "73 vgg16/block3_conv2/BiasAdd"; +"71 vgg16/block3_conv2/BiasAdd/ReadVariableOp/resource" -> "72 vgg16/block3_conv2/BiasAdd/ReadVariableOp"; +"72 vgg16/block3_conv2/BiasAdd/ReadVariableOp" -> "73 vgg16/block3_conv2/BiasAdd"; +"73 vgg16/block3_conv2/BiasAdd" -> "74 vgg16/block3_conv2/Relu"; +"74 vgg16/block3_conv2/Relu" -> "82 vgg16/block3_conv3/Conv2D"; +"75 vgg16/block3_conv3/Sigmoid/ReadVariableOp/resource" -> "76 vgg16/block3_conv3/Sigmoid/ReadVariableOp"; +"76 vgg16/block3_conv3/Sigmoid/ReadVariableOp" -> "77 vgg16/block3_conv3/Sigmoid"; +"77 vgg16/block3_conv3/Sigmoid" -> "78 vgg16/block3_conv3/Round"; +"78 vgg16/block3_conv3/Round" -> "81 vgg16/block3_conv3/mul"; +"79 vgg16/block3_conv3/ReadVariableOp/resource" -> "80 vgg16/block3_conv3/ReadVariableOp"; +"80 vgg16/block3_conv3/ReadVariableOp" -> "81 vgg16/block3_conv3/mul"; +"81 vgg16/block3_conv3/mul" -> "82 vgg16/block3_conv3/Conv2D"; +"82 vgg16/block3_conv3/Conv2D" -> "85 vgg16/block3_conv3/BiasAdd"; +"83 vgg16/block3_conv3/BiasAdd/ReadVariableOp/resource" -> "84 vgg16/block3_conv3/BiasAdd/ReadVariableOp"; +"84 vgg16/block3_conv3/BiasAdd/ReadVariableOp" -> "85 vgg16/block3_conv3/BiasAdd"; +"85 vgg16/block3_conv3/BiasAdd" -> "86 vgg16/block3_conv3/Relu"; +"86 vgg16/block3_conv3/Relu" -> "87 vgg16/block3_pool/MaxPool"; +"87 vgg16/block3_pool/MaxPool" -> "95 vgg16/block4_conv1/Conv2D"; +"88 vgg16/block4_conv1/Sigmoid/ReadVariableOp/resource" -> "89 vgg16/block4_conv1/Sigmoid/ReadVariableOp"; +"89 vgg16/block4_conv1/Sigmoid/ReadVariableOp" -> "90 vgg16/block4_conv1/Sigmoid"; +"90 vgg16/block4_conv1/Sigmoid" -> "91 vgg16/block4_conv1/Round"; +"91 vgg16/block4_conv1/Round" -> "94 vgg16/block4_conv1/mul"; +"92 vgg16/block4_conv1/ReadVariableOp/resource" -> "93 vgg16/block4_conv1/ReadVariableOp"; +"93 vgg16/block4_conv1/ReadVariableOp" -> "94 vgg16/block4_conv1/mul"; +"94 vgg16/block4_conv1/mul" -> "95 vgg16/block4_conv1/Conv2D"; +"95 vgg16/block4_conv1/Conv2D" -> "98 vgg16/block4_conv1/BiasAdd"; +"96 vgg16/block4_conv1/BiasAdd/ReadVariableOp/resource" -> "97 vgg16/block4_conv1/BiasAdd/ReadVariableOp"; +"97 vgg16/block4_conv1/BiasAdd/ReadVariableOp" -> "98 vgg16/block4_conv1/BiasAdd"; +"98 vgg16/block4_conv1/BiasAdd" -> "99 vgg16/block4_conv1/Relu"; +"99 vgg16/block4_conv1/Relu" -> "107 vgg16/block4_conv2/Conv2D"; +"100 vgg16/block4_conv2/Sigmoid/ReadVariableOp/resource" -> "101 vgg16/block4_conv2/Sigmoid/ReadVariableOp"; +"101 vgg16/block4_conv2/Sigmoid/ReadVariableOp" -> "102 vgg16/block4_conv2/Sigmoid"; +"102 vgg16/block4_conv2/Sigmoid" -> "103 vgg16/block4_conv2/Round"; +"103 vgg16/block4_conv2/Round" -> "106 vgg16/block4_conv2/mul"; +"104 vgg16/block4_conv2/ReadVariableOp/resource" -> "105 vgg16/block4_conv2/ReadVariableOp"; +"105 vgg16/block4_conv2/ReadVariableOp" -> "106 vgg16/block4_conv2/mul"; +"106 vgg16/block4_conv2/mul" -> "107 vgg16/block4_conv2/Conv2D"; +"107 vgg16/block4_conv2/Conv2D" -> "110 vgg16/block4_conv2/BiasAdd"; +"108 vgg16/block4_conv2/BiasAdd/ReadVariableOp/resource" -> "109 vgg16/block4_conv2/BiasAdd/ReadVariableOp"; +"109 vgg16/block4_conv2/BiasAdd/ReadVariableOp" -> "110 vgg16/block4_conv2/BiasAdd"; +"110 vgg16/block4_conv2/BiasAdd" -> "111 vgg16/block4_conv2/Relu"; +"111 vgg16/block4_conv2/Relu" -> "119 vgg16/block4_conv3/Conv2D"; +"112 vgg16/block4_conv3/Sigmoid/ReadVariableOp/resource" -> "113 vgg16/block4_conv3/Sigmoid/ReadVariableOp"; +"113 vgg16/block4_conv3/Sigmoid/ReadVariableOp" -> "114 vgg16/block4_conv3/Sigmoid"; +"114 vgg16/block4_conv3/Sigmoid" -> "115 vgg16/block4_conv3/Round"; +"115 vgg16/block4_conv3/Round" -> "118 vgg16/block4_conv3/mul"; +"116 vgg16/block4_conv3/ReadVariableOp/resource" -> "117 vgg16/block4_conv3/ReadVariableOp"; +"117 vgg16/block4_conv3/ReadVariableOp" -> "118 vgg16/block4_conv3/mul"; +"118 vgg16/block4_conv3/mul" -> "119 vgg16/block4_conv3/Conv2D"; +"119 vgg16/block4_conv3/Conv2D" -> "122 vgg16/block4_conv3/BiasAdd"; +"120 vgg16/block4_conv3/BiasAdd/ReadVariableOp/resource" -> "121 vgg16/block4_conv3/BiasAdd/ReadVariableOp"; +"121 vgg16/block4_conv3/BiasAdd/ReadVariableOp" -> "122 vgg16/block4_conv3/BiasAdd"; +"122 vgg16/block4_conv3/BiasAdd" -> "123 vgg16/block4_conv3/Relu"; +"123 vgg16/block4_conv3/Relu" -> "124 vgg16/block4_pool/MaxPool"; +"124 vgg16/block4_pool/MaxPool" -> "132 vgg16/block5_conv1/Conv2D"; +"125 vgg16/block5_conv1/Sigmoid/ReadVariableOp/resource" -> "126 vgg16/block5_conv1/Sigmoid/ReadVariableOp"; +"126 vgg16/block5_conv1/Sigmoid/ReadVariableOp" -> "127 vgg16/block5_conv1/Sigmoid"; +"127 vgg16/block5_conv1/Sigmoid" -> "128 vgg16/block5_conv1/Round"; +"128 vgg16/block5_conv1/Round" -> "131 vgg16/block5_conv1/mul"; +"129 vgg16/block5_conv1/ReadVariableOp/resource" -> "130 vgg16/block5_conv1/ReadVariableOp"; +"130 vgg16/block5_conv1/ReadVariableOp" -> "131 vgg16/block5_conv1/mul"; +"131 vgg16/block5_conv1/mul" -> "132 vgg16/block5_conv1/Conv2D"; +"132 vgg16/block5_conv1/Conv2D" -> "135 vgg16/block5_conv1/BiasAdd"; +"133 vgg16/block5_conv1/BiasAdd/ReadVariableOp/resource" -> "134 vgg16/block5_conv1/BiasAdd/ReadVariableOp"; +"134 vgg16/block5_conv1/BiasAdd/ReadVariableOp" -> "135 vgg16/block5_conv1/BiasAdd"; +"135 vgg16/block5_conv1/BiasAdd" -> "136 vgg16/block5_conv1/Relu"; +"136 vgg16/block5_conv1/Relu" -> "144 vgg16/block5_conv2/Conv2D"; +"137 vgg16/block5_conv2/Sigmoid/ReadVariableOp/resource" -> "138 vgg16/block5_conv2/Sigmoid/ReadVariableOp"; +"138 vgg16/block5_conv2/Sigmoid/ReadVariableOp" -> "139 vgg16/block5_conv2/Sigmoid"; +"139 vgg16/block5_conv2/Sigmoid" -> "140 vgg16/block5_conv2/Round"; +"140 vgg16/block5_conv2/Round" -> "143 vgg16/block5_conv2/mul"; +"141 vgg16/block5_conv2/ReadVariableOp/resource" -> "142 vgg16/block5_conv2/ReadVariableOp"; +"142 vgg16/block5_conv2/ReadVariableOp" -> "143 vgg16/block5_conv2/mul"; +"143 vgg16/block5_conv2/mul" -> "144 vgg16/block5_conv2/Conv2D"; +"144 vgg16/block5_conv2/Conv2D" -> "147 vgg16/block5_conv2/BiasAdd"; +"145 vgg16/block5_conv2/BiasAdd/ReadVariableOp/resource" -> "146 vgg16/block5_conv2/BiasAdd/ReadVariableOp"; +"146 vgg16/block5_conv2/BiasAdd/ReadVariableOp" -> "147 vgg16/block5_conv2/BiasAdd"; +"147 vgg16/block5_conv2/BiasAdd" -> "148 vgg16/block5_conv2/Relu"; +"148 vgg16/block5_conv2/Relu" -> "156 vgg16/block5_conv3/Conv2D"; +"149 vgg16/block5_conv3/Sigmoid/ReadVariableOp/resource" -> "150 vgg16/block5_conv3/Sigmoid/ReadVariableOp"; +"150 vgg16/block5_conv3/Sigmoid/ReadVariableOp" -> "151 vgg16/block5_conv3/Sigmoid"; +"151 vgg16/block5_conv3/Sigmoid" -> "152 vgg16/block5_conv3/Round"; +"152 vgg16/block5_conv3/Round" -> "155 vgg16/block5_conv3/mul"; +"153 vgg16/block5_conv3/ReadVariableOp/resource" -> "154 vgg16/block5_conv3/ReadVariableOp"; +"154 vgg16/block5_conv3/ReadVariableOp" -> "155 vgg16/block5_conv3/mul"; +"155 vgg16/block5_conv3/mul" -> "156 vgg16/block5_conv3/Conv2D"; +"156 vgg16/block5_conv3/Conv2D" -> "159 vgg16/block5_conv3/BiasAdd"; +"157 vgg16/block5_conv3/BiasAdd/ReadVariableOp/resource" -> "158 vgg16/block5_conv3/BiasAdd/ReadVariableOp"; +"158 vgg16/block5_conv3/BiasAdd/ReadVariableOp" -> "159 vgg16/block5_conv3/BiasAdd"; +"159 vgg16/block5_conv3/BiasAdd" -> "160 vgg16/block5_conv3/Relu"; +"160 vgg16/block5_conv3/Relu" -> "161 vgg16/block5_pool/MaxPool"; +"161 vgg16/block5_pool/MaxPool" -> "163 vgg16/flatten/Reshape"; +"162 vgg16/flatten/Const" -> "163 vgg16/flatten/Reshape"; +"163 vgg16/flatten/Reshape" -> "171 vgg16/fc1/MatMul"; +"164 vgg16/fc1/Sigmoid/ReadVariableOp/resource" -> "165 vgg16/fc1/Sigmoid/ReadVariableOp"; +"165 vgg16/fc1/Sigmoid/ReadVariableOp" -> "166 vgg16/fc1/Sigmoid"; +"166 vgg16/fc1/Sigmoid" -> "167 vgg16/fc1/Round"; +"167 vgg16/fc1/Round" -> "170 vgg16/fc1/mul"; +"168 vgg16/fc1/ReadVariableOp/resource" -> "169 vgg16/fc1/ReadVariableOp"; +"169 vgg16/fc1/ReadVariableOp" -> "170 vgg16/fc1/mul"; +"170 vgg16/fc1/mul" -> "171 vgg16/fc1/MatMul"; +"171 vgg16/fc1/MatMul" -> "174 vgg16/fc1/BiasAdd"; +"172 vgg16/fc1/BiasAdd/ReadVariableOp/resource" -> "173 vgg16/fc1/BiasAdd/ReadVariableOp"; +"173 vgg16/fc1/BiasAdd/ReadVariableOp" -> "174 vgg16/fc1/BiasAdd"; +"174 vgg16/fc1/BiasAdd" -> "175 vgg16/fc1/Relu"; +"175 vgg16/fc1/Relu" -> "183 vgg16/fc2/MatMul"; +"176 vgg16/fc2/Sigmoid/ReadVariableOp/resource" -> "177 vgg16/fc2/Sigmoid/ReadVariableOp"; +"177 vgg16/fc2/Sigmoid/ReadVariableOp" -> "178 vgg16/fc2/Sigmoid"; +"178 vgg16/fc2/Sigmoid" -> "179 vgg16/fc2/Round"; +"179 vgg16/fc2/Round" -> "182 vgg16/fc2/mul"; +"180 vgg16/fc2/ReadVariableOp/resource" -> "181 vgg16/fc2/ReadVariableOp"; +"181 vgg16/fc2/ReadVariableOp" -> "182 vgg16/fc2/mul"; +"182 vgg16/fc2/mul" -> "183 vgg16/fc2/MatMul"; +"183 vgg16/fc2/MatMul" -> "186 vgg16/fc2/BiasAdd"; +"184 vgg16/fc2/BiasAdd/ReadVariableOp/resource" -> "185 vgg16/fc2/BiasAdd/ReadVariableOp"; +"185 vgg16/fc2/BiasAdd/ReadVariableOp" -> "186 vgg16/fc2/BiasAdd"; +"186 vgg16/fc2/BiasAdd" -> "187 vgg16/fc2/Relu"; +"187 vgg16/fc2/Relu" -> "195 vgg16/predictions/MatMul"; +"188 vgg16/predictions/Sigmoid/ReadVariableOp/resource" -> "189 vgg16/predictions/Sigmoid/ReadVariableOp"; +"189 vgg16/predictions/Sigmoid/ReadVariableOp" -> "190 vgg16/predictions/Sigmoid"; +"190 vgg16/predictions/Sigmoid" -> "191 vgg16/predictions/Round"; +"191 vgg16/predictions/Round" -> "194 vgg16/predictions/mul"; +"192 vgg16/predictions/ReadVariableOp/resource" -> "193 vgg16/predictions/ReadVariableOp"; +"193 vgg16/predictions/ReadVariableOp" -> "194 vgg16/predictions/mul"; +"194 vgg16/predictions/mul" -> "195 vgg16/predictions/MatMul"; +"195 vgg16/predictions/MatMul" -> "198 vgg16/predictions/BiasAdd"; +"196 vgg16/predictions/BiasAdd/ReadVariableOp/resource" -> "197 vgg16/predictions/BiasAdd/ReadVariableOp"; +"197 vgg16/predictions/BiasAdd/ReadVariableOp" -> "198 vgg16/predictions/BiasAdd"; +"198 vgg16/predictions/BiasAdd" -> "199 vgg16/predictions/Softmax"; +"199 vgg16/predictions/Softmax" -> "200 Identity"; +} diff --git a/tests/tensorflow/data/reference_graphs/2.11/sparsity/rb_sparsity/xception.dot b/tests/tensorflow/data/reference_graphs/2.11/sparsity/rb_sparsity/xception.dot deleted file mode 120000 index d3f2c666574..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.11/sparsity/rb_sparsity/xception.dot +++ /dev/null @@ -1 +0,0 @@ -../../../2.8/sparsity/rb_sparsity/xception.dot \ No newline at end of file diff --git a/tests/tensorflow/data/reference_graphs/2.11/sparsity/rb_sparsity/xception.dot b/tests/tensorflow/data/reference_graphs/2.11/sparsity/rb_sparsity/xception.dot new file mode 100644 index 00000000000..221f4571671 --- /dev/null +++ b/tests/tensorflow/data/reference_graphs/2.11/sparsity/rb_sparsity/xception.dot @@ -0,0 +1,2119 @@ +strict digraph { +"0 args_0" [id=0, op=Placeholder]; +"1 xception/block1_conv1/Sigmoid/ReadVariableOp/resource" [id=1, op=Placeholder]; +"2 xception/block1_conv1/Sigmoid/ReadVariableOp" [id=2, op=ReadVariableOp]; +"3 xception/block1_conv1/Sigmoid" [id=3, op=Sigmoid]; +"4 xception/block1_conv1/Round" [id=4, op=Round]; +"5 xception/block1_conv1/ReadVariableOp/resource" [id=5, op=Placeholder]; +"6 xception/block1_conv1/ReadVariableOp" [id=6, op=ReadVariableOp]; +"7 xception/block1_conv1/mul" [id=7, op=Mul]; +"8 xception/block1_conv1/Conv2D" [id=8, op=Conv2D]; +"9 xception/block1_conv1_bn/ReadVariableOp/resource" [id=9, op=Placeholder]; +"10 xception/block1_conv1_bn/ReadVariableOp" [id=10, op=ReadVariableOp]; +"11 xception/block1_conv1_bn/ReadVariableOp_1/resource" [id=11, op=Placeholder]; +"12 xception/block1_conv1_bn/ReadVariableOp_1" [id=12, op=ReadVariableOp]; +"13 xception/block1_conv1_bn/FusedBatchNormV3/ReadVariableOp/resource" [id=13, op=Placeholder]; +"14 xception/block1_conv1_bn/FusedBatchNormV3/ReadVariableOp" [id=14, op=ReadVariableOp]; +"15 xception/block1_conv1_bn/FusedBatchNormV3/ReadVariableOp_1/resource" [id=15, op=Placeholder]; +"16 xception/block1_conv1_bn/FusedBatchNormV3/ReadVariableOp_1" [id=16, op=ReadVariableOp]; +"17 xception/block1_conv1_bn/FusedBatchNormV3" [id=17, op=FusedBatchNormV3]; +"18 xception/block1_conv1_act/Relu" [id=18, op=Relu]; +"19 xception/block1_conv2/Sigmoid/ReadVariableOp/resource" [id=19, op=Placeholder]; +"20 xception/block1_conv2/Sigmoid/ReadVariableOp" [id=20, op=ReadVariableOp]; +"21 xception/block1_conv2/Sigmoid" [id=21, op=Sigmoid]; +"22 xception/block1_conv2/Round" [id=22, op=Round]; +"23 xception/block1_conv2/ReadVariableOp/resource" [id=23, op=Placeholder]; +"24 xception/block1_conv2/ReadVariableOp" [id=24, op=ReadVariableOp]; +"25 xception/block1_conv2/mul" [id=25, op=Mul]; +"26 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xception/block14_sepconv2_bn/FusedBatchNormV3/ReadVariableOp_1/resource" [id=1068, op=Placeholder]; +"1069 xception/block14_sepconv2_bn/FusedBatchNormV3/ReadVariableOp_1" [id=1069, op=ReadVariableOp]; +"1070 xception/block14_sepconv2_bn/FusedBatchNormV3" [id=1070, op=FusedBatchNormV3]; +"1071 xception/block14_sepconv2_act/Relu" [id=1071, op=Relu]; +"1072 xception/avg_pool/Mean/reduction_indices" [id=1072, op=Const]; +"1073 xception/avg_pool/Mean" [id=1073, op=Mean]; +"1074 xception/predictions/Sigmoid/ReadVariableOp/resource" [id=1074, op=Placeholder]; +"1075 xception/predictions/Sigmoid/ReadVariableOp" [id=1075, op=ReadVariableOp]; +"1076 xception/predictions/Sigmoid" [id=1076, op=Sigmoid]; +"1077 xception/predictions/Round" [id=1077, op=Round]; +"1078 xception/predictions/ReadVariableOp/resource" [id=1078, op=Placeholder]; +"1079 xception/predictions/ReadVariableOp" [id=1079, op=ReadVariableOp]; +"1080 xception/predictions/mul" [id=1080, op=Mul]; +"1081 xception/predictions/MatMul" [id=1081, op=MatMul]; +"1082 xception/predictions/BiasAdd/ReadVariableOp/resource" [id=1082, op=Placeholder]; +"1083 xception/predictions/BiasAdd/ReadVariableOp" [id=1083, op=ReadVariableOp]; +"1084 xception/predictions/BiasAdd" [id=1084, op=BiasAdd]; +"1085 xception/predictions/Softmax" [id=1085, op=Softmax]; +"1086 Identity" [id=1086, op=Identity]; +"0 args_0" -> "8 xception/block1_conv1/Conv2D"; +"1 xception/block1_conv1/Sigmoid/ReadVariableOp/resource" -> "2 xception/block1_conv1/Sigmoid/ReadVariableOp"; +"2 xception/block1_conv1/Sigmoid/ReadVariableOp" -> "3 xception/block1_conv1/Sigmoid"; +"3 xception/block1_conv1/Sigmoid" -> "4 xception/block1_conv1/Round"; +"4 xception/block1_conv1/Round" -> "7 xception/block1_conv1/mul"; +"5 xception/block1_conv1/ReadVariableOp/resource" -> "6 xception/block1_conv1/ReadVariableOp"; +"6 xception/block1_conv1/ReadVariableOp" -> "7 xception/block1_conv1/mul"; +"7 xception/block1_conv1/mul" -> "8 xception/block1_conv1/Conv2D"; +"8 xception/block1_conv1/Conv2D" -> "17 xception/block1_conv1_bn/FusedBatchNormV3"; +"9 xception/block1_conv1_bn/ReadVariableOp/resource" -> "10 xception/block1_conv1_bn/ReadVariableOp"; +"10 xception/block1_conv1_bn/ReadVariableOp" -> "17 xception/block1_conv1_bn/FusedBatchNormV3"; +"11 xception/block1_conv1_bn/ReadVariableOp_1/resource" -> "12 xception/block1_conv1_bn/ReadVariableOp_1"; +"12 xception/block1_conv1_bn/ReadVariableOp_1" -> "17 xception/block1_conv1_bn/FusedBatchNormV3"; +"13 xception/block1_conv1_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "14 xception/block1_conv1_bn/FusedBatchNormV3/ReadVariableOp"; +"14 xception/block1_conv1_bn/FusedBatchNormV3/ReadVariableOp" -> "17 xception/block1_conv1_bn/FusedBatchNormV3"; +"15 xception/block1_conv1_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "16 xception/block1_conv1_bn/FusedBatchNormV3/ReadVariableOp_1"; +"16 xception/block1_conv1_bn/FusedBatchNormV3/ReadVariableOp_1" -> "17 xception/block1_conv1_bn/FusedBatchNormV3"; +"17 xception/block1_conv1_bn/FusedBatchNormV3" -> "18 xception/block1_conv1_act/Relu"; +"18 xception/block1_conv1_act/Relu" -> "26 xception/block1_conv2/Conv2D"; +"19 xception/block1_conv2/Sigmoid/ReadVariableOp/resource" -> "20 xception/block1_conv2/Sigmoid/ReadVariableOp"; +"20 xception/block1_conv2/Sigmoid/ReadVariableOp" -> "21 xception/block1_conv2/Sigmoid"; +"21 xception/block1_conv2/Sigmoid" -> "22 xception/block1_conv2/Round"; +"22 xception/block1_conv2/Round" -> "25 xception/block1_conv2/mul"; +"23 xception/block1_conv2/ReadVariableOp/resource" -> "24 xception/block1_conv2/ReadVariableOp"; +"24 xception/block1_conv2/ReadVariableOp" -> "25 xception/block1_conv2/mul"; +"25 xception/block1_conv2/mul" -> "26 xception/block1_conv2/Conv2D"; +"26 xception/block1_conv2/Conv2D" -> "35 xception/block1_conv2_bn/FusedBatchNormV3"; +"27 xception/block1_conv2_bn/ReadVariableOp/resource" -> "28 xception/block1_conv2_bn/ReadVariableOp"; +"28 xception/block1_conv2_bn/ReadVariableOp" -> "35 xception/block1_conv2_bn/FusedBatchNormV3"; +"29 xception/block1_conv2_bn/ReadVariableOp_1/resource" -> "30 xception/block1_conv2_bn/ReadVariableOp_1"; +"30 xception/block1_conv2_bn/ReadVariableOp_1" -> "35 xception/block1_conv2_bn/FusedBatchNormV3"; +"31 xception/block1_conv2_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "32 xception/block1_conv2_bn/FusedBatchNormV3/ReadVariableOp"; +"32 xception/block1_conv2_bn/FusedBatchNormV3/ReadVariableOp" -> "35 xception/block1_conv2_bn/FusedBatchNormV3"; +"33 xception/block1_conv2_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "34 xception/block1_conv2_bn/FusedBatchNormV3/ReadVariableOp_1"; +"34 xception/block1_conv2_bn/FusedBatchNormV3/ReadVariableOp_1" -> "35 xception/block1_conv2_bn/FusedBatchNormV3"; +"35 xception/block1_conv2_bn/FusedBatchNormV3" -> "36 xception/block1_conv2_act/Relu"; +"36 xception/block1_conv2_act/Relu" -> "53 xception/block2_sepconv1/separable_conv2d/depthwise"; +"36 xception/block1_conv2_act/Relu" -> "90 xception/conv2d/Conv2D"; +"37 xception/block2_sepconv1/Sigmoid/ReadVariableOp/resource" -> "38 xception/block2_sepconv1/Sigmoid/ReadVariableOp"; +"38 xception/block2_sepconv1/Sigmoid/ReadVariableOp" -> "39 xception/block2_sepconv1/Sigmoid"; +"39 xception/block2_sepconv1/Sigmoid" -> "40 xception/block2_sepconv1/Round"; +"40 xception/block2_sepconv1/Round" -> "43 xception/block2_sepconv1/mul"; +"41 xception/block2_sepconv1/ReadVariableOp/resource" -> "42 xception/block2_sepconv1/ReadVariableOp"; +"42 xception/block2_sepconv1/ReadVariableOp" -> "43 xception/block2_sepconv1/mul"; +"43 xception/block2_sepconv1/mul" -> "53 xception/block2_sepconv1/separable_conv2d/depthwise"; +"44 xception/block2_sepconv1/Sigmoid_1/ReadVariableOp/resource" -> "45 xception/block2_sepconv1/Sigmoid_1/ReadVariableOp"; +"45 xception/block2_sepconv1/Sigmoid_1/ReadVariableOp" -> "46 xception/block2_sepconv1/Sigmoid_1"; +"46 xception/block2_sepconv1/Sigmoid_1" -> "47 xception/block2_sepconv1/Round_1"; +"47 xception/block2_sepconv1/Round_1" -> "50 xception/block2_sepconv1/mul_1"; +"48 xception/block2_sepconv1/ReadVariableOp_1/resource" -> "49 xception/block2_sepconv1/ReadVariableOp_1"; +"49 xception/block2_sepconv1/ReadVariableOp_1" -> "50 xception/block2_sepconv1/mul_1"; +"50 xception/block2_sepconv1/mul_1" -> "54 xception/block2_sepconv1/separable_conv2d"; +"53 xception/block2_sepconv1/separable_conv2d/depthwise" -> "54 xception/block2_sepconv1/separable_conv2d"; +"54 xception/block2_sepconv1/separable_conv2d" -> "63 xception/block2_sepconv1_bn/FusedBatchNormV3"; +"55 xception/block2_sepconv1_bn/ReadVariableOp/resource" -> "56 xception/block2_sepconv1_bn/ReadVariableOp"; +"56 xception/block2_sepconv1_bn/ReadVariableOp" -> "63 xception/block2_sepconv1_bn/FusedBatchNormV3"; +"57 xception/block2_sepconv1_bn/ReadVariableOp_1/resource" -> "58 xception/block2_sepconv1_bn/ReadVariableOp_1"; +"58 xception/block2_sepconv1_bn/ReadVariableOp_1" -> "63 xception/block2_sepconv1_bn/FusedBatchNormV3"; 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xception/block2_sepconv2/Round"; +"68 xception/block2_sepconv2/Round" -> "71 xception/block2_sepconv2/mul"; +"69 xception/block2_sepconv2/ReadVariableOp/resource" -> "70 xception/block2_sepconv2/ReadVariableOp"; +"70 xception/block2_sepconv2/ReadVariableOp" -> "71 xception/block2_sepconv2/mul"; +"71 xception/block2_sepconv2/mul" -> "81 xception/block2_sepconv2/separable_conv2d/depthwise"; +"72 xception/block2_sepconv2/Sigmoid_1/ReadVariableOp/resource" -> "73 xception/block2_sepconv2/Sigmoid_1/ReadVariableOp"; +"73 xception/block2_sepconv2/Sigmoid_1/ReadVariableOp" -> "74 xception/block2_sepconv2/Sigmoid_1"; +"74 xception/block2_sepconv2/Sigmoid_1" -> "75 xception/block2_sepconv2/Round_1"; +"75 xception/block2_sepconv2/Round_1" -> "78 xception/block2_sepconv2/mul_1"; +"76 xception/block2_sepconv2/ReadVariableOp_1/resource" -> "77 xception/block2_sepconv2/ReadVariableOp_1"; +"77 xception/block2_sepconv2/ReadVariableOp_1" -> "78 xception/block2_sepconv2/mul_1"; +"78 xception/block2_sepconv2/mul_1" -> "82 xception/block2_sepconv2/separable_conv2d"; +"81 xception/block2_sepconv2/separable_conv2d/depthwise" -> "82 xception/block2_sepconv2/separable_conv2d"; +"82 xception/block2_sepconv2/separable_conv2d" -> "99 xception/block2_sepconv2_bn/FusedBatchNormV3"; +"83 xception/conv2d/Sigmoid/ReadVariableOp/resource" -> "84 xception/conv2d/Sigmoid/ReadVariableOp"; +"84 xception/conv2d/Sigmoid/ReadVariableOp" -> "85 xception/conv2d/Sigmoid"; +"85 xception/conv2d/Sigmoid" -> "86 xception/conv2d/Round"; +"86 xception/conv2d/Round" -> "89 xception/conv2d/mul"; +"87 xception/conv2d/ReadVariableOp/resource" -> "88 xception/conv2d/ReadVariableOp"; +"88 xception/conv2d/ReadVariableOp" -> "89 xception/conv2d/mul"; +"89 xception/conv2d/mul" -> "90 xception/conv2d/Conv2D"; +"90 xception/conv2d/Conv2D" -> "109 xception/batch_normalization/FusedBatchNormV3"; +"91 xception/block2_sepconv2_bn/ReadVariableOp/resource" -> "92 xception/block2_sepconv2_bn/ReadVariableOp"; 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xception/add/add"; +"101 xception/batch_normalization/ReadVariableOp/resource" -> "102 xception/batch_normalization/ReadVariableOp"; +"102 xception/batch_normalization/ReadVariableOp" -> "109 xception/batch_normalization/FusedBatchNormV3"; +"103 xception/batch_normalization/ReadVariableOp_1/resource" -> "104 xception/batch_normalization/ReadVariableOp_1"; +"104 xception/batch_normalization/ReadVariableOp_1" -> "109 xception/batch_normalization/FusedBatchNormV3"; +"105 xception/batch_normalization/FusedBatchNormV3/ReadVariableOp/resource" -> "106 xception/batch_normalization/FusedBatchNormV3/ReadVariableOp"; +"106 xception/batch_normalization/FusedBatchNormV3/ReadVariableOp" -> "109 xception/batch_normalization/FusedBatchNormV3"; +"107 xception/batch_normalization/FusedBatchNormV3/ReadVariableOp_1/resource" -> "108 xception/batch_normalization/FusedBatchNormV3/ReadVariableOp_1"; +"108 xception/batch_normalization/FusedBatchNormV3/ReadVariableOp_1" -> "109 xception/batch_normalization/FusedBatchNormV3"; +"109 xception/batch_normalization/FusedBatchNormV3" -> "110 xception/add/add"; +"110 xception/add/add" -> "111 xception/block3_sepconv1_act/Relu"; +"110 xception/add/add" -> "165 xception/conv2d_1/Conv2D"; +"111 xception/block3_sepconv1_act/Relu" -> "128 xception/block3_sepconv1/separable_conv2d/depthwise"; +"112 xception/block3_sepconv1/Sigmoid/ReadVariableOp/resource" -> "113 xception/block3_sepconv1/Sigmoid/ReadVariableOp"; +"113 xception/block3_sepconv1/Sigmoid/ReadVariableOp" -> "114 xception/block3_sepconv1/Sigmoid"; +"114 xception/block3_sepconv1/Sigmoid" -> "115 xception/block3_sepconv1/Round"; +"115 xception/block3_sepconv1/Round" -> "118 xception/block3_sepconv1/mul"; +"116 xception/block3_sepconv1/ReadVariableOp/resource" -> "117 xception/block3_sepconv1/ReadVariableOp"; +"117 xception/block3_sepconv1/ReadVariableOp" -> "118 xception/block3_sepconv1/mul"; +"118 xception/block3_sepconv1/mul" -> "128 xception/block3_sepconv1/separable_conv2d/depthwise"; +"119 xception/block3_sepconv1/Sigmoid_1/ReadVariableOp/resource" -> "120 xception/block3_sepconv1/Sigmoid_1/ReadVariableOp"; +"120 xception/block3_sepconv1/Sigmoid_1/ReadVariableOp" -> "121 xception/block3_sepconv1/Sigmoid_1"; +"121 xception/block3_sepconv1/Sigmoid_1" -> "122 xception/block3_sepconv1/Round_1"; +"122 xception/block3_sepconv1/Round_1" -> "125 xception/block3_sepconv1/mul_1"; +"123 xception/block3_sepconv1/ReadVariableOp_1/resource" -> "124 xception/block3_sepconv1/ReadVariableOp_1"; +"124 xception/block3_sepconv1/ReadVariableOp_1" -> "125 xception/block3_sepconv1/mul_1"; +"125 xception/block3_sepconv1/mul_1" -> "129 xception/block3_sepconv1/separable_conv2d"; +"128 xception/block3_sepconv1/separable_conv2d/depthwise" -> "129 xception/block3_sepconv1/separable_conv2d"; +"129 xception/block3_sepconv1/separable_conv2d" -> "138 xception/block3_sepconv1_bn/FusedBatchNormV3"; +"130 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xception/block3_sepconv1_bn/FusedBatchNormV3" -> "139 xception/block3_sepconv2_act/Relu"; +"139 xception/block3_sepconv2_act/Relu" -> "156 xception/block3_sepconv2/separable_conv2d/depthwise"; +"140 xception/block3_sepconv2/Sigmoid/ReadVariableOp/resource" -> "141 xception/block3_sepconv2/Sigmoid/ReadVariableOp"; +"141 xception/block3_sepconv2/Sigmoid/ReadVariableOp" -> "142 xception/block3_sepconv2/Sigmoid"; +"142 xception/block3_sepconv2/Sigmoid" -> "143 xception/block3_sepconv2/Round"; +"143 xception/block3_sepconv2/Round" -> "146 xception/block3_sepconv2/mul"; +"144 xception/block3_sepconv2/ReadVariableOp/resource" -> "145 xception/block3_sepconv2/ReadVariableOp"; +"145 xception/block3_sepconv2/ReadVariableOp" -> "146 xception/block3_sepconv2/mul"; +"146 xception/block3_sepconv2/mul" -> "156 xception/block3_sepconv2/separable_conv2d/depthwise"; +"147 xception/block3_sepconv2/Sigmoid_1/ReadVariableOp/resource" -> "148 xception/block3_sepconv2/Sigmoid_1/ReadVariableOp"; +"148 xception/block3_sepconv2/Sigmoid_1/ReadVariableOp" -> "149 xception/block3_sepconv2/Sigmoid_1"; +"149 xception/block3_sepconv2/Sigmoid_1" -> "150 xception/block3_sepconv2/Round_1"; +"150 xception/block3_sepconv2/Round_1" -> "153 xception/block3_sepconv2/mul_1"; +"151 xception/block3_sepconv2/ReadVariableOp_1/resource" -> "152 xception/block3_sepconv2/ReadVariableOp_1"; +"152 xception/block3_sepconv2/ReadVariableOp_1" -> "153 xception/block3_sepconv2/mul_1"; +"153 xception/block3_sepconv2/mul_1" -> "157 xception/block3_sepconv2/separable_conv2d"; +"156 xception/block3_sepconv2/separable_conv2d/depthwise" -> "157 xception/block3_sepconv2/separable_conv2d"; +"157 xception/block3_sepconv2/separable_conv2d" -> "174 xception/block3_sepconv2_bn/FusedBatchNormV3"; +"158 xception/conv2d_1/Sigmoid/ReadVariableOp/resource" -> "159 xception/conv2d_1/Sigmoid/ReadVariableOp"; +"159 xception/conv2d_1/Sigmoid/ReadVariableOp" -> "160 xception/conv2d_1/Sigmoid"; +"160 xception/conv2d_1/Sigmoid" -> "161 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xception/block3_sepconv2_bn/FusedBatchNormV3/ReadVariableOp" -> "174 xception/block3_sepconv2_bn/FusedBatchNormV3"; +"172 xception/block3_sepconv2_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "173 xception/block3_sepconv2_bn/FusedBatchNormV3/ReadVariableOp_1"; +"173 xception/block3_sepconv2_bn/FusedBatchNormV3/ReadVariableOp_1" -> "174 xception/block3_sepconv2_bn/FusedBatchNormV3"; +"174 xception/block3_sepconv2_bn/FusedBatchNormV3" -> "175 xception/block3_pool/MaxPool"; +"175 xception/block3_pool/MaxPool" -> "185 xception/add_1/add"; +"176 xception/batch_normalization_1/ReadVariableOp/resource" -> "177 xception/batch_normalization_1/ReadVariableOp"; +"177 xception/batch_normalization_1/ReadVariableOp" -> "184 xception/batch_normalization_1/FusedBatchNormV3"; +"178 xception/batch_normalization_1/ReadVariableOp_1/resource" -> "179 xception/batch_normalization_1/ReadVariableOp_1"; +"179 xception/batch_normalization_1/ReadVariableOp_1" -> "184 xception/batch_normalization_1/FusedBatchNormV3"; +"180 xception/batch_normalization_1/FusedBatchNormV3/ReadVariableOp/resource" -> "181 xception/batch_normalization_1/FusedBatchNormV3/ReadVariableOp"; +"181 xception/batch_normalization_1/FusedBatchNormV3/ReadVariableOp" -> "184 xception/batch_normalization_1/FusedBatchNormV3"; +"182 xception/batch_normalization_1/FusedBatchNormV3/ReadVariableOp_1/resource" -> "183 xception/batch_normalization_1/FusedBatchNormV3/ReadVariableOp_1"; +"183 xception/batch_normalization_1/FusedBatchNormV3/ReadVariableOp_1" -> "184 xception/batch_normalization_1/FusedBatchNormV3"; +"184 xception/batch_normalization_1/FusedBatchNormV3" -> "185 xception/add_1/add"; +"185 xception/add_1/add" -> "186 xception/block4_sepconv1_act/Relu"; +"185 xception/add_1/add" -> "240 xception/conv2d_2/Conv2D"; +"186 xception/block4_sepconv1_act/Relu" -> "203 xception/block4_sepconv1/separable_conv2d/depthwise"; +"187 xception/block4_sepconv1/Sigmoid/ReadVariableOp/resource" -> 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xception/block4_sepconv2_bn/FusedBatchNormV3" -> "250 xception/block4_pool/MaxPool"; +"250 xception/block4_pool/MaxPool" -> "260 xception/add_2/add"; +"251 xception/batch_normalization_2/ReadVariableOp/resource" -> "252 xception/batch_normalization_2/ReadVariableOp"; +"252 xception/batch_normalization_2/ReadVariableOp" -> "259 xception/batch_normalization_2/FusedBatchNormV3"; +"253 xception/batch_normalization_2/ReadVariableOp_1/resource" -> "254 xception/batch_normalization_2/ReadVariableOp_1"; +"254 xception/batch_normalization_2/ReadVariableOp_1" -> "259 xception/batch_normalization_2/FusedBatchNormV3"; +"255 xception/batch_normalization_2/FusedBatchNormV3/ReadVariableOp/resource" -> "256 xception/batch_normalization_2/FusedBatchNormV3/ReadVariableOp"; +"256 xception/batch_normalization_2/FusedBatchNormV3/ReadVariableOp" -> "259 xception/batch_normalization_2/FusedBatchNormV3"; +"257 xception/batch_normalization_2/FusedBatchNormV3/ReadVariableOp_1/resource" -> "258 xception/batch_normalization_2/FusedBatchNormV3/ReadVariableOp_1"; +"258 xception/batch_normalization_2/FusedBatchNormV3/ReadVariableOp_1" -> "259 xception/batch_normalization_2/FusedBatchNormV3"; +"259 xception/batch_normalization_2/FusedBatchNormV3" -> "260 xception/add_2/add"; +"260 xception/add_2/add" -> "261 xception/block5_sepconv1_act/Relu"; +"260 xception/add_2/add" -> "345 xception/add_3/add"; +"261 xception/block5_sepconv1_act/Relu" -> "278 xception/block5_sepconv1/separable_conv2d/depthwise"; +"262 xception/block5_sepconv1/Sigmoid/ReadVariableOp/resource" -> "263 xception/block5_sepconv1/Sigmoid/ReadVariableOp"; +"263 xception/block5_sepconv1/Sigmoid/ReadVariableOp" -> "264 xception/block5_sepconv1/Sigmoid"; +"264 xception/block5_sepconv1/Sigmoid" -> "265 xception/block5_sepconv1/Round"; +"265 xception/block5_sepconv1/Round" -> "268 xception/block5_sepconv1/mul"; +"266 xception/block5_sepconv1/ReadVariableOp/resource" -> "267 xception/block5_sepconv1/ReadVariableOp"; +"267 xception/block5_sepconv1/ReadVariableOp" -> "268 xception/block5_sepconv1/mul"; +"268 xception/block5_sepconv1/mul" -> "278 xception/block5_sepconv1/separable_conv2d/depthwise"; +"269 xception/block5_sepconv1/Sigmoid_1/ReadVariableOp/resource" -> "270 xception/block5_sepconv1/Sigmoid_1/ReadVariableOp"; +"270 xception/block5_sepconv1/Sigmoid_1/ReadVariableOp" -> "271 xception/block5_sepconv1/Sigmoid_1"; +"271 xception/block5_sepconv1/Sigmoid_1" -> "272 xception/block5_sepconv1/Round_1"; +"272 xception/block5_sepconv1/Round_1" -> "275 xception/block5_sepconv1/mul_1"; +"273 xception/block5_sepconv1/ReadVariableOp_1/resource" -> "274 xception/block5_sepconv1/ReadVariableOp_1"; +"274 xception/block5_sepconv1/ReadVariableOp_1" -> "275 xception/block5_sepconv1/mul_1"; +"275 xception/block5_sepconv1/mul_1" -> "279 xception/block5_sepconv1/separable_conv2d"; +"278 xception/block5_sepconv1/separable_conv2d/depthwise" -> "279 xception/block5_sepconv1/separable_conv2d"; +"279 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xception/block5_sepconv2_bn/ReadVariableOp"; +"309 xception/block5_sepconv2_bn/ReadVariableOp" -> "316 xception/block5_sepconv2_bn/FusedBatchNormV3"; +"310 xception/block5_sepconv2_bn/ReadVariableOp_1/resource" -> "311 xception/block5_sepconv2_bn/ReadVariableOp_1"; +"311 xception/block5_sepconv2_bn/ReadVariableOp_1" -> "316 xception/block5_sepconv2_bn/FusedBatchNormV3"; +"312 xception/block5_sepconv2_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "313 xception/block5_sepconv2_bn/FusedBatchNormV3/ReadVariableOp"; +"313 xception/block5_sepconv2_bn/FusedBatchNormV3/ReadVariableOp" -> "316 xception/block5_sepconv2_bn/FusedBatchNormV3"; +"314 xception/block5_sepconv2_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "315 xception/block5_sepconv2_bn/FusedBatchNormV3/ReadVariableOp_1"; +"315 xception/block5_sepconv2_bn/FusedBatchNormV3/ReadVariableOp_1" -> "316 xception/block5_sepconv2_bn/FusedBatchNormV3"; +"316 xception/block5_sepconv2_bn/FusedBatchNormV3" -> "317 xception/block5_sepconv3_act/Relu"; +"317 xception/block5_sepconv3_act/Relu" -> "334 xception/block5_sepconv3/separable_conv2d/depthwise"; +"318 xception/block5_sepconv3/Sigmoid/ReadVariableOp/resource" -> "319 xception/block5_sepconv3/Sigmoid/ReadVariableOp"; +"319 xception/block5_sepconv3/Sigmoid/ReadVariableOp" -> "320 xception/block5_sepconv3/Sigmoid"; +"320 xception/block5_sepconv3/Sigmoid" -> "321 xception/block5_sepconv3/Round"; +"321 xception/block5_sepconv3/Round" -> "324 xception/block5_sepconv3/mul"; +"322 xception/block5_sepconv3/ReadVariableOp/resource" -> "323 xception/block5_sepconv3/ReadVariableOp"; +"323 xception/block5_sepconv3/ReadVariableOp" -> "324 xception/block5_sepconv3/mul"; +"324 xception/block5_sepconv3/mul" -> "334 xception/block5_sepconv3/separable_conv2d/depthwise"; +"325 xception/block5_sepconv3/Sigmoid_1/ReadVariableOp/resource" -> "326 xception/block5_sepconv3/Sigmoid_1/ReadVariableOp"; +"326 xception/block5_sepconv3/Sigmoid_1/ReadVariableOp" -> "327 xception/block5_sepconv3/Sigmoid_1"; +"327 xception/block5_sepconv3/Sigmoid_1" -> "328 xception/block5_sepconv3/Round_1"; +"328 xception/block5_sepconv3/Round_1" -> "331 xception/block5_sepconv3/mul_1"; +"329 xception/block5_sepconv3/ReadVariableOp_1/resource" -> "330 xception/block5_sepconv3/ReadVariableOp_1"; +"330 xception/block5_sepconv3/ReadVariableOp_1" -> "331 xception/block5_sepconv3/mul_1"; +"331 xception/block5_sepconv3/mul_1" -> "335 xception/block5_sepconv3/separable_conv2d"; +"334 xception/block5_sepconv3/separable_conv2d/depthwise" -> "335 xception/block5_sepconv3/separable_conv2d"; +"335 xception/block5_sepconv3/separable_conv2d" -> "344 xception/block5_sepconv3_bn/FusedBatchNormV3"; +"336 xception/block5_sepconv3_bn/ReadVariableOp/resource" -> "337 xception/block5_sepconv3_bn/ReadVariableOp"; +"337 xception/block5_sepconv3_bn/ReadVariableOp" -> "344 xception/block5_sepconv3_bn/FusedBatchNormV3"; +"338 xception/block5_sepconv3_bn/ReadVariableOp_1/resource" -> "339 xception/block5_sepconv3_bn/ReadVariableOp_1"; +"339 xception/block5_sepconv3_bn/ReadVariableOp_1" -> "344 xception/block5_sepconv3_bn/FusedBatchNormV3"; +"340 xception/block5_sepconv3_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "341 xception/block5_sepconv3_bn/FusedBatchNormV3/ReadVariableOp"; +"341 xception/block5_sepconv3_bn/FusedBatchNormV3/ReadVariableOp" -> "344 xception/block5_sepconv3_bn/FusedBatchNormV3"; +"342 xception/block5_sepconv3_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "343 xception/block5_sepconv3_bn/FusedBatchNormV3/ReadVariableOp_1"; +"343 xception/block5_sepconv3_bn/FusedBatchNormV3/ReadVariableOp_1" -> "344 xception/block5_sepconv3_bn/FusedBatchNormV3"; +"344 xception/block5_sepconv3_bn/FusedBatchNormV3" -> "345 xception/add_3/add"; +"345 xception/add_3/add" -> "346 xception/block6_sepconv1_act/Relu"; +"345 xception/add_3/add" -> "430 xception/add_4/add"; +"346 xception/block6_sepconv1_act/Relu" -> "363 xception/block6_sepconv1/separable_conv2d/depthwise"; +"347 xception/block6_sepconv1/Sigmoid/ReadVariableOp/resource" -> "348 xception/block6_sepconv1/Sigmoid/ReadVariableOp"; +"348 xception/block6_sepconv1/Sigmoid/ReadVariableOp" -> "349 xception/block6_sepconv1/Sigmoid"; +"349 xception/block6_sepconv1/Sigmoid" -> "350 xception/block6_sepconv1/Round"; +"350 xception/block6_sepconv1/Round" -> "353 xception/block6_sepconv1/mul"; +"351 xception/block6_sepconv1/ReadVariableOp/resource" -> "352 xception/block6_sepconv1/ReadVariableOp"; +"352 xception/block6_sepconv1/ReadVariableOp" -> "353 xception/block6_sepconv1/mul"; +"353 xception/block6_sepconv1/mul" -> "363 xception/block6_sepconv1/separable_conv2d/depthwise"; +"354 xception/block6_sepconv1/Sigmoid_1/ReadVariableOp/resource" -> "355 xception/block6_sepconv1/Sigmoid_1/ReadVariableOp"; +"355 xception/block6_sepconv1/Sigmoid_1/ReadVariableOp" -> "356 xception/block6_sepconv1/Sigmoid_1"; +"356 xception/block6_sepconv1/Sigmoid_1" -> "357 xception/block6_sepconv1/Round_1"; +"357 xception/block6_sepconv1/Round_1" -> "360 xception/block6_sepconv1/mul_1"; +"358 xception/block6_sepconv1/ReadVariableOp_1/resource" -> "359 xception/block6_sepconv1/ReadVariableOp_1"; +"359 xception/block6_sepconv1/ReadVariableOp_1" -> "360 xception/block6_sepconv1/mul_1"; +"360 xception/block6_sepconv1/mul_1" -> "364 xception/block6_sepconv1/separable_conv2d"; +"363 xception/block6_sepconv1/separable_conv2d/depthwise" -> "364 xception/block6_sepconv1/separable_conv2d"; +"364 xception/block6_sepconv1/separable_conv2d" -> "373 xception/block6_sepconv1_bn/FusedBatchNormV3"; +"365 xception/block6_sepconv1_bn/ReadVariableOp/resource" -> "366 xception/block6_sepconv1_bn/ReadVariableOp"; +"366 xception/block6_sepconv1_bn/ReadVariableOp" -> "373 xception/block6_sepconv1_bn/FusedBatchNormV3"; +"367 xception/block6_sepconv1_bn/ReadVariableOp_1/resource" -> "368 xception/block6_sepconv1_bn/ReadVariableOp_1"; +"368 xception/block6_sepconv1_bn/ReadVariableOp_1" -> "373 xception/block6_sepconv1_bn/FusedBatchNormV3"; +"369 xception/block6_sepconv1_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "370 xception/block6_sepconv1_bn/FusedBatchNormV3/ReadVariableOp"; +"370 xception/block6_sepconv1_bn/FusedBatchNormV3/ReadVariableOp" -> "373 xception/block6_sepconv1_bn/FusedBatchNormV3"; +"371 xception/block6_sepconv1_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "372 xception/block6_sepconv1_bn/FusedBatchNormV3/ReadVariableOp_1"; +"372 xception/block6_sepconv1_bn/FusedBatchNormV3/ReadVariableOp_1" -> "373 xception/block6_sepconv1_bn/FusedBatchNormV3"; +"373 xception/block6_sepconv1_bn/FusedBatchNormV3" -> "374 xception/block6_sepconv2_act/Relu"; +"374 xception/block6_sepconv2_act/Relu" -> "391 xception/block6_sepconv2/separable_conv2d/depthwise"; +"375 xception/block6_sepconv2/Sigmoid/ReadVariableOp/resource" -> "376 xception/block6_sepconv2/Sigmoid/ReadVariableOp"; +"376 xception/block6_sepconv2/Sigmoid/ReadVariableOp" -> "377 xception/block6_sepconv2/Sigmoid"; +"377 xception/block6_sepconv2/Sigmoid" -> "378 xception/block6_sepconv2/Round"; +"378 xception/block6_sepconv2/Round" -> "381 xception/block6_sepconv2/mul"; +"379 xception/block6_sepconv2/ReadVariableOp/resource" -> "380 xception/block6_sepconv2/ReadVariableOp"; +"380 xception/block6_sepconv2/ReadVariableOp" -> "381 xception/block6_sepconv2/mul"; +"381 xception/block6_sepconv2/mul" -> "391 xception/block6_sepconv2/separable_conv2d/depthwise"; +"382 xception/block6_sepconv2/Sigmoid_1/ReadVariableOp/resource" -> "383 xception/block6_sepconv2/Sigmoid_1/ReadVariableOp"; +"383 xception/block6_sepconv2/Sigmoid_1/ReadVariableOp" -> "384 xception/block6_sepconv2/Sigmoid_1"; +"384 xception/block6_sepconv2/Sigmoid_1" -> "385 xception/block6_sepconv2/Round_1"; +"385 xception/block6_sepconv2/Round_1" -> "388 xception/block6_sepconv2/mul_1"; +"386 xception/block6_sepconv2/ReadVariableOp_1/resource" -> "387 xception/block6_sepconv2/ReadVariableOp_1"; +"387 xception/block6_sepconv2/ReadVariableOp_1" -> "388 xception/block6_sepconv2/mul_1"; +"388 xception/block6_sepconv2/mul_1" -> "392 xception/block6_sepconv2/separable_conv2d"; +"391 xception/block6_sepconv2/separable_conv2d/depthwise" -> "392 xception/block6_sepconv2/separable_conv2d"; +"392 xception/block6_sepconv2/separable_conv2d" -> "401 xception/block6_sepconv2_bn/FusedBatchNormV3"; +"393 xception/block6_sepconv2_bn/ReadVariableOp/resource" -> "394 xception/block6_sepconv2_bn/ReadVariableOp"; +"394 xception/block6_sepconv2_bn/ReadVariableOp" -> "401 xception/block6_sepconv2_bn/FusedBatchNormV3"; +"395 xception/block6_sepconv2_bn/ReadVariableOp_1/resource" -> "396 xception/block6_sepconv2_bn/ReadVariableOp_1"; +"396 xception/block6_sepconv2_bn/ReadVariableOp_1" -> "401 xception/block6_sepconv2_bn/FusedBatchNormV3"; +"397 xception/block6_sepconv2_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "398 xception/block6_sepconv2_bn/FusedBatchNormV3/ReadVariableOp"; +"398 xception/block6_sepconv2_bn/FusedBatchNormV3/ReadVariableOp" -> "401 xception/block6_sepconv2_bn/FusedBatchNormV3"; +"399 xception/block6_sepconv2_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "400 xception/block6_sepconv2_bn/FusedBatchNormV3/ReadVariableOp_1"; +"400 xception/block6_sepconv2_bn/FusedBatchNormV3/ReadVariableOp_1" -> "401 xception/block6_sepconv2_bn/FusedBatchNormV3"; +"401 xception/block6_sepconv2_bn/FusedBatchNormV3" -> "402 xception/block6_sepconv3_act/Relu"; +"402 xception/block6_sepconv3_act/Relu" -> "419 xception/block6_sepconv3/separable_conv2d/depthwise"; +"403 xception/block6_sepconv3/Sigmoid/ReadVariableOp/resource" -> "404 xception/block6_sepconv3/Sigmoid/ReadVariableOp"; +"404 xception/block6_sepconv3/Sigmoid/ReadVariableOp" -> "405 xception/block6_sepconv3/Sigmoid"; +"405 xception/block6_sepconv3/Sigmoid" -> "406 xception/block6_sepconv3/Round"; +"406 xception/block6_sepconv3/Round" -> "409 xception/block6_sepconv3/mul"; +"407 xception/block6_sepconv3/ReadVariableOp/resource" -> "408 xception/block6_sepconv3/ReadVariableOp"; +"408 xception/block6_sepconv3/ReadVariableOp" -> "409 xception/block6_sepconv3/mul"; +"409 xception/block6_sepconv3/mul" -> "419 xception/block6_sepconv3/separable_conv2d/depthwise"; +"410 xception/block6_sepconv3/Sigmoid_1/ReadVariableOp/resource" -> "411 xception/block6_sepconv3/Sigmoid_1/ReadVariableOp"; +"411 xception/block6_sepconv3/Sigmoid_1/ReadVariableOp" -> "412 xception/block6_sepconv3/Sigmoid_1"; +"412 xception/block6_sepconv3/Sigmoid_1" -> "413 xception/block6_sepconv3/Round_1"; +"413 xception/block6_sepconv3/Round_1" -> "416 xception/block6_sepconv3/mul_1"; +"414 xception/block6_sepconv3/ReadVariableOp_1/resource" -> "415 xception/block6_sepconv3/ReadVariableOp_1"; +"415 xception/block6_sepconv3/ReadVariableOp_1" -> "416 xception/block6_sepconv3/mul_1"; +"416 xception/block6_sepconv3/mul_1" -> "420 xception/block6_sepconv3/separable_conv2d"; +"419 xception/block6_sepconv3/separable_conv2d/depthwise" -> "420 xception/block6_sepconv3/separable_conv2d"; +"420 xception/block6_sepconv3/separable_conv2d" -> "429 xception/block6_sepconv3_bn/FusedBatchNormV3"; +"421 xception/block6_sepconv3_bn/ReadVariableOp/resource" -> "422 xception/block6_sepconv3_bn/ReadVariableOp"; +"422 xception/block6_sepconv3_bn/ReadVariableOp" -> "429 xception/block6_sepconv3_bn/FusedBatchNormV3"; +"423 xception/block6_sepconv3_bn/ReadVariableOp_1/resource" -> "424 xception/block6_sepconv3_bn/ReadVariableOp_1"; +"424 xception/block6_sepconv3_bn/ReadVariableOp_1" -> "429 xception/block6_sepconv3_bn/FusedBatchNormV3"; +"425 xception/block6_sepconv3_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "426 xception/block6_sepconv3_bn/FusedBatchNormV3/ReadVariableOp"; +"426 xception/block6_sepconv3_bn/FusedBatchNormV3/ReadVariableOp" -> "429 xception/block6_sepconv3_bn/FusedBatchNormV3"; +"427 xception/block6_sepconv3_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "428 xception/block6_sepconv3_bn/FusedBatchNormV3/ReadVariableOp_1"; +"428 xception/block6_sepconv3_bn/FusedBatchNormV3/ReadVariableOp_1" -> "429 xception/block6_sepconv3_bn/FusedBatchNormV3"; +"429 xception/block6_sepconv3_bn/FusedBatchNormV3" -> "430 xception/add_4/add"; +"430 xception/add_4/add" -> "431 xception/block7_sepconv1_act/Relu"; +"430 xception/add_4/add" -> "515 xception/add_5/add"; +"431 xception/block7_sepconv1_act/Relu" -> "448 xception/block7_sepconv1/separable_conv2d/depthwise"; +"432 xception/block7_sepconv1/Sigmoid/ReadVariableOp/resource" -> "433 xception/block7_sepconv1/Sigmoid/ReadVariableOp"; +"433 xception/block7_sepconv1/Sigmoid/ReadVariableOp" -> "434 xception/block7_sepconv1/Sigmoid"; +"434 xception/block7_sepconv1/Sigmoid" -> "435 xception/block7_sepconv1/Round"; +"435 xception/block7_sepconv1/Round" -> "438 xception/block7_sepconv1/mul"; +"436 xception/block7_sepconv1/ReadVariableOp/resource" -> "437 xception/block7_sepconv1/ReadVariableOp"; +"437 xception/block7_sepconv1/ReadVariableOp" -> "438 xception/block7_sepconv1/mul"; +"438 xception/block7_sepconv1/mul" -> "448 xception/block7_sepconv1/separable_conv2d/depthwise"; +"439 xception/block7_sepconv1/Sigmoid_1/ReadVariableOp/resource" -> "440 xception/block7_sepconv1/Sigmoid_1/ReadVariableOp"; +"440 xception/block7_sepconv1/Sigmoid_1/ReadVariableOp" -> "441 xception/block7_sepconv1/Sigmoid_1"; +"441 xception/block7_sepconv1/Sigmoid_1" -> "442 xception/block7_sepconv1/Round_1"; +"442 xception/block7_sepconv1/Round_1" -> "445 xception/block7_sepconv1/mul_1"; +"443 xception/block7_sepconv1/ReadVariableOp_1/resource" -> "444 xception/block7_sepconv1/ReadVariableOp_1"; +"444 xception/block7_sepconv1/ReadVariableOp_1" -> "445 xception/block7_sepconv1/mul_1"; +"445 xception/block7_sepconv1/mul_1" -> "449 xception/block7_sepconv1/separable_conv2d"; +"448 xception/block7_sepconv1/separable_conv2d/depthwise" -> "449 xception/block7_sepconv1/separable_conv2d"; +"449 xception/block7_sepconv1/separable_conv2d" -> "458 xception/block7_sepconv1_bn/FusedBatchNormV3"; +"450 xception/block7_sepconv1_bn/ReadVariableOp/resource" -> "451 xception/block7_sepconv1_bn/ReadVariableOp"; +"451 xception/block7_sepconv1_bn/ReadVariableOp" -> "458 xception/block7_sepconv1_bn/FusedBatchNormV3"; +"452 xception/block7_sepconv1_bn/ReadVariableOp_1/resource" -> "453 xception/block7_sepconv1_bn/ReadVariableOp_1"; +"453 xception/block7_sepconv1_bn/ReadVariableOp_1" -> "458 xception/block7_sepconv1_bn/FusedBatchNormV3"; +"454 xception/block7_sepconv1_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "455 xception/block7_sepconv1_bn/FusedBatchNormV3/ReadVariableOp"; +"455 xception/block7_sepconv1_bn/FusedBatchNormV3/ReadVariableOp" -> "458 xception/block7_sepconv1_bn/FusedBatchNormV3"; +"456 xception/block7_sepconv1_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "457 xception/block7_sepconv1_bn/FusedBatchNormV3/ReadVariableOp_1"; +"457 xception/block7_sepconv1_bn/FusedBatchNormV3/ReadVariableOp_1" -> "458 xception/block7_sepconv1_bn/FusedBatchNormV3"; +"458 xception/block7_sepconv1_bn/FusedBatchNormV3" -> "459 xception/block7_sepconv2_act/Relu"; +"459 xception/block7_sepconv2_act/Relu" -> "476 xception/block7_sepconv2/separable_conv2d/depthwise"; +"460 xception/block7_sepconv2/Sigmoid/ReadVariableOp/resource" -> "461 xception/block7_sepconv2/Sigmoid/ReadVariableOp"; +"461 xception/block7_sepconv2/Sigmoid/ReadVariableOp" -> "462 xception/block7_sepconv2/Sigmoid"; +"462 xception/block7_sepconv2/Sigmoid" -> "463 xception/block7_sepconv2/Round"; +"463 xception/block7_sepconv2/Round" -> "466 xception/block7_sepconv2/mul"; +"464 xception/block7_sepconv2/ReadVariableOp/resource" -> "465 xception/block7_sepconv2/ReadVariableOp"; +"465 xception/block7_sepconv2/ReadVariableOp" -> "466 xception/block7_sepconv2/mul"; +"466 xception/block7_sepconv2/mul" -> "476 xception/block7_sepconv2/separable_conv2d/depthwise"; +"467 xception/block7_sepconv2/Sigmoid_1/ReadVariableOp/resource" -> "468 xception/block7_sepconv2/Sigmoid_1/ReadVariableOp"; +"468 xception/block7_sepconv2/Sigmoid_1/ReadVariableOp" -> "469 xception/block7_sepconv2/Sigmoid_1"; +"469 xception/block7_sepconv2/Sigmoid_1" -> "470 xception/block7_sepconv2/Round_1"; +"470 xception/block7_sepconv2/Round_1" -> "473 xception/block7_sepconv2/mul_1"; +"471 xception/block7_sepconv2/ReadVariableOp_1/resource" -> "472 xception/block7_sepconv2/ReadVariableOp_1"; +"472 xception/block7_sepconv2/ReadVariableOp_1" -> "473 xception/block7_sepconv2/mul_1"; +"473 xception/block7_sepconv2/mul_1" -> "477 xception/block7_sepconv2/separable_conv2d"; +"476 xception/block7_sepconv2/separable_conv2d/depthwise" -> "477 xception/block7_sepconv2/separable_conv2d"; +"477 xception/block7_sepconv2/separable_conv2d" -> "486 xception/block7_sepconv2_bn/FusedBatchNormV3"; +"478 xception/block7_sepconv2_bn/ReadVariableOp/resource" -> "479 xception/block7_sepconv2_bn/ReadVariableOp"; +"479 xception/block7_sepconv2_bn/ReadVariableOp" -> "486 xception/block7_sepconv2_bn/FusedBatchNormV3"; +"480 xception/block7_sepconv2_bn/ReadVariableOp_1/resource" -> "481 xception/block7_sepconv2_bn/ReadVariableOp_1"; +"481 xception/block7_sepconv2_bn/ReadVariableOp_1" -> "486 xception/block7_sepconv2_bn/FusedBatchNormV3"; +"482 xception/block7_sepconv2_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "483 xception/block7_sepconv2_bn/FusedBatchNormV3/ReadVariableOp"; +"483 xception/block7_sepconv2_bn/FusedBatchNormV3/ReadVariableOp" -> "486 xception/block7_sepconv2_bn/FusedBatchNormV3"; +"484 xception/block7_sepconv2_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "485 xception/block7_sepconv2_bn/FusedBatchNormV3/ReadVariableOp_1"; +"485 xception/block7_sepconv2_bn/FusedBatchNormV3/ReadVariableOp_1" -> "486 xception/block7_sepconv2_bn/FusedBatchNormV3"; +"486 xception/block7_sepconv2_bn/FusedBatchNormV3" -> "487 xception/block7_sepconv3_act/Relu"; +"487 xception/block7_sepconv3_act/Relu" -> "504 xception/block7_sepconv3/separable_conv2d/depthwise"; +"488 xception/block7_sepconv3/Sigmoid/ReadVariableOp/resource" -> "489 xception/block7_sepconv3/Sigmoid/ReadVariableOp"; +"489 xception/block7_sepconv3/Sigmoid/ReadVariableOp" -> "490 xception/block7_sepconv3/Sigmoid"; +"490 xception/block7_sepconv3/Sigmoid" -> "491 xception/block7_sepconv3/Round"; +"491 xception/block7_sepconv3/Round" -> "494 xception/block7_sepconv3/mul"; +"492 xception/block7_sepconv3/ReadVariableOp/resource" -> "493 xception/block7_sepconv3/ReadVariableOp"; +"493 xception/block7_sepconv3/ReadVariableOp" -> "494 xception/block7_sepconv3/mul"; +"494 xception/block7_sepconv3/mul" -> "504 xception/block7_sepconv3/separable_conv2d/depthwise"; +"495 xception/block7_sepconv3/Sigmoid_1/ReadVariableOp/resource" -> "496 xception/block7_sepconv3/Sigmoid_1/ReadVariableOp"; +"496 xception/block7_sepconv3/Sigmoid_1/ReadVariableOp" -> "497 xception/block7_sepconv3/Sigmoid_1"; +"497 xception/block7_sepconv3/Sigmoid_1" -> "498 xception/block7_sepconv3/Round_1"; +"498 xception/block7_sepconv3/Round_1" -> "501 xception/block7_sepconv3/mul_1"; +"499 xception/block7_sepconv3/ReadVariableOp_1/resource" -> "500 xception/block7_sepconv3/ReadVariableOp_1"; +"500 xception/block7_sepconv3/ReadVariableOp_1" -> "501 xception/block7_sepconv3/mul_1"; +"501 xception/block7_sepconv3/mul_1" -> "505 xception/block7_sepconv3/separable_conv2d"; +"504 xception/block7_sepconv3/separable_conv2d/depthwise" -> "505 xception/block7_sepconv3/separable_conv2d"; +"505 xception/block7_sepconv3/separable_conv2d" -> "514 xception/block7_sepconv3_bn/FusedBatchNormV3"; +"506 xception/block7_sepconv3_bn/ReadVariableOp/resource" -> "507 xception/block7_sepconv3_bn/ReadVariableOp"; +"507 xception/block7_sepconv3_bn/ReadVariableOp" -> "514 xception/block7_sepconv3_bn/FusedBatchNormV3"; +"508 xception/block7_sepconv3_bn/ReadVariableOp_1/resource" -> "509 xception/block7_sepconv3_bn/ReadVariableOp_1"; +"509 xception/block7_sepconv3_bn/ReadVariableOp_1" -> "514 xception/block7_sepconv3_bn/FusedBatchNormV3"; +"510 xception/block7_sepconv3_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "511 xception/block7_sepconv3_bn/FusedBatchNormV3/ReadVariableOp"; +"511 xception/block7_sepconv3_bn/FusedBatchNormV3/ReadVariableOp" -> "514 xception/block7_sepconv3_bn/FusedBatchNormV3"; +"512 xception/block7_sepconv3_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "513 xception/block7_sepconv3_bn/FusedBatchNormV3/ReadVariableOp_1"; +"513 xception/block7_sepconv3_bn/FusedBatchNormV3/ReadVariableOp_1" -> "514 xception/block7_sepconv3_bn/FusedBatchNormV3"; +"514 xception/block7_sepconv3_bn/FusedBatchNormV3" -> "515 xception/add_5/add"; +"515 xception/add_5/add" -> "516 xception/block8_sepconv1_act/Relu"; +"515 xception/add_5/add" -> "600 xception/add_6/add"; +"516 xception/block8_sepconv1_act/Relu" -> "533 xception/block8_sepconv1/separable_conv2d/depthwise"; +"517 xception/block8_sepconv1/Sigmoid/ReadVariableOp/resource" -> "518 xception/block8_sepconv1/Sigmoid/ReadVariableOp"; +"518 xception/block8_sepconv1/Sigmoid/ReadVariableOp" -> "519 xception/block8_sepconv1/Sigmoid"; +"519 xception/block8_sepconv1/Sigmoid" -> "520 xception/block8_sepconv1/Round"; +"520 xception/block8_sepconv1/Round" -> "523 xception/block8_sepconv1/mul"; +"521 xception/block8_sepconv1/ReadVariableOp/resource" -> "522 xception/block8_sepconv1/ReadVariableOp"; +"522 xception/block8_sepconv1/ReadVariableOp" -> "523 xception/block8_sepconv1/mul"; +"523 xception/block8_sepconv1/mul" -> "533 xception/block8_sepconv1/separable_conv2d/depthwise"; +"524 xception/block8_sepconv1/Sigmoid_1/ReadVariableOp/resource" -> "525 xception/block8_sepconv1/Sigmoid_1/ReadVariableOp"; +"525 xception/block8_sepconv1/Sigmoid_1/ReadVariableOp" -> "526 xception/block8_sepconv1/Sigmoid_1"; +"526 xception/block8_sepconv1/Sigmoid_1" -> "527 xception/block8_sepconv1/Round_1"; +"527 xception/block8_sepconv1/Round_1" -> "530 xception/block8_sepconv1/mul_1"; +"528 xception/block8_sepconv1/ReadVariableOp_1/resource" -> "529 xception/block8_sepconv1/ReadVariableOp_1"; +"529 xception/block8_sepconv1/ReadVariableOp_1" -> "530 xception/block8_sepconv1/mul_1"; +"530 xception/block8_sepconv1/mul_1" -> "534 xception/block8_sepconv1/separable_conv2d"; +"533 xception/block8_sepconv1/separable_conv2d/depthwise" -> "534 xception/block8_sepconv1/separable_conv2d"; +"534 xception/block8_sepconv1/separable_conv2d" -> "543 xception/block8_sepconv1_bn/FusedBatchNormV3"; +"535 xception/block8_sepconv1_bn/ReadVariableOp/resource" -> "536 xception/block8_sepconv1_bn/ReadVariableOp"; +"536 xception/block8_sepconv1_bn/ReadVariableOp" -> "543 xception/block8_sepconv1_bn/FusedBatchNormV3"; +"537 xception/block8_sepconv1_bn/ReadVariableOp_1/resource" -> "538 xception/block8_sepconv1_bn/ReadVariableOp_1"; +"538 xception/block8_sepconv1_bn/ReadVariableOp_1" -> "543 xception/block8_sepconv1_bn/FusedBatchNormV3"; +"539 xception/block8_sepconv1_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "540 xception/block8_sepconv1_bn/FusedBatchNormV3/ReadVariableOp"; +"540 xception/block8_sepconv1_bn/FusedBatchNormV3/ReadVariableOp" -> "543 xception/block8_sepconv1_bn/FusedBatchNormV3"; +"541 xception/block8_sepconv1_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "542 xception/block8_sepconv1_bn/FusedBatchNormV3/ReadVariableOp_1"; +"542 xception/block8_sepconv1_bn/FusedBatchNormV3/ReadVariableOp_1" -> "543 xception/block8_sepconv1_bn/FusedBatchNormV3"; +"543 xception/block8_sepconv1_bn/FusedBatchNormV3" -> "544 xception/block8_sepconv2_act/Relu"; +"544 xception/block8_sepconv2_act/Relu" -> "561 xception/block8_sepconv2/separable_conv2d/depthwise"; +"545 xception/block8_sepconv2/Sigmoid/ReadVariableOp/resource" -> "546 xception/block8_sepconv2/Sigmoid/ReadVariableOp"; +"546 xception/block8_sepconv2/Sigmoid/ReadVariableOp" -> "547 xception/block8_sepconv2/Sigmoid"; +"547 xception/block8_sepconv2/Sigmoid" -> "548 xception/block8_sepconv2/Round"; +"548 xception/block8_sepconv2/Round" -> "551 xception/block8_sepconv2/mul"; +"549 xception/block8_sepconv2/ReadVariableOp/resource" -> "550 xception/block8_sepconv2/ReadVariableOp"; +"550 xception/block8_sepconv2/ReadVariableOp" -> "551 xception/block8_sepconv2/mul"; +"551 xception/block8_sepconv2/mul" -> "561 xception/block8_sepconv2/separable_conv2d/depthwise"; +"552 xception/block8_sepconv2/Sigmoid_1/ReadVariableOp/resource" -> "553 xception/block8_sepconv2/Sigmoid_1/ReadVariableOp"; +"553 xception/block8_sepconv2/Sigmoid_1/ReadVariableOp" -> "554 xception/block8_sepconv2/Sigmoid_1"; +"554 xception/block8_sepconv2/Sigmoid_1" -> "555 xception/block8_sepconv2/Round_1"; +"555 xception/block8_sepconv2/Round_1" -> "558 xception/block8_sepconv2/mul_1"; +"556 xception/block8_sepconv2/ReadVariableOp_1/resource" -> "557 xception/block8_sepconv2/ReadVariableOp_1"; +"557 xception/block8_sepconv2/ReadVariableOp_1" -> "558 xception/block8_sepconv2/mul_1"; +"558 xception/block8_sepconv2/mul_1" -> "562 xception/block8_sepconv2/separable_conv2d"; +"561 xception/block8_sepconv2/separable_conv2d/depthwise" -> "562 xception/block8_sepconv2/separable_conv2d"; +"562 xception/block8_sepconv2/separable_conv2d" -> "571 xception/block8_sepconv2_bn/FusedBatchNormV3"; +"563 xception/block8_sepconv2_bn/ReadVariableOp/resource" -> "564 xception/block8_sepconv2_bn/ReadVariableOp"; +"564 xception/block8_sepconv2_bn/ReadVariableOp" -> "571 xception/block8_sepconv2_bn/FusedBatchNormV3"; +"565 xception/block8_sepconv2_bn/ReadVariableOp_1/resource" -> "566 xception/block8_sepconv2_bn/ReadVariableOp_1"; +"566 xception/block8_sepconv2_bn/ReadVariableOp_1" -> "571 xception/block8_sepconv2_bn/FusedBatchNormV3"; +"567 xception/block8_sepconv2_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "568 xception/block8_sepconv2_bn/FusedBatchNormV3/ReadVariableOp"; +"568 xception/block8_sepconv2_bn/FusedBatchNormV3/ReadVariableOp" -> "571 xception/block8_sepconv2_bn/FusedBatchNormV3"; +"569 xception/block8_sepconv2_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "570 xception/block8_sepconv2_bn/FusedBatchNormV3/ReadVariableOp_1"; +"570 xception/block8_sepconv2_bn/FusedBatchNormV3/ReadVariableOp_1" -> "571 xception/block8_sepconv2_bn/FusedBatchNormV3"; +"571 xception/block8_sepconv2_bn/FusedBatchNormV3" -> "572 xception/block8_sepconv3_act/Relu"; +"572 xception/block8_sepconv3_act/Relu" -> "589 xception/block8_sepconv3/separable_conv2d/depthwise"; +"573 xception/block8_sepconv3/Sigmoid/ReadVariableOp/resource" -> "574 xception/block8_sepconv3/Sigmoid/ReadVariableOp"; +"574 xception/block8_sepconv3/Sigmoid/ReadVariableOp" -> "575 xception/block8_sepconv3/Sigmoid"; +"575 xception/block8_sepconv3/Sigmoid" -> "576 xception/block8_sepconv3/Round"; +"576 xception/block8_sepconv3/Round" -> 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xception/block8_sepconv3/separable_conv2d"; +"589 xception/block8_sepconv3/separable_conv2d/depthwise" -> "590 xception/block8_sepconv3/separable_conv2d"; +"590 xception/block8_sepconv3/separable_conv2d" -> "599 xception/block8_sepconv3_bn/FusedBatchNormV3"; +"591 xception/block8_sepconv3_bn/ReadVariableOp/resource" -> "592 xception/block8_sepconv3_bn/ReadVariableOp"; +"592 xception/block8_sepconv3_bn/ReadVariableOp" -> "599 xception/block8_sepconv3_bn/FusedBatchNormV3"; +"593 xception/block8_sepconv3_bn/ReadVariableOp_1/resource" -> "594 xception/block8_sepconv3_bn/ReadVariableOp_1"; +"594 xception/block8_sepconv3_bn/ReadVariableOp_1" -> "599 xception/block8_sepconv3_bn/FusedBatchNormV3"; +"595 xception/block8_sepconv3_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "596 xception/block8_sepconv3_bn/FusedBatchNormV3/ReadVariableOp"; +"596 xception/block8_sepconv3_bn/FusedBatchNormV3/ReadVariableOp" -> "599 xception/block8_sepconv3_bn/FusedBatchNormV3"; +"597 xception/block8_sepconv3_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "598 xception/block8_sepconv3_bn/FusedBatchNormV3/ReadVariableOp_1"; +"598 xception/block8_sepconv3_bn/FusedBatchNormV3/ReadVariableOp_1" -> "599 xception/block8_sepconv3_bn/FusedBatchNormV3"; +"599 xception/block8_sepconv3_bn/FusedBatchNormV3" -> "600 xception/add_6/add"; +"600 xception/add_6/add" -> "601 xception/block9_sepconv1_act/Relu"; +"600 xception/add_6/add" -> "685 xception/add_7/add"; +"601 xception/block9_sepconv1_act/Relu" -> "618 xception/block9_sepconv1/separable_conv2d/depthwise"; +"602 xception/block9_sepconv1/Sigmoid/ReadVariableOp/resource" -> "603 xception/block9_sepconv1/Sigmoid/ReadVariableOp"; +"603 xception/block9_sepconv1/Sigmoid/ReadVariableOp" -> "604 xception/block9_sepconv1/Sigmoid"; +"604 xception/block9_sepconv1/Sigmoid" -> "605 xception/block9_sepconv1/Round"; +"605 xception/block9_sepconv1/Round" -> "608 xception/block9_sepconv1/mul"; +"606 xception/block9_sepconv1/ReadVariableOp/resource" -> "607 xception/block9_sepconv1/ReadVariableOp"; +"607 xception/block9_sepconv1/ReadVariableOp" -> "608 xception/block9_sepconv1/mul"; +"608 xception/block9_sepconv1/mul" -> "618 xception/block9_sepconv1/separable_conv2d/depthwise"; +"609 xception/block9_sepconv1/Sigmoid_1/ReadVariableOp/resource" -> "610 xception/block9_sepconv1/Sigmoid_1/ReadVariableOp"; +"610 xception/block9_sepconv1/Sigmoid_1/ReadVariableOp" -> "611 xception/block9_sepconv1/Sigmoid_1"; +"611 xception/block9_sepconv1/Sigmoid_1" -> "612 xception/block9_sepconv1/Round_1"; +"612 xception/block9_sepconv1/Round_1" -> "615 xception/block9_sepconv1/mul_1"; +"613 xception/block9_sepconv1/ReadVariableOp_1/resource" -> "614 xception/block9_sepconv1/ReadVariableOp_1"; +"614 xception/block9_sepconv1/ReadVariableOp_1" -> "615 xception/block9_sepconv1/mul_1"; +"615 xception/block9_sepconv1/mul_1" -> "619 xception/block9_sepconv1/separable_conv2d"; +"618 xception/block9_sepconv1/separable_conv2d/depthwise" -> "619 xception/block9_sepconv1/separable_conv2d"; +"619 xception/block9_sepconv1/separable_conv2d" -> "628 xception/block9_sepconv1_bn/FusedBatchNormV3"; +"620 xception/block9_sepconv1_bn/ReadVariableOp/resource" -> "621 xception/block9_sepconv1_bn/ReadVariableOp"; +"621 xception/block9_sepconv1_bn/ReadVariableOp" -> "628 xception/block9_sepconv1_bn/FusedBatchNormV3"; +"622 xception/block9_sepconv1_bn/ReadVariableOp_1/resource" -> "623 xception/block9_sepconv1_bn/ReadVariableOp_1"; +"623 xception/block9_sepconv1_bn/ReadVariableOp_1" -> "628 xception/block9_sepconv1_bn/FusedBatchNormV3"; +"624 xception/block9_sepconv1_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "625 xception/block9_sepconv1_bn/FusedBatchNormV3/ReadVariableOp"; +"625 xception/block9_sepconv1_bn/FusedBatchNormV3/ReadVariableOp" -> "628 xception/block9_sepconv1_bn/FusedBatchNormV3"; +"626 xception/block9_sepconv1_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> 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xception/block9_sepconv2_bn/FusedBatchNormV3" -> "657 xception/block9_sepconv3_act/Relu"; +"657 xception/block9_sepconv3_act/Relu" -> "674 xception/block9_sepconv3/separable_conv2d/depthwise"; +"658 xception/block9_sepconv3/Sigmoid/ReadVariableOp/resource" -> "659 xception/block9_sepconv3/Sigmoid/ReadVariableOp"; +"659 xception/block9_sepconv3/Sigmoid/ReadVariableOp" -> "660 xception/block9_sepconv3/Sigmoid"; +"660 xception/block9_sepconv3/Sigmoid" -> "661 xception/block9_sepconv3/Round"; +"661 xception/block9_sepconv3/Round" -> "664 xception/block9_sepconv3/mul"; +"662 xception/block9_sepconv3/ReadVariableOp/resource" -> "663 xception/block9_sepconv3/ReadVariableOp"; +"663 xception/block9_sepconv3/ReadVariableOp" -> "664 xception/block9_sepconv3/mul"; +"664 xception/block9_sepconv3/mul" -> "674 xception/block9_sepconv3/separable_conv2d/depthwise"; +"665 xception/block9_sepconv3/Sigmoid_1/ReadVariableOp/resource" -> "666 xception/block9_sepconv3/Sigmoid_1/ReadVariableOp"; +"666 xception/block9_sepconv3/Sigmoid_1/ReadVariableOp" -> "667 xception/block9_sepconv3/Sigmoid_1"; +"667 xception/block9_sepconv3/Sigmoid_1" -> "668 xception/block9_sepconv3/Round_1"; +"668 xception/block9_sepconv3/Round_1" -> "671 xception/block9_sepconv3/mul_1"; +"669 xception/block9_sepconv3/ReadVariableOp_1/resource" -> "670 xception/block9_sepconv3/ReadVariableOp_1"; +"670 xception/block9_sepconv3/ReadVariableOp_1" -> "671 xception/block9_sepconv3/mul_1"; +"671 xception/block9_sepconv3/mul_1" -> "675 xception/block9_sepconv3/separable_conv2d"; +"674 xception/block9_sepconv3/separable_conv2d/depthwise" -> "675 xception/block9_sepconv3/separable_conv2d"; +"675 xception/block9_sepconv3/separable_conv2d" -> "684 xception/block9_sepconv3_bn/FusedBatchNormV3"; +"676 xception/block9_sepconv3_bn/ReadVariableOp/resource" -> "677 xception/block9_sepconv3_bn/ReadVariableOp"; +"677 xception/block9_sepconv3_bn/ReadVariableOp" -> "684 xception/block9_sepconv3_bn/FusedBatchNormV3"; +"678 xception/block9_sepconv3_bn/ReadVariableOp_1/resource" -> "679 xception/block9_sepconv3_bn/ReadVariableOp_1"; +"679 xception/block9_sepconv3_bn/ReadVariableOp_1" -> "684 xception/block9_sepconv3_bn/FusedBatchNormV3"; +"680 xception/block9_sepconv3_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "681 xception/block9_sepconv3_bn/FusedBatchNormV3/ReadVariableOp"; +"681 xception/block9_sepconv3_bn/FusedBatchNormV3/ReadVariableOp" -> "684 xception/block9_sepconv3_bn/FusedBatchNormV3"; +"682 xception/block9_sepconv3_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "683 xception/block9_sepconv3_bn/FusedBatchNormV3/ReadVariableOp_1"; +"683 xception/block9_sepconv3_bn/FusedBatchNormV3/ReadVariableOp_1" -> "684 xception/block9_sepconv3_bn/FusedBatchNormV3"; +"684 xception/block9_sepconv3_bn/FusedBatchNormV3" -> "685 xception/add_7/add"; +"685 xception/add_7/add" -> "686 xception/block10_sepconv1_act/Relu"; +"685 xception/add_7/add" -> "770 xception/add_8/add"; +"686 xception/block10_sepconv1_act/Relu" -> "703 xception/block10_sepconv1/separable_conv2d/depthwise"; +"687 xception/block10_sepconv1/Sigmoid/ReadVariableOp/resource" -> "688 xception/block10_sepconv1/Sigmoid/ReadVariableOp"; +"688 xception/block10_sepconv1/Sigmoid/ReadVariableOp" -> "689 xception/block10_sepconv1/Sigmoid"; +"689 xception/block10_sepconv1/Sigmoid" -> "690 xception/block10_sepconv1/Round"; +"690 xception/block10_sepconv1/Round" -> "693 xception/block10_sepconv1/mul"; +"691 xception/block10_sepconv1/ReadVariableOp/resource" -> "692 xception/block10_sepconv1/ReadVariableOp"; +"692 xception/block10_sepconv1/ReadVariableOp" -> "693 xception/block10_sepconv1/mul"; +"693 xception/block10_sepconv1/mul" -> "703 xception/block10_sepconv1/separable_conv2d/depthwise"; +"694 xception/block10_sepconv1/Sigmoid_1/ReadVariableOp/resource" -> "695 xception/block10_sepconv1/Sigmoid_1/ReadVariableOp"; +"695 xception/block10_sepconv1/Sigmoid_1/ReadVariableOp" -> "696 xception/block10_sepconv1/Sigmoid_1"; +"696 xception/block10_sepconv1/Sigmoid_1" -> "697 xception/block10_sepconv1/Round_1"; +"697 xception/block10_sepconv1/Round_1" -> "700 xception/block10_sepconv1/mul_1"; +"698 xception/block10_sepconv1/ReadVariableOp_1/resource" -> "699 xception/block10_sepconv1/ReadVariableOp_1"; +"699 xception/block10_sepconv1/ReadVariableOp_1" -> "700 xception/block10_sepconv1/mul_1"; +"700 xception/block10_sepconv1/mul_1" -> "704 xception/block10_sepconv1/separable_conv2d"; +"703 xception/block10_sepconv1/separable_conv2d/depthwise" -> "704 xception/block10_sepconv1/separable_conv2d"; +"704 xception/block10_sepconv1/separable_conv2d" -> "713 xception/block10_sepconv1_bn/FusedBatchNormV3"; +"705 xception/block10_sepconv1_bn/ReadVariableOp/resource" -> "706 xception/block10_sepconv1_bn/ReadVariableOp"; +"706 xception/block10_sepconv1_bn/ReadVariableOp" -> "713 xception/block10_sepconv1_bn/FusedBatchNormV3"; +"707 xception/block10_sepconv1_bn/ReadVariableOp_1/resource" -> "708 xception/block10_sepconv1_bn/ReadVariableOp_1"; +"708 xception/block10_sepconv1_bn/ReadVariableOp_1" -> "713 xception/block10_sepconv1_bn/FusedBatchNormV3"; +"709 xception/block10_sepconv1_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "710 xception/block10_sepconv1_bn/FusedBatchNormV3/ReadVariableOp"; +"710 xception/block10_sepconv1_bn/FusedBatchNormV3/ReadVariableOp" -> "713 xception/block10_sepconv1_bn/FusedBatchNormV3"; +"711 xception/block10_sepconv1_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "712 xception/block10_sepconv1_bn/FusedBatchNormV3/ReadVariableOp_1"; +"712 xception/block10_sepconv1_bn/FusedBatchNormV3/ReadVariableOp_1" -> "713 xception/block10_sepconv1_bn/FusedBatchNormV3"; +"713 xception/block10_sepconv1_bn/FusedBatchNormV3" -> "714 xception/block10_sepconv2_act/Relu"; +"714 xception/block10_sepconv2_act/Relu" -> "731 xception/block10_sepconv2/separable_conv2d/depthwise"; +"715 xception/block10_sepconv2/Sigmoid/ReadVariableOp/resource" -> "716 xception/block10_sepconv2/Sigmoid/ReadVariableOp"; +"716 xception/block10_sepconv2/Sigmoid/ReadVariableOp" -> "717 xception/block10_sepconv2/Sigmoid"; +"717 xception/block10_sepconv2/Sigmoid" -> "718 xception/block10_sepconv2/Round"; +"718 xception/block10_sepconv2/Round" -> "721 xception/block10_sepconv2/mul"; +"719 xception/block10_sepconv2/ReadVariableOp/resource" -> "720 xception/block10_sepconv2/ReadVariableOp"; +"720 xception/block10_sepconv2/ReadVariableOp" -> "721 xception/block10_sepconv2/mul"; +"721 xception/block10_sepconv2/mul" -> "731 xception/block10_sepconv2/separable_conv2d/depthwise"; +"722 xception/block10_sepconv2/Sigmoid_1/ReadVariableOp/resource" -> "723 xception/block10_sepconv2/Sigmoid_1/ReadVariableOp"; +"723 xception/block10_sepconv2/Sigmoid_1/ReadVariableOp" -> "724 xception/block10_sepconv2/Sigmoid_1"; +"724 xception/block10_sepconv2/Sigmoid_1" -> "725 xception/block10_sepconv2/Round_1"; +"725 xception/block10_sepconv2/Round_1" -> "728 xception/block10_sepconv2/mul_1"; +"726 xception/block10_sepconv2/ReadVariableOp_1/resource" -> "727 xception/block10_sepconv2/ReadVariableOp_1"; +"727 xception/block10_sepconv2/ReadVariableOp_1" -> "728 xception/block10_sepconv2/mul_1"; +"728 xception/block10_sepconv2/mul_1" -> "732 xception/block10_sepconv2/separable_conv2d"; +"731 xception/block10_sepconv2/separable_conv2d/depthwise" -> "732 xception/block10_sepconv2/separable_conv2d"; +"732 xception/block10_sepconv2/separable_conv2d" -> "741 xception/block10_sepconv2_bn/FusedBatchNormV3"; +"733 xception/block10_sepconv2_bn/ReadVariableOp/resource" -> "734 xception/block10_sepconv2_bn/ReadVariableOp"; +"734 xception/block10_sepconv2_bn/ReadVariableOp" -> "741 xception/block10_sepconv2_bn/FusedBatchNormV3"; +"735 xception/block10_sepconv2_bn/ReadVariableOp_1/resource" -> "736 xception/block10_sepconv2_bn/ReadVariableOp_1"; +"736 xception/block10_sepconv2_bn/ReadVariableOp_1" -> "741 xception/block10_sepconv2_bn/FusedBatchNormV3"; +"737 xception/block10_sepconv2_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "738 xception/block10_sepconv2_bn/FusedBatchNormV3/ReadVariableOp"; +"738 xception/block10_sepconv2_bn/FusedBatchNormV3/ReadVariableOp" -> "741 xception/block10_sepconv2_bn/FusedBatchNormV3"; +"739 xception/block10_sepconv2_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "740 xception/block10_sepconv2_bn/FusedBatchNormV3/ReadVariableOp_1"; +"740 xception/block10_sepconv2_bn/FusedBatchNormV3/ReadVariableOp_1" -> "741 xception/block10_sepconv2_bn/FusedBatchNormV3"; +"741 xception/block10_sepconv2_bn/FusedBatchNormV3" -> "742 xception/block10_sepconv3_act/Relu"; +"742 xception/block10_sepconv3_act/Relu" -> "759 xception/block10_sepconv3/separable_conv2d/depthwise"; +"743 xception/block10_sepconv3/Sigmoid/ReadVariableOp/resource" -> "744 xception/block10_sepconv3/Sigmoid/ReadVariableOp"; +"744 xception/block10_sepconv3/Sigmoid/ReadVariableOp" -> "745 xception/block10_sepconv3/Sigmoid"; +"745 xception/block10_sepconv3/Sigmoid" -> "746 xception/block10_sepconv3/Round"; +"746 xception/block10_sepconv3/Round" -> "749 xception/block10_sepconv3/mul"; +"747 xception/block10_sepconv3/ReadVariableOp/resource" -> "748 xception/block10_sepconv3/ReadVariableOp"; +"748 xception/block10_sepconv3/ReadVariableOp" -> "749 xception/block10_sepconv3/mul"; +"749 xception/block10_sepconv3/mul" -> "759 xception/block10_sepconv3/separable_conv2d/depthwise"; +"750 xception/block10_sepconv3/Sigmoid_1/ReadVariableOp/resource" -> "751 xception/block10_sepconv3/Sigmoid_1/ReadVariableOp"; +"751 xception/block10_sepconv3/Sigmoid_1/ReadVariableOp" -> "752 xception/block10_sepconv3/Sigmoid_1"; +"752 xception/block10_sepconv3/Sigmoid_1" -> "753 xception/block10_sepconv3/Round_1"; +"753 xception/block10_sepconv3/Round_1" -> "756 xception/block10_sepconv3/mul_1"; +"754 xception/block10_sepconv3/ReadVariableOp_1/resource" -> "755 xception/block10_sepconv3/ReadVariableOp_1"; +"755 xception/block10_sepconv3/ReadVariableOp_1" -> "756 xception/block10_sepconv3/mul_1"; +"756 xception/block10_sepconv3/mul_1" -> "760 xception/block10_sepconv3/separable_conv2d"; +"759 xception/block10_sepconv3/separable_conv2d/depthwise" -> "760 xception/block10_sepconv3/separable_conv2d"; +"760 xception/block10_sepconv3/separable_conv2d" -> "769 xception/block10_sepconv3_bn/FusedBatchNormV3"; +"761 xception/block10_sepconv3_bn/ReadVariableOp/resource" -> "762 xception/block10_sepconv3_bn/ReadVariableOp"; +"762 xception/block10_sepconv3_bn/ReadVariableOp" -> "769 xception/block10_sepconv3_bn/FusedBatchNormV3"; +"763 xception/block10_sepconv3_bn/ReadVariableOp_1/resource" -> "764 xception/block10_sepconv3_bn/ReadVariableOp_1"; +"764 xception/block10_sepconv3_bn/ReadVariableOp_1" -> "769 xception/block10_sepconv3_bn/FusedBatchNormV3"; +"765 xception/block10_sepconv3_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "766 xception/block10_sepconv3_bn/FusedBatchNormV3/ReadVariableOp"; +"766 xception/block10_sepconv3_bn/FusedBatchNormV3/ReadVariableOp" -> "769 xception/block10_sepconv3_bn/FusedBatchNormV3"; +"767 xception/block10_sepconv3_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "768 xception/block10_sepconv3_bn/FusedBatchNormV3/ReadVariableOp_1"; +"768 xception/block10_sepconv3_bn/FusedBatchNormV3/ReadVariableOp_1" -> "769 xception/block10_sepconv3_bn/FusedBatchNormV3"; +"769 xception/block10_sepconv3_bn/FusedBatchNormV3" -> "770 xception/add_8/add"; +"770 xception/add_8/add" -> "771 xception/block11_sepconv1_act/Relu"; +"770 xception/add_8/add" -> "855 xception/add_9/add"; +"771 xception/block11_sepconv1_act/Relu" -> "788 xception/block11_sepconv1/separable_conv2d/depthwise"; +"772 xception/block11_sepconv1/Sigmoid/ReadVariableOp/resource" -> "773 xception/block11_sepconv1/Sigmoid/ReadVariableOp"; +"773 xception/block11_sepconv1/Sigmoid/ReadVariableOp" -> "774 xception/block11_sepconv1/Sigmoid"; +"774 xception/block11_sepconv1/Sigmoid" -> "775 xception/block11_sepconv1/Round"; +"775 xception/block11_sepconv1/Round" -> "778 xception/block11_sepconv1/mul"; +"776 xception/block11_sepconv1/ReadVariableOp/resource" -> "777 xception/block11_sepconv1/ReadVariableOp"; +"777 xception/block11_sepconv1/ReadVariableOp" -> "778 xception/block11_sepconv1/mul"; +"778 xception/block11_sepconv1/mul" -> "788 xception/block11_sepconv1/separable_conv2d/depthwise"; +"779 xception/block11_sepconv1/Sigmoid_1/ReadVariableOp/resource" -> "780 xception/block11_sepconv1/Sigmoid_1/ReadVariableOp"; +"780 xception/block11_sepconv1/Sigmoid_1/ReadVariableOp" -> "781 xception/block11_sepconv1/Sigmoid_1"; +"781 xception/block11_sepconv1/Sigmoid_1" -> "782 xception/block11_sepconv1/Round_1"; +"782 xception/block11_sepconv1/Round_1" -> "785 xception/block11_sepconv1/mul_1"; +"783 xception/block11_sepconv1/ReadVariableOp_1/resource" -> "784 xception/block11_sepconv1/ReadVariableOp_1"; +"784 xception/block11_sepconv1/ReadVariableOp_1" -> "785 xception/block11_sepconv1/mul_1"; +"785 xception/block11_sepconv1/mul_1" -> "789 xception/block11_sepconv1/separable_conv2d"; +"788 xception/block11_sepconv1/separable_conv2d/depthwise" -> "789 xception/block11_sepconv1/separable_conv2d"; +"789 xception/block11_sepconv1/separable_conv2d" -> "798 xception/block11_sepconv1_bn/FusedBatchNormV3"; +"790 xception/block11_sepconv1_bn/ReadVariableOp/resource" -> "791 xception/block11_sepconv1_bn/ReadVariableOp"; +"791 xception/block11_sepconv1_bn/ReadVariableOp" -> "798 xception/block11_sepconv1_bn/FusedBatchNormV3"; +"792 xception/block11_sepconv1_bn/ReadVariableOp_1/resource" -> "793 xception/block11_sepconv1_bn/ReadVariableOp_1"; +"793 xception/block11_sepconv1_bn/ReadVariableOp_1" -> "798 xception/block11_sepconv1_bn/FusedBatchNormV3"; +"794 xception/block11_sepconv1_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "795 xception/block11_sepconv1_bn/FusedBatchNormV3/ReadVariableOp"; +"795 xception/block11_sepconv1_bn/FusedBatchNormV3/ReadVariableOp" -> "798 xception/block11_sepconv1_bn/FusedBatchNormV3"; +"796 xception/block11_sepconv1_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "797 xception/block11_sepconv1_bn/FusedBatchNormV3/ReadVariableOp_1"; +"797 xception/block11_sepconv1_bn/FusedBatchNormV3/ReadVariableOp_1" -> "798 xception/block11_sepconv1_bn/FusedBatchNormV3"; +"798 xception/block11_sepconv1_bn/FusedBatchNormV3" -> "799 xception/block11_sepconv2_act/Relu"; +"799 xception/block11_sepconv2_act/Relu" -> "816 xception/block11_sepconv2/separable_conv2d/depthwise"; +"800 xception/block11_sepconv2/Sigmoid/ReadVariableOp/resource" -> "801 xception/block11_sepconv2/Sigmoid/ReadVariableOp"; +"801 xception/block11_sepconv2/Sigmoid/ReadVariableOp" -> "802 xception/block11_sepconv2/Sigmoid"; +"802 xception/block11_sepconv2/Sigmoid" -> "803 xception/block11_sepconv2/Round"; +"803 xception/block11_sepconv2/Round" -> "806 xception/block11_sepconv2/mul"; +"804 xception/block11_sepconv2/ReadVariableOp/resource" -> "805 xception/block11_sepconv2/ReadVariableOp"; +"805 xception/block11_sepconv2/ReadVariableOp" -> "806 xception/block11_sepconv2/mul"; +"806 xception/block11_sepconv2/mul" -> "816 xception/block11_sepconv2/separable_conv2d/depthwise"; +"807 xception/block11_sepconv2/Sigmoid_1/ReadVariableOp/resource" -> "808 xception/block11_sepconv2/Sigmoid_1/ReadVariableOp"; +"808 xception/block11_sepconv2/Sigmoid_1/ReadVariableOp" -> "809 xception/block11_sepconv2/Sigmoid_1"; +"809 xception/block11_sepconv2/Sigmoid_1" -> "810 xception/block11_sepconv2/Round_1"; +"810 xception/block11_sepconv2/Round_1" -> "813 xception/block11_sepconv2/mul_1"; +"811 xception/block11_sepconv2/ReadVariableOp_1/resource" -> "812 xception/block11_sepconv2/ReadVariableOp_1"; +"812 xception/block11_sepconv2/ReadVariableOp_1" -> "813 xception/block11_sepconv2/mul_1"; +"813 xception/block11_sepconv2/mul_1" -> "817 xception/block11_sepconv2/separable_conv2d"; +"816 xception/block11_sepconv2/separable_conv2d/depthwise" -> "817 xception/block11_sepconv2/separable_conv2d"; +"817 xception/block11_sepconv2/separable_conv2d" -> "826 xception/block11_sepconv2_bn/FusedBatchNormV3"; +"818 xception/block11_sepconv2_bn/ReadVariableOp/resource" -> "819 xception/block11_sepconv2_bn/ReadVariableOp"; +"819 xception/block11_sepconv2_bn/ReadVariableOp" -> "826 xception/block11_sepconv2_bn/FusedBatchNormV3"; +"820 xception/block11_sepconv2_bn/ReadVariableOp_1/resource" -> "821 xception/block11_sepconv2_bn/ReadVariableOp_1"; +"821 xception/block11_sepconv2_bn/ReadVariableOp_1" -> "826 xception/block11_sepconv2_bn/FusedBatchNormV3"; +"822 xception/block11_sepconv2_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "823 xception/block11_sepconv2_bn/FusedBatchNormV3/ReadVariableOp"; +"823 xception/block11_sepconv2_bn/FusedBatchNormV3/ReadVariableOp" -> "826 xception/block11_sepconv2_bn/FusedBatchNormV3"; +"824 xception/block11_sepconv2_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "825 xception/block11_sepconv2_bn/FusedBatchNormV3/ReadVariableOp_1"; +"825 xception/block11_sepconv2_bn/FusedBatchNormV3/ReadVariableOp_1" -> "826 xception/block11_sepconv2_bn/FusedBatchNormV3"; +"826 xception/block11_sepconv2_bn/FusedBatchNormV3" -> "827 xception/block11_sepconv3_act/Relu"; +"827 xception/block11_sepconv3_act/Relu" -> "844 xception/block11_sepconv3/separable_conv2d/depthwise"; +"828 xception/block11_sepconv3/Sigmoid/ReadVariableOp/resource" -> "829 xception/block11_sepconv3/Sigmoid/ReadVariableOp"; +"829 xception/block11_sepconv3/Sigmoid/ReadVariableOp" -> "830 xception/block11_sepconv3/Sigmoid"; +"830 xception/block11_sepconv3/Sigmoid" -> "831 xception/block11_sepconv3/Round"; +"831 xception/block11_sepconv3/Round" -> "834 xception/block11_sepconv3/mul"; +"832 xception/block11_sepconv3/ReadVariableOp/resource" -> "833 xception/block11_sepconv3/ReadVariableOp"; +"833 xception/block11_sepconv3/ReadVariableOp" -> "834 xception/block11_sepconv3/mul"; +"834 xception/block11_sepconv3/mul" -> "844 xception/block11_sepconv3/separable_conv2d/depthwise"; +"835 xception/block11_sepconv3/Sigmoid_1/ReadVariableOp/resource" -> "836 xception/block11_sepconv3/Sigmoid_1/ReadVariableOp"; +"836 xception/block11_sepconv3/Sigmoid_1/ReadVariableOp" -> "837 xception/block11_sepconv3/Sigmoid_1"; +"837 xception/block11_sepconv3/Sigmoid_1" -> "838 xception/block11_sepconv3/Round_1"; +"838 xception/block11_sepconv3/Round_1" -> "841 xception/block11_sepconv3/mul_1"; +"839 xception/block11_sepconv3/ReadVariableOp_1/resource" -> "840 xception/block11_sepconv3/ReadVariableOp_1"; +"840 xception/block11_sepconv3/ReadVariableOp_1" -> "841 xception/block11_sepconv3/mul_1"; +"841 xception/block11_sepconv3/mul_1" -> "845 xception/block11_sepconv3/separable_conv2d"; +"844 xception/block11_sepconv3/separable_conv2d/depthwise" -> "845 xception/block11_sepconv3/separable_conv2d"; +"845 xception/block11_sepconv3/separable_conv2d" -> "854 xception/block11_sepconv3_bn/FusedBatchNormV3"; +"846 xception/block11_sepconv3_bn/ReadVariableOp/resource" -> "847 xception/block11_sepconv3_bn/ReadVariableOp"; +"847 xception/block11_sepconv3_bn/ReadVariableOp" -> "854 xception/block11_sepconv3_bn/FusedBatchNormV3"; +"848 xception/block11_sepconv3_bn/ReadVariableOp_1/resource" -> "849 xception/block11_sepconv3_bn/ReadVariableOp_1"; +"849 xception/block11_sepconv3_bn/ReadVariableOp_1" -> "854 xception/block11_sepconv3_bn/FusedBatchNormV3"; +"850 xception/block11_sepconv3_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "851 xception/block11_sepconv3_bn/FusedBatchNormV3/ReadVariableOp"; +"851 xception/block11_sepconv3_bn/FusedBatchNormV3/ReadVariableOp" -> "854 xception/block11_sepconv3_bn/FusedBatchNormV3"; +"852 xception/block11_sepconv3_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "853 xception/block11_sepconv3_bn/FusedBatchNormV3/ReadVariableOp_1"; +"853 xception/block11_sepconv3_bn/FusedBatchNormV3/ReadVariableOp_1" -> "854 xception/block11_sepconv3_bn/FusedBatchNormV3"; +"854 xception/block11_sepconv3_bn/FusedBatchNormV3" -> "855 xception/add_9/add"; +"855 xception/add_9/add" -> "856 xception/block12_sepconv1_act/Relu"; +"855 xception/add_9/add" -> "940 xception/add_10/add"; +"856 xception/block12_sepconv1_act/Relu" -> "873 xception/block12_sepconv1/separable_conv2d/depthwise"; +"857 xception/block12_sepconv1/Sigmoid/ReadVariableOp/resource" -> "858 xception/block12_sepconv1/Sigmoid/ReadVariableOp"; +"858 xception/block12_sepconv1/Sigmoid/ReadVariableOp" -> "859 xception/block12_sepconv1/Sigmoid"; +"859 xception/block12_sepconv1/Sigmoid" -> "860 xception/block12_sepconv1/Round"; +"860 xception/block12_sepconv1/Round" -> "863 xception/block12_sepconv1/mul"; +"861 xception/block12_sepconv1/ReadVariableOp/resource" -> "862 xception/block12_sepconv1/ReadVariableOp"; +"862 xception/block12_sepconv1/ReadVariableOp" -> "863 xception/block12_sepconv1/mul"; +"863 xception/block12_sepconv1/mul" -> "873 xception/block12_sepconv1/separable_conv2d/depthwise"; +"864 xception/block12_sepconv1/Sigmoid_1/ReadVariableOp/resource" -> "865 xception/block12_sepconv1/Sigmoid_1/ReadVariableOp"; +"865 xception/block12_sepconv1/Sigmoid_1/ReadVariableOp" -> "866 xception/block12_sepconv1/Sigmoid_1"; +"866 xception/block12_sepconv1/Sigmoid_1" -> "867 xception/block12_sepconv1/Round_1"; +"867 xception/block12_sepconv1/Round_1" -> "870 xception/block12_sepconv1/mul_1"; +"868 xception/block12_sepconv1/ReadVariableOp_1/resource" -> "869 xception/block12_sepconv1/ReadVariableOp_1"; +"869 xception/block12_sepconv1/ReadVariableOp_1" -> "870 xception/block12_sepconv1/mul_1"; +"870 xception/block12_sepconv1/mul_1" -> "874 xception/block12_sepconv1/separable_conv2d"; +"873 xception/block12_sepconv1/separable_conv2d/depthwise" -> "874 xception/block12_sepconv1/separable_conv2d"; +"874 xception/block12_sepconv1/separable_conv2d" -> "883 xception/block12_sepconv1_bn/FusedBatchNormV3"; +"875 xception/block12_sepconv1_bn/ReadVariableOp/resource" -> "876 xception/block12_sepconv1_bn/ReadVariableOp"; +"876 xception/block12_sepconv1_bn/ReadVariableOp" -> "883 xception/block12_sepconv1_bn/FusedBatchNormV3"; +"877 xception/block12_sepconv1_bn/ReadVariableOp_1/resource" -> "878 xception/block12_sepconv1_bn/ReadVariableOp_1"; +"878 xception/block12_sepconv1_bn/ReadVariableOp_1" -> "883 xception/block12_sepconv1_bn/FusedBatchNormV3"; +"879 xception/block12_sepconv1_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "880 xception/block12_sepconv1_bn/FusedBatchNormV3/ReadVariableOp"; +"880 xception/block12_sepconv1_bn/FusedBatchNormV3/ReadVariableOp" -> "883 xception/block12_sepconv1_bn/FusedBatchNormV3"; +"881 xception/block12_sepconv1_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "882 xception/block12_sepconv1_bn/FusedBatchNormV3/ReadVariableOp_1"; +"882 xception/block12_sepconv1_bn/FusedBatchNormV3/ReadVariableOp_1" -> "883 xception/block12_sepconv1_bn/FusedBatchNormV3"; +"883 xception/block12_sepconv1_bn/FusedBatchNormV3" -> "884 xception/block12_sepconv2_act/Relu"; +"884 xception/block12_sepconv2_act/Relu" -> "901 xception/block12_sepconv2/separable_conv2d/depthwise"; +"885 xception/block12_sepconv2/Sigmoid/ReadVariableOp/resource" -> "886 xception/block12_sepconv2/Sigmoid/ReadVariableOp"; +"886 xception/block12_sepconv2/Sigmoid/ReadVariableOp" -> "887 xception/block12_sepconv2/Sigmoid"; +"887 xception/block12_sepconv2/Sigmoid" -> "888 xception/block12_sepconv2/Round"; +"888 xception/block12_sepconv2/Round" -> "891 xception/block12_sepconv2/mul"; +"889 xception/block12_sepconv2/ReadVariableOp/resource" -> "890 xception/block12_sepconv2/ReadVariableOp"; +"890 xception/block12_sepconv2/ReadVariableOp" -> "891 xception/block12_sepconv2/mul"; +"891 xception/block12_sepconv2/mul" -> "901 xception/block12_sepconv2/separable_conv2d/depthwise"; +"892 xception/block12_sepconv2/Sigmoid_1/ReadVariableOp/resource" -> "893 xception/block12_sepconv2/Sigmoid_1/ReadVariableOp"; +"893 xception/block12_sepconv2/Sigmoid_1/ReadVariableOp" -> "894 xception/block12_sepconv2/Sigmoid_1"; +"894 xception/block12_sepconv2/Sigmoid_1" -> "895 xception/block12_sepconv2/Round_1"; +"895 xception/block12_sepconv2/Round_1" -> "898 xception/block12_sepconv2/mul_1"; +"896 xception/block12_sepconv2/ReadVariableOp_1/resource" -> "897 xception/block12_sepconv2/ReadVariableOp_1"; +"897 xception/block12_sepconv2/ReadVariableOp_1" -> "898 xception/block12_sepconv2/mul_1"; +"898 xception/block12_sepconv2/mul_1" -> "902 xception/block12_sepconv2/separable_conv2d"; +"901 xception/block12_sepconv2/separable_conv2d/depthwise" -> "902 xception/block12_sepconv2/separable_conv2d"; +"902 xception/block12_sepconv2/separable_conv2d" -> "911 xception/block12_sepconv2_bn/FusedBatchNormV3"; +"903 xception/block12_sepconv2_bn/ReadVariableOp/resource" -> "904 xception/block12_sepconv2_bn/ReadVariableOp"; +"904 xception/block12_sepconv2_bn/ReadVariableOp" -> "911 xception/block12_sepconv2_bn/FusedBatchNormV3"; +"905 xception/block12_sepconv2_bn/ReadVariableOp_1/resource" -> "906 xception/block12_sepconv2_bn/ReadVariableOp_1"; +"906 xception/block12_sepconv2_bn/ReadVariableOp_1" -> "911 xception/block12_sepconv2_bn/FusedBatchNormV3"; +"907 xception/block12_sepconv2_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "908 xception/block12_sepconv2_bn/FusedBatchNormV3/ReadVariableOp"; +"908 xception/block12_sepconv2_bn/FusedBatchNormV3/ReadVariableOp" -> "911 xception/block12_sepconv2_bn/FusedBatchNormV3"; +"909 xception/block12_sepconv2_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "910 xception/block12_sepconv2_bn/FusedBatchNormV3/ReadVariableOp_1"; +"910 xception/block12_sepconv2_bn/FusedBatchNormV3/ReadVariableOp_1" -> "911 xception/block12_sepconv2_bn/FusedBatchNormV3"; +"911 xception/block12_sepconv2_bn/FusedBatchNormV3" -> "912 xception/block12_sepconv3_act/Relu"; +"912 xception/block12_sepconv3_act/Relu" -> "929 xception/block12_sepconv3/separable_conv2d/depthwise"; +"913 xception/block12_sepconv3/Sigmoid/ReadVariableOp/resource" -> "914 xception/block12_sepconv3/Sigmoid/ReadVariableOp"; +"914 xception/block12_sepconv3/Sigmoid/ReadVariableOp" -> "915 xception/block12_sepconv3/Sigmoid"; +"915 xception/block12_sepconv3/Sigmoid" -> "916 xception/block12_sepconv3/Round"; +"916 xception/block12_sepconv3/Round" -> "919 xception/block12_sepconv3/mul"; +"917 xception/block12_sepconv3/ReadVariableOp/resource" -> "918 xception/block12_sepconv3/ReadVariableOp"; +"918 xception/block12_sepconv3/ReadVariableOp" -> "919 xception/block12_sepconv3/mul"; +"919 xception/block12_sepconv3/mul" -> "929 xception/block12_sepconv3/separable_conv2d/depthwise"; +"920 xception/block12_sepconv3/Sigmoid_1/ReadVariableOp/resource" -> "921 xception/block12_sepconv3/Sigmoid_1/ReadVariableOp"; +"921 xception/block12_sepconv3/Sigmoid_1/ReadVariableOp" -> "922 xception/block12_sepconv3/Sigmoid_1"; +"922 xception/block12_sepconv3/Sigmoid_1" -> "923 xception/block12_sepconv3/Round_1"; +"923 xception/block12_sepconv3/Round_1" -> "926 xception/block12_sepconv3/mul_1"; +"924 xception/block12_sepconv3/ReadVariableOp_1/resource" -> "925 xception/block12_sepconv3/ReadVariableOp_1"; +"925 xception/block12_sepconv3/ReadVariableOp_1" -> "926 xception/block12_sepconv3/mul_1"; +"926 xception/block12_sepconv3/mul_1" -> "930 xception/block12_sepconv3/separable_conv2d"; +"929 xception/block12_sepconv3/separable_conv2d/depthwise" -> "930 xception/block12_sepconv3/separable_conv2d"; +"930 xception/block12_sepconv3/separable_conv2d" -> "939 xception/block12_sepconv3_bn/FusedBatchNormV3"; +"931 xception/block12_sepconv3_bn/ReadVariableOp/resource" -> "932 xception/block12_sepconv3_bn/ReadVariableOp"; +"932 xception/block12_sepconv3_bn/ReadVariableOp" -> "939 xception/block12_sepconv3_bn/FusedBatchNormV3"; +"933 xception/block12_sepconv3_bn/ReadVariableOp_1/resource" -> "934 xception/block12_sepconv3_bn/ReadVariableOp_1"; +"934 xception/block12_sepconv3_bn/ReadVariableOp_1" -> "939 xception/block12_sepconv3_bn/FusedBatchNormV3"; +"935 xception/block12_sepconv3_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "936 xception/block12_sepconv3_bn/FusedBatchNormV3/ReadVariableOp"; +"936 xception/block12_sepconv3_bn/FusedBatchNormV3/ReadVariableOp" -> "939 xception/block12_sepconv3_bn/FusedBatchNormV3"; +"937 xception/block12_sepconv3_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "938 xception/block12_sepconv3_bn/FusedBatchNormV3/ReadVariableOp_1"; +"938 xception/block12_sepconv3_bn/FusedBatchNormV3/ReadVariableOp_1" -> "939 xception/block12_sepconv3_bn/FusedBatchNormV3"; +"939 xception/block12_sepconv3_bn/FusedBatchNormV3" -> "940 xception/add_10/add"; +"940 xception/add_10/add" -> "941 xception/block13_sepconv1_act/Relu"; +"940 xception/add_10/add" -> "995 xception/conv2d_3/Conv2D"; +"941 xception/block13_sepconv1_act/Relu" -> "958 xception/block13_sepconv1/separable_conv2d/depthwise"; +"942 xception/block13_sepconv1/Sigmoid/ReadVariableOp/resource" -> "943 xception/block13_sepconv1/Sigmoid/ReadVariableOp"; +"943 xception/block13_sepconv1/Sigmoid/ReadVariableOp" -> "944 xception/block13_sepconv1/Sigmoid"; +"944 xception/block13_sepconv1/Sigmoid" -> "945 xception/block13_sepconv1/Round"; +"945 xception/block13_sepconv1/Round" -> "948 xception/block13_sepconv1/mul"; +"946 xception/block13_sepconv1/ReadVariableOp/resource" -> "947 xception/block13_sepconv1/ReadVariableOp"; +"947 xception/block13_sepconv1/ReadVariableOp" -> "948 xception/block13_sepconv1/mul"; +"948 xception/block13_sepconv1/mul" -> "958 xception/block13_sepconv1/separable_conv2d/depthwise"; +"949 xception/block13_sepconv1/Sigmoid_1/ReadVariableOp/resource" -> "950 xception/block13_sepconv1/Sigmoid_1/ReadVariableOp"; +"950 xception/block13_sepconv1/Sigmoid_1/ReadVariableOp" -> "951 xception/block13_sepconv1/Sigmoid_1"; +"951 xception/block13_sepconv1/Sigmoid_1" -> "952 xception/block13_sepconv1/Round_1"; +"952 xception/block13_sepconv1/Round_1" -> "955 xception/block13_sepconv1/mul_1"; +"953 xception/block13_sepconv1/ReadVariableOp_1/resource" -> "954 xception/block13_sepconv1/ReadVariableOp_1"; +"954 xception/block13_sepconv1/ReadVariableOp_1" -> "955 xception/block13_sepconv1/mul_1"; +"955 xception/block13_sepconv1/mul_1" -> "959 xception/block13_sepconv1/separable_conv2d"; +"958 xception/block13_sepconv1/separable_conv2d/depthwise" -> "959 xception/block13_sepconv1/separable_conv2d"; +"959 xception/block13_sepconv1/separable_conv2d" -> "968 xception/block13_sepconv1_bn/FusedBatchNormV3"; +"960 xception/block13_sepconv1_bn/ReadVariableOp/resource" -> "961 xception/block13_sepconv1_bn/ReadVariableOp"; +"961 xception/block13_sepconv1_bn/ReadVariableOp" -> "968 xception/block13_sepconv1_bn/FusedBatchNormV3"; +"962 xception/block13_sepconv1_bn/ReadVariableOp_1/resource" -> "963 xception/block13_sepconv1_bn/ReadVariableOp_1"; +"963 xception/block13_sepconv1_bn/ReadVariableOp_1" -> "968 xception/block13_sepconv1_bn/FusedBatchNormV3"; +"964 xception/block13_sepconv1_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "965 xception/block13_sepconv1_bn/FusedBatchNormV3/ReadVariableOp"; +"965 xception/block13_sepconv1_bn/FusedBatchNormV3/ReadVariableOp" -> "968 xception/block13_sepconv1_bn/FusedBatchNormV3"; +"966 xception/block13_sepconv1_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "967 xception/block13_sepconv1_bn/FusedBatchNormV3/ReadVariableOp_1"; +"967 xception/block13_sepconv1_bn/FusedBatchNormV3/ReadVariableOp_1" -> "968 xception/block13_sepconv1_bn/FusedBatchNormV3"; +"968 xception/block13_sepconv1_bn/FusedBatchNormV3" -> "969 xception/block13_sepconv2_act/Relu"; +"969 xception/block13_sepconv2_act/Relu" -> "986 xception/block13_sepconv2/separable_conv2d/depthwise"; +"970 xception/block13_sepconv2/Sigmoid/ReadVariableOp/resource" -> "971 xception/block13_sepconv2/Sigmoid/ReadVariableOp"; +"971 xception/block13_sepconv2/Sigmoid/ReadVariableOp" -> "972 xception/block13_sepconv2/Sigmoid"; +"972 xception/block13_sepconv2/Sigmoid" -> "973 xception/block13_sepconv2/Round"; +"973 xception/block13_sepconv2/Round" -> "976 xception/block13_sepconv2/mul"; +"974 xception/block13_sepconv2/ReadVariableOp/resource" -> "975 xception/block13_sepconv2/ReadVariableOp"; +"975 xception/block13_sepconv2/ReadVariableOp" -> "976 xception/block13_sepconv2/mul"; +"976 xception/block13_sepconv2/mul" -> "986 xception/block13_sepconv2/separable_conv2d/depthwise"; +"977 xception/block13_sepconv2/Sigmoid_1/ReadVariableOp/resource" -> "978 xception/block13_sepconv2/Sigmoid_1/ReadVariableOp"; +"978 xception/block13_sepconv2/Sigmoid_1/ReadVariableOp" -> "979 xception/block13_sepconv2/Sigmoid_1"; +"979 xception/block13_sepconv2/Sigmoid_1" -> "980 xception/block13_sepconv2/Round_1"; +"980 xception/block13_sepconv2/Round_1" -> "983 xception/block13_sepconv2/mul_1"; +"981 xception/block13_sepconv2/ReadVariableOp_1/resource" -> "982 xception/block13_sepconv2/ReadVariableOp_1"; +"982 xception/block13_sepconv2/ReadVariableOp_1" -> "983 xception/block13_sepconv2/mul_1"; +"983 xception/block13_sepconv2/mul_1" -> "987 xception/block13_sepconv2/separable_conv2d"; +"986 xception/block13_sepconv2/separable_conv2d/depthwise" -> "987 xception/block13_sepconv2/separable_conv2d"; +"987 xception/block13_sepconv2/separable_conv2d" -> "1004 xception/block13_sepconv2_bn/FusedBatchNormV3"; +"988 xception/conv2d_3/Sigmoid/ReadVariableOp/resource" -> "989 xception/conv2d_3/Sigmoid/ReadVariableOp"; +"989 xception/conv2d_3/Sigmoid/ReadVariableOp" -> "990 xception/conv2d_3/Sigmoid"; +"990 xception/conv2d_3/Sigmoid" -> "991 xception/conv2d_3/Round"; +"991 xception/conv2d_3/Round" -> "994 xception/conv2d_3/mul"; +"992 xception/conv2d_3/ReadVariableOp/resource" -> "993 xception/conv2d_3/ReadVariableOp"; +"993 xception/conv2d_3/ReadVariableOp" -> "994 xception/conv2d_3/mul"; +"994 xception/conv2d_3/mul" -> "995 xception/conv2d_3/Conv2D"; +"995 xception/conv2d_3/Conv2D" -> "1014 xception/batch_normalization_3/FusedBatchNormV3"; +"996 xception/block13_sepconv2_bn/ReadVariableOp/resource" -> "997 xception/block13_sepconv2_bn/ReadVariableOp"; +"997 xception/block13_sepconv2_bn/ReadVariableOp" -> "1004 xception/block13_sepconv2_bn/FusedBatchNormV3"; +"998 xception/block13_sepconv2_bn/ReadVariableOp_1/resource" -> "999 xception/block13_sepconv2_bn/ReadVariableOp_1"; +"999 xception/block13_sepconv2_bn/ReadVariableOp_1" -> "1004 xception/block13_sepconv2_bn/FusedBatchNormV3"; +"1000 xception/block13_sepconv2_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "1001 xception/block13_sepconv2_bn/FusedBatchNormV3/ReadVariableOp"; +"1001 xception/block13_sepconv2_bn/FusedBatchNormV3/ReadVariableOp" -> "1004 xception/block13_sepconv2_bn/FusedBatchNormV3"; +"1002 xception/block13_sepconv2_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1003 xception/block13_sepconv2_bn/FusedBatchNormV3/ReadVariableOp_1"; +"1003 xception/block13_sepconv2_bn/FusedBatchNormV3/ReadVariableOp_1" -> "1004 xception/block13_sepconv2_bn/FusedBatchNormV3"; +"1004 xception/block13_sepconv2_bn/FusedBatchNormV3" -> "1005 xception/block13_pool/MaxPool"; +"1005 xception/block13_pool/MaxPool" -> "1015 xception/add_11/add"; +"1006 xception/batch_normalization_3/ReadVariableOp/resource" -> "1007 xception/batch_normalization_3/ReadVariableOp"; +"1007 xception/batch_normalization_3/ReadVariableOp" -> "1014 xception/batch_normalization_3/FusedBatchNormV3"; +"1008 xception/batch_normalization_3/ReadVariableOp_1/resource" -> "1009 xception/batch_normalization_3/ReadVariableOp_1"; +"1009 xception/batch_normalization_3/ReadVariableOp_1" -> "1014 xception/batch_normalization_3/FusedBatchNormV3"; +"1010 xception/batch_normalization_3/FusedBatchNormV3/ReadVariableOp/resource" -> "1011 xception/batch_normalization_3/FusedBatchNormV3/ReadVariableOp"; +"1011 xception/batch_normalization_3/FusedBatchNormV3/ReadVariableOp" -> "1014 xception/batch_normalization_3/FusedBatchNormV3"; +"1012 xception/batch_normalization_3/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1013 xception/batch_normalization_3/FusedBatchNormV3/ReadVariableOp_1"; +"1013 xception/batch_normalization_3/FusedBatchNormV3/ReadVariableOp_1" -> "1014 xception/batch_normalization_3/FusedBatchNormV3"; +"1014 xception/batch_normalization_3/FusedBatchNormV3" -> "1015 xception/add_11/add"; +"1015 xception/add_11/add" -> "1032 xception/block14_sepconv1/separable_conv2d/depthwise"; +"1016 xception/block14_sepconv1/Sigmoid/ReadVariableOp/resource" -> "1017 xception/block14_sepconv1/Sigmoid/ReadVariableOp"; +"1017 xception/block14_sepconv1/Sigmoid/ReadVariableOp" -> "1018 xception/block14_sepconv1/Sigmoid"; +"1018 xception/block14_sepconv1/Sigmoid" -> "1019 xception/block14_sepconv1/Round"; +"1019 xception/block14_sepconv1/Round" -> "1022 xception/block14_sepconv1/mul"; +"1020 xception/block14_sepconv1/ReadVariableOp/resource" -> "1021 xception/block14_sepconv1/ReadVariableOp"; +"1021 xception/block14_sepconv1/ReadVariableOp" -> "1022 xception/block14_sepconv1/mul"; +"1022 xception/block14_sepconv1/mul" -> "1032 xception/block14_sepconv1/separable_conv2d/depthwise"; +"1023 xception/block14_sepconv1/Sigmoid_1/ReadVariableOp/resource" -> "1024 xception/block14_sepconv1/Sigmoid_1/ReadVariableOp"; +"1024 xception/block14_sepconv1/Sigmoid_1/ReadVariableOp" -> "1025 xception/block14_sepconv1/Sigmoid_1"; +"1025 xception/block14_sepconv1/Sigmoid_1" -> "1026 xception/block14_sepconv1/Round_1"; +"1026 xception/block14_sepconv1/Round_1" -> "1029 xception/block14_sepconv1/mul_1"; +"1027 xception/block14_sepconv1/ReadVariableOp_1/resource" -> "1028 xception/block14_sepconv1/ReadVariableOp_1"; +"1028 xception/block14_sepconv1/ReadVariableOp_1" -> "1029 xception/block14_sepconv1/mul_1"; +"1029 xception/block14_sepconv1/mul_1" -> "1033 xception/block14_sepconv1/separable_conv2d"; +"1032 xception/block14_sepconv1/separable_conv2d/depthwise" -> "1033 xception/block14_sepconv1/separable_conv2d"; +"1033 xception/block14_sepconv1/separable_conv2d" -> "1042 xception/block14_sepconv1_bn/FusedBatchNormV3"; +"1034 xception/block14_sepconv1_bn/ReadVariableOp/resource" -> "1035 xception/block14_sepconv1_bn/ReadVariableOp"; +"1035 xception/block14_sepconv1_bn/ReadVariableOp" -> "1042 xception/block14_sepconv1_bn/FusedBatchNormV3"; +"1036 xception/block14_sepconv1_bn/ReadVariableOp_1/resource" -> "1037 xception/block14_sepconv1_bn/ReadVariableOp_1"; +"1037 xception/block14_sepconv1_bn/ReadVariableOp_1" -> "1042 xception/block14_sepconv1_bn/FusedBatchNormV3"; +"1038 xception/block14_sepconv1_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "1039 xception/block14_sepconv1_bn/FusedBatchNormV3/ReadVariableOp"; +"1039 xception/block14_sepconv1_bn/FusedBatchNormV3/ReadVariableOp" -> "1042 xception/block14_sepconv1_bn/FusedBatchNormV3"; +"1040 xception/block14_sepconv1_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1041 xception/block14_sepconv1_bn/FusedBatchNormV3/ReadVariableOp_1"; +"1041 xception/block14_sepconv1_bn/FusedBatchNormV3/ReadVariableOp_1" -> "1042 xception/block14_sepconv1_bn/FusedBatchNormV3"; +"1042 xception/block14_sepconv1_bn/FusedBatchNormV3" -> "1043 xception/block14_sepconv1_act/Relu"; +"1043 xception/block14_sepconv1_act/Relu" -> "1060 xception/block14_sepconv2/separable_conv2d/depthwise"; +"1044 xception/block14_sepconv2/Sigmoid/ReadVariableOp/resource" -> "1045 xception/block14_sepconv2/Sigmoid/ReadVariableOp"; +"1045 xception/block14_sepconv2/Sigmoid/ReadVariableOp" -> "1046 xception/block14_sepconv2/Sigmoid"; +"1046 xception/block14_sepconv2/Sigmoid" -> "1047 xception/block14_sepconv2/Round"; +"1047 xception/block14_sepconv2/Round" -> "1050 xception/block14_sepconv2/mul"; +"1048 xception/block14_sepconv2/ReadVariableOp/resource" -> "1049 xception/block14_sepconv2/ReadVariableOp"; +"1049 xception/block14_sepconv2/ReadVariableOp" -> "1050 xception/block14_sepconv2/mul"; +"1050 xception/block14_sepconv2/mul" -> "1060 xception/block14_sepconv2/separable_conv2d/depthwise"; +"1051 xception/block14_sepconv2/Sigmoid_1/ReadVariableOp/resource" -> "1052 xception/block14_sepconv2/Sigmoid_1/ReadVariableOp"; +"1052 xception/block14_sepconv2/Sigmoid_1/ReadVariableOp" -> "1053 xception/block14_sepconv2/Sigmoid_1"; +"1053 xception/block14_sepconv2/Sigmoid_1" -> "1054 xception/block14_sepconv2/Round_1"; +"1054 xception/block14_sepconv2/Round_1" -> "1057 xception/block14_sepconv2/mul_1"; +"1055 xception/block14_sepconv2/ReadVariableOp_1/resource" -> "1056 xception/block14_sepconv2/ReadVariableOp_1"; +"1056 xception/block14_sepconv2/ReadVariableOp_1" -> "1057 xception/block14_sepconv2/mul_1"; +"1057 xception/block14_sepconv2/mul_1" -> "1061 xception/block14_sepconv2/separable_conv2d"; +"1060 xception/block14_sepconv2/separable_conv2d/depthwise" -> "1061 xception/block14_sepconv2/separable_conv2d"; +"1061 xception/block14_sepconv2/separable_conv2d" -> "1070 xception/block14_sepconv2_bn/FusedBatchNormV3"; +"1062 xception/block14_sepconv2_bn/ReadVariableOp/resource" -> "1063 xception/block14_sepconv2_bn/ReadVariableOp"; +"1063 xception/block14_sepconv2_bn/ReadVariableOp" -> "1070 xception/block14_sepconv2_bn/FusedBatchNormV3"; +"1064 xception/block14_sepconv2_bn/ReadVariableOp_1/resource" -> "1065 xception/block14_sepconv2_bn/ReadVariableOp_1"; +"1065 xception/block14_sepconv2_bn/ReadVariableOp_1" -> "1070 xception/block14_sepconv2_bn/FusedBatchNormV3"; +"1066 xception/block14_sepconv2_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "1067 xception/block14_sepconv2_bn/FusedBatchNormV3/ReadVariableOp"; +"1067 xception/block14_sepconv2_bn/FusedBatchNormV3/ReadVariableOp" -> "1070 xception/block14_sepconv2_bn/FusedBatchNormV3"; +"1068 xception/block14_sepconv2_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1069 xception/block14_sepconv2_bn/FusedBatchNormV3/ReadVariableOp_1"; +"1069 xception/block14_sepconv2_bn/FusedBatchNormV3/ReadVariableOp_1" -> "1070 xception/block14_sepconv2_bn/FusedBatchNormV3"; +"1070 xception/block14_sepconv2_bn/FusedBatchNormV3" -> "1071 xception/block14_sepconv2_act/Relu"; +"1071 xception/block14_sepconv2_act/Relu" -> "1073 xception/avg_pool/Mean"; +"1072 xception/avg_pool/Mean/reduction_indices" -> "1073 xception/avg_pool/Mean"; +"1073 xception/avg_pool/Mean" -> "1081 xception/predictions/MatMul"; +"1074 xception/predictions/Sigmoid/ReadVariableOp/resource" -> "1075 xception/predictions/Sigmoid/ReadVariableOp"; +"1075 xception/predictions/Sigmoid/ReadVariableOp" -> "1076 xception/predictions/Sigmoid"; +"1076 xception/predictions/Sigmoid" -> "1077 xception/predictions/Round"; +"1077 xception/predictions/Round" -> "1080 xception/predictions/mul"; +"1078 xception/predictions/ReadVariableOp/resource" -> "1079 xception/predictions/ReadVariableOp"; +"1079 xception/predictions/ReadVariableOp" -> "1080 xception/predictions/mul"; +"1080 xception/predictions/mul" -> "1081 xception/predictions/MatMul"; +"1081 xception/predictions/MatMul" -> "1084 xception/predictions/BiasAdd"; +"1082 xception/predictions/BiasAdd/ReadVariableOp/resource" -> "1083 xception/predictions/BiasAdd/ReadVariableOp"; +"1083 xception/predictions/BiasAdd/ReadVariableOp" -> "1084 xception/predictions/BiasAdd"; +"1084 xception/predictions/BiasAdd" -> "1085 xception/predictions/Softmax"; +"1085 xception/predictions/Softmax" -> "1086 Identity"; +} diff --git a/tests/tensorflow/data/reference_graphs/2.11/sparsity/rb_sparsity/yolo_v4.dot b/tests/tensorflow/data/reference_graphs/2.11/sparsity/rb_sparsity/yolo_v4.dot deleted file mode 120000 index 08187530a99..00000000000 --- 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yolo_v4/sync_batch_normalization_1/batchnorm/add_1"; +"47 yolo_v4/sync_batch_normalization_1/batchnorm/ReadVariableOp_1/resource" -> "48 yolo_v4/sync_batch_normalization_1/batchnorm/ReadVariableOp_1"; +"48 yolo_v4/sync_batch_normalization_1/batchnorm/ReadVariableOp_1" -> "49 yolo_v4/sync_batch_normalization_1/batchnorm/mul_2"; +"49 yolo_v4/sync_batch_normalization_1/batchnorm/mul_2" -> "52 yolo_v4/sync_batch_normalization_1/batchnorm/sub"; +"50 yolo_v4/sync_batch_normalization_1/batchnorm/ReadVariableOp_2/resource" -> "51 yolo_v4/sync_batch_normalization_1/batchnorm/ReadVariableOp_2"; +"51 yolo_v4/sync_batch_normalization_1/batchnorm/ReadVariableOp_2" -> "52 yolo_v4/sync_batch_normalization_1/batchnorm/sub"; +"52 yolo_v4/sync_batch_normalization_1/batchnorm/sub" -> "53 yolo_v4/sync_batch_normalization_1/batchnorm/add_1"; +"53 yolo_v4/sync_batch_normalization_1/batchnorm/add_1" -> "54 yolo_v4/activation_1/Softplus"; +"53 yolo_v4/sync_batch_normalization_1/batchnorm/add_1" -> "56 yolo_v4/activation_1/mul"; +"54 yolo_v4/activation_1/Softplus" -> "55 yolo_v4/activation_1/Tanh"; +"55 yolo_v4/activation_1/Tanh" -> "56 yolo_v4/activation_1/mul"; +"56 yolo_v4/activation_1/mul" -> "64 yolo_v4/conv2d_3/Conv2D"; +"56 yolo_v4/activation_1/mul" -> "146 yolo_v4/conv2d_2/Conv2D"; +"57 yolo_v4/conv2d_3/Sigmoid/ReadVariableOp/resource" -> "58 yolo_v4/conv2d_3/Sigmoid/ReadVariableOp"; +"58 yolo_v4/conv2d_3/Sigmoid/ReadVariableOp" -> "59 yolo_v4/conv2d_3/Sigmoid"; +"59 yolo_v4/conv2d_3/Sigmoid" -> "60 yolo_v4/conv2d_3/Round"; +"60 yolo_v4/conv2d_3/Round" -> "63 yolo_v4/conv2d_3/mul"; +"61 yolo_v4/conv2d_3/ReadVariableOp/resource" -> "62 yolo_v4/conv2d_3/ReadVariableOp"; +"62 yolo_v4/conv2d_3/ReadVariableOp" -> "63 yolo_v4/conv2d_3/mul"; +"63 yolo_v4/conv2d_3/mul" -> "64 yolo_v4/conv2d_3/Conv2D"; +"64 yolo_v4/conv2d_3/Conv2D" -> "73 yolo_v4/sync_batch_normalization_3/batchnorm/mul_1"; +"65 yolo_v4/sync_batch_normalization_3/batchnorm/ReadVariableOp/resource" -> "66 yolo_v4/sync_batch_normalization_3/batchnorm/ReadVariableOp"; +"66 yolo_v4/sync_batch_normalization_3/batchnorm/ReadVariableOp" -> "68 yolo_v4/sync_batch_normalization_3/batchnorm/add"; +"67 yolo_v4/sync_batch_normalization_3/batchnorm/add/y" -> "68 yolo_v4/sync_batch_normalization_3/batchnorm/add"; +"68 yolo_v4/sync_batch_normalization_3/batchnorm/add" -> "69 yolo_v4/sync_batch_normalization_3/batchnorm/Rsqrt"; +"69 yolo_v4/sync_batch_normalization_3/batchnorm/Rsqrt" -> "72 yolo_v4/sync_batch_normalization_3/batchnorm/mul"; +"70 yolo_v4/sync_batch_normalization_3/batchnorm/mul/ReadVariableOp/resource" -> "71 yolo_v4/sync_batch_normalization_3/batchnorm/mul/ReadVariableOp"; +"71 yolo_v4/sync_batch_normalization_3/batchnorm/mul/ReadVariableOp" -> "72 yolo_v4/sync_batch_normalization_3/batchnorm/mul"; +"72 yolo_v4/sync_batch_normalization_3/batchnorm/mul" -> "73 yolo_v4/sync_batch_normalization_3/batchnorm/mul_1"; +"72 yolo_v4/sync_batch_normalization_3/batchnorm/mul" -> "76 yolo_v4/sync_batch_normalization_3/batchnorm/mul_2"; +"73 yolo_v4/sync_batch_normalization_3/batchnorm/mul_1" -> "80 yolo_v4/sync_batch_normalization_3/batchnorm/add_1"; +"74 yolo_v4/sync_batch_normalization_3/batchnorm/ReadVariableOp_1/resource" -> "75 yolo_v4/sync_batch_normalization_3/batchnorm/ReadVariableOp_1"; +"75 yolo_v4/sync_batch_normalization_3/batchnorm/ReadVariableOp_1" -> "76 yolo_v4/sync_batch_normalization_3/batchnorm/mul_2"; +"76 yolo_v4/sync_batch_normalization_3/batchnorm/mul_2" -> "79 yolo_v4/sync_batch_normalization_3/batchnorm/sub"; +"77 yolo_v4/sync_batch_normalization_3/batchnorm/ReadVariableOp_2/resource" -> "78 yolo_v4/sync_batch_normalization_3/batchnorm/ReadVariableOp_2"; +"78 yolo_v4/sync_batch_normalization_3/batchnorm/ReadVariableOp_2" -> "79 yolo_v4/sync_batch_normalization_3/batchnorm/sub"; +"79 yolo_v4/sync_batch_normalization_3/batchnorm/sub" -> "80 yolo_v4/sync_batch_normalization_3/batchnorm/add_1"; +"80 yolo_v4/sync_batch_normalization_3/batchnorm/add_1" -> "81 yolo_v4/activation_3/Softplus"; +"80 yolo_v4/sync_batch_normalization_3/batchnorm/add_1" -> "83 yolo_v4/activation_3/mul"; +"81 yolo_v4/activation_3/Softplus" -> "82 yolo_v4/activation_3/Tanh"; +"82 yolo_v4/activation_3/Tanh" -> "83 yolo_v4/activation_3/mul"; +"83 yolo_v4/activation_3/mul" -> "91 yolo_v4/conv2d_4/Conv2D"; +"83 yolo_v4/activation_3/mul" -> "138 yolo_v4/add/add"; +"84 yolo_v4/conv2d_4/Sigmoid/ReadVariableOp/resource" -> "85 yolo_v4/conv2d_4/Sigmoid/ReadVariableOp"; +"85 yolo_v4/conv2d_4/Sigmoid/ReadVariableOp" -> "86 yolo_v4/conv2d_4/Sigmoid"; +"86 yolo_v4/conv2d_4/Sigmoid" -> "87 yolo_v4/conv2d_4/Round"; +"87 yolo_v4/conv2d_4/Round" -> "90 yolo_v4/conv2d_4/mul"; +"88 yolo_v4/conv2d_4/ReadVariableOp/resource" -> "89 yolo_v4/conv2d_4/ReadVariableOp"; +"89 yolo_v4/conv2d_4/ReadVariableOp" -> "90 yolo_v4/conv2d_4/mul"; +"90 yolo_v4/conv2d_4/mul" -> "91 yolo_v4/conv2d_4/Conv2D"; +"91 yolo_v4/conv2d_4/Conv2D" -> "100 yolo_v4/sync_batch_normalization_4/batchnorm/mul_1"; +"92 yolo_v4/sync_batch_normalization_4/batchnorm/ReadVariableOp/resource" -> "93 yolo_v4/sync_batch_normalization_4/batchnorm/ReadVariableOp"; +"93 yolo_v4/sync_batch_normalization_4/batchnorm/ReadVariableOp" -> "95 yolo_v4/sync_batch_normalization_4/batchnorm/add"; +"94 yolo_v4/sync_batch_normalization_4/batchnorm/add/y" -> "95 yolo_v4/sync_batch_normalization_4/batchnorm/add"; +"95 yolo_v4/sync_batch_normalization_4/batchnorm/add" -> "96 yolo_v4/sync_batch_normalization_4/batchnorm/Rsqrt"; +"96 yolo_v4/sync_batch_normalization_4/batchnorm/Rsqrt" -> "99 yolo_v4/sync_batch_normalization_4/batchnorm/mul"; +"97 yolo_v4/sync_batch_normalization_4/batchnorm/mul/ReadVariableOp/resource" -> "98 yolo_v4/sync_batch_normalization_4/batchnorm/mul/ReadVariableOp"; +"98 yolo_v4/sync_batch_normalization_4/batchnorm/mul/ReadVariableOp" -> "99 yolo_v4/sync_batch_normalization_4/batchnorm/mul"; +"99 yolo_v4/sync_batch_normalization_4/batchnorm/mul" -> "100 yolo_v4/sync_batch_normalization_4/batchnorm/mul_1"; +"99 yolo_v4/sync_batch_normalization_4/batchnorm/mul" -> "103 yolo_v4/sync_batch_normalization_4/batchnorm/mul_2"; +"100 yolo_v4/sync_batch_normalization_4/batchnorm/mul_1" -> "107 yolo_v4/sync_batch_normalization_4/batchnorm/add_1"; +"101 yolo_v4/sync_batch_normalization_4/batchnorm/ReadVariableOp_1/resource" -> "102 yolo_v4/sync_batch_normalization_4/batchnorm/ReadVariableOp_1"; +"102 yolo_v4/sync_batch_normalization_4/batchnorm/ReadVariableOp_1" -> "103 yolo_v4/sync_batch_normalization_4/batchnorm/mul_2"; +"103 yolo_v4/sync_batch_normalization_4/batchnorm/mul_2" -> "106 yolo_v4/sync_batch_normalization_4/batchnorm/sub"; +"104 yolo_v4/sync_batch_normalization_4/batchnorm/ReadVariableOp_2/resource" -> "105 yolo_v4/sync_batch_normalization_4/batchnorm/ReadVariableOp_2"; +"105 yolo_v4/sync_batch_normalization_4/batchnorm/ReadVariableOp_2" -> "106 yolo_v4/sync_batch_normalization_4/batchnorm/sub"; +"106 yolo_v4/sync_batch_normalization_4/batchnorm/sub" -> "107 yolo_v4/sync_batch_normalization_4/batchnorm/add_1"; +"107 yolo_v4/sync_batch_normalization_4/batchnorm/add_1" -> "108 yolo_v4/activation_4/Softplus"; +"107 yolo_v4/sync_batch_normalization_4/batchnorm/add_1" -> "110 yolo_v4/activation_4/mul"; +"108 yolo_v4/activation_4/Softplus" -> "109 yolo_v4/activation_4/Tanh"; +"109 yolo_v4/activation_4/Tanh" -> "110 yolo_v4/activation_4/mul"; +"110 yolo_v4/activation_4/mul" -> "118 yolo_v4/conv2d_5/Conv2D"; +"111 yolo_v4/conv2d_5/Sigmoid/ReadVariableOp/resource" -> "112 yolo_v4/conv2d_5/Sigmoid/ReadVariableOp"; +"112 yolo_v4/conv2d_5/Sigmoid/ReadVariableOp" -> "113 yolo_v4/conv2d_5/Sigmoid"; +"113 yolo_v4/conv2d_5/Sigmoid" -> "114 yolo_v4/conv2d_5/Round"; +"114 yolo_v4/conv2d_5/Round" -> "117 yolo_v4/conv2d_5/mul"; +"115 yolo_v4/conv2d_5/ReadVariableOp/resource" -> "116 yolo_v4/conv2d_5/ReadVariableOp"; +"116 yolo_v4/conv2d_5/ReadVariableOp" -> "117 yolo_v4/conv2d_5/mul"; +"117 yolo_v4/conv2d_5/mul" -> "118 yolo_v4/conv2d_5/Conv2D"; +"118 yolo_v4/conv2d_5/Conv2D" -> "127 yolo_v4/sync_batch_normalization_5/batchnorm/mul_1"; +"119 yolo_v4/sync_batch_normalization_5/batchnorm/ReadVariableOp/resource" -> "120 yolo_v4/sync_batch_normalization_5/batchnorm/ReadVariableOp"; +"120 yolo_v4/sync_batch_normalization_5/batchnorm/ReadVariableOp" -> "122 yolo_v4/sync_batch_normalization_5/batchnorm/add"; +"121 yolo_v4/sync_batch_normalization_5/batchnorm/add/y" -> "122 yolo_v4/sync_batch_normalization_5/batchnorm/add"; +"122 yolo_v4/sync_batch_normalization_5/batchnorm/add" -> "123 yolo_v4/sync_batch_normalization_5/batchnorm/Rsqrt"; +"123 yolo_v4/sync_batch_normalization_5/batchnorm/Rsqrt" -> "126 yolo_v4/sync_batch_normalization_5/batchnorm/mul"; +"124 yolo_v4/sync_batch_normalization_5/batchnorm/mul/ReadVariableOp/resource" -> "125 yolo_v4/sync_batch_normalization_5/batchnorm/mul/ReadVariableOp"; +"125 yolo_v4/sync_batch_normalization_5/batchnorm/mul/ReadVariableOp" -> "126 yolo_v4/sync_batch_normalization_5/batchnorm/mul"; +"126 yolo_v4/sync_batch_normalization_5/batchnorm/mul" -> "127 yolo_v4/sync_batch_normalization_5/batchnorm/mul_1"; +"126 yolo_v4/sync_batch_normalization_5/batchnorm/mul" -> "130 yolo_v4/sync_batch_normalization_5/batchnorm/mul_2"; +"127 yolo_v4/sync_batch_normalization_5/batchnorm/mul_1" -> "134 yolo_v4/sync_batch_normalization_5/batchnorm/add_1"; +"128 yolo_v4/sync_batch_normalization_5/batchnorm/ReadVariableOp_1/resource" -> "129 yolo_v4/sync_batch_normalization_5/batchnorm/ReadVariableOp_1"; +"129 yolo_v4/sync_batch_normalization_5/batchnorm/ReadVariableOp_1" -> "130 yolo_v4/sync_batch_normalization_5/batchnorm/mul_2"; +"130 yolo_v4/sync_batch_normalization_5/batchnorm/mul_2" -> "133 yolo_v4/sync_batch_normalization_5/batchnorm/sub"; +"131 yolo_v4/sync_batch_normalization_5/batchnorm/ReadVariableOp_2/resource" -> "132 yolo_v4/sync_batch_normalization_5/batchnorm/ReadVariableOp_2"; +"132 yolo_v4/sync_batch_normalization_5/batchnorm/ReadVariableOp_2" -> "133 yolo_v4/sync_batch_normalization_5/batchnorm/sub"; +"133 yolo_v4/sync_batch_normalization_5/batchnorm/sub" -> "134 yolo_v4/sync_batch_normalization_5/batchnorm/add_1"; +"134 yolo_v4/sync_batch_normalization_5/batchnorm/add_1" -> "135 yolo_v4/activation_5/Softplus"; +"134 yolo_v4/sync_batch_normalization_5/batchnorm/add_1" -> "137 yolo_v4/activation_5/mul"; +"135 yolo_v4/activation_5/Softplus" -> "136 yolo_v4/activation_5/Tanh"; +"136 yolo_v4/activation_5/Tanh" -> "137 yolo_v4/activation_5/mul"; +"137 yolo_v4/activation_5/mul" -> "138 yolo_v4/add/add"; +"138 yolo_v4/add/add" -> "154 yolo_v4/conv2d_6/Conv2D"; +"139 yolo_v4/conv2d_2/Sigmoid/ReadVariableOp/resource" -> "140 yolo_v4/conv2d_2/Sigmoid/ReadVariableOp"; +"140 yolo_v4/conv2d_2/Sigmoid/ReadVariableOp" -> "141 yolo_v4/conv2d_2/Sigmoid"; +"141 yolo_v4/conv2d_2/Sigmoid" -> "142 yolo_v4/conv2d_2/Round"; +"142 yolo_v4/conv2d_2/Round" -> "145 yolo_v4/conv2d_2/mul"; +"143 yolo_v4/conv2d_2/ReadVariableOp/resource" -> "144 yolo_v4/conv2d_2/ReadVariableOp"; +"144 yolo_v4/conv2d_2/ReadVariableOp" -> "145 yolo_v4/conv2d_2/mul"; +"145 yolo_v4/conv2d_2/mul" -> "146 yolo_v4/conv2d_2/Conv2D"; +"146 yolo_v4/conv2d_2/Conv2D" -> "163 yolo_v4/sync_batch_normalization_2/batchnorm/mul_1"; +"147 yolo_v4/conv2d_6/Sigmoid/ReadVariableOp/resource" -> "148 yolo_v4/conv2d_6/Sigmoid/ReadVariableOp"; +"148 yolo_v4/conv2d_6/Sigmoid/ReadVariableOp" -> "149 yolo_v4/conv2d_6/Sigmoid"; +"149 yolo_v4/conv2d_6/Sigmoid" -> "150 yolo_v4/conv2d_6/Round"; +"150 yolo_v4/conv2d_6/Round" -> "153 yolo_v4/conv2d_6/mul"; +"151 yolo_v4/conv2d_6/ReadVariableOp/resource" -> "152 yolo_v4/conv2d_6/ReadVariableOp"; +"152 yolo_v4/conv2d_6/ReadVariableOp" -> "153 yolo_v4/conv2d_6/mul"; +"153 yolo_v4/conv2d_6/mul" -> "154 yolo_v4/conv2d_6/Conv2D"; +"154 yolo_v4/conv2d_6/Conv2D" -> "179 yolo_v4/sync_batch_normalization_6/batchnorm/mul_1"; +"155 yolo_v4/sync_batch_normalization_2/batchnorm/ReadVariableOp/resource" -> "156 yolo_v4/sync_batch_normalization_2/batchnorm/ReadVariableOp"; +"156 yolo_v4/sync_batch_normalization_2/batchnorm/ReadVariableOp" -> "158 yolo_v4/sync_batch_normalization_2/batchnorm/add"; +"157 yolo_v4/sync_batch_normalization_2/batchnorm/add/y" -> "158 yolo_v4/sync_batch_normalization_2/batchnorm/add"; +"158 yolo_v4/sync_batch_normalization_2/batchnorm/add" -> "159 yolo_v4/sync_batch_normalization_2/batchnorm/Rsqrt"; +"159 yolo_v4/sync_batch_normalization_2/batchnorm/Rsqrt" -> "162 yolo_v4/sync_batch_normalization_2/batchnorm/mul"; +"160 yolo_v4/sync_batch_normalization_2/batchnorm/mul/ReadVariableOp/resource" -> "161 yolo_v4/sync_batch_normalization_2/batchnorm/mul/ReadVariableOp"; +"161 yolo_v4/sync_batch_normalization_2/batchnorm/mul/ReadVariableOp" -> "162 yolo_v4/sync_batch_normalization_2/batchnorm/mul"; +"162 yolo_v4/sync_batch_normalization_2/batchnorm/mul" -> "163 yolo_v4/sync_batch_normalization_2/batchnorm/mul_1"; +"162 yolo_v4/sync_batch_normalization_2/batchnorm/mul" -> "166 yolo_v4/sync_batch_normalization_2/batchnorm/mul_2"; +"163 yolo_v4/sync_batch_normalization_2/batchnorm/mul_1" -> "170 yolo_v4/sync_batch_normalization_2/batchnorm/add_1"; +"164 yolo_v4/sync_batch_normalization_2/batchnorm/ReadVariableOp_1/resource" -> "165 yolo_v4/sync_batch_normalization_2/batchnorm/ReadVariableOp_1"; +"165 yolo_v4/sync_batch_normalization_2/batchnorm/ReadVariableOp_1" -> "166 yolo_v4/sync_batch_normalization_2/batchnorm/mul_2"; +"166 yolo_v4/sync_batch_normalization_2/batchnorm/mul_2" -> "169 yolo_v4/sync_batch_normalization_2/batchnorm/sub"; +"167 yolo_v4/sync_batch_normalization_2/batchnorm/ReadVariableOp_2/resource" -> "168 yolo_v4/sync_batch_normalization_2/batchnorm/ReadVariableOp_2"; +"168 yolo_v4/sync_batch_normalization_2/batchnorm/ReadVariableOp_2" -> "169 yolo_v4/sync_batch_normalization_2/batchnorm/sub"; +"169 yolo_v4/sync_batch_normalization_2/batchnorm/sub" -> "170 yolo_v4/sync_batch_normalization_2/batchnorm/add_1"; +"170 yolo_v4/sync_batch_normalization_2/batchnorm/add_1" -> "190 yolo_v4/activation_2/Softplus"; +"170 yolo_v4/sync_batch_normalization_2/batchnorm/add_1" -> "192 yolo_v4/activation_2/mul"; +"171 yolo_v4/sync_batch_normalization_6/batchnorm/ReadVariableOp/resource" -> "172 yolo_v4/sync_batch_normalization_6/batchnorm/ReadVariableOp"; +"172 yolo_v4/sync_batch_normalization_6/batchnorm/ReadVariableOp" -> "174 yolo_v4/sync_batch_normalization_6/batchnorm/add"; +"173 yolo_v4/sync_batch_normalization_6/batchnorm/add/y" -> "174 yolo_v4/sync_batch_normalization_6/batchnorm/add"; +"174 yolo_v4/sync_batch_normalization_6/batchnorm/add" -> "175 yolo_v4/sync_batch_normalization_6/batchnorm/Rsqrt"; +"175 yolo_v4/sync_batch_normalization_6/batchnorm/Rsqrt" -> "178 yolo_v4/sync_batch_normalization_6/batchnorm/mul"; +"176 yolo_v4/sync_batch_normalization_6/batchnorm/mul/ReadVariableOp/resource" -> "177 yolo_v4/sync_batch_normalization_6/batchnorm/mul/ReadVariableOp"; +"177 yolo_v4/sync_batch_normalization_6/batchnorm/mul/ReadVariableOp" -> "178 yolo_v4/sync_batch_normalization_6/batchnorm/mul"; +"178 yolo_v4/sync_batch_normalization_6/batchnorm/mul" -> "179 yolo_v4/sync_batch_normalization_6/batchnorm/mul_1"; +"178 yolo_v4/sync_batch_normalization_6/batchnorm/mul" -> "182 yolo_v4/sync_batch_normalization_6/batchnorm/mul_2"; +"179 yolo_v4/sync_batch_normalization_6/batchnorm/mul_1" -> "186 yolo_v4/sync_batch_normalization_6/batchnorm/add_1"; +"180 yolo_v4/sync_batch_normalization_6/batchnorm/ReadVariableOp_1/resource" -> "181 yolo_v4/sync_batch_normalization_6/batchnorm/ReadVariableOp_1"; +"181 yolo_v4/sync_batch_normalization_6/batchnorm/ReadVariableOp_1" -> "182 yolo_v4/sync_batch_normalization_6/batchnorm/mul_2"; +"182 yolo_v4/sync_batch_normalization_6/batchnorm/mul_2" -> "185 yolo_v4/sync_batch_normalization_6/batchnorm/sub"; +"183 yolo_v4/sync_batch_normalization_6/batchnorm/ReadVariableOp_2/resource" -> "184 yolo_v4/sync_batch_normalization_6/batchnorm/ReadVariableOp_2"; +"184 yolo_v4/sync_batch_normalization_6/batchnorm/ReadVariableOp_2" -> "185 yolo_v4/sync_batch_normalization_6/batchnorm/sub"; +"185 yolo_v4/sync_batch_normalization_6/batchnorm/sub" -> "186 yolo_v4/sync_batch_normalization_6/batchnorm/add_1"; +"186 yolo_v4/sync_batch_normalization_6/batchnorm/add_1" -> "187 yolo_v4/activation_6/Softplus"; +"186 yolo_v4/sync_batch_normalization_6/batchnorm/add_1" -> "189 yolo_v4/activation_6/mul"; +"187 yolo_v4/activation_6/Softplus" -> "188 yolo_v4/activation_6/Tanh"; +"188 yolo_v4/activation_6/Tanh" -> "189 yolo_v4/activation_6/mul"; +"189 yolo_v4/activation_6/mul" -> "194 yolo_v4/concatenate/concat"; +"190 yolo_v4/activation_2/Softplus" -> "191 yolo_v4/activation_2/Tanh"; +"191 yolo_v4/activation_2/Tanh" -> "192 yolo_v4/activation_2/mul"; +"192 yolo_v4/activation_2/mul" -> "194 yolo_v4/concatenate/concat"; +"193 yolo_v4/concatenate/concat/axis" -> "194 yolo_v4/concatenate/concat"; +"194 yolo_v4/concatenate/concat" -> "202 yolo_v4/conv2d_7/Conv2D"; +"195 yolo_v4/conv2d_7/Sigmoid/ReadVariableOp/resource" -> "196 yolo_v4/conv2d_7/Sigmoid/ReadVariableOp"; +"196 yolo_v4/conv2d_7/Sigmoid/ReadVariableOp" -> "197 yolo_v4/conv2d_7/Sigmoid"; +"197 yolo_v4/conv2d_7/Sigmoid" -> "198 yolo_v4/conv2d_7/Round"; +"198 yolo_v4/conv2d_7/Round" -> "201 yolo_v4/conv2d_7/mul"; +"199 yolo_v4/conv2d_7/ReadVariableOp/resource" -> "200 yolo_v4/conv2d_7/ReadVariableOp"; +"200 yolo_v4/conv2d_7/ReadVariableOp" -> "201 yolo_v4/conv2d_7/mul"; +"201 yolo_v4/conv2d_7/mul" -> "202 yolo_v4/conv2d_7/Conv2D"; +"202 yolo_v4/conv2d_7/Conv2D" -> "211 yolo_v4/sync_batch_normalization_7/batchnorm/mul_1"; +"203 yolo_v4/sync_batch_normalization_7/batchnorm/ReadVariableOp/resource" -> "204 yolo_v4/sync_batch_normalization_7/batchnorm/ReadVariableOp"; +"204 yolo_v4/sync_batch_normalization_7/batchnorm/ReadVariableOp" -> "206 yolo_v4/sync_batch_normalization_7/batchnorm/add"; +"205 yolo_v4/sync_batch_normalization_7/batchnorm/add/y" -> "206 yolo_v4/sync_batch_normalization_7/batchnorm/add"; +"206 yolo_v4/sync_batch_normalization_7/batchnorm/add" -> "207 yolo_v4/sync_batch_normalization_7/batchnorm/Rsqrt"; +"207 yolo_v4/sync_batch_normalization_7/batchnorm/Rsqrt" -> "210 yolo_v4/sync_batch_normalization_7/batchnorm/mul"; +"208 yolo_v4/sync_batch_normalization_7/batchnorm/mul/ReadVariableOp/resource" -> "209 yolo_v4/sync_batch_normalization_7/batchnorm/mul/ReadVariableOp"; +"209 yolo_v4/sync_batch_normalization_7/batchnorm/mul/ReadVariableOp" -> "210 yolo_v4/sync_batch_normalization_7/batchnorm/mul"; +"210 yolo_v4/sync_batch_normalization_7/batchnorm/mul" -> "211 yolo_v4/sync_batch_normalization_7/batchnorm/mul_1"; +"210 yolo_v4/sync_batch_normalization_7/batchnorm/mul" -> "214 yolo_v4/sync_batch_normalization_7/batchnorm/mul_2"; +"211 yolo_v4/sync_batch_normalization_7/batchnorm/mul_1" -> "218 yolo_v4/sync_batch_normalization_7/batchnorm/add_1"; +"212 yolo_v4/sync_batch_normalization_7/batchnorm/ReadVariableOp_1/resource" -> "213 yolo_v4/sync_batch_normalization_7/batchnorm/ReadVariableOp_1"; +"213 yolo_v4/sync_batch_normalization_7/batchnorm/ReadVariableOp_1" -> "214 yolo_v4/sync_batch_normalization_7/batchnorm/mul_2"; +"214 yolo_v4/sync_batch_normalization_7/batchnorm/mul_2" -> "217 yolo_v4/sync_batch_normalization_7/batchnorm/sub"; +"215 yolo_v4/sync_batch_normalization_7/batchnorm/ReadVariableOp_2/resource" -> "216 yolo_v4/sync_batch_normalization_7/batchnorm/ReadVariableOp_2"; +"216 yolo_v4/sync_batch_normalization_7/batchnorm/ReadVariableOp_2" -> "217 yolo_v4/sync_batch_normalization_7/batchnorm/sub"; +"217 yolo_v4/sync_batch_normalization_7/batchnorm/sub" -> "218 yolo_v4/sync_batch_normalization_7/batchnorm/add_1"; +"218 yolo_v4/sync_batch_normalization_7/batchnorm/add_1" -> "219 yolo_v4/activation_7/Softplus"; +"218 yolo_v4/sync_batch_normalization_7/batchnorm/add_1" -> "221 yolo_v4/activation_7/mul"; +"219 yolo_v4/activation_7/Softplus" -> "220 yolo_v4/activation_7/Tanh"; +"220 yolo_v4/activation_7/Tanh" -> "221 yolo_v4/activation_7/mul"; +"221 yolo_v4/activation_7/mul" -> "223 yolo_v4/zero_padding2d_1/Pad"; +"222 yolo_v4/zero_padding2d_1/Pad/paddings" -> "223 yolo_v4/zero_padding2d_1/Pad"; +"223 yolo_v4/zero_padding2d_1/Pad" -> "231 yolo_v4/conv2d_8/Conv2D"; +"224 yolo_v4/conv2d_8/Sigmoid/ReadVariableOp/resource" -> "225 yolo_v4/conv2d_8/Sigmoid/ReadVariableOp"; +"225 yolo_v4/conv2d_8/Sigmoid/ReadVariableOp" -> "226 yolo_v4/conv2d_8/Sigmoid"; +"226 yolo_v4/conv2d_8/Sigmoid" -> "227 yolo_v4/conv2d_8/Round"; +"227 yolo_v4/conv2d_8/Round" -> "230 yolo_v4/conv2d_8/mul"; +"228 yolo_v4/conv2d_8/ReadVariableOp/resource" -> "229 yolo_v4/conv2d_8/ReadVariableOp"; +"229 yolo_v4/conv2d_8/ReadVariableOp" -> "230 yolo_v4/conv2d_8/mul"; +"230 yolo_v4/conv2d_8/mul" -> "231 yolo_v4/conv2d_8/Conv2D"; +"231 yolo_v4/conv2d_8/Conv2D" -> "240 yolo_v4/sync_batch_normalization_8/batchnorm/mul_1"; +"232 yolo_v4/sync_batch_normalization_8/batchnorm/ReadVariableOp/resource" -> "233 yolo_v4/sync_batch_normalization_8/batchnorm/ReadVariableOp"; +"233 yolo_v4/sync_batch_normalization_8/batchnorm/ReadVariableOp" -> "235 yolo_v4/sync_batch_normalization_8/batchnorm/add"; +"234 yolo_v4/sync_batch_normalization_8/batchnorm/add/y" -> "235 yolo_v4/sync_batch_normalization_8/batchnorm/add"; +"235 yolo_v4/sync_batch_normalization_8/batchnorm/add" -> "236 yolo_v4/sync_batch_normalization_8/batchnorm/Rsqrt"; +"236 yolo_v4/sync_batch_normalization_8/batchnorm/Rsqrt" -> "239 yolo_v4/sync_batch_normalization_8/batchnorm/mul"; +"237 yolo_v4/sync_batch_normalization_8/batchnorm/mul/ReadVariableOp/resource" -> "238 yolo_v4/sync_batch_normalization_8/batchnorm/mul/ReadVariableOp"; +"238 yolo_v4/sync_batch_normalization_8/batchnorm/mul/ReadVariableOp" -> "239 yolo_v4/sync_batch_normalization_8/batchnorm/mul"; +"239 yolo_v4/sync_batch_normalization_8/batchnorm/mul" -> "240 yolo_v4/sync_batch_normalization_8/batchnorm/mul_1"; +"239 yolo_v4/sync_batch_normalization_8/batchnorm/mul" -> "243 yolo_v4/sync_batch_normalization_8/batchnorm/mul_2"; +"240 yolo_v4/sync_batch_normalization_8/batchnorm/mul_1" -> "247 yolo_v4/sync_batch_normalization_8/batchnorm/add_1"; +"241 yolo_v4/sync_batch_normalization_8/batchnorm/ReadVariableOp_1/resource" -> "242 yolo_v4/sync_batch_normalization_8/batchnorm/ReadVariableOp_1"; +"242 yolo_v4/sync_batch_normalization_8/batchnorm/ReadVariableOp_1" -> "243 yolo_v4/sync_batch_normalization_8/batchnorm/mul_2"; +"243 yolo_v4/sync_batch_normalization_8/batchnorm/mul_2" -> "246 yolo_v4/sync_batch_normalization_8/batchnorm/sub"; +"244 yolo_v4/sync_batch_normalization_8/batchnorm/ReadVariableOp_2/resource" -> "245 yolo_v4/sync_batch_normalization_8/batchnorm/ReadVariableOp_2"; +"245 yolo_v4/sync_batch_normalization_8/batchnorm/ReadVariableOp_2" -> "246 yolo_v4/sync_batch_normalization_8/batchnorm/sub"; +"246 yolo_v4/sync_batch_normalization_8/batchnorm/sub" -> "247 yolo_v4/sync_batch_normalization_8/batchnorm/add_1"; +"247 yolo_v4/sync_batch_normalization_8/batchnorm/add_1" -> "248 yolo_v4/activation_8/Softplus"; +"247 yolo_v4/sync_batch_normalization_8/batchnorm/add_1" -> "250 yolo_v4/activation_8/mul"; +"248 yolo_v4/activation_8/Softplus" -> "249 yolo_v4/activation_8/Tanh"; +"249 yolo_v4/activation_8/Tanh" -> "250 yolo_v4/activation_8/mul"; +"250 yolo_v4/activation_8/mul" -> "258 yolo_v4/conv2d_10/Conv2D"; +"250 yolo_v4/activation_8/mul" -> "395 yolo_v4/conv2d_9/Conv2D"; +"251 yolo_v4/conv2d_10/Sigmoid/ReadVariableOp/resource" -> "252 yolo_v4/conv2d_10/Sigmoid/ReadVariableOp"; +"252 yolo_v4/conv2d_10/Sigmoid/ReadVariableOp" -> "253 yolo_v4/conv2d_10/Sigmoid"; +"253 yolo_v4/conv2d_10/Sigmoid" -> "254 yolo_v4/conv2d_10/Round"; +"254 yolo_v4/conv2d_10/Round" -> "257 yolo_v4/conv2d_10/mul"; +"255 yolo_v4/conv2d_10/ReadVariableOp/resource" -> "256 yolo_v4/conv2d_10/ReadVariableOp"; +"256 yolo_v4/conv2d_10/ReadVariableOp" -> "257 yolo_v4/conv2d_10/mul"; +"257 yolo_v4/conv2d_10/mul" -> "258 yolo_v4/conv2d_10/Conv2D"; +"258 yolo_v4/conv2d_10/Conv2D" -> "267 yolo_v4/sync_batch_normalization_10/batchnorm/mul_1"; +"259 yolo_v4/sync_batch_normalization_10/batchnorm/ReadVariableOp/resource" -> "260 yolo_v4/sync_batch_normalization_10/batchnorm/ReadVariableOp"; +"260 yolo_v4/sync_batch_normalization_10/batchnorm/ReadVariableOp" -> "262 yolo_v4/sync_batch_normalization_10/batchnorm/add"; +"261 yolo_v4/sync_batch_normalization_10/batchnorm/add/y" -> "262 yolo_v4/sync_batch_normalization_10/batchnorm/add"; +"262 yolo_v4/sync_batch_normalization_10/batchnorm/add" -> "263 yolo_v4/sync_batch_normalization_10/batchnorm/Rsqrt"; +"263 yolo_v4/sync_batch_normalization_10/batchnorm/Rsqrt" -> "266 yolo_v4/sync_batch_normalization_10/batchnorm/mul"; +"264 yolo_v4/sync_batch_normalization_10/batchnorm/mul/ReadVariableOp/resource" -> "265 yolo_v4/sync_batch_normalization_10/batchnorm/mul/ReadVariableOp"; +"265 yolo_v4/sync_batch_normalization_10/batchnorm/mul/ReadVariableOp" -> "266 yolo_v4/sync_batch_normalization_10/batchnorm/mul"; +"266 yolo_v4/sync_batch_normalization_10/batchnorm/mul" -> "267 yolo_v4/sync_batch_normalization_10/batchnorm/mul_1"; +"266 yolo_v4/sync_batch_normalization_10/batchnorm/mul" -> "270 yolo_v4/sync_batch_normalization_10/batchnorm/mul_2"; +"267 yolo_v4/sync_batch_normalization_10/batchnorm/mul_1" -> "274 yolo_v4/sync_batch_normalization_10/batchnorm/add_1"; +"268 yolo_v4/sync_batch_normalization_10/batchnorm/ReadVariableOp_1/resource" -> "269 yolo_v4/sync_batch_normalization_10/batchnorm/ReadVariableOp_1"; +"269 yolo_v4/sync_batch_normalization_10/batchnorm/ReadVariableOp_1" -> "270 yolo_v4/sync_batch_normalization_10/batchnorm/mul_2"; +"270 yolo_v4/sync_batch_normalization_10/batchnorm/mul_2" -> "273 yolo_v4/sync_batch_normalization_10/batchnorm/sub"; +"271 yolo_v4/sync_batch_normalization_10/batchnorm/ReadVariableOp_2/resource" -> "272 yolo_v4/sync_batch_normalization_10/batchnorm/ReadVariableOp_2"; +"272 yolo_v4/sync_batch_normalization_10/batchnorm/ReadVariableOp_2" -> "273 yolo_v4/sync_batch_normalization_10/batchnorm/sub"; +"273 yolo_v4/sync_batch_normalization_10/batchnorm/sub" -> "274 yolo_v4/sync_batch_normalization_10/batchnorm/add_1"; +"274 yolo_v4/sync_batch_normalization_10/batchnorm/add_1" -> "275 yolo_v4/activation_10/Softplus"; +"274 yolo_v4/sync_batch_normalization_10/batchnorm/add_1" -> "277 yolo_v4/activation_10/mul"; +"275 yolo_v4/activation_10/Softplus" -> "276 yolo_v4/activation_10/Tanh"; +"276 yolo_v4/activation_10/Tanh" -> "277 yolo_v4/activation_10/mul"; +"277 yolo_v4/activation_10/mul" -> "285 yolo_v4/conv2d_11/Conv2D"; +"277 yolo_v4/activation_10/mul" -> "332 yolo_v4/add_1/add"; +"278 yolo_v4/conv2d_11/Sigmoid/ReadVariableOp/resource" -> "279 yolo_v4/conv2d_11/Sigmoid/ReadVariableOp"; +"279 yolo_v4/conv2d_11/Sigmoid/ReadVariableOp" -> "280 yolo_v4/conv2d_11/Sigmoid"; +"280 yolo_v4/conv2d_11/Sigmoid" -> "281 yolo_v4/conv2d_11/Round"; +"281 yolo_v4/conv2d_11/Round" -> "284 yolo_v4/conv2d_11/mul"; +"282 yolo_v4/conv2d_11/ReadVariableOp/resource" -> "283 yolo_v4/conv2d_11/ReadVariableOp"; +"283 yolo_v4/conv2d_11/ReadVariableOp" -> "284 yolo_v4/conv2d_11/mul"; +"284 yolo_v4/conv2d_11/mul" -> "285 yolo_v4/conv2d_11/Conv2D"; +"285 yolo_v4/conv2d_11/Conv2D" -> "294 yolo_v4/sync_batch_normalization_11/batchnorm/mul_1"; +"286 yolo_v4/sync_batch_normalization_11/batchnorm/ReadVariableOp/resource" -> "287 yolo_v4/sync_batch_normalization_11/batchnorm/ReadVariableOp"; +"287 yolo_v4/sync_batch_normalization_11/batchnorm/ReadVariableOp" -> "289 yolo_v4/sync_batch_normalization_11/batchnorm/add"; +"288 yolo_v4/sync_batch_normalization_11/batchnorm/add/y" -> "289 yolo_v4/sync_batch_normalization_11/batchnorm/add"; +"289 yolo_v4/sync_batch_normalization_11/batchnorm/add" -> "290 yolo_v4/sync_batch_normalization_11/batchnorm/Rsqrt"; +"290 yolo_v4/sync_batch_normalization_11/batchnorm/Rsqrt" -> "293 yolo_v4/sync_batch_normalization_11/batchnorm/mul"; +"291 yolo_v4/sync_batch_normalization_11/batchnorm/mul/ReadVariableOp/resource" -> "292 yolo_v4/sync_batch_normalization_11/batchnorm/mul/ReadVariableOp"; +"292 yolo_v4/sync_batch_normalization_11/batchnorm/mul/ReadVariableOp" -> "293 yolo_v4/sync_batch_normalization_11/batchnorm/mul"; +"293 yolo_v4/sync_batch_normalization_11/batchnorm/mul" -> "294 yolo_v4/sync_batch_normalization_11/batchnorm/mul_1"; +"293 yolo_v4/sync_batch_normalization_11/batchnorm/mul" -> "297 yolo_v4/sync_batch_normalization_11/batchnorm/mul_2"; +"294 yolo_v4/sync_batch_normalization_11/batchnorm/mul_1" -> "301 yolo_v4/sync_batch_normalization_11/batchnorm/add_1"; +"295 yolo_v4/sync_batch_normalization_11/batchnorm/ReadVariableOp_1/resource" -> "296 yolo_v4/sync_batch_normalization_11/batchnorm/ReadVariableOp_1"; +"296 yolo_v4/sync_batch_normalization_11/batchnorm/ReadVariableOp_1" -> "297 yolo_v4/sync_batch_normalization_11/batchnorm/mul_2"; +"297 yolo_v4/sync_batch_normalization_11/batchnorm/mul_2" -> "300 yolo_v4/sync_batch_normalization_11/batchnorm/sub"; +"298 yolo_v4/sync_batch_normalization_11/batchnorm/ReadVariableOp_2/resource" -> "299 yolo_v4/sync_batch_normalization_11/batchnorm/ReadVariableOp_2"; +"299 yolo_v4/sync_batch_normalization_11/batchnorm/ReadVariableOp_2" -> "300 yolo_v4/sync_batch_normalization_11/batchnorm/sub"; +"300 yolo_v4/sync_batch_normalization_11/batchnorm/sub" -> "301 yolo_v4/sync_batch_normalization_11/batchnorm/add_1"; +"301 yolo_v4/sync_batch_normalization_11/batchnorm/add_1" -> "302 yolo_v4/activation_11/Softplus"; +"301 yolo_v4/sync_batch_normalization_11/batchnorm/add_1" -> "304 yolo_v4/activation_11/mul"; +"302 yolo_v4/activation_11/Softplus" -> "303 yolo_v4/activation_11/Tanh"; +"303 yolo_v4/activation_11/Tanh" -> "304 yolo_v4/activation_11/mul"; +"304 yolo_v4/activation_11/mul" -> "312 yolo_v4/conv2d_12/Conv2D"; +"305 yolo_v4/conv2d_12/Sigmoid/ReadVariableOp/resource" -> "306 yolo_v4/conv2d_12/Sigmoid/ReadVariableOp"; +"306 yolo_v4/conv2d_12/Sigmoid/ReadVariableOp" -> "307 yolo_v4/conv2d_12/Sigmoid"; +"307 yolo_v4/conv2d_12/Sigmoid" -> "308 yolo_v4/conv2d_12/Round"; +"308 yolo_v4/conv2d_12/Round" -> "311 yolo_v4/conv2d_12/mul"; +"309 yolo_v4/conv2d_12/ReadVariableOp/resource" -> "310 yolo_v4/conv2d_12/ReadVariableOp"; +"310 yolo_v4/conv2d_12/ReadVariableOp" -> "311 yolo_v4/conv2d_12/mul"; +"311 yolo_v4/conv2d_12/mul" -> "312 yolo_v4/conv2d_12/Conv2D"; +"312 yolo_v4/conv2d_12/Conv2D" -> "321 yolo_v4/sync_batch_normalization_12/batchnorm/mul_1"; +"313 yolo_v4/sync_batch_normalization_12/batchnorm/ReadVariableOp/resource" -> "314 yolo_v4/sync_batch_normalization_12/batchnorm/ReadVariableOp"; +"314 yolo_v4/sync_batch_normalization_12/batchnorm/ReadVariableOp" -> "316 yolo_v4/sync_batch_normalization_12/batchnorm/add"; +"315 yolo_v4/sync_batch_normalization_12/batchnorm/add/y" -> "316 yolo_v4/sync_batch_normalization_12/batchnorm/add"; +"316 yolo_v4/sync_batch_normalization_12/batchnorm/add" -> "317 yolo_v4/sync_batch_normalization_12/batchnorm/Rsqrt"; +"317 yolo_v4/sync_batch_normalization_12/batchnorm/Rsqrt" -> "320 yolo_v4/sync_batch_normalization_12/batchnorm/mul"; +"318 yolo_v4/sync_batch_normalization_12/batchnorm/mul/ReadVariableOp/resource" -> "319 yolo_v4/sync_batch_normalization_12/batchnorm/mul/ReadVariableOp"; +"319 yolo_v4/sync_batch_normalization_12/batchnorm/mul/ReadVariableOp" -> "320 yolo_v4/sync_batch_normalization_12/batchnorm/mul"; +"320 yolo_v4/sync_batch_normalization_12/batchnorm/mul" -> "321 yolo_v4/sync_batch_normalization_12/batchnorm/mul_1"; +"320 yolo_v4/sync_batch_normalization_12/batchnorm/mul" -> "324 yolo_v4/sync_batch_normalization_12/batchnorm/mul_2"; +"321 yolo_v4/sync_batch_normalization_12/batchnorm/mul_1" -> "328 yolo_v4/sync_batch_normalization_12/batchnorm/add_1"; +"322 yolo_v4/sync_batch_normalization_12/batchnorm/ReadVariableOp_1/resource" -> "323 yolo_v4/sync_batch_normalization_12/batchnorm/ReadVariableOp_1"; +"323 yolo_v4/sync_batch_normalization_12/batchnorm/ReadVariableOp_1" -> "324 yolo_v4/sync_batch_normalization_12/batchnorm/mul_2"; +"324 yolo_v4/sync_batch_normalization_12/batchnorm/mul_2" -> "327 yolo_v4/sync_batch_normalization_12/batchnorm/sub"; +"325 yolo_v4/sync_batch_normalization_12/batchnorm/ReadVariableOp_2/resource" -> "326 yolo_v4/sync_batch_normalization_12/batchnorm/ReadVariableOp_2"; +"326 yolo_v4/sync_batch_normalization_12/batchnorm/ReadVariableOp_2" -> "327 yolo_v4/sync_batch_normalization_12/batchnorm/sub"; +"327 yolo_v4/sync_batch_normalization_12/batchnorm/sub" -> "328 yolo_v4/sync_batch_normalization_12/batchnorm/add_1"; +"328 yolo_v4/sync_batch_normalization_12/batchnorm/add_1" -> "329 yolo_v4/activation_12/Softplus"; +"328 yolo_v4/sync_batch_normalization_12/batchnorm/add_1" -> "331 yolo_v4/activation_12/mul"; +"329 yolo_v4/activation_12/Softplus" -> "330 yolo_v4/activation_12/Tanh"; +"330 yolo_v4/activation_12/Tanh" -> "331 yolo_v4/activation_12/mul"; +"331 yolo_v4/activation_12/mul" -> "332 yolo_v4/add_1/add"; +"332 yolo_v4/add_1/add" -> "340 yolo_v4/conv2d_13/Conv2D"; +"332 yolo_v4/add_1/add" -> "387 yolo_v4/add_2/add"; +"333 yolo_v4/conv2d_13/Sigmoid/ReadVariableOp/resource" -> "334 yolo_v4/conv2d_13/Sigmoid/ReadVariableOp"; +"334 yolo_v4/conv2d_13/Sigmoid/ReadVariableOp" -> "335 yolo_v4/conv2d_13/Sigmoid"; +"335 yolo_v4/conv2d_13/Sigmoid" -> "336 yolo_v4/conv2d_13/Round"; +"336 yolo_v4/conv2d_13/Round" -> "339 yolo_v4/conv2d_13/mul"; +"337 yolo_v4/conv2d_13/ReadVariableOp/resource" -> "338 yolo_v4/conv2d_13/ReadVariableOp"; +"338 yolo_v4/conv2d_13/ReadVariableOp" -> "339 yolo_v4/conv2d_13/mul"; +"339 yolo_v4/conv2d_13/mul" -> "340 yolo_v4/conv2d_13/Conv2D"; +"340 yolo_v4/conv2d_13/Conv2D" -> "349 yolo_v4/sync_batch_normalization_13/batchnorm/mul_1"; +"341 yolo_v4/sync_batch_normalization_13/batchnorm/ReadVariableOp/resource" -> "342 yolo_v4/sync_batch_normalization_13/batchnorm/ReadVariableOp"; +"342 yolo_v4/sync_batch_normalization_13/batchnorm/ReadVariableOp" -> "344 yolo_v4/sync_batch_normalization_13/batchnorm/add"; +"343 yolo_v4/sync_batch_normalization_13/batchnorm/add/y" -> "344 yolo_v4/sync_batch_normalization_13/batchnorm/add"; +"344 yolo_v4/sync_batch_normalization_13/batchnorm/add" -> "345 yolo_v4/sync_batch_normalization_13/batchnorm/Rsqrt"; +"345 yolo_v4/sync_batch_normalization_13/batchnorm/Rsqrt" -> "348 yolo_v4/sync_batch_normalization_13/batchnorm/mul"; +"346 yolo_v4/sync_batch_normalization_13/batchnorm/mul/ReadVariableOp/resource" -> "347 yolo_v4/sync_batch_normalization_13/batchnorm/mul/ReadVariableOp"; +"347 yolo_v4/sync_batch_normalization_13/batchnorm/mul/ReadVariableOp" -> "348 yolo_v4/sync_batch_normalization_13/batchnorm/mul"; +"348 yolo_v4/sync_batch_normalization_13/batchnorm/mul" -> "349 yolo_v4/sync_batch_normalization_13/batchnorm/mul_1"; +"348 yolo_v4/sync_batch_normalization_13/batchnorm/mul" -> "352 yolo_v4/sync_batch_normalization_13/batchnorm/mul_2"; +"349 yolo_v4/sync_batch_normalization_13/batchnorm/mul_1" -> "356 yolo_v4/sync_batch_normalization_13/batchnorm/add_1"; +"350 yolo_v4/sync_batch_normalization_13/batchnorm/ReadVariableOp_1/resource" -> "351 yolo_v4/sync_batch_normalization_13/batchnorm/ReadVariableOp_1"; +"351 yolo_v4/sync_batch_normalization_13/batchnorm/ReadVariableOp_1" -> "352 yolo_v4/sync_batch_normalization_13/batchnorm/mul_2"; +"352 yolo_v4/sync_batch_normalization_13/batchnorm/mul_2" -> "355 yolo_v4/sync_batch_normalization_13/batchnorm/sub"; +"353 yolo_v4/sync_batch_normalization_13/batchnorm/ReadVariableOp_2/resource" -> "354 yolo_v4/sync_batch_normalization_13/batchnorm/ReadVariableOp_2"; +"354 yolo_v4/sync_batch_normalization_13/batchnorm/ReadVariableOp_2" -> "355 yolo_v4/sync_batch_normalization_13/batchnorm/sub"; +"355 yolo_v4/sync_batch_normalization_13/batchnorm/sub" -> "356 yolo_v4/sync_batch_normalization_13/batchnorm/add_1"; +"356 yolo_v4/sync_batch_normalization_13/batchnorm/add_1" -> "357 yolo_v4/activation_13/Softplus"; +"356 yolo_v4/sync_batch_normalization_13/batchnorm/add_1" -> "359 yolo_v4/activation_13/mul"; +"357 yolo_v4/activation_13/Softplus" -> "358 yolo_v4/activation_13/Tanh"; +"358 yolo_v4/activation_13/Tanh" -> "359 yolo_v4/activation_13/mul"; +"359 yolo_v4/activation_13/mul" -> "367 yolo_v4/conv2d_14/Conv2D"; +"360 yolo_v4/conv2d_14/Sigmoid/ReadVariableOp/resource" -> "361 yolo_v4/conv2d_14/Sigmoid/ReadVariableOp"; +"361 yolo_v4/conv2d_14/Sigmoid/ReadVariableOp" -> "362 yolo_v4/conv2d_14/Sigmoid"; +"362 yolo_v4/conv2d_14/Sigmoid" -> "363 yolo_v4/conv2d_14/Round"; +"363 yolo_v4/conv2d_14/Round" -> "366 yolo_v4/conv2d_14/mul"; +"364 yolo_v4/conv2d_14/ReadVariableOp/resource" -> "365 yolo_v4/conv2d_14/ReadVariableOp"; +"365 yolo_v4/conv2d_14/ReadVariableOp" -> "366 yolo_v4/conv2d_14/mul"; +"366 yolo_v4/conv2d_14/mul" -> "367 yolo_v4/conv2d_14/Conv2D"; +"367 yolo_v4/conv2d_14/Conv2D" -> "376 yolo_v4/sync_batch_normalization_14/batchnorm/mul_1"; +"368 yolo_v4/sync_batch_normalization_14/batchnorm/ReadVariableOp/resource" -> "369 yolo_v4/sync_batch_normalization_14/batchnorm/ReadVariableOp"; +"369 yolo_v4/sync_batch_normalization_14/batchnorm/ReadVariableOp" -> "371 yolo_v4/sync_batch_normalization_14/batchnorm/add"; +"370 yolo_v4/sync_batch_normalization_14/batchnorm/add/y" -> "371 yolo_v4/sync_batch_normalization_14/batchnorm/add"; +"371 yolo_v4/sync_batch_normalization_14/batchnorm/add" -> "372 yolo_v4/sync_batch_normalization_14/batchnorm/Rsqrt"; +"372 yolo_v4/sync_batch_normalization_14/batchnorm/Rsqrt" -> "375 yolo_v4/sync_batch_normalization_14/batchnorm/mul"; +"373 yolo_v4/sync_batch_normalization_14/batchnorm/mul/ReadVariableOp/resource" -> "374 yolo_v4/sync_batch_normalization_14/batchnorm/mul/ReadVariableOp"; +"374 yolo_v4/sync_batch_normalization_14/batchnorm/mul/ReadVariableOp" -> "375 yolo_v4/sync_batch_normalization_14/batchnorm/mul"; +"375 yolo_v4/sync_batch_normalization_14/batchnorm/mul" -> "376 yolo_v4/sync_batch_normalization_14/batchnorm/mul_1"; +"375 yolo_v4/sync_batch_normalization_14/batchnorm/mul" -> "379 yolo_v4/sync_batch_normalization_14/batchnorm/mul_2"; +"376 yolo_v4/sync_batch_normalization_14/batchnorm/mul_1" -> "383 yolo_v4/sync_batch_normalization_14/batchnorm/add_1"; +"377 yolo_v4/sync_batch_normalization_14/batchnorm/ReadVariableOp_1/resource" -> "378 yolo_v4/sync_batch_normalization_14/batchnorm/ReadVariableOp_1"; +"378 yolo_v4/sync_batch_normalization_14/batchnorm/ReadVariableOp_1" -> "379 yolo_v4/sync_batch_normalization_14/batchnorm/mul_2"; +"379 yolo_v4/sync_batch_normalization_14/batchnorm/mul_2" -> "382 yolo_v4/sync_batch_normalization_14/batchnorm/sub"; +"380 yolo_v4/sync_batch_normalization_14/batchnorm/ReadVariableOp_2/resource" -> "381 yolo_v4/sync_batch_normalization_14/batchnorm/ReadVariableOp_2"; +"381 yolo_v4/sync_batch_normalization_14/batchnorm/ReadVariableOp_2" -> "382 yolo_v4/sync_batch_normalization_14/batchnorm/sub"; +"382 yolo_v4/sync_batch_normalization_14/batchnorm/sub" -> "383 yolo_v4/sync_batch_normalization_14/batchnorm/add_1"; +"383 yolo_v4/sync_batch_normalization_14/batchnorm/add_1" -> "384 yolo_v4/activation_14/Softplus"; +"383 yolo_v4/sync_batch_normalization_14/batchnorm/add_1" -> "386 yolo_v4/activation_14/mul"; +"384 yolo_v4/activation_14/Softplus" -> "385 yolo_v4/activation_14/Tanh"; +"385 yolo_v4/activation_14/Tanh" -> "386 yolo_v4/activation_14/mul"; +"386 yolo_v4/activation_14/mul" -> "387 yolo_v4/add_2/add"; +"387 yolo_v4/add_2/add" -> "403 yolo_v4/conv2d_15/Conv2D"; +"388 yolo_v4/conv2d_9/Sigmoid/ReadVariableOp/resource" -> "389 yolo_v4/conv2d_9/Sigmoid/ReadVariableOp"; +"389 yolo_v4/conv2d_9/Sigmoid/ReadVariableOp" -> "390 yolo_v4/conv2d_9/Sigmoid"; +"390 yolo_v4/conv2d_9/Sigmoid" -> "391 yolo_v4/conv2d_9/Round"; +"391 yolo_v4/conv2d_9/Round" -> "394 yolo_v4/conv2d_9/mul"; +"392 yolo_v4/conv2d_9/ReadVariableOp/resource" -> "393 yolo_v4/conv2d_9/ReadVariableOp"; +"393 yolo_v4/conv2d_9/ReadVariableOp" -> "394 yolo_v4/conv2d_9/mul"; +"394 yolo_v4/conv2d_9/mul" -> "395 yolo_v4/conv2d_9/Conv2D"; +"395 yolo_v4/conv2d_9/Conv2D" -> "412 yolo_v4/sync_batch_normalization_9/batchnorm/mul_1"; +"396 yolo_v4/conv2d_15/Sigmoid/ReadVariableOp/resource" -> "397 yolo_v4/conv2d_15/Sigmoid/ReadVariableOp"; +"397 yolo_v4/conv2d_15/Sigmoid/ReadVariableOp" -> "398 yolo_v4/conv2d_15/Sigmoid"; +"398 yolo_v4/conv2d_15/Sigmoid" -> "399 yolo_v4/conv2d_15/Round"; +"399 yolo_v4/conv2d_15/Round" -> "402 yolo_v4/conv2d_15/mul"; +"400 yolo_v4/conv2d_15/ReadVariableOp/resource" -> "401 yolo_v4/conv2d_15/ReadVariableOp"; +"401 yolo_v4/conv2d_15/ReadVariableOp" -> "402 yolo_v4/conv2d_15/mul"; +"402 yolo_v4/conv2d_15/mul" -> "403 yolo_v4/conv2d_15/Conv2D"; +"403 yolo_v4/conv2d_15/Conv2D" -> "428 yolo_v4/sync_batch_normalization_15/batchnorm/mul_1"; +"404 yolo_v4/sync_batch_normalization_9/batchnorm/ReadVariableOp/resource" -> "405 yolo_v4/sync_batch_normalization_9/batchnorm/ReadVariableOp"; +"405 yolo_v4/sync_batch_normalization_9/batchnorm/ReadVariableOp" -> "407 yolo_v4/sync_batch_normalization_9/batchnorm/add"; +"406 yolo_v4/sync_batch_normalization_9/batchnorm/add/y" -> "407 yolo_v4/sync_batch_normalization_9/batchnorm/add"; +"407 yolo_v4/sync_batch_normalization_9/batchnorm/add" -> "408 yolo_v4/sync_batch_normalization_9/batchnorm/Rsqrt"; +"408 yolo_v4/sync_batch_normalization_9/batchnorm/Rsqrt" -> "411 yolo_v4/sync_batch_normalization_9/batchnorm/mul"; +"409 yolo_v4/sync_batch_normalization_9/batchnorm/mul/ReadVariableOp/resource" -> "410 yolo_v4/sync_batch_normalization_9/batchnorm/mul/ReadVariableOp"; +"410 yolo_v4/sync_batch_normalization_9/batchnorm/mul/ReadVariableOp" -> "411 yolo_v4/sync_batch_normalization_9/batchnorm/mul"; +"411 yolo_v4/sync_batch_normalization_9/batchnorm/mul" -> "412 yolo_v4/sync_batch_normalization_9/batchnorm/mul_1"; +"411 yolo_v4/sync_batch_normalization_9/batchnorm/mul" -> "415 yolo_v4/sync_batch_normalization_9/batchnorm/mul_2"; +"412 yolo_v4/sync_batch_normalization_9/batchnorm/mul_1" -> "419 yolo_v4/sync_batch_normalization_9/batchnorm/add_1"; +"413 yolo_v4/sync_batch_normalization_9/batchnorm/ReadVariableOp_1/resource" -> "414 yolo_v4/sync_batch_normalization_9/batchnorm/ReadVariableOp_1"; +"414 yolo_v4/sync_batch_normalization_9/batchnorm/ReadVariableOp_1" -> "415 yolo_v4/sync_batch_normalization_9/batchnorm/mul_2"; +"415 yolo_v4/sync_batch_normalization_9/batchnorm/mul_2" -> "418 yolo_v4/sync_batch_normalization_9/batchnorm/sub"; +"416 yolo_v4/sync_batch_normalization_9/batchnorm/ReadVariableOp_2/resource" -> "417 yolo_v4/sync_batch_normalization_9/batchnorm/ReadVariableOp_2"; +"417 yolo_v4/sync_batch_normalization_9/batchnorm/ReadVariableOp_2" -> "418 yolo_v4/sync_batch_normalization_9/batchnorm/sub"; +"418 yolo_v4/sync_batch_normalization_9/batchnorm/sub" -> "419 yolo_v4/sync_batch_normalization_9/batchnorm/add_1"; +"419 yolo_v4/sync_batch_normalization_9/batchnorm/add_1" -> "439 yolo_v4/activation_9/Softplus"; +"419 yolo_v4/sync_batch_normalization_9/batchnorm/add_1" -> "441 yolo_v4/activation_9/mul"; +"420 yolo_v4/sync_batch_normalization_15/batchnorm/ReadVariableOp/resource" -> "421 yolo_v4/sync_batch_normalization_15/batchnorm/ReadVariableOp"; +"421 yolo_v4/sync_batch_normalization_15/batchnorm/ReadVariableOp" -> "423 yolo_v4/sync_batch_normalization_15/batchnorm/add"; +"422 yolo_v4/sync_batch_normalization_15/batchnorm/add/y" -> "423 yolo_v4/sync_batch_normalization_15/batchnorm/add"; +"423 yolo_v4/sync_batch_normalization_15/batchnorm/add" -> "424 yolo_v4/sync_batch_normalization_15/batchnorm/Rsqrt"; +"424 yolo_v4/sync_batch_normalization_15/batchnorm/Rsqrt" -> "427 yolo_v4/sync_batch_normalization_15/batchnorm/mul"; +"425 yolo_v4/sync_batch_normalization_15/batchnorm/mul/ReadVariableOp/resource" -> "426 yolo_v4/sync_batch_normalization_15/batchnorm/mul/ReadVariableOp"; +"426 yolo_v4/sync_batch_normalization_15/batchnorm/mul/ReadVariableOp" -> "427 yolo_v4/sync_batch_normalization_15/batchnorm/mul"; +"427 yolo_v4/sync_batch_normalization_15/batchnorm/mul" -> "428 yolo_v4/sync_batch_normalization_15/batchnorm/mul_1"; +"427 yolo_v4/sync_batch_normalization_15/batchnorm/mul" -> "431 yolo_v4/sync_batch_normalization_15/batchnorm/mul_2"; +"428 yolo_v4/sync_batch_normalization_15/batchnorm/mul_1" -> "435 yolo_v4/sync_batch_normalization_15/batchnorm/add_1"; +"429 yolo_v4/sync_batch_normalization_15/batchnorm/ReadVariableOp_1/resource" -> "430 yolo_v4/sync_batch_normalization_15/batchnorm/ReadVariableOp_1"; +"430 yolo_v4/sync_batch_normalization_15/batchnorm/ReadVariableOp_1" -> "431 yolo_v4/sync_batch_normalization_15/batchnorm/mul_2"; +"431 yolo_v4/sync_batch_normalization_15/batchnorm/mul_2" -> "434 yolo_v4/sync_batch_normalization_15/batchnorm/sub"; +"432 yolo_v4/sync_batch_normalization_15/batchnorm/ReadVariableOp_2/resource" -> "433 yolo_v4/sync_batch_normalization_15/batchnorm/ReadVariableOp_2"; +"433 yolo_v4/sync_batch_normalization_15/batchnorm/ReadVariableOp_2" -> "434 yolo_v4/sync_batch_normalization_15/batchnorm/sub"; +"434 yolo_v4/sync_batch_normalization_15/batchnorm/sub" -> "435 yolo_v4/sync_batch_normalization_15/batchnorm/add_1"; +"435 yolo_v4/sync_batch_normalization_15/batchnorm/add_1" -> "436 yolo_v4/activation_15/Softplus"; +"435 yolo_v4/sync_batch_normalization_15/batchnorm/add_1" -> "438 yolo_v4/activation_15/mul"; +"436 yolo_v4/activation_15/Softplus" -> "437 yolo_v4/activation_15/Tanh"; +"437 yolo_v4/activation_15/Tanh" -> "438 yolo_v4/activation_15/mul"; +"438 yolo_v4/activation_15/mul" -> "443 yolo_v4/concatenate_1/concat"; +"439 yolo_v4/activation_9/Softplus" -> "440 yolo_v4/activation_9/Tanh"; +"440 yolo_v4/activation_9/Tanh" -> "441 yolo_v4/activation_9/mul"; +"441 yolo_v4/activation_9/mul" -> "443 yolo_v4/concatenate_1/concat"; +"442 yolo_v4/concatenate_1/concat/axis" -> "443 yolo_v4/concatenate_1/concat"; +"443 yolo_v4/concatenate_1/concat" -> "451 yolo_v4/conv2d_16/Conv2D"; +"444 yolo_v4/conv2d_16/Sigmoid/ReadVariableOp/resource" -> "445 yolo_v4/conv2d_16/Sigmoid/ReadVariableOp"; +"445 yolo_v4/conv2d_16/Sigmoid/ReadVariableOp" -> "446 yolo_v4/conv2d_16/Sigmoid"; +"446 yolo_v4/conv2d_16/Sigmoid" -> "447 yolo_v4/conv2d_16/Round"; +"447 yolo_v4/conv2d_16/Round" -> "450 yolo_v4/conv2d_16/mul"; +"448 yolo_v4/conv2d_16/ReadVariableOp/resource" -> "449 yolo_v4/conv2d_16/ReadVariableOp"; +"449 yolo_v4/conv2d_16/ReadVariableOp" -> "450 yolo_v4/conv2d_16/mul"; +"450 yolo_v4/conv2d_16/mul" -> "451 yolo_v4/conv2d_16/Conv2D"; +"451 yolo_v4/conv2d_16/Conv2D" -> "460 yolo_v4/sync_batch_normalization_16/batchnorm/mul_1"; +"452 yolo_v4/sync_batch_normalization_16/batchnorm/ReadVariableOp/resource" -> "453 yolo_v4/sync_batch_normalization_16/batchnorm/ReadVariableOp"; +"453 yolo_v4/sync_batch_normalization_16/batchnorm/ReadVariableOp" -> "455 yolo_v4/sync_batch_normalization_16/batchnorm/add"; +"454 yolo_v4/sync_batch_normalization_16/batchnorm/add/y" -> "455 yolo_v4/sync_batch_normalization_16/batchnorm/add"; +"455 yolo_v4/sync_batch_normalization_16/batchnorm/add" -> "456 yolo_v4/sync_batch_normalization_16/batchnorm/Rsqrt"; +"456 yolo_v4/sync_batch_normalization_16/batchnorm/Rsqrt" -> "459 yolo_v4/sync_batch_normalization_16/batchnorm/mul"; +"457 yolo_v4/sync_batch_normalization_16/batchnorm/mul/ReadVariableOp/resource" -> "458 yolo_v4/sync_batch_normalization_16/batchnorm/mul/ReadVariableOp"; +"458 yolo_v4/sync_batch_normalization_16/batchnorm/mul/ReadVariableOp" -> "459 yolo_v4/sync_batch_normalization_16/batchnorm/mul"; +"459 yolo_v4/sync_batch_normalization_16/batchnorm/mul" -> "460 yolo_v4/sync_batch_normalization_16/batchnorm/mul_1"; +"459 yolo_v4/sync_batch_normalization_16/batchnorm/mul" -> "463 yolo_v4/sync_batch_normalization_16/batchnorm/mul_2"; +"460 yolo_v4/sync_batch_normalization_16/batchnorm/mul_1" -> "467 yolo_v4/sync_batch_normalization_16/batchnorm/add_1"; +"461 yolo_v4/sync_batch_normalization_16/batchnorm/ReadVariableOp_1/resource" -> "462 yolo_v4/sync_batch_normalization_16/batchnorm/ReadVariableOp_1"; +"462 yolo_v4/sync_batch_normalization_16/batchnorm/ReadVariableOp_1" -> "463 yolo_v4/sync_batch_normalization_16/batchnorm/mul_2"; +"463 yolo_v4/sync_batch_normalization_16/batchnorm/mul_2" -> "466 yolo_v4/sync_batch_normalization_16/batchnorm/sub"; +"464 yolo_v4/sync_batch_normalization_16/batchnorm/ReadVariableOp_2/resource" -> "465 yolo_v4/sync_batch_normalization_16/batchnorm/ReadVariableOp_2"; +"465 yolo_v4/sync_batch_normalization_16/batchnorm/ReadVariableOp_2" -> "466 yolo_v4/sync_batch_normalization_16/batchnorm/sub"; +"466 yolo_v4/sync_batch_normalization_16/batchnorm/sub" -> "467 yolo_v4/sync_batch_normalization_16/batchnorm/add_1"; +"467 yolo_v4/sync_batch_normalization_16/batchnorm/add_1" -> "468 yolo_v4/activation_16/Softplus"; +"467 yolo_v4/sync_batch_normalization_16/batchnorm/add_1" -> "470 yolo_v4/activation_16/mul"; +"468 yolo_v4/activation_16/Softplus" -> "469 yolo_v4/activation_16/Tanh"; +"469 yolo_v4/activation_16/Tanh" -> "470 yolo_v4/activation_16/mul"; +"470 yolo_v4/activation_16/mul" -> "472 yolo_v4/zero_padding2d_2/Pad"; +"471 yolo_v4/zero_padding2d_2/Pad/paddings" -> "472 yolo_v4/zero_padding2d_2/Pad"; +"472 yolo_v4/zero_padding2d_2/Pad" -> "480 yolo_v4/conv2d_17/Conv2D"; +"473 yolo_v4/conv2d_17/Sigmoid/ReadVariableOp/resource" -> "474 yolo_v4/conv2d_17/Sigmoid/ReadVariableOp"; +"474 yolo_v4/conv2d_17/Sigmoid/ReadVariableOp" -> "475 yolo_v4/conv2d_17/Sigmoid"; +"475 yolo_v4/conv2d_17/Sigmoid" -> "476 yolo_v4/conv2d_17/Round"; +"476 yolo_v4/conv2d_17/Round" -> "479 yolo_v4/conv2d_17/mul"; +"477 yolo_v4/conv2d_17/ReadVariableOp/resource" -> "478 yolo_v4/conv2d_17/ReadVariableOp"; +"478 yolo_v4/conv2d_17/ReadVariableOp" -> "479 yolo_v4/conv2d_17/mul"; +"479 yolo_v4/conv2d_17/mul" -> "480 yolo_v4/conv2d_17/Conv2D"; +"480 yolo_v4/conv2d_17/Conv2D" -> "489 yolo_v4/sync_batch_normalization_17/batchnorm/mul_1"; +"481 yolo_v4/sync_batch_normalization_17/batchnorm/ReadVariableOp/resource" -> "482 yolo_v4/sync_batch_normalization_17/batchnorm/ReadVariableOp"; +"482 yolo_v4/sync_batch_normalization_17/batchnorm/ReadVariableOp" -> "484 yolo_v4/sync_batch_normalization_17/batchnorm/add"; +"483 yolo_v4/sync_batch_normalization_17/batchnorm/add/y" -> "484 yolo_v4/sync_batch_normalization_17/batchnorm/add"; +"484 yolo_v4/sync_batch_normalization_17/batchnorm/add" -> "485 yolo_v4/sync_batch_normalization_17/batchnorm/Rsqrt"; +"485 yolo_v4/sync_batch_normalization_17/batchnorm/Rsqrt" -> "488 yolo_v4/sync_batch_normalization_17/batchnorm/mul"; +"486 yolo_v4/sync_batch_normalization_17/batchnorm/mul/ReadVariableOp/resource" -> "487 yolo_v4/sync_batch_normalization_17/batchnorm/mul/ReadVariableOp"; +"487 yolo_v4/sync_batch_normalization_17/batchnorm/mul/ReadVariableOp" -> "488 yolo_v4/sync_batch_normalization_17/batchnorm/mul"; +"488 yolo_v4/sync_batch_normalization_17/batchnorm/mul" -> "489 yolo_v4/sync_batch_normalization_17/batchnorm/mul_1"; +"488 yolo_v4/sync_batch_normalization_17/batchnorm/mul" -> "492 yolo_v4/sync_batch_normalization_17/batchnorm/mul_2"; +"489 yolo_v4/sync_batch_normalization_17/batchnorm/mul_1" -> "496 yolo_v4/sync_batch_normalization_17/batchnorm/add_1"; +"490 yolo_v4/sync_batch_normalization_17/batchnorm/ReadVariableOp_1/resource" -> "491 yolo_v4/sync_batch_normalization_17/batchnorm/ReadVariableOp_1"; +"491 yolo_v4/sync_batch_normalization_17/batchnorm/ReadVariableOp_1" -> "492 yolo_v4/sync_batch_normalization_17/batchnorm/mul_2"; +"492 yolo_v4/sync_batch_normalization_17/batchnorm/mul_2" -> "495 yolo_v4/sync_batch_normalization_17/batchnorm/sub"; +"493 yolo_v4/sync_batch_normalization_17/batchnorm/ReadVariableOp_2/resource" -> "494 yolo_v4/sync_batch_normalization_17/batchnorm/ReadVariableOp_2"; +"494 yolo_v4/sync_batch_normalization_17/batchnorm/ReadVariableOp_2" -> "495 yolo_v4/sync_batch_normalization_17/batchnorm/sub"; +"495 yolo_v4/sync_batch_normalization_17/batchnorm/sub" -> "496 yolo_v4/sync_batch_normalization_17/batchnorm/add_1"; +"496 yolo_v4/sync_batch_normalization_17/batchnorm/add_1" -> "497 yolo_v4/activation_17/Softplus"; +"496 yolo_v4/sync_batch_normalization_17/batchnorm/add_1" -> "499 yolo_v4/activation_17/mul"; +"497 yolo_v4/activation_17/Softplus" -> "498 yolo_v4/activation_17/Tanh"; +"498 yolo_v4/activation_17/Tanh" -> "499 yolo_v4/activation_17/mul"; +"499 yolo_v4/activation_17/mul" -> "507 yolo_v4/conv2d_19/Conv2D"; +"499 yolo_v4/activation_17/mul" -> "974 yolo_v4/conv2d_18/Conv2D"; +"500 yolo_v4/conv2d_19/Sigmoid/ReadVariableOp/resource" -> "501 yolo_v4/conv2d_19/Sigmoid/ReadVariableOp"; +"501 yolo_v4/conv2d_19/Sigmoid/ReadVariableOp" -> "502 yolo_v4/conv2d_19/Sigmoid"; +"502 yolo_v4/conv2d_19/Sigmoid" -> "503 yolo_v4/conv2d_19/Round"; +"503 yolo_v4/conv2d_19/Round" -> "506 yolo_v4/conv2d_19/mul"; +"504 yolo_v4/conv2d_19/ReadVariableOp/resource" -> "505 yolo_v4/conv2d_19/ReadVariableOp"; +"505 yolo_v4/conv2d_19/ReadVariableOp" -> "506 yolo_v4/conv2d_19/mul"; +"506 yolo_v4/conv2d_19/mul" -> "507 yolo_v4/conv2d_19/Conv2D"; +"507 yolo_v4/conv2d_19/Conv2D" -> "516 yolo_v4/sync_batch_normalization_19/batchnorm/mul_1"; +"508 yolo_v4/sync_batch_normalization_19/batchnorm/ReadVariableOp/resource" -> "509 yolo_v4/sync_batch_normalization_19/batchnorm/ReadVariableOp"; +"509 yolo_v4/sync_batch_normalization_19/batchnorm/ReadVariableOp" -> "511 yolo_v4/sync_batch_normalization_19/batchnorm/add"; +"510 yolo_v4/sync_batch_normalization_19/batchnorm/add/y" -> "511 yolo_v4/sync_batch_normalization_19/batchnorm/add"; +"511 yolo_v4/sync_batch_normalization_19/batchnorm/add" -> "512 yolo_v4/sync_batch_normalization_19/batchnorm/Rsqrt"; +"512 yolo_v4/sync_batch_normalization_19/batchnorm/Rsqrt" -> "515 yolo_v4/sync_batch_normalization_19/batchnorm/mul"; +"513 yolo_v4/sync_batch_normalization_19/batchnorm/mul/ReadVariableOp/resource" -> "514 yolo_v4/sync_batch_normalization_19/batchnorm/mul/ReadVariableOp"; +"514 yolo_v4/sync_batch_normalization_19/batchnorm/mul/ReadVariableOp" -> "515 yolo_v4/sync_batch_normalization_19/batchnorm/mul"; +"515 yolo_v4/sync_batch_normalization_19/batchnorm/mul" -> "516 yolo_v4/sync_batch_normalization_19/batchnorm/mul_1"; +"515 yolo_v4/sync_batch_normalization_19/batchnorm/mul" -> "519 yolo_v4/sync_batch_normalization_19/batchnorm/mul_2"; +"516 yolo_v4/sync_batch_normalization_19/batchnorm/mul_1" -> "523 yolo_v4/sync_batch_normalization_19/batchnorm/add_1"; +"517 yolo_v4/sync_batch_normalization_19/batchnorm/ReadVariableOp_1/resource" -> "518 yolo_v4/sync_batch_normalization_19/batchnorm/ReadVariableOp_1"; +"518 yolo_v4/sync_batch_normalization_19/batchnorm/ReadVariableOp_1" -> "519 yolo_v4/sync_batch_normalization_19/batchnorm/mul_2"; +"519 yolo_v4/sync_batch_normalization_19/batchnorm/mul_2" -> "522 yolo_v4/sync_batch_normalization_19/batchnorm/sub"; +"520 yolo_v4/sync_batch_normalization_19/batchnorm/ReadVariableOp_2/resource" -> "521 yolo_v4/sync_batch_normalization_19/batchnorm/ReadVariableOp_2"; +"521 yolo_v4/sync_batch_normalization_19/batchnorm/ReadVariableOp_2" -> "522 yolo_v4/sync_batch_normalization_19/batchnorm/sub"; +"522 yolo_v4/sync_batch_normalization_19/batchnorm/sub" -> "523 yolo_v4/sync_batch_normalization_19/batchnorm/add_1"; +"523 yolo_v4/sync_batch_normalization_19/batchnorm/add_1" -> "524 yolo_v4/activation_19/Softplus"; +"523 yolo_v4/sync_batch_normalization_19/batchnorm/add_1" -> "526 yolo_v4/activation_19/mul"; +"524 yolo_v4/activation_19/Softplus" -> "525 yolo_v4/activation_19/Tanh"; +"525 yolo_v4/activation_19/Tanh" -> "526 yolo_v4/activation_19/mul"; +"526 yolo_v4/activation_19/mul" -> "534 yolo_v4/conv2d_20/Conv2D"; +"526 yolo_v4/activation_19/mul" -> "581 yolo_v4/add_3/add"; +"527 yolo_v4/conv2d_20/Sigmoid/ReadVariableOp/resource" -> "528 yolo_v4/conv2d_20/Sigmoid/ReadVariableOp"; +"528 yolo_v4/conv2d_20/Sigmoid/ReadVariableOp" -> "529 yolo_v4/conv2d_20/Sigmoid"; +"529 yolo_v4/conv2d_20/Sigmoid" -> "530 yolo_v4/conv2d_20/Round"; +"530 yolo_v4/conv2d_20/Round" -> "533 yolo_v4/conv2d_20/mul"; +"531 yolo_v4/conv2d_20/ReadVariableOp/resource" -> "532 yolo_v4/conv2d_20/ReadVariableOp"; +"532 yolo_v4/conv2d_20/ReadVariableOp" -> "533 yolo_v4/conv2d_20/mul"; +"533 yolo_v4/conv2d_20/mul" -> "534 yolo_v4/conv2d_20/Conv2D"; +"534 yolo_v4/conv2d_20/Conv2D" -> "543 yolo_v4/sync_batch_normalization_20/batchnorm/mul_1"; +"535 yolo_v4/sync_batch_normalization_20/batchnorm/ReadVariableOp/resource" -> "536 yolo_v4/sync_batch_normalization_20/batchnorm/ReadVariableOp"; +"536 yolo_v4/sync_batch_normalization_20/batchnorm/ReadVariableOp" -> "538 yolo_v4/sync_batch_normalization_20/batchnorm/add"; +"537 yolo_v4/sync_batch_normalization_20/batchnorm/add/y" -> "538 yolo_v4/sync_batch_normalization_20/batchnorm/add"; +"538 yolo_v4/sync_batch_normalization_20/batchnorm/add" -> "539 yolo_v4/sync_batch_normalization_20/batchnorm/Rsqrt"; +"539 yolo_v4/sync_batch_normalization_20/batchnorm/Rsqrt" -> "542 yolo_v4/sync_batch_normalization_20/batchnorm/mul"; +"540 yolo_v4/sync_batch_normalization_20/batchnorm/mul/ReadVariableOp/resource" -> "541 yolo_v4/sync_batch_normalization_20/batchnorm/mul/ReadVariableOp"; +"541 yolo_v4/sync_batch_normalization_20/batchnorm/mul/ReadVariableOp" -> "542 yolo_v4/sync_batch_normalization_20/batchnorm/mul"; +"542 yolo_v4/sync_batch_normalization_20/batchnorm/mul" -> "543 yolo_v4/sync_batch_normalization_20/batchnorm/mul_1"; +"542 yolo_v4/sync_batch_normalization_20/batchnorm/mul" -> "546 yolo_v4/sync_batch_normalization_20/batchnorm/mul_2"; +"543 yolo_v4/sync_batch_normalization_20/batchnorm/mul_1" -> "550 yolo_v4/sync_batch_normalization_20/batchnorm/add_1"; +"544 yolo_v4/sync_batch_normalization_20/batchnorm/ReadVariableOp_1/resource" -> "545 yolo_v4/sync_batch_normalization_20/batchnorm/ReadVariableOp_1"; +"545 yolo_v4/sync_batch_normalization_20/batchnorm/ReadVariableOp_1" -> "546 yolo_v4/sync_batch_normalization_20/batchnorm/mul_2"; +"546 yolo_v4/sync_batch_normalization_20/batchnorm/mul_2" -> "549 yolo_v4/sync_batch_normalization_20/batchnorm/sub"; +"547 yolo_v4/sync_batch_normalization_20/batchnorm/ReadVariableOp_2/resource" -> "548 yolo_v4/sync_batch_normalization_20/batchnorm/ReadVariableOp_2"; +"548 yolo_v4/sync_batch_normalization_20/batchnorm/ReadVariableOp_2" -> "549 yolo_v4/sync_batch_normalization_20/batchnorm/sub"; +"549 yolo_v4/sync_batch_normalization_20/batchnorm/sub" -> "550 yolo_v4/sync_batch_normalization_20/batchnorm/add_1"; +"550 yolo_v4/sync_batch_normalization_20/batchnorm/add_1" -> "551 yolo_v4/activation_20/Softplus"; +"550 yolo_v4/sync_batch_normalization_20/batchnorm/add_1" -> "553 yolo_v4/activation_20/mul"; +"551 yolo_v4/activation_20/Softplus" -> "552 yolo_v4/activation_20/Tanh"; +"552 yolo_v4/activation_20/Tanh" -> "553 yolo_v4/activation_20/mul"; +"553 yolo_v4/activation_20/mul" -> "561 yolo_v4/conv2d_21/Conv2D"; +"554 yolo_v4/conv2d_21/Sigmoid/ReadVariableOp/resource" -> "555 yolo_v4/conv2d_21/Sigmoid/ReadVariableOp"; +"555 yolo_v4/conv2d_21/Sigmoid/ReadVariableOp" -> "556 yolo_v4/conv2d_21/Sigmoid"; +"556 yolo_v4/conv2d_21/Sigmoid" -> "557 yolo_v4/conv2d_21/Round"; +"557 yolo_v4/conv2d_21/Round" -> "560 yolo_v4/conv2d_21/mul"; +"558 yolo_v4/conv2d_21/ReadVariableOp/resource" -> "559 yolo_v4/conv2d_21/ReadVariableOp"; +"559 yolo_v4/conv2d_21/ReadVariableOp" -> "560 yolo_v4/conv2d_21/mul"; +"560 yolo_v4/conv2d_21/mul" -> "561 yolo_v4/conv2d_21/Conv2D"; +"561 yolo_v4/conv2d_21/Conv2D" -> "570 yolo_v4/sync_batch_normalization_21/batchnorm/mul_1"; +"562 yolo_v4/sync_batch_normalization_21/batchnorm/ReadVariableOp/resource" -> "563 yolo_v4/sync_batch_normalization_21/batchnorm/ReadVariableOp"; +"563 yolo_v4/sync_batch_normalization_21/batchnorm/ReadVariableOp" -> "565 yolo_v4/sync_batch_normalization_21/batchnorm/add"; +"564 yolo_v4/sync_batch_normalization_21/batchnorm/add/y" -> "565 yolo_v4/sync_batch_normalization_21/batchnorm/add"; +"565 yolo_v4/sync_batch_normalization_21/batchnorm/add" -> "566 yolo_v4/sync_batch_normalization_21/batchnorm/Rsqrt"; +"566 yolo_v4/sync_batch_normalization_21/batchnorm/Rsqrt" -> "569 yolo_v4/sync_batch_normalization_21/batchnorm/mul"; +"567 yolo_v4/sync_batch_normalization_21/batchnorm/mul/ReadVariableOp/resource" -> "568 yolo_v4/sync_batch_normalization_21/batchnorm/mul/ReadVariableOp"; +"568 yolo_v4/sync_batch_normalization_21/batchnorm/mul/ReadVariableOp" -> "569 yolo_v4/sync_batch_normalization_21/batchnorm/mul"; +"569 yolo_v4/sync_batch_normalization_21/batchnorm/mul" -> "570 yolo_v4/sync_batch_normalization_21/batchnorm/mul_1"; +"569 yolo_v4/sync_batch_normalization_21/batchnorm/mul" -> "573 yolo_v4/sync_batch_normalization_21/batchnorm/mul_2"; +"570 yolo_v4/sync_batch_normalization_21/batchnorm/mul_1" -> "577 yolo_v4/sync_batch_normalization_21/batchnorm/add_1"; +"571 yolo_v4/sync_batch_normalization_21/batchnorm/ReadVariableOp_1/resource" -> "572 yolo_v4/sync_batch_normalization_21/batchnorm/ReadVariableOp_1"; +"572 yolo_v4/sync_batch_normalization_21/batchnorm/ReadVariableOp_1" -> "573 yolo_v4/sync_batch_normalization_21/batchnorm/mul_2"; +"573 yolo_v4/sync_batch_normalization_21/batchnorm/mul_2" -> "576 yolo_v4/sync_batch_normalization_21/batchnorm/sub"; +"574 yolo_v4/sync_batch_normalization_21/batchnorm/ReadVariableOp_2/resource" -> "575 yolo_v4/sync_batch_normalization_21/batchnorm/ReadVariableOp_2"; +"575 yolo_v4/sync_batch_normalization_21/batchnorm/ReadVariableOp_2" -> "576 yolo_v4/sync_batch_normalization_21/batchnorm/sub"; +"576 yolo_v4/sync_batch_normalization_21/batchnorm/sub" -> "577 yolo_v4/sync_batch_normalization_21/batchnorm/add_1"; +"577 yolo_v4/sync_batch_normalization_21/batchnorm/add_1" -> "578 yolo_v4/activation_21/Softplus"; +"577 yolo_v4/sync_batch_normalization_21/batchnorm/add_1" -> "580 yolo_v4/activation_21/mul"; +"578 yolo_v4/activation_21/Softplus" -> "579 yolo_v4/activation_21/Tanh"; +"579 yolo_v4/activation_21/Tanh" -> "580 yolo_v4/activation_21/mul"; +"580 yolo_v4/activation_21/mul" -> "581 yolo_v4/add_3/add"; +"581 yolo_v4/add_3/add" -> "589 yolo_v4/conv2d_22/Conv2D"; +"581 yolo_v4/add_3/add" -> "636 yolo_v4/add_4/add"; +"582 yolo_v4/conv2d_22/Sigmoid/ReadVariableOp/resource" -> "583 yolo_v4/conv2d_22/Sigmoid/ReadVariableOp"; +"583 yolo_v4/conv2d_22/Sigmoid/ReadVariableOp" -> "584 yolo_v4/conv2d_22/Sigmoid"; +"584 yolo_v4/conv2d_22/Sigmoid" -> "585 yolo_v4/conv2d_22/Round"; +"585 yolo_v4/conv2d_22/Round" -> "588 yolo_v4/conv2d_22/mul"; +"586 yolo_v4/conv2d_22/ReadVariableOp/resource" -> "587 yolo_v4/conv2d_22/ReadVariableOp"; +"587 yolo_v4/conv2d_22/ReadVariableOp" -> "588 yolo_v4/conv2d_22/mul"; +"588 yolo_v4/conv2d_22/mul" -> "589 yolo_v4/conv2d_22/Conv2D"; +"589 yolo_v4/conv2d_22/Conv2D" -> "598 yolo_v4/sync_batch_normalization_22/batchnorm/mul_1"; +"590 yolo_v4/sync_batch_normalization_22/batchnorm/ReadVariableOp/resource" -> "591 yolo_v4/sync_batch_normalization_22/batchnorm/ReadVariableOp"; +"591 yolo_v4/sync_batch_normalization_22/batchnorm/ReadVariableOp" -> "593 yolo_v4/sync_batch_normalization_22/batchnorm/add"; +"592 yolo_v4/sync_batch_normalization_22/batchnorm/add/y" -> "593 yolo_v4/sync_batch_normalization_22/batchnorm/add"; +"593 yolo_v4/sync_batch_normalization_22/batchnorm/add" -> "594 yolo_v4/sync_batch_normalization_22/batchnorm/Rsqrt"; +"594 yolo_v4/sync_batch_normalization_22/batchnorm/Rsqrt" -> "597 yolo_v4/sync_batch_normalization_22/batchnorm/mul"; +"595 yolo_v4/sync_batch_normalization_22/batchnorm/mul/ReadVariableOp/resource" -> "596 yolo_v4/sync_batch_normalization_22/batchnorm/mul/ReadVariableOp"; +"596 yolo_v4/sync_batch_normalization_22/batchnorm/mul/ReadVariableOp" -> "597 yolo_v4/sync_batch_normalization_22/batchnorm/mul"; +"597 yolo_v4/sync_batch_normalization_22/batchnorm/mul" -> "598 yolo_v4/sync_batch_normalization_22/batchnorm/mul_1"; +"597 yolo_v4/sync_batch_normalization_22/batchnorm/mul" -> "601 yolo_v4/sync_batch_normalization_22/batchnorm/mul_2"; +"598 yolo_v4/sync_batch_normalization_22/batchnorm/mul_1" -> "605 yolo_v4/sync_batch_normalization_22/batchnorm/add_1"; +"599 yolo_v4/sync_batch_normalization_22/batchnorm/ReadVariableOp_1/resource" -> "600 yolo_v4/sync_batch_normalization_22/batchnorm/ReadVariableOp_1"; +"600 yolo_v4/sync_batch_normalization_22/batchnorm/ReadVariableOp_1" -> "601 yolo_v4/sync_batch_normalization_22/batchnorm/mul_2"; +"601 yolo_v4/sync_batch_normalization_22/batchnorm/mul_2" -> "604 yolo_v4/sync_batch_normalization_22/batchnorm/sub"; +"602 yolo_v4/sync_batch_normalization_22/batchnorm/ReadVariableOp_2/resource" -> "603 yolo_v4/sync_batch_normalization_22/batchnorm/ReadVariableOp_2"; +"603 yolo_v4/sync_batch_normalization_22/batchnorm/ReadVariableOp_2" -> "604 yolo_v4/sync_batch_normalization_22/batchnorm/sub"; +"604 yolo_v4/sync_batch_normalization_22/batchnorm/sub" -> "605 yolo_v4/sync_batch_normalization_22/batchnorm/add_1"; +"605 yolo_v4/sync_batch_normalization_22/batchnorm/add_1" -> "606 yolo_v4/activation_22/Softplus"; +"605 yolo_v4/sync_batch_normalization_22/batchnorm/add_1" -> "608 yolo_v4/activation_22/mul"; +"606 yolo_v4/activation_22/Softplus" -> "607 yolo_v4/activation_22/Tanh"; +"607 yolo_v4/activation_22/Tanh" -> "608 yolo_v4/activation_22/mul"; +"608 yolo_v4/activation_22/mul" -> "616 yolo_v4/conv2d_23/Conv2D"; +"609 yolo_v4/conv2d_23/Sigmoid/ReadVariableOp/resource" -> "610 yolo_v4/conv2d_23/Sigmoid/ReadVariableOp"; +"610 yolo_v4/conv2d_23/Sigmoid/ReadVariableOp" -> "611 yolo_v4/conv2d_23/Sigmoid"; +"611 yolo_v4/conv2d_23/Sigmoid" -> "612 yolo_v4/conv2d_23/Round"; +"612 yolo_v4/conv2d_23/Round" -> "615 yolo_v4/conv2d_23/mul"; +"613 yolo_v4/conv2d_23/ReadVariableOp/resource" -> "614 yolo_v4/conv2d_23/ReadVariableOp"; +"614 yolo_v4/conv2d_23/ReadVariableOp" -> "615 yolo_v4/conv2d_23/mul"; +"615 yolo_v4/conv2d_23/mul" -> "616 yolo_v4/conv2d_23/Conv2D"; +"616 yolo_v4/conv2d_23/Conv2D" -> "625 yolo_v4/sync_batch_normalization_23/batchnorm/mul_1"; +"617 yolo_v4/sync_batch_normalization_23/batchnorm/ReadVariableOp/resource" -> "618 yolo_v4/sync_batch_normalization_23/batchnorm/ReadVariableOp"; +"618 yolo_v4/sync_batch_normalization_23/batchnorm/ReadVariableOp" -> "620 yolo_v4/sync_batch_normalization_23/batchnorm/add"; +"619 yolo_v4/sync_batch_normalization_23/batchnorm/add/y" -> "620 yolo_v4/sync_batch_normalization_23/batchnorm/add"; +"620 yolo_v4/sync_batch_normalization_23/batchnorm/add" -> "621 yolo_v4/sync_batch_normalization_23/batchnorm/Rsqrt"; +"621 yolo_v4/sync_batch_normalization_23/batchnorm/Rsqrt" -> "624 yolo_v4/sync_batch_normalization_23/batchnorm/mul"; +"622 yolo_v4/sync_batch_normalization_23/batchnorm/mul/ReadVariableOp/resource" -> "623 yolo_v4/sync_batch_normalization_23/batchnorm/mul/ReadVariableOp"; +"623 yolo_v4/sync_batch_normalization_23/batchnorm/mul/ReadVariableOp" -> "624 yolo_v4/sync_batch_normalization_23/batchnorm/mul"; +"624 yolo_v4/sync_batch_normalization_23/batchnorm/mul" -> "625 yolo_v4/sync_batch_normalization_23/batchnorm/mul_1"; +"624 yolo_v4/sync_batch_normalization_23/batchnorm/mul" -> "628 yolo_v4/sync_batch_normalization_23/batchnorm/mul_2"; +"625 yolo_v4/sync_batch_normalization_23/batchnorm/mul_1" -> "632 yolo_v4/sync_batch_normalization_23/batchnorm/add_1"; +"626 yolo_v4/sync_batch_normalization_23/batchnorm/ReadVariableOp_1/resource" -> "627 yolo_v4/sync_batch_normalization_23/batchnorm/ReadVariableOp_1"; +"627 yolo_v4/sync_batch_normalization_23/batchnorm/ReadVariableOp_1" -> "628 yolo_v4/sync_batch_normalization_23/batchnorm/mul_2"; +"628 yolo_v4/sync_batch_normalization_23/batchnorm/mul_2" -> "631 yolo_v4/sync_batch_normalization_23/batchnorm/sub"; +"629 yolo_v4/sync_batch_normalization_23/batchnorm/ReadVariableOp_2/resource" -> "630 yolo_v4/sync_batch_normalization_23/batchnorm/ReadVariableOp_2"; +"630 yolo_v4/sync_batch_normalization_23/batchnorm/ReadVariableOp_2" -> "631 yolo_v4/sync_batch_normalization_23/batchnorm/sub"; +"631 yolo_v4/sync_batch_normalization_23/batchnorm/sub" -> "632 yolo_v4/sync_batch_normalization_23/batchnorm/add_1"; +"632 yolo_v4/sync_batch_normalization_23/batchnorm/add_1" -> "633 yolo_v4/activation_23/Softplus"; +"632 yolo_v4/sync_batch_normalization_23/batchnorm/add_1" -> "635 yolo_v4/activation_23/mul"; +"633 yolo_v4/activation_23/Softplus" -> "634 yolo_v4/activation_23/Tanh"; +"634 yolo_v4/activation_23/Tanh" -> "635 yolo_v4/activation_23/mul"; +"635 yolo_v4/activation_23/mul" -> "636 yolo_v4/add_4/add"; +"636 yolo_v4/add_4/add" -> "644 yolo_v4/conv2d_24/Conv2D"; +"636 yolo_v4/add_4/add" -> "691 yolo_v4/add_5/add"; +"637 yolo_v4/conv2d_24/Sigmoid/ReadVariableOp/resource" -> "638 yolo_v4/conv2d_24/Sigmoid/ReadVariableOp"; +"638 yolo_v4/conv2d_24/Sigmoid/ReadVariableOp" -> "639 yolo_v4/conv2d_24/Sigmoid"; +"639 yolo_v4/conv2d_24/Sigmoid" -> "640 yolo_v4/conv2d_24/Round"; +"640 yolo_v4/conv2d_24/Round" -> "643 yolo_v4/conv2d_24/mul"; +"641 yolo_v4/conv2d_24/ReadVariableOp/resource" -> "642 yolo_v4/conv2d_24/ReadVariableOp"; +"642 yolo_v4/conv2d_24/ReadVariableOp" -> "643 yolo_v4/conv2d_24/mul"; +"643 yolo_v4/conv2d_24/mul" -> "644 yolo_v4/conv2d_24/Conv2D"; +"644 yolo_v4/conv2d_24/Conv2D" -> "653 yolo_v4/sync_batch_normalization_24/batchnorm/mul_1"; +"645 yolo_v4/sync_batch_normalization_24/batchnorm/ReadVariableOp/resource" -> "646 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yolo_v4/sync_batch_normalization_24/batchnorm/add_1"; +"660 yolo_v4/sync_batch_normalization_24/batchnorm/add_1" -> "661 yolo_v4/activation_24/Softplus"; +"660 yolo_v4/sync_batch_normalization_24/batchnorm/add_1" -> "663 yolo_v4/activation_24/mul"; +"661 yolo_v4/activation_24/Softplus" -> "662 yolo_v4/activation_24/Tanh"; +"662 yolo_v4/activation_24/Tanh" -> "663 yolo_v4/activation_24/mul"; +"663 yolo_v4/activation_24/mul" -> "671 yolo_v4/conv2d_25/Conv2D"; +"664 yolo_v4/conv2d_25/Sigmoid/ReadVariableOp/resource" -> "665 yolo_v4/conv2d_25/Sigmoid/ReadVariableOp"; +"665 yolo_v4/conv2d_25/Sigmoid/ReadVariableOp" -> "666 yolo_v4/conv2d_25/Sigmoid"; +"666 yolo_v4/conv2d_25/Sigmoid" -> "667 yolo_v4/conv2d_25/Round"; +"667 yolo_v4/conv2d_25/Round" -> "670 yolo_v4/conv2d_25/mul"; +"668 yolo_v4/conv2d_25/ReadVariableOp/resource" -> "669 yolo_v4/conv2d_25/ReadVariableOp"; +"669 yolo_v4/conv2d_25/ReadVariableOp" -> "670 yolo_v4/conv2d_25/mul"; +"670 yolo_v4/conv2d_25/mul" -> "671 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yolo_v4/sync_batch_normalization_25/batchnorm/mul"; +"679 yolo_v4/sync_batch_normalization_25/batchnorm/mul" -> "680 yolo_v4/sync_batch_normalization_25/batchnorm/mul_1"; +"679 yolo_v4/sync_batch_normalization_25/batchnorm/mul" -> "683 yolo_v4/sync_batch_normalization_25/batchnorm/mul_2"; +"680 yolo_v4/sync_batch_normalization_25/batchnorm/mul_1" -> "687 yolo_v4/sync_batch_normalization_25/batchnorm/add_1"; +"681 yolo_v4/sync_batch_normalization_25/batchnorm/ReadVariableOp_1/resource" -> "682 yolo_v4/sync_batch_normalization_25/batchnorm/ReadVariableOp_1"; +"682 yolo_v4/sync_batch_normalization_25/batchnorm/ReadVariableOp_1" -> "683 yolo_v4/sync_batch_normalization_25/batchnorm/mul_2"; +"683 yolo_v4/sync_batch_normalization_25/batchnorm/mul_2" -> "686 yolo_v4/sync_batch_normalization_25/batchnorm/sub"; +"684 yolo_v4/sync_batch_normalization_25/batchnorm/ReadVariableOp_2/resource" -> "685 yolo_v4/sync_batch_normalization_25/batchnorm/ReadVariableOp_2"; +"685 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yolo_v4/conv2d_27/Sigmoid/ReadVariableOp"; +"720 yolo_v4/conv2d_27/Sigmoid/ReadVariableOp" -> "721 yolo_v4/conv2d_27/Sigmoid"; +"721 yolo_v4/conv2d_27/Sigmoid" -> "722 yolo_v4/conv2d_27/Round"; +"722 yolo_v4/conv2d_27/Round" -> "725 yolo_v4/conv2d_27/mul"; +"723 yolo_v4/conv2d_27/ReadVariableOp/resource" -> "724 yolo_v4/conv2d_27/ReadVariableOp"; +"724 yolo_v4/conv2d_27/ReadVariableOp" -> "725 yolo_v4/conv2d_27/mul"; +"725 yolo_v4/conv2d_27/mul" -> "726 yolo_v4/conv2d_27/Conv2D"; +"726 yolo_v4/conv2d_27/Conv2D" -> "735 yolo_v4/sync_batch_normalization_27/batchnorm/mul_1"; +"727 yolo_v4/sync_batch_normalization_27/batchnorm/ReadVariableOp/resource" -> "728 yolo_v4/sync_batch_normalization_27/batchnorm/ReadVariableOp"; +"728 yolo_v4/sync_batch_normalization_27/batchnorm/ReadVariableOp" -> "730 yolo_v4/sync_batch_normalization_27/batchnorm/add"; +"729 yolo_v4/sync_batch_normalization_27/batchnorm/add/y" -> "730 yolo_v4/sync_batch_normalization_27/batchnorm/add"; +"730 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yolo_v4/sync_batch_normalization_30/batchnorm/mul"; +"815 yolo_v4/sync_batch_normalization_30/batchnorm/mul/ReadVariableOp/resource" -> "816 yolo_v4/sync_batch_normalization_30/batchnorm/mul/ReadVariableOp"; +"816 yolo_v4/sync_batch_normalization_30/batchnorm/mul/ReadVariableOp" -> "817 yolo_v4/sync_batch_normalization_30/batchnorm/mul"; +"817 yolo_v4/sync_batch_normalization_30/batchnorm/mul" -> "818 yolo_v4/sync_batch_normalization_30/batchnorm/mul_1"; +"817 yolo_v4/sync_batch_normalization_30/batchnorm/mul" -> "821 yolo_v4/sync_batch_normalization_30/batchnorm/mul_2"; +"818 yolo_v4/sync_batch_normalization_30/batchnorm/mul_1" -> "825 yolo_v4/sync_batch_normalization_30/batchnorm/add_1"; +"819 yolo_v4/sync_batch_normalization_30/batchnorm/ReadVariableOp_1/resource" -> "820 yolo_v4/sync_batch_normalization_30/batchnorm/ReadVariableOp_1"; +"820 yolo_v4/sync_batch_normalization_30/batchnorm/ReadVariableOp_1" -> "821 yolo_v4/sync_batch_normalization_30/batchnorm/mul_2"; +"821 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yolo_v4/conv2d_31/Sigmoid/ReadVariableOp"; +"830 yolo_v4/conv2d_31/Sigmoid/ReadVariableOp" -> "831 yolo_v4/conv2d_31/Sigmoid"; +"831 yolo_v4/conv2d_31/Sigmoid" -> "832 yolo_v4/conv2d_31/Round"; +"832 yolo_v4/conv2d_31/Round" -> "835 yolo_v4/conv2d_31/mul"; +"833 yolo_v4/conv2d_31/ReadVariableOp/resource" -> "834 yolo_v4/conv2d_31/ReadVariableOp"; +"834 yolo_v4/conv2d_31/ReadVariableOp" -> "835 yolo_v4/conv2d_31/mul"; +"835 yolo_v4/conv2d_31/mul" -> "836 yolo_v4/conv2d_31/Conv2D"; +"836 yolo_v4/conv2d_31/Conv2D" -> "845 yolo_v4/sync_batch_normalization_31/batchnorm/mul_1"; +"837 yolo_v4/sync_batch_normalization_31/batchnorm/ReadVariableOp/resource" -> "838 yolo_v4/sync_batch_normalization_31/batchnorm/ReadVariableOp"; +"838 yolo_v4/sync_batch_normalization_31/batchnorm/ReadVariableOp" -> "840 yolo_v4/sync_batch_normalization_31/batchnorm/add"; +"839 yolo_v4/sync_batch_normalization_31/batchnorm/add/y" -> "840 yolo_v4/sync_batch_normalization_31/batchnorm/add"; +"840 yolo_v4/sync_batch_normalization_31/batchnorm/add" -> "841 yolo_v4/sync_batch_normalization_31/batchnorm/Rsqrt"; +"841 yolo_v4/sync_batch_normalization_31/batchnorm/Rsqrt" -> "844 yolo_v4/sync_batch_normalization_31/batchnorm/mul"; +"842 yolo_v4/sync_batch_normalization_31/batchnorm/mul/ReadVariableOp/resource" -> "843 yolo_v4/sync_batch_normalization_31/batchnorm/mul/ReadVariableOp"; +"843 yolo_v4/sync_batch_normalization_31/batchnorm/mul/ReadVariableOp" -> "844 yolo_v4/sync_batch_normalization_31/batchnorm/mul"; +"844 yolo_v4/sync_batch_normalization_31/batchnorm/mul" -> "845 yolo_v4/sync_batch_normalization_31/batchnorm/mul_1"; +"844 yolo_v4/sync_batch_normalization_31/batchnorm/mul" -> "848 yolo_v4/sync_batch_normalization_31/batchnorm/mul_2"; +"845 yolo_v4/sync_batch_normalization_31/batchnorm/mul_1" -> "852 yolo_v4/sync_batch_normalization_31/batchnorm/add_1"; +"846 yolo_v4/sync_batch_normalization_31/batchnorm/ReadVariableOp_1/resource" -> "847 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yolo_v4/activation_35/Tanh" -> "965 yolo_v4/activation_35/mul"; +"965 yolo_v4/activation_35/mul" -> "966 yolo_v4/add_10/add"; +"966 yolo_v4/add_10/add" -> "982 yolo_v4/conv2d_36/Conv2D"; +"967 yolo_v4/conv2d_18/Sigmoid/ReadVariableOp/resource" -> "968 yolo_v4/conv2d_18/Sigmoid/ReadVariableOp"; +"968 yolo_v4/conv2d_18/Sigmoid/ReadVariableOp" -> "969 yolo_v4/conv2d_18/Sigmoid"; +"969 yolo_v4/conv2d_18/Sigmoid" -> "970 yolo_v4/conv2d_18/Round"; +"970 yolo_v4/conv2d_18/Round" -> "973 yolo_v4/conv2d_18/mul"; +"971 yolo_v4/conv2d_18/ReadVariableOp/resource" -> "972 yolo_v4/conv2d_18/ReadVariableOp"; +"972 yolo_v4/conv2d_18/ReadVariableOp" -> "973 yolo_v4/conv2d_18/mul"; +"973 yolo_v4/conv2d_18/mul" -> "974 yolo_v4/conv2d_18/Conv2D"; +"974 yolo_v4/conv2d_18/Conv2D" -> "991 yolo_v4/sync_batch_normalization_18/batchnorm/mul_1"; +"975 yolo_v4/conv2d_36/Sigmoid/ReadVariableOp/resource" -> "976 yolo_v4/conv2d_36/Sigmoid/ReadVariableOp"; +"976 yolo_v4/conv2d_36/Sigmoid/ReadVariableOp" -> "977 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yolo_v4/conv2d_86/Conv2D"; +"1050 yolo_v4/zero_padding2d_3/Pad/paddings" -> "1051 yolo_v4/zero_padding2d_3/Pad"; +"1051 yolo_v4/zero_padding2d_3/Pad" -> "1059 yolo_v4/conv2d_38/Conv2D"; +"1052 yolo_v4/conv2d_38/Sigmoid/ReadVariableOp/resource" -> "1053 yolo_v4/conv2d_38/Sigmoid/ReadVariableOp"; +"1053 yolo_v4/conv2d_38/Sigmoid/ReadVariableOp" -> "1054 yolo_v4/conv2d_38/Sigmoid"; +"1054 yolo_v4/conv2d_38/Sigmoid" -> "1055 yolo_v4/conv2d_38/Round"; +"1055 yolo_v4/conv2d_38/Round" -> "1058 yolo_v4/conv2d_38/mul"; +"1056 yolo_v4/conv2d_38/ReadVariableOp/resource" -> "1057 yolo_v4/conv2d_38/ReadVariableOp"; +"1057 yolo_v4/conv2d_38/ReadVariableOp" -> "1058 yolo_v4/conv2d_38/mul"; +"1058 yolo_v4/conv2d_38/mul" -> "1059 yolo_v4/conv2d_38/Conv2D"; +"1059 yolo_v4/conv2d_38/Conv2D" -> "1068 yolo_v4/sync_batch_normalization_38/batchnorm/mul_1"; +"1060 yolo_v4/sync_batch_normalization_38/batchnorm/ReadVariableOp/resource" -> "1061 yolo_v4/sync_batch_normalization_38/batchnorm/ReadVariableOp"; 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yolo_v4/sync_batch_normalization_38/batchnorm/mul_2"; +"1068 yolo_v4/sync_batch_normalization_38/batchnorm/mul_1" -> "1075 yolo_v4/sync_batch_normalization_38/batchnorm/add_1"; +"1069 yolo_v4/sync_batch_normalization_38/batchnorm/ReadVariableOp_1/resource" -> "1070 yolo_v4/sync_batch_normalization_38/batchnorm/ReadVariableOp_1"; +"1070 yolo_v4/sync_batch_normalization_38/batchnorm/ReadVariableOp_1" -> "1071 yolo_v4/sync_batch_normalization_38/batchnorm/mul_2"; +"1071 yolo_v4/sync_batch_normalization_38/batchnorm/mul_2" -> "1074 yolo_v4/sync_batch_normalization_38/batchnorm/sub"; +"1072 yolo_v4/sync_batch_normalization_38/batchnorm/ReadVariableOp_2/resource" -> "1073 yolo_v4/sync_batch_normalization_38/batchnorm/ReadVariableOp_2"; +"1073 yolo_v4/sync_batch_normalization_38/batchnorm/ReadVariableOp_2" -> "1074 yolo_v4/sync_batch_normalization_38/batchnorm/sub"; +"1074 yolo_v4/sync_batch_normalization_38/batchnorm/sub" -> "1075 yolo_v4/sync_batch_normalization_38/batchnorm/add_1"; +"1075 yolo_v4/sync_batch_normalization_38/batchnorm/add_1" -> "1076 yolo_v4/activation_38/Softplus"; +"1075 yolo_v4/sync_batch_normalization_38/batchnorm/add_1" -> "1078 yolo_v4/activation_38/mul"; +"1076 yolo_v4/activation_38/Softplus" -> "1077 yolo_v4/activation_38/Tanh"; +"1077 yolo_v4/activation_38/Tanh" -> "1078 yolo_v4/activation_38/mul"; +"1078 yolo_v4/activation_38/mul" -> "1086 yolo_v4/conv2d_40/Conv2D"; +"1078 yolo_v4/activation_38/mul" -> "1553 yolo_v4/conv2d_39/Conv2D"; +"1079 yolo_v4/conv2d_40/Sigmoid/ReadVariableOp/resource" -> "1080 yolo_v4/conv2d_40/Sigmoid/ReadVariableOp"; +"1080 yolo_v4/conv2d_40/Sigmoid/ReadVariableOp" -> "1081 yolo_v4/conv2d_40/Sigmoid"; +"1081 yolo_v4/conv2d_40/Sigmoid" -> "1082 yolo_v4/conv2d_40/Round"; +"1082 yolo_v4/conv2d_40/Round" -> "1085 yolo_v4/conv2d_40/mul"; +"1083 yolo_v4/conv2d_40/ReadVariableOp/resource" -> "1084 yolo_v4/conv2d_40/ReadVariableOp"; +"1084 yolo_v4/conv2d_40/ReadVariableOp" -> "1085 yolo_v4/conv2d_40/mul"; +"1085 yolo_v4/conv2d_40/mul" -> "1086 yolo_v4/conv2d_40/Conv2D"; +"1086 yolo_v4/conv2d_40/Conv2D" -> "1095 yolo_v4/sync_batch_normalization_40/batchnorm/mul_1"; +"1087 yolo_v4/sync_batch_normalization_40/batchnorm/ReadVariableOp/resource" -> "1088 yolo_v4/sync_batch_normalization_40/batchnorm/ReadVariableOp"; +"1088 yolo_v4/sync_batch_normalization_40/batchnorm/ReadVariableOp" -> "1090 yolo_v4/sync_batch_normalization_40/batchnorm/add"; +"1089 yolo_v4/sync_batch_normalization_40/batchnorm/add/y" -> "1090 yolo_v4/sync_batch_normalization_40/batchnorm/add"; +"1090 yolo_v4/sync_batch_normalization_40/batchnorm/add" -> "1091 yolo_v4/sync_batch_normalization_40/batchnorm/Rsqrt"; +"1091 yolo_v4/sync_batch_normalization_40/batchnorm/Rsqrt" -> "1094 yolo_v4/sync_batch_normalization_40/batchnorm/mul"; +"1092 yolo_v4/sync_batch_normalization_40/batchnorm/mul/ReadVariableOp/resource" -> "1093 yolo_v4/sync_batch_normalization_40/batchnorm/mul/ReadVariableOp"; +"1093 yolo_v4/sync_batch_normalization_40/batchnorm/mul/ReadVariableOp" -> "1094 yolo_v4/sync_batch_normalization_40/batchnorm/mul"; +"1094 yolo_v4/sync_batch_normalization_40/batchnorm/mul" -> "1095 yolo_v4/sync_batch_normalization_40/batchnorm/mul_1"; +"1094 yolo_v4/sync_batch_normalization_40/batchnorm/mul" -> "1098 yolo_v4/sync_batch_normalization_40/batchnorm/mul_2"; +"1095 yolo_v4/sync_batch_normalization_40/batchnorm/mul_1" -> "1102 yolo_v4/sync_batch_normalization_40/batchnorm/add_1"; +"1096 yolo_v4/sync_batch_normalization_40/batchnorm/ReadVariableOp_1/resource" -> "1097 yolo_v4/sync_batch_normalization_40/batchnorm/ReadVariableOp_1"; +"1097 yolo_v4/sync_batch_normalization_40/batchnorm/ReadVariableOp_1" -> "1098 yolo_v4/sync_batch_normalization_40/batchnorm/mul_2"; +"1098 yolo_v4/sync_batch_normalization_40/batchnorm/mul_2" -> "1101 yolo_v4/sync_batch_normalization_40/batchnorm/sub"; +"1099 yolo_v4/sync_batch_normalization_40/batchnorm/ReadVariableOp_2/resource" -> "1100 yolo_v4/sync_batch_normalization_40/batchnorm/ReadVariableOp_2"; +"1100 yolo_v4/sync_batch_normalization_40/batchnorm/ReadVariableOp_2" -> "1101 yolo_v4/sync_batch_normalization_40/batchnorm/sub"; +"1101 yolo_v4/sync_batch_normalization_40/batchnorm/sub" -> "1102 yolo_v4/sync_batch_normalization_40/batchnorm/add_1"; +"1102 yolo_v4/sync_batch_normalization_40/batchnorm/add_1" -> "1103 yolo_v4/activation_40/Softplus"; +"1102 yolo_v4/sync_batch_normalization_40/batchnorm/add_1" -> "1105 yolo_v4/activation_40/mul"; +"1103 yolo_v4/activation_40/Softplus" -> "1104 yolo_v4/activation_40/Tanh"; +"1104 yolo_v4/activation_40/Tanh" -> "1105 yolo_v4/activation_40/mul"; +"1105 yolo_v4/activation_40/mul" -> "1113 yolo_v4/conv2d_41/Conv2D"; +"1105 yolo_v4/activation_40/mul" -> "1160 yolo_v4/add_11/add"; +"1106 yolo_v4/conv2d_41/Sigmoid/ReadVariableOp/resource" -> "1107 yolo_v4/conv2d_41/Sigmoid/ReadVariableOp"; +"1107 yolo_v4/conv2d_41/Sigmoid/ReadVariableOp" -> "1108 yolo_v4/conv2d_41/Sigmoid"; +"1108 yolo_v4/conv2d_41/Sigmoid" -> "1109 yolo_v4/conv2d_41/Round"; +"1109 yolo_v4/conv2d_41/Round" -> "1112 yolo_v4/conv2d_41/mul"; +"1110 yolo_v4/conv2d_41/ReadVariableOp/resource" -> "1111 yolo_v4/conv2d_41/ReadVariableOp"; +"1111 yolo_v4/conv2d_41/ReadVariableOp" -> "1112 yolo_v4/conv2d_41/mul"; +"1112 yolo_v4/conv2d_41/mul" -> "1113 yolo_v4/conv2d_41/Conv2D"; +"1113 yolo_v4/conv2d_41/Conv2D" -> "1122 yolo_v4/sync_batch_normalization_41/batchnorm/mul_1"; +"1114 yolo_v4/sync_batch_normalization_41/batchnorm/ReadVariableOp/resource" -> "1115 yolo_v4/sync_batch_normalization_41/batchnorm/ReadVariableOp"; +"1115 yolo_v4/sync_batch_normalization_41/batchnorm/ReadVariableOp" -> "1117 yolo_v4/sync_batch_normalization_41/batchnorm/add"; +"1116 yolo_v4/sync_batch_normalization_41/batchnorm/add/y" -> "1117 yolo_v4/sync_batch_normalization_41/batchnorm/add"; +"1117 yolo_v4/sync_batch_normalization_41/batchnorm/add" -> "1118 yolo_v4/sync_batch_normalization_41/batchnorm/Rsqrt"; +"1118 yolo_v4/sync_batch_normalization_41/batchnorm/Rsqrt" -> "1121 yolo_v4/sync_batch_normalization_41/batchnorm/mul"; +"1119 yolo_v4/sync_batch_normalization_41/batchnorm/mul/ReadVariableOp/resource" -> "1120 yolo_v4/sync_batch_normalization_41/batchnorm/mul/ReadVariableOp"; +"1120 yolo_v4/sync_batch_normalization_41/batchnorm/mul/ReadVariableOp" -> "1121 yolo_v4/sync_batch_normalization_41/batchnorm/mul"; +"1121 yolo_v4/sync_batch_normalization_41/batchnorm/mul" -> "1122 yolo_v4/sync_batch_normalization_41/batchnorm/mul_1"; +"1121 yolo_v4/sync_batch_normalization_41/batchnorm/mul" -> "1125 yolo_v4/sync_batch_normalization_41/batchnorm/mul_2"; +"1122 yolo_v4/sync_batch_normalization_41/batchnorm/mul_1" -> "1129 yolo_v4/sync_batch_normalization_41/batchnorm/add_1"; +"1123 yolo_v4/sync_batch_normalization_41/batchnorm/ReadVariableOp_1/resource" -> "1124 yolo_v4/sync_batch_normalization_41/batchnorm/ReadVariableOp_1"; +"1124 yolo_v4/sync_batch_normalization_41/batchnorm/ReadVariableOp_1" -> "1125 yolo_v4/sync_batch_normalization_41/batchnorm/mul_2"; +"1125 yolo_v4/sync_batch_normalization_41/batchnorm/mul_2" -> "1128 yolo_v4/sync_batch_normalization_41/batchnorm/sub"; +"1126 yolo_v4/sync_batch_normalization_41/batchnorm/ReadVariableOp_2/resource" -> "1127 yolo_v4/sync_batch_normalization_41/batchnorm/ReadVariableOp_2"; +"1127 yolo_v4/sync_batch_normalization_41/batchnorm/ReadVariableOp_2" -> "1128 yolo_v4/sync_batch_normalization_41/batchnorm/sub"; +"1128 yolo_v4/sync_batch_normalization_41/batchnorm/sub" -> "1129 yolo_v4/sync_batch_normalization_41/batchnorm/add_1"; +"1129 yolo_v4/sync_batch_normalization_41/batchnorm/add_1" -> "1130 yolo_v4/activation_41/Softplus"; +"1129 yolo_v4/sync_batch_normalization_41/batchnorm/add_1" -> "1132 yolo_v4/activation_41/mul"; +"1130 yolo_v4/activation_41/Softplus" -> "1131 yolo_v4/activation_41/Tanh"; +"1131 yolo_v4/activation_41/Tanh" -> "1132 yolo_v4/activation_41/mul"; +"1132 yolo_v4/activation_41/mul" -> "1140 yolo_v4/conv2d_42/Conv2D"; +"1133 yolo_v4/conv2d_42/Sigmoid/ReadVariableOp/resource" -> "1134 yolo_v4/conv2d_42/Sigmoid/ReadVariableOp"; +"1134 yolo_v4/conv2d_42/Sigmoid/ReadVariableOp" -> "1135 yolo_v4/conv2d_42/Sigmoid"; +"1135 yolo_v4/conv2d_42/Sigmoid" -> "1136 yolo_v4/conv2d_42/Round"; +"1136 yolo_v4/conv2d_42/Round" -> "1139 yolo_v4/conv2d_42/mul"; +"1137 yolo_v4/conv2d_42/ReadVariableOp/resource" -> "1138 yolo_v4/conv2d_42/ReadVariableOp"; +"1138 yolo_v4/conv2d_42/ReadVariableOp" -> "1139 yolo_v4/conv2d_42/mul"; +"1139 yolo_v4/conv2d_42/mul" -> "1140 yolo_v4/conv2d_42/Conv2D"; +"1140 yolo_v4/conv2d_42/Conv2D" -> "1149 yolo_v4/sync_batch_normalization_42/batchnorm/mul_1"; +"1141 yolo_v4/sync_batch_normalization_42/batchnorm/ReadVariableOp/resource" -> "1142 yolo_v4/sync_batch_normalization_42/batchnorm/ReadVariableOp"; +"1142 yolo_v4/sync_batch_normalization_42/batchnorm/ReadVariableOp" -> "1144 yolo_v4/sync_batch_normalization_42/batchnorm/add"; +"1143 yolo_v4/sync_batch_normalization_42/batchnorm/add/y" -> "1144 yolo_v4/sync_batch_normalization_42/batchnorm/add"; +"1144 yolo_v4/sync_batch_normalization_42/batchnorm/add" -> "1145 yolo_v4/sync_batch_normalization_42/batchnorm/Rsqrt"; +"1145 yolo_v4/sync_batch_normalization_42/batchnorm/Rsqrt" -> "1148 yolo_v4/sync_batch_normalization_42/batchnorm/mul"; +"1146 yolo_v4/sync_batch_normalization_42/batchnorm/mul/ReadVariableOp/resource" -> "1147 yolo_v4/sync_batch_normalization_42/batchnorm/mul/ReadVariableOp"; +"1147 yolo_v4/sync_batch_normalization_42/batchnorm/mul/ReadVariableOp" -> "1148 yolo_v4/sync_batch_normalization_42/batchnorm/mul"; +"1148 yolo_v4/sync_batch_normalization_42/batchnorm/mul" -> "1149 yolo_v4/sync_batch_normalization_42/batchnorm/mul_1"; +"1148 yolo_v4/sync_batch_normalization_42/batchnorm/mul" -> "1152 yolo_v4/sync_batch_normalization_42/batchnorm/mul_2"; +"1149 yolo_v4/sync_batch_normalization_42/batchnorm/mul_1" -> "1156 yolo_v4/sync_batch_normalization_42/batchnorm/add_1"; +"1150 yolo_v4/sync_batch_normalization_42/batchnorm/ReadVariableOp_1/resource" -> "1151 yolo_v4/sync_batch_normalization_42/batchnorm/ReadVariableOp_1"; +"1151 yolo_v4/sync_batch_normalization_42/batchnorm/ReadVariableOp_1" -> "1152 yolo_v4/sync_batch_normalization_42/batchnorm/mul_2"; +"1152 yolo_v4/sync_batch_normalization_42/batchnorm/mul_2" -> "1155 yolo_v4/sync_batch_normalization_42/batchnorm/sub"; +"1153 yolo_v4/sync_batch_normalization_42/batchnorm/ReadVariableOp_2/resource" -> "1154 yolo_v4/sync_batch_normalization_42/batchnorm/ReadVariableOp_2"; +"1154 yolo_v4/sync_batch_normalization_42/batchnorm/ReadVariableOp_2" -> "1155 yolo_v4/sync_batch_normalization_42/batchnorm/sub"; +"1155 yolo_v4/sync_batch_normalization_42/batchnorm/sub" -> "1156 yolo_v4/sync_batch_normalization_42/batchnorm/add_1"; +"1156 yolo_v4/sync_batch_normalization_42/batchnorm/add_1" -> "1157 yolo_v4/activation_42/Softplus"; +"1156 yolo_v4/sync_batch_normalization_42/batchnorm/add_1" -> "1159 yolo_v4/activation_42/mul"; +"1157 yolo_v4/activation_42/Softplus" -> "1158 yolo_v4/activation_42/Tanh"; +"1158 yolo_v4/activation_42/Tanh" -> "1159 yolo_v4/activation_42/mul"; +"1159 yolo_v4/activation_42/mul" -> "1160 yolo_v4/add_11/add"; +"1160 yolo_v4/add_11/add" -> "1168 yolo_v4/conv2d_43/Conv2D"; +"1160 yolo_v4/add_11/add" -> "1215 yolo_v4/add_12/add"; +"1161 yolo_v4/conv2d_43/Sigmoid/ReadVariableOp/resource" -> "1162 yolo_v4/conv2d_43/Sigmoid/ReadVariableOp"; +"1162 yolo_v4/conv2d_43/Sigmoid/ReadVariableOp" -> "1163 yolo_v4/conv2d_43/Sigmoid"; +"1163 yolo_v4/conv2d_43/Sigmoid" -> "1164 yolo_v4/conv2d_43/Round"; +"1164 yolo_v4/conv2d_43/Round" -> "1167 yolo_v4/conv2d_43/mul"; +"1165 yolo_v4/conv2d_43/ReadVariableOp/resource" -> "1166 yolo_v4/conv2d_43/ReadVariableOp"; +"1166 yolo_v4/conv2d_43/ReadVariableOp" -> "1167 yolo_v4/conv2d_43/mul"; +"1167 yolo_v4/conv2d_43/mul" -> "1168 yolo_v4/conv2d_43/Conv2D"; +"1168 yolo_v4/conv2d_43/Conv2D" -> "1177 yolo_v4/sync_batch_normalization_43/batchnorm/mul_1"; +"1169 yolo_v4/sync_batch_normalization_43/batchnorm/ReadVariableOp/resource" -> "1170 yolo_v4/sync_batch_normalization_43/batchnorm/ReadVariableOp"; +"1170 yolo_v4/sync_batch_normalization_43/batchnorm/ReadVariableOp" -> "1172 yolo_v4/sync_batch_normalization_43/batchnorm/add"; +"1171 yolo_v4/sync_batch_normalization_43/batchnorm/add/y" -> "1172 yolo_v4/sync_batch_normalization_43/batchnorm/add"; +"1172 yolo_v4/sync_batch_normalization_43/batchnorm/add" -> "1173 yolo_v4/sync_batch_normalization_43/batchnorm/Rsqrt"; +"1173 yolo_v4/sync_batch_normalization_43/batchnorm/Rsqrt" -> "1176 yolo_v4/sync_batch_normalization_43/batchnorm/mul"; +"1174 yolo_v4/sync_batch_normalization_43/batchnorm/mul/ReadVariableOp/resource" -> "1175 yolo_v4/sync_batch_normalization_43/batchnorm/mul/ReadVariableOp"; +"1175 yolo_v4/sync_batch_normalization_43/batchnorm/mul/ReadVariableOp" -> "1176 yolo_v4/sync_batch_normalization_43/batchnorm/mul"; +"1176 yolo_v4/sync_batch_normalization_43/batchnorm/mul" -> "1177 yolo_v4/sync_batch_normalization_43/batchnorm/mul_1"; +"1176 yolo_v4/sync_batch_normalization_43/batchnorm/mul" -> "1180 yolo_v4/sync_batch_normalization_43/batchnorm/mul_2"; +"1177 yolo_v4/sync_batch_normalization_43/batchnorm/mul_1" -> "1184 yolo_v4/sync_batch_normalization_43/batchnorm/add_1"; +"1178 yolo_v4/sync_batch_normalization_43/batchnorm/ReadVariableOp_1/resource" -> "1179 yolo_v4/sync_batch_normalization_43/batchnorm/ReadVariableOp_1"; +"1179 yolo_v4/sync_batch_normalization_43/batchnorm/ReadVariableOp_1" -> "1180 yolo_v4/sync_batch_normalization_43/batchnorm/mul_2"; +"1180 yolo_v4/sync_batch_normalization_43/batchnorm/mul_2" -> "1183 yolo_v4/sync_batch_normalization_43/batchnorm/sub"; +"1181 yolo_v4/sync_batch_normalization_43/batchnorm/ReadVariableOp_2/resource" -> "1182 yolo_v4/sync_batch_normalization_43/batchnorm/ReadVariableOp_2"; +"1182 yolo_v4/sync_batch_normalization_43/batchnorm/ReadVariableOp_2" -> "1183 yolo_v4/sync_batch_normalization_43/batchnorm/sub"; +"1183 yolo_v4/sync_batch_normalization_43/batchnorm/sub" -> "1184 yolo_v4/sync_batch_normalization_43/batchnorm/add_1"; +"1184 yolo_v4/sync_batch_normalization_43/batchnorm/add_1" -> "1185 yolo_v4/activation_43/Softplus"; +"1184 yolo_v4/sync_batch_normalization_43/batchnorm/add_1" -> "1187 yolo_v4/activation_43/mul"; +"1185 yolo_v4/activation_43/Softplus" -> "1186 yolo_v4/activation_43/Tanh"; +"1186 yolo_v4/activation_43/Tanh" -> "1187 yolo_v4/activation_43/mul"; +"1187 yolo_v4/activation_43/mul" -> "1195 yolo_v4/conv2d_44/Conv2D"; +"1188 yolo_v4/conv2d_44/Sigmoid/ReadVariableOp/resource" -> "1189 yolo_v4/conv2d_44/Sigmoid/ReadVariableOp"; +"1189 yolo_v4/conv2d_44/Sigmoid/ReadVariableOp" -> "1190 yolo_v4/conv2d_44/Sigmoid"; +"1190 yolo_v4/conv2d_44/Sigmoid" -> "1191 yolo_v4/conv2d_44/Round"; +"1191 yolo_v4/conv2d_44/Round" -> "1194 yolo_v4/conv2d_44/mul"; +"1192 yolo_v4/conv2d_44/ReadVariableOp/resource" -> "1193 yolo_v4/conv2d_44/ReadVariableOp"; +"1193 yolo_v4/conv2d_44/ReadVariableOp" -> "1194 yolo_v4/conv2d_44/mul"; +"1194 yolo_v4/conv2d_44/mul" -> "1195 yolo_v4/conv2d_44/Conv2D"; +"1195 yolo_v4/conv2d_44/Conv2D" -> "1204 yolo_v4/sync_batch_normalization_44/batchnorm/mul_1"; +"1196 yolo_v4/sync_batch_normalization_44/batchnorm/ReadVariableOp/resource" -> "1197 yolo_v4/sync_batch_normalization_44/batchnorm/ReadVariableOp"; +"1197 yolo_v4/sync_batch_normalization_44/batchnorm/ReadVariableOp" -> "1199 yolo_v4/sync_batch_normalization_44/batchnorm/add"; +"1198 yolo_v4/sync_batch_normalization_44/batchnorm/add/y" -> "1199 yolo_v4/sync_batch_normalization_44/batchnorm/add"; +"1199 yolo_v4/sync_batch_normalization_44/batchnorm/add" -> "1200 yolo_v4/sync_batch_normalization_44/batchnorm/Rsqrt"; +"1200 yolo_v4/sync_batch_normalization_44/batchnorm/Rsqrt" -> "1203 yolo_v4/sync_batch_normalization_44/batchnorm/mul"; +"1201 yolo_v4/sync_batch_normalization_44/batchnorm/mul/ReadVariableOp/resource" -> "1202 yolo_v4/sync_batch_normalization_44/batchnorm/mul/ReadVariableOp"; +"1202 yolo_v4/sync_batch_normalization_44/batchnorm/mul/ReadVariableOp" -> "1203 yolo_v4/sync_batch_normalization_44/batchnorm/mul"; +"1203 yolo_v4/sync_batch_normalization_44/batchnorm/mul" -> "1204 yolo_v4/sync_batch_normalization_44/batchnorm/mul_1"; +"1203 yolo_v4/sync_batch_normalization_44/batchnorm/mul" -> "1207 yolo_v4/sync_batch_normalization_44/batchnorm/mul_2"; +"1204 yolo_v4/sync_batch_normalization_44/batchnorm/mul_1" -> "1211 yolo_v4/sync_batch_normalization_44/batchnorm/add_1"; +"1205 yolo_v4/sync_batch_normalization_44/batchnorm/ReadVariableOp_1/resource" -> "1206 yolo_v4/sync_batch_normalization_44/batchnorm/ReadVariableOp_1"; +"1206 yolo_v4/sync_batch_normalization_44/batchnorm/ReadVariableOp_1" -> "1207 yolo_v4/sync_batch_normalization_44/batchnorm/mul_2"; +"1207 yolo_v4/sync_batch_normalization_44/batchnorm/mul_2" -> "1210 yolo_v4/sync_batch_normalization_44/batchnorm/sub"; +"1208 yolo_v4/sync_batch_normalization_44/batchnorm/ReadVariableOp_2/resource" -> "1209 yolo_v4/sync_batch_normalization_44/batchnorm/ReadVariableOp_2"; +"1209 yolo_v4/sync_batch_normalization_44/batchnorm/ReadVariableOp_2" -> "1210 yolo_v4/sync_batch_normalization_44/batchnorm/sub"; +"1210 yolo_v4/sync_batch_normalization_44/batchnorm/sub" -> "1211 yolo_v4/sync_batch_normalization_44/batchnorm/add_1"; +"1211 yolo_v4/sync_batch_normalization_44/batchnorm/add_1" -> "1212 yolo_v4/activation_44/Softplus"; +"1211 yolo_v4/sync_batch_normalization_44/batchnorm/add_1" -> "1214 yolo_v4/activation_44/mul"; +"1212 yolo_v4/activation_44/Softplus" -> "1213 yolo_v4/activation_44/Tanh"; +"1213 yolo_v4/activation_44/Tanh" -> "1214 yolo_v4/activation_44/mul"; +"1214 yolo_v4/activation_44/mul" -> "1215 yolo_v4/add_12/add"; +"1215 yolo_v4/add_12/add" -> "1223 yolo_v4/conv2d_45/Conv2D"; +"1215 yolo_v4/add_12/add" -> "1270 yolo_v4/add_13/add"; +"1216 yolo_v4/conv2d_45/Sigmoid/ReadVariableOp/resource" -> "1217 yolo_v4/conv2d_45/Sigmoid/ReadVariableOp"; +"1217 yolo_v4/conv2d_45/Sigmoid/ReadVariableOp" -> "1218 yolo_v4/conv2d_45/Sigmoid"; +"1218 yolo_v4/conv2d_45/Sigmoid" -> "1219 yolo_v4/conv2d_45/Round"; +"1219 yolo_v4/conv2d_45/Round" -> "1222 yolo_v4/conv2d_45/mul"; +"1220 yolo_v4/conv2d_45/ReadVariableOp/resource" -> "1221 yolo_v4/conv2d_45/ReadVariableOp"; +"1221 yolo_v4/conv2d_45/ReadVariableOp" -> "1222 yolo_v4/conv2d_45/mul"; +"1222 yolo_v4/conv2d_45/mul" -> "1223 yolo_v4/conv2d_45/Conv2D"; +"1223 yolo_v4/conv2d_45/Conv2D" -> "1232 yolo_v4/sync_batch_normalization_45/batchnorm/mul_1"; +"1224 yolo_v4/sync_batch_normalization_45/batchnorm/ReadVariableOp/resource" -> "1225 yolo_v4/sync_batch_normalization_45/batchnorm/ReadVariableOp"; +"1225 yolo_v4/sync_batch_normalization_45/batchnorm/ReadVariableOp" -> "1227 yolo_v4/sync_batch_normalization_45/batchnorm/add"; +"1226 yolo_v4/sync_batch_normalization_45/batchnorm/add/y" -> "1227 yolo_v4/sync_batch_normalization_45/batchnorm/add"; +"1227 yolo_v4/sync_batch_normalization_45/batchnorm/add" -> "1228 yolo_v4/sync_batch_normalization_45/batchnorm/Rsqrt"; +"1228 yolo_v4/sync_batch_normalization_45/batchnorm/Rsqrt" -> "1231 yolo_v4/sync_batch_normalization_45/batchnorm/mul"; +"1229 yolo_v4/sync_batch_normalization_45/batchnorm/mul/ReadVariableOp/resource" -> "1230 yolo_v4/sync_batch_normalization_45/batchnorm/mul/ReadVariableOp"; +"1230 yolo_v4/sync_batch_normalization_45/batchnorm/mul/ReadVariableOp" -> "1231 yolo_v4/sync_batch_normalization_45/batchnorm/mul"; +"1231 yolo_v4/sync_batch_normalization_45/batchnorm/mul" -> "1232 yolo_v4/sync_batch_normalization_45/batchnorm/mul_1"; +"1231 yolo_v4/sync_batch_normalization_45/batchnorm/mul" -> "1235 yolo_v4/sync_batch_normalization_45/batchnorm/mul_2"; +"1232 yolo_v4/sync_batch_normalization_45/batchnorm/mul_1" -> "1239 yolo_v4/sync_batch_normalization_45/batchnorm/add_1"; +"1233 yolo_v4/sync_batch_normalization_45/batchnorm/ReadVariableOp_1/resource" -> "1234 yolo_v4/sync_batch_normalization_45/batchnorm/ReadVariableOp_1"; +"1234 yolo_v4/sync_batch_normalization_45/batchnorm/ReadVariableOp_1" -> "1235 yolo_v4/sync_batch_normalization_45/batchnorm/mul_2"; +"1235 yolo_v4/sync_batch_normalization_45/batchnorm/mul_2" -> "1238 yolo_v4/sync_batch_normalization_45/batchnorm/sub"; +"1236 yolo_v4/sync_batch_normalization_45/batchnorm/ReadVariableOp_2/resource" -> "1237 yolo_v4/sync_batch_normalization_45/batchnorm/ReadVariableOp_2"; +"1237 yolo_v4/sync_batch_normalization_45/batchnorm/ReadVariableOp_2" -> "1238 yolo_v4/sync_batch_normalization_45/batchnorm/sub"; +"1238 yolo_v4/sync_batch_normalization_45/batchnorm/sub" -> "1239 yolo_v4/sync_batch_normalization_45/batchnorm/add_1"; +"1239 yolo_v4/sync_batch_normalization_45/batchnorm/add_1" -> "1240 yolo_v4/activation_45/Softplus"; +"1239 yolo_v4/sync_batch_normalization_45/batchnorm/add_1" -> "1242 yolo_v4/activation_45/mul"; +"1240 yolo_v4/activation_45/Softplus" -> "1241 yolo_v4/activation_45/Tanh"; +"1241 yolo_v4/activation_45/Tanh" -> "1242 yolo_v4/activation_45/mul"; +"1242 yolo_v4/activation_45/mul" -> "1250 yolo_v4/conv2d_46/Conv2D"; +"1243 yolo_v4/conv2d_46/Sigmoid/ReadVariableOp/resource" -> "1244 yolo_v4/conv2d_46/Sigmoid/ReadVariableOp"; +"1244 yolo_v4/conv2d_46/Sigmoid/ReadVariableOp" -> "1245 yolo_v4/conv2d_46/Sigmoid"; +"1245 yolo_v4/conv2d_46/Sigmoid" -> "1246 yolo_v4/conv2d_46/Round"; +"1246 yolo_v4/conv2d_46/Round" -> "1249 yolo_v4/conv2d_46/mul"; +"1247 yolo_v4/conv2d_46/ReadVariableOp/resource" -> "1248 yolo_v4/conv2d_46/ReadVariableOp"; +"1248 yolo_v4/conv2d_46/ReadVariableOp" -> "1249 yolo_v4/conv2d_46/mul"; +"1249 yolo_v4/conv2d_46/mul" -> "1250 yolo_v4/conv2d_46/Conv2D"; +"1250 yolo_v4/conv2d_46/Conv2D" -> "1259 yolo_v4/sync_batch_normalization_46/batchnorm/mul_1"; +"1251 yolo_v4/sync_batch_normalization_46/batchnorm/ReadVariableOp/resource" -> "1252 yolo_v4/sync_batch_normalization_46/batchnorm/ReadVariableOp"; +"1252 yolo_v4/sync_batch_normalization_46/batchnorm/ReadVariableOp" -> "1254 yolo_v4/sync_batch_normalization_46/batchnorm/add"; +"1253 yolo_v4/sync_batch_normalization_46/batchnorm/add/y" -> "1254 yolo_v4/sync_batch_normalization_46/batchnorm/add"; +"1254 yolo_v4/sync_batch_normalization_46/batchnorm/add" -> "1255 yolo_v4/sync_batch_normalization_46/batchnorm/Rsqrt"; +"1255 yolo_v4/sync_batch_normalization_46/batchnorm/Rsqrt" -> "1258 yolo_v4/sync_batch_normalization_46/batchnorm/mul"; +"1256 yolo_v4/sync_batch_normalization_46/batchnorm/mul/ReadVariableOp/resource" -> "1257 yolo_v4/sync_batch_normalization_46/batchnorm/mul/ReadVariableOp"; +"1257 yolo_v4/sync_batch_normalization_46/batchnorm/mul/ReadVariableOp" -> "1258 yolo_v4/sync_batch_normalization_46/batchnorm/mul"; +"1258 yolo_v4/sync_batch_normalization_46/batchnorm/mul" -> "1259 yolo_v4/sync_batch_normalization_46/batchnorm/mul_1"; +"1258 yolo_v4/sync_batch_normalization_46/batchnorm/mul" -> "1262 yolo_v4/sync_batch_normalization_46/batchnorm/mul_2"; +"1259 yolo_v4/sync_batch_normalization_46/batchnorm/mul_1" -> "1266 yolo_v4/sync_batch_normalization_46/batchnorm/add_1"; +"1260 yolo_v4/sync_batch_normalization_46/batchnorm/ReadVariableOp_1/resource" -> "1261 yolo_v4/sync_batch_normalization_46/batchnorm/ReadVariableOp_1"; +"1261 yolo_v4/sync_batch_normalization_46/batchnorm/ReadVariableOp_1" -> "1262 yolo_v4/sync_batch_normalization_46/batchnorm/mul_2"; +"1262 yolo_v4/sync_batch_normalization_46/batchnorm/mul_2" -> "1265 yolo_v4/sync_batch_normalization_46/batchnorm/sub"; +"1263 yolo_v4/sync_batch_normalization_46/batchnorm/ReadVariableOp_2/resource" -> "1264 yolo_v4/sync_batch_normalization_46/batchnorm/ReadVariableOp_2"; +"1264 yolo_v4/sync_batch_normalization_46/batchnorm/ReadVariableOp_2" -> "1265 yolo_v4/sync_batch_normalization_46/batchnorm/sub"; +"1265 yolo_v4/sync_batch_normalization_46/batchnorm/sub" -> "1266 yolo_v4/sync_batch_normalization_46/batchnorm/add_1"; +"1266 yolo_v4/sync_batch_normalization_46/batchnorm/add_1" -> "1267 yolo_v4/activation_46/Softplus"; +"1266 yolo_v4/sync_batch_normalization_46/batchnorm/add_1" -> "1269 yolo_v4/activation_46/mul"; +"1267 yolo_v4/activation_46/Softplus" -> "1268 yolo_v4/activation_46/Tanh"; +"1268 yolo_v4/activation_46/Tanh" -> "1269 yolo_v4/activation_46/mul"; +"1269 yolo_v4/activation_46/mul" -> "1270 yolo_v4/add_13/add"; +"1270 yolo_v4/add_13/add" -> "1278 yolo_v4/conv2d_47/Conv2D"; +"1270 yolo_v4/add_13/add" -> "1325 yolo_v4/add_14/add"; +"1271 yolo_v4/conv2d_47/Sigmoid/ReadVariableOp/resource" -> "1272 yolo_v4/conv2d_47/Sigmoid/ReadVariableOp"; +"1272 yolo_v4/conv2d_47/Sigmoid/ReadVariableOp" -> "1273 yolo_v4/conv2d_47/Sigmoid"; +"1273 yolo_v4/conv2d_47/Sigmoid" -> "1274 yolo_v4/conv2d_47/Round"; +"1274 yolo_v4/conv2d_47/Round" -> "1277 yolo_v4/conv2d_47/mul"; +"1275 yolo_v4/conv2d_47/ReadVariableOp/resource" -> "1276 yolo_v4/conv2d_47/ReadVariableOp"; +"1276 yolo_v4/conv2d_47/ReadVariableOp" -> "1277 yolo_v4/conv2d_47/mul"; +"1277 yolo_v4/conv2d_47/mul" -> "1278 yolo_v4/conv2d_47/Conv2D"; +"1278 yolo_v4/conv2d_47/Conv2D" -> "1287 yolo_v4/sync_batch_normalization_47/batchnorm/mul_1"; +"1279 yolo_v4/sync_batch_normalization_47/batchnorm/ReadVariableOp/resource" -> "1280 yolo_v4/sync_batch_normalization_47/batchnorm/ReadVariableOp"; +"1280 yolo_v4/sync_batch_normalization_47/batchnorm/ReadVariableOp" -> "1282 yolo_v4/sync_batch_normalization_47/batchnorm/add"; +"1281 yolo_v4/sync_batch_normalization_47/batchnorm/add/y" -> "1282 yolo_v4/sync_batch_normalization_47/batchnorm/add"; +"1282 yolo_v4/sync_batch_normalization_47/batchnorm/add" -> "1283 yolo_v4/sync_batch_normalization_47/batchnorm/Rsqrt"; +"1283 yolo_v4/sync_batch_normalization_47/batchnorm/Rsqrt" -> "1286 yolo_v4/sync_batch_normalization_47/batchnorm/mul"; +"1284 yolo_v4/sync_batch_normalization_47/batchnorm/mul/ReadVariableOp/resource" -> "1285 yolo_v4/sync_batch_normalization_47/batchnorm/mul/ReadVariableOp"; +"1285 yolo_v4/sync_batch_normalization_47/batchnorm/mul/ReadVariableOp" -> "1286 yolo_v4/sync_batch_normalization_47/batchnorm/mul"; +"1286 yolo_v4/sync_batch_normalization_47/batchnorm/mul" -> "1287 yolo_v4/sync_batch_normalization_47/batchnorm/mul_1"; +"1286 yolo_v4/sync_batch_normalization_47/batchnorm/mul" -> "1290 yolo_v4/sync_batch_normalization_47/batchnorm/mul_2"; +"1287 yolo_v4/sync_batch_normalization_47/batchnorm/mul_1" -> "1294 yolo_v4/sync_batch_normalization_47/batchnorm/add_1"; +"1288 yolo_v4/sync_batch_normalization_47/batchnorm/ReadVariableOp_1/resource" -> "1289 yolo_v4/sync_batch_normalization_47/batchnorm/ReadVariableOp_1"; +"1289 yolo_v4/sync_batch_normalization_47/batchnorm/ReadVariableOp_1" -> "1290 yolo_v4/sync_batch_normalization_47/batchnorm/mul_2"; +"1290 yolo_v4/sync_batch_normalization_47/batchnorm/mul_2" -> "1293 yolo_v4/sync_batch_normalization_47/batchnorm/sub"; +"1291 yolo_v4/sync_batch_normalization_47/batchnorm/ReadVariableOp_2/resource" -> "1292 yolo_v4/sync_batch_normalization_47/batchnorm/ReadVariableOp_2"; +"1292 yolo_v4/sync_batch_normalization_47/batchnorm/ReadVariableOp_2" -> "1293 yolo_v4/sync_batch_normalization_47/batchnorm/sub"; +"1293 yolo_v4/sync_batch_normalization_47/batchnorm/sub" -> "1294 yolo_v4/sync_batch_normalization_47/batchnorm/add_1"; +"1294 yolo_v4/sync_batch_normalization_47/batchnorm/add_1" -> "1295 yolo_v4/activation_47/Softplus"; +"1294 yolo_v4/sync_batch_normalization_47/batchnorm/add_1" -> "1297 yolo_v4/activation_47/mul"; +"1295 yolo_v4/activation_47/Softplus" -> "1296 yolo_v4/activation_47/Tanh"; +"1296 yolo_v4/activation_47/Tanh" -> "1297 yolo_v4/activation_47/mul"; +"1297 yolo_v4/activation_47/mul" -> "1305 yolo_v4/conv2d_48/Conv2D"; +"1298 yolo_v4/conv2d_48/Sigmoid/ReadVariableOp/resource" -> "1299 yolo_v4/conv2d_48/Sigmoid/ReadVariableOp"; +"1299 yolo_v4/conv2d_48/Sigmoid/ReadVariableOp" -> "1300 yolo_v4/conv2d_48/Sigmoid"; +"1300 yolo_v4/conv2d_48/Sigmoid" -> "1301 yolo_v4/conv2d_48/Round"; +"1301 yolo_v4/conv2d_48/Round" -> "1304 yolo_v4/conv2d_48/mul"; +"1302 yolo_v4/conv2d_48/ReadVariableOp/resource" -> "1303 yolo_v4/conv2d_48/ReadVariableOp"; +"1303 yolo_v4/conv2d_48/ReadVariableOp" -> "1304 yolo_v4/conv2d_48/mul"; +"1304 yolo_v4/conv2d_48/mul" -> "1305 yolo_v4/conv2d_48/Conv2D"; +"1305 yolo_v4/conv2d_48/Conv2D" -> "1314 yolo_v4/sync_batch_normalization_48/batchnorm/mul_1"; +"1306 yolo_v4/sync_batch_normalization_48/batchnorm/ReadVariableOp/resource" -> "1307 yolo_v4/sync_batch_normalization_48/batchnorm/ReadVariableOp"; +"1307 yolo_v4/sync_batch_normalization_48/batchnorm/ReadVariableOp" -> "1309 yolo_v4/sync_batch_normalization_48/batchnorm/add"; +"1308 yolo_v4/sync_batch_normalization_48/batchnorm/add/y" -> "1309 yolo_v4/sync_batch_normalization_48/batchnorm/add"; +"1309 yolo_v4/sync_batch_normalization_48/batchnorm/add" -> "1310 yolo_v4/sync_batch_normalization_48/batchnorm/Rsqrt"; +"1310 yolo_v4/sync_batch_normalization_48/batchnorm/Rsqrt" -> "1313 yolo_v4/sync_batch_normalization_48/batchnorm/mul"; +"1311 yolo_v4/sync_batch_normalization_48/batchnorm/mul/ReadVariableOp/resource" -> "1312 yolo_v4/sync_batch_normalization_48/batchnorm/mul/ReadVariableOp"; +"1312 yolo_v4/sync_batch_normalization_48/batchnorm/mul/ReadVariableOp" -> "1313 yolo_v4/sync_batch_normalization_48/batchnorm/mul"; +"1313 yolo_v4/sync_batch_normalization_48/batchnorm/mul" -> "1314 yolo_v4/sync_batch_normalization_48/batchnorm/mul_1"; +"1313 yolo_v4/sync_batch_normalization_48/batchnorm/mul" -> "1317 yolo_v4/sync_batch_normalization_48/batchnorm/mul_2"; +"1314 yolo_v4/sync_batch_normalization_48/batchnorm/mul_1" -> "1321 yolo_v4/sync_batch_normalization_48/batchnorm/add_1"; +"1315 yolo_v4/sync_batch_normalization_48/batchnorm/ReadVariableOp_1/resource" -> "1316 yolo_v4/sync_batch_normalization_48/batchnorm/ReadVariableOp_1"; +"1316 yolo_v4/sync_batch_normalization_48/batchnorm/ReadVariableOp_1" -> "1317 yolo_v4/sync_batch_normalization_48/batchnorm/mul_2"; +"1317 yolo_v4/sync_batch_normalization_48/batchnorm/mul_2" -> "1320 yolo_v4/sync_batch_normalization_48/batchnorm/sub"; +"1318 yolo_v4/sync_batch_normalization_48/batchnorm/ReadVariableOp_2/resource" -> "1319 yolo_v4/sync_batch_normalization_48/batchnorm/ReadVariableOp_2"; +"1319 yolo_v4/sync_batch_normalization_48/batchnorm/ReadVariableOp_2" -> "1320 yolo_v4/sync_batch_normalization_48/batchnorm/sub"; +"1320 yolo_v4/sync_batch_normalization_48/batchnorm/sub" -> "1321 yolo_v4/sync_batch_normalization_48/batchnorm/add_1"; +"1321 yolo_v4/sync_batch_normalization_48/batchnorm/add_1" -> "1322 yolo_v4/activation_48/Softplus"; +"1321 yolo_v4/sync_batch_normalization_48/batchnorm/add_1" -> "1324 yolo_v4/activation_48/mul"; +"1322 yolo_v4/activation_48/Softplus" -> "1323 yolo_v4/activation_48/Tanh"; +"1323 yolo_v4/activation_48/Tanh" -> "1324 yolo_v4/activation_48/mul"; +"1324 yolo_v4/activation_48/mul" -> "1325 yolo_v4/add_14/add"; +"1325 yolo_v4/add_14/add" -> "1333 yolo_v4/conv2d_49/Conv2D"; +"1325 yolo_v4/add_14/add" -> "1380 yolo_v4/add_15/add"; +"1326 yolo_v4/conv2d_49/Sigmoid/ReadVariableOp/resource" -> "1327 yolo_v4/conv2d_49/Sigmoid/ReadVariableOp"; +"1327 yolo_v4/conv2d_49/Sigmoid/ReadVariableOp" -> "1328 yolo_v4/conv2d_49/Sigmoid"; +"1328 yolo_v4/conv2d_49/Sigmoid" -> "1329 yolo_v4/conv2d_49/Round"; +"1329 yolo_v4/conv2d_49/Round" -> "1332 yolo_v4/conv2d_49/mul"; +"1330 yolo_v4/conv2d_49/ReadVariableOp/resource" -> "1331 yolo_v4/conv2d_49/ReadVariableOp"; +"1331 yolo_v4/conv2d_49/ReadVariableOp" -> "1332 yolo_v4/conv2d_49/mul"; +"1332 yolo_v4/conv2d_49/mul" -> "1333 yolo_v4/conv2d_49/Conv2D"; +"1333 yolo_v4/conv2d_49/Conv2D" -> "1342 yolo_v4/sync_batch_normalization_49/batchnorm/mul_1"; +"1334 yolo_v4/sync_batch_normalization_49/batchnorm/ReadVariableOp/resource" -> "1335 yolo_v4/sync_batch_normalization_49/batchnorm/ReadVariableOp"; +"1335 yolo_v4/sync_batch_normalization_49/batchnorm/ReadVariableOp" -> "1337 yolo_v4/sync_batch_normalization_49/batchnorm/add"; +"1336 yolo_v4/sync_batch_normalization_49/batchnorm/add/y" -> "1337 yolo_v4/sync_batch_normalization_49/batchnorm/add"; +"1337 yolo_v4/sync_batch_normalization_49/batchnorm/add" -> "1338 yolo_v4/sync_batch_normalization_49/batchnorm/Rsqrt"; +"1338 yolo_v4/sync_batch_normalization_49/batchnorm/Rsqrt" -> "1341 yolo_v4/sync_batch_normalization_49/batchnorm/mul"; +"1339 yolo_v4/sync_batch_normalization_49/batchnorm/mul/ReadVariableOp/resource" -> "1340 yolo_v4/sync_batch_normalization_49/batchnorm/mul/ReadVariableOp"; +"1340 yolo_v4/sync_batch_normalization_49/batchnorm/mul/ReadVariableOp" -> "1341 yolo_v4/sync_batch_normalization_49/batchnorm/mul"; +"1341 yolo_v4/sync_batch_normalization_49/batchnorm/mul" -> "1342 yolo_v4/sync_batch_normalization_49/batchnorm/mul_1"; +"1341 yolo_v4/sync_batch_normalization_49/batchnorm/mul" -> "1345 yolo_v4/sync_batch_normalization_49/batchnorm/mul_2"; +"1342 yolo_v4/sync_batch_normalization_49/batchnorm/mul_1" -> "1349 yolo_v4/sync_batch_normalization_49/batchnorm/add_1"; +"1343 yolo_v4/sync_batch_normalization_49/batchnorm/ReadVariableOp_1/resource" -> "1344 yolo_v4/sync_batch_normalization_49/batchnorm/ReadVariableOp_1"; +"1344 yolo_v4/sync_batch_normalization_49/batchnorm/ReadVariableOp_1" -> "1345 yolo_v4/sync_batch_normalization_49/batchnorm/mul_2"; +"1345 yolo_v4/sync_batch_normalization_49/batchnorm/mul_2" -> "1348 yolo_v4/sync_batch_normalization_49/batchnorm/sub"; +"1346 yolo_v4/sync_batch_normalization_49/batchnorm/ReadVariableOp_2/resource" -> "1347 yolo_v4/sync_batch_normalization_49/batchnorm/ReadVariableOp_2"; +"1347 yolo_v4/sync_batch_normalization_49/batchnorm/ReadVariableOp_2" -> "1348 yolo_v4/sync_batch_normalization_49/batchnorm/sub"; +"1348 yolo_v4/sync_batch_normalization_49/batchnorm/sub" -> "1349 yolo_v4/sync_batch_normalization_49/batchnorm/add_1"; +"1349 yolo_v4/sync_batch_normalization_49/batchnorm/add_1" -> "1350 yolo_v4/activation_49/Softplus"; +"1349 yolo_v4/sync_batch_normalization_49/batchnorm/add_1" -> "1352 yolo_v4/activation_49/mul"; +"1350 yolo_v4/activation_49/Softplus" -> "1351 yolo_v4/activation_49/Tanh"; +"1351 yolo_v4/activation_49/Tanh" -> "1352 yolo_v4/activation_49/mul"; +"1352 yolo_v4/activation_49/mul" -> "1360 yolo_v4/conv2d_50/Conv2D"; +"1353 yolo_v4/conv2d_50/Sigmoid/ReadVariableOp/resource" -> "1354 yolo_v4/conv2d_50/Sigmoid/ReadVariableOp"; +"1354 yolo_v4/conv2d_50/Sigmoid/ReadVariableOp" -> "1355 yolo_v4/conv2d_50/Sigmoid"; +"1355 yolo_v4/conv2d_50/Sigmoid" -> "1356 yolo_v4/conv2d_50/Round"; +"1356 yolo_v4/conv2d_50/Round" -> "1359 yolo_v4/conv2d_50/mul"; +"1357 yolo_v4/conv2d_50/ReadVariableOp/resource" -> "1358 yolo_v4/conv2d_50/ReadVariableOp"; +"1358 yolo_v4/conv2d_50/ReadVariableOp" -> "1359 yolo_v4/conv2d_50/mul"; +"1359 yolo_v4/conv2d_50/mul" -> "1360 yolo_v4/conv2d_50/Conv2D"; +"1360 yolo_v4/conv2d_50/Conv2D" -> "1369 yolo_v4/sync_batch_normalization_50/batchnorm/mul_1"; +"1361 yolo_v4/sync_batch_normalization_50/batchnorm/ReadVariableOp/resource" -> "1362 yolo_v4/sync_batch_normalization_50/batchnorm/ReadVariableOp"; +"1362 yolo_v4/sync_batch_normalization_50/batchnorm/ReadVariableOp" -> "1364 yolo_v4/sync_batch_normalization_50/batchnorm/add"; +"1363 yolo_v4/sync_batch_normalization_50/batchnorm/add/y" -> "1364 yolo_v4/sync_batch_normalization_50/batchnorm/add"; +"1364 yolo_v4/sync_batch_normalization_50/batchnorm/add" -> "1365 yolo_v4/sync_batch_normalization_50/batchnorm/Rsqrt"; +"1365 yolo_v4/sync_batch_normalization_50/batchnorm/Rsqrt" -> "1368 yolo_v4/sync_batch_normalization_50/batchnorm/mul"; +"1366 yolo_v4/sync_batch_normalization_50/batchnorm/mul/ReadVariableOp/resource" -> "1367 yolo_v4/sync_batch_normalization_50/batchnorm/mul/ReadVariableOp"; +"1367 yolo_v4/sync_batch_normalization_50/batchnorm/mul/ReadVariableOp" -> "1368 yolo_v4/sync_batch_normalization_50/batchnorm/mul"; +"1368 yolo_v4/sync_batch_normalization_50/batchnorm/mul" -> "1369 yolo_v4/sync_batch_normalization_50/batchnorm/mul_1"; +"1368 yolo_v4/sync_batch_normalization_50/batchnorm/mul" -> "1372 yolo_v4/sync_batch_normalization_50/batchnorm/mul_2"; +"1369 yolo_v4/sync_batch_normalization_50/batchnorm/mul_1" -> "1376 yolo_v4/sync_batch_normalization_50/batchnorm/add_1"; +"1370 yolo_v4/sync_batch_normalization_50/batchnorm/ReadVariableOp_1/resource" -> "1371 yolo_v4/sync_batch_normalization_50/batchnorm/ReadVariableOp_1"; +"1371 yolo_v4/sync_batch_normalization_50/batchnorm/ReadVariableOp_1" -> "1372 yolo_v4/sync_batch_normalization_50/batchnorm/mul_2"; +"1372 yolo_v4/sync_batch_normalization_50/batchnorm/mul_2" -> "1375 yolo_v4/sync_batch_normalization_50/batchnorm/sub"; +"1373 yolo_v4/sync_batch_normalization_50/batchnorm/ReadVariableOp_2/resource" -> "1374 yolo_v4/sync_batch_normalization_50/batchnorm/ReadVariableOp_2"; +"1374 yolo_v4/sync_batch_normalization_50/batchnorm/ReadVariableOp_2" -> "1375 yolo_v4/sync_batch_normalization_50/batchnorm/sub"; +"1375 yolo_v4/sync_batch_normalization_50/batchnorm/sub" -> "1376 yolo_v4/sync_batch_normalization_50/batchnorm/add_1"; +"1376 yolo_v4/sync_batch_normalization_50/batchnorm/add_1" -> "1377 yolo_v4/activation_50/Softplus"; +"1376 yolo_v4/sync_batch_normalization_50/batchnorm/add_1" -> "1379 yolo_v4/activation_50/mul"; +"1377 yolo_v4/activation_50/Softplus" -> "1378 yolo_v4/activation_50/Tanh"; +"1378 yolo_v4/activation_50/Tanh" -> "1379 yolo_v4/activation_50/mul"; +"1379 yolo_v4/activation_50/mul" -> "1380 yolo_v4/add_15/add"; +"1380 yolo_v4/add_15/add" -> "1388 yolo_v4/conv2d_51/Conv2D"; +"1380 yolo_v4/add_15/add" -> "1435 yolo_v4/add_16/add"; +"1381 yolo_v4/conv2d_51/Sigmoid/ReadVariableOp/resource" -> "1382 yolo_v4/conv2d_51/Sigmoid/ReadVariableOp"; +"1382 yolo_v4/conv2d_51/Sigmoid/ReadVariableOp" -> "1383 yolo_v4/conv2d_51/Sigmoid"; +"1383 yolo_v4/conv2d_51/Sigmoid" -> "1384 yolo_v4/conv2d_51/Round"; +"1384 yolo_v4/conv2d_51/Round" -> "1387 yolo_v4/conv2d_51/mul"; +"1385 yolo_v4/conv2d_51/ReadVariableOp/resource" -> "1386 yolo_v4/conv2d_51/ReadVariableOp"; +"1386 yolo_v4/conv2d_51/ReadVariableOp" -> "1387 yolo_v4/conv2d_51/mul"; +"1387 yolo_v4/conv2d_51/mul" -> "1388 yolo_v4/conv2d_51/Conv2D"; +"1388 yolo_v4/conv2d_51/Conv2D" -> "1397 yolo_v4/sync_batch_normalization_51/batchnorm/mul_1"; +"1389 yolo_v4/sync_batch_normalization_51/batchnorm/ReadVariableOp/resource" -> "1390 yolo_v4/sync_batch_normalization_51/batchnorm/ReadVariableOp"; +"1390 yolo_v4/sync_batch_normalization_51/batchnorm/ReadVariableOp" -> "1392 yolo_v4/sync_batch_normalization_51/batchnorm/add"; +"1391 yolo_v4/sync_batch_normalization_51/batchnorm/add/y" -> "1392 yolo_v4/sync_batch_normalization_51/batchnorm/add"; +"1392 yolo_v4/sync_batch_normalization_51/batchnorm/add" -> "1393 yolo_v4/sync_batch_normalization_51/batchnorm/Rsqrt"; +"1393 yolo_v4/sync_batch_normalization_51/batchnorm/Rsqrt" -> "1396 yolo_v4/sync_batch_normalization_51/batchnorm/mul"; +"1394 yolo_v4/sync_batch_normalization_51/batchnorm/mul/ReadVariableOp/resource" -> "1395 yolo_v4/sync_batch_normalization_51/batchnorm/mul/ReadVariableOp"; +"1395 yolo_v4/sync_batch_normalization_51/batchnorm/mul/ReadVariableOp" -> "1396 yolo_v4/sync_batch_normalization_51/batchnorm/mul"; +"1396 yolo_v4/sync_batch_normalization_51/batchnorm/mul" -> "1397 yolo_v4/sync_batch_normalization_51/batchnorm/mul_1"; +"1396 yolo_v4/sync_batch_normalization_51/batchnorm/mul" -> "1400 yolo_v4/sync_batch_normalization_51/batchnorm/mul_2"; +"1397 yolo_v4/sync_batch_normalization_51/batchnorm/mul_1" -> "1404 yolo_v4/sync_batch_normalization_51/batchnorm/add_1"; +"1398 yolo_v4/sync_batch_normalization_51/batchnorm/ReadVariableOp_1/resource" -> "1399 yolo_v4/sync_batch_normalization_51/batchnorm/ReadVariableOp_1"; +"1399 yolo_v4/sync_batch_normalization_51/batchnorm/ReadVariableOp_1" -> "1400 yolo_v4/sync_batch_normalization_51/batchnorm/mul_2"; +"1400 yolo_v4/sync_batch_normalization_51/batchnorm/mul_2" -> "1403 yolo_v4/sync_batch_normalization_51/batchnorm/sub"; +"1401 yolo_v4/sync_batch_normalization_51/batchnorm/ReadVariableOp_2/resource" -> "1402 yolo_v4/sync_batch_normalization_51/batchnorm/ReadVariableOp_2"; +"1402 yolo_v4/sync_batch_normalization_51/batchnorm/ReadVariableOp_2" -> "1403 yolo_v4/sync_batch_normalization_51/batchnorm/sub"; +"1403 yolo_v4/sync_batch_normalization_51/batchnorm/sub" -> "1404 yolo_v4/sync_batch_normalization_51/batchnorm/add_1"; +"1404 yolo_v4/sync_batch_normalization_51/batchnorm/add_1" -> "1405 yolo_v4/activation_51/Softplus"; +"1404 yolo_v4/sync_batch_normalization_51/batchnorm/add_1" -> "1407 yolo_v4/activation_51/mul"; +"1405 yolo_v4/activation_51/Softplus" -> "1406 yolo_v4/activation_51/Tanh"; +"1406 yolo_v4/activation_51/Tanh" -> "1407 yolo_v4/activation_51/mul"; +"1407 yolo_v4/activation_51/mul" -> "1415 yolo_v4/conv2d_52/Conv2D"; +"1408 yolo_v4/conv2d_52/Sigmoid/ReadVariableOp/resource" -> "1409 yolo_v4/conv2d_52/Sigmoid/ReadVariableOp"; +"1409 yolo_v4/conv2d_52/Sigmoid/ReadVariableOp" -> "1410 yolo_v4/conv2d_52/Sigmoid"; +"1410 yolo_v4/conv2d_52/Sigmoid" -> "1411 yolo_v4/conv2d_52/Round"; +"1411 yolo_v4/conv2d_52/Round" -> "1414 yolo_v4/conv2d_52/mul"; +"1412 yolo_v4/conv2d_52/ReadVariableOp/resource" -> "1413 yolo_v4/conv2d_52/ReadVariableOp"; +"1413 yolo_v4/conv2d_52/ReadVariableOp" -> "1414 yolo_v4/conv2d_52/mul"; +"1414 yolo_v4/conv2d_52/mul" -> "1415 yolo_v4/conv2d_52/Conv2D"; +"1415 yolo_v4/conv2d_52/Conv2D" -> "1424 yolo_v4/sync_batch_normalization_52/batchnorm/mul_1"; +"1416 yolo_v4/sync_batch_normalization_52/batchnorm/ReadVariableOp/resource" -> "1417 yolo_v4/sync_batch_normalization_52/batchnorm/ReadVariableOp"; +"1417 yolo_v4/sync_batch_normalization_52/batchnorm/ReadVariableOp" -> "1419 yolo_v4/sync_batch_normalization_52/batchnorm/add"; +"1418 yolo_v4/sync_batch_normalization_52/batchnorm/add/y" -> "1419 yolo_v4/sync_batch_normalization_52/batchnorm/add"; +"1419 yolo_v4/sync_batch_normalization_52/batchnorm/add" -> "1420 yolo_v4/sync_batch_normalization_52/batchnorm/Rsqrt"; +"1420 yolo_v4/sync_batch_normalization_52/batchnorm/Rsqrt" -> "1423 yolo_v4/sync_batch_normalization_52/batchnorm/mul"; +"1421 yolo_v4/sync_batch_normalization_52/batchnorm/mul/ReadVariableOp/resource" -> "1422 yolo_v4/sync_batch_normalization_52/batchnorm/mul/ReadVariableOp"; +"1422 yolo_v4/sync_batch_normalization_52/batchnorm/mul/ReadVariableOp" -> "1423 yolo_v4/sync_batch_normalization_52/batchnorm/mul"; +"1423 yolo_v4/sync_batch_normalization_52/batchnorm/mul" -> "1424 yolo_v4/sync_batch_normalization_52/batchnorm/mul_1"; +"1423 yolo_v4/sync_batch_normalization_52/batchnorm/mul" -> "1427 yolo_v4/sync_batch_normalization_52/batchnorm/mul_2"; +"1424 yolo_v4/sync_batch_normalization_52/batchnorm/mul_1" -> "1431 yolo_v4/sync_batch_normalization_52/batchnorm/add_1"; +"1425 yolo_v4/sync_batch_normalization_52/batchnorm/ReadVariableOp_1/resource" -> "1426 yolo_v4/sync_batch_normalization_52/batchnorm/ReadVariableOp_1"; +"1426 yolo_v4/sync_batch_normalization_52/batchnorm/ReadVariableOp_1" -> "1427 yolo_v4/sync_batch_normalization_52/batchnorm/mul_2"; +"1427 yolo_v4/sync_batch_normalization_52/batchnorm/mul_2" -> "1430 yolo_v4/sync_batch_normalization_52/batchnorm/sub"; +"1428 yolo_v4/sync_batch_normalization_52/batchnorm/ReadVariableOp_2/resource" -> "1429 yolo_v4/sync_batch_normalization_52/batchnorm/ReadVariableOp_2"; +"1429 yolo_v4/sync_batch_normalization_52/batchnorm/ReadVariableOp_2" -> "1430 yolo_v4/sync_batch_normalization_52/batchnorm/sub"; +"1430 yolo_v4/sync_batch_normalization_52/batchnorm/sub" -> "1431 yolo_v4/sync_batch_normalization_52/batchnorm/add_1"; +"1431 yolo_v4/sync_batch_normalization_52/batchnorm/add_1" -> "1432 yolo_v4/activation_52/Softplus"; +"1431 yolo_v4/sync_batch_normalization_52/batchnorm/add_1" -> "1434 yolo_v4/activation_52/mul"; +"1432 yolo_v4/activation_52/Softplus" -> "1433 yolo_v4/activation_52/Tanh"; +"1433 yolo_v4/activation_52/Tanh" -> "1434 yolo_v4/activation_52/mul"; +"1434 yolo_v4/activation_52/mul" -> "1435 yolo_v4/add_16/add"; +"1435 yolo_v4/add_16/add" -> "1443 yolo_v4/conv2d_53/Conv2D"; +"1435 yolo_v4/add_16/add" -> "1490 yolo_v4/add_17/add"; +"1436 yolo_v4/conv2d_53/Sigmoid/ReadVariableOp/resource" -> "1437 yolo_v4/conv2d_53/Sigmoid/ReadVariableOp"; +"1437 yolo_v4/conv2d_53/Sigmoid/ReadVariableOp" -> "1438 yolo_v4/conv2d_53/Sigmoid"; +"1438 yolo_v4/conv2d_53/Sigmoid" -> "1439 yolo_v4/conv2d_53/Round"; +"1439 yolo_v4/conv2d_53/Round" -> "1442 yolo_v4/conv2d_53/mul"; +"1440 yolo_v4/conv2d_53/ReadVariableOp/resource" -> "1441 yolo_v4/conv2d_53/ReadVariableOp"; +"1441 yolo_v4/conv2d_53/ReadVariableOp" -> "1442 yolo_v4/conv2d_53/mul"; +"1442 yolo_v4/conv2d_53/mul" -> "1443 yolo_v4/conv2d_53/Conv2D"; +"1443 yolo_v4/conv2d_53/Conv2D" -> "1452 yolo_v4/sync_batch_normalization_53/batchnorm/mul_1"; +"1444 yolo_v4/sync_batch_normalization_53/batchnorm/ReadVariableOp/resource" -> "1445 yolo_v4/sync_batch_normalization_53/batchnorm/ReadVariableOp"; +"1445 yolo_v4/sync_batch_normalization_53/batchnorm/ReadVariableOp" -> "1447 yolo_v4/sync_batch_normalization_53/batchnorm/add"; +"1446 yolo_v4/sync_batch_normalization_53/batchnorm/add/y" -> "1447 yolo_v4/sync_batch_normalization_53/batchnorm/add"; +"1447 yolo_v4/sync_batch_normalization_53/batchnorm/add" -> "1448 yolo_v4/sync_batch_normalization_53/batchnorm/Rsqrt"; +"1448 yolo_v4/sync_batch_normalization_53/batchnorm/Rsqrt" -> "1451 yolo_v4/sync_batch_normalization_53/batchnorm/mul"; +"1449 yolo_v4/sync_batch_normalization_53/batchnorm/mul/ReadVariableOp/resource" -> "1450 yolo_v4/sync_batch_normalization_53/batchnorm/mul/ReadVariableOp"; +"1450 yolo_v4/sync_batch_normalization_53/batchnorm/mul/ReadVariableOp" -> "1451 yolo_v4/sync_batch_normalization_53/batchnorm/mul"; +"1451 yolo_v4/sync_batch_normalization_53/batchnorm/mul" -> "1452 yolo_v4/sync_batch_normalization_53/batchnorm/mul_1"; +"1451 yolo_v4/sync_batch_normalization_53/batchnorm/mul" -> "1455 yolo_v4/sync_batch_normalization_53/batchnorm/mul_2"; +"1452 yolo_v4/sync_batch_normalization_53/batchnorm/mul_1" -> "1459 yolo_v4/sync_batch_normalization_53/batchnorm/add_1"; +"1453 yolo_v4/sync_batch_normalization_53/batchnorm/ReadVariableOp_1/resource" -> "1454 yolo_v4/sync_batch_normalization_53/batchnorm/ReadVariableOp_1"; +"1454 yolo_v4/sync_batch_normalization_53/batchnorm/ReadVariableOp_1" -> "1455 yolo_v4/sync_batch_normalization_53/batchnorm/mul_2"; +"1455 yolo_v4/sync_batch_normalization_53/batchnorm/mul_2" -> "1458 yolo_v4/sync_batch_normalization_53/batchnorm/sub"; +"1456 yolo_v4/sync_batch_normalization_53/batchnorm/ReadVariableOp_2/resource" -> "1457 yolo_v4/sync_batch_normalization_53/batchnorm/ReadVariableOp_2"; +"1457 yolo_v4/sync_batch_normalization_53/batchnorm/ReadVariableOp_2" -> "1458 yolo_v4/sync_batch_normalization_53/batchnorm/sub"; +"1458 yolo_v4/sync_batch_normalization_53/batchnorm/sub" -> "1459 yolo_v4/sync_batch_normalization_53/batchnorm/add_1"; +"1459 yolo_v4/sync_batch_normalization_53/batchnorm/add_1" -> "1460 yolo_v4/activation_53/Softplus"; +"1459 yolo_v4/sync_batch_normalization_53/batchnorm/add_1" -> "1462 yolo_v4/activation_53/mul"; +"1460 yolo_v4/activation_53/Softplus" -> "1461 yolo_v4/activation_53/Tanh"; +"1461 yolo_v4/activation_53/Tanh" -> "1462 yolo_v4/activation_53/mul"; +"1462 yolo_v4/activation_53/mul" -> "1470 yolo_v4/conv2d_54/Conv2D"; +"1463 yolo_v4/conv2d_54/Sigmoid/ReadVariableOp/resource" -> "1464 yolo_v4/conv2d_54/Sigmoid/ReadVariableOp"; +"1464 yolo_v4/conv2d_54/Sigmoid/ReadVariableOp" -> "1465 yolo_v4/conv2d_54/Sigmoid"; +"1465 yolo_v4/conv2d_54/Sigmoid" -> "1466 yolo_v4/conv2d_54/Round"; +"1466 yolo_v4/conv2d_54/Round" -> "1469 yolo_v4/conv2d_54/mul"; +"1467 yolo_v4/conv2d_54/ReadVariableOp/resource" -> "1468 yolo_v4/conv2d_54/ReadVariableOp"; +"1468 yolo_v4/conv2d_54/ReadVariableOp" -> "1469 yolo_v4/conv2d_54/mul"; +"1469 yolo_v4/conv2d_54/mul" -> "1470 yolo_v4/conv2d_54/Conv2D"; +"1470 yolo_v4/conv2d_54/Conv2D" -> "1479 yolo_v4/sync_batch_normalization_54/batchnorm/mul_1"; +"1471 yolo_v4/sync_batch_normalization_54/batchnorm/ReadVariableOp/resource" -> "1472 yolo_v4/sync_batch_normalization_54/batchnorm/ReadVariableOp"; +"1472 yolo_v4/sync_batch_normalization_54/batchnorm/ReadVariableOp" -> "1474 yolo_v4/sync_batch_normalization_54/batchnorm/add"; +"1473 yolo_v4/sync_batch_normalization_54/batchnorm/add/y" -> "1474 yolo_v4/sync_batch_normalization_54/batchnorm/add"; +"1474 yolo_v4/sync_batch_normalization_54/batchnorm/add" -> "1475 yolo_v4/sync_batch_normalization_54/batchnorm/Rsqrt"; +"1475 yolo_v4/sync_batch_normalization_54/batchnorm/Rsqrt" -> "1478 yolo_v4/sync_batch_normalization_54/batchnorm/mul"; +"1476 yolo_v4/sync_batch_normalization_54/batchnorm/mul/ReadVariableOp/resource" -> "1477 yolo_v4/sync_batch_normalization_54/batchnorm/mul/ReadVariableOp"; +"1477 yolo_v4/sync_batch_normalization_54/batchnorm/mul/ReadVariableOp" -> "1478 yolo_v4/sync_batch_normalization_54/batchnorm/mul"; +"1478 yolo_v4/sync_batch_normalization_54/batchnorm/mul" -> "1479 yolo_v4/sync_batch_normalization_54/batchnorm/mul_1"; +"1478 yolo_v4/sync_batch_normalization_54/batchnorm/mul" -> "1482 yolo_v4/sync_batch_normalization_54/batchnorm/mul_2"; +"1479 yolo_v4/sync_batch_normalization_54/batchnorm/mul_1" -> "1486 yolo_v4/sync_batch_normalization_54/batchnorm/add_1"; +"1480 yolo_v4/sync_batch_normalization_54/batchnorm/ReadVariableOp_1/resource" -> "1481 yolo_v4/sync_batch_normalization_54/batchnorm/ReadVariableOp_1"; +"1481 yolo_v4/sync_batch_normalization_54/batchnorm/ReadVariableOp_1" -> "1482 yolo_v4/sync_batch_normalization_54/batchnorm/mul_2"; +"1482 yolo_v4/sync_batch_normalization_54/batchnorm/mul_2" -> "1485 yolo_v4/sync_batch_normalization_54/batchnorm/sub"; +"1483 yolo_v4/sync_batch_normalization_54/batchnorm/ReadVariableOp_2/resource" -> "1484 yolo_v4/sync_batch_normalization_54/batchnorm/ReadVariableOp_2"; +"1484 yolo_v4/sync_batch_normalization_54/batchnorm/ReadVariableOp_2" -> "1485 yolo_v4/sync_batch_normalization_54/batchnorm/sub"; +"1485 yolo_v4/sync_batch_normalization_54/batchnorm/sub" -> "1486 yolo_v4/sync_batch_normalization_54/batchnorm/add_1"; +"1486 yolo_v4/sync_batch_normalization_54/batchnorm/add_1" -> "1487 yolo_v4/activation_54/Softplus"; +"1486 yolo_v4/sync_batch_normalization_54/batchnorm/add_1" -> "1489 yolo_v4/activation_54/mul"; +"1487 yolo_v4/activation_54/Softplus" -> "1488 yolo_v4/activation_54/Tanh"; +"1488 yolo_v4/activation_54/Tanh" -> "1489 yolo_v4/activation_54/mul"; +"1489 yolo_v4/activation_54/mul" -> "1490 yolo_v4/add_17/add"; +"1490 yolo_v4/add_17/add" -> "1498 yolo_v4/conv2d_55/Conv2D"; +"1490 yolo_v4/add_17/add" -> "1545 yolo_v4/add_18/add"; +"1491 yolo_v4/conv2d_55/Sigmoid/ReadVariableOp/resource" -> "1492 yolo_v4/conv2d_55/Sigmoid/ReadVariableOp"; +"1492 yolo_v4/conv2d_55/Sigmoid/ReadVariableOp" -> "1493 yolo_v4/conv2d_55/Sigmoid"; +"1493 yolo_v4/conv2d_55/Sigmoid" -> "1494 yolo_v4/conv2d_55/Round"; +"1494 yolo_v4/conv2d_55/Round" -> "1497 yolo_v4/conv2d_55/mul"; +"1495 yolo_v4/conv2d_55/ReadVariableOp/resource" -> "1496 yolo_v4/conv2d_55/ReadVariableOp"; +"1496 yolo_v4/conv2d_55/ReadVariableOp" -> "1497 yolo_v4/conv2d_55/mul"; +"1497 yolo_v4/conv2d_55/mul" -> "1498 yolo_v4/conv2d_55/Conv2D"; +"1498 yolo_v4/conv2d_55/Conv2D" -> "1507 yolo_v4/sync_batch_normalization_55/batchnorm/mul_1"; +"1499 yolo_v4/sync_batch_normalization_55/batchnorm/ReadVariableOp/resource" -> "1500 yolo_v4/sync_batch_normalization_55/batchnorm/ReadVariableOp"; +"1500 yolo_v4/sync_batch_normalization_55/batchnorm/ReadVariableOp" -> "1502 yolo_v4/sync_batch_normalization_55/batchnorm/add"; +"1501 yolo_v4/sync_batch_normalization_55/batchnorm/add/y" -> "1502 yolo_v4/sync_batch_normalization_55/batchnorm/add"; +"1502 yolo_v4/sync_batch_normalization_55/batchnorm/add" -> "1503 yolo_v4/sync_batch_normalization_55/batchnorm/Rsqrt"; +"1503 yolo_v4/sync_batch_normalization_55/batchnorm/Rsqrt" -> "1506 yolo_v4/sync_batch_normalization_55/batchnorm/mul"; +"1504 yolo_v4/sync_batch_normalization_55/batchnorm/mul/ReadVariableOp/resource" -> "1505 yolo_v4/sync_batch_normalization_55/batchnorm/mul/ReadVariableOp"; +"1505 yolo_v4/sync_batch_normalization_55/batchnorm/mul/ReadVariableOp" -> "1506 yolo_v4/sync_batch_normalization_55/batchnorm/mul"; +"1506 yolo_v4/sync_batch_normalization_55/batchnorm/mul" -> "1507 yolo_v4/sync_batch_normalization_55/batchnorm/mul_1"; +"1506 yolo_v4/sync_batch_normalization_55/batchnorm/mul" -> "1510 yolo_v4/sync_batch_normalization_55/batchnorm/mul_2"; +"1507 yolo_v4/sync_batch_normalization_55/batchnorm/mul_1" -> "1514 yolo_v4/sync_batch_normalization_55/batchnorm/add_1"; +"1508 yolo_v4/sync_batch_normalization_55/batchnorm/ReadVariableOp_1/resource" -> "1509 yolo_v4/sync_batch_normalization_55/batchnorm/ReadVariableOp_1"; +"1509 yolo_v4/sync_batch_normalization_55/batchnorm/ReadVariableOp_1" -> "1510 yolo_v4/sync_batch_normalization_55/batchnorm/mul_2"; +"1510 yolo_v4/sync_batch_normalization_55/batchnorm/mul_2" -> "1513 yolo_v4/sync_batch_normalization_55/batchnorm/sub"; +"1511 yolo_v4/sync_batch_normalization_55/batchnorm/ReadVariableOp_2/resource" -> "1512 yolo_v4/sync_batch_normalization_55/batchnorm/ReadVariableOp_2"; +"1512 yolo_v4/sync_batch_normalization_55/batchnorm/ReadVariableOp_2" -> "1513 yolo_v4/sync_batch_normalization_55/batchnorm/sub"; +"1513 yolo_v4/sync_batch_normalization_55/batchnorm/sub" -> "1514 yolo_v4/sync_batch_normalization_55/batchnorm/add_1"; +"1514 yolo_v4/sync_batch_normalization_55/batchnorm/add_1" -> "1515 yolo_v4/activation_55/Softplus"; +"1514 yolo_v4/sync_batch_normalization_55/batchnorm/add_1" -> "1517 yolo_v4/activation_55/mul"; +"1515 yolo_v4/activation_55/Softplus" -> "1516 yolo_v4/activation_55/Tanh"; +"1516 yolo_v4/activation_55/Tanh" -> "1517 yolo_v4/activation_55/mul"; +"1517 yolo_v4/activation_55/mul" -> "1525 yolo_v4/conv2d_56/Conv2D"; +"1518 yolo_v4/conv2d_56/Sigmoid/ReadVariableOp/resource" -> "1519 yolo_v4/conv2d_56/Sigmoid/ReadVariableOp"; +"1519 yolo_v4/conv2d_56/Sigmoid/ReadVariableOp" -> "1520 yolo_v4/conv2d_56/Sigmoid"; +"1520 yolo_v4/conv2d_56/Sigmoid" -> "1521 yolo_v4/conv2d_56/Round"; +"1521 yolo_v4/conv2d_56/Round" -> "1524 yolo_v4/conv2d_56/mul"; +"1522 yolo_v4/conv2d_56/ReadVariableOp/resource" -> "1523 yolo_v4/conv2d_56/ReadVariableOp"; +"1523 yolo_v4/conv2d_56/ReadVariableOp" -> "1524 yolo_v4/conv2d_56/mul"; +"1524 yolo_v4/conv2d_56/mul" -> "1525 yolo_v4/conv2d_56/Conv2D"; +"1525 yolo_v4/conv2d_56/Conv2D" -> "1534 yolo_v4/sync_batch_normalization_56/batchnorm/mul_1"; +"1526 yolo_v4/sync_batch_normalization_56/batchnorm/ReadVariableOp/resource" -> "1527 yolo_v4/sync_batch_normalization_56/batchnorm/ReadVariableOp"; +"1527 yolo_v4/sync_batch_normalization_56/batchnorm/ReadVariableOp" -> "1529 yolo_v4/sync_batch_normalization_56/batchnorm/add"; +"1528 yolo_v4/sync_batch_normalization_56/batchnorm/add/y" -> "1529 yolo_v4/sync_batch_normalization_56/batchnorm/add"; +"1529 yolo_v4/sync_batch_normalization_56/batchnorm/add" -> "1530 yolo_v4/sync_batch_normalization_56/batchnorm/Rsqrt"; +"1530 yolo_v4/sync_batch_normalization_56/batchnorm/Rsqrt" -> "1533 yolo_v4/sync_batch_normalization_56/batchnorm/mul"; +"1531 yolo_v4/sync_batch_normalization_56/batchnorm/mul/ReadVariableOp/resource" -> "1532 yolo_v4/sync_batch_normalization_56/batchnorm/mul/ReadVariableOp"; +"1532 yolo_v4/sync_batch_normalization_56/batchnorm/mul/ReadVariableOp" -> "1533 yolo_v4/sync_batch_normalization_56/batchnorm/mul"; +"1533 yolo_v4/sync_batch_normalization_56/batchnorm/mul" -> "1534 yolo_v4/sync_batch_normalization_56/batchnorm/mul_1"; +"1533 yolo_v4/sync_batch_normalization_56/batchnorm/mul" -> "1537 yolo_v4/sync_batch_normalization_56/batchnorm/mul_2"; +"1534 yolo_v4/sync_batch_normalization_56/batchnorm/mul_1" -> "1541 yolo_v4/sync_batch_normalization_56/batchnorm/add_1"; +"1535 yolo_v4/sync_batch_normalization_56/batchnorm/ReadVariableOp_1/resource" -> "1536 yolo_v4/sync_batch_normalization_56/batchnorm/ReadVariableOp_1"; +"1536 yolo_v4/sync_batch_normalization_56/batchnorm/ReadVariableOp_1" -> "1537 yolo_v4/sync_batch_normalization_56/batchnorm/mul_2"; +"1537 yolo_v4/sync_batch_normalization_56/batchnorm/mul_2" -> "1540 yolo_v4/sync_batch_normalization_56/batchnorm/sub"; +"1538 yolo_v4/sync_batch_normalization_56/batchnorm/ReadVariableOp_2/resource" -> "1539 yolo_v4/sync_batch_normalization_56/batchnorm/ReadVariableOp_2"; +"1539 yolo_v4/sync_batch_normalization_56/batchnorm/ReadVariableOp_2" -> "1540 yolo_v4/sync_batch_normalization_56/batchnorm/sub"; +"1540 yolo_v4/sync_batch_normalization_56/batchnorm/sub" -> "1541 yolo_v4/sync_batch_normalization_56/batchnorm/add_1"; +"1541 yolo_v4/sync_batch_normalization_56/batchnorm/add_1" -> "1542 yolo_v4/activation_56/Softplus"; +"1541 yolo_v4/sync_batch_normalization_56/batchnorm/add_1" -> "1544 yolo_v4/activation_56/mul"; +"1542 yolo_v4/activation_56/Softplus" -> "1543 yolo_v4/activation_56/Tanh"; +"1543 yolo_v4/activation_56/Tanh" -> "1544 yolo_v4/activation_56/mul"; +"1544 yolo_v4/activation_56/mul" -> "1545 yolo_v4/add_18/add"; +"1545 yolo_v4/add_18/add" -> "1561 yolo_v4/conv2d_57/Conv2D"; +"1546 yolo_v4/conv2d_39/Sigmoid/ReadVariableOp/resource" -> "1547 yolo_v4/conv2d_39/Sigmoid/ReadVariableOp"; +"1547 yolo_v4/conv2d_39/Sigmoid/ReadVariableOp" -> "1548 yolo_v4/conv2d_39/Sigmoid"; +"1548 yolo_v4/conv2d_39/Sigmoid" -> "1549 yolo_v4/conv2d_39/Round"; +"1549 yolo_v4/conv2d_39/Round" -> "1552 yolo_v4/conv2d_39/mul"; +"1550 yolo_v4/conv2d_39/ReadVariableOp/resource" -> "1551 yolo_v4/conv2d_39/ReadVariableOp"; +"1551 yolo_v4/conv2d_39/ReadVariableOp" -> "1552 yolo_v4/conv2d_39/mul"; +"1552 yolo_v4/conv2d_39/mul" -> "1553 yolo_v4/conv2d_39/Conv2D"; +"1553 yolo_v4/conv2d_39/Conv2D" -> "1570 yolo_v4/sync_batch_normalization_39/batchnorm/mul_1"; +"1554 yolo_v4/conv2d_57/Sigmoid/ReadVariableOp/resource" -> "1555 yolo_v4/conv2d_57/Sigmoid/ReadVariableOp"; +"1555 yolo_v4/conv2d_57/Sigmoid/ReadVariableOp" -> "1556 yolo_v4/conv2d_57/Sigmoid"; +"1556 yolo_v4/conv2d_57/Sigmoid" -> "1557 yolo_v4/conv2d_57/Round"; +"1557 yolo_v4/conv2d_57/Round" -> "1560 yolo_v4/conv2d_57/mul"; +"1558 yolo_v4/conv2d_57/ReadVariableOp/resource" -> "1559 yolo_v4/conv2d_57/ReadVariableOp"; +"1559 yolo_v4/conv2d_57/ReadVariableOp" -> "1560 yolo_v4/conv2d_57/mul"; +"1560 yolo_v4/conv2d_57/mul" -> "1561 yolo_v4/conv2d_57/Conv2D"; +"1561 yolo_v4/conv2d_57/Conv2D" -> "1586 yolo_v4/sync_batch_normalization_57/batchnorm/mul_1"; +"1562 yolo_v4/sync_batch_normalization_39/batchnorm/ReadVariableOp/resource" -> "1563 yolo_v4/sync_batch_normalization_39/batchnorm/ReadVariableOp"; +"1563 yolo_v4/sync_batch_normalization_39/batchnorm/ReadVariableOp" -> "1565 yolo_v4/sync_batch_normalization_39/batchnorm/add"; +"1564 yolo_v4/sync_batch_normalization_39/batchnorm/add/y" -> "1565 yolo_v4/sync_batch_normalization_39/batchnorm/add"; +"1565 yolo_v4/sync_batch_normalization_39/batchnorm/add" -> "1566 yolo_v4/sync_batch_normalization_39/batchnorm/Rsqrt"; +"1566 yolo_v4/sync_batch_normalization_39/batchnorm/Rsqrt" -> "1569 yolo_v4/sync_batch_normalization_39/batchnorm/mul"; +"1567 yolo_v4/sync_batch_normalization_39/batchnorm/mul/ReadVariableOp/resource" -> "1568 yolo_v4/sync_batch_normalization_39/batchnorm/mul/ReadVariableOp"; +"1568 yolo_v4/sync_batch_normalization_39/batchnorm/mul/ReadVariableOp" -> "1569 yolo_v4/sync_batch_normalization_39/batchnorm/mul"; +"1569 yolo_v4/sync_batch_normalization_39/batchnorm/mul" -> "1570 yolo_v4/sync_batch_normalization_39/batchnorm/mul_1"; +"1569 yolo_v4/sync_batch_normalization_39/batchnorm/mul" -> "1573 yolo_v4/sync_batch_normalization_39/batchnorm/mul_2"; +"1570 yolo_v4/sync_batch_normalization_39/batchnorm/mul_1" -> "1577 yolo_v4/sync_batch_normalization_39/batchnorm/add_1"; +"1571 yolo_v4/sync_batch_normalization_39/batchnorm/ReadVariableOp_1/resource" -> "1572 yolo_v4/sync_batch_normalization_39/batchnorm/ReadVariableOp_1"; +"1572 yolo_v4/sync_batch_normalization_39/batchnorm/ReadVariableOp_1" -> "1573 yolo_v4/sync_batch_normalization_39/batchnorm/mul_2"; +"1573 yolo_v4/sync_batch_normalization_39/batchnorm/mul_2" -> "1576 yolo_v4/sync_batch_normalization_39/batchnorm/sub"; +"1574 yolo_v4/sync_batch_normalization_39/batchnorm/ReadVariableOp_2/resource" -> "1575 yolo_v4/sync_batch_normalization_39/batchnorm/ReadVariableOp_2"; +"1575 yolo_v4/sync_batch_normalization_39/batchnorm/ReadVariableOp_2" -> "1576 yolo_v4/sync_batch_normalization_39/batchnorm/sub"; +"1576 yolo_v4/sync_batch_normalization_39/batchnorm/sub" -> "1577 yolo_v4/sync_batch_normalization_39/batchnorm/add_1"; +"1577 yolo_v4/sync_batch_normalization_39/batchnorm/add_1" -> "1597 yolo_v4/activation_39/Softplus"; +"1577 yolo_v4/sync_batch_normalization_39/batchnorm/add_1" -> "1599 yolo_v4/activation_39/mul"; +"1578 yolo_v4/sync_batch_normalization_57/batchnorm/ReadVariableOp/resource" -> "1579 yolo_v4/sync_batch_normalization_57/batchnorm/ReadVariableOp"; +"1579 yolo_v4/sync_batch_normalization_57/batchnorm/ReadVariableOp" -> "1581 yolo_v4/sync_batch_normalization_57/batchnorm/add"; +"1580 yolo_v4/sync_batch_normalization_57/batchnorm/add/y" -> "1581 yolo_v4/sync_batch_normalization_57/batchnorm/add"; +"1581 yolo_v4/sync_batch_normalization_57/batchnorm/add" -> "1582 yolo_v4/sync_batch_normalization_57/batchnorm/Rsqrt"; +"1582 yolo_v4/sync_batch_normalization_57/batchnorm/Rsqrt" -> "1585 yolo_v4/sync_batch_normalization_57/batchnorm/mul"; +"1583 yolo_v4/sync_batch_normalization_57/batchnorm/mul/ReadVariableOp/resource" -> "1584 yolo_v4/sync_batch_normalization_57/batchnorm/mul/ReadVariableOp"; +"1584 yolo_v4/sync_batch_normalization_57/batchnorm/mul/ReadVariableOp" -> "1585 yolo_v4/sync_batch_normalization_57/batchnorm/mul"; +"1585 yolo_v4/sync_batch_normalization_57/batchnorm/mul" -> "1586 yolo_v4/sync_batch_normalization_57/batchnorm/mul_1"; +"1585 yolo_v4/sync_batch_normalization_57/batchnorm/mul" -> "1589 yolo_v4/sync_batch_normalization_57/batchnorm/mul_2"; +"1586 yolo_v4/sync_batch_normalization_57/batchnorm/mul_1" -> "1593 yolo_v4/sync_batch_normalization_57/batchnorm/add_1"; +"1587 yolo_v4/sync_batch_normalization_57/batchnorm/ReadVariableOp_1/resource" -> "1588 yolo_v4/sync_batch_normalization_57/batchnorm/ReadVariableOp_1"; +"1588 yolo_v4/sync_batch_normalization_57/batchnorm/ReadVariableOp_1" -> "1589 yolo_v4/sync_batch_normalization_57/batchnorm/mul_2"; +"1589 yolo_v4/sync_batch_normalization_57/batchnorm/mul_2" -> "1592 yolo_v4/sync_batch_normalization_57/batchnorm/sub"; +"1590 yolo_v4/sync_batch_normalization_57/batchnorm/ReadVariableOp_2/resource" -> "1591 yolo_v4/sync_batch_normalization_57/batchnorm/ReadVariableOp_2"; +"1591 yolo_v4/sync_batch_normalization_57/batchnorm/ReadVariableOp_2" -> "1592 yolo_v4/sync_batch_normalization_57/batchnorm/sub"; +"1592 yolo_v4/sync_batch_normalization_57/batchnorm/sub" -> "1593 yolo_v4/sync_batch_normalization_57/batchnorm/add_1"; +"1593 yolo_v4/sync_batch_normalization_57/batchnorm/add_1" -> "1594 yolo_v4/activation_57/Softplus"; +"1593 yolo_v4/sync_batch_normalization_57/batchnorm/add_1" -> "1596 yolo_v4/activation_57/mul"; +"1594 yolo_v4/activation_57/Softplus" -> "1595 yolo_v4/activation_57/Tanh"; +"1595 yolo_v4/activation_57/Tanh" -> "1596 yolo_v4/activation_57/mul"; +"1596 yolo_v4/activation_57/mul" -> "1601 yolo_v4/concatenate_3/concat"; +"1597 yolo_v4/activation_39/Softplus" -> "1598 yolo_v4/activation_39/Tanh"; +"1598 yolo_v4/activation_39/Tanh" -> "1599 yolo_v4/activation_39/mul"; +"1599 yolo_v4/activation_39/mul" -> "1601 yolo_v4/concatenate_3/concat"; +"1600 yolo_v4/concatenate_3/concat/axis" -> "1601 yolo_v4/concatenate_3/concat"; +"1601 yolo_v4/concatenate_3/concat" -> "1609 yolo_v4/conv2d_58/Conv2D"; +"1602 yolo_v4/conv2d_58/Sigmoid/ReadVariableOp/resource" -> "1603 yolo_v4/conv2d_58/Sigmoid/ReadVariableOp"; +"1603 yolo_v4/conv2d_58/Sigmoid/ReadVariableOp" -> "1604 yolo_v4/conv2d_58/Sigmoid"; +"1604 yolo_v4/conv2d_58/Sigmoid" -> "1605 yolo_v4/conv2d_58/Round"; +"1605 yolo_v4/conv2d_58/Round" -> "1608 yolo_v4/conv2d_58/mul"; +"1606 yolo_v4/conv2d_58/ReadVariableOp/resource" -> "1607 yolo_v4/conv2d_58/ReadVariableOp"; +"1607 yolo_v4/conv2d_58/ReadVariableOp" -> "1608 yolo_v4/conv2d_58/mul"; +"1608 yolo_v4/conv2d_58/mul" -> "1609 yolo_v4/conv2d_58/Conv2D"; +"1609 yolo_v4/conv2d_58/Conv2D" -> "1618 yolo_v4/sync_batch_normalization_58/batchnorm/mul_1"; +"1610 yolo_v4/sync_batch_normalization_58/batchnorm/ReadVariableOp/resource" -> "1611 yolo_v4/sync_batch_normalization_58/batchnorm/ReadVariableOp"; +"1611 yolo_v4/sync_batch_normalization_58/batchnorm/ReadVariableOp" -> "1613 yolo_v4/sync_batch_normalization_58/batchnorm/add"; +"1612 yolo_v4/sync_batch_normalization_58/batchnorm/add/y" -> "1613 yolo_v4/sync_batch_normalization_58/batchnorm/add"; +"1613 yolo_v4/sync_batch_normalization_58/batchnorm/add" -> "1614 yolo_v4/sync_batch_normalization_58/batchnorm/Rsqrt"; +"1614 yolo_v4/sync_batch_normalization_58/batchnorm/Rsqrt" -> "1617 yolo_v4/sync_batch_normalization_58/batchnorm/mul"; +"1615 yolo_v4/sync_batch_normalization_58/batchnorm/mul/ReadVariableOp/resource" -> "1616 yolo_v4/sync_batch_normalization_58/batchnorm/mul/ReadVariableOp"; +"1616 yolo_v4/sync_batch_normalization_58/batchnorm/mul/ReadVariableOp" -> "1617 yolo_v4/sync_batch_normalization_58/batchnorm/mul"; +"1617 yolo_v4/sync_batch_normalization_58/batchnorm/mul" -> "1618 yolo_v4/sync_batch_normalization_58/batchnorm/mul_1"; +"1617 yolo_v4/sync_batch_normalization_58/batchnorm/mul" -> "1621 yolo_v4/sync_batch_normalization_58/batchnorm/mul_2"; +"1618 yolo_v4/sync_batch_normalization_58/batchnorm/mul_1" -> "1625 yolo_v4/sync_batch_normalization_58/batchnorm/add_1"; +"1619 yolo_v4/sync_batch_normalization_58/batchnorm/ReadVariableOp_1/resource" -> "1620 yolo_v4/sync_batch_normalization_58/batchnorm/ReadVariableOp_1"; +"1620 yolo_v4/sync_batch_normalization_58/batchnorm/ReadVariableOp_1" -> "1621 yolo_v4/sync_batch_normalization_58/batchnorm/mul_2"; +"1621 yolo_v4/sync_batch_normalization_58/batchnorm/mul_2" -> "1624 yolo_v4/sync_batch_normalization_58/batchnorm/sub"; +"1622 yolo_v4/sync_batch_normalization_58/batchnorm/ReadVariableOp_2/resource" -> "1623 yolo_v4/sync_batch_normalization_58/batchnorm/ReadVariableOp_2"; +"1623 yolo_v4/sync_batch_normalization_58/batchnorm/ReadVariableOp_2" -> "1624 yolo_v4/sync_batch_normalization_58/batchnorm/sub"; +"1624 yolo_v4/sync_batch_normalization_58/batchnorm/sub" -> "1625 yolo_v4/sync_batch_normalization_58/batchnorm/add_1"; +"1625 yolo_v4/sync_batch_normalization_58/batchnorm/add_1" -> "1626 yolo_v4/activation_58/Softplus"; +"1625 yolo_v4/sync_batch_normalization_58/batchnorm/add_1" -> "1628 yolo_v4/activation_58/mul"; +"1626 yolo_v4/activation_58/Softplus" -> "1627 yolo_v4/activation_58/Tanh"; +"1627 yolo_v4/activation_58/Tanh" -> "1628 yolo_v4/activation_58/mul"; +"1628 yolo_v4/activation_58/mul" -> "1630 yolo_v4/zero_padding2d_4/Pad"; +"1628 yolo_v4/activation_58/mul" -> "2174 yolo_v4/conv2d_79/Conv2D"; +"1629 yolo_v4/zero_padding2d_4/Pad/paddings" -> "1630 yolo_v4/zero_padding2d_4/Pad"; +"1630 yolo_v4/zero_padding2d_4/Pad" -> "1638 yolo_v4/conv2d_59/Conv2D"; +"1631 yolo_v4/conv2d_59/Sigmoid/ReadVariableOp/resource" -> "1632 yolo_v4/conv2d_59/Sigmoid/ReadVariableOp"; +"1632 yolo_v4/conv2d_59/Sigmoid/ReadVariableOp" -> "1633 yolo_v4/conv2d_59/Sigmoid"; +"1633 yolo_v4/conv2d_59/Sigmoid" -> "1634 yolo_v4/conv2d_59/Round"; +"1634 yolo_v4/conv2d_59/Round" -> "1637 yolo_v4/conv2d_59/mul"; +"1635 yolo_v4/conv2d_59/ReadVariableOp/resource" -> "1636 yolo_v4/conv2d_59/ReadVariableOp"; +"1636 yolo_v4/conv2d_59/ReadVariableOp" -> "1637 yolo_v4/conv2d_59/mul"; +"1637 yolo_v4/conv2d_59/mul" -> "1638 yolo_v4/conv2d_59/Conv2D"; +"1638 yolo_v4/conv2d_59/Conv2D" -> "1647 yolo_v4/sync_batch_normalization_59/batchnorm/mul_1"; +"1639 yolo_v4/sync_batch_normalization_59/batchnorm/ReadVariableOp/resource" -> "1640 yolo_v4/sync_batch_normalization_59/batchnorm/ReadVariableOp"; +"1640 yolo_v4/sync_batch_normalization_59/batchnorm/ReadVariableOp" -> "1642 yolo_v4/sync_batch_normalization_59/batchnorm/add"; +"1641 yolo_v4/sync_batch_normalization_59/batchnorm/add/y" -> "1642 yolo_v4/sync_batch_normalization_59/batchnorm/add"; +"1642 yolo_v4/sync_batch_normalization_59/batchnorm/add" -> "1643 yolo_v4/sync_batch_normalization_59/batchnorm/Rsqrt"; +"1643 yolo_v4/sync_batch_normalization_59/batchnorm/Rsqrt" -> "1646 yolo_v4/sync_batch_normalization_59/batchnorm/mul"; +"1644 yolo_v4/sync_batch_normalization_59/batchnorm/mul/ReadVariableOp/resource" -> "1645 yolo_v4/sync_batch_normalization_59/batchnorm/mul/ReadVariableOp"; +"1645 yolo_v4/sync_batch_normalization_59/batchnorm/mul/ReadVariableOp" -> "1646 yolo_v4/sync_batch_normalization_59/batchnorm/mul"; +"1646 yolo_v4/sync_batch_normalization_59/batchnorm/mul" -> "1647 yolo_v4/sync_batch_normalization_59/batchnorm/mul_1"; +"1646 yolo_v4/sync_batch_normalization_59/batchnorm/mul" -> "1650 yolo_v4/sync_batch_normalization_59/batchnorm/mul_2"; +"1647 yolo_v4/sync_batch_normalization_59/batchnorm/mul_1" -> "1654 yolo_v4/sync_batch_normalization_59/batchnorm/add_1"; +"1648 yolo_v4/sync_batch_normalization_59/batchnorm/ReadVariableOp_1/resource" -> "1649 yolo_v4/sync_batch_normalization_59/batchnorm/ReadVariableOp_1"; +"1649 yolo_v4/sync_batch_normalization_59/batchnorm/ReadVariableOp_1" -> "1650 yolo_v4/sync_batch_normalization_59/batchnorm/mul_2"; +"1650 yolo_v4/sync_batch_normalization_59/batchnorm/mul_2" -> "1653 yolo_v4/sync_batch_normalization_59/batchnorm/sub"; +"1651 yolo_v4/sync_batch_normalization_59/batchnorm/ReadVariableOp_2/resource" -> "1652 yolo_v4/sync_batch_normalization_59/batchnorm/ReadVariableOp_2"; +"1652 yolo_v4/sync_batch_normalization_59/batchnorm/ReadVariableOp_2" -> "1653 yolo_v4/sync_batch_normalization_59/batchnorm/sub"; +"1653 yolo_v4/sync_batch_normalization_59/batchnorm/sub" -> "1654 yolo_v4/sync_batch_normalization_59/batchnorm/add_1"; +"1654 yolo_v4/sync_batch_normalization_59/batchnorm/add_1" -> "1655 yolo_v4/activation_59/Softplus"; +"1654 yolo_v4/sync_batch_normalization_59/batchnorm/add_1" -> "1657 yolo_v4/activation_59/mul"; +"1655 yolo_v4/activation_59/Softplus" -> "1656 yolo_v4/activation_59/Tanh"; +"1656 yolo_v4/activation_59/Tanh" -> "1657 yolo_v4/activation_59/mul"; +"1657 yolo_v4/activation_59/mul" -> "1665 yolo_v4/conv2d_61/Conv2D"; +"1657 yolo_v4/activation_59/mul" -> "1912 yolo_v4/conv2d_60/Conv2D"; +"1658 yolo_v4/conv2d_61/Sigmoid/ReadVariableOp/resource" -> "1659 yolo_v4/conv2d_61/Sigmoid/ReadVariableOp"; +"1659 yolo_v4/conv2d_61/Sigmoid/ReadVariableOp" -> "1660 yolo_v4/conv2d_61/Sigmoid"; +"1660 yolo_v4/conv2d_61/Sigmoid" -> "1661 yolo_v4/conv2d_61/Round"; +"1661 yolo_v4/conv2d_61/Round" -> "1664 yolo_v4/conv2d_61/mul"; +"1662 yolo_v4/conv2d_61/ReadVariableOp/resource" -> "1663 yolo_v4/conv2d_61/ReadVariableOp"; +"1663 yolo_v4/conv2d_61/ReadVariableOp" -> "1664 yolo_v4/conv2d_61/mul"; +"1664 yolo_v4/conv2d_61/mul" -> "1665 yolo_v4/conv2d_61/Conv2D"; +"1665 yolo_v4/conv2d_61/Conv2D" -> "1674 yolo_v4/sync_batch_normalization_61/batchnorm/mul_1"; +"1666 yolo_v4/sync_batch_normalization_61/batchnorm/ReadVariableOp/resource" -> "1667 yolo_v4/sync_batch_normalization_61/batchnorm/ReadVariableOp"; +"1667 yolo_v4/sync_batch_normalization_61/batchnorm/ReadVariableOp" -> "1669 yolo_v4/sync_batch_normalization_61/batchnorm/add"; +"1668 yolo_v4/sync_batch_normalization_61/batchnorm/add/y" -> "1669 yolo_v4/sync_batch_normalization_61/batchnorm/add"; +"1669 yolo_v4/sync_batch_normalization_61/batchnorm/add" -> "1670 yolo_v4/sync_batch_normalization_61/batchnorm/Rsqrt"; +"1670 yolo_v4/sync_batch_normalization_61/batchnorm/Rsqrt" -> "1673 yolo_v4/sync_batch_normalization_61/batchnorm/mul"; +"1671 yolo_v4/sync_batch_normalization_61/batchnorm/mul/ReadVariableOp/resource" -> "1672 yolo_v4/sync_batch_normalization_61/batchnorm/mul/ReadVariableOp"; +"1672 yolo_v4/sync_batch_normalization_61/batchnorm/mul/ReadVariableOp" -> "1673 yolo_v4/sync_batch_normalization_61/batchnorm/mul"; +"1673 yolo_v4/sync_batch_normalization_61/batchnorm/mul" -> "1674 yolo_v4/sync_batch_normalization_61/batchnorm/mul_1"; +"1673 yolo_v4/sync_batch_normalization_61/batchnorm/mul" -> "1677 yolo_v4/sync_batch_normalization_61/batchnorm/mul_2"; +"1674 yolo_v4/sync_batch_normalization_61/batchnorm/mul_1" -> "1681 yolo_v4/sync_batch_normalization_61/batchnorm/add_1"; +"1675 yolo_v4/sync_batch_normalization_61/batchnorm/ReadVariableOp_1/resource" -> "1676 yolo_v4/sync_batch_normalization_61/batchnorm/ReadVariableOp_1"; +"1676 yolo_v4/sync_batch_normalization_61/batchnorm/ReadVariableOp_1" -> "1677 yolo_v4/sync_batch_normalization_61/batchnorm/mul_2"; +"1677 yolo_v4/sync_batch_normalization_61/batchnorm/mul_2" -> "1680 yolo_v4/sync_batch_normalization_61/batchnorm/sub"; +"1678 yolo_v4/sync_batch_normalization_61/batchnorm/ReadVariableOp_2/resource" -> "1679 yolo_v4/sync_batch_normalization_61/batchnorm/ReadVariableOp_2"; +"1679 yolo_v4/sync_batch_normalization_61/batchnorm/ReadVariableOp_2" -> "1680 yolo_v4/sync_batch_normalization_61/batchnorm/sub"; +"1680 yolo_v4/sync_batch_normalization_61/batchnorm/sub" -> "1681 yolo_v4/sync_batch_normalization_61/batchnorm/add_1"; +"1681 yolo_v4/sync_batch_normalization_61/batchnorm/add_1" -> "1682 yolo_v4/activation_61/Softplus"; +"1681 yolo_v4/sync_batch_normalization_61/batchnorm/add_1" -> "1684 yolo_v4/activation_61/mul"; +"1682 yolo_v4/activation_61/Softplus" -> "1683 yolo_v4/activation_61/Tanh"; +"1683 yolo_v4/activation_61/Tanh" -> "1684 yolo_v4/activation_61/mul"; +"1684 yolo_v4/activation_61/mul" -> "1692 yolo_v4/conv2d_62/Conv2D"; +"1684 yolo_v4/activation_61/mul" -> "1739 yolo_v4/add_19/add"; +"1685 yolo_v4/conv2d_62/Sigmoid/ReadVariableOp/resource" -> "1686 yolo_v4/conv2d_62/Sigmoid/ReadVariableOp"; +"1686 yolo_v4/conv2d_62/Sigmoid/ReadVariableOp" -> "1687 yolo_v4/conv2d_62/Sigmoid"; +"1687 yolo_v4/conv2d_62/Sigmoid" -> "1688 yolo_v4/conv2d_62/Round"; +"1688 yolo_v4/conv2d_62/Round" -> "1691 yolo_v4/conv2d_62/mul"; +"1689 yolo_v4/conv2d_62/ReadVariableOp/resource" -> "1690 yolo_v4/conv2d_62/ReadVariableOp"; +"1690 yolo_v4/conv2d_62/ReadVariableOp" -> "1691 yolo_v4/conv2d_62/mul"; +"1691 yolo_v4/conv2d_62/mul" -> "1692 yolo_v4/conv2d_62/Conv2D"; +"1692 yolo_v4/conv2d_62/Conv2D" -> "1701 yolo_v4/sync_batch_normalization_62/batchnorm/mul_1"; +"1693 yolo_v4/sync_batch_normalization_62/batchnorm/ReadVariableOp/resource" -> "1694 yolo_v4/sync_batch_normalization_62/batchnorm/ReadVariableOp"; +"1694 yolo_v4/sync_batch_normalization_62/batchnorm/ReadVariableOp" -> "1696 yolo_v4/sync_batch_normalization_62/batchnorm/add"; +"1695 yolo_v4/sync_batch_normalization_62/batchnorm/add/y" -> "1696 yolo_v4/sync_batch_normalization_62/batchnorm/add"; +"1696 yolo_v4/sync_batch_normalization_62/batchnorm/add" -> "1697 yolo_v4/sync_batch_normalization_62/batchnorm/Rsqrt"; +"1697 yolo_v4/sync_batch_normalization_62/batchnorm/Rsqrt" -> "1700 yolo_v4/sync_batch_normalization_62/batchnorm/mul"; +"1698 yolo_v4/sync_batch_normalization_62/batchnorm/mul/ReadVariableOp/resource" -> "1699 yolo_v4/sync_batch_normalization_62/batchnorm/mul/ReadVariableOp"; +"1699 yolo_v4/sync_batch_normalization_62/batchnorm/mul/ReadVariableOp" -> "1700 yolo_v4/sync_batch_normalization_62/batchnorm/mul"; +"1700 yolo_v4/sync_batch_normalization_62/batchnorm/mul" -> "1701 yolo_v4/sync_batch_normalization_62/batchnorm/mul_1"; +"1700 yolo_v4/sync_batch_normalization_62/batchnorm/mul" -> "1704 yolo_v4/sync_batch_normalization_62/batchnorm/mul_2"; +"1701 yolo_v4/sync_batch_normalization_62/batchnorm/mul_1" -> "1708 yolo_v4/sync_batch_normalization_62/batchnorm/add_1"; +"1702 yolo_v4/sync_batch_normalization_62/batchnorm/ReadVariableOp_1/resource" -> "1703 yolo_v4/sync_batch_normalization_62/batchnorm/ReadVariableOp_1"; +"1703 yolo_v4/sync_batch_normalization_62/batchnorm/ReadVariableOp_1" -> "1704 yolo_v4/sync_batch_normalization_62/batchnorm/mul_2"; +"1704 yolo_v4/sync_batch_normalization_62/batchnorm/mul_2" -> "1707 yolo_v4/sync_batch_normalization_62/batchnorm/sub"; +"1705 yolo_v4/sync_batch_normalization_62/batchnorm/ReadVariableOp_2/resource" -> "1706 yolo_v4/sync_batch_normalization_62/batchnorm/ReadVariableOp_2"; +"1706 yolo_v4/sync_batch_normalization_62/batchnorm/ReadVariableOp_2" -> "1707 yolo_v4/sync_batch_normalization_62/batchnorm/sub"; +"1707 yolo_v4/sync_batch_normalization_62/batchnorm/sub" -> "1708 yolo_v4/sync_batch_normalization_62/batchnorm/add_1"; +"1708 yolo_v4/sync_batch_normalization_62/batchnorm/add_1" -> "1709 yolo_v4/activation_62/Softplus"; +"1708 yolo_v4/sync_batch_normalization_62/batchnorm/add_1" -> "1711 yolo_v4/activation_62/mul"; +"1709 yolo_v4/activation_62/Softplus" -> "1710 yolo_v4/activation_62/Tanh"; +"1710 yolo_v4/activation_62/Tanh" -> "1711 yolo_v4/activation_62/mul"; +"1711 yolo_v4/activation_62/mul" -> "1719 yolo_v4/conv2d_63/Conv2D"; +"1712 yolo_v4/conv2d_63/Sigmoid/ReadVariableOp/resource" -> "1713 yolo_v4/conv2d_63/Sigmoid/ReadVariableOp"; +"1713 yolo_v4/conv2d_63/Sigmoid/ReadVariableOp" -> "1714 yolo_v4/conv2d_63/Sigmoid"; +"1714 yolo_v4/conv2d_63/Sigmoid" -> "1715 yolo_v4/conv2d_63/Round"; +"1715 yolo_v4/conv2d_63/Round" -> "1718 yolo_v4/conv2d_63/mul"; +"1716 yolo_v4/conv2d_63/ReadVariableOp/resource" -> "1717 yolo_v4/conv2d_63/ReadVariableOp"; +"1717 yolo_v4/conv2d_63/ReadVariableOp" -> "1718 yolo_v4/conv2d_63/mul"; +"1718 yolo_v4/conv2d_63/mul" -> "1719 yolo_v4/conv2d_63/Conv2D"; +"1719 yolo_v4/conv2d_63/Conv2D" -> "1728 yolo_v4/sync_batch_normalization_63/batchnorm/mul_1"; +"1720 yolo_v4/sync_batch_normalization_63/batchnorm/ReadVariableOp/resource" -> "1721 yolo_v4/sync_batch_normalization_63/batchnorm/ReadVariableOp"; +"1721 yolo_v4/sync_batch_normalization_63/batchnorm/ReadVariableOp" -> "1723 yolo_v4/sync_batch_normalization_63/batchnorm/add"; +"1722 yolo_v4/sync_batch_normalization_63/batchnorm/add/y" -> "1723 yolo_v4/sync_batch_normalization_63/batchnorm/add"; +"1723 yolo_v4/sync_batch_normalization_63/batchnorm/add" -> "1724 yolo_v4/sync_batch_normalization_63/batchnorm/Rsqrt"; +"1724 yolo_v4/sync_batch_normalization_63/batchnorm/Rsqrt" -> "1727 yolo_v4/sync_batch_normalization_63/batchnorm/mul"; +"1725 yolo_v4/sync_batch_normalization_63/batchnorm/mul/ReadVariableOp/resource" -> "1726 yolo_v4/sync_batch_normalization_63/batchnorm/mul/ReadVariableOp"; +"1726 yolo_v4/sync_batch_normalization_63/batchnorm/mul/ReadVariableOp" -> "1727 yolo_v4/sync_batch_normalization_63/batchnorm/mul"; +"1727 yolo_v4/sync_batch_normalization_63/batchnorm/mul" -> "1728 yolo_v4/sync_batch_normalization_63/batchnorm/mul_1"; +"1727 yolo_v4/sync_batch_normalization_63/batchnorm/mul" -> "1731 yolo_v4/sync_batch_normalization_63/batchnorm/mul_2"; +"1728 yolo_v4/sync_batch_normalization_63/batchnorm/mul_1" -> "1735 yolo_v4/sync_batch_normalization_63/batchnorm/add_1"; +"1729 yolo_v4/sync_batch_normalization_63/batchnorm/ReadVariableOp_1/resource" -> "1730 yolo_v4/sync_batch_normalization_63/batchnorm/ReadVariableOp_1"; +"1730 yolo_v4/sync_batch_normalization_63/batchnorm/ReadVariableOp_1" -> "1731 yolo_v4/sync_batch_normalization_63/batchnorm/mul_2"; +"1731 yolo_v4/sync_batch_normalization_63/batchnorm/mul_2" -> "1734 yolo_v4/sync_batch_normalization_63/batchnorm/sub"; +"1732 yolo_v4/sync_batch_normalization_63/batchnorm/ReadVariableOp_2/resource" -> "1733 yolo_v4/sync_batch_normalization_63/batchnorm/ReadVariableOp_2"; +"1733 yolo_v4/sync_batch_normalization_63/batchnorm/ReadVariableOp_2" -> "1734 yolo_v4/sync_batch_normalization_63/batchnorm/sub"; +"1734 yolo_v4/sync_batch_normalization_63/batchnorm/sub" -> "1735 yolo_v4/sync_batch_normalization_63/batchnorm/add_1"; +"1735 yolo_v4/sync_batch_normalization_63/batchnorm/add_1" -> "1736 yolo_v4/activation_63/Softplus"; +"1735 yolo_v4/sync_batch_normalization_63/batchnorm/add_1" -> "1738 yolo_v4/activation_63/mul"; +"1736 yolo_v4/activation_63/Softplus" -> "1737 yolo_v4/activation_63/Tanh"; +"1737 yolo_v4/activation_63/Tanh" -> "1738 yolo_v4/activation_63/mul"; +"1738 yolo_v4/activation_63/mul" -> "1739 yolo_v4/add_19/add"; +"1739 yolo_v4/add_19/add" -> "1747 yolo_v4/conv2d_64/Conv2D"; +"1739 yolo_v4/add_19/add" -> "1794 yolo_v4/add_20/add"; +"1740 yolo_v4/conv2d_64/Sigmoid/ReadVariableOp/resource" -> "1741 yolo_v4/conv2d_64/Sigmoid/ReadVariableOp"; +"1741 yolo_v4/conv2d_64/Sigmoid/ReadVariableOp" -> "1742 yolo_v4/conv2d_64/Sigmoid"; +"1742 yolo_v4/conv2d_64/Sigmoid" -> "1743 yolo_v4/conv2d_64/Round"; +"1743 yolo_v4/conv2d_64/Round" -> "1746 yolo_v4/conv2d_64/mul"; +"1744 yolo_v4/conv2d_64/ReadVariableOp/resource" -> "1745 yolo_v4/conv2d_64/ReadVariableOp"; +"1745 yolo_v4/conv2d_64/ReadVariableOp" -> "1746 yolo_v4/conv2d_64/mul"; +"1746 yolo_v4/conv2d_64/mul" -> "1747 yolo_v4/conv2d_64/Conv2D"; +"1747 yolo_v4/conv2d_64/Conv2D" -> "1756 yolo_v4/sync_batch_normalization_64/batchnorm/mul_1"; +"1748 yolo_v4/sync_batch_normalization_64/batchnorm/ReadVariableOp/resource" -> "1749 yolo_v4/sync_batch_normalization_64/batchnorm/ReadVariableOp"; +"1749 yolo_v4/sync_batch_normalization_64/batchnorm/ReadVariableOp" -> "1751 yolo_v4/sync_batch_normalization_64/batchnorm/add"; +"1750 yolo_v4/sync_batch_normalization_64/batchnorm/add/y" -> "1751 yolo_v4/sync_batch_normalization_64/batchnorm/add"; +"1751 yolo_v4/sync_batch_normalization_64/batchnorm/add" -> "1752 yolo_v4/sync_batch_normalization_64/batchnorm/Rsqrt"; +"1752 yolo_v4/sync_batch_normalization_64/batchnorm/Rsqrt" -> "1755 yolo_v4/sync_batch_normalization_64/batchnorm/mul"; +"1753 yolo_v4/sync_batch_normalization_64/batchnorm/mul/ReadVariableOp/resource" -> "1754 yolo_v4/sync_batch_normalization_64/batchnorm/mul/ReadVariableOp"; +"1754 yolo_v4/sync_batch_normalization_64/batchnorm/mul/ReadVariableOp" -> "1755 yolo_v4/sync_batch_normalization_64/batchnorm/mul"; +"1755 yolo_v4/sync_batch_normalization_64/batchnorm/mul" -> "1756 yolo_v4/sync_batch_normalization_64/batchnorm/mul_1"; +"1755 yolo_v4/sync_batch_normalization_64/batchnorm/mul" -> "1759 yolo_v4/sync_batch_normalization_64/batchnorm/mul_2"; +"1756 yolo_v4/sync_batch_normalization_64/batchnorm/mul_1" -> "1763 yolo_v4/sync_batch_normalization_64/batchnorm/add_1"; +"1757 yolo_v4/sync_batch_normalization_64/batchnorm/ReadVariableOp_1/resource" -> "1758 yolo_v4/sync_batch_normalization_64/batchnorm/ReadVariableOp_1"; +"1758 yolo_v4/sync_batch_normalization_64/batchnorm/ReadVariableOp_1" -> "1759 yolo_v4/sync_batch_normalization_64/batchnorm/mul_2"; +"1759 yolo_v4/sync_batch_normalization_64/batchnorm/mul_2" -> "1762 yolo_v4/sync_batch_normalization_64/batchnorm/sub"; +"1760 yolo_v4/sync_batch_normalization_64/batchnorm/ReadVariableOp_2/resource" -> "1761 yolo_v4/sync_batch_normalization_64/batchnorm/ReadVariableOp_2"; +"1761 yolo_v4/sync_batch_normalization_64/batchnorm/ReadVariableOp_2" -> "1762 yolo_v4/sync_batch_normalization_64/batchnorm/sub"; +"1762 yolo_v4/sync_batch_normalization_64/batchnorm/sub" -> "1763 yolo_v4/sync_batch_normalization_64/batchnorm/add_1"; +"1763 yolo_v4/sync_batch_normalization_64/batchnorm/add_1" -> "1764 yolo_v4/activation_64/Softplus"; +"1763 yolo_v4/sync_batch_normalization_64/batchnorm/add_1" -> "1766 yolo_v4/activation_64/mul"; +"1764 yolo_v4/activation_64/Softplus" -> "1765 yolo_v4/activation_64/Tanh"; +"1765 yolo_v4/activation_64/Tanh" -> "1766 yolo_v4/activation_64/mul"; +"1766 yolo_v4/activation_64/mul" -> "1774 yolo_v4/conv2d_65/Conv2D"; +"1767 yolo_v4/conv2d_65/Sigmoid/ReadVariableOp/resource" -> "1768 yolo_v4/conv2d_65/Sigmoid/ReadVariableOp"; +"1768 yolo_v4/conv2d_65/Sigmoid/ReadVariableOp" -> "1769 yolo_v4/conv2d_65/Sigmoid"; +"1769 yolo_v4/conv2d_65/Sigmoid" -> "1770 yolo_v4/conv2d_65/Round"; +"1770 yolo_v4/conv2d_65/Round" -> "1773 yolo_v4/conv2d_65/mul"; +"1771 yolo_v4/conv2d_65/ReadVariableOp/resource" -> "1772 yolo_v4/conv2d_65/ReadVariableOp"; +"1772 yolo_v4/conv2d_65/ReadVariableOp" -> "1773 yolo_v4/conv2d_65/mul"; +"1773 yolo_v4/conv2d_65/mul" -> "1774 yolo_v4/conv2d_65/Conv2D"; +"1774 yolo_v4/conv2d_65/Conv2D" -> "1783 yolo_v4/sync_batch_normalization_65/batchnorm/mul_1"; +"1775 yolo_v4/sync_batch_normalization_65/batchnorm/ReadVariableOp/resource" -> "1776 yolo_v4/sync_batch_normalization_65/batchnorm/ReadVariableOp"; +"1776 yolo_v4/sync_batch_normalization_65/batchnorm/ReadVariableOp" -> "1778 yolo_v4/sync_batch_normalization_65/batchnorm/add"; +"1777 yolo_v4/sync_batch_normalization_65/batchnorm/add/y" -> "1778 yolo_v4/sync_batch_normalization_65/batchnorm/add"; +"1778 yolo_v4/sync_batch_normalization_65/batchnorm/add" -> "1779 yolo_v4/sync_batch_normalization_65/batchnorm/Rsqrt"; +"1779 yolo_v4/sync_batch_normalization_65/batchnorm/Rsqrt" -> "1782 yolo_v4/sync_batch_normalization_65/batchnorm/mul"; +"1780 yolo_v4/sync_batch_normalization_65/batchnorm/mul/ReadVariableOp/resource" -> "1781 yolo_v4/sync_batch_normalization_65/batchnorm/mul/ReadVariableOp"; +"1781 yolo_v4/sync_batch_normalization_65/batchnorm/mul/ReadVariableOp" -> "1782 yolo_v4/sync_batch_normalization_65/batchnorm/mul"; +"1782 yolo_v4/sync_batch_normalization_65/batchnorm/mul" -> "1783 yolo_v4/sync_batch_normalization_65/batchnorm/mul_1"; +"1782 yolo_v4/sync_batch_normalization_65/batchnorm/mul" -> "1786 yolo_v4/sync_batch_normalization_65/batchnorm/mul_2"; +"1783 yolo_v4/sync_batch_normalization_65/batchnorm/mul_1" -> "1790 yolo_v4/sync_batch_normalization_65/batchnorm/add_1"; +"1784 yolo_v4/sync_batch_normalization_65/batchnorm/ReadVariableOp_1/resource" -> "1785 yolo_v4/sync_batch_normalization_65/batchnorm/ReadVariableOp_1"; +"1785 yolo_v4/sync_batch_normalization_65/batchnorm/ReadVariableOp_1" -> "1786 yolo_v4/sync_batch_normalization_65/batchnorm/mul_2"; +"1786 yolo_v4/sync_batch_normalization_65/batchnorm/mul_2" -> "1789 yolo_v4/sync_batch_normalization_65/batchnorm/sub"; +"1787 yolo_v4/sync_batch_normalization_65/batchnorm/ReadVariableOp_2/resource" -> "1788 yolo_v4/sync_batch_normalization_65/batchnorm/ReadVariableOp_2"; +"1788 yolo_v4/sync_batch_normalization_65/batchnorm/ReadVariableOp_2" -> "1789 yolo_v4/sync_batch_normalization_65/batchnorm/sub"; +"1789 yolo_v4/sync_batch_normalization_65/batchnorm/sub" -> "1790 yolo_v4/sync_batch_normalization_65/batchnorm/add_1"; +"1790 yolo_v4/sync_batch_normalization_65/batchnorm/add_1" -> "1791 yolo_v4/activation_65/Softplus"; +"1790 yolo_v4/sync_batch_normalization_65/batchnorm/add_1" -> "1793 yolo_v4/activation_65/mul"; +"1791 yolo_v4/activation_65/Softplus" -> "1792 yolo_v4/activation_65/Tanh"; +"1792 yolo_v4/activation_65/Tanh" -> "1793 yolo_v4/activation_65/mul"; +"1793 yolo_v4/activation_65/mul" -> "1794 yolo_v4/add_20/add"; +"1794 yolo_v4/add_20/add" -> "1802 yolo_v4/conv2d_66/Conv2D"; +"1794 yolo_v4/add_20/add" -> "1849 yolo_v4/add_21/add"; +"1795 yolo_v4/conv2d_66/Sigmoid/ReadVariableOp/resource" -> "1796 yolo_v4/conv2d_66/Sigmoid/ReadVariableOp"; +"1796 yolo_v4/conv2d_66/Sigmoid/ReadVariableOp" -> "1797 yolo_v4/conv2d_66/Sigmoid"; +"1797 yolo_v4/conv2d_66/Sigmoid" -> "1798 yolo_v4/conv2d_66/Round"; +"1798 yolo_v4/conv2d_66/Round" -> "1801 yolo_v4/conv2d_66/mul"; +"1799 yolo_v4/conv2d_66/ReadVariableOp/resource" -> "1800 yolo_v4/conv2d_66/ReadVariableOp"; +"1800 yolo_v4/conv2d_66/ReadVariableOp" -> "1801 yolo_v4/conv2d_66/mul"; +"1801 yolo_v4/conv2d_66/mul" -> "1802 yolo_v4/conv2d_66/Conv2D"; +"1802 yolo_v4/conv2d_66/Conv2D" -> "1811 yolo_v4/sync_batch_normalization_66/batchnorm/mul_1"; +"1803 yolo_v4/sync_batch_normalization_66/batchnorm/ReadVariableOp/resource" -> "1804 yolo_v4/sync_batch_normalization_66/batchnorm/ReadVariableOp"; +"1804 yolo_v4/sync_batch_normalization_66/batchnorm/ReadVariableOp" -> "1806 yolo_v4/sync_batch_normalization_66/batchnorm/add"; +"1805 yolo_v4/sync_batch_normalization_66/batchnorm/add/y" -> "1806 yolo_v4/sync_batch_normalization_66/batchnorm/add"; +"1806 yolo_v4/sync_batch_normalization_66/batchnorm/add" -> "1807 yolo_v4/sync_batch_normalization_66/batchnorm/Rsqrt"; +"1807 yolo_v4/sync_batch_normalization_66/batchnorm/Rsqrt" -> "1810 yolo_v4/sync_batch_normalization_66/batchnorm/mul"; +"1808 yolo_v4/sync_batch_normalization_66/batchnorm/mul/ReadVariableOp/resource" -> "1809 yolo_v4/sync_batch_normalization_66/batchnorm/mul/ReadVariableOp"; +"1809 yolo_v4/sync_batch_normalization_66/batchnorm/mul/ReadVariableOp" -> "1810 yolo_v4/sync_batch_normalization_66/batchnorm/mul"; +"1810 yolo_v4/sync_batch_normalization_66/batchnorm/mul" -> "1811 yolo_v4/sync_batch_normalization_66/batchnorm/mul_1"; +"1810 yolo_v4/sync_batch_normalization_66/batchnorm/mul" -> "1814 yolo_v4/sync_batch_normalization_66/batchnorm/mul_2"; +"1811 yolo_v4/sync_batch_normalization_66/batchnorm/mul_1" -> "1818 yolo_v4/sync_batch_normalization_66/batchnorm/add_1"; +"1812 yolo_v4/sync_batch_normalization_66/batchnorm/ReadVariableOp_1/resource" -> "1813 yolo_v4/sync_batch_normalization_66/batchnorm/ReadVariableOp_1"; +"1813 yolo_v4/sync_batch_normalization_66/batchnorm/ReadVariableOp_1" -> "1814 yolo_v4/sync_batch_normalization_66/batchnorm/mul_2"; +"1814 yolo_v4/sync_batch_normalization_66/batchnorm/mul_2" -> "1817 yolo_v4/sync_batch_normalization_66/batchnorm/sub"; +"1815 yolo_v4/sync_batch_normalization_66/batchnorm/ReadVariableOp_2/resource" -> "1816 yolo_v4/sync_batch_normalization_66/batchnorm/ReadVariableOp_2"; +"1816 yolo_v4/sync_batch_normalization_66/batchnorm/ReadVariableOp_2" -> "1817 yolo_v4/sync_batch_normalization_66/batchnorm/sub"; +"1817 yolo_v4/sync_batch_normalization_66/batchnorm/sub" -> "1818 yolo_v4/sync_batch_normalization_66/batchnorm/add_1"; +"1818 yolo_v4/sync_batch_normalization_66/batchnorm/add_1" -> "1819 yolo_v4/activation_66/Softplus"; +"1818 yolo_v4/sync_batch_normalization_66/batchnorm/add_1" -> "1821 yolo_v4/activation_66/mul"; +"1819 yolo_v4/activation_66/Softplus" -> "1820 yolo_v4/activation_66/Tanh"; +"1820 yolo_v4/activation_66/Tanh" -> "1821 yolo_v4/activation_66/mul"; +"1821 yolo_v4/activation_66/mul" -> "1829 yolo_v4/conv2d_67/Conv2D"; +"1822 yolo_v4/conv2d_67/Sigmoid/ReadVariableOp/resource" -> "1823 yolo_v4/conv2d_67/Sigmoid/ReadVariableOp"; +"1823 yolo_v4/conv2d_67/Sigmoid/ReadVariableOp" -> "1824 yolo_v4/conv2d_67/Sigmoid"; +"1824 yolo_v4/conv2d_67/Sigmoid" -> "1825 yolo_v4/conv2d_67/Round"; +"1825 yolo_v4/conv2d_67/Round" -> "1828 yolo_v4/conv2d_67/mul"; +"1826 yolo_v4/conv2d_67/ReadVariableOp/resource" -> "1827 yolo_v4/conv2d_67/ReadVariableOp"; +"1827 yolo_v4/conv2d_67/ReadVariableOp" -> "1828 yolo_v4/conv2d_67/mul"; +"1828 yolo_v4/conv2d_67/mul" -> "1829 yolo_v4/conv2d_67/Conv2D"; +"1829 yolo_v4/conv2d_67/Conv2D" -> "1838 yolo_v4/sync_batch_normalization_67/batchnorm/mul_1"; +"1830 yolo_v4/sync_batch_normalization_67/batchnorm/ReadVariableOp/resource" -> "1831 yolo_v4/sync_batch_normalization_67/batchnorm/ReadVariableOp"; +"1831 yolo_v4/sync_batch_normalization_67/batchnorm/ReadVariableOp" -> "1833 yolo_v4/sync_batch_normalization_67/batchnorm/add"; +"1832 yolo_v4/sync_batch_normalization_67/batchnorm/add/y" -> "1833 yolo_v4/sync_batch_normalization_67/batchnorm/add"; +"1833 yolo_v4/sync_batch_normalization_67/batchnorm/add" -> "1834 yolo_v4/sync_batch_normalization_67/batchnorm/Rsqrt"; +"1834 yolo_v4/sync_batch_normalization_67/batchnorm/Rsqrt" -> "1837 yolo_v4/sync_batch_normalization_67/batchnorm/mul"; +"1835 yolo_v4/sync_batch_normalization_67/batchnorm/mul/ReadVariableOp/resource" -> "1836 yolo_v4/sync_batch_normalization_67/batchnorm/mul/ReadVariableOp"; +"1836 yolo_v4/sync_batch_normalization_67/batchnorm/mul/ReadVariableOp" -> "1837 yolo_v4/sync_batch_normalization_67/batchnorm/mul"; +"1837 yolo_v4/sync_batch_normalization_67/batchnorm/mul" -> "1838 yolo_v4/sync_batch_normalization_67/batchnorm/mul_1"; +"1837 yolo_v4/sync_batch_normalization_67/batchnorm/mul" -> "1841 yolo_v4/sync_batch_normalization_67/batchnorm/mul_2"; +"1838 yolo_v4/sync_batch_normalization_67/batchnorm/mul_1" -> "1845 yolo_v4/sync_batch_normalization_67/batchnorm/add_1"; +"1839 yolo_v4/sync_batch_normalization_67/batchnorm/ReadVariableOp_1/resource" -> "1840 yolo_v4/sync_batch_normalization_67/batchnorm/ReadVariableOp_1"; +"1840 yolo_v4/sync_batch_normalization_67/batchnorm/ReadVariableOp_1" -> "1841 yolo_v4/sync_batch_normalization_67/batchnorm/mul_2"; +"1841 yolo_v4/sync_batch_normalization_67/batchnorm/mul_2" -> "1844 yolo_v4/sync_batch_normalization_67/batchnorm/sub"; +"1842 yolo_v4/sync_batch_normalization_67/batchnorm/ReadVariableOp_2/resource" -> "1843 yolo_v4/sync_batch_normalization_67/batchnorm/ReadVariableOp_2"; +"1843 yolo_v4/sync_batch_normalization_67/batchnorm/ReadVariableOp_2" -> "1844 yolo_v4/sync_batch_normalization_67/batchnorm/sub"; +"1844 yolo_v4/sync_batch_normalization_67/batchnorm/sub" -> "1845 yolo_v4/sync_batch_normalization_67/batchnorm/add_1"; +"1845 yolo_v4/sync_batch_normalization_67/batchnorm/add_1" -> "1846 yolo_v4/activation_67/Softplus"; +"1845 yolo_v4/sync_batch_normalization_67/batchnorm/add_1" -> "1848 yolo_v4/activation_67/mul"; +"1846 yolo_v4/activation_67/Softplus" -> "1847 yolo_v4/activation_67/Tanh"; +"1847 yolo_v4/activation_67/Tanh" -> "1848 yolo_v4/activation_67/mul"; +"1848 yolo_v4/activation_67/mul" -> "1849 yolo_v4/add_21/add"; +"1849 yolo_v4/add_21/add" -> "1857 yolo_v4/conv2d_68/Conv2D"; +"1849 yolo_v4/add_21/add" -> "1904 yolo_v4/add_22/add"; +"1850 yolo_v4/conv2d_68/Sigmoid/ReadVariableOp/resource" -> "1851 yolo_v4/conv2d_68/Sigmoid/ReadVariableOp"; +"1851 yolo_v4/conv2d_68/Sigmoid/ReadVariableOp" -> "1852 yolo_v4/conv2d_68/Sigmoid"; +"1852 yolo_v4/conv2d_68/Sigmoid" -> "1853 yolo_v4/conv2d_68/Round"; +"1853 yolo_v4/conv2d_68/Round" -> "1856 yolo_v4/conv2d_68/mul"; +"1854 yolo_v4/conv2d_68/ReadVariableOp/resource" -> "1855 yolo_v4/conv2d_68/ReadVariableOp"; +"1855 yolo_v4/conv2d_68/ReadVariableOp" -> "1856 yolo_v4/conv2d_68/mul"; +"1856 yolo_v4/conv2d_68/mul" -> "1857 yolo_v4/conv2d_68/Conv2D"; +"1857 yolo_v4/conv2d_68/Conv2D" -> "1866 yolo_v4/sync_batch_normalization_68/batchnorm/mul_1"; +"1858 yolo_v4/sync_batch_normalization_68/batchnorm/ReadVariableOp/resource" -> "1859 yolo_v4/sync_batch_normalization_68/batchnorm/ReadVariableOp"; +"1859 yolo_v4/sync_batch_normalization_68/batchnorm/ReadVariableOp" -> "1861 yolo_v4/sync_batch_normalization_68/batchnorm/add"; +"1860 yolo_v4/sync_batch_normalization_68/batchnorm/add/y" -> "1861 yolo_v4/sync_batch_normalization_68/batchnorm/add"; +"1861 yolo_v4/sync_batch_normalization_68/batchnorm/add" -> "1862 yolo_v4/sync_batch_normalization_68/batchnorm/Rsqrt"; +"1862 yolo_v4/sync_batch_normalization_68/batchnorm/Rsqrt" -> "1865 yolo_v4/sync_batch_normalization_68/batchnorm/mul"; +"1863 yolo_v4/sync_batch_normalization_68/batchnorm/mul/ReadVariableOp/resource" -> "1864 yolo_v4/sync_batch_normalization_68/batchnorm/mul/ReadVariableOp"; +"1864 yolo_v4/sync_batch_normalization_68/batchnorm/mul/ReadVariableOp" -> "1865 yolo_v4/sync_batch_normalization_68/batchnorm/mul"; +"1865 yolo_v4/sync_batch_normalization_68/batchnorm/mul" -> "1866 yolo_v4/sync_batch_normalization_68/batchnorm/mul_1"; +"1865 yolo_v4/sync_batch_normalization_68/batchnorm/mul" -> "1869 yolo_v4/sync_batch_normalization_68/batchnorm/mul_2"; +"1866 yolo_v4/sync_batch_normalization_68/batchnorm/mul_1" -> "1873 yolo_v4/sync_batch_normalization_68/batchnorm/add_1"; +"1867 yolo_v4/sync_batch_normalization_68/batchnorm/ReadVariableOp_1/resource" -> "1868 yolo_v4/sync_batch_normalization_68/batchnorm/ReadVariableOp_1"; +"1868 yolo_v4/sync_batch_normalization_68/batchnorm/ReadVariableOp_1" -> "1869 yolo_v4/sync_batch_normalization_68/batchnorm/mul_2"; +"1869 yolo_v4/sync_batch_normalization_68/batchnorm/mul_2" -> "1872 yolo_v4/sync_batch_normalization_68/batchnorm/sub"; +"1870 yolo_v4/sync_batch_normalization_68/batchnorm/ReadVariableOp_2/resource" -> "1871 yolo_v4/sync_batch_normalization_68/batchnorm/ReadVariableOp_2"; +"1871 yolo_v4/sync_batch_normalization_68/batchnorm/ReadVariableOp_2" -> "1872 yolo_v4/sync_batch_normalization_68/batchnorm/sub"; +"1872 yolo_v4/sync_batch_normalization_68/batchnorm/sub" -> "1873 yolo_v4/sync_batch_normalization_68/batchnorm/add_1"; +"1873 yolo_v4/sync_batch_normalization_68/batchnorm/add_1" -> "1874 yolo_v4/activation_68/Softplus"; +"1873 yolo_v4/sync_batch_normalization_68/batchnorm/add_1" -> "1876 yolo_v4/activation_68/mul"; +"1874 yolo_v4/activation_68/Softplus" -> "1875 yolo_v4/activation_68/Tanh"; +"1875 yolo_v4/activation_68/Tanh" -> "1876 yolo_v4/activation_68/mul"; +"1876 yolo_v4/activation_68/mul" -> "1884 yolo_v4/conv2d_69/Conv2D"; +"1877 yolo_v4/conv2d_69/Sigmoid/ReadVariableOp/resource" -> "1878 yolo_v4/conv2d_69/Sigmoid/ReadVariableOp"; +"1878 yolo_v4/conv2d_69/Sigmoid/ReadVariableOp" -> "1879 yolo_v4/conv2d_69/Sigmoid"; +"1879 yolo_v4/conv2d_69/Sigmoid" -> "1880 yolo_v4/conv2d_69/Round"; +"1880 yolo_v4/conv2d_69/Round" -> "1883 yolo_v4/conv2d_69/mul"; +"1881 yolo_v4/conv2d_69/ReadVariableOp/resource" -> "1882 yolo_v4/conv2d_69/ReadVariableOp"; +"1882 yolo_v4/conv2d_69/ReadVariableOp" -> "1883 yolo_v4/conv2d_69/mul"; +"1883 yolo_v4/conv2d_69/mul" -> "1884 yolo_v4/conv2d_69/Conv2D"; +"1884 yolo_v4/conv2d_69/Conv2D" -> "1893 yolo_v4/sync_batch_normalization_69/batchnorm/mul_1"; +"1885 yolo_v4/sync_batch_normalization_69/batchnorm/ReadVariableOp/resource" -> "1886 yolo_v4/sync_batch_normalization_69/batchnorm/ReadVariableOp"; +"1886 yolo_v4/sync_batch_normalization_69/batchnorm/ReadVariableOp" -> "1888 yolo_v4/sync_batch_normalization_69/batchnorm/add"; +"1887 yolo_v4/sync_batch_normalization_69/batchnorm/add/y" -> "1888 yolo_v4/sync_batch_normalization_69/batchnorm/add"; +"1888 yolo_v4/sync_batch_normalization_69/batchnorm/add" -> "1889 yolo_v4/sync_batch_normalization_69/batchnorm/Rsqrt"; +"1889 yolo_v4/sync_batch_normalization_69/batchnorm/Rsqrt" -> "1892 yolo_v4/sync_batch_normalization_69/batchnorm/mul"; +"1890 yolo_v4/sync_batch_normalization_69/batchnorm/mul/ReadVariableOp/resource" -> "1891 yolo_v4/sync_batch_normalization_69/batchnorm/mul/ReadVariableOp"; +"1891 yolo_v4/sync_batch_normalization_69/batchnorm/mul/ReadVariableOp" -> "1892 yolo_v4/sync_batch_normalization_69/batchnorm/mul"; +"1892 yolo_v4/sync_batch_normalization_69/batchnorm/mul" -> "1893 yolo_v4/sync_batch_normalization_69/batchnorm/mul_1"; +"1892 yolo_v4/sync_batch_normalization_69/batchnorm/mul" -> "1896 yolo_v4/sync_batch_normalization_69/batchnorm/mul_2"; +"1893 yolo_v4/sync_batch_normalization_69/batchnorm/mul_1" -> "1900 yolo_v4/sync_batch_normalization_69/batchnorm/add_1"; +"1894 yolo_v4/sync_batch_normalization_69/batchnorm/ReadVariableOp_1/resource" -> "1895 yolo_v4/sync_batch_normalization_69/batchnorm/ReadVariableOp_1"; +"1895 yolo_v4/sync_batch_normalization_69/batchnorm/ReadVariableOp_1" -> "1896 yolo_v4/sync_batch_normalization_69/batchnorm/mul_2"; +"1896 yolo_v4/sync_batch_normalization_69/batchnorm/mul_2" -> "1899 yolo_v4/sync_batch_normalization_69/batchnorm/sub"; +"1897 yolo_v4/sync_batch_normalization_69/batchnorm/ReadVariableOp_2/resource" -> "1898 yolo_v4/sync_batch_normalization_69/batchnorm/ReadVariableOp_2"; +"1898 yolo_v4/sync_batch_normalization_69/batchnorm/ReadVariableOp_2" -> "1899 yolo_v4/sync_batch_normalization_69/batchnorm/sub"; +"1899 yolo_v4/sync_batch_normalization_69/batchnorm/sub" -> "1900 yolo_v4/sync_batch_normalization_69/batchnorm/add_1"; +"1900 yolo_v4/sync_batch_normalization_69/batchnorm/add_1" -> "1901 yolo_v4/activation_69/Softplus"; +"1900 yolo_v4/sync_batch_normalization_69/batchnorm/add_1" -> "1903 yolo_v4/activation_69/mul"; +"1901 yolo_v4/activation_69/Softplus" -> "1902 yolo_v4/activation_69/Tanh"; +"1902 yolo_v4/activation_69/Tanh" -> "1903 yolo_v4/activation_69/mul"; +"1903 yolo_v4/activation_69/mul" -> "1904 yolo_v4/add_22/add"; +"1904 yolo_v4/add_22/add" -> "1920 yolo_v4/conv2d_70/Conv2D"; +"1905 yolo_v4/conv2d_60/Sigmoid/ReadVariableOp/resource" -> "1906 yolo_v4/conv2d_60/Sigmoid/ReadVariableOp"; +"1906 yolo_v4/conv2d_60/Sigmoid/ReadVariableOp" -> "1907 yolo_v4/conv2d_60/Sigmoid"; +"1907 yolo_v4/conv2d_60/Sigmoid" -> "1908 yolo_v4/conv2d_60/Round"; +"1908 yolo_v4/conv2d_60/Round" -> "1911 yolo_v4/conv2d_60/mul"; +"1909 yolo_v4/conv2d_60/ReadVariableOp/resource" -> "1910 yolo_v4/conv2d_60/ReadVariableOp"; +"1910 yolo_v4/conv2d_60/ReadVariableOp" -> "1911 yolo_v4/conv2d_60/mul"; +"1911 yolo_v4/conv2d_60/mul" -> "1912 yolo_v4/conv2d_60/Conv2D"; +"1912 yolo_v4/conv2d_60/Conv2D" -> "1929 yolo_v4/sync_batch_normalization_60/batchnorm/mul_1"; +"1913 yolo_v4/conv2d_70/Sigmoid/ReadVariableOp/resource" -> "1914 yolo_v4/conv2d_70/Sigmoid/ReadVariableOp"; +"1914 yolo_v4/conv2d_70/Sigmoid/ReadVariableOp" -> "1915 yolo_v4/conv2d_70/Sigmoid"; +"1915 yolo_v4/conv2d_70/Sigmoid" -> "1916 yolo_v4/conv2d_70/Round"; +"1916 yolo_v4/conv2d_70/Round" -> "1919 yolo_v4/conv2d_70/mul"; +"1917 yolo_v4/conv2d_70/ReadVariableOp/resource" -> "1918 yolo_v4/conv2d_70/ReadVariableOp"; +"1918 yolo_v4/conv2d_70/ReadVariableOp" -> "1919 yolo_v4/conv2d_70/mul"; +"1919 yolo_v4/conv2d_70/mul" -> "1920 yolo_v4/conv2d_70/Conv2D"; +"1920 yolo_v4/conv2d_70/Conv2D" -> "1945 yolo_v4/sync_batch_normalization_70/batchnorm/mul_1"; +"1921 yolo_v4/sync_batch_normalization_60/batchnorm/ReadVariableOp/resource" -> "1922 yolo_v4/sync_batch_normalization_60/batchnorm/ReadVariableOp"; +"1922 yolo_v4/sync_batch_normalization_60/batchnorm/ReadVariableOp" -> "1924 yolo_v4/sync_batch_normalization_60/batchnorm/add"; +"1923 yolo_v4/sync_batch_normalization_60/batchnorm/add/y" -> "1924 yolo_v4/sync_batch_normalization_60/batchnorm/add"; +"1924 yolo_v4/sync_batch_normalization_60/batchnorm/add" -> "1925 yolo_v4/sync_batch_normalization_60/batchnorm/Rsqrt"; +"1925 yolo_v4/sync_batch_normalization_60/batchnorm/Rsqrt" -> "1928 yolo_v4/sync_batch_normalization_60/batchnorm/mul"; +"1926 yolo_v4/sync_batch_normalization_60/batchnorm/mul/ReadVariableOp/resource" -> "1927 yolo_v4/sync_batch_normalization_60/batchnorm/mul/ReadVariableOp"; +"1927 yolo_v4/sync_batch_normalization_60/batchnorm/mul/ReadVariableOp" -> "1928 yolo_v4/sync_batch_normalization_60/batchnorm/mul"; +"1928 yolo_v4/sync_batch_normalization_60/batchnorm/mul" -> "1929 yolo_v4/sync_batch_normalization_60/batchnorm/mul_1"; +"1928 yolo_v4/sync_batch_normalization_60/batchnorm/mul" -> "1932 yolo_v4/sync_batch_normalization_60/batchnorm/mul_2"; +"1929 yolo_v4/sync_batch_normalization_60/batchnorm/mul_1" -> "1936 yolo_v4/sync_batch_normalization_60/batchnorm/add_1"; +"1930 yolo_v4/sync_batch_normalization_60/batchnorm/ReadVariableOp_1/resource" -> "1931 yolo_v4/sync_batch_normalization_60/batchnorm/ReadVariableOp_1"; +"1931 yolo_v4/sync_batch_normalization_60/batchnorm/ReadVariableOp_1" -> "1932 yolo_v4/sync_batch_normalization_60/batchnorm/mul_2"; +"1932 yolo_v4/sync_batch_normalization_60/batchnorm/mul_2" -> "1935 yolo_v4/sync_batch_normalization_60/batchnorm/sub"; +"1933 yolo_v4/sync_batch_normalization_60/batchnorm/ReadVariableOp_2/resource" -> "1934 yolo_v4/sync_batch_normalization_60/batchnorm/ReadVariableOp_2"; +"1934 yolo_v4/sync_batch_normalization_60/batchnorm/ReadVariableOp_2" -> "1935 yolo_v4/sync_batch_normalization_60/batchnorm/sub"; +"1935 yolo_v4/sync_batch_normalization_60/batchnorm/sub" -> "1936 yolo_v4/sync_batch_normalization_60/batchnorm/add_1"; +"1936 yolo_v4/sync_batch_normalization_60/batchnorm/add_1" -> "1956 yolo_v4/activation_60/Softplus"; +"1936 yolo_v4/sync_batch_normalization_60/batchnorm/add_1" -> "1958 yolo_v4/activation_60/mul"; +"1937 yolo_v4/sync_batch_normalization_70/batchnorm/ReadVariableOp/resource" -> "1938 yolo_v4/sync_batch_normalization_70/batchnorm/ReadVariableOp"; +"1938 yolo_v4/sync_batch_normalization_70/batchnorm/ReadVariableOp" -> "1940 yolo_v4/sync_batch_normalization_70/batchnorm/add"; +"1939 yolo_v4/sync_batch_normalization_70/batchnorm/add/y" -> "1940 yolo_v4/sync_batch_normalization_70/batchnorm/add"; +"1940 yolo_v4/sync_batch_normalization_70/batchnorm/add" -> "1941 yolo_v4/sync_batch_normalization_70/batchnorm/Rsqrt"; +"1941 yolo_v4/sync_batch_normalization_70/batchnorm/Rsqrt" -> "1944 yolo_v4/sync_batch_normalization_70/batchnorm/mul"; +"1942 yolo_v4/sync_batch_normalization_70/batchnorm/mul/ReadVariableOp/resource" -> "1943 yolo_v4/sync_batch_normalization_70/batchnorm/mul/ReadVariableOp"; +"1943 yolo_v4/sync_batch_normalization_70/batchnorm/mul/ReadVariableOp" -> "1944 yolo_v4/sync_batch_normalization_70/batchnorm/mul"; +"1944 yolo_v4/sync_batch_normalization_70/batchnorm/mul" -> "1945 yolo_v4/sync_batch_normalization_70/batchnorm/mul_1"; +"1944 yolo_v4/sync_batch_normalization_70/batchnorm/mul" -> "1948 yolo_v4/sync_batch_normalization_70/batchnorm/mul_2"; +"1945 yolo_v4/sync_batch_normalization_70/batchnorm/mul_1" -> "1952 yolo_v4/sync_batch_normalization_70/batchnorm/add_1"; +"1946 yolo_v4/sync_batch_normalization_70/batchnorm/ReadVariableOp_1/resource" -> "1947 yolo_v4/sync_batch_normalization_70/batchnorm/ReadVariableOp_1"; +"1947 yolo_v4/sync_batch_normalization_70/batchnorm/ReadVariableOp_1" -> "1948 yolo_v4/sync_batch_normalization_70/batchnorm/mul_2"; +"1948 yolo_v4/sync_batch_normalization_70/batchnorm/mul_2" -> "1951 yolo_v4/sync_batch_normalization_70/batchnorm/sub"; +"1949 yolo_v4/sync_batch_normalization_70/batchnorm/ReadVariableOp_2/resource" -> "1950 yolo_v4/sync_batch_normalization_70/batchnorm/ReadVariableOp_2"; +"1950 yolo_v4/sync_batch_normalization_70/batchnorm/ReadVariableOp_2" -> "1951 yolo_v4/sync_batch_normalization_70/batchnorm/sub"; +"1951 yolo_v4/sync_batch_normalization_70/batchnorm/sub" -> "1952 yolo_v4/sync_batch_normalization_70/batchnorm/add_1"; +"1952 yolo_v4/sync_batch_normalization_70/batchnorm/add_1" -> "1953 yolo_v4/activation_70/Softplus"; +"1952 yolo_v4/sync_batch_normalization_70/batchnorm/add_1" -> "1955 yolo_v4/activation_70/mul"; +"1953 yolo_v4/activation_70/Softplus" -> "1954 yolo_v4/activation_70/Tanh"; +"1954 yolo_v4/activation_70/Tanh" -> "1955 yolo_v4/activation_70/mul"; +"1955 yolo_v4/activation_70/mul" -> "1960 yolo_v4/concatenate_4/concat"; +"1956 yolo_v4/activation_60/Softplus" -> "1957 yolo_v4/activation_60/Tanh"; +"1957 yolo_v4/activation_60/Tanh" -> "1958 yolo_v4/activation_60/mul"; +"1958 yolo_v4/activation_60/mul" -> "1960 yolo_v4/concatenate_4/concat"; +"1959 yolo_v4/concatenate_4/concat/axis" -> "1960 yolo_v4/concatenate_4/concat"; +"1960 yolo_v4/concatenate_4/concat" -> "1968 yolo_v4/conv2d_71/Conv2D"; +"1961 yolo_v4/conv2d_71/Sigmoid/ReadVariableOp/resource" -> "1962 yolo_v4/conv2d_71/Sigmoid/ReadVariableOp"; +"1962 yolo_v4/conv2d_71/Sigmoid/ReadVariableOp" -> "1963 yolo_v4/conv2d_71/Sigmoid"; +"1963 yolo_v4/conv2d_71/Sigmoid" -> "1964 yolo_v4/conv2d_71/Round"; +"1964 yolo_v4/conv2d_71/Round" -> "1967 yolo_v4/conv2d_71/mul"; +"1965 yolo_v4/conv2d_71/ReadVariableOp/resource" -> "1966 yolo_v4/conv2d_71/ReadVariableOp"; +"1966 yolo_v4/conv2d_71/ReadVariableOp" -> "1967 yolo_v4/conv2d_71/mul"; +"1967 yolo_v4/conv2d_71/mul" -> "1968 yolo_v4/conv2d_71/Conv2D"; +"1968 yolo_v4/conv2d_71/Conv2D" -> "1977 yolo_v4/sync_batch_normalization_71/batchnorm/mul_1"; +"1969 yolo_v4/sync_batch_normalization_71/batchnorm/ReadVariableOp/resource" -> "1970 yolo_v4/sync_batch_normalization_71/batchnorm/ReadVariableOp"; +"1970 yolo_v4/sync_batch_normalization_71/batchnorm/ReadVariableOp" -> "1972 yolo_v4/sync_batch_normalization_71/batchnorm/add"; +"1971 yolo_v4/sync_batch_normalization_71/batchnorm/add/y" -> "1972 yolo_v4/sync_batch_normalization_71/batchnorm/add"; +"1972 yolo_v4/sync_batch_normalization_71/batchnorm/add" -> "1973 yolo_v4/sync_batch_normalization_71/batchnorm/Rsqrt"; +"1973 yolo_v4/sync_batch_normalization_71/batchnorm/Rsqrt" -> "1976 yolo_v4/sync_batch_normalization_71/batchnorm/mul"; +"1974 yolo_v4/sync_batch_normalization_71/batchnorm/mul/ReadVariableOp/resource" -> "1975 yolo_v4/sync_batch_normalization_71/batchnorm/mul/ReadVariableOp"; +"1975 yolo_v4/sync_batch_normalization_71/batchnorm/mul/ReadVariableOp" -> "1976 yolo_v4/sync_batch_normalization_71/batchnorm/mul"; +"1976 yolo_v4/sync_batch_normalization_71/batchnorm/mul" -> "1977 yolo_v4/sync_batch_normalization_71/batchnorm/mul_1"; +"1976 yolo_v4/sync_batch_normalization_71/batchnorm/mul" -> "1980 yolo_v4/sync_batch_normalization_71/batchnorm/mul_2"; +"1977 yolo_v4/sync_batch_normalization_71/batchnorm/mul_1" -> "1984 yolo_v4/sync_batch_normalization_71/batchnorm/add_1"; +"1978 yolo_v4/sync_batch_normalization_71/batchnorm/ReadVariableOp_1/resource" -> "1979 yolo_v4/sync_batch_normalization_71/batchnorm/ReadVariableOp_1"; +"1979 yolo_v4/sync_batch_normalization_71/batchnorm/ReadVariableOp_1" -> "1980 yolo_v4/sync_batch_normalization_71/batchnorm/mul_2"; +"1980 yolo_v4/sync_batch_normalization_71/batchnorm/mul_2" -> "1983 yolo_v4/sync_batch_normalization_71/batchnorm/sub"; +"1981 yolo_v4/sync_batch_normalization_71/batchnorm/ReadVariableOp_2/resource" -> "1982 yolo_v4/sync_batch_normalization_71/batchnorm/ReadVariableOp_2"; +"1982 yolo_v4/sync_batch_normalization_71/batchnorm/ReadVariableOp_2" -> "1983 yolo_v4/sync_batch_normalization_71/batchnorm/sub"; +"1983 yolo_v4/sync_batch_normalization_71/batchnorm/sub" -> "1984 yolo_v4/sync_batch_normalization_71/batchnorm/add_1"; +"1984 yolo_v4/sync_batch_normalization_71/batchnorm/add_1" -> "1985 yolo_v4/activation_71/Softplus"; +"1984 yolo_v4/sync_batch_normalization_71/batchnorm/add_1" -> "1987 yolo_v4/activation_71/mul"; +"1985 yolo_v4/activation_71/Softplus" -> "1986 yolo_v4/activation_71/Tanh"; +"1986 yolo_v4/activation_71/Tanh" -> "1987 yolo_v4/activation_71/mul"; +"1987 yolo_v4/activation_71/mul" -> "1995 yolo_v4/conv2d_72/Conv2D"; +"1988 yolo_v4/conv2d_72/Sigmoid/ReadVariableOp/resource" -> "1989 yolo_v4/conv2d_72/Sigmoid/ReadVariableOp"; +"1989 yolo_v4/conv2d_72/Sigmoid/ReadVariableOp" -> "1990 yolo_v4/conv2d_72/Sigmoid"; +"1990 yolo_v4/conv2d_72/Sigmoid" -> "1991 yolo_v4/conv2d_72/Round"; +"1991 yolo_v4/conv2d_72/Round" -> "1994 yolo_v4/conv2d_72/mul"; +"1992 yolo_v4/conv2d_72/ReadVariableOp/resource" -> "1993 yolo_v4/conv2d_72/ReadVariableOp"; +"1993 yolo_v4/conv2d_72/ReadVariableOp" -> "1994 yolo_v4/conv2d_72/mul"; +"1994 yolo_v4/conv2d_72/mul" -> "1995 yolo_v4/conv2d_72/Conv2D"; +"1995 yolo_v4/conv2d_72/Conv2D" -> "2004 yolo_v4/sync_batch_normalization_72/batchnorm/mul_1"; +"1996 yolo_v4/sync_batch_normalization_72/batchnorm/ReadVariableOp/resource" -> "1997 yolo_v4/sync_batch_normalization_72/batchnorm/ReadVariableOp"; +"1997 yolo_v4/sync_batch_normalization_72/batchnorm/ReadVariableOp" -> "1999 yolo_v4/sync_batch_normalization_72/batchnorm/add"; +"1998 yolo_v4/sync_batch_normalization_72/batchnorm/add/y" -> "1999 yolo_v4/sync_batch_normalization_72/batchnorm/add"; +"1999 yolo_v4/sync_batch_normalization_72/batchnorm/add" -> "2000 yolo_v4/sync_batch_normalization_72/batchnorm/Rsqrt"; +"2000 yolo_v4/sync_batch_normalization_72/batchnorm/Rsqrt" -> "2003 yolo_v4/sync_batch_normalization_72/batchnorm/mul"; +"2001 yolo_v4/sync_batch_normalization_72/batchnorm/mul/ReadVariableOp/resource" -> "2002 yolo_v4/sync_batch_normalization_72/batchnorm/mul/ReadVariableOp"; +"2002 yolo_v4/sync_batch_normalization_72/batchnorm/mul/ReadVariableOp" -> "2003 yolo_v4/sync_batch_normalization_72/batchnorm/mul"; +"2003 yolo_v4/sync_batch_normalization_72/batchnorm/mul" -> "2004 yolo_v4/sync_batch_normalization_72/batchnorm/mul_1"; +"2003 yolo_v4/sync_batch_normalization_72/batchnorm/mul" -> "2007 yolo_v4/sync_batch_normalization_72/batchnorm/mul_2"; +"2004 yolo_v4/sync_batch_normalization_72/batchnorm/mul_1" -> "2011 yolo_v4/sync_batch_normalization_72/batchnorm/add_1"; +"2005 yolo_v4/sync_batch_normalization_72/batchnorm/ReadVariableOp_1/resource" -> "2006 yolo_v4/sync_batch_normalization_72/batchnorm/ReadVariableOp_1"; +"2006 yolo_v4/sync_batch_normalization_72/batchnorm/ReadVariableOp_1" -> "2007 yolo_v4/sync_batch_normalization_72/batchnorm/mul_2"; +"2007 yolo_v4/sync_batch_normalization_72/batchnorm/mul_2" -> "2010 yolo_v4/sync_batch_normalization_72/batchnorm/sub"; +"2008 yolo_v4/sync_batch_normalization_72/batchnorm/ReadVariableOp_2/resource" -> "2009 yolo_v4/sync_batch_normalization_72/batchnorm/ReadVariableOp_2"; +"2009 yolo_v4/sync_batch_normalization_72/batchnorm/ReadVariableOp_2" -> "2010 yolo_v4/sync_batch_normalization_72/batchnorm/sub"; +"2010 yolo_v4/sync_batch_normalization_72/batchnorm/sub" -> "2011 yolo_v4/sync_batch_normalization_72/batchnorm/add_1"; +"2011 yolo_v4/sync_batch_normalization_72/batchnorm/add_1" -> "2012 yolo_v4/leaky_re_lu/LeakyRelu"; +"2012 yolo_v4/leaky_re_lu/LeakyRelu" -> "2020 yolo_v4/conv2d_73/Conv2D"; +"2013 yolo_v4/conv2d_73/Sigmoid/ReadVariableOp/resource" -> "2014 yolo_v4/conv2d_73/Sigmoid/ReadVariableOp"; +"2014 yolo_v4/conv2d_73/Sigmoid/ReadVariableOp" -> "2015 yolo_v4/conv2d_73/Sigmoid"; +"2015 yolo_v4/conv2d_73/Sigmoid" -> "2016 yolo_v4/conv2d_73/Round"; +"2016 yolo_v4/conv2d_73/Round" -> "2019 yolo_v4/conv2d_73/mul"; +"2017 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yolo_v4/max_pooling2d_1/MaxPool" -> "2067 yolo_v4/concatenate_5/concat"; +"2065 yolo_v4/max_pooling2d/MaxPool" -> "2067 yolo_v4/concatenate_5/concat"; +"2066 yolo_v4/concatenate_5/concat/axis" -> "2067 yolo_v4/concatenate_5/concat"; +"2067 yolo_v4/concatenate_5/concat" -> "2075 yolo_v4/conv2d_75/Conv2D"; +"2068 yolo_v4/conv2d_75/Sigmoid/ReadVariableOp/resource" -> "2069 yolo_v4/conv2d_75/Sigmoid/ReadVariableOp"; +"2069 yolo_v4/conv2d_75/Sigmoid/ReadVariableOp" -> "2070 yolo_v4/conv2d_75/Sigmoid"; +"2070 yolo_v4/conv2d_75/Sigmoid" -> "2071 yolo_v4/conv2d_75/Round"; +"2071 yolo_v4/conv2d_75/Round" -> "2074 yolo_v4/conv2d_75/mul"; +"2072 yolo_v4/conv2d_75/ReadVariableOp/resource" -> "2073 yolo_v4/conv2d_75/ReadVariableOp"; +"2073 yolo_v4/conv2d_75/ReadVariableOp" -> "2074 yolo_v4/conv2d_75/mul"; +"2074 yolo_v4/conv2d_75/mul" -> "2075 yolo_v4/conv2d_75/Conv2D"; +"2075 yolo_v4/conv2d_75/Conv2D" -> "2084 yolo_v4/sync_batch_normalization_75/batchnorm/mul_1"; +"2076 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yolo_v4/sync_batch_normalization_75/batchnorm/mul_1"; +"2083 yolo_v4/sync_batch_normalization_75/batchnorm/mul" -> "2087 yolo_v4/sync_batch_normalization_75/batchnorm/mul_2"; +"2084 yolo_v4/sync_batch_normalization_75/batchnorm/mul_1" -> "2091 yolo_v4/sync_batch_normalization_75/batchnorm/add_1"; +"2085 yolo_v4/sync_batch_normalization_75/batchnorm/ReadVariableOp_1/resource" -> "2086 yolo_v4/sync_batch_normalization_75/batchnorm/ReadVariableOp_1"; +"2086 yolo_v4/sync_batch_normalization_75/batchnorm/ReadVariableOp_1" -> "2087 yolo_v4/sync_batch_normalization_75/batchnorm/mul_2"; +"2087 yolo_v4/sync_batch_normalization_75/batchnorm/mul_2" -> "2090 yolo_v4/sync_batch_normalization_75/batchnorm/sub"; +"2088 yolo_v4/sync_batch_normalization_75/batchnorm/ReadVariableOp_2/resource" -> "2089 yolo_v4/sync_batch_normalization_75/batchnorm/ReadVariableOp_2"; +"2089 yolo_v4/sync_batch_normalization_75/batchnorm/ReadVariableOp_2" -> "2090 yolo_v4/sync_batch_normalization_75/batchnorm/sub"; +"2090 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yolo_v4/sync_batch_normalization_77/batchnorm/mul_1"; +"2133 yolo_v4/sync_batch_normalization_77/batchnorm/mul" -> "2137 yolo_v4/sync_batch_normalization_77/batchnorm/mul_2"; +"2134 yolo_v4/sync_batch_normalization_77/batchnorm/mul_1" -> "2141 yolo_v4/sync_batch_normalization_77/batchnorm/add_1"; +"2135 yolo_v4/sync_batch_normalization_77/batchnorm/ReadVariableOp_1/resource" -> "2136 yolo_v4/sync_batch_normalization_77/batchnorm/ReadVariableOp_1"; +"2136 yolo_v4/sync_batch_normalization_77/batchnorm/ReadVariableOp_1" -> "2137 yolo_v4/sync_batch_normalization_77/batchnorm/mul_2"; +"2137 yolo_v4/sync_batch_normalization_77/batchnorm/mul_2" -> "2140 yolo_v4/sync_batch_normalization_77/batchnorm/sub"; +"2138 yolo_v4/sync_batch_normalization_77/batchnorm/ReadVariableOp_2/resource" -> "2139 yolo_v4/sync_batch_normalization_77/batchnorm/ReadVariableOp_2"; +"2139 yolo_v4/sync_batch_normalization_77/batchnorm/ReadVariableOp_2" -> "2140 yolo_v4/sync_batch_normalization_77/batchnorm/sub"; +"2140 yolo_v4/sync_batch_normalization_77/batchnorm/sub" -> "2141 yolo_v4/sync_batch_normalization_77/batchnorm/add_1"; +"2141 yolo_v4/sync_batch_normalization_77/batchnorm/add_1" -> "2142 yolo_v4/leaky_re_lu_5/LeakyRelu"; +"2142 yolo_v4/leaky_re_lu_5/LeakyRelu" -> "2150 yolo_v4/conv2d_78/Conv2D"; +"2142 yolo_v4/leaky_re_lu_5/LeakyRelu" -> "2687 yolo_v4/concatenate_9/concat"; +"2143 yolo_v4/conv2d_78/Sigmoid/ReadVariableOp/resource" -> "2144 yolo_v4/conv2d_78/Sigmoid/ReadVariableOp"; +"2144 yolo_v4/conv2d_78/Sigmoid/ReadVariableOp" -> "2145 yolo_v4/conv2d_78/Sigmoid"; +"2145 yolo_v4/conv2d_78/Sigmoid" -> "2146 yolo_v4/conv2d_78/Round"; +"2146 yolo_v4/conv2d_78/Round" -> "2149 yolo_v4/conv2d_78/mul"; +"2147 yolo_v4/conv2d_78/ReadVariableOp/resource" -> "2148 yolo_v4/conv2d_78/ReadVariableOp"; +"2148 yolo_v4/conv2d_78/ReadVariableOp" -> "2149 yolo_v4/conv2d_78/mul"; +"2149 yolo_v4/conv2d_78/mul" -> "2150 yolo_v4/conv2d_78/Conv2D"; +"2150 yolo_v4/conv2d_78/Conv2D" -> "2159 yolo_v4/sync_batch_normalization_78/batchnorm/mul_1"; +"2151 yolo_v4/sync_batch_normalization_78/batchnorm/ReadVariableOp/resource" -> "2152 yolo_v4/sync_batch_normalization_78/batchnorm/ReadVariableOp"; +"2152 yolo_v4/sync_batch_normalization_78/batchnorm/ReadVariableOp" -> "2154 yolo_v4/sync_batch_normalization_78/batchnorm/add"; +"2153 yolo_v4/sync_batch_normalization_78/batchnorm/add/y" -> "2154 yolo_v4/sync_batch_normalization_78/batchnorm/add"; +"2154 yolo_v4/sync_batch_normalization_78/batchnorm/add" -> "2155 yolo_v4/sync_batch_normalization_78/batchnorm/Rsqrt"; +"2155 yolo_v4/sync_batch_normalization_78/batchnorm/Rsqrt" -> "2158 yolo_v4/sync_batch_normalization_78/batchnorm/mul"; +"2156 yolo_v4/sync_batch_normalization_78/batchnorm/mul/ReadVariableOp/resource" -> "2157 yolo_v4/sync_batch_normalization_78/batchnorm/mul/ReadVariableOp"; +"2157 yolo_v4/sync_batch_normalization_78/batchnorm/mul/ReadVariableOp" -> "2158 yolo_v4/sync_batch_normalization_78/batchnorm/mul"; +"2158 yolo_v4/sync_batch_normalization_78/batchnorm/mul" -> "2159 yolo_v4/sync_batch_normalization_78/batchnorm/mul_1"; +"2158 yolo_v4/sync_batch_normalization_78/batchnorm/mul" -> "2162 yolo_v4/sync_batch_normalization_78/batchnorm/mul_2"; +"2159 yolo_v4/sync_batch_normalization_78/batchnorm/mul_1" -> "2166 yolo_v4/sync_batch_normalization_78/batchnorm/add_1"; +"2160 yolo_v4/sync_batch_normalization_78/batchnorm/ReadVariableOp_1/resource" -> "2161 yolo_v4/sync_batch_normalization_78/batchnorm/ReadVariableOp_1"; +"2161 yolo_v4/sync_batch_normalization_78/batchnorm/ReadVariableOp_1" -> "2162 yolo_v4/sync_batch_normalization_78/batchnorm/mul_2"; +"2162 yolo_v4/sync_batch_normalization_78/batchnorm/mul_2" -> "2165 yolo_v4/sync_batch_normalization_78/batchnorm/sub"; +"2163 yolo_v4/sync_batch_normalization_78/batchnorm/ReadVariableOp_2/resource" -> "2164 yolo_v4/sync_batch_normalization_78/batchnorm/ReadVariableOp_2"; +"2164 yolo_v4/sync_batch_normalization_78/batchnorm/ReadVariableOp_2" -> "2165 yolo_v4/sync_batch_normalization_78/batchnorm/sub"; +"2165 yolo_v4/sync_batch_normalization_78/batchnorm/sub" -> "2166 yolo_v4/sync_batch_normalization_78/batchnorm/add_1"; +"2166 yolo_v4/sync_batch_normalization_78/batchnorm/add_1" -> "2175 yolo_v4/leaky_re_lu_6/LeakyRelu"; +"2167 yolo_v4/conv2d_79/Sigmoid/ReadVariableOp/resource" -> "2168 yolo_v4/conv2d_79/Sigmoid/ReadVariableOp"; +"2168 yolo_v4/conv2d_79/Sigmoid/ReadVariableOp" -> "2169 yolo_v4/conv2d_79/Sigmoid"; +"2169 yolo_v4/conv2d_79/Sigmoid" -> "2170 yolo_v4/conv2d_79/Round"; +"2170 yolo_v4/conv2d_79/Round" -> "2173 yolo_v4/conv2d_79/mul"; +"2171 yolo_v4/conv2d_79/ReadVariableOp/resource" -> "2172 yolo_v4/conv2d_79/ReadVariableOp"; +"2172 yolo_v4/conv2d_79/ReadVariableOp" -> "2173 yolo_v4/conv2d_79/mul"; +"2173 yolo_v4/conv2d_79/mul" -> "2174 yolo_v4/conv2d_79/Conv2D"; +"2174 yolo_v4/conv2d_79/Conv2D" -> "2184 yolo_v4/sync_batch_normalization_79/batchnorm/mul_1"; +"2175 yolo_v4/leaky_re_lu_6/LeakyRelu" -> "2196 yolo_v4/up_sampling2d/resize/ResizeNearestNeighbor"; +"2176 yolo_v4/sync_batch_normalization_79/batchnorm/ReadVariableOp/resource" -> "2177 yolo_v4/sync_batch_normalization_79/batchnorm/ReadVariableOp"; +"2177 yolo_v4/sync_batch_normalization_79/batchnorm/ReadVariableOp" -> "2179 yolo_v4/sync_batch_normalization_79/batchnorm/add"; +"2178 yolo_v4/sync_batch_normalization_79/batchnorm/add/y" -> "2179 yolo_v4/sync_batch_normalization_79/batchnorm/add"; +"2179 yolo_v4/sync_batch_normalization_79/batchnorm/add" -> "2180 yolo_v4/sync_batch_normalization_79/batchnorm/Rsqrt"; +"2180 yolo_v4/sync_batch_normalization_79/batchnorm/Rsqrt" -> "2183 yolo_v4/sync_batch_normalization_79/batchnorm/mul"; +"2181 yolo_v4/sync_batch_normalization_79/batchnorm/mul/ReadVariableOp/resource" -> "2182 yolo_v4/sync_batch_normalization_79/batchnorm/mul/ReadVariableOp"; +"2182 yolo_v4/sync_batch_normalization_79/batchnorm/mul/ReadVariableOp" -> "2183 yolo_v4/sync_batch_normalization_79/batchnorm/mul"; +"2183 yolo_v4/sync_batch_normalization_79/batchnorm/mul" -> "2184 yolo_v4/sync_batch_normalization_79/batchnorm/mul_1"; +"2183 yolo_v4/sync_batch_normalization_79/batchnorm/mul" -> "2187 yolo_v4/sync_batch_normalization_79/batchnorm/mul_2"; +"2184 yolo_v4/sync_batch_normalization_79/batchnorm/mul_1" -> "2191 yolo_v4/sync_batch_normalization_79/batchnorm/add_1"; +"2185 yolo_v4/sync_batch_normalization_79/batchnorm/ReadVariableOp_1/resource" -> "2186 yolo_v4/sync_batch_normalization_79/batchnorm/ReadVariableOp_1"; +"2186 yolo_v4/sync_batch_normalization_79/batchnorm/ReadVariableOp_1" -> "2187 yolo_v4/sync_batch_normalization_79/batchnorm/mul_2"; +"2187 yolo_v4/sync_batch_normalization_79/batchnorm/mul_2" -> "2190 yolo_v4/sync_batch_normalization_79/batchnorm/sub"; +"2188 yolo_v4/sync_batch_normalization_79/batchnorm/ReadVariableOp_2/resource" -> "2189 yolo_v4/sync_batch_normalization_79/batchnorm/ReadVariableOp_2"; +"2189 yolo_v4/sync_batch_normalization_79/batchnorm/ReadVariableOp_2" -> "2190 yolo_v4/sync_batch_normalization_79/batchnorm/sub"; +"2190 yolo_v4/sync_batch_normalization_79/batchnorm/sub" -> "2191 yolo_v4/sync_batch_normalization_79/batchnorm/add_1"; +"2191 yolo_v4/sync_batch_normalization_79/batchnorm/add_1" -> "2192 yolo_v4/leaky_re_lu_7/LeakyRelu"; +"2192 yolo_v4/leaky_re_lu_7/LeakyRelu" -> "2198 yolo_v4/concatenate_6/concat"; +"2193 yolo_v4/up_sampling2d/Const" -> "2195 yolo_v4/up_sampling2d/mul"; +"2194 yolo_v4/up_sampling2d/Const_1" -> "2195 yolo_v4/up_sampling2d/mul"; +"2195 yolo_v4/up_sampling2d/mul" -> "2196 yolo_v4/up_sampling2d/resize/ResizeNearestNeighbor"; +"2196 yolo_v4/up_sampling2d/resize/ResizeNearestNeighbor" -> "2198 yolo_v4/concatenate_6/concat"; +"2197 yolo_v4/concatenate_6/concat/axis" -> "2198 yolo_v4/concatenate_6/concat"; +"2198 yolo_v4/concatenate_6/concat" -> "2206 yolo_v4/conv2d_80/Conv2D"; +"2199 yolo_v4/conv2d_80/Sigmoid/ReadVariableOp/resource" -> "2200 yolo_v4/conv2d_80/Sigmoid/ReadVariableOp"; +"2200 yolo_v4/conv2d_80/Sigmoid/ReadVariableOp" -> "2201 yolo_v4/conv2d_80/Sigmoid"; +"2201 yolo_v4/conv2d_80/Sigmoid" -> "2202 yolo_v4/conv2d_80/Round"; +"2202 yolo_v4/conv2d_80/Round" -> "2205 yolo_v4/conv2d_80/mul"; +"2203 yolo_v4/conv2d_80/ReadVariableOp/resource" -> "2204 yolo_v4/conv2d_80/ReadVariableOp"; +"2204 yolo_v4/conv2d_80/ReadVariableOp" -> "2205 yolo_v4/conv2d_80/mul"; +"2205 yolo_v4/conv2d_80/mul" -> "2206 yolo_v4/conv2d_80/Conv2D"; +"2206 yolo_v4/conv2d_80/Conv2D" -> "2215 yolo_v4/sync_batch_normalization_80/batchnorm/mul_1"; +"2207 yolo_v4/sync_batch_normalization_80/batchnorm/ReadVariableOp/resource" -> "2208 yolo_v4/sync_batch_normalization_80/batchnorm/ReadVariableOp"; +"2208 yolo_v4/sync_batch_normalization_80/batchnorm/ReadVariableOp" -> "2210 yolo_v4/sync_batch_normalization_80/batchnorm/add"; +"2209 yolo_v4/sync_batch_normalization_80/batchnorm/add/y" -> "2210 yolo_v4/sync_batch_normalization_80/batchnorm/add"; +"2210 yolo_v4/sync_batch_normalization_80/batchnorm/add" -> "2211 yolo_v4/sync_batch_normalization_80/batchnorm/Rsqrt"; +"2211 yolo_v4/sync_batch_normalization_80/batchnorm/Rsqrt" -> "2214 yolo_v4/sync_batch_normalization_80/batchnorm/mul"; +"2212 yolo_v4/sync_batch_normalization_80/batchnorm/mul/ReadVariableOp/resource" -> "2213 yolo_v4/sync_batch_normalization_80/batchnorm/mul/ReadVariableOp"; +"2213 yolo_v4/sync_batch_normalization_80/batchnorm/mul/ReadVariableOp" -> "2214 yolo_v4/sync_batch_normalization_80/batchnorm/mul"; +"2214 yolo_v4/sync_batch_normalization_80/batchnorm/mul" -> "2215 yolo_v4/sync_batch_normalization_80/batchnorm/mul_1"; +"2214 yolo_v4/sync_batch_normalization_80/batchnorm/mul" -> "2218 yolo_v4/sync_batch_normalization_80/batchnorm/mul_2"; +"2215 yolo_v4/sync_batch_normalization_80/batchnorm/mul_1" -> "2222 yolo_v4/sync_batch_normalization_80/batchnorm/add_1"; +"2216 yolo_v4/sync_batch_normalization_80/batchnorm/ReadVariableOp_1/resource" -> "2217 yolo_v4/sync_batch_normalization_80/batchnorm/ReadVariableOp_1"; +"2217 yolo_v4/sync_batch_normalization_80/batchnorm/ReadVariableOp_1" -> "2218 yolo_v4/sync_batch_normalization_80/batchnorm/mul_2"; +"2218 yolo_v4/sync_batch_normalization_80/batchnorm/mul_2" -> "2221 yolo_v4/sync_batch_normalization_80/batchnorm/sub"; +"2219 yolo_v4/sync_batch_normalization_80/batchnorm/ReadVariableOp_2/resource" -> "2220 yolo_v4/sync_batch_normalization_80/batchnorm/ReadVariableOp_2"; +"2220 yolo_v4/sync_batch_normalization_80/batchnorm/ReadVariableOp_2" -> "2221 yolo_v4/sync_batch_normalization_80/batchnorm/sub"; +"2221 yolo_v4/sync_batch_normalization_80/batchnorm/sub" -> "2222 yolo_v4/sync_batch_normalization_80/batchnorm/add_1"; +"2222 yolo_v4/sync_batch_normalization_80/batchnorm/add_1" -> "2223 yolo_v4/leaky_re_lu_8/LeakyRelu"; +"2223 yolo_v4/leaky_re_lu_8/LeakyRelu" -> "2231 yolo_v4/conv2d_81/Conv2D"; +"2224 yolo_v4/conv2d_81/Sigmoid/ReadVariableOp/resource" -> "2225 yolo_v4/conv2d_81/Sigmoid/ReadVariableOp"; +"2225 yolo_v4/conv2d_81/Sigmoid/ReadVariableOp" -> "2226 yolo_v4/conv2d_81/Sigmoid"; +"2226 yolo_v4/conv2d_81/Sigmoid" -> "2227 yolo_v4/conv2d_81/Round"; +"2227 yolo_v4/conv2d_81/Round" -> "2230 yolo_v4/conv2d_81/mul"; +"2228 yolo_v4/conv2d_81/ReadVariableOp/resource" -> "2229 yolo_v4/conv2d_81/ReadVariableOp"; +"2229 yolo_v4/conv2d_81/ReadVariableOp" -> "2230 yolo_v4/conv2d_81/mul"; +"2230 yolo_v4/conv2d_81/mul" -> "2231 yolo_v4/conv2d_81/Conv2D"; +"2231 yolo_v4/conv2d_81/Conv2D" -> "2240 yolo_v4/sync_batch_normalization_81/batchnorm/mul_1"; +"2232 yolo_v4/sync_batch_normalization_81/batchnorm/ReadVariableOp/resource" -> "2233 yolo_v4/sync_batch_normalization_81/batchnorm/ReadVariableOp"; +"2233 yolo_v4/sync_batch_normalization_81/batchnorm/ReadVariableOp" -> "2235 yolo_v4/sync_batch_normalization_81/batchnorm/add"; +"2234 yolo_v4/sync_batch_normalization_81/batchnorm/add/y" -> "2235 yolo_v4/sync_batch_normalization_81/batchnorm/add"; +"2235 yolo_v4/sync_batch_normalization_81/batchnorm/add" -> "2236 yolo_v4/sync_batch_normalization_81/batchnorm/Rsqrt"; +"2236 yolo_v4/sync_batch_normalization_81/batchnorm/Rsqrt" -> "2239 yolo_v4/sync_batch_normalization_81/batchnorm/mul"; +"2237 yolo_v4/sync_batch_normalization_81/batchnorm/mul/ReadVariableOp/resource" -> "2238 yolo_v4/sync_batch_normalization_81/batchnorm/mul/ReadVariableOp"; +"2238 yolo_v4/sync_batch_normalization_81/batchnorm/mul/ReadVariableOp" -> "2239 yolo_v4/sync_batch_normalization_81/batchnorm/mul"; +"2239 yolo_v4/sync_batch_normalization_81/batchnorm/mul" -> "2240 yolo_v4/sync_batch_normalization_81/batchnorm/mul_1"; +"2239 yolo_v4/sync_batch_normalization_81/batchnorm/mul" -> "2243 yolo_v4/sync_batch_normalization_81/batchnorm/mul_2"; +"2240 yolo_v4/sync_batch_normalization_81/batchnorm/mul_1" -> "2247 yolo_v4/sync_batch_normalization_81/batchnorm/add_1"; +"2241 yolo_v4/sync_batch_normalization_81/batchnorm/ReadVariableOp_1/resource" -> "2242 yolo_v4/sync_batch_normalization_81/batchnorm/ReadVariableOp_1"; +"2242 yolo_v4/sync_batch_normalization_81/batchnorm/ReadVariableOp_1" -> "2243 yolo_v4/sync_batch_normalization_81/batchnorm/mul_2"; +"2243 yolo_v4/sync_batch_normalization_81/batchnorm/mul_2" -> "2246 yolo_v4/sync_batch_normalization_81/batchnorm/sub"; +"2244 yolo_v4/sync_batch_normalization_81/batchnorm/ReadVariableOp_2/resource" -> "2245 yolo_v4/sync_batch_normalization_81/batchnorm/ReadVariableOp_2"; +"2245 yolo_v4/sync_batch_normalization_81/batchnorm/ReadVariableOp_2" -> "2246 yolo_v4/sync_batch_normalization_81/batchnorm/sub"; +"2246 yolo_v4/sync_batch_normalization_81/batchnorm/sub" -> "2247 yolo_v4/sync_batch_normalization_81/batchnorm/add_1"; +"2247 yolo_v4/sync_batch_normalization_81/batchnorm/add_1" -> "2248 yolo_v4/leaky_re_lu_9/LeakyRelu"; +"2248 yolo_v4/leaky_re_lu_9/LeakyRelu" -> "2256 yolo_v4/conv2d_82/Conv2D"; +"2249 yolo_v4/conv2d_82/Sigmoid/ReadVariableOp/resource" -> "2250 yolo_v4/conv2d_82/Sigmoid/ReadVariableOp"; +"2250 yolo_v4/conv2d_82/Sigmoid/ReadVariableOp" -> "2251 yolo_v4/conv2d_82/Sigmoid"; +"2251 yolo_v4/conv2d_82/Sigmoid" -> "2252 yolo_v4/conv2d_82/Round"; +"2252 yolo_v4/conv2d_82/Round" -> "2255 yolo_v4/conv2d_82/mul"; +"2253 yolo_v4/conv2d_82/ReadVariableOp/resource" -> "2254 yolo_v4/conv2d_82/ReadVariableOp"; +"2254 yolo_v4/conv2d_82/ReadVariableOp" -> "2255 yolo_v4/conv2d_82/mul"; +"2255 yolo_v4/conv2d_82/mul" -> "2256 yolo_v4/conv2d_82/Conv2D"; +"2256 yolo_v4/conv2d_82/Conv2D" -> "2265 yolo_v4/sync_batch_normalization_82/batchnorm/mul_1"; +"2257 yolo_v4/sync_batch_normalization_82/batchnorm/ReadVariableOp/resource" -> "2258 yolo_v4/sync_batch_normalization_82/batchnorm/ReadVariableOp"; +"2258 yolo_v4/sync_batch_normalization_82/batchnorm/ReadVariableOp" -> "2260 yolo_v4/sync_batch_normalization_82/batchnorm/add"; +"2259 yolo_v4/sync_batch_normalization_82/batchnorm/add/y" -> "2260 yolo_v4/sync_batch_normalization_82/batchnorm/add"; +"2260 yolo_v4/sync_batch_normalization_82/batchnorm/add" -> "2261 yolo_v4/sync_batch_normalization_82/batchnorm/Rsqrt"; +"2261 yolo_v4/sync_batch_normalization_82/batchnorm/Rsqrt" -> "2264 yolo_v4/sync_batch_normalization_82/batchnorm/mul"; +"2262 yolo_v4/sync_batch_normalization_82/batchnorm/mul/ReadVariableOp/resource" -> "2263 yolo_v4/sync_batch_normalization_82/batchnorm/mul/ReadVariableOp"; +"2263 yolo_v4/sync_batch_normalization_82/batchnorm/mul/ReadVariableOp" -> "2264 yolo_v4/sync_batch_normalization_82/batchnorm/mul"; +"2264 yolo_v4/sync_batch_normalization_82/batchnorm/mul" -> "2265 yolo_v4/sync_batch_normalization_82/batchnorm/mul_1"; +"2264 yolo_v4/sync_batch_normalization_82/batchnorm/mul" -> "2268 yolo_v4/sync_batch_normalization_82/batchnorm/mul_2"; +"2265 yolo_v4/sync_batch_normalization_82/batchnorm/mul_1" -> "2272 yolo_v4/sync_batch_normalization_82/batchnorm/add_1"; +"2266 yolo_v4/sync_batch_normalization_82/batchnorm/ReadVariableOp_1/resource" -> "2267 yolo_v4/sync_batch_normalization_82/batchnorm/ReadVariableOp_1"; +"2267 yolo_v4/sync_batch_normalization_82/batchnorm/ReadVariableOp_1" -> "2268 yolo_v4/sync_batch_normalization_82/batchnorm/mul_2"; +"2268 yolo_v4/sync_batch_normalization_82/batchnorm/mul_2" -> "2271 yolo_v4/sync_batch_normalization_82/batchnorm/sub"; +"2269 yolo_v4/sync_batch_normalization_82/batchnorm/ReadVariableOp_2/resource" -> "2270 yolo_v4/sync_batch_normalization_82/batchnorm/ReadVariableOp_2"; +"2270 yolo_v4/sync_batch_normalization_82/batchnorm/ReadVariableOp_2" -> "2271 yolo_v4/sync_batch_normalization_82/batchnorm/sub"; +"2271 yolo_v4/sync_batch_normalization_82/batchnorm/sub" -> "2272 yolo_v4/sync_batch_normalization_82/batchnorm/add_1"; +"2272 yolo_v4/sync_batch_normalization_82/batchnorm/add_1" -> "2273 yolo_v4/leaky_re_lu_10/LeakyRelu"; +"2273 yolo_v4/leaky_re_lu_10/LeakyRelu" -> "2281 yolo_v4/conv2d_83/Conv2D"; +"2274 yolo_v4/conv2d_83/Sigmoid/ReadVariableOp/resource" -> "2275 yolo_v4/conv2d_83/Sigmoid/ReadVariableOp"; +"2275 yolo_v4/conv2d_83/Sigmoid/ReadVariableOp" -> "2276 yolo_v4/conv2d_83/Sigmoid"; +"2276 yolo_v4/conv2d_83/Sigmoid" -> "2277 yolo_v4/conv2d_83/Round"; +"2277 yolo_v4/conv2d_83/Round" -> "2280 yolo_v4/conv2d_83/mul"; +"2278 yolo_v4/conv2d_83/ReadVariableOp/resource" -> "2279 yolo_v4/conv2d_83/ReadVariableOp"; +"2279 yolo_v4/conv2d_83/ReadVariableOp" -> "2280 yolo_v4/conv2d_83/mul"; +"2280 yolo_v4/conv2d_83/mul" -> "2281 yolo_v4/conv2d_83/Conv2D"; +"2281 yolo_v4/conv2d_83/Conv2D" -> "2290 yolo_v4/sync_batch_normalization_83/batchnorm/mul_1"; +"2282 yolo_v4/sync_batch_normalization_83/batchnorm/ReadVariableOp/resource" -> "2283 yolo_v4/sync_batch_normalization_83/batchnorm/ReadVariableOp"; +"2283 yolo_v4/sync_batch_normalization_83/batchnorm/ReadVariableOp" -> "2285 yolo_v4/sync_batch_normalization_83/batchnorm/add"; +"2284 yolo_v4/sync_batch_normalization_83/batchnorm/add/y" -> "2285 yolo_v4/sync_batch_normalization_83/batchnorm/add"; +"2285 yolo_v4/sync_batch_normalization_83/batchnorm/add" -> "2286 yolo_v4/sync_batch_normalization_83/batchnorm/Rsqrt"; +"2286 yolo_v4/sync_batch_normalization_83/batchnorm/Rsqrt" -> "2289 yolo_v4/sync_batch_normalization_83/batchnorm/mul"; +"2287 yolo_v4/sync_batch_normalization_83/batchnorm/mul/ReadVariableOp/resource" -> "2288 yolo_v4/sync_batch_normalization_83/batchnorm/mul/ReadVariableOp"; +"2288 yolo_v4/sync_batch_normalization_83/batchnorm/mul/ReadVariableOp" -> "2289 yolo_v4/sync_batch_normalization_83/batchnorm/mul"; +"2289 yolo_v4/sync_batch_normalization_83/batchnorm/mul" -> "2290 yolo_v4/sync_batch_normalization_83/batchnorm/mul_1"; +"2289 yolo_v4/sync_batch_normalization_83/batchnorm/mul" -> "2293 yolo_v4/sync_batch_normalization_83/batchnorm/mul_2"; +"2290 yolo_v4/sync_batch_normalization_83/batchnorm/mul_1" -> "2297 yolo_v4/sync_batch_normalization_83/batchnorm/add_1"; +"2291 yolo_v4/sync_batch_normalization_83/batchnorm/ReadVariableOp_1/resource" -> "2292 yolo_v4/sync_batch_normalization_83/batchnorm/ReadVariableOp_1"; +"2292 yolo_v4/sync_batch_normalization_83/batchnorm/ReadVariableOp_1" -> "2293 yolo_v4/sync_batch_normalization_83/batchnorm/mul_2"; +"2293 yolo_v4/sync_batch_normalization_83/batchnorm/mul_2" -> "2296 yolo_v4/sync_batch_normalization_83/batchnorm/sub"; +"2294 yolo_v4/sync_batch_normalization_83/batchnorm/ReadVariableOp_2/resource" -> "2295 yolo_v4/sync_batch_normalization_83/batchnorm/ReadVariableOp_2"; +"2295 yolo_v4/sync_batch_normalization_83/batchnorm/ReadVariableOp_2" -> "2296 yolo_v4/sync_batch_normalization_83/batchnorm/sub"; +"2296 yolo_v4/sync_batch_normalization_83/batchnorm/sub" -> "2297 yolo_v4/sync_batch_normalization_83/batchnorm/add_1"; +"2297 yolo_v4/sync_batch_normalization_83/batchnorm/add_1" -> "2298 yolo_v4/leaky_re_lu_11/LeakyRelu"; +"2298 yolo_v4/leaky_re_lu_11/LeakyRelu" -> "2306 yolo_v4/conv2d_84/Conv2D"; +"2299 yolo_v4/conv2d_84/Sigmoid/ReadVariableOp/resource" -> "2300 yolo_v4/conv2d_84/Sigmoid/ReadVariableOp"; +"2300 yolo_v4/conv2d_84/Sigmoid/ReadVariableOp" -> "2301 yolo_v4/conv2d_84/Sigmoid"; +"2301 yolo_v4/conv2d_84/Sigmoid" -> "2302 yolo_v4/conv2d_84/Round"; +"2302 yolo_v4/conv2d_84/Round" -> "2305 yolo_v4/conv2d_84/mul"; +"2303 yolo_v4/conv2d_84/ReadVariableOp/resource" -> "2304 yolo_v4/conv2d_84/ReadVariableOp"; +"2304 yolo_v4/conv2d_84/ReadVariableOp" -> "2305 yolo_v4/conv2d_84/mul"; +"2305 yolo_v4/conv2d_84/mul" -> "2306 yolo_v4/conv2d_84/Conv2D"; +"2306 yolo_v4/conv2d_84/Conv2D" -> "2315 yolo_v4/sync_batch_normalization_84/batchnorm/mul_1"; +"2307 yolo_v4/sync_batch_normalization_84/batchnorm/ReadVariableOp/resource" -> "2308 yolo_v4/sync_batch_normalization_84/batchnorm/ReadVariableOp"; +"2308 yolo_v4/sync_batch_normalization_84/batchnorm/ReadVariableOp" -> "2310 yolo_v4/sync_batch_normalization_84/batchnorm/add"; +"2309 yolo_v4/sync_batch_normalization_84/batchnorm/add/y" -> "2310 yolo_v4/sync_batch_normalization_84/batchnorm/add"; +"2310 yolo_v4/sync_batch_normalization_84/batchnorm/add" -> "2311 yolo_v4/sync_batch_normalization_84/batchnorm/Rsqrt"; +"2311 yolo_v4/sync_batch_normalization_84/batchnorm/Rsqrt" -> "2314 yolo_v4/sync_batch_normalization_84/batchnorm/mul"; +"2312 yolo_v4/sync_batch_normalization_84/batchnorm/mul/ReadVariableOp/resource" -> "2313 yolo_v4/sync_batch_normalization_84/batchnorm/mul/ReadVariableOp"; +"2313 yolo_v4/sync_batch_normalization_84/batchnorm/mul/ReadVariableOp" -> "2314 yolo_v4/sync_batch_normalization_84/batchnorm/mul"; +"2314 yolo_v4/sync_batch_normalization_84/batchnorm/mul" -> "2315 yolo_v4/sync_batch_normalization_84/batchnorm/mul_1"; +"2314 yolo_v4/sync_batch_normalization_84/batchnorm/mul" -> "2318 yolo_v4/sync_batch_normalization_84/batchnorm/mul_2"; +"2315 yolo_v4/sync_batch_normalization_84/batchnorm/mul_1" -> "2322 yolo_v4/sync_batch_normalization_84/batchnorm/add_1"; +"2316 yolo_v4/sync_batch_normalization_84/batchnorm/ReadVariableOp_1/resource" -> "2317 yolo_v4/sync_batch_normalization_84/batchnorm/ReadVariableOp_1"; +"2317 yolo_v4/sync_batch_normalization_84/batchnorm/ReadVariableOp_1" -> "2318 yolo_v4/sync_batch_normalization_84/batchnorm/mul_2"; +"2318 yolo_v4/sync_batch_normalization_84/batchnorm/mul_2" -> "2321 yolo_v4/sync_batch_normalization_84/batchnorm/sub"; +"2319 yolo_v4/sync_batch_normalization_84/batchnorm/ReadVariableOp_2/resource" -> "2320 yolo_v4/sync_batch_normalization_84/batchnorm/ReadVariableOp_2"; +"2320 yolo_v4/sync_batch_normalization_84/batchnorm/ReadVariableOp_2" -> "2321 yolo_v4/sync_batch_normalization_84/batchnorm/sub"; +"2321 yolo_v4/sync_batch_normalization_84/batchnorm/sub" -> "2322 yolo_v4/sync_batch_normalization_84/batchnorm/add_1"; +"2322 yolo_v4/sync_batch_normalization_84/batchnorm/add_1" -> "2323 yolo_v4/leaky_re_lu_12/LeakyRelu"; +"2323 yolo_v4/leaky_re_lu_12/LeakyRelu" -> "2331 yolo_v4/conv2d_85/Conv2D"; +"2323 yolo_v4/leaky_re_lu_12/LeakyRelu" -> "2533 yolo_v4/concatenate_8/concat"; +"2324 yolo_v4/conv2d_85/Sigmoid/ReadVariableOp/resource" -> "2325 yolo_v4/conv2d_85/Sigmoid/ReadVariableOp"; +"2325 yolo_v4/conv2d_85/Sigmoid/ReadVariableOp" -> "2326 yolo_v4/conv2d_85/Sigmoid"; +"2326 yolo_v4/conv2d_85/Sigmoid" -> "2327 yolo_v4/conv2d_85/Round"; +"2327 yolo_v4/conv2d_85/Round" -> "2330 yolo_v4/conv2d_85/mul"; +"2328 yolo_v4/conv2d_85/ReadVariableOp/resource" -> "2329 yolo_v4/conv2d_85/ReadVariableOp"; +"2329 yolo_v4/conv2d_85/ReadVariableOp" -> "2330 yolo_v4/conv2d_85/mul"; +"2330 yolo_v4/conv2d_85/mul" -> "2331 yolo_v4/conv2d_85/Conv2D"; +"2331 yolo_v4/conv2d_85/Conv2D" -> "2340 yolo_v4/sync_batch_normalization_85/batchnorm/mul_1"; +"2332 yolo_v4/sync_batch_normalization_85/batchnorm/ReadVariableOp/resource" -> "2333 yolo_v4/sync_batch_normalization_85/batchnorm/ReadVariableOp"; +"2333 yolo_v4/sync_batch_normalization_85/batchnorm/ReadVariableOp" -> "2335 yolo_v4/sync_batch_normalization_85/batchnorm/add"; +"2334 yolo_v4/sync_batch_normalization_85/batchnorm/add/y" -> "2335 yolo_v4/sync_batch_normalization_85/batchnorm/add"; +"2335 yolo_v4/sync_batch_normalization_85/batchnorm/add" -> "2336 yolo_v4/sync_batch_normalization_85/batchnorm/Rsqrt"; +"2336 yolo_v4/sync_batch_normalization_85/batchnorm/Rsqrt" -> "2339 yolo_v4/sync_batch_normalization_85/batchnorm/mul"; +"2337 yolo_v4/sync_batch_normalization_85/batchnorm/mul/ReadVariableOp/resource" -> "2338 yolo_v4/sync_batch_normalization_85/batchnorm/mul/ReadVariableOp"; +"2338 yolo_v4/sync_batch_normalization_85/batchnorm/mul/ReadVariableOp" -> "2339 yolo_v4/sync_batch_normalization_85/batchnorm/mul"; +"2339 yolo_v4/sync_batch_normalization_85/batchnorm/mul" -> "2340 yolo_v4/sync_batch_normalization_85/batchnorm/mul_1"; +"2339 yolo_v4/sync_batch_normalization_85/batchnorm/mul" -> "2343 yolo_v4/sync_batch_normalization_85/batchnorm/mul_2"; +"2340 yolo_v4/sync_batch_normalization_85/batchnorm/mul_1" -> "2347 yolo_v4/sync_batch_normalization_85/batchnorm/add_1"; +"2341 yolo_v4/sync_batch_normalization_85/batchnorm/ReadVariableOp_1/resource" -> "2342 yolo_v4/sync_batch_normalization_85/batchnorm/ReadVariableOp_1"; +"2342 yolo_v4/sync_batch_normalization_85/batchnorm/ReadVariableOp_1" -> "2343 yolo_v4/sync_batch_normalization_85/batchnorm/mul_2"; +"2343 yolo_v4/sync_batch_normalization_85/batchnorm/mul_2" -> "2346 yolo_v4/sync_batch_normalization_85/batchnorm/sub"; +"2344 yolo_v4/sync_batch_normalization_85/batchnorm/ReadVariableOp_2/resource" -> "2345 yolo_v4/sync_batch_normalization_85/batchnorm/ReadVariableOp_2"; +"2345 yolo_v4/sync_batch_normalization_85/batchnorm/ReadVariableOp_2" -> "2346 yolo_v4/sync_batch_normalization_85/batchnorm/sub"; +"2346 yolo_v4/sync_batch_normalization_85/batchnorm/sub" -> "2347 yolo_v4/sync_batch_normalization_85/batchnorm/add_1"; +"2347 yolo_v4/sync_batch_normalization_85/batchnorm/add_1" -> "2356 yolo_v4/leaky_re_lu_13/LeakyRelu"; +"2348 yolo_v4/conv2d_86/Sigmoid/ReadVariableOp/resource" -> "2349 yolo_v4/conv2d_86/Sigmoid/ReadVariableOp"; +"2349 yolo_v4/conv2d_86/Sigmoid/ReadVariableOp" -> "2350 yolo_v4/conv2d_86/Sigmoid"; +"2350 yolo_v4/conv2d_86/Sigmoid" -> "2351 yolo_v4/conv2d_86/Round"; +"2351 yolo_v4/conv2d_86/Round" -> "2354 yolo_v4/conv2d_86/mul"; +"2352 yolo_v4/conv2d_86/ReadVariableOp/resource" -> "2353 yolo_v4/conv2d_86/ReadVariableOp"; +"2353 yolo_v4/conv2d_86/ReadVariableOp" -> "2354 yolo_v4/conv2d_86/mul"; +"2354 yolo_v4/conv2d_86/mul" -> "2355 yolo_v4/conv2d_86/Conv2D"; +"2355 yolo_v4/conv2d_86/Conv2D" -> "2365 yolo_v4/sync_batch_normalization_86/batchnorm/mul_1"; +"2356 yolo_v4/leaky_re_lu_13/LeakyRelu" -> "2377 yolo_v4/up_sampling2d_1/resize/ResizeNearestNeighbor"; +"2357 yolo_v4/sync_batch_normalization_86/batchnorm/ReadVariableOp/resource" -> "2358 yolo_v4/sync_batch_normalization_86/batchnorm/ReadVariableOp"; +"2358 yolo_v4/sync_batch_normalization_86/batchnorm/ReadVariableOp" -> "2360 yolo_v4/sync_batch_normalization_86/batchnorm/add"; +"2359 yolo_v4/sync_batch_normalization_86/batchnorm/add/y" -> "2360 yolo_v4/sync_batch_normalization_86/batchnorm/add"; +"2360 yolo_v4/sync_batch_normalization_86/batchnorm/add" -> "2361 yolo_v4/sync_batch_normalization_86/batchnorm/Rsqrt"; +"2361 yolo_v4/sync_batch_normalization_86/batchnorm/Rsqrt" -> "2364 yolo_v4/sync_batch_normalization_86/batchnorm/mul"; +"2362 yolo_v4/sync_batch_normalization_86/batchnorm/mul/ReadVariableOp/resource" -> "2363 yolo_v4/sync_batch_normalization_86/batchnorm/mul/ReadVariableOp"; +"2363 yolo_v4/sync_batch_normalization_86/batchnorm/mul/ReadVariableOp" -> "2364 yolo_v4/sync_batch_normalization_86/batchnorm/mul"; +"2364 yolo_v4/sync_batch_normalization_86/batchnorm/mul" -> "2365 yolo_v4/sync_batch_normalization_86/batchnorm/mul_1"; +"2364 yolo_v4/sync_batch_normalization_86/batchnorm/mul" -> "2368 yolo_v4/sync_batch_normalization_86/batchnorm/mul_2"; +"2365 yolo_v4/sync_batch_normalization_86/batchnorm/mul_1" -> "2372 yolo_v4/sync_batch_normalization_86/batchnorm/add_1"; +"2366 yolo_v4/sync_batch_normalization_86/batchnorm/ReadVariableOp_1/resource" -> "2367 yolo_v4/sync_batch_normalization_86/batchnorm/ReadVariableOp_1"; +"2367 yolo_v4/sync_batch_normalization_86/batchnorm/ReadVariableOp_1" -> "2368 yolo_v4/sync_batch_normalization_86/batchnorm/mul_2"; +"2368 yolo_v4/sync_batch_normalization_86/batchnorm/mul_2" -> "2371 yolo_v4/sync_batch_normalization_86/batchnorm/sub"; +"2369 yolo_v4/sync_batch_normalization_86/batchnorm/ReadVariableOp_2/resource" -> "2370 yolo_v4/sync_batch_normalization_86/batchnorm/ReadVariableOp_2"; +"2370 yolo_v4/sync_batch_normalization_86/batchnorm/ReadVariableOp_2" -> "2371 yolo_v4/sync_batch_normalization_86/batchnorm/sub"; +"2371 yolo_v4/sync_batch_normalization_86/batchnorm/sub" -> "2372 yolo_v4/sync_batch_normalization_86/batchnorm/add_1"; +"2372 yolo_v4/sync_batch_normalization_86/batchnorm/add_1" -> "2373 yolo_v4/leaky_re_lu_14/LeakyRelu"; +"2373 yolo_v4/leaky_re_lu_14/LeakyRelu" -> "2379 yolo_v4/concatenate_7/concat"; +"2374 yolo_v4/up_sampling2d_1/Const" -> "2376 yolo_v4/up_sampling2d_1/mul"; +"2375 yolo_v4/up_sampling2d_1/Const_1" -> "2376 yolo_v4/up_sampling2d_1/mul"; +"2376 yolo_v4/up_sampling2d_1/mul" -> "2377 yolo_v4/up_sampling2d_1/resize/ResizeNearestNeighbor"; +"2377 yolo_v4/up_sampling2d_1/resize/ResizeNearestNeighbor" -> "2379 yolo_v4/concatenate_7/concat"; +"2378 yolo_v4/concatenate_7/concat/axis" -> "2379 yolo_v4/concatenate_7/concat"; +"2379 yolo_v4/concatenate_7/concat" -> "2387 yolo_v4/conv2d_87/Conv2D"; +"2380 yolo_v4/conv2d_87/Sigmoid/ReadVariableOp/resource" -> "2381 yolo_v4/conv2d_87/Sigmoid/ReadVariableOp"; +"2381 yolo_v4/conv2d_87/Sigmoid/ReadVariableOp" -> "2382 yolo_v4/conv2d_87/Sigmoid"; +"2382 yolo_v4/conv2d_87/Sigmoid" -> "2383 yolo_v4/conv2d_87/Round"; +"2383 yolo_v4/conv2d_87/Round" -> "2386 yolo_v4/conv2d_87/mul"; +"2384 yolo_v4/conv2d_87/ReadVariableOp/resource" -> "2385 yolo_v4/conv2d_87/ReadVariableOp"; +"2385 yolo_v4/conv2d_87/ReadVariableOp" -> "2386 yolo_v4/conv2d_87/mul"; +"2386 yolo_v4/conv2d_87/mul" -> "2387 yolo_v4/conv2d_87/Conv2D"; +"2387 yolo_v4/conv2d_87/Conv2D" -> "2396 yolo_v4/sync_batch_normalization_87/batchnorm/mul_1"; +"2388 yolo_v4/sync_batch_normalization_87/batchnorm/ReadVariableOp/resource" -> "2389 yolo_v4/sync_batch_normalization_87/batchnorm/ReadVariableOp"; +"2389 yolo_v4/sync_batch_normalization_87/batchnorm/ReadVariableOp" -> "2391 yolo_v4/sync_batch_normalization_87/batchnorm/add"; +"2390 yolo_v4/sync_batch_normalization_87/batchnorm/add/y" -> "2391 yolo_v4/sync_batch_normalization_87/batchnorm/add"; +"2391 yolo_v4/sync_batch_normalization_87/batchnorm/add" -> "2392 yolo_v4/sync_batch_normalization_87/batchnorm/Rsqrt"; +"2392 yolo_v4/sync_batch_normalization_87/batchnorm/Rsqrt" -> "2395 yolo_v4/sync_batch_normalization_87/batchnorm/mul"; +"2393 yolo_v4/sync_batch_normalization_87/batchnorm/mul/ReadVariableOp/resource" -> "2394 yolo_v4/sync_batch_normalization_87/batchnorm/mul/ReadVariableOp"; +"2394 yolo_v4/sync_batch_normalization_87/batchnorm/mul/ReadVariableOp" -> "2395 yolo_v4/sync_batch_normalization_87/batchnorm/mul"; +"2395 yolo_v4/sync_batch_normalization_87/batchnorm/mul" -> "2396 yolo_v4/sync_batch_normalization_87/batchnorm/mul_1"; +"2395 yolo_v4/sync_batch_normalization_87/batchnorm/mul" -> "2399 yolo_v4/sync_batch_normalization_87/batchnorm/mul_2"; +"2396 yolo_v4/sync_batch_normalization_87/batchnorm/mul_1" -> "2403 yolo_v4/sync_batch_normalization_87/batchnorm/add_1"; +"2397 yolo_v4/sync_batch_normalization_87/batchnorm/ReadVariableOp_1/resource" -> "2398 yolo_v4/sync_batch_normalization_87/batchnorm/ReadVariableOp_1"; +"2398 yolo_v4/sync_batch_normalization_87/batchnorm/ReadVariableOp_1" -> "2399 yolo_v4/sync_batch_normalization_87/batchnorm/mul_2"; +"2399 yolo_v4/sync_batch_normalization_87/batchnorm/mul_2" -> "2402 yolo_v4/sync_batch_normalization_87/batchnorm/sub"; +"2400 yolo_v4/sync_batch_normalization_87/batchnorm/ReadVariableOp_2/resource" -> "2401 yolo_v4/sync_batch_normalization_87/batchnorm/ReadVariableOp_2"; +"2401 yolo_v4/sync_batch_normalization_87/batchnorm/ReadVariableOp_2" -> "2402 yolo_v4/sync_batch_normalization_87/batchnorm/sub"; +"2402 yolo_v4/sync_batch_normalization_87/batchnorm/sub" -> "2403 yolo_v4/sync_batch_normalization_87/batchnorm/add_1"; +"2403 yolo_v4/sync_batch_normalization_87/batchnorm/add_1" -> "2404 yolo_v4/leaky_re_lu_15/LeakyRelu"; +"2404 yolo_v4/leaky_re_lu_15/LeakyRelu" -> "2412 yolo_v4/conv2d_88/Conv2D"; +"2405 yolo_v4/conv2d_88/Sigmoid/ReadVariableOp/resource" -> "2406 yolo_v4/conv2d_88/Sigmoid/ReadVariableOp"; +"2406 yolo_v4/conv2d_88/Sigmoid/ReadVariableOp" -> "2407 yolo_v4/conv2d_88/Sigmoid"; +"2407 yolo_v4/conv2d_88/Sigmoid" -> "2408 yolo_v4/conv2d_88/Round"; +"2408 yolo_v4/conv2d_88/Round" -> "2411 yolo_v4/conv2d_88/mul"; +"2409 yolo_v4/conv2d_88/ReadVariableOp/resource" -> "2410 yolo_v4/conv2d_88/ReadVariableOp"; +"2410 yolo_v4/conv2d_88/ReadVariableOp" -> "2411 yolo_v4/conv2d_88/mul"; +"2411 yolo_v4/conv2d_88/mul" -> "2412 yolo_v4/conv2d_88/Conv2D"; +"2412 yolo_v4/conv2d_88/Conv2D" -> "2421 yolo_v4/sync_batch_normalization_88/batchnorm/mul_1"; +"2413 yolo_v4/sync_batch_normalization_88/batchnorm/ReadVariableOp/resource" -> "2414 yolo_v4/sync_batch_normalization_88/batchnorm/ReadVariableOp"; +"2414 yolo_v4/sync_batch_normalization_88/batchnorm/ReadVariableOp" -> "2416 yolo_v4/sync_batch_normalization_88/batchnorm/add"; +"2415 yolo_v4/sync_batch_normalization_88/batchnorm/add/y" -> "2416 yolo_v4/sync_batch_normalization_88/batchnorm/add"; +"2416 yolo_v4/sync_batch_normalization_88/batchnorm/add" -> "2417 yolo_v4/sync_batch_normalization_88/batchnorm/Rsqrt"; +"2417 yolo_v4/sync_batch_normalization_88/batchnorm/Rsqrt" -> "2420 yolo_v4/sync_batch_normalization_88/batchnorm/mul"; +"2418 yolo_v4/sync_batch_normalization_88/batchnorm/mul/ReadVariableOp/resource" -> "2419 yolo_v4/sync_batch_normalization_88/batchnorm/mul/ReadVariableOp"; +"2419 yolo_v4/sync_batch_normalization_88/batchnorm/mul/ReadVariableOp" -> "2420 yolo_v4/sync_batch_normalization_88/batchnorm/mul"; +"2420 yolo_v4/sync_batch_normalization_88/batchnorm/mul" -> "2421 yolo_v4/sync_batch_normalization_88/batchnorm/mul_1"; +"2420 yolo_v4/sync_batch_normalization_88/batchnorm/mul" -> "2424 yolo_v4/sync_batch_normalization_88/batchnorm/mul_2"; +"2421 yolo_v4/sync_batch_normalization_88/batchnorm/mul_1" -> "2428 yolo_v4/sync_batch_normalization_88/batchnorm/add_1"; +"2422 yolo_v4/sync_batch_normalization_88/batchnorm/ReadVariableOp_1/resource" -> "2423 yolo_v4/sync_batch_normalization_88/batchnorm/ReadVariableOp_1"; +"2423 yolo_v4/sync_batch_normalization_88/batchnorm/ReadVariableOp_1" -> "2424 yolo_v4/sync_batch_normalization_88/batchnorm/mul_2"; +"2424 yolo_v4/sync_batch_normalization_88/batchnorm/mul_2" -> "2427 yolo_v4/sync_batch_normalization_88/batchnorm/sub"; +"2425 yolo_v4/sync_batch_normalization_88/batchnorm/ReadVariableOp_2/resource" -> "2426 yolo_v4/sync_batch_normalization_88/batchnorm/ReadVariableOp_2"; +"2426 yolo_v4/sync_batch_normalization_88/batchnorm/ReadVariableOp_2" -> "2427 yolo_v4/sync_batch_normalization_88/batchnorm/sub"; +"2427 yolo_v4/sync_batch_normalization_88/batchnorm/sub" -> "2428 yolo_v4/sync_batch_normalization_88/batchnorm/add_1"; +"2428 yolo_v4/sync_batch_normalization_88/batchnorm/add_1" -> "2429 yolo_v4/leaky_re_lu_16/LeakyRelu"; +"2429 yolo_v4/leaky_re_lu_16/LeakyRelu" -> "2437 yolo_v4/conv2d_89/Conv2D"; +"2430 yolo_v4/conv2d_89/Sigmoid/ReadVariableOp/resource" -> "2431 yolo_v4/conv2d_89/Sigmoid/ReadVariableOp"; +"2431 yolo_v4/conv2d_89/Sigmoid/ReadVariableOp" -> "2432 yolo_v4/conv2d_89/Sigmoid"; +"2432 yolo_v4/conv2d_89/Sigmoid" -> "2433 yolo_v4/conv2d_89/Round"; +"2433 yolo_v4/conv2d_89/Round" -> "2436 yolo_v4/conv2d_89/mul"; +"2434 yolo_v4/conv2d_89/ReadVariableOp/resource" -> "2435 yolo_v4/conv2d_89/ReadVariableOp"; +"2435 yolo_v4/conv2d_89/ReadVariableOp" -> "2436 yolo_v4/conv2d_89/mul"; +"2436 yolo_v4/conv2d_89/mul" -> "2437 yolo_v4/conv2d_89/Conv2D"; +"2437 yolo_v4/conv2d_89/Conv2D" -> "2446 yolo_v4/sync_batch_normalization_89/batchnorm/mul_1"; +"2438 yolo_v4/sync_batch_normalization_89/batchnorm/ReadVariableOp/resource" -> "2439 yolo_v4/sync_batch_normalization_89/batchnorm/ReadVariableOp"; +"2439 yolo_v4/sync_batch_normalization_89/batchnorm/ReadVariableOp" -> "2441 yolo_v4/sync_batch_normalization_89/batchnorm/add"; +"2440 yolo_v4/sync_batch_normalization_89/batchnorm/add/y" -> "2441 yolo_v4/sync_batch_normalization_89/batchnorm/add"; +"2441 yolo_v4/sync_batch_normalization_89/batchnorm/add" -> "2442 yolo_v4/sync_batch_normalization_89/batchnorm/Rsqrt"; +"2442 yolo_v4/sync_batch_normalization_89/batchnorm/Rsqrt" -> "2445 yolo_v4/sync_batch_normalization_89/batchnorm/mul"; +"2443 yolo_v4/sync_batch_normalization_89/batchnorm/mul/ReadVariableOp/resource" -> "2444 yolo_v4/sync_batch_normalization_89/batchnorm/mul/ReadVariableOp"; +"2444 yolo_v4/sync_batch_normalization_89/batchnorm/mul/ReadVariableOp" -> "2445 yolo_v4/sync_batch_normalization_89/batchnorm/mul"; +"2445 yolo_v4/sync_batch_normalization_89/batchnorm/mul" -> "2446 yolo_v4/sync_batch_normalization_89/batchnorm/mul_1"; +"2445 yolo_v4/sync_batch_normalization_89/batchnorm/mul" -> "2449 yolo_v4/sync_batch_normalization_89/batchnorm/mul_2"; +"2446 yolo_v4/sync_batch_normalization_89/batchnorm/mul_1" -> "2453 yolo_v4/sync_batch_normalization_89/batchnorm/add_1"; +"2447 yolo_v4/sync_batch_normalization_89/batchnorm/ReadVariableOp_1/resource" -> "2448 yolo_v4/sync_batch_normalization_89/batchnorm/ReadVariableOp_1"; +"2448 yolo_v4/sync_batch_normalization_89/batchnorm/ReadVariableOp_1" -> "2449 yolo_v4/sync_batch_normalization_89/batchnorm/mul_2"; +"2449 yolo_v4/sync_batch_normalization_89/batchnorm/mul_2" -> "2452 yolo_v4/sync_batch_normalization_89/batchnorm/sub"; +"2450 yolo_v4/sync_batch_normalization_89/batchnorm/ReadVariableOp_2/resource" -> "2451 yolo_v4/sync_batch_normalization_89/batchnorm/ReadVariableOp_2"; +"2451 yolo_v4/sync_batch_normalization_89/batchnorm/ReadVariableOp_2" -> "2452 yolo_v4/sync_batch_normalization_89/batchnorm/sub"; +"2452 yolo_v4/sync_batch_normalization_89/batchnorm/sub" -> "2453 yolo_v4/sync_batch_normalization_89/batchnorm/add_1"; +"2453 yolo_v4/sync_batch_normalization_89/batchnorm/add_1" -> "2454 yolo_v4/leaky_re_lu_17/LeakyRelu"; +"2454 yolo_v4/leaky_re_lu_17/LeakyRelu" -> "2462 yolo_v4/conv2d_90/Conv2D"; +"2455 yolo_v4/conv2d_90/Sigmoid/ReadVariableOp/resource" -> "2456 yolo_v4/conv2d_90/Sigmoid/ReadVariableOp"; +"2456 yolo_v4/conv2d_90/Sigmoid/ReadVariableOp" -> "2457 yolo_v4/conv2d_90/Sigmoid"; +"2457 yolo_v4/conv2d_90/Sigmoid" -> "2458 yolo_v4/conv2d_90/Round"; +"2458 yolo_v4/conv2d_90/Round" -> "2461 yolo_v4/conv2d_90/mul"; +"2459 yolo_v4/conv2d_90/ReadVariableOp/resource" -> "2460 yolo_v4/conv2d_90/ReadVariableOp"; +"2460 yolo_v4/conv2d_90/ReadVariableOp" -> "2461 yolo_v4/conv2d_90/mul"; +"2461 yolo_v4/conv2d_90/mul" -> "2462 yolo_v4/conv2d_90/Conv2D"; +"2462 yolo_v4/conv2d_90/Conv2D" -> "2471 yolo_v4/sync_batch_normalization_90/batchnorm/mul_1"; +"2463 yolo_v4/sync_batch_normalization_90/batchnorm/ReadVariableOp/resource" -> "2464 yolo_v4/sync_batch_normalization_90/batchnorm/ReadVariableOp"; +"2464 yolo_v4/sync_batch_normalization_90/batchnorm/ReadVariableOp" -> "2466 yolo_v4/sync_batch_normalization_90/batchnorm/add"; +"2465 yolo_v4/sync_batch_normalization_90/batchnorm/add/y" -> "2466 yolo_v4/sync_batch_normalization_90/batchnorm/add"; +"2466 yolo_v4/sync_batch_normalization_90/batchnorm/add" -> "2467 yolo_v4/sync_batch_normalization_90/batchnorm/Rsqrt"; +"2467 yolo_v4/sync_batch_normalization_90/batchnorm/Rsqrt" -> "2470 yolo_v4/sync_batch_normalization_90/batchnorm/mul"; +"2468 yolo_v4/sync_batch_normalization_90/batchnorm/mul/ReadVariableOp/resource" -> "2469 yolo_v4/sync_batch_normalization_90/batchnorm/mul/ReadVariableOp"; +"2469 yolo_v4/sync_batch_normalization_90/batchnorm/mul/ReadVariableOp" -> "2470 yolo_v4/sync_batch_normalization_90/batchnorm/mul"; +"2470 yolo_v4/sync_batch_normalization_90/batchnorm/mul" -> "2471 yolo_v4/sync_batch_normalization_90/batchnorm/mul_1"; +"2470 yolo_v4/sync_batch_normalization_90/batchnorm/mul" -> "2474 yolo_v4/sync_batch_normalization_90/batchnorm/mul_2"; +"2471 yolo_v4/sync_batch_normalization_90/batchnorm/mul_1" -> "2478 yolo_v4/sync_batch_normalization_90/batchnorm/add_1"; +"2472 yolo_v4/sync_batch_normalization_90/batchnorm/ReadVariableOp_1/resource" -> "2473 yolo_v4/sync_batch_normalization_90/batchnorm/ReadVariableOp_1"; +"2473 yolo_v4/sync_batch_normalization_90/batchnorm/ReadVariableOp_1" -> "2474 yolo_v4/sync_batch_normalization_90/batchnorm/mul_2"; +"2474 yolo_v4/sync_batch_normalization_90/batchnorm/mul_2" -> "2477 yolo_v4/sync_batch_normalization_90/batchnorm/sub"; +"2475 yolo_v4/sync_batch_normalization_90/batchnorm/ReadVariableOp_2/resource" -> "2476 yolo_v4/sync_batch_normalization_90/batchnorm/ReadVariableOp_2"; +"2476 yolo_v4/sync_batch_normalization_90/batchnorm/ReadVariableOp_2" -> "2477 yolo_v4/sync_batch_normalization_90/batchnorm/sub"; +"2477 yolo_v4/sync_batch_normalization_90/batchnorm/sub" -> "2478 yolo_v4/sync_batch_normalization_90/batchnorm/add_1"; +"2478 yolo_v4/sync_batch_normalization_90/batchnorm/add_1" -> "2479 yolo_v4/leaky_re_lu_18/LeakyRelu"; +"2479 yolo_v4/leaky_re_lu_18/LeakyRelu" -> "2487 yolo_v4/conv2d_91/Conv2D"; +"2480 yolo_v4/conv2d_91/Sigmoid/ReadVariableOp/resource" -> "2481 yolo_v4/conv2d_91/Sigmoid/ReadVariableOp"; +"2481 yolo_v4/conv2d_91/Sigmoid/ReadVariableOp" -> "2482 yolo_v4/conv2d_91/Sigmoid"; +"2482 yolo_v4/conv2d_91/Sigmoid" -> "2483 yolo_v4/conv2d_91/Round"; +"2483 yolo_v4/conv2d_91/Round" -> "2486 yolo_v4/conv2d_91/mul"; +"2484 yolo_v4/conv2d_91/ReadVariableOp/resource" -> "2485 yolo_v4/conv2d_91/ReadVariableOp"; +"2485 yolo_v4/conv2d_91/ReadVariableOp" -> "2486 yolo_v4/conv2d_91/mul"; +"2486 yolo_v4/conv2d_91/mul" -> "2487 yolo_v4/conv2d_91/Conv2D"; +"2487 yolo_v4/conv2d_91/Conv2D" -> "2496 yolo_v4/sync_batch_normalization_91/batchnorm/mul_1"; +"2488 yolo_v4/sync_batch_normalization_91/batchnorm/ReadVariableOp/resource" -> "2489 yolo_v4/sync_batch_normalization_91/batchnorm/ReadVariableOp"; +"2489 yolo_v4/sync_batch_normalization_91/batchnorm/ReadVariableOp" -> "2491 yolo_v4/sync_batch_normalization_91/batchnorm/add"; +"2490 yolo_v4/sync_batch_normalization_91/batchnorm/add/y" -> "2491 yolo_v4/sync_batch_normalization_91/batchnorm/add"; +"2491 yolo_v4/sync_batch_normalization_91/batchnorm/add" -> "2492 yolo_v4/sync_batch_normalization_91/batchnorm/Rsqrt"; +"2492 yolo_v4/sync_batch_normalization_91/batchnorm/Rsqrt" -> "2495 yolo_v4/sync_batch_normalization_91/batchnorm/mul"; +"2493 yolo_v4/sync_batch_normalization_91/batchnorm/mul/ReadVariableOp/resource" -> "2494 yolo_v4/sync_batch_normalization_91/batchnorm/mul/ReadVariableOp"; +"2494 yolo_v4/sync_batch_normalization_91/batchnorm/mul/ReadVariableOp" -> "2495 yolo_v4/sync_batch_normalization_91/batchnorm/mul"; +"2495 yolo_v4/sync_batch_normalization_91/batchnorm/mul" -> "2496 yolo_v4/sync_batch_normalization_91/batchnorm/mul_1"; +"2495 yolo_v4/sync_batch_normalization_91/batchnorm/mul" -> "2499 yolo_v4/sync_batch_normalization_91/batchnorm/mul_2"; +"2496 yolo_v4/sync_batch_normalization_91/batchnorm/mul_1" -> "2503 yolo_v4/sync_batch_normalization_91/batchnorm/add_1"; +"2497 yolo_v4/sync_batch_normalization_91/batchnorm/ReadVariableOp_1/resource" -> "2498 yolo_v4/sync_batch_normalization_91/batchnorm/ReadVariableOp_1"; +"2498 yolo_v4/sync_batch_normalization_91/batchnorm/ReadVariableOp_1" -> "2499 yolo_v4/sync_batch_normalization_91/batchnorm/mul_2"; +"2499 yolo_v4/sync_batch_normalization_91/batchnorm/mul_2" -> "2502 yolo_v4/sync_batch_normalization_91/batchnorm/sub"; +"2500 yolo_v4/sync_batch_normalization_91/batchnorm/ReadVariableOp_2/resource" -> "2501 yolo_v4/sync_batch_normalization_91/batchnorm/ReadVariableOp_2"; +"2501 yolo_v4/sync_batch_normalization_91/batchnorm/ReadVariableOp_2" -> "2502 yolo_v4/sync_batch_normalization_91/batchnorm/sub"; +"2502 yolo_v4/sync_batch_normalization_91/batchnorm/sub" -> "2503 yolo_v4/sync_batch_normalization_91/batchnorm/add_1"; +"2503 yolo_v4/sync_batch_normalization_91/batchnorm/add_1" -> "2504 yolo_v4/leaky_re_lu_19/LeakyRelu"; +"2504 yolo_v4/leaky_re_lu_19/LeakyRelu" -> "2506 yolo_v4/zero_padding2d_5/Pad"; +"2504 yolo_v4/leaky_re_lu_19/LeakyRelu" -> "2820 yolo_v4/conv2d_92/Conv2D"; +"2505 yolo_v4/zero_padding2d_5/Pad/paddings" -> "2506 yolo_v4/zero_padding2d_5/Pad"; +"2506 yolo_v4/zero_padding2d_5/Pad" -> "2514 yolo_v4/conv2d_93/Conv2D"; +"2507 yolo_v4/conv2d_93/Sigmoid/ReadVariableOp/resource" -> "2508 yolo_v4/conv2d_93/Sigmoid/ReadVariableOp"; +"2508 yolo_v4/conv2d_93/Sigmoid/ReadVariableOp" -> "2509 yolo_v4/conv2d_93/Sigmoid"; +"2509 yolo_v4/conv2d_93/Sigmoid" -> "2510 yolo_v4/conv2d_93/Round"; +"2510 yolo_v4/conv2d_93/Round" -> "2513 yolo_v4/conv2d_93/mul"; +"2511 yolo_v4/conv2d_93/ReadVariableOp/resource" -> "2512 yolo_v4/conv2d_93/ReadVariableOp"; +"2512 yolo_v4/conv2d_93/ReadVariableOp" -> "2513 yolo_v4/conv2d_93/mul"; +"2513 yolo_v4/conv2d_93/mul" -> "2514 yolo_v4/conv2d_93/Conv2D"; +"2514 yolo_v4/conv2d_93/Conv2D" -> "2523 yolo_v4/sync_batch_normalization_93/batchnorm/mul_1"; +"2515 yolo_v4/sync_batch_normalization_93/batchnorm/ReadVariableOp/resource" -> "2516 yolo_v4/sync_batch_normalization_93/batchnorm/ReadVariableOp"; +"2516 yolo_v4/sync_batch_normalization_93/batchnorm/ReadVariableOp" -> "2518 yolo_v4/sync_batch_normalization_93/batchnorm/add"; +"2517 yolo_v4/sync_batch_normalization_93/batchnorm/add/y" -> "2518 yolo_v4/sync_batch_normalization_93/batchnorm/add"; +"2518 yolo_v4/sync_batch_normalization_93/batchnorm/add" -> "2519 yolo_v4/sync_batch_normalization_93/batchnorm/Rsqrt"; +"2519 yolo_v4/sync_batch_normalization_93/batchnorm/Rsqrt" -> "2522 yolo_v4/sync_batch_normalization_93/batchnorm/mul"; +"2520 yolo_v4/sync_batch_normalization_93/batchnorm/mul/ReadVariableOp/resource" -> "2521 yolo_v4/sync_batch_normalization_93/batchnorm/mul/ReadVariableOp"; +"2521 yolo_v4/sync_batch_normalization_93/batchnorm/mul/ReadVariableOp" -> "2522 yolo_v4/sync_batch_normalization_93/batchnorm/mul"; +"2522 yolo_v4/sync_batch_normalization_93/batchnorm/mul" -> "2523 yolo_v4/sync_batch_normalization_93/batchnorm/mul_1"; +"2522 yolo_v4/sync_batch_normalization_93/batchnorm/mul" -> "2526 yolo_v4/sync_batch_normalization_93/batchnorm/mul_2"; +"2523 yolo_v4/sync_batch_normalization_93/batchnorm/mul_1" -> "2530 yolo_v4/sync_batch_normalization_93/batchnorm/add_1"; +"2524 yolo_v4/sync_batch_normalization_93/batchnorm/ReadVariableOp_1/resource" -> "2525 yolo_v4/sync_batch_normalization_93/batchnorm/ReadVariableOp_1"; +"2525 yolo_v4/sync_batch_normalization_93/batchnorm/ReadVariableOp_1" -> "2526 yolo_v4/sync_batch_normalization_93/batchnorm/mul_2"; +"2526 yolo_v4/sync_batch_normalization_93/batchnorm/mul_2" -> "2529 yolo_v4/sync_batch_normalization_93/batchnorm/sub"; +"2527 yolo_v4/sync_batch_normalization_93/batchnorm/ReadVariableOp_2/resource" -> "2528 yolo_v4/sync_batch_normalization_93/batchnorm/ReadVariableOp_2"; +"2528 yolo_v4/sync_batch_normalization_93/batchnorm/ReadVariableOp_2" -> "2529 yolo_v4/sync_batch_normalization_93/batchnorm/sub"; +"2529 yolo_v4/sync_batch_normalization_93/batchnorm/sub" -> "2530 yolo_v4/sync_batch_normalization_93/batchnorm/add_1"; +"2530 yolo_v4/sync_batch_normalization_93/batchnorm/add_1" -> "2531 yolo_v4/leaky_re_lu_21/LeakyRelu"; +"2531 yolo_v4/leaky_re_lu_21/LeakyRelu" -> "2533 yolo_v4/concatenate_8/concat"; +"2532 yolo_v4/concatenate_8/concat/axis" -> "2533 yolo_v4/concatenate_8/concat"; +"2533 yolo_v4/concatenate_8/concat" -> "2541 yolo_v4/conv2d_94/Conv2D"; +"2534 yolo_v4/conv2d_94/Sigmoid/ReadVariableOp/resource" -> "2535 yolo_v4/conv2d_94/Sigmoid/ReadVariableOp"; +"2535 yolo_v4/conv2d_94/Sigmoid/ReadVariableOp" -> "2536 yolo_v4/conv2d_94/Sigmoid"; +"2536 yolo_v4/conv2d_94/Sigmoid" -> "2537 yolo_v4/conv2d_94/Round"; +"2537 yolo_v4/conv2d_94/Round" -> "2540 yolo_v4/conv2d_94/mul"; +"2538 yolo_v4/conv2d_94/ReadVariableOp/resource" -> "2539 yolo_v4/conv2d_94/ReadVariableOp"; +"2539 yolo_v4/conv2d_94/ReadVariableOp" -> "2540 yolo_v4/conv2d_94/mul"; +"2540 yolo_v4/conv2d_94/mul" -> "2541 yolo_v4/conv2d_94/Conv2D"; +"2541 yolo_v4/conv2d_94/Conv2D" -> "2550 yolo_v4/sync_batch_normalization_94/batchnorm/mul_1"; +"2542 yolo_v4/sync_batch_normalization_94/batchnorm/ReadVariableOp/resource" -> "2543 yolo_v4/sync_batch_normalization_94/batchnorm/ReadVariableOp"; +"2543 yolo_v4/sync_batch_normalization_94/batchnorm/ReadVariableOp" -> "2545 yolo_v4/sync_batch_normalization_94/batchnorm/add"; +"2544 yolo_v4/sync_batch_normalization_94/batchnorm/add/y" -> "2545 yolo_v4/sync_batch_normalization_94/batchnorm/add"; +"2545 yolo_v4/sync_batch_normalization_94/batchnorm/add" -> "2546 yolo_v4/sync_batch_normalization_94/batchnorm/Rsqrt"; +"2546 yolo_v4/sync_batch_normalization_94/batchnorm/Rsqrt" -> "2549 yolo_v4/sync_batch_normalization_94/batchnorm/mul"; +"2547 yolo_v4/sync_batch_normalization_94/batchnorm/mul/ReadVariableOp/resource" -> "2548 yolo_v4/sync_batch_normalization_94/batchnorm/mul/ReadVariableOp"; +"2548 yolo_v4/sync_batch_normalization_94/batchnorm/mul/ReadVariableOp" -> "2549 yolo_v4/sync_batch_normalization_94/batchnorm/mul"; +"2549 yolo_v4/sync_batch_normalization_94/batchnorm/mul" -> "2550 yolo_v4/sync_batch_normalization_94/batchnorm/mul_1"; +"2549 yolo_v4/sync_batch_normalization_94/batchnorm/mul" -> "2553 yolo_v4/sync_batch_normalization_94/batchnorm/mul_2"; +"2550 yolo_v4/sync_batch_normalization_94/batchnorm/mul_1" -> "2557 yolo_v4/sync_batch_normalization_94/batchnorm/add_1"; +"2551 yolo_v4/sync_batch_normalization_94/batchnorm/ReadVariableOp_1/resource" -> "2552 yolo_v4/sync_batch_normalization_94/batchnorm/ReadVariableOp_1"; +"2552 yolo_v4/sync_batch_normalization_94/batchnorm/ReadVariableOp_1" -> "2553 yolo_v4/sync_batch_normalization_94/batchnorm/mul_2"; +"2553 yolo_v4/sync_batch_normalization_94/batchnorm/mul_2" -> "2556 yolo_v4/sync_batch_normalization_94/batchnorm/sub"; +"2554 yolo_v4/sync_batch_normalization_94/batchnorm/ReadVariableOp_2/resource" -> "2555 yolo_v4/sync_batch_normalization_94/batchnorm/ReadVariableOp_2"; +"2555 yolo_v4/sync_batch_normalization_94/batchnorm/ReadVariableOp_2" -> "2556 yolo_v4/sync_batch_normalization_94/batchnorm/sub"; +"2556 yolo_v4/sync_batch_normalization_94/batchnorm/sub" -> "2557 yolo_v4/sync_batch_normalization_94/batchnorm/add_1"; +"2557 yolo_v4/sync_batch_normalization_94/batchnorm/add_1" -> "2558 yolo_v4/leaky_re_lu_22/LeakyRelu"; +"2558 yolo_v4/leaky_re_lu_22/LeakyRelu" -> "2566 yolo_v4/conv2d_95/Conv2D"; +"2559 yolo_v4/conv2d_95/Sigmoid/ReadVariableOp/resource" -> "2560 yolo_v4/conv2d_95/Sigmoid/ReadVariableOp"; +"2560 yolo_v4/conv2d_95/Sigmoid/ReadVariableOp" -> "2561 yolo_v4/conv2d_95/Sigmoid"; +"2561 yolo_v4/conv2d_95/Sigmoid" -> "2562 yolo_v4/conv2d_95/Round"; +"2562 yolo_v4/conv2d_95/Round" -> "2565 yolo_v4/conv2d_95/mul"; +"2563 yolo_v4/conv2d_95/ReadVariableOp/resource" -> "2564 yolo_v4/conv2d_95/ReadVariableOp"; +"2564 yolo_v4/conv2d_95/ReadVariableOp" -> "2565 yolo_v4/conv2d_95/mul"; +"2565 yolo_v4/conv2d_95/mul" -> "2566 yolo_v4/conv2d_95/Conv2D"; +"2566 yolo_v4/conv2d_95/Conv2D" -> "2575 yolo_v4/sync_batch_normalization_95/batchnorm/mul_1"; +"2567 yolo_v4/sync_batch_normalization_95/batchnorm/ReadVariableOp/resource" -> "2568 yolo_v4/sync_batch_normalization_95/batchnorm/ReadVariableOp"; +"2568 yolo_v4/sync_batch_normalization_95/batchnorm/ReadVariableOp" -> "2570 yolo_v4/sync_batch_normalization_95/batchnorm/add"; +"2569 yolo_v4/sync_batch_normalization_95/batchnorm/add/y" -> "2570 yolo_v4/sync_batch_normalization_95/batchnorm/add"; +"2570 yolo_v4/sync_batch_normalization_95/batchnorm/add" -> "2571 yolo_v4/sync_batch_normalization_95/batchnorm/Rsqrt"; +"2571 yolo_v4/sync_batch_normalization_95/batchnorm/Rsqrt" -> "2574 yolo_v4/sync_batch_normalization_95/batchnorm/mul"; +"2572 yolo_v4/sync_batch_normalization_95/batchnorm/mul/ReadVariableOp/resource" -> "2573 yolo_v4/sync_batch_normalization_95/batchnorm/mul/ReadVariableOp"; +"2573 yolo_v4/sync_batch_normalization_95/batchnorm/mul/ReadVariableOp" -> "2574 yolo_v4/sync_batch_normalization_95/batchnorm/mul"; +"2574 yolo_v4/sync_batch_normalization_95/batchnorm/mul" -> "2575 yolo_v4/sync_batch_normalization_95/batchnorm/mul_1"; +"2574 yolo_v4/sync_batch_normalization_95/batchnorm/mul" -> "2578 yolo_v4/sync_batch_normalization_95/batchnorm/mul_2"; +"2575 yolo_v4/sync_batch_normalization_95/batchnorm/mul_1" -> "2582 yolo_v4/sync_batch_normalization_95/batchnorm/add_1"; +"2576 yolo_v4/sync_batch_normalization_95/batchnorm/ReadVariableOp_1/resource" -> "2577 yolo_v4/sync_batch_normalization_95/batchnorm/ReadVariableOp_1"; +"2577 yolo_v4/sync_batch_normalization_95/batchnorm/ReadVariableOp_1" -> "2578 yolo_v4/sync_batch_normalization_95/batchnorm/mul_2"; +"2578 yolo_v4/sync_batch_normalization_95/batchnorm/mul_2" -> "2581 yolo_v4/sync_batch_normalization_95/batchnorm/sub"; +"2579 yolo_v4/sync_batch_normalization_95/batchnorm/ReadVariableOp_2/resource" -> "2580 yolo_v4/sync_batch_normalization_95/batchnorm/ReadVariableOp_2"; +"2580 yolo_v4/sync_batch_normalization_95/batchnorm/ReadVariableOp_2" -> "2581 yolo_v4/sync_batch_normalization_95/batchnorm/sub"; +"2581 yolo_v4/sync_batch_normalization_95/batchnorm/sub" -> "2582 yolo_v4/sync_batch_normalization_95/batchnorm/add_1"; +"2582 yolo_v4/sync_batch_normalization_95/batchnorm/add_1" -> "2583 yolo_v4/leaky_re_lu_23/LeakyRelu"; +"2583 yolo_v4/leaky_re_lu_23/LeakyRelu" -> "2591 yolo_v4/conv2d_96/Conv2D"; +"2584 yolo_v4/conv2d_96/Sigmoid/ReadVariableOp/resource" -> "2585 yolo_v4/conv2d_96/Sigmoid/ReadVariableOp"; +"2585 yolo_v4/conv2d_96/Sigmoid/ReadVariableOp" -> "2586 yolo_v4/conv2d_96/Sigmoid"; +"2586 yolo_v4/conv2d_96/Sigmoid" -> "2587 yolo_v4/conv2d_96/Round"; +"2587 yolo_v4/conv2d_96/Round" -> "2590 yolo_v4/conv2d_96/mul"; +"2588 yolo_v4/conv2d_96/ReadVariableOp/resource" -> "2589 yolo_v4/conv2d_96/ReadVariableOp"; +"2589 yolo_v4/conv2d_96/ReadVariableOp" -> "2590 yolo_v4/conv2d_96/mul"; +"2590 yolo_v4/conv2d_96/mul" -> "2591 yolo_v4/conv2d_96/Conv2D"; +"2591 yolo_v4/conv2d_96/Conv2D" -> "2600 yolo_v4/sync_batch_normalization_96/batchnorm/mul_1"; +"2592 yolo_v4/sync_batch_normalization_96/batchnorm/ReadVariableOp/resource" -> "2593 yolo_v4/sync_batch_normalization_96/batchnorm/ReadVariableOp"; +"2593 yolo_v4/sync_batch_normalization_96/batchnorm/ReadVariableOp" -> "2595 yolo_v4/sync_batch_normalization_96/batchnorm/add"; +"2594 yolo_v4/sync_batch_normalization_96/batchnorm/add/y" -> "2595 yolo_v4/sync_batch_normalization_96/batchnorm/add"; +"2595 yolo_v4/sync_batch_normalization_96/batchnorm/add" -> "2596 yolo_v4/sync_batch_normalization_96/batchnorm/Rsqrt"; +"2596 yolo_v4/sync_batch_normalization_96/batchnorm/Rsqrt" -> "2599 yolo_v4/sync_batch_normalization_96/batchnorm/mul"; +"2597 yolo_v4/sync_batch_normalization_96/batchnorm/mul/ReadVariableOp/resource" -> "2598 yolo_v4/sync_batch_normalization_96/batchnorm/mul/ReadVariableOp"; +"2598 yolo_v4/sync_batch_normalization_96/batchnorm/mul/ReadVariableOp" -> "2599 yolo_v4/sync_batch_normalization_96/batchnorm/mul"; +"2599 yolo_v4/sync_batch_normalization_96/batchnorm/mul" -> "2600 yolo_v4/sync_batch_normalization_96/batchnorm/mul_1"; +"2599 yolo_v4/sync_batch_normalization_96/batchnorm/mul" -> "2603 yolo_v4/sync_batch_normalization_96/batchnorm/mul_2"; +"2600 yolo_v4/sync_batch_normalization_96/batchnorm/mul_1" -> "2607 yolo_v4/sync_batch_normalization_96/batchnorm/add_1"; +"2601 yolo_v4/sync_batch_normalization_96/batchnorm/ReadVariableOp_1/resource" -> "2602 yolo_v4/sync_batch_normalization_96/batchnorm/ReadVariableOp_1"; +"2602 yolo_v4/sync_batch_normalization_96/batchnorm/ReadVariableOp_1" -> "2603 yolo_v4/sync_batch_normalization_96/batchnorm/mul_2"; +"2603 yolo_v4/sync_batch_normalization_96/batchnorm/mul_2" -> "2606 yolo_v4/sync_batch_normalization_96/batchnorm/sub"; +"2604 yolo_v4/sync_batch_normalization_96/batchnorm/ReadVariableOp_2/resource" -> "2605 yolo_v4/sync_batch_normalization_96/batchnorm/ReadVariableOp_2"; +"2605 yolo_v4/sync_batch_normalization_96/batchnorm/ReadVariableOp_2" -> "2606 yolo_v4/sync_batch_normalization_96/batchnorm/sub"; +"2606 yolo_v4/sync_batch_normalization_96/batchnorm/sub" -> "2607 yolo_v4/sync_batch_normalization_96/batchnorm/add_1"; +"2607 yolo_v4/sync_batch_normalization_96/batchnorm/add_1" -> "2608 yolo_v4/leaky_re_lu_24/LeakyRelu"; +"2608 yolo_v4/leaky_re_lu_24/LeakyRelu" -> "2616 yolo_v4/conv2d_97/Conv2D"; +"2609 yolo_v4/conv2d_97/Sigmoid/ReadVariableOp/resource" -> "2610 yolo_v4/conv2d_97/Sigmoid/ReadVariableOp"; +"2610 yolo_v4/conv2d_97/Sigmoid/ReadVariableOp" -> "2611 yolo_v4/conv2d_97/Sigmoid"; +"2611 yolo_v4/conv2d_97/Sigmoid" -> "2612 yolo_v4/conv2d_97/Round"; +"2612 yolo_v4/conv2d_97/Round" -> "2615 yolo_v4/conv2d_97/mul"; +"2613 yolo_v4/conv2d_97/ReadVariableOp/resource" -> "2614 yolo_v4/conv2d_97/ReadVariableOp"; +"2614 yolo_v4/conv2d_97/ReadVariableOp" -> "2615 yolo_v4/conv2d_97/mul"; +"2615 yolo_v4/conv2d_97/mul" -> "2616 yolo_v4/conv2d_97/Conv2D"; +"2616 yolo_v4/conv2d_97/Conv2D" -> "2625 yolo_v4/sync_batch_normalization_97/batchnorm/mul_1"; +"2617 yolo_v4/sync_batch_normalization_97/batchnorm/ReadVariableOp/resource" -> "2618 yolo_v4/sync_batch_normalization_97/batchnorm/ReadVariableOp"; +"2618 yolo_v4/sync_batch_normalization_97/batchnorm/ReadVariableOp" -> "2620 yolo_v4/sync_batch_normalization_97/batchnorm/add"; +"2619 yolo_v4/sync_batch_normalization_97/batchnorm/add/y" -> "2620 yolo_v4/sync_batch_normalization_97/batchnorm/add"; +"2620 yolo_v4/sync_batch_normalization_97/batchnorm/add" -> "2621 yolo_v4/sync_batch_normalization_97/batchnorm/Rsqrt"; +"2621 yolo_v4/sync_batch_normalization_97/batchnorm/Rsqrt" -> "2624 yolo_v4/sync_batch_normalization_97/batchnorm/mul"; +"2622 yolo_v4/sync_batch_normalization_97/batchnorm/mul/ReadVariableOp/resource" -> "2623 yolo_v4/sync_batch_normalization_97/batchnorm/mul/ReadVariableOp"; +"2623 yolo_v4/sync_batch_normalization_97/batchnorm/mul/ReadVariableOp" -> "2624 yolo_v4/sync_batch_normalization_97/batchnorm/mul"; +"2624 yolo_v4/sync_batch_normalization_97/batchnorm/mul" -> "2625 yolo_v4/sync_batch_normalization_97/batchnorm/mul_1"; +"2624 yolo_v4/sync_batch_normalization_97/batchnorm/mul" -> "2628 yolo_v4/sync_batch_normalization_97/batchnorm/mul_2"; +"2625 yolo_v4/sync_batch_normalization_97/batchnorm/mul_1" -> "2632 yolo_v4/sync_batch_normalization_97/batchnorm/add_1"; +"2626 yolo_v4/sync_batch_normalization_97/batchnorm/ReadVariableOp_1/resource" -> "2627 yolo_v4/sync_batch_normalization_97/batchnorm/ReadVariableOp_1"; +"2627 yolo_v4/sync_batch_normalization_97/batchnorm/ReadVariableOp_1" -> "2628 yolo_v4/sync_batch_normalization_97/batchnorm/mul_2"; +"2628 yolo_v4/sync_batch_normalization_97/batchnorm/mul_2" -> "2631 yolo_v4/sync_batch_normalization_97/batchnorm/sub"; +"2629 yolo_v4/sync_batch_normalization_97/batchnorm/ReadVariableOp_2/resource" -> "2630 yolo_v4/sync_batch_normalization_97/batchnorm/ReadVariableOp_2"; +"2630 yolo_v4/sync_batch_normalization_97/batchnorm/ReadVariableOp_2" -> "2631 yolo_v4/sync_batch_normalization_97/batchnorm/sub"; +"2631 yolo_v4/sync_batch_normalization_97/batchnorm/sub" -> "2632 yolo_v4/sync_batch_normalization_97/batchnorm/add_1"; +"2632 yolo_v4/sync_batch_normalization_97/batchnorm/add_1" -> "2633 yolo_v4/leaky_re_lu_25/LeakyRelu"; +"2633 yolo_v4/leaky_re_lu_25/LeakyRelu" -> "2641 yolo_v4/conv2d_98/Conv2D"; +"2634 yolo_v4/conv2d_98/Sigmoid/ReadVariableOp/resource" -> "2635 yolo_v4/conv2d_98/Sigmoid/ReadVariableOp"; +"2635 yolo_v4/conv2d_98/Sigmoid/ReadVariableOp" -> "2636 yolo_v4/conv2d_98/Sigmoid"; +"2636 yolo_v4/conv2d_98/Sigmoid" -> "2637 yolo_v4/conv2d_98/Round"; +"2637 yolo_v4/conv2d_98/Round" -> "2640 yolo_v4/conv2d_98/mul"; +"2638 yolo_v4/conv2d_98/ReadVariableOp/resource" -> "2639 yolo_v4/conv2d_98/ReadVariableOp"; +"2639 yolo_v4/conv2d_98/ReadVariableOp" -> "2640 yolo_v4/conv2d_98/mul"; +"2640 yolo_v4/conv2d_98/mul" -> "2641 yolo_v4/conv2d_98/Conv2D"; +"2641 yolo_v4/conv2d_98/Conv2D" -> "2650 yolo_v4/sync_batch_normalization_98/batchnorm/mul_1"; +"2642 yolo_v4/sync_batch_normalization_98/batchnorm/ReadVariableOp/resource" -> "2643 yolo_v4/sync_batch_normalization_98/batchnorm/ReadVariableOp"; +"2643 yolo_v4/sync_batch_normalization_98/batchnorm/ReadVariableOp" -> "2645 yolo_v4/sync_batch_normalization_98/batchnorm/add"; +"2644 yolo_v4/sync_batch_normalization_98/batchnorm/add/y" -> "2645 yolo_v4/sync_batch_normalization_98/batchnorm/add"; +"2645 yolo_v4/sync_batch_normalization_98/batchnorm/add" -> "2646 yolo_v4/sync_batch_normalization_98/batchnorm/Rsqrt"; +"2646 yolo_v4/sync_batch_normalization_98/batchnorm/Rsqrt" -> "2649 yolo_v4/sync_batch_normalization_98/batchnorm/mul"; +"2647 yolo_v4/sync_batch_normalization_98/batchnorm/mul/ReadVariableOp/resource" -> "2648 yolo_v4/sync_batch_normalization_98/batchnorm/mul/ReadVariableOp"; +"2648 yolo_v4/sync_batch_normalization_98/batchnorm/mul/ReadVariableOp" -> "2649 yolo_v4/sync_batch_normalization_98/batchnorm/mul"; +"2649 yolo_v4/sync_batch_normalization_98/batchnorm/mul" -> "2650 yolo_v4/sync_batch_normalization_98/batchnorm/mul_1"; +"2649 yolo_v4/sync_batch_normalization_98/batchnorm/mul" -> "2653 yolo_v4/sync_batch_normalization_98/batchnorm/mul_2"; +"2650 yolo_v4/sync_batch_normalization_98/batchnorm/mul_1" -> "2657 yolo_v4/sync_batch_normalization_98/batchnorm/add_1"; +"2651 yolo_v4/sync_batch_normalization_98/batchnorm/ReadVariableOp_1/resource" -> "2652 yolo_v4/sync_batch_normalization_98/batchnorm/ReadVariableOp_1"; +"2652 yolo_v4/sync_batch_normalization_98/batchnorm/ReadVariableOp_1" -> "2653 yolo_v4/sync_batch_normalization_98/batchnorm/mul_2"; +"2653 yolo_v4/sync_batch_normalization_98/batchnorm/mul_2" -> "2656 yolo_v4/sync_batch_normalization_98/batchnorm/sub"; +"2654 yolo_v4/sync_batch_normalization_98/batchnorm/ReadVariableOp_2/resource" -> "2655 yolo_v4/sync_batch_normalization_98/batchnorm/ReadVariableOp_2"; +"2655 yolo_v4/sync_batch_normalization_98/batchnorm/ReadVariableOp_2" -> "2656 yolo_v4/sync_batch_normalization_98/batchnorm/sub"; +"2656 yolo_v4/sync_batch_normalization_98/batchnorm/sub" -> "2657 yolo_v4/sync_batch_normalization_98/batchnorm/add_1"; +"2657 yolo_v4/sync_batch_normalization_98/batchnorm/add_1" -> "2658 yolo_v4/leaky_re_lu_26/LeakyRelu"; +"2658 yolo_v4/leaky_re_lu_26/LeakyRelu" -> "2660 yolo_v4/zero_padding2d_6/Pad"; +"2658 yolo_v4/leaky_re_lu_26/LeakyRelu" -> "2828 yolo_v4/conv2d_99/Conv2D"; +"2659 yolo_v4/zero_padding2d_6/Pad/paddings" -> "2660 yolo_v4/zero_padding2d_6/Pad"; +"2660 yolo_v4/zero_padding2d_6/Pad" -> "2668 yolo_v4/conv2d_100/Conv2D"; +"2661 yolo_v4/conv2d_100/Sigmoid/ReadVariableOp/resource" -> "2662 yolo_v4/conv2d_100/Sigmoid/ReadVariableOp"; +"2662 yolo_v4/conv2d_100/Sigmoid/ReadVariableOp" -> "2663 yolo_v4/conv2d_100/Sigmoid"; +"2663 yolo_v4/conv2d_100/Sigmoid" -> "2664 yolo_v4/conv2d_100/Round"; +"2664 yolo_v4/conv2d_100/Round" -> "2667 yolo_v4/conv2d_100/mul"; +"2665 yolo_v4/conv2d_100/ReadVariableOp/resource" -> "2666 yolo_v4/conv2d_100/ReadVariableOp"; +"2666 yolo_v4/conv2d_100/ReadVariableOp" -> "2667 yolo_v4/conv2d_100/mul"; +"2667 yolo_v4/conv2d_100/mul" -> "2668 yolo_v4/conv2d_100/Conv2D"; +"2668 yolo_v4/conv2d_100/Conv2D" -> "2677 yolo_v4/sync_batch_normalization_100/batchnorm/mul_1"; +"2669 yolo_v4/sync_batch_normalization_100/batchnorm/ReadVariableOp/resource" -> "2670 yolo_v4/sync_batch_normalization_100/batchnorm/ReadVariableOp"; +"2670 yolo_v4/sync_batch_normalization_100/batchnorm/ReadVariableOp" -> "2672 yolo_v4/sync_batch_normalization_100/batchnorm/add"; +"2671 yolo_v4/sync_batch_normalization_100/batchnorm/add/y" -> "2672 yolo_v4/sync_batch_normalization_100/batchnorm/add"; +"2672 yolo_v4/sync_batch_normalization_100/batchnorm/add" -> "2673 yolo_v4/sync_batch_normalization_100/batchnorm/Rsqrt"; +"2673 yolo_v4/sync_batch_normalization_100/batchnorm/Rsqrt" -> "2676 yolo_v4/sync_batch_normalization_100/batchnorm/mul"; +"2674 yolo_v4/sync_batch_normalization_100/batchnorm/mul/ReadVariableOp/resource" -> "2675 yolo_v4/sync_batch_normalization_100/batchnorm/mul/ReadVariableOp"; +"2675 yolo_v4/sync_batch_normalization_100/batchnorm/mul/ReadVariableOp" -> "2676 yolo_v4/sync_batch_normalization_100/batchnorm/mul"; +"2676 yolo_v4/sync_batch_normalization_100/batchnorm/mul" -> "2677 yolo_v4/sync_batch_normalization_100/batchnorm/mul_1"; +"2676 yolo_v4/sync_batch_normalization_100/batchnorm/mul" -> "2680 yolo_v4/sync_batch_normalization_100/batchnorm/mul_2"; +"2677 yolo_v4/sync_batch_normalization_100/batchnorm/mul_1" -> "2684 yolo_v4/sync_batch_normalization_100/batchnorm/add_1"; +"2678 yolo_v4/sync_batch_normalization_100/batchnorm/ReadVariableOp_1/resource" -> "2679 yolo_v4/sync_batch_normalization_100/batchnorm/ReadVariableOp_1"; +"2679 yolo_v4/sync_batch_normalization_100/batchnorm/ReadVariableOp_1" -> "2680 yolo_v4/sync_batch_normalization_100/batchnorm/mul_2"; +"2680 yolo_v4/sync_batch_normalization_100/batchnorm/mul_2" -> "2683 yolo_v4/sync_batch_normalization_100/batchnorm/sub"; +"2681 yolo_v4/sync_batch_normalization_100/batchnorm/ReadVariableOp_2/resource" -> "2682 yolo_v4/sync_batch_normalization_100/batchnorm/ReadVariableOp_2"; +"2682 yolo_v4/sync_batch_normalization_100/batchnorm/ReadVariableOp_2" -> "2683 yolo_v4/sync_batch_normalization_100/batchnorm/sub"; +"2683 yolo_v4/sync_batch_normalization_100/batchnorm/sub" -> "2684 yolo_v4/sync_batch_normalization_100/batchnorm/add_1"; +"2684 yolo_v4/sync_batch_normalization_100/batchnorm/add_1" -> "2685 yolo_v4/leaky_re_lu_28/LeakyRelu"; +"2685 yolo_v4/leaky_re_lu_28/LeakyRelu" -> "2687 yolo_v4/concatenate_9/concat"; +"2686 yolo_v4/concatenate_9/concat/axis" -> "2687 yolo_v4/concatenate_9/concat"; +"2687 yolo_v4/concatenate_9/concat" -> "2695 yolo_v4/conv2d_101/Conv2D"; +"2688 yolo_v4/conv2d_101/Sigmoid/ReadVariableOp/resource" -> "2689 yolo_v4/conv2d_101/Sigmoid/ReadVariableOp"; +"2689 yolo_v4/conv2d_101/Sigmoid/ReadVariableOp" -> "2690 yolo_v4/conv2d_101/Sigmoid"; +"2690 yolo_v4/conv2d_101/Sigmoid" -> "2691 yolo_v4/conv2d_101/Round"; +"2691 yolo_v4/conv2d_101/Round" -> "2694 yolo_v4/conv2d_101/mul"; +"2692 yolo_v4/conv2d_101/ReadVariableOp/resource" -> "2693 yolo_v4/conv2d_101/ReadVariableOp"; +"2693 yolo_v4/conv2d_101/ReadVariableOp" -> "2694 yolo_v4/conv2d_101/mul"; +"2694 yolo_v4/conv2d_101/mul" -> "2695 yolo_v4/conv2d_101/Conv2D"; +"2695 yolo_v4/conv2d_101/Conv2D" -> "2704 yolo_v4/sync_batch_normalization_101/batchnorm/mul_1"; +"2696 yolo_v4/sync_batch_normalization_101/batchnorm/ReadVariableOp/resource" -> "2697 yolo_v4/sync_batch_normalization_101/batchnorm/ReadVariableOp"; +"2697 yolo_v4/sync_batch_normalization_101/batchnorm/ReadVariableOp" -> "2699 yolo_v4/sync_batch_normalization_101/batchnorm/add"; +"2698 yolo_v4/sync_batch_normalization_101/batchnorm/add/y" -> "2699 yolo_v4/sync_batch_normalization_101/batchnorm/add"; +"2699 yolo_v4/sync_batch_normalization_101/batchnorm/add" -> "2700 yolo_v4/sync_batch_normalization_101/batchnorm/Rsqrt"; +"2700 yolo_v4/sync_batch_normalization_101/batchnorm/Rsqrt" -> "2703 yolo_v4/sync_batch_normalization_101/batchnorm/mul"; +"2701 yolo_v4/sync_batch_normalization_101/batchnorm/mul/ReadVariableOp/resource" -> "2702 yolo_v4/sync_batch_normalization_101/batchnorm/mul/ReadVariableOp"; +"2702 yolo_v4/sync_batch_normalization_101/batchnorm/mul/ReadVariableOp" -> "2703 yolo_v4/sync_batch_normalization_101/batchnorm/mul"; +"2703 yolo_v4/sync_batch_normalization_101/batchnorm/mul" -> "2704 yolo_v4/sync_batch_normalization_101/batchnorm/mul_1"; +"2703 yolo_v4/sync_batch_normalization_101/batchnorm/mul" -> "2707 yolo_v4/sync_batch_normalization_101/batchnorm/mul_2"; +"2704 yolo_v4/sync_batch_normalization_101/batchnorm/mul_1" -> "2711 yolo_v4/sync_batch_normalization_101/batchnorm/add_1"; +"2705 yolo_v4/sync_batch_normalization_101/batchnorm/ReadVariableOp_1/resource" -> "2706 yolo_v4/sync_batch_normalization_101/batchnorm/ReadVariableOp_1"; +"2706 yolo_v4/sync_batch_normalization_101/batchnorm/ReadVariableOp_1" -> "2707 yolo_v4/sync_batch_normalization_101/batchnorm/mul_2"; +"2707 yolo_v4/sync_batch_normalization_101/batchnorm/mul_2" -> "2710 yolo_v4/sync_batch_normalization_101/batchnorm/sub"; +"2708 yolo_v4/sync_batch_normalization_101/batchnorm/ReadVariableOp_2/resource" -> "2709 yolo_v4/sync_batch_normalization_101/batchnorm/ReadVariableOp_2"; +"2709 yolo_v4/sync_batch_normalization_101/batchnorm/ReadVariableOp_2" -> "2710 yolo_v4/sync_batch_normalization_101/batchnorm/sub"; +"2710 yolo_v4/sync_batch_normalization_101/batchnorm/sub" -> "2711 yolo_v4/sync_batch_normalization_101/batchnorm/add_1"; +"2711 yolo_v4/sync_batch_normalization_101/batchnorm/add_1" -> "2712 yolo_v4/leaky_re_lu_29/LeakyRelu"; +"2712 yolo_v4/leaky_re_lu_29/LeakyRelu" -> "2720 yolo_v4/conv2d_102/Conv2D"; +"2713 yolo_v4/conv2d_102/Sigmoid/ReadVariableOp/resource" -> "2714 yolo_v4/conv2d_102/Sigmoid/ReadVariableOp"; +"2714 yolo_v4/conv2d_102/Sigmoid/ReadVariableOp" -> "2715 yolo_v4/conv2d_102/Sigmoid"; +"2715 yolo_v4/conv2d_102/Sigmoid" -> "2716 yolo_v4/conv2d_102/Round"; +"2716 yolo_v4/conv2d_102/Round" -> "2719 yolo_v4/conv2d_102/mul"; +"2717 yolo_v4/conv2d_102/ReadVariableOp/resource" -> "2718 yolo_v4/conv2d_102/ReadVariableOp"; +"2718 yolo_v4/conv2d_102/ReadVariableOp" -> "2719 yolo_v4/conv2d_102/mul"; +"2719 yolo_v4/conv2d_102/mul" -> "2720 yolo_v4/conv2d_102/Conv2D"; +"2720 yolo_v4/conv2d_102/Conv2D" -> "2729 yolo_v4/sync_batch_normalization_102/batchnorm/mul_1"; +"2721 yolo_v4/sync_batch_normalization_102/batchnorm/ReadVariableOp/resource" -> "2722 yolo_v4/sync_batch_normalization_102/batchnorm/ReadVariableOp"; +"2722 yolo_v4/sync_batch_normalization_102/batchnorm/ReadVariableOp" -> "2724 yolo_v4/sync_batch_normalization_102/batchnorm/add"; +"2723 yolo_v4/sync_batch_normalization_102/batchnorm/add/y" -> "2724 yolo_v4/sync_batch_normalization_102/batchnorm/add"; +"2724 yolo_v4/sync_batch_normalization_102/batchnorm/add" -> "2725 yolo_v4/sync_batch_normalization_102/batchnorm/Rsqrt"; +"2725 yolo_v4/sync_batch_normalization_102/batchnorm/Rsqrt" -> "2728 yolo_v4/sync_batch_normalization_102/batchnorm/mul"; +"2726 yolo_v4/sync_batch_normalization_102/batchnorm/mul/ReadVariableOp/resource" -> "2727 yolo_v4/sync_batch_normalization_102/batchnorm/mul/ReadVariableOp"; +"2727 yolo_v4/sync_batch_normalization_102/batchnorm/mul/ReadVariableOp" -> "2728 yolo_v4/sync_batch_normalization_102/batchnorm/mul"; +"2728 yolo_v4/sync_batch_normalization_102/batchnorm/mul" -> "2729 yolo_v4/sync_batch_normalization_102/batchnorm/mul_1"; +"2728 yolo_v4/sync_batch_normalization_102/batchnorm/mul" -> "2732 yolo_v4/sync_batch_normalization_102/batchnorm/mul_2"; +"2729 yolo_v4/sync_batch_normalization_102/batchnorm/mul_1" -> "2736 yolo_v4/sync_batch_normalization_102/batchnorm/add_1"; +"2730 yolo_v4/sync_batch_normalization_102/batchnorm/ReadVariableOp_1/resource" -> "2731 yolo_v4/sync_batch_normalization_102/batchnorm/ReadVariableOp_1"; +"2731 yolo_v4/sync_batch_normalization_102/batchnorm/ReadVariableOp_1" -> "2732 yolo_v4/sync_batch_normalization_102/batchnorm/mul_2"; +"2732 yolo_v4/sync_batch_normalization_102/batchnorm/mul_2" -> "2735 yolo_v4/sync_batch_normalization_102/batchnorm/sub"; +"2733 yolo_v4/sync_batch_normalization_102/batchnorm/ReadVariableOp_2/resource" -> "2734 yolo_v4/sync_batch_normalization_102/batchnorm/ReadVariableOp_2"; +"2734 yolo_v4/sync_batch_normalization_102/batchnorm/ReadVariableOp_2" -> "2735 yolo_v4/sync_batch_normalization_102/batchnorm/sub"; +"2735 yolo_v4/sync_batch_normalization_102/batchnorm/sub" -> "2736 yolo_v4/sync_batch_normalization_102/batchnorm/add_1"; +"2736 yolo_v4/sync_batch_normalization_102/batchnorm/add_1" -> "2737 yolo_v4/leaky_re_lu_30/LeakyRelu"; +"2737 yolo_v4/leaky_re_lu_30/LeakyRelu" -> "2745 yolo_v4/conv2d_103/Conv2D"; +"2738 yolo_v4/conv2d_103/Sigmoid/ReadVariableOp/resource" -> "2739 yolo_v4/conv2d_103/Sigmoid/ReadVariableOp"; +"2739 yolo_v4/conv2d_103/Sigmoid/ReadVariableOp" -> "2740 yolo_v4/conv2d_103/Sigmoid"; +"2740 yolo_v4/conv2d_103/Sigmoid" -> "2741 yolo_v4/conv2d_103/Round"; +"2741 yolo_v4/conv2d_103/Round" -> "2744 yolo_v4/conv2d_103/mul"; +"2742 yolo_v4/conv2d_103/ReadVariableOp/resource" -> "2743 yolo_v4/conv2d_103/ReadVariableOp"; +"2743 yolo_v4/conv2d_103/ReadVariableOp" -> "2744 yolo_v4/conv2d_103/mul"; +"2744 yolo_v4/conv2d_103/mul" -> "2745 yolo_v4/conv2d_103/Conv2D"; +"2745 yolo_v4/conv2d_103/Conv2D" -> "2754 yolo_v4/sync_batch_normalization_103/batchnorm/mul_1"; +"2746 yolo_v4/sync_batch_normalization_103/batchnorm/ReadVariableOp/resource" -> "2747 yolo_v4/sync_batch_normalization_103/batchnorm/ReadVariableOp"; +"2747 yolo_v4/sync_batch_normalization_103/batchnorm/ReadVariableOp" -> "2749 yolo_v4/sync_batch_normalization_103/batchnorm/add"; +"2748 yolo_v4/sync_batch_normalization_103/batchnorm/add/y" -> "2749 yolo_v4/sync_batch_normalization_103/batchnorm/add"; +"2749 yolo_v4/sync_batch_normalization_103/batchnorm/add" -> "2750 yolo_v4/sync_batch_normalization_103/batchnorm/Rsqrt"; +"2750 yolo_v4/sync_batch_normalization_103/batchnorm/Rsqrt" -> "2753 yolo_v4/sync_batch_normalization_103/batchnorm/mul"; +"2751 yolo_v4/sync_batch_normalization_103/batchnorm/mul/ReadVariableOp/resource" -> "2752 yolo_v4/sync_batch_normalization_103/batchnorm/mul/ReadVariableOp"; +"2752 yolo_v4/sync_batch_normalization_103/batchnorm/mul/ReadVariableOp" -> "2753 yolo_v4/sync_batch_normalization_103/batchnorm/mul"; +"2753 yolo_v4/sync_batch_normalization_103/batchnorm/mul" -> "2754 yolo_v4/sync_batch_normalization_103/batchnorm/mul_1"; +"2753 yolo_v4/sync_batch_normalization_103/batchnorm/mul" -> "2757 yolo_v4/sync_batch_normalization_103/batchnorm/mul_2"; +"2754 yolo_v4/sync_batch_normalization_103/batchnorm/mul_1" -> "2761 yolo_v4/sync_batch_normalization_103/batchnorm/add_1"; +"2755 yolo_v4/sync_batch_normalization_103/batchnorm/ReadVariableOp_1/resource" -> "2756 yolo_v4/sync_batch_normalization_103/batchnorm/ReadVariableOp_1"; +"2756 yolo_v4/sync_batch_normalization_103/batchnorm/ReadVariableOp_1" -> "2757 yolo_v4/sync_batch_normalization_103/batchnorm/mul_2"; +"2757 yolo_v4/sync_batch_normalization_103/batchnorm/mul_2" -> "2760 yolo_v4/sync_batch_normalization_103/batchnorm/sub"; +"2758 yolo_v4/sync_batch_normalization_103/batchnorm/ReadVariableOp_2/resource" -> "2759 yolo_v4/sync_batch_normalization_103/batchnorm/ReadVariableOp_2"; +"2759 yolo_v4/sync_batch_normalization_103/batchnorm/ReadVariableOp_2" -> "2760 yolo_v4/sync_batch_normalization_103/batchnorm/sub"; +"2760 yolo_v4/sync_batch_normalization_103/batchnorm/sub" -> "2761 yolo_v4/sync_batch_normalization_103/batchnorm/add_1"; +"2761 yolo_v4/sync_batch_normalization_103/batchnorm/add_1" -> "2762 yolo_v4/leaky_re_lu_31/LeakyRelu"; +"2762 yolo_v4/leaky_re_lu_31/LeakyRelu" -> "2770 yolo_v4/conv2d_104/Conv2D"; +"2763 yolo_v4/conv2d_104/Sigmoid/ReadVariableOp/resource" -> "2764 yolo_v4/conv2d_104/Sigmoid/ReadVariableOp"; +"2764 yolo_v4/conv2d_104/Sigmoid/ReadVariableOp" -> "2765 yolo_v4/conv2d_104/Sigmoid"; +"2765 yolo_v4/conv2d_104/Sigmoid" -> "2766 yolo_v4/conv2d_104/Round"; +"2766 yolo_v4/conv2d_104/Round" -> "2769 yolo_v4/conv2d_104/mul"; +"2767 yolo_v4/conv2d_104/ReadVariableOp/resource" -> "2768 yolo_v4/conv2d_104/ReadVariableOp"; +"2768 yolo_v4/conv2d_104/ReadVariableOp" -> "2769 yolo_v4/conv2d_104/mul"; +"2769 yolo_v4/conv2d_104/mul" -> "2770 yolo_v4/conv2d_104/Conv2D"; +"2770 yolo_v4/conv2d_104/Conv2D" -> "2779 yolo_v4/sync_batch_normalization_104/batchnorm/mul_1"; +"2771 yolo_v4/sync_batch_normalization_104/batchnorm/ReadVariableOp/resource" -> "2772 yolo_v4/sync_batch_normalization_104/batchnorm/ReadVariableOp"; +"2772 yolo_v4/sync_batch_normalization_104/batchnorm/ReadVariableOp" -> "2774 yolo_v4/sync_batch_normalization_104/batchnorm/add"; +"2773 yolo_v4/sync_batch_normalization_104/batchnorm/add/y" -> "2774 yolo_v4/sync_batch_normalization_104/batchnorm/add"; +"2774 yolo_v4/sync_batch_normalization_104/batchnorm/add" -> "2775 yolo_v4/sync_batch_normalization_104/batchnorm/Rsqrt"; +"2775 yolo_v4/sync_batch_normalization_104/batchnorm/Rsqrt" -> "2778 yolo_v4/sync_batch_normalization_104/batchnorm/mul"; +"2776 yolo_v4/sync_batch_normalization_104/batchnorm/mul/ReadVariableOp/resource" -> "2777 yolo_v4/sync_batch_normalization_104/batchnorm/mul/ReadVariableOp"; +"2777 yolo_v4/sync_batch_normalization_104/batchnorm/mul/ReadVariableOp" -> "2778 yolo_v4/sync_batch_normalization_104/batchnorm/mul"; +"2778 yolo_v4/sync_batch_normalization_104/batchnorm/mul" -> "2779 yolo_v4/sync_batch_normalization_104/batchnorm/mul_1"; +"2778 yolo_v4/sync_batch_normalization_104/batchnorm/mul" -> "2782 yolo_v4/sync_batch_normalization_104/batchnorm/mul_2"; +"2779 yolo_v4/sync_batch_normalization_104/batchnorm/mul_1" -> "2786 yolo_v4/sync_batch_normalization_104/batchnorm/add_1"; +"2780 yolo_v4/sync_batch_normalization_104/batchnorm/ReadVariableOp_1/resource" -> "2781 yolo_v4/sync_batch_normalization_104/batchnorm/ReadVariableOp_1"; +"2781 yolo_v4/sync_batch_normalization_104/batchnorm/ReadVariableOp_1" -> "2782 yolo_v4/sync_batch_normalization_104/batchnorm/mul_2"; +"2782 yolo_v4/sync_batch_normalization_104/batchnorm/mul_2" -> "2785 yolo_v4/sync_batch_normalization_104/batchnorm/sub"; +"2783 yolo_v4/sync_batch_normalization_104/batchnorm/ReadVariableOp_2/resource" -> "2784 yolo_v4/sync_batch_normalization_104/batchnorm/ReadVariableOp_2"; +"2784 yolo_v4/sync_batch_normalization_104/batchnorm/ReadVariableOp_2" -> "2785 yolo_v4/sync_batch_normalization_104/batchnorm/sub"; +"2785 yolo_v4/sync_batch_normalization_104/batchnorm/sub" -> "2786 yolo_v4/sync_batch_normalization_104/batchnorm/add_1"; +"2786 yolo_v4/sync_batch_normalization_104/batchnorm/add_1" -> "2787 yolo_v4/leaky_re_lu_32/LeakyRelu"; +"2787 yolo_v4/leaky_re_lu_32/LeakyRelu" -> "2795 yolo_v4/conv2d_105/Conv2D"; +"2788 yolo_v4/conv2d_105/Sigmoid/ReadVariableOp/resource" -> "2789 yolo_v4/conv2d_105/Sigmoid/ReadVariableOp"; +"2789 yolo_v4/conv2d_105/Sigmoid/ReadVariableOp" -> "2790 yolo_v4/conv2d_105/Sigmoid"; +"2790 yolo_v4/conv2d_105/Sigmoid" -> "2791 yolo_v4/conv2d_105/Round"; +"2791 yolo_v4/conv2d_105/Round" -> "2794 yolo_v4/conv2d_105/mul"; +"2792 yolo_v4/conv2d_105/ReadVariableOp/resource" -> "2793 yolo_v4/conv2d_105/ReadVariableOp"; +"2793 yolo_v4/conv2d_105/ReadVariableOp" -> "2794 yolo_v4/conv2d_105/mul"; +"2794 yolo_v4/conv2d_105/mul" -> "2795 yolo_v4/conv2d_105/Conv2D"; +"2795 yolo_v4/conv2d_105/Conv2D" -> "2804 yolo_v4/sync_batch_normalization_105/batchnorm/mul_1"; +"2796 yolo_v4/sync_batch_normalization_105/batchnorm/ReadVariableOp/resource" -> "2797 yolo_v4/sync_batch_normalization_105/batchnorm/ReadVariableOp"; +"2797 yolo_v4/sync_batch_normalization_105/batchnorm/ReadVariableOp" -> "2799 yolo_v4/sync_batch_normalization_105/batchnorm/add"; +"2798 yolo_v4/sync_batch_normalization_105/batchnorm/add/y" -> "2799 yolo_v4/sync_batch_normalization_105/batchnorm/add"; +"2799 yolo_v4/sync_batch_normalization_105/batchnorm/add" -> "2800 yolo_v4/sync_batch_normalization_105/batchnorm/Rsqrt"; +"2800 yolo_v4/sync_batch_normalization_105/batchnorm/Rsqrt" -> "2803 yolo_v4/sync_batch_normalization_105/batchnorm/mul"; +"2801 yolo_v4/sync_batch_normalization_105/batchnorm/mul/ReadVariableOp/resource" -> "2802 yolo_v4/sync_batch_normalization_105/batchnorm/mul/ReadVariableOp"; +"2802 yolo_v4/sync_batch_normalization_105/batchnorm/mul/ReadVariableOp" -> "2803 yolo_v4/sync_batch_normalization_105/batchnorm/mul"; +"2803 yolo_v4/sync_batch_normalization_105/batchnorm/mul" -> "2804 yolo_v4/sync_batch_normalization_105/batchnorm/mul_1"; +"2803 yolo_v4/sync_batch_normalization_105/batchnorm/mul" -> "2807 yolo_v4/sync_batch_normalization_105/batchnorm/mul_2"; +"2804 yolo_v4/sync_batch_normalization_105/batchnorm/mul_1" -> "2811 yolo_v4/sync_batch_normalization_105/batchnorm/add_1"; +"2805 yolo_v4/sync_batch_normalization_105/batchnorm/ReadVariableOp_1/resource" -> "2806 yolo_v4/sync_batch_normalization_105/batchnorm/ReadVariableOp_1"; +"2806 yolo_v4/sync_batch_normalization_105/batchnorm/ReadVariableOp_1" -> "2807 yolo_v4/sync_batch_normalization_105/batchnorm/mul_2"; +"2807 yolo_v4/sync_batch_normalization_105/batchnorm/mul_2" -> "2810 yolo_v4/sync_batch_normalization_105/batchnorm/sub"; +"2808 yolo_v4/sync_batch_normalization_105/batchnorm/ReadVariableOp_2/resource" -> "2809 yolo_v4/sync_batch_normalization_105/batchnorm/ReadVariableOp_2"; +"2809 yolo_v4/sync_batch_normalization_105/batchnorm/ReadVariableOp_2" -> "2810 yolo_v4/sync_batch_normalization_105/batchnorm/sub"; +"2810 yolo_v4/sync_batch_normalization_105/batchnorm/sub" -> "2811 yolo_v4/sync_batch_normalization_105/batchnorm/add_1"; +"2811 yolo_v4/sync_batch_normalization_105/batchnorm/add_1" -> "2812 yolo_v4/leaky_re_lu_33/LeakyRelu"; +"2812 yolo_v4/leaky_re_lu_33/LeakyRelu" -> "2836 yolo_v4/conv2d_106/Conv2D"; +"2813 yolo_v4/conv2d_92/Sigmoid/ReadVariableOp/resource" -> "2814 yolo_v4/conv2d_92/Sigmoid/ReadVariableOp"; +"2814 yolo_v4/conv2d_92/Sigmoid/ReadVariableOp" -> "2815 yolo_v4/conv2d_92/Sigmoid"; +"2815 yolo_v4/conv2d_92/Sigmoid" -> "2816 yolo_v4/conv2d_92/Round"; +"2816 yolo_v4/conv2d_92/Round" -> "2819 yolo_v4/conv2d_92/mul"; +"2817 yolo_v4/conv2d_92/ReadVariableOp/resource" -> "2818 yolo_v4/conv2d_92/ReadVariableOp"; +"2818 yolo_v4/conv2d_92/ReadVariableOp" -> "2819 yolo_v4/conv2d_92/mul"; +"2819 yolo_v4/conv2d_92/mul" -> "2820 yolo_v4/conv2d_92/Conv2D"; +"2820 yolo_v4/conv2d_92/Conv2D" -> "2845 yolo_v4/sync_batch_normalization_92/batchnorm/mul_1"; +"2821 yolo_v4/conv2d_99/Sigmoid/ReadVariableOp/resource" -> "2822 yolo_v4/conv2d_99/Sigmoid/ReadVariableOp"; +"2822 yolo_v4/conv2d_99/Sigmoid/ReadVariableOp" -> "2823 yolo_v4/conv2d_99/Sigmoid"; +"2823 yolo_v4/conv2d_99/Sigmoid" -> "2824 yolo_v4/conv2d_99/Round"; +"2824 yolo_v4/conv2d_99/Round" -> "2827 yolo_v4/conv2d_99/mul"; +"2825 yolo_v4/conv2d_99/ReadVariableOp/resource" -> "2826 yolo_v4/conv2d_99/ReadVariableOp"; +"2826 yolo_v4/conv2d_99/ReadVariableOp" -> "2827 yolo_v4/conv2d_99/mul"; +"2827 yolo_v4/conv2d_99/mul" -> "2828 yolo_v4/conv2d_99/Conv2D"; +"2828 yolo_v4/conv2d_99/Conv2D" -> "2861 yolo_v4/sync_batch_normalization_99/batchnorm/mul_1"; +"2829 yolo_v4/conv2d_106/Sigmoid/ReadVariableOp/resource" -> "2830 yolo_v4/conv2d_106/Sigmoid/ReadVariableOp"; +"2830 yolo_v4/conv2d_106/Sigmoid/ReadVariableOp" -> "2831 yolo_v4/conv2d_106/Sigmoid"; +"2831 yolo_v4/conv2d_106/Sigmoid" -> "2832 yolo_v4/conv2d_106/Round"; +"2832 yolo_v4/conv2d_106/Round" -> "2835 yolo_v4/conv2d_106/mul"; +"2833 yolo_v4/conv2d_106/ReadVariableOp/resource" -> "2834 yolo_v4/conv2d_106/ReadVariableOp"; +"2834 yolo_v4/conv2d_106/ReadVariableOp" -> "2835 yolo_v4/conv2d_106/mul"; +"2835 yolo_v4/conv2d_106/mul" -> "2836 yolo_v4/conv2d_106/Conv2D"; +"2836 yolo_v4/conv2d_106/Conv2D" -> "2877 yolo_v4/sync_batch_normalization_106/batchnorm/mul_1"; +"2837 yolo_v4/sync_batch_normalization_92/batchnorm/ReadVariableOp/resource" -> "2838 yolo_v4/sync_batch_normalization_92/batchnorm/ReadVariableOp"; +"2838 yolo_v4/sync_batch_normalization_92/batchnorm/ReadVariableOp" -> "2840 yolo_v4/sync_batch_normalization_92/batchnorm/add"; +"2839 yolo_v4/sync_batch_normalization_92/batchnorm/add/y" -> "2840 yolo_v4/sync_batch_normalization_92/batchnorm/add"; +"2840 yolo_v4/sync_batch_normalization_92/batchnorm/add" -> "2841 yolo_v4/sync_batch_normalization_92/batchnorm/Rsqrt"; +"2841 yolo_v4/sync_batch_normalization_92/batchnorm/Rsqrt" -> "2844 yolo_v4/sync_batch_normalization_92/batchnorm/mul"; +"2842 yolo_v4/sync_batch_normalization_92/batchnorm/mul/ReadVariableOp/resource" -> "2843 yolo_v4/sync_batch_normalization_92/batchnorm/mul/ReadVariableOp"; +"2843 yolo_v4/sync_batch_normalization_92/batchnorm/mul/ReadVariableOp" -> "2844 yolo_v4/sync_batch_normalization_92/batchnorm/mul"; +"2844 yolo_v4/sync_batch_normalization_92/batchnorm/mul" -> "2845 yolo_v4/sync_batch_normalization_92/batchnorm/mul_1"; +"2844 yolo_v4/sync_batch_normalization_92/batchnorm/mul" -> "2848 yolo_v4/sync_batch_normalization_92/batchnorm/mul_2"; +"2845 yolo_v4/sync_batch_normalization_92/batchnorm/mul_1" -> "2852 yolo_v4/sync_batch_normalization_92/batchnorm/add_1"; +"2846 yolo_v4/sync_batch_normalization_92/batchnorm/ReadVariableOp_1/resource" -> "2847 yolo_v4/sync_batch_normalization_92/batchnorm/ReadVariableOp_1"; +"2847 yolo_v4/sync_batch_normalization_92/batchnorm/ReadVariableOp_1" -> "2848 yolo_v4/sync_batch_normalization_92/batchnorm/mul_2"; +"2848 yolo_v4/sync_batch_normalization_92/batchnorm/mul_2" -> "2851 yolo_v4/sync_batch_normalization_92/batchnorm/sub"; +"2849 yolo_v4/sync_batch_normalization_92/batchnorm/ReadVariableOp_2/resource" -> "2850 yolo_v4/sync_batch_normalization_92/batchnorm/ReadVariableOp_2"; +"2850 yolo_v4/sync_batch_normalization_92/batchnorm/ReadVariableOp_2" -> "2851 yolo_v4/sync_batch_normalization_92/batchnorm/sub"; +"2851 yolo_v4/sync_batch_normalization_92/batchnorm/sub" -> "2852 yolo_v4/sync_batch_normalization_92/batchnorm/add_1"; +"2852 yolo_v4/sync_batch_normalization_92/batchnorm/add_1" -> "2885 yolo_v4/leaky_re_lu_20/LeakyRelu"; +"2853 yolo_v4/sync_batch_normalization_99/batchnorm/ReadVariableOp/resource" -> "2854 yolo_v4/sync_batch_normalization_99/batchnorm/ReadVariableOp"; +"2854 yolo_v4/sync_batch_normalization_99/batchnorm/ReadVariableOp" -> "2856 yolo_v4/sync_batch_normalization_99/batchnorm/add"; +"2855 yolo_v4/sync_batch_normalization_99/batchnorm/add/y" -> "2856 yolo_v4/sync_batch_normalization_99/batchnorm/add"; +"2856 yolo_v4/sync_batch_normalization_99/batchnorm/add" -> "2857 yolo_v4/sync_batch_normalization_99/batchnorm/Rsqrt"; +"2857 yolo_v4/sync_batch_normalization_99/batchnorm/Rsqrt" -> "2860 yolo_v4/sync_batch_normalization_99/batchnorm/mul"; +"2858 yolo_v4/sync_batch_normalization_99/batchnorm/mul/ReadVariableOp/resource" -> "2859 yolo_v4/sync_batch_normalization_99/batchnorm/mul/ReadVariableOp"; +"2859 yolo_v4/sync_batch_normalization_99/batchnorm/mul/ReadVariableOp" -> "2860 yolo_v4/sync_batch_normalization_99/batchnorm/mul"; +"2860 yolo_v4/sync_batch_normalization_99/batchnorm/mul" -> "2861 yolo_v4/sync_batch_normalization_99/batchnorm/mul_1"; +"2860 yolo_v4/sync_batch_normalization_99/batchnorm/mul" -> "2864 yolo_v4/sync_batch_normalization_99/batchnorm/mul_2"; +"2861 yolo_v4/sync_batch_normalization_99/batchnorm/mul_1" -> "2868 yolo_v4/sync_batch_normalization_99/batchnorm/add_1"; +"2862 yolo_v4/sync_batch_normalization_99/batchnorm/ReadVariableOp_1/resource" -> "2863 yolo_v4/sync_batch_normalization_99/batchnorm/ReadVariableOp_1"; +"2863 yolo_v4/sync_batch_normalization_99/batchnorm/ReadVariableOp_1" -> "2864 yolo_v4/sync_batch_normalization_99/batchnorm/mul_2"; +"2864 yolo_v4/sync_batch_normalization_99/batchnorm/mul_2" -> "2867 yolo_v4/sync_batch_normalization_99/batchnorm/sub"; +"2865 yolo_v4/sync_batch_normalization_99/batchnorm/ReadVariableOp_2/resource" -> "2866 yolo_v4/sync_batch_normalization_99/batchnorm/ReadVariableOp_2"; +"2866 yolo_v4/sync_batch_normalization_99/batchnorm/ReadVariableOp_2" -> "2867 yolo_v4/sync_batch_normalization_99/batchnorm/sub"; +"2867 yolo_v4/sync_batch_normalization_99/batchnorm/sub" -> "2868 yolo_v4/sync_batch_normalization_99/batchnorm/add_1"; +"2868 yolo_v4/sync_batch_normalization_99/batchnorm/add_1" -> "2886 yolo_v4/leaky_re_lu_27/LeakyRelu"; +"2869 yolo_v4/sync_batch_normalization_106/batchnorm/ReadVariableOp/resource" -> "2870 yolo_v4/sync_batch_normalization_106/batchnorm/ReadVariableOp"; +"2870 yolo_v4/sync_batch_normalization_106/batchnorm/ReadVariableOp" -> "2872 yolo_v4/sync_batch_normalization_106/batchnorm/add"; +"2871 yolo_v4/sync_batch_normalization_106/batchnorm/add/y" -> "2872 yolo_v4/sync_batch_normalization_106/batchnorm/add"; +"2872 yolo_v4/sync_batch_normalization_106/batchnorm/add" -> "2873 yolo_v4/sync_batch_normalization_106/batchnorm/Rsqrt"; +"2873 yolo_v4/sync_batch_normalization_106/batchnorm/Rsqrt" -> "2876 yolo_v4/sync_batch_normalization_106/batchnorm/mul"; +"2874 yolo_v4/sync_batch_normalization_106/batchnorm/mul/ReadVariableOp/resource" -> "2875 yolo_v4/sync_batch_normalization_106/batchnorm/mul/ReadVariableOp"; +"2875 yolo_v4/sync_batch_normalization_106/batchnorm/mul/ReadVariableOp" -> "2876 yolo_v4/sync_batch_normalization_106/batchnorm/mul"; +"2876 yolo_v4/sync_batch_normalization_106/batchnorm/mul" -> "2877 yolo_v4/sync_batch_normalization_106/batchnorm/mul_1"; +"2876 yolo_v4/sync_batch_normalization_106/batchnorm/mul" -> "2880 yolo_v4/sync_batch_normalization_106/batchnorm/mul_2"; +"2877 yolo_v4/sync_batch_normalization_106/batchnorm/mul_1" -> "2884 yolo_v4/sync_batch_normalization_106/batchnorm/add_1"; +"2878 yolo_v4/sync_batch_normalization_106/batchnorm/ReadVariableOp_1/resource" -> "2879 yolo_v4/sync_batch_normalization_106/batchnorm/ReadVariableOp_1"; +"2879 yolo_v4/sync_batch_normalization_106/batchnorm/ReadVariableOp_1" -> "2880 yolo_v4/sync_batch_normalization_106/batchnorm/mul_2"; +"2880 yolo_v4/sync_batch_normalization_106/batchnorm/mul_2" -> "2883 yolo_v4/sync_batch_normalization_106/batchnorm/sub"; +"2881 yolo_v4/sync_batch_normalization_106/batchnorm/ReadVariableOp_2/resource" -> "2882 yolo_v4/sync_batch_normalization_106/batchnorm/ReadVariableOp_2"; +"2882 yolo_v4/sync_batch_normalization_106/batchnorm/ReadVariableOp_2" -> "2883 yolo_v4/sync_batch_normalization_106/batchnorm/sub"; +"2883 yolo_v4/sync_batch_normalization_106/batchnorm/sub" -> "2884 yolo_v4/sync_batch_normalization_106/batchnorm/add_1"; +"2884 yolo_v4/sync_batch_normalization_106/batchnorm/add_1" -> "2887 yolo_v4/leaky_re_lu_34/LeakyRelu"; +"2885 yolo_v4/leaky_re_lu_20/LeakyRelu" -> "2895 yolo_v4/predict_conv_3/Conv2D"; +"2886 yolo_v4/leaky_re_lu_27/LeakyRelu" -> "2906 yolo_v4/predict_conv_2/Conv2D"; +"2887 yolo_v4/leaky_re_lu_34/LeakyRelu" -> "2917 yolo_v4/predict_conv_1/Conv2D"; +"2888 yolo_v4/predict_conv_3/Sigmoid/ReadVariableOp/resource" -> "2889 yolo_v4/predict_conv_3/Sigmoid/ReadVariableOp"; +"2889 yolo_v4/predict_conv_3/Sigmoid/ReadVariableOp" -> "2890 yolo_v4/predict_conv_3/Sigmoid"; +"2890 yolo_v4/predict_conv_3/Sigmoid" -> "2891 yolo_v4/predict_conv_3/Round"; +"2891 yolo_v4/predict_conv_3/Round" -> "2894 yolo_v4/predict_conv_3/mul"; +"2892 yolo_v4/predict_conv_3/ReadVariableOp/resource" -> "2893 yolo_v4/predict_conv_3/ReadVariableOp"; +"2893 yolo_v4/predict_conv_3/ReadVariableOp" -> "2894 yolo_v4/predict_conv_3/mul"; +"2894 yolo_v4/predict_conv_3/mul" -> "2895 yolo_v4/predict_conv_3/Conv2D"; +"2895 yolo_v4/predict_conv_3/Conv2D" -> "2898 yolo_v4/predict_conv_3/BiasAdd"; +"2896 yolo_v4/predict_conv_3/BiasAdd/ReadVariableOp/resource" -> "2897 yolo_v4/predict_conv_3/BiasAdd/ReadVariableOp"; +"2897 yolo_v4/predict_conv_3/BiasAdd/ReadVariableOp" -> "2898 yolo_v4/predict_conv_3/BiasAdd"; +"2898 yolo_v4/predict_conv_3/BiasAdd" -> "2923 Identity_2"; +"2899 yolo_v4/predict_conv_2/Sigmoid/ReadVariableOp/resource" -> "2900 yolo_v4/predict_conv_2/Sigmoid/ReadVariableOp"; +"2900 yolo_v4/predict_conv_2/Sigmoid/ReadVariableOp" -> "2901 yolo_v4/predict_conv_2/Sigmoid"; +"2901 yolo_v4/predict_conv_2/Sigmoid" -> "2902 yolo_v4/predict_conv_2/Round"; +"2902 yolo_v4/predict_conv_2/Round" -> "2905 yolo_v4/predict_conv_2/mul"; +"2903 yolo_v4/predict_conv_2/ReadVariableOp/resource" -> "2904 yolo_v4/predict_conv_2/ReadVariableOp"; +"2904 yolo_v4/predict_conv_2/ReadVariableOp" -> "2905 yolo_v4/predict_conv_2/mul"; +"2905 yolo_v4/predict_conv_2/mul" -> "2906 yolo_v4/predict_conv_2/Conv2D"; +"2906 yolo_v4/predict_conv_2/Conv2D" -> "2909 yolo_v4/predict_conv_2/BiasAdd"; +"2907 yolo_v4/predict_conv_2/BiasAdd/ReadVariableOp/resource" -> "2908 yolo_v4/predict_conv_2/BiasAdd/ReadVariableOp"; +"2908 yolo_v4/predict_conv_2/BiasAdd/ReadVariableOp" -> "2909 yolo_v4/predict_conv_2/BiasAdd"; +"2909 yolo_v4/predict_conv_2/BiasAdd" -> "2922 Identity_1"; +"2910 yolo_v4/predict_conv_1/Sigmoid/ReadVariableOp/resource" -> "2911 yolo_v4/predict_conv_1/Sigmoid/ReadVariableOp"; +"2911 yolo_v4/predict_conv_1/Sigmoid/ReadVariableOp" -> "2912 yolo_v4/predict_conv_1/Sigmoid"; +"2912 yolo_v4/predict_conv_1/Sigmoid" -> "2913 yolo_v4/predict_conv_1/Round"; +"2913 yolo_v4/predict_conv_1/Round" -> "2916 yolo_v4/predict_conv_1/mul"; +"2914 yolo_v4/predict_conv_1/ReadVariableOp/resource" -> "2915 yolo_v4/predict_conv_1/ReadVariableOp"; +"2915 yolo_v4/predict_conv_1/ReadVariableOp" -> "2916 yolo_v4/predict_conv_1/mul"; +"2916 yolo_v4/predict_conv_1/mul" -> "2917 yolo_v4/predict_conv_1/Conv2D"; +"2917 yolo_v4/predict_conv_1/Conv2D" -> "2920 yolo_v4/predict_conv_1/BiasAdd"; +"2918 yolo_v4/predict_conv_1/BiasAdd/ReadVariableOp/resource" -> "2919 yolo_v4/predict_conv_1/BiasAdd/ReadVariableOp"; +"2919 yolo_v4/predict_conv_1/BiasAdd/ReadVariableOp" -> "2920 yolo_v4/predict_conv_1/BiasAdd"; +"2920 yolo_v4/predict_conv_1/BiasAdd" -> "2921 Identity"; +} diff --git a/tests/tensorflow/data/reference_graphs/2.8/pruning/filter_pruning/densenet121.pb b/tests/tensorflow/data/reference_graphs/2.8/pruning/filter_pruning/densenet121.pb deleted file mode 100644 index 0377d61e4eb..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.8/pruning/filter_pruning/densenet121.pb +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:f6fc75a72b546ad2dc2927617bbeb3c34654ed742881236e061fa843c9bf710e -size 529256 diff --git a/tests/tensorflow/data/reference_graphs/2.8/pruning/filter_pruning/inception_v3.dot b/tests/tensorflow/data/reference_graphs/2.8/pruning/filter_pruning/inception_v3.dot deleted file mode 100644 index 7cc9ba5f599..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.8/pruning/filter_pruning/inception_v3.dot +++ /dev/null @@ -1,3468 +0,0 @@ -strict digraph { -"0 args_0" [id=0, op=Placeholder]; -"1 inception_v3/conv2d/Conv2D/ReadVariableOp/resource" [id=1, op=Placeholder]; -"2 inception_v3/conv2d/Conv2D/ReadVariableOp" [id=2, op=ReadVariableOp]; -"3 inception_v3/conv2d/Conv2D" [id=3, op=Conv2D]; -"4 inception_v3/batch_normalization/scale" [id=4, op=Const]; -"5 inception_v3/batch_normalization/ReadVariableOp/resource" [id=5, op=Placeholder]; -"6 inception_v3/batch_normalization/ReadVariableOp" [id=6, op=ReadVariableOp]; -"7 inception_v3/batch_normalization/FusedBatchNormV3/ReadVariableOp/resource" [id=7, op=Placeholder]; -"8 inception_v3/batch_normalization/FusedBatchNormV3/ReadVariableOp" [id=8, op=ReadVariableOp]; -"9 inception_v3/batch_normalization/FusedBatchNormV3/ReadVariableOp_1/resource" [id=9, op=Placeholder]; -"10 inception_v3/batch_normalization/FusedBatchNormV3/ReadVariableOp_1" [id=10, op=ReadVariableOp]; -"11 inception_v3/batch_normalization/FusedBatchNormV3" [id=11, op=FusedBatchNormV3]; -"12 inception_v3/activation/Relu" [id=12, op=Relu]; -"13 inception_v3/conv2d_1/ReadVariableOp/resource" [id=13, op=Placeholder]; -"14 inception_v3/conv2d_1/ReadVariableOp" [id=14, op=ReadVariableOp]; -"15 inception_v3/conv2d_1/mul/ReadVariableOp/resource" [id=15, op=Placeholder]; -"16 inception_v3/conv2d_1/mul/ReadVariableOp" [id=16, op=ReadVariableOp]; -"17 inception_v3/conv2d_1/mul" [id=17, op=Mul]; -"18 inception_v3/conv2d_1/Conv2D" [id=18, op=Conv2D]; -"19 inception_v3/batch_normalization_1/ReadVariableOp/resource" [id=19, op=Placeholder]; -"20 inception_v3/batch_normalization_1/ReadVariableOp" [id=20, op=ReadVariableOp]; -"21 inception_v3/batch_normalization_1/mul/ReadVariableOp/resource" [id=21, op=Placeholder]; -"22 inception_v3/batch_normalization_1/mul/ReadVariableOp" [id=22, op=ReadVariableOp]; -"23 inception_v3/batch_normalization_1/mul" [id=23, op=Mul]; -"24 inception_v3/batch_normalization_1/scale" [id=24, op=Const]; -"25 inception_v3/batch_normalization_1/FusedBatchNormV3/ReadVariableOp/resource" [id=25, op=Placeholder]; -"26 inception_v3/batch_normalization_1/FusedBatchNormV3/ReadVariableOp" [id=26, op=ReadVariableOp]; -"27 inception_v3/batch_normalization_1/FusedBatchNormV3/ReadVariableOp_1/resource" [id=27, op=Placeholder]; -"28 inception_v3/batch_normalization_1/FusedBatchNormV3/ReadVariableOp_1" [id=28, op=ReadVariableOp]; -"29 inception_v3/batch_normalization_1/FusedBatchNormV3" [id=29, op=FusedBatchNormV3]; -"30 inception_v3/activation_1/Relu" [id=30, op=Relu]; -"31 inception_v3/conv2d_2/ReadVariableOp/resource" [id=31, op=Placeholder]; -"32 inception_v3/conv2d_2/ReadVariableOp" [id=32, op=ReadVariableOp]; -"33 inception_v3/conv2d_2/mul/ReadVariableOp/resource" [id=33, op=Placeholder]; -"34 inception_v3/conv2d_2/mul/ReadVariableOp" [id=34, op=ReadVariableOp]; -"35 inception_v3/conv2d_2/mul" [id=35, op=Mul]; -"36 inception_v3/conv2d_2/Conv2D" [id=36, op=Conv2D]; -"37 inception_v3/batch_normalization_2/ReadVariableOp/resource" [id=37, op=Placeholder]; -"38 inception_v3/batch_normalization_2/ReadVariableOp" [id=38, op=ReadVariableOp]; -"39 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inception_v3/conv2d_91/mul/ReadVariableOp" -> "1602 inception_v3/conv2d_91/mul"; -"1602 inception_v3/conv2d_91/mul" -> "1603 inception_v3/conv2d_91/Conv2D"; -"1603 inception_v3/conv2d_91/Conv2D" -> "1643 inception_v3/batch_normalization_91/FusedBatchNormV3"; -"1604 inception_v3/conv2d_88/ReadVariableOp/resource" -> "1605 inception_v3/conv2d_88/ReadVariableOp"; -"1605 inception_v3/conv2d_88/ReadVariableOp" -> "1608 inception_v3/conv2d_88/mul"; -"1606 inception_v3/conv2d_88/mul/ReadVariableOp/resource" -> "1607 inception_v3/conv2d_88/mul/ReadVariableOp"; -"1607 inception_v3/conv2d_88/mul/ReadVariableOp" -> "1608 inception_v3/conv2d_88/mul"; -"1608 inception_v3/conv2d_88/mul" -> "1609 inception_v3/conv2d_88/Conv2D"; -"1609 inception_v3/conv2d_88/Conv2D" -> "1654 inception_v3/batch_normalization_88/FusedBatchNormV3"; -"1610 inception_v3/conv2d_87/ReadVariableOp/resource" -> "1611 inception_v3/conv2d_87/ReadVariableOp"; -"1611 inception_v3/conv2d_87/ReadVariableOp" -> "1614 inception_v3/conv2d_87/mul"; -"1612 inception_v3/conv2d_87/mul/ReadVariableOp/resource" -> "1613 inception_v3/conv2d_87/mul/ReadVariableOp"; -"1613 inception_v3/conv2d_87/mul/ReadVariableOp" -> "1614 inception_v3/conv2d_87/mul"; -"1614 inception_v3/conv2d_87/mul" -> "1615 inception_v3/conv2d_87/Conv2D"; -"1615 inception_v3/conv2d_87/Conv2D" -> "1665 inception_v3/batch_normalization_87/FusedBatchNormV3"; -"1616 inception_v3/conv2d_93/ReadVariableOp/resource" -> "1617 inception_v3/conv2d_93/ReadVariableOp"; -"1617 inception_v3/conv2d_93/ReadVariableOp" -> "1620 inception_v3/conv2d_93/mul"; -"1618 inception_v3/conv2d_93/mul/ReadVariableOp/resource" -> "1619 inception_v3/conv2d_93/mul/ReadVariableOp"; -"1619 inception_v3/conv2d_93/mul/ReadVariableOp" -> "1620 inception_v3/conv2d_93/mul"; -"1620 inception_v3/conv2d_93/mul" -> "1621 inception_v3/conv2d_93/Conv2D"; -"1621 inception_v3/conv2d_93/Conv2D" -> "1682 inception_v3/batch_normalization_93/FusedBatchNormV3"; -"1622 inception_v3/batch_normalization_92/ReadVariableOp/resource" -> "1623 inception_v3/batch_normalization_92/ReadVariableOp"; -"1623 inception_v3/batch_normalization_92/ReadVariableOp" -> "1626 inception_v3/batch_normalization_92/mul"; -"1624 inception_v3/batch_normalization_92/mul/ReadVariableOp/resource" -> "1625 inception_v3/batch_normalization_92/mul/ReadVariableOp"; -"1625 inception_v3/batch_normalization_92/mul/ReadVariableOp" -> "1626 inception_v3/batch_normalization_92/mul"; -"1626 inception_v3/batch_normalization_92/mul" -> "1632 inception_v3/batch_normalization_92/FusedBatchNormV3"; -"1627 inception_v3/batch_normalization_92/scale" -> "1632 inception_v3/batch_normalization_92/FusedBatchNormV3"; -"1628 inception_v3/batch_normalization_92/FusedBatchNormV3/ReadVariableOp/resource" -> "1629 inception_v3/batch_normalization_92/FusedBatchNormV3/ReadVariableOp"; -"1629 inception_v3/batch_normalization_92/FusedBatchNormV3/ReadVariableOp" -> "1632 inception_v3/batch_normalization_92/FusedBatchNormV3"; -"1630 inception_v3/batch_normalization_92/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1631 inception_v3/batch_normalization_92/FusedBatchNormV3/ReadVariableOp_1"; -"1631 inception_v3/batch_normalization_92/FusedBatchNormV3/ReadVariableOp_1" -> "1632 inception_v3/batch_normalization_92/FusedBatchNormV3"; -"1632 inception_v3/batch_normalization_92/FusedBatchNormV3" -> "1684 inception_v3/activation_92/Relu"; -"1633 inception_v3/batch_normalization_91/ReadVariableOp/resource" -> "1634 inception_v3/batch_normalization_91/ReadVariableOp"; -"1634 inception_v3/batch_normalization_91/ReadVariableOp" -> "1637 inception_v3/batch_normalization_91/mul"; -"1635 inception_v3/batch_normalization_91/mul/ReadVariableOp/resource" -> "1636 inception_v3/batch_normalization_91/mul/ReadVariableOp"; -"1636 inception_v3/batch_normalization_91/mul/ReadVariableOp" -> "1637 inception_v3/batch_normalization_91/mul"; -"1637 inception_v3/batch_normalization_91/mul" -> "1643 inception_v3/batch_normalization_91/FusedBatchNormV3"; -"1638 inception_v3/batch_normalization_91/scale" -> "1643 inception_v3/batch_normalization_91/FusedBatchNormV3"; -"1639 inception_v3/batch_normalization_91/FusedBatchNormV3/ReadVariableOp/resource" -> "1640 inception_v3/batch_normalization_91/FusedBatchNormV3/ReadVariableOp"; -"1640 inception_v3/batch_normalization_91/FusedBatchNormV3/ReadVariableOp" -> "1643 inception_v3/batch_normalization_91/FusedBatchNormV3"; -"1641 inception_v3/batch_normalization_91/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1642 inception_v3/batch_normalization_91/FusedBatchNormV3/ReadVariableOp_1"; -"1642 inception_v3/batch_normalization_91/FusedBatchNormV3/ReadVariableOp_1" -> "1643 inception_v3/batch_normalization_91/FusedBatchNormV3"; -"1643 inception_v3/batch_normalization_91/FusedBatchNormV3" -> "1683 inception_v3/activation_91/Relu"; -"1644 inception_v3/batch_normalization_88/ReadVariableOp/resource" -> "1645 inception_v3/batch_normalization_88/ReadVariableOp"; -"1645 inception_v3/batch_normalization_88/ReadVariableOp" -> "1648 inception_v3/batch_normalization_88/mul"; -"1646 inception_v3/batch_normalization_88/mul/ReadVariableOp/resource" -> "1647 inception_v3/batch_normalization_88/mul/ReadVariableOp"; -"1647 inception_v3/batch_normalization_88/mul/ReadVariableOp" -> "1648 inception_v3/batch_normalization_88/mul"; -"1648 inception_v3/batch_normalization_88/mul" -> "1654 inception_v3/batch_normalization_88/FusedBatchNormV3"; -"1649 inception_v3/batch_normalization_88/scale" -> "1654 inception_v3/batch_normalization_88/FusedBatchNormV3"; -"1650 inception_v3/batch_normalization_88/FusedBatchNormV3/ReadVariableOp/resource" -> "1651 inception_v3/batch_normalization_88/FusedBatchNormV3/ReadVariableOp"; -"1651 inception_v3/batch_normalization_88/FusedBatchNormV3/ReadVariableOp" -> "1654 inception_v3/batch_normalization_88/FusedBatchNormV3"; -"1652 inception_v3/batch_normalization_88/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1653 inception_v3/batch_normalization_88/FusedBatchNormV3/ReadVariableOp_1"; -"1653 inception_v3/batch_normalization_88/FusedBatchNormV3/ReadVariableOp_1" -> "1654 inception_v3/batch_normalization_88/FusedBatchNormV3"; -"1654 inception_v3/batch_normalization_88/FusedBatchNormV3" -> "1686 inception_v3/activation_88/Relu"; -"1655 inception_v3/batch_normalization_87/ReadVariableOp/resource" -> "1656 inception_v3/batch_normalization_87/ReadVariableOp"; -"1656 inception_v3/batch_normalization_87/ReadVariableOp" -> "1659 inception_v3/batch_normalization_87/mul"; -"1657 inception_v3/batch_normalization_87/mul/ReadVariableOp/resource" -> "1658 inception_v3/batch_normalization_87/mul/ReadVariableOp"; -"1658 inception_v3/batch_normalization_87/mul/ReadVariableOp" -> "1659 inception_v3/batch_normalization_87/mul"; -"1659 inception_v3/batch_normalization_87/mul" -> "1665 inception_v3/batch_normalization_87/FusedBatchNormV3"; -"1660 inception_v3/batch_normalization_87/scale" -> "1665 inception_v3/batch_normalization_87/FusedBatchNormV3"; -"1661 inception_v3/batch_normalization_87/FusedBatchNormV3/ReadVariableOp/resource" -> "1662 inception_v3/batch_normalization_87/FusedBatchNormV3/ReadVariableOp"; -"1662 inception_v3/batch_normalization_87/FusedBatchNormV3/ReadVariableOp" -> "1665 inception_v3/batch_normalization_87/FusedBatchNormV3"; -"1663 inception_v3/batch_normalization_87/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1664 inception_v3/batch_normalization_87/FusedBatchNormV3/ReadVariableOp_1"; -"1664 inception_v3/batch_normalization_87/FusedBatchNormV3/ReadVariableOp_1" -> "1665 inception_v3/batch_normalization_87/FusedBatchNormV3"; -"1665 inception_v3/batch_normalization_87/FusedBatchNormV3" -> "1685 inception_v3/activation_87/Relu"; -"1666 inception_v3/conv2d_85/ReadVariableOp/resource" -> "1667 inception_v3/conv2d_85/ReadVariableOp"; -"1667 inception_v3/conv2d_85/ReadVariableOp" -> "1670 inception_v3/conv2d_85/mul"; -"1668 inception_v3/conv2d_85/mul/ReadVariableOp/resource" -> "1669 inception_v3/conv2d_85/mul/ReadVariableOp"; -"1669 inception_v3/conv2d_85/mul/ReadVariableOp" -> "1670 inception_v3/conv2d_85/mul"; -"1670 inception_v3/conv2d_85/mul" -> "1671 inception_v3/conv2d_85/Conv2D"; -"1671 inception_v3/conv2d_85/Conv2D" -> "1697 inception_v3/batch_normalization_85/FusedBatchNormV3"; -"1672 inception_v3/batch_normalization_93/ReadVariableOp/resource" -> "1673 inception_v3/batch_normalization_93/ReadVariableOp"; -"1673 inception_v3/batch_normalization_93/ReadVariableOp" -> "1676 inception_v3/batch_normalization_93/mul"; -"1674 inception_v3/batch_normalization_93/mul/ReadVariableOp/resource" -> "1675 inception_v3/batch_normalization_93/mul/ReadVariableOp"; -"1675 inception_v3/batch_normalization_93/mul/ReadVariableOp" -> "1676 inception_v3/batch_normalization_93/mul"; -"1676 inception_v3/batch_normalization_93/mul" -> "1682 inception_v3/batch_normalization_93/FusedBatchNormV3"; -"1677 inception_v3/batch_normalization_93/scale" -> "1682 inception_v3/batch_normalization_93/FusedBatchNormV3"; -"1678 inception_v3/batch_normalization_93/FusedBatchNormV3/ReadVariableOp/resource" -> "1679 inception_v3/batch_normalization_93/FusedBatchNormV3/ReadVariableOp"; -"1679 inception_v3/batch_normalization_93/FusedBatchNormV3/ReadVariableOp" -> "1682 inception_v3/batch_normalization_93/FusedBatchNormV3"; -"1680 inception_v3/batch_normalization_93/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1681 inception_v3/batch_normalization_93/FusedBatchNormV3/ReadVariableOp_1"; -"1681 inception_v3/batch_normalization_93/FusedBatchNormV3/ReadVariableOp_1" -> "1682 inception_v3/batch_normalization_93/FusedBatchNormV3"; -"1682 inception_v3/batch_normalization_93/FusedBatchNormV3" -> "1703 inception_v3/activation_93/Relu"; -"1683 inception_v3/activation_91/Relu" -> "1702 inception_v3/concatenate_1/concat"; -"1684 inception_v3/activation_92/Relu" -> "1702 inception_v3/concatenate_1/concat"; -"1685 inception_v3/activation_87/Relu" -> "1700 inception_v3/mixed9_1/concat"; -"1686 inception_v3/activation_88/Relu" -> "1700 inception_v3/mixed9_1/concat"; -"1687 inception_v3/batch_normalization_85/ReadVariableOp/resource" -> "1688 inception_v3/batch_normalization_85/ReadVariableOp"; -"1688 inception_v3/batch_normalization_85/ReadVariableOp" -> "1691 inception_v3/batch_normalization_85/mul"; -"1689 inception_v3/batch_normalization_85/mul/ReadVariableOp/resource" -> "1690 inception_v3/batch_normalization_85/mul/ReadVariableOp"; -"1690 inception_v3/batch_normalization_85/mul/ReadVariableOp" -> "1691 inception_v3/batch_normalization_85/mul"; -"1691 inception_v3/batch_normalization_85/mul" -> "1697 inception_v3/batch_normalization_85/FusedBatchNormV3"; -"1692 inception_v3/batch_normalization_85/scale" -> "1697 inception_v3/batch_normalization_85/FusedBatchNormV3"; -"1693 inception_v3/batch_normalization_85/FusedBatchNormV3/ReadVariableOp/resource" -> "1694 inception_v3/batch_normalization_85/FusedBatchNormV3/ReadVariableOp"; -"1694 inception_v3/batch_normalization_85/FusedBatchNormV3/ReadVariableOp" -> "1697 inception_v3/batch_normalization_85/FusedBatchNormV3"; -"1695 inception_v3/batch_normalization_85/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1696 inception_v3/batch_normalization_85/FusedBatchNormV3/ReadVariableOp_1"; -"1696 inception_v3/batch_normalization_85/FusedBatchNormV3/ReadVariableOp_1" -> "1697 inception_v3/batch_normalization_85/FusedBatchNormV3"; -"1697 inception_v3/batch_normalization_85/FusedBatchNormV3" -> "1698 inception_v3/activation_85/Relu"; -"1698 inception_v3/activation_85/Relu" -> "1705 inception_v3/mixed10/concat"; -"1699 inception_v3/mixed9_1/concat/axis" -> "1700 inception_v3/mixed9_1/concat"; -"1700 inception_v3/mixed9_1/concat" -> "1705 inception_v3/mixed10/concat"; -"1701 inception_v3/concatenate_1/concat/axis" -> "1702 inception_v3/concatenate_1/concat"; -"1702 inception_v3/concatenate_1/concat" -> "1705 inception_v3/mixed10/concat"; -"1703 inception_v3/activation_93/Relu" -> "1705 inception_v3/mixed10/concat"; -"1704 inception_v3/mixed10/concat/axis" -> "1705 inception_v3/mixed10/concat"; -"1705 inception_v3/mixed10/concat" -> "1707 inception_v3/avg_pool/Mean"; -"1706 inception_v3/avg_pool/Mean/reduction_indices" -> "1707 inception_v3/avg_pool/Mean"; -"1707 inception_v3/avg_pool/Mean" -> "1710 inception_v3/predictions/MatMul"; -"1708 inception_v3/predictions/MatMul/ReadVariableOp/resource" -> "1709 inception_v3/predictions/MatMul/ReadVariableOp"; -"1709 inception_v3/predictions/MatMul/ReadVariableOp" -> "1710 inception_v3/predictions/MatMul"; -"1710 inception_v3/predictions/MatMul" -> "1713 inception_v3/predictions/BiasAdd"; -"1711 inception_v3/predictions/BiasAdd/ReadVariableOp/resource" -> "1712 inception_v3/predictions/BiasAdd/ReadVariableOp"; -"1712 inception_v3/predictions/BiasAdd/ReadVariableOp" -> "1713 inception_v3/predictions/BiasAdd"; -"1713 inception_v3/predictions/BiasAdd" -> "1714 inception_v3/predictions/Softmax"; -"1714 inception_v3/predictions/Softmax" -> "1715 Identity"; -} diff --git a/tests/tensorflow/data/reference_graphs/2.8/pruning/filter_pruning/mobilenet_v1.pb b/tests/tensorflow/data/reference_graphs/2.8/pruning/filter_pruning/mobilenet_v1.pb deleted file mode 100644 index 763ee50d2d3..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.8/pruning/filter_pruning/mobilenet_v1.pb +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:3c0e5d66de5205c7b73605000bbbff0c3386704fb0fd4e6e30052ed38fee911d -size 113487 diff --git a/tests/tensorflow/data/reference_graphs/2.8/pruning/filter_pruning/mobilenet_v2.pb b/tests/tensorflow/data/reference_graphs/2.8/pruning/filter_pruning/mobilenet_v2.pb deleted file mode 100644 index 8ab4782333a..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.8/pruning/filter_pruning/mobilenet_v2.pb +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:4d1e2f53b15c680d2bf035b54d4daab7a4f023c2222f60f2009850058f136cb8 -size 242370 diff --git a/tests/tensorflow/data/reference_graphs/2.8/pruning/filter_pruning/mobilenet_v3_large.pb b/tests/tensorflow/data/reference_graphs/2.8/pruning/filter_pruning/mobilenet_v3_large.pb deleted file mode 100644 index 2647c94cb72..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.8/pruning/filter_pruning/mobilenet_v3_large.pb +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:4bd5df83f996a6fd52763477a537afd351beebee8946bdefd7d5f85d7c159fe7 -size 324133 diff --git a/tests/tensorflow/data/reference_graphs/2.8/pruning/filter_pruning/mobilenet_v3_small.pb b/tests/tensorflow/data/reference_graphs/2.8/pruning/filter_pruning/mobilenet_v3_small.pb deleted file mode 100644 index d51ddb33f69..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.8/pruning/filter_pruning/mobilenet_v3_small.pb +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:b13e76f36752cbc1336824d32cd08d866a5b18d065fa48d7a78693ae4de7be4f -size 270009 diff --git a/tests/tensorflow/data/reference_graphs/2.8/pruning/filter_pruning/resnet50.pb b/tests/tensorflow/data/reference_graphs/2.8/pruning/filter_pruning/resnet50.pb deleted file mode 100644 index d919028265c..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.8/pruning/filter_pruning/resnet50.pb +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:7517b96589f6393239b7a85bfa31a19f46fdef093e96984fd21c58989efae58a -size 246894 diff --git a/tests/tensorflow/data/reference_graphs/2.8/pruning/filter_pruning/retinanet.pb b/tests/tensorflow/data/reference_graphs/2.8/pruning/filter_pruning/retinanet.pb deleted file mode 100644 index f017b7259c8..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.8/pruning/filter_pruning/retinanet.pb +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:05409b49a03d6bf1549078588876b04421ff1afb17322cc548e2a3ceb818bd1d -size 762132 diff --git a/tests/tensorflow/data/reference_graphs/2.8/pruning/filter_pruning/sequential_model.pb b/tests/tensorflow/data/reference_graphs/2.8/pruning/filter_pruning/sequential_model.pb deleted file mode 100644 index 0c3f6be20f4..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.8/pruning/filter_pruning/sequential_model.pb +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:f9fd9b3673dc084c2c4b39a777a5527ebc3e784c7ad53dbb41fb358d5e8d0c43 -size 4677 diff --git a/tests/tensorflow/data/reference_graphs/2.8/pruning/filter_pruning/sequential_no_input_model.pb b/tests/tensorflow/data/reference_graphs/2.8/pruning/filter_pruning/sequential_no_input_model.pb deleted file mode 100644 index 0c3f6be20f4..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.8/pruning/filter_pruning/sequential_no_input_model.pb +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:f9fd9b3673dc084c2c4b39a777a5527ebc3e784c7ad53dbb41fb358d5e8d0c43 -size 4677 diff --git a/tests/tensorflow/data/reference_graphs/2.8/pruning/filter_pruning/shared_layers_model.pb b/tests/tensorflow/data/reference_graphs/2.8/pruning/filter_pruning/shared_layers_model.pb deleted file mode 100644 index d96940526d5..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.8/pruning/filter_pruning/shared_layers_model.pb +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:85628abb86a1aaedf96c61aa208a9b7f495ffba2a1c37de783bda37e1f7cf9d4 -size 10478 diff --git a/tests/tensorflow/data/reference_graphs/2.8/pruning/filter_pruning/vgg16.pb b/tests/tensorflow/data/reference_graphs/2.8/pruning/filter_pruning/vgg16.pb deleted file mode 100644 index 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-"374 inception_v3/activation_5/fake_quantize/unified_scale_group/AsymmQuant_2/Abs/ReadVariableOp" -> "375 inception_v3/activation_5/fake_quantize/unified_scale_group/AsymmQuant_2/Abs"; -"375 inception_v3/activation_5/fake_quantize/unified_scale_group/AsymmQuant_2/Abs" -> "377 inception_v3/activation_5/fake_quantize/unified_scale_group/AsymmQuant_2/add"; -"376 inception_v3/activation_5/fake_quantize/unified_scale_group/AsymmQuant_2/add/y" -> "377 inception_v3/activation_5/fake_quantize/unified_scale_group/AsymmQuant_2/add"; -"377 inception_v3/activation_5/fake_quantize/unified_scale_group/AsymmQuant_2/add" -> "379 inception_v3/activation_5/fake_quantize/unified_scale_group/AsymmQuant_2/add_1"; -"378 inception_v3/activation_5/fake_quantize/unified_scale_group/AsymmQuant_2/ReadVariableOp" -> "379 inception_v3/activation_5/fake_quantize/unified_scale_group/AsymmQuant_2/add_1"; -"379 inception_v3/activation_5/fake_quantize/unified_scale_group/AsymmQuant_2/add_1" -> "381 inception_v3/activation_5/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars"; -"380 inception_v3/activation_5/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars/ReadVariableOp" -> "381 inception_v3/activation_5/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars"; -"381 inception_v3/activation_5/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars" -> "391 inception_v3/mixed0/concat"; -"382 inception_v3/activation_5/fake_quantize/unified_scale_group/AsymmQuant_3/Abs/ReadVariableOp" -> "383 inception_v3/activation_5/fake_quantize/unified_scale_group/AsymmQuant_3/Abs"; -"383 inception_v3/activation_5/fake_quantize/unified_scale_group/AsymmQuant_3/Abs" -> "385 inception_v3/activation_5/fake_quantize/unified_scale_group/AsymmQuant_3/add"; -"384 inception_v3/activation_5/fake_quantize/unified_scale_group/AsymmQuant_3/add/y" -> "385 inception_v3/activation_5/fake_quantize/unified_scale_group/AsymmQuant_3/add"; -"385 inception_v3/activation_5/fake_quantize/unified_scale_group/AsymmQuant_3/add" -> "387 inception_v3/activation_5/fake_quantize/unified_scale_group/AsymmQuant_3/add_1"; -"386 inception_v3/activation_5/fake_quantize/unified_scale_group/AsymmQuant_3/ReadVariableOp" -> "387 inception_v3/activation_5/fake_quantize/unified_scale_group/AsymmQuant_3/add_1"; -"387 inception_v3/activation_5/fake_quantize/unified_scale_group/AsymmQuant_3/add_1" -> "389 inception_v3/activation_5/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars"; -"388 inception_v3/activation_5/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars/ReadVariableOp" -> "389 inception_v3/activation_5/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars"; -"389 inception_v3/activation_5/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars" -> "391 inception_v3/mixed0/concat"; -"390 inception_v3/mixed0/concat/axis" -> "391 inception_v3/mixed0/concat"; -"391 inception_v3/mixed0/concat" -> "403 inception_v3/conv2d_15/Conv2D"; -"391 inception_v3/mixed0/concat" -> "446 inception_v3/conv2d_13/Conv2D"; -"391 inception_v3/mixed0/concat" -> "463 inception_v3/average_pooling2d_1/AvgPool"; -"391 inception_v3/mixed0/concat" -> "543 inception_v3/conv2d_12/Conv2D"; -"392 inception_v3/conv2d_15/SymmQuant/Abs/ReadVariableOp/resource" -> "393 inception_v3/conv2d_15/SymmQuant/Abs/ReadVariableOp"; -"393 inception_v3/conv2d_15/SymmQuant/Abs/ReadVariableOp" -> "394 inception_v3/conv2d_15/SymmQuant/Abs"; -"394 inception_v3/conv2d_15/SymmQuant/Abs" -> "396 inception_v3/conv2d_15/SymmQuant/add"; -"395 inception_v3/conv2d_15/SymmQuant/add/y" -> "396 inception_v3/conv2d_15/SymmQuant/add"; -"396 inception_v3/conv2d_15/SymmQuant/add" -> "399 inception_v3/conv2d_15/SymmQuant/mul"; -"396 inception_v3/conv2d_15/SymmQuant/add" -> "402 inception_v3/conv2d_15/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"397 inception_v3/conv2d_15/SymmQuant/mul/ReadVariableOp/resource" -> "398 inception_v3/conv2d_15/SymmQuant/mul/ReadVariableOp"; -"398 inception_v3/conv2d_15/SymmQuant/mul/ReadVariableOp" -> "399 inception_v3/conv2d_15/SymmQuant/mul"; -"399 inception_v3/conv2d_15/SymmQuant/mul" -> "402 inception_v3/conv2d_15/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"400 inception_v3/conv2d_15/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "401 inception_v3/conv2d_15/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"401 inception_v3/conv2d_15/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "402 inception_v3/conv2d_15/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"402 inception_v3/conv2d_15/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "403 inception_v3/conv2d_15/Conv2D"; -"403 inception_v3/conv2d_15/Conv2D" -> "411 inception_v3/batch_normalization_15/FusedBatchNormV3"; -"404 inception_v3/batch_normalization_15/scale" -> "411 inception_v3/batch_normalization_15/FusedBatchNormV3"; -"405 inception_v3/batch_normalization_15/ReadVariableOp/resource" -> "406 inception_v3/batch_normalization_15/ReadVariableOp"; -"406 inception_v3/batch_normalization_15/ReadVariableOp" -> "411 inception_v3/batch_normalization_15/FusedBatchNormV3"; -"407 inception_v3/batch_normalization_15/FusedBatchNormV3/ReadVariableOp/resource" -> "408 inception_v3/batch_normalization_15/FusedBatchNormV3/ReadVariableOp"; -"408 inception_v3/batch_normalization_15/FusedBatchNormV3/ReadVariableOp" -> "411 inception_v3/batch_normalization_15/FusedBatchNormV3"; -"409 inception_v3/batch_normalization_15/FusedBatchNormV3/ReadVariableOp_1/resource" -> "410 inception_v3/batch_normalization_15/FusedBatchNormV3/ReadVariableOp_1"; -"410 inception_v3/batch_normalization_15/FusedBatchNormV3/ReadVariableOp_1" -> "411 inception_v3/batch_normalization_15/FusedBatchNormV3"; -"411 inception_v3/batch_normalization_15/FusedBatchNormV3" -> "412 inception_v3/activation_15/Relu"; -"412 inception_v3/activation_15/Relu" -> "422 inception_v3/activation_15/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"413 inception_v3/activation_15/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "414 inception_v3/activation_15/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"414 inception_v3/activation_15/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "415 inception_v3/activation_15/fake_quantize/AsymmQuant/Abs"; -"415 inception_v3/activation_15/fake_quantize/AsymmQuant/Abs" -> "417 inception_v3/activation_15/fake_quantize/AsymmQuant/add"; -"416 inception_v3/activation_15/fake_quantize/AsymmQuant/add/y" -> "417 inception_v3/activation_15/fake_quantize/AsymmQuant/add"; -"417 inception_v3/activation_15/fake_quantize/AsymmQuant/add" -> "420 inception_v3/activation_15/fake_quantize/AsymmQuant/add_1"; -"418 inception_v3/activation_15/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "419 inception_v3/activation_15/fake_quantize/AsymmQuant/ReadVariableOp"; -"418 inception_v3/activation_15/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "421 inception_v3/activation_15/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"419 inception_v3/activation_15/fake_quantize/AsymmQuant/ReadVariableOp" -> "420 inception_v3/activation_15/fake_quantize/AsymmQuant/add_1"; -"420 inception_v3/activation_15/fake_quantize/AsymmQuant/add_1" -> "422 inception_v3/activation_15/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"421 inception_v3/activation_15/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "422 inception_v3/activation_15/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"422 inception_v3/activation_15/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "434 inception_v3/conv2d_16/Conv2D"; -"423 inception_v3/conv2d_16/SymmQuant/Abs/ReadVariableOp/resource" -> "424 inception_v3/conv2d_16/SymmQuant/Abs/ReadVariableOp"; -"424 inception_v3/conv2d_16/SymmQuant/Abs/ReadVariableOp" -> "425 inception_v3/conv2d_16/SymmQuant/Abs"; -"425 inception_v3/conv2d_16/SymmQuant/Abs" -> "427 inception_v3/conv2d_16/SymmQuant/add"; -"426 inception_v3/conv2d_16/SymmQuant/add/y" -> "427 inception_v3/conv2d_16/SymmQuant/add"; -"427 inception_v3/conv2d_16/SymmQuant/add" -> "430 inception_v3/conv2d_16/SymmQuant/mul"; -"427 inception_v3/conv2d_16/SymmQuant/add" -> "433 inception_v3/conv2d_16/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"428 inception_v3/conv2d_16/SymmQuant/mul/ReadVariableOp/resource" -> "429 inception_v3/conv2d_16/SymmQuant/mul/ReadVariableOp"; -"429 inception_v3/conv2d_16/SymmQuant/mul/ReadVariableOp" -> "430 inception_v3/conv2d_16/SymmQuant/mul"; -"430 inception_v3/conv2d_16/SymmQuant/mul" -> "433 inception_v3/conv2d_16/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"431 inception_v3/conv2d_16/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "432 inception_v3/conv2d_16/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"432 inception_v3/conv2d_16/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "433 inception_v3/conv2d_16/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"433 inception_v3/conv2d_16/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "434 inception_v3/conv2d_16/Conv2D"; -"434 inception_v3/conv2d_16/Conv2D" -> "454 inception_v3/batch_normalization_16/FusedBatchNormV3"; -"435 inception_v3/conv2d_13/SymmQuant/Abs/ReadVariableOp/resource" -> "436 inception_v3/conv2d_13/SymmQuant/Abs/ReadVariableOp"; -"436 inception_v3/conv2d_13/SymmQuant/Abs/ReadVariableOp" -> "437 inception_v3/conv2d_13/SymmQuant/Abs"; -"437 inception_v3/conv2d_13/SymmQuant/Abs" -> "439 inception_v3/conv2d_13/SymmQuant/add"; -"438 inception_v3/conv2d_13/SymmQuant/add/y" -> "439 inception_v3/conv2d_13/SymmQuant/add"; -"439 inception_v3/conv2d_13/SymmQuant/add" -> "442 inception_v3/conv2d_13/SymmQuant/mul"; -"439 inception_v3/conv2d_13/SymmQuant/add" -> "445 inception_v3/conv2d_13/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"440 inception_v3/conv2d_13/SymmQuant/mul/ReadVariableOp/resource" -> "441 inception_v3/conv2d_13/SymmQuant/mul/ReadVariableOp"; -"441 inception_v3/conv2d_13/SymmQuant/mul/ReadVariableOp" -> "442 inception_v3/conv2d_13/SymmQuant/mul"; -"442 inception_v3/conv2d_13/SymmQuant/mul" -> "445 inception_v3/conv2d_13/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"443 inception_v3/conv2d_13/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "444 inception_v3/conv2d_13/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"444 inception_v3/conv2d_13/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "445 inception_v3/conv2d_13/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"445 inception_v3/conv2d_13/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "446 inception_v3/conv2d_13/Conv2D"; -"446 inception_v3/conv2d_13/Conv2D" -> "462 inception_v3/batch_normalization_13/FusedBatchNormV3"; -"447 inception_v3/batch_normalization_16/scale" -> "454 inception_v3/batch_normalization_16/FusedBatchNormV3"; -"448 inception_v3/batch_normalization_16/ReadVariableOp/resource" -> "449 inception_v3/batch_normalization_16/ReadVariableOp"; -"449 inception_v3/batch_normalization_16/ReadVariableOp" -> "454 inception_v3/batch_normalization_16/FusedBatchNormV3"; -"450 inception_v3/batch_normalization_16/FusedBatchNormV3/ReadVariableOp/resource" -> "451 inception_v3/batch_normalization_16/FusedBatchNormV3/ReadVariableOp"; -"451 inception_v3/batch_normalization_16/FusedBatchNormV3/ReadVariableOp" -> "454 inception_v3/batch_normalization_16/FusedBatchNormV3"; -"452 inception_v3/batch_normalization_16/FusedBatchNormV3/ReadVariableOp_1/resource" -> "453 inception_v3/batch_normalization_16/FusedBatchNormV3/ReadVariableOp_1"; -"453 inception_v3/batch_normalization_16/FusedBatchNormV3/ReadVariableOp_1" -> "454 inception_v3/batch_normalization_16/FusedBatchNormV3"; -"454 inception_v3/batch_normalization_16/FusedBatchNormV3" -> "464 inception_v3/activation_16/Relu"; -"455 inception_v3/batch_normalization_13/scale" -> "462 inception_v3/batch_normalization_13/FusedBatchNormV3"; -"456 inception_v3/batch_normalization_13/ReadVariableOp/resource" -> "457 inception_v3/batch_normalization_13/ReadVariableOp"; -"457 inception_v3/batch_normalization_13/ReadVariableOp" -> "462 inception_v3/batch_normalization_13/FusedBatchNormV3"; -"458 inception_v3/batch_normalization_13/FusedBatchNormV3/ReadVariableOp/resource" -> "459 inception_v3/batch_normalization_13/FusedBatchNormV3/ReadVariableOp"; -"459 inception_v3/batch_normalization_13/FusedBatchNormV3/ReadVariableOp" -> "462 inception_v3/batch_normalization_13/FusedBatchNormV3"; -"460 inception_v3/batch_normalization_13/FusedBatchNormV3/ReadVariableOp_1/resource" -> "461 inception_v3/batch_normalization_13/FusedBatchNormV3/ReadVariableOp_1"; -"461 inception_v3/batch_normalization_13/FusedBatchNormV3/ReadVariableOp_1" -> "462 inception_v3/batch_normalization_13/FusedBatchNormV3"; -"462 inception_v3/batch_normalization_13/FusedBatchNormV3" -> "465 inception_v3/activation_13/Relu"; -"463 inception_v3/average_pooling2d_1/AvgPool" -> "475 inception_v3/average_pooling2d_1/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"464 inception_v3/activation_16/Relu" -> "485 inception_v3/activation_16/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"465 inception_v3/activation_13/Relu" -> "495 inception_v3/activation_13/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"466 inception_v3/average_pooling2d_1/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "467 inception_v3/average_pooling2d_1/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"467 inception_v3/average_pooling2d_1/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "468 inception_v3/average_pooling2d_1/fake_quantize/AsymmQuant/Abs"; -"468 inception_v3/average_pooling2d_1/fake_quantize/AsymmQuant/Abs" -> "470 inception_v3/average_pooling2d_1/fake_quantize/AsymmQuant/add"; -"469 inception_v3/average_pooling2d_1/fake_quantize/AsymmQuant/add/y" -> "470 inception_v3/average_pooling2d_1/fake_quantize/AsymmQuant/add"; -"470 inception_v3/average_pooling2d_1/fake_quantize/AsymmQuant/add" -> "473 inception_v3/average_pooling2d_1/fake_quantize/AsymmQuant/add_1"; -"471 inception_v3/average_pooling2d_1/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "472 inception_v3/average_pooling2d_1/fake_quantize/AsymmQuant/ReadVariableOp"; -"471 inception_v3/average_pooling2d_1/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "474 inception_v3/average_pooling2d_1/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"472 inception_v3/average_pooling2d_1/fake_quantize/AsymmQuant/ReadVariableOp" -> "473 inception_v3/average_pooling2d_1/fake_quantize/AsymmQuant/add_1"; -"473 inception_v3/average_pooling2d_1/fake_quantize/AsymmQuant/add_1" -> "475 inception_v3/average_pooling2d_1/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"474 inception_v3/average_pooling2d_1/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "475 inception_v3/average_pooling2d_1/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"475 inception_v3/average_pooling2d_1/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "507 inception_v3/conv2d_18/Conv2D"; -"476 inception_v3/activation_16/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "477 inception_v3/activation_16/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"477 inception_v3/activation_16/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "478 inception_v3/activation_16/fake_quantize/AsymmQuant/Abs"; -"478 inception_v3/activation_16/fake_quantize/AsymmQuant/Abs" -> "480 inception_v3/activation_16/fake_quantize/AsymmQuant/add"; -"479 inception_v3/activation_16/fake_quantize/AsymmQuant/add/y" -> "480 inception_v3/activation_16/fake_quantize/AsymmQuant/add"; -"480 inception_v3/activation_16/fake_quantize/AsymmQuant/add" -> "483 inception_v3/activation_16/fake_quantize/AsymmQuant/add_1"; -"481 inception_v3/activation_16/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "482 inception_v3/activation_16/fake_quantize/AsymmQuant/ReadVariableOp"; -"481 inception_v3/activation_16/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "484 inception_v3/activation_16/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"482 inception_v3/activation_16/fake_quantize/AsymmQuant/ReadVariableOp" -> "483 inception_v3/activation_16/fake_quantize/AsymmQuant/add_1"; -"483 inception_v3/activation_16/fake_quantize/AsymmQuant/add_1" -> "485 inception_v3/activation_16/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"484 inception_v3/activation_16/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "485 inception_v3/activation_16/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"485 inception_v3/activation_16/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "519 inception_v3/conv2d_17/Conv2D"; -"486 inception_v3/activation_13/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "487 inception_v3/activation_13/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"487 inception_v3/activation_13/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "488 inception_v3/activation_13/fake_quantize/AsymmQuant/Abs"; -"488 inception_v3/activation_13/fake_quantize/AsymmQuant/Abs" -> "490 inception_v3/activation_13/fake_quantize/AsymmQuant/add"; -"489 inception_v3/activation_13/fake_quantize/AsymmQuant/add/y" -> "490 inception_v3/activation_13/fake_quantize/AsymmQuant/add"; -"490 inception_v3/activation_13/fake_quantize/AsymmQuant/add" -> "493 inception_v3/activation_13/fake_quantize/AsymmQuant/add_1"; -"491 inception_v3/activation_13/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "492 inception_v3/activation_13/fake_quantize/AsymmQuant/ReadVariableOp"; -"491 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inception_v3/average_pooling2d_3/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1131 inception_v3/average_pooling2d_3/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"1131 inception_v3/average_pooling2d_3/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1132 inception_v3/average_pooling2d_3/fake_quantize/AsymmQuant/Abs"; -"1132 inception_v3/average_pooling2d_3/fake_quantize/AsymmQuant/Abs" -> "1134 inception_v3/average_pooling2d_3/fake_quantize/AsymmQuant/add"; -"1133 inception_v3/average_pooling2d_3/fake_quantize/AsymmQuant/add/y" -> "1134 inception_v3/average_pooling2d_3/fake_quantize/AsymmQuant/add"; -"1134 inception_v3/average_pooling2d_3/fake_quantize/AsymmQuant/add" -> "1137 inception_v3/average_pooling2d_3/fake_quantize/AsymmQuant/add_1"; -"1135 inception_v3/average_pooling2d_3/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1136 inception_v3/average_pooling2d_3/fake_quantize/AsymmQuant/ReadVariableOp"; -"1135 inception_v3/average_pooling2d_3/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1138 inception_v3/average_pooling2d_3/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1136 inception_v3/average_pooling2d_3/fake_quantize/AsymmQuant/ReadVariableOp" -> "1137 inception_v3/average_pooling2d_3/fake_quantize/AsymmQuant/add_1"; -"1137 inception_v3/average_pooling2d_3/fake_quantize/AsymmQuant/add_1" -> "1139 inception_v3/average_pooling2d_3/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1138 inception_v3/average_pooling2d_3/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1139 inception_v3/average_pooling2d_3/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1139 inception_v3/average_pooling2d_3/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1171 inception_v3/conv2d_39/Conv2D"; -"1140 inception_v3/activation_37/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1141 inception_v3/activation_37/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"1141 inception_v3/activation_37/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1142 inception_v3/activation_37/fake_quantize/AsymmQuant/Abs"; -"1142 inception_v3/activation_37/fake_quantize/AsymmQuant/Abs" -> "1144 inception_v3/activation_37/fake_quantize/AsymmQuant/add"; -"1143 inception_v3/activation_37/fake_quantize/AsymmQuant/add/y" -> "1144 inception_v3/activation_37/fake_quantize/AsymmQuant/add"; -"1144 inception_v3/activation_37/fake_quantize/AsymmQuant/add" -> "1147 inception_v3/activation_37/fake_quantize/AsymmQuant/add_1"; -"1145 inception_v3/activation_37/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1146 inception_v3/activation_37/fake_quantize/AsymmQuant/ReadVariableOp"; -"1145 inception_v3/activation_37/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1148 inception_v3/activation_37/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1146 inception_v3/activation_37/fake_quantize/AsymmQuant/ReadVariableOp" -> "1147 inception_v3/activation_37/fake_quantize/AsymmQuant/add_1"; -"1147 inception_v3/activation_37/fake_quantize/AsymmQuant/add_1" -> "1149 inception_v3/activation_37/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1148 inception_v3/activation_37/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1149 inception_v3/activation_37/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1149 inception_v3/activation_37/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1183 inception_v3/conv2d_38/Conv2D"; -"1150 inception_v3/activation_32/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1151 inception_v3/activation_32/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"1151 inception_v3/activation_32/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1152 inception_v3/activation_32/fake_quantize/AsymmQuant/Abs"; -"1152 inception_v3/activation_32/fake_quantize/AsymmQuant/Abs" -> "1154 inception_v3/activation_32/fake_quantize/AsymmQuant/add"; -"1153 inception_v3/activation_32/fake_quantize/AsymmQuant/add/y" -> "1154 inception_v3/activation_32/fake_quantize/AsymmQuant/add"; -"1154 inception_v3/activation_32/fake_quantize/AsymmQuant/add" -> "1157 inception_v3/activation_32/fake_quantize/AsymmQuant/add_1"; -"1155 inception_v3/activation_32/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1156 inception_v3/activation_32/fake_quantize/AsymmQuant/ReadVariableOp"; -"1155 inception_v3/activation_32/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1158 inception_v3/activation_32/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1156 inception_v3/activation_32/fake_quantize/AsymmQuant/ReadVariableOp" -> "1157 inception_v3/activation_32/fake_quantize/AsymmQuant/add_1"; -"1157 inception_v3/activation_32/fake_quantize/AsymmQuant/add_1" -> "1159 inception_v3/activation_32/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1158 inception_v3/activation_32/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1159 inception_v3/activation_32/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1159 inception_v3/activation_32/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1195 inception_v3/conv2d_33/Conv2D"; -"1160 inception_v3/conv2d_39/SymmQuant/Abs/ReadVariableOp/resource" -> "1161 inception_v3/conv2d_39/SymmQuant/Abs/ReadVariableOp"; -"1161 inception_v3/conv2d_39/SymmQuant/Abs/ReadVariableOp" -> "1162 inception_v3/conv2d_39/SymmQuant/Abs"; -"1162 inception_v3/conv2d_39/SymmQuant/Abs" -> "1164 inception_v3/conv2d_39/SymmQuant/add"; -"1163 inception_v3/conv2d_39/SymmQuant/add/y" -> "1164 inception_v3/conv2d_39/SymmQuant/add"; -"1164 inception_v3/conv2d_39/SymmQuant/add" -> "1167 inception_v3/conv2d_39/SymmQuant/mul"; -"1164 inception_v3/conv2d_39/SymmQuant/add" -> "1170 inception_v3/conv2d_39/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1165 inception_v3/conv2d_39/SymmQuant/mul/ReadVariableOp/resource" -> "1166 inception_v3/conv2d_39/SymmQuant/mul/ReadVariableOp"; -"1166 inception_v3/conv2d_39/SymmQuant/mul/ReadVariableOp" -> "1167 inception_v3/conv2d_39/SymmQuant/mul"; -"1167 inception_v3/conv2d_39/SymmQuant/mul" -> "1170 inception_v3/conv2d_39/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1168 inception_v3/conv2d_39/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1169 inception_v3/conv2d_39/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1169 inception_v3/conv2d_39/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1170 inception_v3/conv2d_39/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1170 inception_v3/conv2d_39/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1171 inception_v3/conv2d_39/Conv2D"; -"1171 inception_v3/conv2d_39/Conv2D" -> "1215 inception_v3/batch_normalization_39/FusedBatchNormV3"; -"1172 inception_v3/conv2d_38/SymmQuant/Abs/ReadVariableOp/resource" -> "1173 inception_v3/conv2d_38/SymmQuant/Abs/ReadVariableOp"; -"1173 inception_v3/conv2d_38/SymmQuant/Abs/ReadVariableOp" -> "1174 inception_v3/conv2d_38/SymmQuant/Abs"; -"1174 inception_v3/conv2d_38/SymmQuant/Abs" -> "1176 inception_v3/conv2d_38/SymmQuant/add"; -"1175 inception_v3/conv2d_38/SymmQuant/add/y" -> "1176 inception_v3/conv2d_38/SymmQuant/add"; -"1176 inception_v3/conv2d_38/SymmQuant/add" -> "1179 inception_v3/conv2d_38/SymmQuant/mul"; -"1176 inception_v3/conv2d_38/SymmQuant/add" -> "1182 inception_v3/conv2d_38/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1177 inception_v3/conv2d_38/SymmQuant/mul/ReadVariableOp/resource" -> "1178 inception_v3/conv2d_38/SymmQuant/mul/ReadVariableOp"; -"1178 inception_v3/conv2d_38/SymmQuant/mul/ReadVariableOp" -> "1179 inception_v3/conv2d_38/SymmQuant/mul"; -"1179 inception_v3/conv2d_38/SymmQuant/mul" -> "1182 inception_v3/conv2d_38/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1180 inception_v3/conv2d_38/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1181 inception_v3/conv2d_38/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1181 inception_v3/conv2d_38/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1182 inception_v3/conv2d_38/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1182 inception_v3/conv2d_38/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1183 inception_v3/conv2d_38/Conv2D"; -"1183 inception_v3/conv2d_38/Conv2D" -> "1223 inception_v3/batch_normalization_38/FusedBatchNormV3"; -"1184 inception_v3/conv2d_33/SymmQuant/Abs/ReadVariableOp/resource" -> "1185 inception_v3/conv2d_33/SymmQuant/Abs/ReadVariableOp"; -"1185 inception_v3/conv2d_33/SymmQuant/Abs/ReadVariableOp" -> "1186 inception_v3/conv2d_33/SymmQuant/Abs"; -"1186 inception_v3/conv2d_33/SymmQuant/Abs" -> "1188 inception_v3/conv2d_33/SymmQuant/add"; -"1187 inception_v3/conv2d_33/SymmQuant/add/y" -> "1188 inception_v3/conv2d_33/SymmQuant/add"; -"1188 inception_v3/conv2d_33/SymmQuant/add" -> "1191 inception_v3/conv2d_33/SymmQuant/mul"; -"1188 inception_v3/conv2d_33/SymmQuant/add" -> "1194 inception_v3/conv2d_33/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1189 inception_v3/conv2d_33/SymmQuant/mul/ReadVariableOp/resource" -> "1190 inception_v3/conv2d_33/SymmQuant/mul/ReadVariableOp"; -"1190 inception_v3/conv2d_33/SymmQuant/mul/ReadVariableOp" -> "1191 inception_v3/conv2d_33/SymmQuant/mul"; -"1191 inception_v3/conv2d_33/SymmQuant/mul" -> "1194 inception_v3/conv2d_33/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1192 inception_v3/conv2d_33/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1193 inception_v3/conv2d_33/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1193 inception_v3/conv2d_33/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1194 inception_v3/conv2d_33/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1194 inception_v3/conv2d_33/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1195 inception_v3/conv2d_33/Conv2D"; -"1195 inception_v3/conv2d_33/Conv2D" -> "1231 inception_v3/batch_normalization_33/FusedBatchNormV3"; -"1196 inception_v3/conv2d_30/SymmQuant/Abs/ReadVariableOp/resource" -> "1197 inception_v3/conv2d_30/SymmQuant/Abs/ReadVariableOp"; -"1197 inception_v3/conv2d_30/SymmQuant/Abs/ReadVariableOp" -> "1198 inception_v3/conv2d_30/SymmQuant/Abs"; -"1198 inception_v3/conv2d_30/SymmQuant/Abs" -> "1200 inception_v3/conv2d_30/SymmQuant/add"; -"1199 inception_v3/conv2d_30/SymmQuant/add/y" -> "1200 inception_v3/conv2d_30/SymmQuant/add"; -"1200 inception_v3/conv2d_30/SymmQuant/add" -> "1203 inception_v3/conv2d_30/SymmQuant/mul"; -"1200 inception_v3/conv2d_30/SymmQuant/add" -> "1206 inception_v3/conv2d_30/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1201 inception_v3/conv2d_30/SymmQuant/mul/ReadVariableOp/resource" -> "1202 inception_v3/conv2d_30/SymmQuant/mul/ReadVariableOp"; -"1202 inception_v3/conv2d_30/SymmQuant/mul/ReadVariableOp" -> "1203 inception_v3/conv2d_30/SymmQuant/mul"; -"1203 inception_v3/conv2d_30/SymmQuant/mul" -> "1206 inception_v3/conv2d_30/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1204 inception_v3/conv2d_30/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1205 inception_v3/conv2d_30/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1205 inception_v3/conv2d_30/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1206 inception_v3/conv2d_30/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1206 inception_v3/conv2d_30/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1207 inception_v3/conv2d_30/Conv2D"; -"1207 inception_v3/conv2d_30/Conv2D" -> "1239 inception_v3/batch_normalization_30/FusedBatchNormV3"; -"1208 inception_v3/batch_normalization_39/scale" -> "1215 inception_v3/batch_normalization_39/FusedBatchNormV3"; -"1209 inception_v3/batch_normalization_39/ReadVariableOp/resource" -> "1210 inception_v3/batch_normalization_39/ReadVariableOp"; -"1210 inception_v3/batch_normalization_39/ReadVariableOp" -> "1215 inception_v3/batch_normalization_39/FusedBatchNormV3"; -"1211 inception_v3/batch_normalization_39/FusedBatchNormV3/ReadVariableOp/resource" -> "1212 inception_v3/batch_normalization_39/FusedBatchNormV3/ReadVariableOp"; -"1212 inception_v3/batch_normalization_39/FusedBatchNormV3/ReadVariableOp" -> "1215 inception_v3/batch_normalization_39/FusedBatchNormV3"; -"1213 inception_v3/batch_normalization_39/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1214 inception_v3/batch_normalization_39/FusedBatchNormV3/ReadVariableOp_1"; -"1214 inception_v3/batch_normalization_39/FusedBatchNormV3/ReadVariableOp_1" -> "1215 inception_v3/batch_normalization_39/FusedBatchNormV3"; -"1215 inception_v3/batch_normalization_39/FusedBatchNormV3" -> "1240 inception_v3/activation_39/Relu"; -"1216 inception_v3/batch_normalization_38/scale" -> "1223 inception_v3/batch_normalization_38/FusedBatchNormV3"; -"1217 inception_v3/batch_normalization_38/ReadVariableOp/resource" -> "1218 inception_v3/batch_normalization_38/ReadVariableOp"; -"1218 inception_v3/batch_normalization_38/ReadVariableOp" -> "1223 inception_v3/batch_normalization_38/FusedBatchNormV3"; -"1219 inception_v3/batch_normalization_38/FusedBatchNormV3/ReadVariableOp/resource" -> "1220 inception_v3/batch_normalization_38/FusedBatchNormV3/ReadVariableOp"; -"1220 inception_v3/batch_normalization_38/FusedBatchNormV3/ReadVariableOp" -> "1223 inception_v3/batch_normalization_38/FusedBatchNormV3"; -"1221 inception_v3/batch_normalization_38/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1222 inception_v3/batch_normalization_38/FusedBatchNormV3/ReadVariableOp_1"; -"1222 inception_v3/batch_normalization_38/FusedBatchNormV3/ReadVariableOp_1" -> "1223 inception_v3/batch_normalization_38/FusedBatchNormV3"; -"1223 inception_v3/batch_normalization_38/FusedBatchNormV3" -> "1241 inception_v3/activation_38/Relu"; -"1224 inception_v3/batch_normalization_33/scale" -> "1231 inception_v3/batch_normalization_33/FusedBatchNormV3"; -"1225 inception_v3/batch_normalization_33/ReadVariableOp/resource" -> "1226 inception_v3/batch_normalization_33/ReadVariableOp"; -"1226 inception_v3/batch_normalization_33/ReadVariableOp" -> "1231 inception_v3/batch_normalization_33/FusedBatchNormV3"; -"1227 inception_v3/batch_normalization_33/FusedBatchNormV3/ReadVariableOp/resource" -> "1228 inception_v3/batch_normalization_33/FusedBatchNormV3/ReadVariableOp"; -"1228 inception_v3/batch_normalization_33/FusedBatchNormV3/ReadVariableOp" -> "1231 inception_v3/batch_normalization_33/FusedBatchNormV3"; -"1229 inception_v3/batch_normalization_33/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1230 inception_v3/batch_normalization_33/FusedBatchNormV3/ReadVariableOp_1"; -"1230 inception_v3/batch_normalization_33/FusedBatchNormV3/ReadVariableOp_1" -> "1231 inception_v3/batch_normalization_33/FusedBatchNormV3"; -"1231 inception_v3/batch_normalization_33/FusedBatchNormV3" -> "1242 inception_v3/activation_33/Relu"; -"1232 inception_v3/batch_normalization_30/scale" -> "1239 inception_v3/batch_normalization_30/FusedBatchNormV3"; -"1233 inception_v3/batch_normalization_30/ReadVariableOp/resource" -> "1234 inception_v3/batch_normalization_30/ReadVariableOp"; -"1234 inception_v3/batch_normalization_30/ReadVariableOp" -> "1239 inception_v3/batch_normalization_30/FusedBatchNormV3"; -"1235 inception_v3/batch_normalization_30/FusedBatchNormV3/ReadVariableOp/resource" -> "1236 inception_v3/batch_normalization_30/FusedBatchNormV3/ReadVariableOp"; -"1236 inception_v3/batch_normalization_30/FusedBatchNormV3/ReadVariableOp" -> "1239 inception_v3/batch_normalization_30/FusedBatchNormV3"; -"1237 inception_v3/batch_normalization_30/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1238 inception_v3/batch_normalization_30/FusedBatchNormV3/ReadVariableOp_1"; -"1238 inception_v3/batch_normalization_30/FusedBatchNormV3/ReadVariableOp_1" -> "1239 inception_v3/batch_normalization_30/FusedBatchNormV3"; -"1239 inception_v3/batch_normalization_30/FusedBatchNormV3" -> "1243 inception_v3/activation_30/Relu"; -"1240 inception_v3/activation_39/Relu" -> "1277 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars"; -"1241 inception_v3/activation_38/Relu" -> "1269 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars"; -"1242 inception_v3/activation_33/Relu" -> "1261 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars"; -"1243 inception_v3/activation_30/Relu" -> "1253 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars"; -"1244 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp/resource" -> "1245 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp"; -"1244 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp/resource" -> "1254 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/Abs/ReadVariableOp"; -"1244 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp/resource" -> "1262 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/Abs/ReadVariableOp"; -"1244 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp/resource" -> "1270 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/Abs/ReadVariableOp"; -"1245 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp" -> "1246 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/Abs"; -"1246 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/Abs" -> "1248 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/add"; -"1247 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/add/y" -> "1248 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/add"; -"1248 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/add" -> "1251 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/add_1"; -"1249 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "1250 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp"; -"1249 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "1252 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1249 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "1258 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/ReadVariableOp"; -"1249 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "1260 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1249 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "1266 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/ReadVariableOp"; -"1249 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "1268 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1249 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "1274 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/ReadVariableOp"; -"1249 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "1276 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1250 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp" -> "1251 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/add_1"; -"1251 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/add_1" -> "1253 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars"; -"1252 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1253 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars"; -"1253 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars" -> "1279 inception_v3/mixed4/concat"; -"1254 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/Abs/ReadVariableOp" -> "1255 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/Abs"; -"1255 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/Abs" -> "1257 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/add"; -"1256 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/add/y" -> "1257 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/add"; -"1257 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/add" -> "1259 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/add_1"; -"1258 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/ReadVariableOp" -> "1259 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/add_1"; -"1259 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/add_1" -> "1261 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars"; -"1260 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1261 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars"; -"1261 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars" -> "1279 inception_v3/mixed4/concat"; -"1262 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/Abs/ReadVariableOp" -> "1263 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/Abs"; -"1263 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/Abs" -> "1265 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/add"; -"1264 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/add/y" -> "1265 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/add"; -"1265 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/add" -> "1267 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/add_1"; -"1266 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/ReadVariableOp" -> "1267 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/add_1"; -"1267 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/add_1" -> "1269 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars"; -"1268 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1269 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars"; -"1269 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars" -> "1279 inception_v3/mixed4/concat"; -"1270 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/Abs/ReadVariableOp" -> "1271 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/Abs"; -"1271 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/Abs" -> "1273 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/add"; -"1272 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/add/y" -> "1273 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/add"; -"1273 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/add" -> "1275 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/add_1"; -"1274 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/ReadVariableOp" -> "1275 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/add_1"; -"1275 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/add_1" -> "1277 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars"; -"1276 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1277 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars"; -"1277 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars" -> "1279 inception_v3/mixed4/concat"; -"1278 inception_v3/mixed4/concat/axis" -> "1279 inception_v3/mixed4/concat"; -"1279 inception_v3/mixed4/concat" -> "1291 inception_v3/conv2d_44/Conv2D"; -"1279 inception_v3/mixed4/concat" -> "1365 inception_v3/conv2d_41/Conv2D"; -"1279 inception_v3/mixed4/concat" -> "1444 inception_v3/average_pooling2d_4/AvgPool"; -"1279 inception_v3/mixed4/concat" -> "1524 inception_v3/conv2d_40/Conv2D"; -"1280 inception_v3/conv2d_44/SymmQuant/Abs/ReadVariableOp/resource" -> "1281 inception_v3/conv2d_44/SymmQuant/Abs/ReadVariableOp"; -"1281 inception_v3/conv2d_44/SymmQuant/Abs/ReadVariableOp" -> "1282 inception_v3/conv2d_44/SymmQuant/Abs"; -"1282 inception_v3/conv2d_44/SymmQuant/Abs" -> "1284 inception_v3/conv2d_44/SymmQuant/add"; -"1283 inception_v3/conv2d_44/SymmQuant/add/y" -> "1284 inception_v3/conv2d_44/SymmQuant/add"; -"1284 inception_v3/conv2d_44/SymmQuant/add" -> "1287 inception_v3/conv2d_44/SymmQuant/mul"; -"1284 inception_v3/conv2d_44/SymmQuant/add" -> "1290 inception_v3/conv2d_44/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1285 inception_v3/conv2d_44/SymmQuant/mul/ReadVariableOp/resource" -> "1286 inception_v3/conv2d_44/SymmQuant/mul/ReadVariableOp"; -"1286 inception_v3/conv2d_44/SymmQuant/mul/ReadVariableOp" -> "1287 inception_v3/conv2d_44/SymmQuant/mul"; -"1287 inception_v3/conv2d_44/SymmQuant/mul" -> "1290 inception_v3/conv2d_44/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1288 inception_v3/conv2d_44/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1289 inception_v3/conv2d_44/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1289 inception_v3/conv2d_44/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1290 inception_v3/conv2d_44/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1290 inception_v3/conv2d_44/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1291 inception_v3/conv2d_44/Conv2D"; -"1291 inception_v3/conv2d_44/Conv2D" -> "1299 inception_v3/batch_normalization_44/FusedBatchNormV3"; -"1292 inception_v3/batch_normalization_44/scale" -> "1299 inception_v3/batch_normalization_44/FusedBatchNormV3"; -"1293 inception_v3/batch_normalization_44/ReadVariableOp/resource" -> "1294 inception_v3/batch_normalization_44/ReadVariableOp"; -"1294 inception_v3/batch_normalization_44/ReadVariableOp" -> "1299 inception_v3/batch_normalization_44/FusedBatchNormV3"; -"1295 inception_v3/batch_normalization_44/FusedBatchNormV3/ReadVariableOp/resource" -> "1296 inception_v3/batch_normalization_44/FusedBatchNormV3/ReadVariableOp"; -"1296 inception_v3/batch_normalization_44/FusedBatchNormV3/ReadVariableOp" -> "1299 inception_v3/batch_normalization_44/FusedBatchNormV3"; -"1297 inception_v3/batch_normalization_44/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1298 inception_v3/batch_normalization_44/FusedBatchNormV3/ReadVariableOp_1"; -"1298 inception_v3/batch_normalization_44/FusedBatchNormV3/ReadVariableOp_1" -> "1299 inception_v3/batch_normalization_44/FusedBatchNormV3"; -"1299 inception_v3/batch_normalization_44/FusedBatchNormV3" -> "1300 inception_v3/activation_44/Relu"; -"1300 inception_v3/activation_44/Relu" -> "1310 inception_v3/activation_44/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1301 inception_v3/activation_44/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1302 inception_v3/activation_44/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"1302 inception_v3/activation_44/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1303 inception_v3/activation_44/fake_quantize/AsymmQuant/Abs"; -"1303 inception_v3/activation_44/fake_quantize/AsymmQuant/Abs" -> "1305 inception_v3/activation_44/fake_quantize/AsymmQuant/add"; -"1304 inception_v3/activation_44/fake_quantize/AsymmQuant/add/y" -> "1305 inception_v3/activation_44/fake_quantize/AsymmQuant/add"; -"1305 inception_v3/activation_44/fake_quantize/AsymmQuant/add" -> "1308 inception_v3/activation_44/fake_quantize/AsymmQuant/add_1"; -"1306 inception_v3/activation_44/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1307 inception_v3/activation_44/fake_quantize/AsymmQuant/ReadVariableOp"; -"1306 inception_v3/activation_44/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1309 inception_v3/activation_44/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1307 inception_v3/activation_44/fake_quantize/AsymmQuant/ReadVariableOp" -> "1308 inception_v3/activation_44/fake_quantize/AsymmQuant/add_1"; -"1308 inception_v3/activation_44/fake_quantize/AsymmQuant/add_1" -> "1310 inception_v3/activation_44/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1309 inception_v3/activation_44/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1310 inception_v3/activation_44/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1310 inception_v3/activation_44/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1322 inception_v3/conv2d_45/Conv2D"; -"1311 inception_v3/conv2d_45/SymmQuant/Abs/ReadVariableOp/resource" -> "1312 inception_v3/conv2d_45/SymmQuant/Abs/ReadVariableOp"; -"1312 inception_v3/conv2d_45/SymmQuant/Abs/ReadVariableOp" -> "1313 inception_v3/conv2d_45/SymmQuant/Abs"; -"1313 inception_v3/conv2d_45/SymmQuant/Abs" -> "1315 inception_v3/conv2d_45/SymmQuant/add"; -"1314 inception_v3/conv2d_45/SymmQuant/add/y" -> "1315 inception_v3/conv2d_45/SymmQuant/add"; -"1315 inception_v3/conv2d_45/SymmQuant/add" -> "1318 inception_v3/conv2d_45/SymmQuant/mul"; -"1315 inception_v3/conv2d_45/SymmQuant/add" -> "1321 inception_v3/conv2d_45/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1316 inception_v3/conv2d_45/SymmQuant/mul/ReadVariableOp/resource" -> "1317 inception_v3/conv2d_45/SymmQuant/mul/ReadVariableOp"; -"1317 inception_v3/conv2d_45/SymmQuant/mul/ReadVariableOp" -> "1318 inception_v3/conv2d_45/SymmQuant/mul"; -"1318 inception_v3/conv2d_45/SymmQuant/mul" -> "1321 inception_v3/conv2d_45/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1319 inception_v3/conv2d_45/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1320 inception_v3/conv2d_45/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1320 inception_v3/conv2d_45/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1321 inception_v3/conv2d_45/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1321 inception_v3/conv2d_45/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1322 inception_v3/conv2d_45/Conv2D"; -"1322 inception_v3/conv2d_45/Conv2D" -> "1330 inception_v3/batch_normalization_45/FusedBatchNormV3"; -"1323 inception_v3/batch_normalization_45/scale" -> "1330 inception_v3/batch_normalization_45/FusedBatchNormV3"; -"1324 inception_v3/batch_normalization_45/ReadVariableOp/resource" -> "1325 inception_v3/batch_normalization_45/ReadVariableOp"; -"1325 inception_v3/batch_normalization_45/ReadVariableOp" -> "1330 inception_v3/batch_normalization_45/FusedBatchNormV3"; -"1326 inception_v3/batch_normalization_45/FusedBatchNormV3/ReadVariableOp/resource" -> "1327 inception_v3/batch_normalization_45/FusedBatchNormV3/ReadVariableOp"; -"1327 inception_v3/batch_normalization_45/FusedBatchNormV3/ReadVariableOp" -> "1330 inception_v3/batch_normalization_45/FusedBatchNormV3"; -"1328 inception_v3/batch_normalization_45/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1329 inception_v3/batch_normalization_45/FusedBatchNormV3/ReadVariableOp_1"; -"1329 inception_v3/batch_normalization_45/FusedBatchNormV3/ReadVariableOp_1" -> "1330 inception_v3/batch_normalization_45/FusedBatchNormV3"; -"1330 inception_v3/batch_normalization_45/FusedBatchNormV3" -> "1331 inception_v3/activation_45/Relu"; -"1331 inception_v3/activation_45/Relu" -> "1341 inception_v3/activation_45/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1332 inception_v3/activation_45/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1333 inception_v3/activation_45/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"1333 inception_v3/activation_45/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1334 inception_v3/activation_45/fake_quantize/AsymmQuant/Abs"; -"1334 inception_v3/activation_45/fake_quantize/AsymmQuant/Abs" -> "1336 inception_v3/activation_45/fake_quantize/AsymmQuant/add"; -"1335 inception_v3/activation_45/fake_quantize/AsymmQuant/add/y" -> "1336 inception_v3/activation_45/fake_quantize/AsymmQuant/add"; -"1336 inception_v3/activation_45/fake_quantize/AsymmQuant/add" -> "1339 inception_v3/activation_45/fake_quantize/AsymmQuant/add_1"; -"1337 inception_v3/activation_45/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1338 inception_v3/activation_45/fake_quantize/AsymmQuant/ReadVariableOp"; -"1337 inception_v3/activation_45/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1340 inception_v3/activation_45/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1338 inception_v3/activation_45/fake_quantize/AsymmQuant/ReadVariableOp" -> "1339 inception_v3/activation_45/fake_quantize/AsymmQuant/add_1"; -"1339 inception_v3/activation_45/fake_quantize/AsymmQuant/add_1" -> "1341 inception_v3/activation_45/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1340 inception_v3/activation_45/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1341 inception_v3/activation_45/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1341 inception_v3/activation_45/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1353 inception_v3/conv2d_46/Conv2D"; -"1342 inception_v3/conv2d_46/SymmQuant/Abs/ReadVariableOp/resource" -> "1343 inception_v3/conv2d_46/SymmQuant/Abs/ReadVariableOp"; -"1343 inception_v3/conv2d_46/SymmQuant/Abs/ReadVariableOp" -> "1344 inception_v3/conv2d_46/SymmQuant/Abs"; -"1344 inception_v3/conv2d_46/SymmQuant/Abs" -> "1346 inception_v3/conv2d_46/SymmQuant/add"; -"1345 inception_v3/conv2d_46/SymmQuant/add/y" -> "1346 inception_v3/conv2d_46/SymmQuant/add"; -"1346 inception_v3/conv2d_46/SymmQuant/add" -> "1349 inception_v3/conv2d_46/SymmQuant/mul"; -"1346 inception_v3/conv2d_46/SymmQuant/add" -> "1352 inception_v3/conv2d_46/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1347 inception_v3/conv2d_46/SymmQuant/mul/ReadVariableOp/resource" -> "1348 inception_v3/conv2d_46/SymmQuant/mul/ReadVariableOp"; -"1348 inception_v3/conv2d_46/SymmQuant/mul/ReadVariableOp" -> "1349 inception_v3/conv2d_46/SymmQuant/mul"; -"1349 inception_v3/conv2d_46/SymmQuant/mul" -> "1352 inception_v3/conv2d_46/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1350 inception_v3/conv2d_46/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1351 inception_v3/conv2d_46/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1351 inception_v3/conv2d_46/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1352 inception_v3/conv2d_46/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1352 inception_v3/conv2d_46/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1353 inception_v3/conv2d_46/Conv2D"; -"1353 inception_v3/conv2d_46/Conv2D" -> "1373 inception_v3/batch_normalization_46/FusedBatchNormV3"; -"1354 inception_v3/conv2d_41/SymmQuant/Abs/ReadVariableOp/resource" -> "1355 inception_v3/conv2d_41/SymmQuant/Abs/ReadVariableOp"; -"1355 inception_v3/conv2d_41/SymmQuant/Abs/ReadVariableOp" -> "1356 inception_v3/conv2d_41/SymmQuant/Abs"; -"1356 inception_v3/conv2d_41/SymmQuant/Abs" -> "1358 inception_v3/conv2d_41/SymmQuant/add"; -"1357 inception_v3/conv2d_41/SymmQuant/add/y" -> "1358 inception_v3/conv2d_41/SymmQuant/add"; -"1358 inception_v3/conv2d_41/SymmQuant/add" -> "1361 inception_v3/conv2d_41/SymmQuant/mul"; -"1358 inception_v3/conv2d_41/SymmQuant/add" -> "1364 inception_v3/conv2d_41/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1359 inception_v3/conv2d_41/SymmQuant/mul/ReadVariableOp/resource" -> "1360 inception_v3/conv2d_41/SymmQuant/mul/ReadVariableOp"; -"1360 inception_v3/conv2d_41/SymmQuant/mul/ReadVariableOp" -> "1361 inception_v3/conv2d_41/SymmQuant/mul"; -"1361 inception_v3/conv2d_41/SymmQuant/mul" -> "1364 inception_v3/conv2d_41/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1362 inception_v3/conv2d_41/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1363 inception_v3/conv2d_41/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1363 inception_v3/conv2d_41/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1364 inception_v3/conv2d_41/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1364 inception_v3/conv2d_41/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1365 inception_v3/conv2d_41/Conv2D"; -"1365 inception_v3/conv2d_41/Conv2D" -> "1381 inception_v3/batch_normalization_41/FusedBatchNormV3"; -"1366 inception_v3/batch_normalization_46/scale" -> "1373 inception_v3/batch_normalization_46/FusedBatchNormV3"; -"1367 inception_v3/batch_normalization_46/ReadVariableOp/resource" -> "1368 inception_v3/batch_normalization_46/ReadVariableOp"; -"1368 inception_v3/batch_normalization_46/ReadVariableOp" -> "1373 inception_v3/batch_normalization_46/FusedBatchNormV3"; -"1369 inception_v3/batch_normalization_46/FusedBatchNormV3/ReadVariableOp/resource" -> "1370 inception_v3/batch_normalization_46/FusedBatchNormV3/ReadVariableOp"; -"1370 inception_v3/batch_normalization_46/FusedBatchNormV3/ReadVariableOp" -> "1373 inception_v3/batch_normalization_46/FusedBatchNormV3"; -"1371 inception_v3/batch_normalization_46/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1372 inception_v3/batch_normalization_46/FusedBatchNormV3/ReadVariableOp_1"; -"1372 inception_v3/batch_normalization_46/FusedBatchNormV3/ReadVariableOp_1" -> "1373 inception_v3/batch_normalization_46/FusedBatchNormV3"; -"1373 inception_v3/batch_normalization_46/FusedBatchNormV3" -> "1382 inception_v3/activation_46/Relu"; -"1374 inception_v3/batch_normalization_41/scale" -> "1381 inception_v3/batch_normalization_41/FusedBatchNormV3"; -"1375 inception_v3/batch_normalization_41/ReadVariableOp/resource" -> "1376 inception_v3/batch_normalization_41/ReadVariableOp"; -"1376 inception_v3/batch_normalization_41/ReadVariableOp" -> "1381 inception_v3/batch_normalization_41/FusedBatchNormV3"; -"1377 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"1487 inception_v3/conv2d_49/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1487 inception_v3/conv2d_49/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1488 inception_v3/conv2d_49/Conv2D"; -"1488 inception_v3/conv2d_49/Conv2D" -> "1532 inception_v3/batch_normalization_49/FusedBatchNormV3"; -"1489 inception_v3/conv2d_48/SymmQuant/Abs/ReadVariableOp/resource" -> "1490 inception_v3/conv2d_48/SymmQuant/Abs/ReadVariableOp"; -"1490 inception_v3/conv2d_48/SymmQuant/Abs/ReadVariableOp" -> "1491 inception_v3/conv2d_48/SymmQuant/Abs"; -"1491 inception_v3/conv2d_48/SymmQuant/Abs" -> "1493 inception_v3/conv2d_48/SymmQuant/add"; -"1492 inception_v3/conv2d_48/SymmQuant/add/y" -> "1493 inception_v3/conv2d_48/SymmQuant/add"; -"1493 inception_v3/conv2d_48/SymmQuant/add" -> "1496 inception_v3/conv2d_48/SymmQuant/mul"; -"1493 inception_v3/conv2d_48/SymmQuant/add" -> "1499 inception_v3/conv2d_48/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1494 inception_v3/conv2d_48/SymmQuant/mul/ReadVariableOp/resource" -> "1495 inception_v3/conv2d_48/SymmQuant/mul/ReadVariableOp"; -"1495 inception_v3/conv2d_48/SymmQuant/mul/ReadVariableOp" -> "1496 inception_v3/conv2d_48/SymmQuant/mul"; -"1496 inception_v3/conv2d_48/SymmQuant/mul" -> "1499 inception_v3/conv2d_48/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1497 inception_v3/conv2d_48/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1498 inception_v3/conv2d_48/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1498 inception_v3/conv2d_48/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1499 inception_v3/conv2d_48/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1499 inception_v3/conv2d_48/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1500 inception_v3/conv2d_48/Conv2D"; -"1500 inception_v3/conv2d_48/Conv2D" -> "1540 inception_v3/batch_normalization_48/FusedBatchNormV3"; -"1501 inception_v3/conv2d_43/SymmQuant/Abs/ReadVariableOp/resource" -> "1502 inception_v3/conv2d_43/SymmQuant/Abs/ReadVariableOp"; -"1502 inception_v3/conv2d_43/SymmQuant/Abs/ReadVariableOp" -> "1503 inception_v3/conv2d_43/SymmQuant/Abs"; -"1503 inception_v3/conv2d_43/SymmQuant/Abs" -> "1505 inception_v3/conv2d_43/SymmQuant/add"; -"1504 inception_v3/conv2d_43/SymmQuant/add/y" -> "1505 inception_v3/conv2d_43/SymmQuant/add"; -"1505 inception_v3/conv2d_43/SymmQuant/add" -> "1508 inception_v3/conv2d_43/SymmQuant/mul"; -"1505 inception_v3/conv2d_43/SymmQuant/add" -> "1511 inception_v3/conv2d_43/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1506 inception_v3/conv2d_43/SymmQuant/mul/ReadVariableOp/resource" -> "1507 inception_v3/conv2d_43/SymmQuant/mul/ReadVariableOp"; -"1507 inception_v3/conv2d_43/SymmQuant/mul/ReadVariableOp" -> "1508 inception_v3/conv2d_43/SymmQuant/mul"; -"1508 inception_v3/conv2d_43/SymmQuant/mul" -> "1511 inception_v3/conv2d_43/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1509 inception_v3/conv2d_43/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1510 inception_v3/conv2d_43/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1510 inception_v3/conv2d_43/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1511 inception_v3/conv2d_43/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1511 inception_v3/conv2d_43/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1512 inception_v3/conv2d_43/Conv2D"; -"1512 inception_v3/conv2d_43/Conv2D" -> "1548 inception_v3/batch_normalization_43/FusedBatchNormV3"; -"1513 inception_v3/conv2d_40/SymmQuant/Abs/ReadVariableOp/resource" -> "1514 inception_v3/conv2d_40/SymmQuant/Abs/ReadVariableOp"; -"1514 inception_v3/conv2d_40/SymmQuant/Abs/ReadVariableOp" -> "1515 inception_v3/conv2d_40/SymmQuant/Abs"; -"1515 inception_v3/conv2d_40/SymmQuant/Abs" -> "1517 inception_v3/conv2d_40/SymmQuant/add"; -"1516 inception_v3/conv2d_40/SymmQuant/add/y" -> "1517 inception_v3/conv2d_40/SymmQuant/add"; -"1517 inception_v3/conv2d_40/SymmQuant/add" -> "1520 inception_v3/conv2d_40/SymmQuant/mul"; -"1517 inception_v3/conv2d_40/SymmQuant/add" -> "1523 inception_v3/conv2d_40/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1518 inception_v3/conv2d_40/SymmQuant/mul/ReadVariableOp/resource" -> "1519 inception_v3/conv2d_40/SymmQuant/mul/ReadVariableOp"; -"1519 inception_v3/conv2d_40/SymmQuant/mul/ReadVariableOp" -> "1520 inception_v3/conv2d_40/SymmQuant/mul"; -"1520 inception_v3/conv2d_40/SymmQuant/mul" -> "1523 inception_v3/conv2d_40/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1521 inception_v3/conv2d_40/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1522 inception_v3/conv2d_40/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1522 inception_v3/conv2d_40/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1523 inception_v3/conv2d_40/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1523 inception_v3/conv2d_40/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1524 inception_v3/conv2d_40/Conv2D"; -"1524 inception_v3/conv2d_40/Conv2D" -> "1556 inception_v3/batch_normalization_40/FusedBatchNormV3"; -"1525 inception_v3/batch_normalization_49/scale" -> "1532 inception_v3/batch_normalization_49/FusedBatchNormV3"; -"1526 inception_v3/batch_normalization_49/ReadVariableOp/resource" -> "1527 inception_v3/batch_normalization_49/ReadVariableOp"; -"1527 inception_v3/batch_normalization_49/ReadVariableOp" -> "1532 inception_v3/batch_normalization_49/FusedBatchNormV3"; -"1528 inception_v3/batch_normalization_49/FusedBatchNormV3/ReadVariableOp/resource" -> "1529 inception_v3/batch_normalization_49/FusedBatchNormV3/ReadVariableOp"; -"1529 inception_v3/batch_normalization_49/FusedBatchNormV3/ReadVariableOp" -> "1532 inception_v3/batch_normalization_49/FusedBatchNormV3"; -"1530 inception_v3/batch_normalization_49/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1531 inception_v3/batch_normalization_49/FusedBatchNormV3/ReadVariableOp_1"; -"1531 inception_v3/batch_normalization_49/FusedBatchNormV3/ReadVariableOp_1" -> "1532 inception_v3/batch_normalization_49/FusedBatchNormV3"; -"1532 inception_v3/batch_normalization_49/FusedBatchNormV3" -> "1557 inception_v3/activation_49/Relu"; -"1533 inception_v3/batch_normalization_48/scale" -> "1540 inception_v3/batch_normalization_48/FusedBatchNormV3"; -"1534 inception_v3/batch_normalization_48/ReadVariableOp/resource" -> "1535 inception_v3/batch_normalization_48/ReadVariableOp"; -"1535 inception_v3/batch_normalization_48/ReadVariableOp" -> "1540 inception_v3/batch_normalization_48/FusedBatchNormV3"; -"1536 inception_v3/batch_normalization_48/FusedBatchNormV3/ReadVariableOp/resource" -> "1537 inception_v3/batch_normalization_48/FusedBatchNormV3/ReadVariableOp"; -"1537 inception_v3/batch_normalization_48/FusedBatchNormV3/ReadVariableOp" -> "1540 inception_v3/batch_normalization_48/FusedBatchNormV3"; -"1538 inception_v3/batch_normalization_48/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1539 inception_v3/batch_normalization_48/FusedBatchNormV3/ReadVariableOp_1"; -"1539 inception_v3/batch_normalization_48/FusedBatchNormV3/ReadVariableOp_1" -> "1540 inception_v3/batch_normalization_48/FusedBatchNormV3"; -"1540 inception_v3/batch_normalization_48/FusedBatchNormV3" -> "1558 inception_v3/activation_48/Relu"; -"1541 inception_v3/batch_normalization_43/scale" -> "1548 inception_v3/batch_normalization_43/FusedBatchNormV3"; -"1542 inception_v3/batch_normalization_43/ReadVariableOp/resource" -> "1543 inception_v3/batch_normalization_43/ReadVariableOp"; -"1543 inception_v3/batch_normalization_43/ReadVariableOp" -> "1548 inception_v3/batch_normalization_43/FusedBatchNormV3"; -"1544 inception_v3/batch_normalization_43/FusedBatchNormV3/ReadVariableOp/resource" -> "1545 inception_v3/batch_normalization_43/FusedBatchNormV3/ReadVariableOp"; -"1545 inception_v3/batch_normalization_43/FusedBatchNormV3/ReadVariableOp" -> "1548 inception_v3/batch_normalization_43/FusedBatchNormV3"; -"1546 inception_v3/batch_normalization_43/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1547 inception_v3/batch_normalization_43/FusedBatchNormV3/ReadVariableOp_1"; -"1547 inception_v3/batch_normalization_43/FusedBatchNormV3/ReadVariableOp_1" -> "1548 inception_v3/batch_normalization_43/FusedBatchNormV3"; -"1548 inception_v3/batch_normalization_43/FusedBatchNormV3" -> "1559 inception_v3/activation_43/Relu"; -"1549 inception_v3/batch_normalization_40/scale" -> "1556 inception_v3/batch_normalization_40/FusedBatchNormV3"; -"1550 inception_v3/batch_normalization_40/ReadVariableOp/resource" -> "1551 inception_v3/batch_normalization_40/ReadVariableOp"; -"1551 inception_v3/batch_normalization_40/ReadVariableOp" -> "1556 inception_v3/batch_normalization_40/FusedBatchNormV3"; -"1552 inception_v3/batch_normalization_40/FusedBatchNormV3/ReadVariableOp/resource" -> "1553 inception_v3/batch_normalization_40/FusedBatchNormV3/ReadVariableOp"; -"1553 inception_v3/batch_normalization_40/FusedBatchNormV3/ReadVariableOp" -> "1556 inception_v3/batch_normalization_40/FusedBatchNormV3"; -"1554 inception_v3/batch_normalization_40/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1555 inception_v3/batch_normalization_40/FusedBatchNormV3/ReadVariableOp_1"; -"1555 inception_v3/batch_normalization_40/FusedBatchNormV3/ReadVariableOp_1" -> "1556 inception_v3/batch_normalization_40/FusedBatchNormV3"; -"1556 inception_v3/batch_normalization_40/FusedBatchNormV3" -> "1560 inception_v3/activation_40/Relu"; -"1557 inception_v3/activation_49/Relu" -> "1594 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars"; -"1558 inception_v3/activation_48/Relu" -> "1586 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars"; -"1559 inception_v3/activation_43/Relu" -> "1578 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars"; -"1560 inception_v3/activation_40/Relu" -> "1570 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars"; -"1561 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp/resource" -> "1562 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp"; -"1561 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp/resource" -> "1571 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_1/Abs/ReadVariableOp"; -"1561 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp/resource" -> "1579 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_2/Abs/ReadVariableOp"; -"1561 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp/resource" -> "1587 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_3/Abs/ReadVariableOp"; -"1562 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp" -> "1563 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/Abs"; -"1563 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/Abs" -> "1565 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/add"; -"1564 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/add/y" -> "1565 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/add"; -"1565 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/add" -> "1568 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/add_1"; -"1566 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "1567 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp"; -"1566 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "1569 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1566 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "1575 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_1/ReadVariableOp"; -"1566 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "1577 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1566 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "1583 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_2/ReadVariableOp"; -"1566 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "1585 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1566 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "1591 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_3/ReadVariableOp"; -"1566 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "1593 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1567 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp" -> "1568 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/add_1"; -"1568 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/add_1" -> "1570 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars"; -"1569 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1570 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars"; -"1570 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars" -> "1596 inception_v3/mixed5/concat"; -"1571 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_1/Abs/ReadVariableOp" -> "1572 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_1/Abs"; -"1572 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_1/Abs" -> "1574 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_1/add"; -"1573 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_1/add/y" -> "1574 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_1/add"; -"1574 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_1/add" -> "1576 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_1/add_1"; -"1575 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_1/ReadVariableOp" -> "1576 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_1/add_1"; -"1576 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_1/add_1" -> "1578 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars"; -"1577 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1578 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars"; -"1578 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars" -> "1596 inception_v3/mixed5/concat"; -"1579 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_2/Abs/ReadVariableOp" -> "1580 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_2/Abs"; -"1580 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_2/Abs" -> "1582 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_2/add"; -"1581 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_2/add/y" -> "1582 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_2/add"; -"1582 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_2/add" -> "1584 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_2/add_1"; -"1583 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_2/ReadVariableOp" -> "1584 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_2/add_1"; -"1584 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_2/add_1" -> "1586 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars"; -"1585 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1586 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars"; -"1586 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars" -> "1596 inception_v3/mixed5/concat"; -"1587 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_3/Abs/ReadVariableOp" -> "1588 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_3/Abs"; -"1588 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_3/Abs" -> "1590 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_3/add"; -"1589 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_3/add/y" -> "1590 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_3/add"; -"1590 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_3/add" -> "1592 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_3/add_1"; -"1591 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_3/ReadVariableOp" -> "1592 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_3/add_1"; -"1592 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_3/add_1" -> "1594 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars"; -"1593 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1594 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars"; -"1594 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars" -> "1596 inception_v3/mixed5/concat"; -"1595 inception_v3/mixed5/concat/axis" -> "1596 inception_v3/mixed5/concat"; -"1596 inception_v3/mixed5/concat" -> "1608 inception_v3/conv2d_54/Conv2D"; -"1596 inception_v3/mixed5/concat" -> "1682 inception_v3/conv2d_51/Conv2D"; -"1596 inception_v3/mixed5/concat" -> "1761 inception_v3/average_pooling2d_5/AvgPool"; -"1596 inception_v3/mixed5/concat" -> "1841 inception_v3/conv2d_50/Conv2D"; -"1597 inception_v3/conv2d_54/SymmQuant/Abs/ReadVariableOp/resource" -> "1598 inception_v3/conv2d_54/SymmQuant/Abs/ReadVariableOp"; -"1598 inception_v3/conv2d_54/SymmQuant/Abs/ReadVariableOp" -> "1599 inception_v3/conv2d_54/SymmQuant/Abs"; -"1599 inception_v3/conv2d_54/SymmQuant/Abs" -> "1601 inception_v3/conv2d_54/SymmQuant/add"; -"1600 inception_v3/conv2d_54/SymmQuant/add/y" -> "1601 inception_v3/conv2d_54/SymmQuant/add"; -"1601 inception_v3/conv2d_54/SymmQuant/add" -> "1604 inception_v3/conv2d_54/SymmQuant/mul"; -"1601 inception_v3/conv2d_54/SymmQuant/add" -> "1607 inception_v3/conv2d_54/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1602 inception_v3/conv2d_54/SymmQuant/mul/ReadVariableOp/resource" -> "1603 inception_v3/conv2d_54/SymmQuant/mul/ReadVariableOp"; -"1603 inception_v3/conv2d_54/SymmQuant/mul/ReadVariableOp" -> "1604 inception_v3/conv2d_54/SymmQuant/mul"; -"1604 inception_v3/conv2d_54/SymmQuant/mul" -> "1607 inception_v3/conv2d_54/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1605 inception_v3/conv2d_54/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1606 inception_v3/conv2d_54/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1606 inception_v3/conv2d_54/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1607 inception_v3/conv2d_54/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1607 inception_v3/conv2d_54/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1608 inception_v3/conv2d_54/Conv2D"; -"1608 inception_v3/conv2d_54/Conv2D" -> "1616 inception_v3/batch_normalization_54/FusedBatchNormV3"; -"1609 inception_v3/batch_normalization_54/scale" -> "1616 inception_v3/batch_normalization_54/FusedBatchNormV3"; -"1610 inception_v3/batch_normalization_54/ReadVariableOp/resource" -> "1611 inception_v3/batch_normalization_54/ReadVariableOp"; -"1611 inception_v3/batch_normalization_54/ReadVariableOp" -> "1616 inception_v3/batch_normalization_54/FusedBatchNormV3"; -"1612 inception_v3/batch_normalization_54/FusedBatchNormV3/ReadVariableOp/resource" -> "1613 inception_v3/batch_normalization_54/FusedBatchNormV3/ReadVariableOp"; -"1613 inception_v3/batch_normalization_54/FusedBatchNormV3/ReadVariableOp" -> "1616 inception_v3/batch_normalization_54/FusedBatchNormV3"; -"1614 inception_v3/batch_normalization_54/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1615 inception_v3/batch_normalization_54/FusedBatchNormV3/ReadVariableOp_1"; -"1615 inception_v3/batch_normalization_54/FusedBatchNormV3/ReadVariableOp_1" -> "1616 inception_v3/batch_normalization_54/FusedBatchNormV3"; -"1616 inception_v3/batch_normalization_54/FusedBatchNormV3" -> "1617 inception_v3/activation_54/Relu"; -"1617 inception_v3/activation_54/Relu" -> "1627 inception_v3/activation_54/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1618 inception_v3/activation_54/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1619 inception_v3/activation_54/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"1619 inception_v3/activation_54/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1620 inception_v3/activation_54/fake_quantize/AsymmQuant/Abs"; -"1620 inception_v3/activation_54/fake_quantize/AsymmQuant/Abs" -> "1622 inception_v3/activation_54/fake_quantize/AsymmQuant/add"; -"1621 inception_v3/activation_54/fake_quantize/AsymmQuant/add/y" -> "1622 inception_v3/activation_54/fake_quantize/AsymmQuant/add"; -"1622 inception_v3/activation_54/fake_quantize/AsymmQuant/add" -> "1625 inception_v3/activation_54/fake_quantize/AsymmQuant/add_1"; -"1623 inception_v3/activation_54/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1624 inception_v3/activation_54/fake_quantize/AsymmQuant/ReadVariableOp"; -"1623 inception_v3/activation_54/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1626 inception_v3/activation_54/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1624 inception_v3/activation_54/fake_quantize/AsymmQuant/ReadVariableOp" -> "1625 inception_v3/activation_54/fake_quantize/AsymmQuant/add_1"; -"1625 inception_v3/activation_54/fake_quantize/AsymmQuant/add_1" -> "1627 inception_v3/activation_54/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1626 inception_v3/activation_54/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1627 inception_v3/activation_54/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1627 inception_v3/activation_54/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1639 inception_v3/conv2d_55/Conv2D"; -"1628 inception_v3/conv2d_55/SymmQuant/Abs/ReadVariableOp/resource" -> "1629 inception_v3/conv2d_55/SymmQuant/Abs/ReadVariableOp"; -"1629 inception_v3/conv2d_55/SymmQuant/Abs/ReadVariableOp" -> "1630 inception_v3/conv2d_55/SymmQuant/Abs"; -"1630 inception_v3/conv2d_55/SymmQuant/Abs" -> "1632 inception_v3/conv2d_55/SymmQuant/add"; -"1631 inception_v3/conv2d_55/SymmQuant/add/y" -> "1632 inception_v3/conv2d_55/SymmQuant/add"; -"1632 inception_v3/conv2d_55/SymmQuant/add" -> "1635 inception_v3/conv2d_55/SymmQuant/mul"; -"1632 inception_v3/conv2d_55/SymmQuant/add" -> "1638 inception_v3/conv2d_55/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1633 inception_v3/conv2d_55/SymmQuant/mul/ReadVariableOp/resource" -> "1634 inception_v3/conv2d_55/SymmQuant/mul/ReadVariableOp"; -"1634 inception_v3/conv2d_55/SymmQuant/mul/ReadVariableOp" -> "1635 inception_v3/conv2d_55/SymmQuant/mul"; -"1635 inception_v3/conv2d_55/SymmQuant/mul" -> "1638 inception_v3/conv2d_55/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1636 inception_v3/conv2d_55/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1637 inception_v3/conv2d_55/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1637 inception_v3/conv2d_55/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1638 inception_v3/conv2d_55/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1638 inception_v3/conv2d_55/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1639 inception_v3/conv2d_55/Conv2D"; -"1639 inception_v3/conv2d_55/Conv2D" -> "1647 inception_v3/batch_normalization_55/FusedBatchNormV3"; -"1640 inception_v3/batch_normalization_55/scale" -> "1647 inception_v3/batch_normalization_55/FusedBatchNormV3"; -"1641 inception_v3/batch_normalization_55/ReadVariableOp/resource" -> "1642 inception_v3/batch_normalization_55/ReadVariableOp"; -"1642 inception_v3/batch_normalization_55/ReadVariableOp" -> "1647 inception_v3/batch_normalization_55/FusedBatchNormV3"; -"1643 inception_v3/batch_normalization_55/FusedBatchNormV3/ReadVariableOp/resource" -> "1644 inception_v3/batch_normalization_55/FusedBatchNormV3/ReadVariableOp"; -"1644 inception_v3/batch_normalization_55/FusedBatchNormV3/ReadVariableOp" -> "1647 inception_v3/batch_normalization_55/FusedBatchNormV3"; -"1645 inception_v3/batch_normalization_55/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1646 inception_v3/batch_normalization_55/FusedBatchNormV3/ReadVariableOp_1"; -"1646 inception_v3/batch_normalization_55/FusedBatchNormV3/ReadVariableOp_1" -> "1647 inception_v3/batch_normalization_55/FusedBatchNormV3"; -"1647 inception_v3/batch_normalization_55/FusedBatchNormV3" -> "1648 inception_v3/activation_55/Relu"; -"1648 inception_v3/activation_55/Relu" -> "1658 inception_v3/activation_55/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1649 inception_v3/activation_55/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1650 inception_v3/activation_55/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"1650 inception_v3/activation_55/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1651 inception_v3/activation_55/fake_quantize/AsymmQuant/Abs"; -"1651 inception_v3/activation_55/fake_quantize/AsymmQuant/Abs" -> "1653 inception_v3/activation_55/fake_quantize/AsymmQuant/add"; -"1652 inception_v3/activation_55/fake_quantize/AsymmQuant/add/y" -> "1653 inception_v3/activation_55/fake_quantize/AsymmQuant/add"; -"1653 inception_v3/activation_55/fake_quantize/AsymmQuant/add" -> "1656 inception_v3/activation_55/fake_quantize/AsymmQuant/add_1"; -"1654 inception_v3/activation_55/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1655 inception_v3/activation_55/fake_quantize/AsymmQuant/ReadVariableOp"; -"1654 inception_v3/activation_55/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1657 inception_v3/activation_55/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1655 inception_v3/activation_55/fake_quantize/AsymmQuant/ReadVariableOp" -> "1656 inception_v3/activation_55/fake_quantize/AsymmQuant/add_1"; -"1656 inception_v3/activation_55/fake_quantize/AsymmQuant/add_1" -> "1658 inception_v3/activation_55/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1657 inception_v3/activation_55/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1658 inception_v3/activation_55/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1658 inception_v3/activation_55/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1670 inception_v3/conv2d_56/Conv2D"; -"1659 inception_v3/conv2d_56/SymmQuant/Abs/ReadVariableOp/resource" -> "1660 inception_v3/conv2d_56/SymmQuant/Abs/ReadVariableOp"; -"1660 inception_v3/conv2d_56/SymmQuant/Abs/ReadVariableOp" -> "1661 inception_v3/conv2d_56/SymmQuant/Abs"; -"1661 inception_v3/conv2d_56/SymmQuant/Abs" -> "1663 inception_v3/conv2d_56/SymmQuant/add"; -"1662 inception_v3/conv2d_56/SymmQuant/add/y" -> "1663 inception_v3/conv2d_56/SymmQuant/add"; -"1663 inception_v3/conv2d_56/SymmQuant/add" -> "1666 inception_v3/conv2d_56/SymmQuant/mul"; -"1663 inception_v3/conv2d_56/SymmQuant/add" -> "1669 inception_v3/conv2d_56/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1664 inception_v3/conv2d_56/SymmQuant/mul/ReadVariableOp/resource" -> "1665 inception_v3/conv2d_56/SymmQuant/mul/ReadVariableOp"; -"1665 inception_v3/conv2d_56/SymmQuant/mul/ReadVariableOp" -> "1666 inception_v3/conv2d_56/SymmQuant/mul"; -"1666 inception_v3/conv2d_56/SymmQuant/mul" -> "1669 inception_v3/conv2d_56/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1667 inception_v3/conv2d_56/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1668 inception_v3/conv2d_56/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1668 inception_v3/conv2d_56/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1669 inception_v3/conv2d_56/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1669 inception_v3/conv2d_56/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1670 inception_v3/conv2d_56/Conv2D"; -"1670 inception_v3/conv2d_56/Conv2D" -> "1690 inception_v3/batch_normalization_56/FusedBatchNormV3"; -"1671 inception_v3/conv2d_51/SymmQuant/Abs/ReadVariableOp/resource" -> "1672 inception_v3/conv2d_51/SymmQuant/Abs/ReadVariableOp"; -"1672 inception_v3/conv2d_51/SymmQuant/Abs/ReadVariableOp" -> "1673 inception_v3/conv2d_51/SymmQuant/Abs"; -"1673 inception_v3/conv2d_51/SymmQuant/Abs" -> "1675 inception_v3/conv2d_51/SymmQuant/add"; -"1674 inception_v3/conv2d_51/SymmQuant/add/y" -> "1675 inception_v3/conv2d_51/SymmQuant/add"; -"1675 inception_v3/conv2d_51/SymmQuant/add" -> "1678 inception_v3/conv2d_51/SymmQuant/mul"; -"1675 inception_v3/conv2d_51/SymmQuant/add" -> "1681 inception_v3/conv2d_51/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1676 inception_v3/conv2d_51/SymmQuant/mul/ReadVariableOp/resource" -> "1677 inception_v3/conv2d_51/SymmQuant/mul/ReadVariableOp"; -"1677 inception_v3/conv2d_51/SymmQuant/mul/ReadVariableOp" -> "1678 inception_v3/conv2d_51/SymmQuant/mul"; -"1678 inception_v3/conv2d_51/SymmQuant/mul" -> "1681 inception_v3/conv2d_51/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1679 inception_v3/conv2d_51/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1680 inception_v3/conv2d_51/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1680 inception_v3/conv2d_51/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1681 inception_v3/conv2d_51/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1681 inception_v3/conv2d_51/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1682 inception_v3/conv2d_51/Conv2D"; -"1682 inception_v3/conv2d_51/Conv2D" -> "1698 inception_v3/batch_normalization_51/FusedBatchNormV3"; -"1683 inception_v3/batch_normalization_56/scale" -> "1690 inception_v3/batch_normalization_56/FusedBatchNormV3"; -"1684 inception_v3/batch_normalization_56/ReadVariableOp/resource" -> "1685 inception_v3/batch_normalization_56/ReadVariableOp"; -"1685 inception_v3/batch_normalization_56/ReadVariableOp" -> "1690 inception_v3/batch_normalization_56/FusedBatchNormV3"; -"1686 inception_v3/batch_normalization_56/FusedBatchNormV3/ReadVariableOp/resource" -> "1687 inception_v3/batch_normalization_56/FusedBatchNormV3/ReadVariableOp"; -"1687 inception_v3/batch_normalization_56/FusedBatchNormV3/ReadVariableOp" -> "1690 inception_v3/batch_normalization_56/FusedBatchNormV3"; -"1688 inception_v3/batch_normalization_56/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1689 inception_v3/batch_normalization_56/FusedBatchNormV3/ReadVariableOp_1"; -"1689 inception_v3/batch_normalization_56/FusedBatchNormV3/ReadVariableOp_1" -> "1690 inception_v3/batch_normalization_56/FusedBatchNormV3"; -"1690 inception_v3/batch_normalization_56/FusedBatchNormV3" -> "1699 inception_v3/activation_56/Relu"; -"1691 inception_v3/batch_normalization_51/scale" -> "1698 inception_v3/batch_normalization_51/FusedBatchNormV3"; -"1692 inception_v3/batch_normalization_51/ReadVariableOp/resource" -> "1693 inception_v3/batch_normalization_51/ReadVariableOp"; -"1693 inception_v3/batch_normalization_51/ReadVariableOp" -> "1698 inception_v3/batch_normalization_51/FusedBatchNormV3"; -"1694 inception_v3/batch_normalization_51/FusedBatchNormV3/ReadVariableOp/resource" -> "1695 inception_v3/batch_normalization_51/FusedBatchNormV3/ReadVariableOp"; -"1695 inception_v3/batch_normalization_51/FusedBatchNormV3/ReadVariableOp" -> "1698 inception_v3/batch_normalization_51/FusedBatchNormV3"; -"1696 inception_v3/batch_normalization_51/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1697 inception_v3/batch_normalization_51/FusedBatchNormV3/ReadVariableOp_1"; -"1697 inception_v3/batch_normalization_51/FusedBatchNormV3/ReadVariableOp_1" -> "1698 inception_v3/batch_normalization_51/FusedBatchNormV3"; -"1698 inception_v3/batch_normalization_51/FusedBatchNormV3" -> "1700 inception_v3/activation_51/Relu"; -"1699 inception_v3/activation_56/Relu" -> "1710 inception_v3/activation_56/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1700 inception_v3/activation_51/Relu" -> "1720 inception_v3/activation_51/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1701 inception_v3/activation_56/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1702 inception_v3/activation_56/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"1702 inception_v3/activation_56/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1703 inception_v3/activation_56/fake_quantize/AsymmQuant/Abs"; -"1703 inception_v3/activation_56/fake_quantize/AsymmQuant/Abs" -> "1705 inception_v3/activation_56/fake_quantize/AsymmQuant/add"; -"1704 inception_v3/activation_56/fake_quantize/AsymmQuant/add/y" -> "1705 inception_v3/activation_56/fake_quantize/AsymmQuant/add"; -"1705 inception_v3/activation_56/fake_quantize/AsymmQuant/add" -> "1708 inception_v3/activation_56/fake_quantize/AsymmQuant/add_1"; -"1706 inception_v3/activation_56/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1707 inception_v3/activation_56/fake_quantize/AsymmQuant/ReadVariableOp"; -"1706 inception_v3/activation_56/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1709 inception_v3/activation_56/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1707 inception_v3/activation_56/fake_quantize/AsymmQuant/ReadVariableOp" -> "1708 inception_v3/activation_56/fake_quantize/AsymmQuant/add_1"; -"1708 inception_v3/activation_56/fake_quantize/AsymmQuant/add_1" -> "1710 inception_v3/activation_56/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1709 inception_v3/activation_56/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1710 inception_v3/activation_56/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1710 inception_v3/activation_56/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1732 inception_v3/conv2d_57/Conv2D"; -"1711 inception_v3/activation_51/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1712 inception_v3/activation_51/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"1712 inception_v3/activation_51/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1713 inception_v3/activation_51/fake_quantize/AsymmQuant/Abs"; -"1713 inception_v3/activation_51/fake_quantize/AsymmQuant/Abs" -> "1715 inception_v3/activation_51/fake_quantize/AsymmQuant/add"; -"1714 inception_v3/activation_51/fake_quantize/AsymmQuant/add/y" -> "1715 inception_v3/activation_51/fake_quantize/AsymmQuant/add"; -"1715 inception_v3/activation_51/fake_quantize/AsymmQuant/add" -> "1718 inception_v3/activation_51/fake_quantize/AsymmQuant/add_1"; -"1716 inception_v3/activation_51/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1717 inception_v3/activation_51/fake_quantize/AsymmQuant/ReadVariableOp"; -"1716 inception_v3/activation_51/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1719 inception_v3/activation_51/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1717 inception_v3/activation_51/fake_quantize/AsymmQuant/ReadVariableOp" -> "1718 inception_v3/activation_51/fake_quantize/AsymmQuant/add_1"; -"1718 inception_v3/activation_51/fake_quantize/AsymmQuant/add_1" -> "1720 inception_v3/activation_51/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1719 inception_v3/activation_51/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1720 inception_v3/activation_51/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1720 inception_v3/activation_51/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1744 inception_v3/conv2d_52/Conv2D"; -"1721 inception_v3/conv2d_57/SymmQuant/Abs/ReadVariableOp/resource" -> "1722 inception_v3/conv2d_57/SymmQuant/Abs/ReadVariableOp"; -"1722 inception_v3/conv2d_57/SymmQuant/Abs/ReadVariableOp" -> "1723 inception_v3/conv2d_57/SymmQuant/Abs"; -"1723 inception_v3/conv2d_57/SymmQuant/Abs" -> "1725 inception_v3/conv2d_57/SymmQuant/add"; -"1724 inception_v3/conv2d_57/SymmQuant/add/y" -> "1725 inception_v3/conv2d_57/SymmQuant/add"; -"1725 inception_v3/conv2d_57/SymmQuant/add" -> "1728 inception_v3/conv2d_57/SymmQuant/mul"; -"1725 inception_v3/conv2d_57/SymmQuant/add" -> "1731 inception_v3/conv2d_57/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1726 inception_v3/conv2d_57/SymmQuant/mul/ReadVariableOp/resource" -> "1727 inception_v3/conv2d_57/SymmQuant/mul/ReadVariableOp"; -"1727 inception_v3/conv2d_57/SymmQuant/mul/ReadVariableOp" -> "1728 inception_v3/conv2d_57/SymmQuant/mul"; -"1728 inception_v3/conv2d_57/SymmQuant/mul" -> "1731 inception_v3/conv2d_57/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1729 inception_v3/conv2d_57/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1730 inception_v3/conv2d_57/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1730 inception_v3/conv2d_57/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1731 inception_v3/conv2d_57/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1731 inception_v3/conv2d_57/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1732 inception_v3/conv2d_57/Conv2D"; -"1732 inception_v3/conv2d_57/Conv2D" -> "1752 inception_v3/batch_normalization_57/FusedBatchNormV3"; -"1733 inception_v3/conv2d_52/SymmQuant/Abs/ReadVariableOp/resource" -> "1734 inception_v3/conv2d_52/SymmQuant/Abs/ReadVariableOp"; -"1734 inception_v3/conv2d_52/SymmQuant/Abs/ReadVariableOp" -> "1735 inception_v3/conv2d_52/SymmQuant/Abs"; -"1735 inception_v3/conv2d_52/SymmQuant/Abs" -> "1737 inception_v3/conv2d_52/SymmQuant/add"; -"1736 inception_v3/conv2d_52/SymmQuant/add/y" -> "1737 inception_v3/conv2d_52/SymmQuant/add"; -"1737 inception_v3/conv2d_52/SymmQuant/add" -> "1740 inception_v3/conv2d_52/SymmQuant/mul"; -"1737 inception_v3/conv2d_52/SymmQuant/add" -> "1743 inception_v3/conv2d_52/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1738 inception_v3/conv2d_52/SymmQuant/mul/ReadVariableOp/resource" -> "1739 inception_v3/conv2d_52/SymmQuant/mul/ReadVariableOp"; -"1739 inception_v3/conv2d_52/SymmQuant/mul/ReadVariableOp" -> "1740 inception_v3/conv2d_52/SymmQuant/mul"; -"1740 inception_v3/conv2d_52/SymmQuant/mul" -> "1743 inception_v3/conv2d_52/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1741 inception_v3/conv2d_52/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1742 inception_v3/conv2d_52/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1742 inception_v3/conv2d_52/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1743 inception_v3/conv2d_52/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1743 inception_v3/conv2d_52/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1744 inception_v3/conv2d_52/Conv2D"; -"1744 inception_v3/conv2d_52/Conv2D" -> "1760 inception_v3/batch_normalization_52/FusedBatchNormV3"; -"1745 inception_v3/batch_normalization_57/scale" -> "1752 inception_v3/batch_normalization_57/FusedBatchNormV3"; -"1746 inception_v3/batch_normalization_57/ReadVariableOp/resource" -> "1747 inception_v3/batch_normalization_57/ReadVariableOp"; -"1747 inception_v3/batch_normalization_57/ReadVariableOp" -> "1752 inception_v3/batch_normalization_57/FusedBatchNormV3"; -"1748 inception_v3/batch_normalization_57/FusedBatchNormV3/ReadVariableOp/resource" -> "1749 inception_v3/batch_normalization_57/FusedBatchNormV3/ReadVariableOp"; -"1749 inception_v3/batch_normalization_57/FusedBatchNormV3/ReadVariableOp" -> "1752 inception_v3/batch_normalization_57/FusedBatchNormV3"; -"1750 inception_v3/batch_normalization_57/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1751 inception_v3/batch_normalization_57/FusedBatchNormV3/ReadVariableOp_1"; -"1751 inception_v3/batch_normalization_57/FusedBatchNormV3/ReadVariableOp_1" -> "1752 inception_v3/batch_normalization_57/FusedBatchNormV3"; -"1752 inception_v3/batch_normalization_57/FusedBatchNormV3" -> "1762 inception_v3/activation_57/Relu"; -"1753 inception_v3/batch_normalization_52/scale" -> "1760 inception_v3/batch_normalization_52/FusedBatchNormV3"; -"1754 inception_v3/batch_normalization_52/ReadVariableOp/resource" -> "1755 inception_v3/batch_normalization_52/ReadVariableOp"; -"1755 inception_v3/batch_normalization_52/ReadVariableOp" -> "1760 inception_v3/batch_normalization_52/FusedBatchNormV3"; -"1756 inception_v3/batch_normalization_52/FusedBatchNormV3/ReadVariableOp/resource" -> "1757 inception_v3/batch_normalization_52/FusedBatchNormV3/ReadVariableOp"; -"1757 inception_v3/batch_normalization_52/FusedBatchNormV3/ReadVariableOp" -> "1760 inception_v3/batch_normalization_52/FusedBatchNormV3"; -"1758 inception_v3/batch_normalization_52/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1759 inception_v3/batch_normalization_52/FusedBatchNormV3/ReadVariableOp_1"; -"1759 inception_v3/batch_normalization_52/FusedBatchNormV3/ReadVariableOp_1" -> "1760 inception_v3/batch_normalization_52/FusedBatchNormV3"; -"1760 inception_v3/batch_normalization_52/FusedBatchNormV3" -> "1763 inception_v3/activation_52/Relu"; -"1761 inception_v3/average_pooling2d_5/AvgPool" -> "1773 inception_v3/average_pooling2d_5/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1762 inception_v3/activation_57/Relu" -> "1783 inception_v3/activation_57/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1763 inception_v3/activation_52/Relu" -> "1793 inception_v3/activation_52/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1764 inception_v3/average_pooling2d_5/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1765 inception_v3/average_pooling2d_5/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"1765 inception_v3/average_pooling2d_5/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1766 inception_v3/average_pooling2d_5/fake_quantize/AsymmQuant/Abs"; -"1766 inception_v3/average_pooling2d_5/fake_quantize/AsymmQuant/Abs" -> "1768 inception_v3/average_pooling2d_5/fake_quantize/AsymmQuant/add"; -"1767 inception_v3/average_pooling2d_5/fake_quantize/AsymmQuant/add/y" -> "1768 inception_v3/average_pooling2d_5/fake_quantize/AsymmQuant/add"; -"1768 inception_v3/average_pooling2d_5/fake_quantize/AsymmQuant/add" -> "1771 inception_v3/average_pooling2d_5/fake_quantize/AsymmQuant/add_1"; -"1769 inception_v3/average_pooling2d_5/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1770 inception_v3/average_pooling2d_5/fake_quantize/AsymmQuant/ReadVariableOp"; -"1769 inception_v3/average_pooling2d_5/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1772 inception_v3/average_pooling2d_5/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1770 inception_v3/average_pooling2d_5/fake_quantize/AsymmQuant/ReadVariableOp" -> "1771 inception_v3/average_pooling2d_5/fake_quantize/AsymmQuant/add_1"; -"1771 inception_v3/average_pooling2d_5/fake_quantize/AsymmQuant/add_1" -> "1773 inception_v3/average_pooling2d_5/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1772 inception_v3/average_pooling2d_5/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1773 inception_v3/average_pooling2d_5/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1773 inception_v3/average_pooling2d_5/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1805 inception_v3/conv2d_59/Conv2D"; -"1774 inception_v3/activation_57/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1775 inception_v3/activation_57/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"1775 inception_v3/activation_57/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1776 inception_v3/activation_57/fake_quantize/AsymmQuant/Abs"; -"1776 inception_v3/activation_57/fake_quantize/AsymmQuant/Abs" -> "1778 inception_v3/activation_57/fake_quantize/AsymmQuant/add"; -"1777 inception_v3/activation_57/fake_quantize/AsymmQuant/add/y" -> "1778 inception_v3/activation_57/fake_quantize/AsymmQuant/add"; -"1778 inception_v3/activation_57/fake_quantize/AsymmQuant/add" -> "1781 inception_v3/activation_57/fake_quantize/AsymmQuant/add_1"; -"1779 inception_v3/activation_57/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1780 inception_v3/activation_57/fake_quantize/AsymmQuant/ReadVariableOp"; -"1779 inception_v3/activation_57/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1782 inception_v3/activation_57/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1780 inception_v3/activation_57/fake_quantize/AsymmQuant/ReadVariableOp" -> "1781 inception_v3/activation_57/fake_quantize/AsymmQuant/add_1"; -"1781 inception_v3/activation_57/fake_quantize/AsymmQuant/add_1" -> "1783 inception_v3/activation_57/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1782 inception_v3/activation_57/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1783 inception_v3/activation_57/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1783 inception_v3/activation_57/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1817 inception_v3/conv2d_58/Conv2D"; -"1784 inception_v3/activation_52/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1785 inception_v3/activation_52/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"1785 inception_v3/activation_52/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1786 inception_v3/activation_52/fake_quantize/AsymmQuant/Abs"; -"1786 inception_v3/activation_52/fake_quantize/AsymmQuant/Abs" -> "1788 inception_v3/activation_52/fake_quantize/AsymmQuant/add"; -"1787 inception_v3/activation_52/fake_quantize/AsymmQuant/add/y" -> "1788 inception_v3/activation_52/fake_quantize/AsymmQuant/add"; -"1788 inception_v3/activation_52/fake_quantize/AsymmQuant/add" -> "1791 inception_v3/activation_52/fake_quantize/AsymmQuant/add_1"; -"1789 inception_v3/activation_52/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1790 inception_v3/activation_52/fake_quantize/AsymmQuant/ReadVariableOp"; -"1789 inception_v3/activation_52/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1792 inception_v3/activation_52/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1790 inception_v3/activation_52/fake_quantize/AsymmQuant/ReadVariableOp" -> "1791 inception_v3/activation_52/fake_quantize/AsymmQuant/add_1"; -"1791 inception_v3/activation_52/fake_quantize/AsymmQuant/add_1" -> "1793 inception_v3/activation_52/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1792 inception_v3/activation_52/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1793 inception_v3/activation_52/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1793 inception_v3/activation_52/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1829 inception_v3/conv2d_53/Conv2D"; -"1794 inception_v3/conv2d_59/SymmQuant/Abs/ReadVariableOp/resource" -> "1795 inception_v3/conv2d_59/SymmQuant/Abs/ReadVariableOp"; -"1795 inception_v3/conv2d_59/SymmQuant/Abs/ReadVariableOp" -> "1796 inception_v3/conv2d_59/SymmQuant/Abs"; -"1796 inception_v3/conv2d_59/SymmQuant/Abs" -> "1798 inception_v3/conv2d_59/SymmQuant/add"; -"1797 inception_v3/conv2d_59/SymmQuant/add/y" -> "1798 inception_v3/conv2d_59/SymmQuant/add"; -"1798 inception_v3/conv2d_59/SymmQuant/add" -> "1801 inception_v3/conv2d_59/SymmQuant/mul"; -"1798 inception_v3/conv2d_59/SymmQuant/add" -> "1804 inception_v3/conv2d_59/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1799 inception_v3/conv2d_59/SymmQuant/mul/ReadVariableOp/resource" -> "1800 inception_v3/conv2d_59/SymmQuant/mul/ReadVariableOp"; -"1800 inception_v3/conv2d_59/SymmQuant/mul/ReadVariableOp" -> "1801 inception_v3/conv2d_59/SymmQuant/mul"; -"1801 inception_v3/conv2d_59/SymmQuant/mul" -> "1804 inception_v3/conv2d_59/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1802 inception_v3/conv2d_59/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1803 inception_v3/conv2d_59/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1803 inception_v3/conv2d_59/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1804 inception_v3/conv2d_59/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1804 inception_v3/conv2d_59/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1805 inception_v3/conv2d_59/Conv2D"; -"1805 inception_v3/conv2d_59/Conv2D" -> "1849 inception_v3/batch_normalization_59/FusedBatchNormV3"; -"1806 inception_v3/conv2d_58/SymmQuant/Abs/ReadVariableOp/resource" -> "1807 inception_v3/conv2d_58/SymmQuant/Abs/ReadVariableOp"; -"1807 inception_v3/conv2d_58/SymmQuant/Abs/ReadVariableOp" -> "1808 inception_v3/conv2d_58/SymmQuant/Abs"; -"1808 inception_v3/conv2d_58/SymmQuant/Abs" -> "1810 inception_v3/conv2d_58/SymmQuant/add"; -"1809 inception_v3/conv2d_58/SymmQuant/add/y" -> "1810 inception_v3/conv2d_58/SymmQuant/add"; -"1810 inception_v3/conv2d_58/SymmQuant/add" -> "1813 inception_v3/conv2d_58/SymmQuant/mul"; -"1810 inception_v3/conv2d_58/SymmQuant/add" -> "1816 inception_v3/conv2d_58/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1811 inception_v3/conv2d_58/SymmQuant/mul/ReadVariableOp/resource" -> "1812 inception_v3/conv2d_58/SymmQuant/mul/ReadVariableOp"; -"1812 inception_v3/conv2d_58/SymmQuant/mul/ReadVariableOp" -> "1813 inception_v3/conv2d_58/SymmQuant/mul"; -"1813 inception_v3/conv2d_58/SymmQuant/mul" -> "1816 inception_v3/conv2d_58/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1814 inception_v3/conv2d_58/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1815 inception_v3/conv2d_58/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1815 inception_v3/conv2d_58/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1816 inception_v3/conv2d_58/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1816 inception_v3/conv2d_58/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1817 inception_v3/conv2d_58/Conv2D"; -"1817 inception_v3/conv2d_58/Conv2D" -> "1857 inception_v3/batch_normalization_58/FusedBatchNormV3"; -"1818 inception_v3/conv2d_53/SymmQuant/Abs/ReadVariableOp/resource" -> "1819 inception_v3/conv2d_53/SymmQuant/Abs/ReadVariableOp"; -"1819 inception_v3/conv2d_53/SymmQuant/Abs/ReadVariableOp" -> "1820 inception_v3/conv2d_53/SymmQuant/Abs"; -"1820 inception_v3/conv2d_53/SymmQuant/Abs" -> "1822 inception_v3/conv2d_53/SymmQuant/add"; -"1821 inception_v3/conv2d_53/SymmQuant/add/y" -> "1822 inception_v3/conv2d_53/SymmQuant/add"; -"1822 inception_v3/conv2d_53/SymmQuant/add" -> "1825 inception_v3/conv2d_53/SymmQuant/mul"; -"1822 inception_v3/conv2d_53/SymmQuant/add" -> "1828 inception_v3/conv2d_53/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1823 inception_v3/conv2d_53/SymmQuant/mul/ReadVariableOp/resource" -> "1824 inception_v3/conv2d_53/SymmQuant/mul/ReadVariableOp"; -"1824 inception_v3/conv2d_53/SymmQuant/mul/ReadVariableOp" -> "1825 inception_v3/conv2d_53/SymmQuant/mul"; -"1825 inception_v3/conv2d_53/SymmQuant/mul" -> "1828 inception_v3/conv2d_53/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; 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inception_v3/conv2d_50/SymmQuant/add"; -"1834 inception_v3/conv2d_50/SymmQuant/add" -> "1837 inception_v3/conv2d_50/SymmQuant/mul"; -"1834 inception_v3/conv2d_50/SymmQuant/add" -> "1840 inception_v3/conv2d_50/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1835 inception_v3/conv2d_50/SymmQuant/mul/ReadVariableOp/resource" -> "1836 inception_v3/conv2d_50/SymmQuant/mul/ReadVariableOp"; -"1836 inception_v3/conv2d_50/SymmQuant/mul/ReadVariableOp" -> "1837 inception_v3/conv2d_50/SymmQuant/mul"; -"1837 inception_v3/conv2d_50/SymmQuant/mul" -> "1840 inception_v3/conv2d_50/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1838 inception_v3/conv2d_50/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1839 inception_v3/conv2d_50/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1839 inception_v3/conv2d_50/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1840 inception_v3/conv2d_50/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1840 inception_v3/conv2d_50/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1841 inception_v3/conv2d_50/Conv2D"; -"1841 inception_v3/conv2d_50/Conv2D" -> "1873 inception_v3/batch_normalization_50/FusedBatchNormV3"; -"1842 inception_v3/batch_normalization_59/scale" -> "1849 inception_v3/batch_normalization_59/FusedBatchNormV3"; -"1843 inception_v3/batch_normalization_59/ReadVariableOp/resource" -> "1844 inception_v3/batch_normalization_59/ReadVariableOp"; -"1844 inception_v3/batch_normalization_59/ReadVariableOp" -> "1849 inception_v3/batch_normalization_59/FusedBatchNormV3"; -"1845 inception_v3/batch_normalization_59/FusedBatchNormV3/ReadVariableOp/resource" -> "1846 inception_v3/batch_normalization_59/FusedBatchNormV3/ReadVariableOp"; -"1846 inception_v3/batch_normalization_59/FusedBatchNormV3/ReadVariableOp" -> "1849 inception_v3/batch_normalization_59/FusedBatchNormV3"; -"1847 inception_v3/batch_normalization_59/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1848 inception_v3/batch_normalization_59/FusedBatchNormV3/ReadVariableOp_1"; -"1848 inception_v3/batch_normalization_59/FusedBatchNormV3/ReadVariableOp_1" -> "1849 inception_v3/batch_normalization_59/FusedBatchNormV3"; -"1849 inception_v3/batch_normalization_59/FusedBatchNormV3" -> "1874 inception_v3/activation_59/Relu"; -"1850 inception_v3/batch_normalization_58/scale" -> "1857 inception_v3/batch_normalization_58/FusedBatchNormV3"; -"1851 inception_v3/batch_normalization_58/ReadVariableOp/resource" -> "1852 inception_v3/batch_normalization_58/ReadVariableOp"; -"1852 inception_v3/batch_normalization_58/ReadVariableOp" -> "1857 inception_v3/batch_normalization_58/FusedBatchNormV3"; -"1853 inception_v3/batch_normalization_58/FusedBatchNormV3/ReadVariableOp/resource" -> "1854 inception_v3/batch_normalization_58/FusedBatchNormV3/ReadVariableOp"; -"1854 inception_v3/batch_normalization_58/FusedBatchNormV3/ReadVariableOp" -> "1857 inception_v3/batch_normalization_58/FusedBatchNormV3"; -"1855 inception_v3/batch_normalization_58/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1856 inception_v3/batch_normalization_58/FusedBatchNormV3/ReadVariableOp_1"; -"1856 inception_v3/batch_normalization_58/FusedBatchNormV3/ReadVariableOp_1" -> "1857 inception_v3/batch_normalization_58/FusedBatchNormV3"; -"1857 inception_v3/batch_normalization_58/FusedBatchNormV3" -> "1875 inception_v3/activation_58/Relu"; -"1858 inception_v3/batch_normalization_53/scale" -> "1865 inception_v3/batch_normalization_53/FusedBatchNormV3"; -"1859 inception_v3/batch_normalization_53/ReadVariableOp/resource" -> "1860 inception_v3/batch_normalization_53/ReadVariableOp"; -"1860 inception_v3/batch_normalization_53/ReadVariableOp" -> "1865 inception_v3/batch_normalization_53/FusedBatchNormV3"; -"1861 inception_v3/batch_normalization_53/FusedBatchNormV3/ReadVariableOp/resource" -> "1862 inception_v3/batch_normalization_53/FusedBatchNormV3/ReadVariableOp"; -"1862 inception_v3/batch_normalization_53/FusedBatchNormV3/ReadVariableOp" -> "1865 inception_v3/batch_normalization_53/FusedBatchNormV3"; -"1863 inception_v3/batch_normalization_53/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1864 inception_v3/batch_normalization_53/FusedBatchNormV3/ReadVariableOp_1"; -"1864 inception_v3/batch_normalization_53/FusedBatchNormV3/ReadVariableOp_1" -> "1865 inception_v3/batch_normalization_53/FusedBatchNormV3"; -"1865 inception_v3/batch_normalization_53/FusedBatchNormV3" -> "1876 inception_v3/activation_53/Relu"; -"1866 inception_v3/batch_normalization_50/scale" -> "1873 inception_v3/batch_normalization_50/FusedBatchNormV3"; -"1867 inception_v3/batch_normalization_50/ReadVariableOp/resource" -> "1868 inception_v3/batch_normalization_50/ReadVariableOp"; -"1868 inception_v3/batch_normalization_50/ReadVariableOp" -> "1873 inception_v3/batch_normalization_50/FusedBatchNormV3"; -"1869 inception_v3/batch_normalization_50/FusedBatchNormV3/ReadVariableOp/resource" -> "1870 inception_v3/batch_normalization_50/FusedBatchNormV3/ReadVariableOp"; -"1870 inception_v3/batch_normalization_50/FusedBatchNormV3/ReadVariableOp" -> "1873 inception_v3/batch_normalization_50/FusedBatchNormV3"; -"1871 inception_v3/batch_normalization_50/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1872 inception_v3/batch_normalization_50/FusedBatchNormV3/ReadVariableOp_1"; -"1872 inception_v3/batch_normalization_50/FusedBatchNormV3/ReadVariableOp_1" -> "1873 inception_v3/batch_normalization_50/FusedBatchNormV3"; -"1873 inception_v3/batch_normalization_50/FusedBatchNormV3" -> "1877 inception_v3/activation_50/Relu"; -"1874 inception_v3/activation_59/Relu" -> "1911 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars"; -"1875 inception_v3/activation_58/Relu" -> "1903 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars"; -"1876 inception_v3/activation_53/Relu" -> "1895 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars"; -"1877 inception_v3/activation_50/Relu" -> "1887 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars"; -"1878 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp/resource" -> "1879 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp"; -"1878 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp/resource" -> "1888 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_1/Abs/ReadVariableOp"; -"1878 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp/resource" -> "1896 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_2/Abs/ReadVariableOp"; -"1878 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp/resource" -> "1904 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_3/Abs/ReadVariableOp"; -"1879 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp" -> "1880 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant/Abs"; -"1880 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant/Abs" -> "1882 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant/add"; -"1881 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant/add/y" -> "1882 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant/add"; -"1882 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant/add" -> "1885 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant/add_1"; -"1883 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "1884 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp"; 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inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1883 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "1908 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_3/ReadVariableOp"; -"1883 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "1910 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1884 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp" -> "1885 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant/add_1"; -"1885 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant/add_1" -> "1887 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars"; -"1886 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1887 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars"; -"1887 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars" -> "1913 inception_v3/mixed6/concat"; -"1888 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_1/Abs/ReadVariableOp" -> "1889 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_1/Abs"; -"1889 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_1/Abs" -> "1891 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_1/add"; -"1890 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_1/add/y" -> "1891 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_1/add"; -"1891 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_1/add" -> "1893 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_1/add_1"; -"1892 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_1/ReadVariableOp" -> "1893 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_1/add_1"; -"1893 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_1/add_1" -> "1895 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars"; -"1894 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1895 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars"; -"1895 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars" -> "1913 inception_v3/mixed6/concat"; -"1896 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_2/Abs/ReadVariableOp" -> "1897 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_2/Abs"; -"1897 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_2/Abs" -> "1899 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_2/add"; -"1898 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_2/add/y" -> "1899 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_2/add"; -"1899 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_2/add" -> "1901 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_2/add_1"; -"1900 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_2/ReadVariableOp" -> "1901 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_2/add_1"; -"1901 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_2/add_1" -> "1903 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars"; -"1902 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1903 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars"; -"1903 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars" -> "1913 inception_v3/mixed6/concat"; -"1904 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_3/Abs/ReadVariableOp" -> "1905 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_3/Abs"; -"1905 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_3/Abs" -> "1907 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_3/add"; -"1906 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_3/add/y" -> "1907 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_3/add"; -"1907 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_3/add" -> "1909 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_3/add_1"; -"1908 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_3/ReadVariableOp" -> "1909 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_3/add_1"; -"1909 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_3/add_1" -> "1911 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars"; -"1910 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1911 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars"; -"1911 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars" -> "1913 inception_v3/mixed6/concat"; -"1912 inception_v3/mixed6/concat/axis" -> "1913 inception_v3/mixed6/concat"; -"1913 inception_v3/mixed6/concat" -> "1925 inception_v3/conv2d_64/Conv2D"; -"1913 inception_v3/mixed6/concat" -> "1999 inception_v3/conv2d_61/Conv2D"; -"1913 inception_v3/mixed6/concat" -> "2078 inception_v3/average_pooling2d_6/AvgPool"; -"1913 inception_v3/mixed6/concat" -> "2158 inception_v3/conv2d_60/Conv2D"; -"1914 inception_v3/conv2d_64/SymmQuant/Abs/ReadVariableOp/resource" -> "1915 inception_v3/conv2d_64/SymmQuant/Abs/ReadVariableOp"; -"1915 inception_v3/conv2d_64/SymmQuant/Abs/ReadVariableOp" -> "1916 inception_v3/conv2d_64/SymmQuant/Abs"; -"1916 inception_v3/conv2d_64/SymmQuant/Abs" -> "1918 inception_v3/conv2d_64/SymmQuant/add"; -"1917 inception_v3/conv2d_64/SymmQuant/add/y" -> "1918 inception_v3/conv2d_64/SymmQuant/add"; -"1918 inception_v3/conv2d_64/SymmQuant/add" -> "1921 inception_v3/conv2d_64/SymmQuant/mul"; -"1918 inception_v3/conv2d_64/SymmQuant/add" -> "1924 inception_v3/conv2d_64/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1919 inception_v3/conv2d_64/SymmQuant/mul/ReadVariableOp/resource" -> "1920 inception_v3/conv2d_64/SymmQuant/mul/ReadVariableOp"; -"1920 inception_v3/conv2d_64/SymmQuant/mul/ReadVariableOp" -> "1921 inception_v3/conv2d_64/SymmQuant/mul"; -"1921 inception_v3/conv2d_64/SymmQuant/mul" -> "1924 inception_v3/conv2d_64/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1922 inception_v3/conv2d_64/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1923 inception_v3/conv2d_64/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1923 inception_v3/conv2d_64/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1924 inception_v3/conv2d_64/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1924 inception_v3/conv2d_64/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1925 inception_v3/conv2d_64/Conv2D"; -"1925 inception_v3/conv2d_64/Conv2D" -> "1933 inception_v3/batch_normalization_64/FusedBatchNormV3"; -"1926 inception_v3/batch_normalization_64/scale" -> "1933 inception_v3/batch_normalization_64/FusedBatchNormV3"; -"1927 inception_v3/batch_normalization_64/ReadVariableOp/resource" -> "1928 inception_v3/batch_normalization_64/ReadVariableOp"; -"1928 inception_v3/batch_normalization_64/ReadVariableOp" -> "1933 inception_v3/batch_normalization_64/FusedBatchNormV3"; -"1929 inception_v3/batch_normalization_64/FusedBatchNormV3/ReadVariableOp/resource" -> "1930 inception_v3/batch_normalization_64/FusedBatchNormV3/ReadVariableOp"; -"1930 inception_v3/batch_normalization_64/FusedBatchNormV3/ReadVariableOp" -> "1933 inception_v3/batch_normalization_64/FusedBatchNormV3"; -"1931 inception_v3/batch_normalization_64/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1932 inception_v3/batch_normalization_64/FusedBatchNormV3/ReadVariableOp_1"; -"1932 inception_v3/batch_normalization_64/FusedBatchNormV3/ReadVariableOp_1" -> "1933 inception_v3/batch_normalization_64/FusedBatchNormV3"; -"1933 inception_v3/batch_normalization_64/FusedBatchNormV3" -> "1934 inception_v3/activation_64/Relu"; -"1934 inception_v3/activation_64/Relu" -> "1944 inception_v3/activation_64/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1935 inception_v3/activation_64/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1936 inception_v3/activation_64/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"1936 inception_v3/activation_64/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1937 inception_v3/activation_64/fake_quantize/AsymmQuant/Abs"; -"1937 inception_v3/activation_64/fake_quantize/AsymmQuant/Abs" -> "1939 inception_v3/activation_64/fake_quantize/AsymmQuant/add"; -"1938 inception_v3/activation_64/fake_quantize/AsymmQuant/add/y" -> "1939 inception_v3/activation_64/fake_quantize/AsymmQuant/add"; -"1939 inception_v3/activation_64/fake_quantize/AsymmQuant/add" -> "1942 inception_v3/activation_64/fake_quantize/AsymmQuant/add_1"; -"1940 inception_v3/activation_64/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1941 inception_v3/activation_64/fake_quantize/AsymmQuant/ReadVariableOp"; -"1940 inception_v3/activation_64/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1943 inception_v3/activation_64/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1941 inception_v3/activation_64/fake_quantize/AsymmQuant/ReadVariableOp" -> "1942 inception_v3/activation_64/fake_quantize/AsymmQuant/add_1"; -"1942 inception_v3/activation_64/fake_quantize/AsymmQuant/add_1" -> "1944 inception_v3/activation_64/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1943 inception_v3/activation_64/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1944 inception_v3/activation_64/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1944 inception_v3/activation_64/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1956 inception_v3/conv2d_65/Conv2D"; -"1945 inception_v3/conv2d_65/SymmQuant/Abs/ReadVariableOp/resource" -> "1946 inception_v3/conv2d_65/SymmQuant/Abs/ReadVariableOp"; -"1946 inception_v3/conv2d_65/SymmQuant/Abs/ReadVariableOp" -> "1947 inception_v3/conv2d_65/SymmQuant/Abs"; -"1947 inception_v3/conv2d_65/SymmQuant/Abs" -> "1949 inception_v3/conv2d_65/SymmQuant/add"; -"1948 inception_v3/conv2d_65/SymmQuant/add/y" -> "1949 inception_v3/conv2d_65/SymmQuant/add"; -"1949 inception_v3/conv2d_65/SymmQuant/add" -> "1952 inception_v3/conv2d_65/SymmQuant/mul"; -"1949 inception_v3/conv2d_65/SymmQuant/add" -> "1955 inception_v3/conv2d_65/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1950 inception_v3/conv2d_65/SymmQuant/mul/ReadVariableOp/resource" -> "1951 inception_v3/conv2d_65/SymmQuant/mul/ReadVariableOp"; -"1951 inception_v3/conv2d_65/SymmQuant/mul/ReadVariableOp" -> "1952 inception_v3/conv2d_65/SymmQuant/mul"; -"1952 inception_v3/conv2d_65/SymmQuant/mul" -> "1955 inception_v3/conv2d_65/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1953 inception_v3/conv2d_65/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1954 inception_v3/conv2d_65/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1954 inception_v3/conv2d_65/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1955 inception_v3/conv2d_65/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1955 inception_v3/conv2d_65/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1956 inception_v3/conv2d_65/Conv2D"; -"1956 inception_v3/conv2d_65/Conv2D" -> "1964 inception_v3/batch_normalization_65/FusedBatchNormV3"; -"1957 inception_v3/batch_normalization_65/scale" -> "1964 inception_v3/batch_normalization_65/FusedBatchNormV3"; -"1958 inception_v3/batch_normalization_65/ReadVariableOp/resource" -> "1959 inception_v3/batch_normalization_65/ReadVariableOp"; -"1959 inception_v3/batch_normalization_65/ReadVariableOp" -> "1964 inception_v3/batch_normalization_65/FusedBatchNormV3"; -"1960 inception_v3/batch_normalization_65/FusedBatchNormV3/ReadVariableOp/resource" -> "1961 inception_v3/batch_normalization_65/FusedBatchNormV3/ReadVariableOp"; -"1961 inception_v3/batch_normalization_65/FusedBatchNormV3/ReadVariableOp" -> "1964 inception_v3/batch_normalization_65/FusedBatchNormV3"; -"1962 inception_v3/batch_normalization_65/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1963 inception_v3/batch_normalization_65/FusedBatchNormV3/ReadVariableOp_1"; -"1963 inception_v3/batch_normalization_65/FusedBatchNormV3/ReadVariableOp_1" -> "1964 inception_v3/batch_normalization_65/FusedBatchNormV3"; -"1964 inception_v3/batch_normalization_65/FusedBatchNormV3" -> "1965 inception_v3/activation_65/Relu"; -"1965 inception_v3/activation_65/Relu" -> "1975 inception_v3/activation_65/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1966 inception_v3/activation_65/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1967 inception_v3/activation_65/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"1967 inception_v3/activation_65/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1968 inception_v3/activation_65/fake_quantize/AsymmQuant/Abs"; -"1968 inception_v3/activation_65/fake_quantize/AsymmQuant/Abs" -> "1970 inception_v3/activation_65/fake_quantize/AsymmQuant/add"; -"1969 inception_v3/activation_65/fake_quantize/AsymmQuant/add/y" -> "1970 inception_v3/activation_65/fake_quantize/AsymmQuant/add"; -"1970 inception_v3/activation_65/fake_quantize/AsymmQuant/add" -> "1973 inception_v3/activation_65/fake_quantize/AsymmQuant/add_1"; -"1971 inception_v3/activation_65/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1972 inception_v3/activation_65/fake_quantize/AsymmQuant/ReadVariableOp"; -"1971 inception_v3/activation_65/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1974 inception_v3/activation_65/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1972 inception_v3/activation_65/fake_quantize/AsymmQuant/ReadVariableOp" -> "1973 inception_v3/activation_65/fake_quantize/AsymmQuant/add_1"; -"1973 inception_v3/activation_65/fake_quantize/AsymmQuant/add_1" -> "1975 inception_v3/activation_65/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1974 inception_v3/activation_65/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1975 inception_v3/activation_65/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1975 inception_v3/activation_65/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1987 inception_v3/conv2d_66/Conv2D"; -"1976 inception_v3/conv2d_66/SymmQuant/Abs/ReadVariableOp/resource" -> "1977 inception_v3/conv2d_66/SymmQuant/Abs/ReadVariableOp"; -"1977 inception_v3/conv2d_66/SymmQuant/Abs/ReadVariableOp" -> "1978 inception_v3/conv2d_66/SymmQuant/Abs"; -"1978 inception_v3/conv2d_66/SymmQuant/Abs" -> "1980 inception_v3/conv2d_66/SymmQuant/add"; -"1979 inception_v3/conv2d_66/SymmQuant/add/y" -> "1980 inception_v3/conv2d_66/SymmQuant/add"; -"1980 inception_v3/conv2d_66/SymmQuant/add" -> "1983 inception_v3/conv2d_66/SymmQuant/mul"; -"1980 inception_v3/conv2d_66/SymmQuant/add" -> "1986 inception_v3/conv2d_66/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1981 inception_v3/conv2d_66/SymmQuant/mul/ReadVariableOp/resource" -> "1982 inception_v3/conv2d_66/SymmQuant/mul/ReadVariableOp"; -"1982 inception_v3/conv2d_66/SymmQuant/mul/ReadVariableOp" -> "1983 inception_v3/conv2d_66/SymmQuant/mul"; -"1983 inception_v3/conv2d_66/SymmQuant/mul" -> "1986 inception_v3/conv2d_66/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1984 inception_v3/conv2d_66/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1985 inception_v3/conv2d_66/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1985 inception_v3/conv2d_66/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1986 inception_v3/conv2d_66/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1986 inception_v3/conv2d_66/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1987 inception_v3/conv2d_66/Conv2D"; -"1987 inception_v3/conv2d_66/Conv2D" -> "2007 inception_v3/batch_normalization_66/FusedBatchNormV3"; -"1988 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inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2228 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars"; -"2228 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars" -> "2230 inception_v3/mixed7/concat"; -"2229 inception_v3/mixed7/concat/axis" -> "2230 inception_v3/mixed7/concat"; -"2230 inception_v3/mixed7/concat" -> "2242 inception_v3/conv2d_72/Conv2D"; -"2230 inception_v3/mixed7/concat" -> "2316 inception_v3/conv2d_70/Conv2D"; -"2230 inception_v3/mixed7/concat" -> "2413 inception_v3/max_pooling2d_3/MaxPool"; -"2231 inception_v3/conv2d_72/SymmQuant/Abs/ReadVariableOp/resource" -> "2232 inception_v3/conv2d_72/SymmQuant/Abs/ReadVariableOp"; -"2232 inception_v3/conv2d_72/SymmQuant/Abs/ReadVariableOp" -> "2233 inception_v3/conv2d_72/SymmQuant/Abs"; -"2233 inception_v3/conv2d_72/SymmQuant/Abs" -> "2235 inception_v3/conv2d_72/SymmQuant/add"; -"2234 inception_v3/conv2d_72/SymmQuant/add/y" -> "2235 inception_v3/conv2d_72/SymmQuant/add"; -"2235 inception_v3/conv2d_72/SymmQuant/add" -> "2238 inception_v3/conv2d_72/SymmQuant/mul"; -"2235 inception_v3/conv2d_72/SymmQuant/add" -> "2241 inception_v3/conv2d_72/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2236 inception_v3/conv2d_72/SymmQuant/mul/ReadVariableOp/resource" -> "2237 inception_v3/conv2d_72/SymmQuant/mul/ReadVariableOp"; -"2237 inception_v3/conv2d_72/SymmQuant/mul/ReadVariableOp" -> "2238 inception_v3/conv2d_72/SymmQuant/mul"; -"2238 inception_v3/conv2d_72/SymmQuant/mul" -> "2241 inception_v3/conv2d_72/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2239 inception_v3/conv2d_72/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "2240 inception_v3/conv2d_72/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"2240 inception_v3/conv2d_72/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> 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inception_v3/activation_73/Relu"; -"2282 inception_v3/activation_73/Relu" -> "2292 inception_v3/activation_73/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2283 inception_v3/activation_73/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "2284 inception_v3/activation_73/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"2284 inception_v3/activation_73/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "2285 inception_v3/activation_73/fake_quantize/AsymmQuant/Abs"; -"2285 inception_v3/activation_73/fake_quantize/AsymmQuant/Abs" -> "2287 inception_v3/activation_73/fake_quantize/AsymmQuant/add"; -"2286 inception_v3/activation_73/fake_quantize/AsymmQuant/add/y" -> "2287 inception_v3/activation_73/fake_quantize/AsymmQuant/add"; -"2287 inception_v3/activation_73/fake_quantize/AsymmQuant/add" -> "2290 inception_v3/activation_73/fake_quantize/AsymmQuant/add_1"; -"2288 inception_v3/activation_73/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2289 inception_v3/activation_73/fake_quantize/AsymmQuant/ReadVariableOp"; -"2288 inception_v3/activation_73/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2291 inception_v3/activation_73/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2289 inception_v3/activation_73/fake_quantize/AsymmQuant/ReadVariableOp" -> "2290 inception_v3/activation_73/fake_quantize/AsymmQuant/add_1"; -"2290 inception_v3/activation_73/fake_quantize/AsymmQuant/add_1" -> "2292 inception_v3/activation_73/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2291 inception_v3/activation_73/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2292 inception_v3/activation_73/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2292 inception_v3/activation_73/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "2304 inception_v3/conv2d_74/Conv2D"; -"2293 inception_v3/conv2d_74/SymmQuant/Abs/ReadVariableOp/resource" -> "2294 inception_v3/conv2d_74/SymmQuant/Abs/ReadVariableOp"; 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inception_v3/activation_74/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2344 inception_v3/activation_74/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2344 inception_v3/activation_74/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "2366 inception_v3/conv2d_75/Conv2D"; -"2345 inception_v3/activation_70/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "2346 inception_v3/activation_70/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"2346 inception_v3/activation_70/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "2347 inception_v3/activation_70/fake_quantize/AsymmQuant/Abs"; -"2347 inception_v3/activation_70/fake_quantize/AsymmQuant/Abs" -> "2349 inception_v3/activation_70/fake_quantize/AsymmQuant/add"; -"2348 inception_v3/activation_70/fake_quantize/AsymmQuant/add/y" -> "2349 inception_v3/activation_70/fake_quantize/AsymmQuant/add"; -"2349 inception_v3/activation_70/fake_quantize/AsymmQuant/add" -> "2352 inception_v3/activation_70/fake_quantize/AsymmQuant/add_1"; -"2350 inception_v3/activation_70/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2351 inception_v3/activation_70/fake_quantize/AsymmQuant/ReadVariableOp"; -"2350 inception_v3/activation_70/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2353 inception_v3/activation_70/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2351 inception_v3/activation_70/fake_quantize/AsymmQuant/ReadVariableOp" -> "2352 inception_v3/activation_70/fake_quantize/AsymmQuant/add_1"; -"2352 inception_v3/activation_70/fake_quantize/AsymmQuant/add_1" -> "2354 inception_v3/activation_70/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2353 inception_v3/activation_70/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2354 inception_v3/activation_70/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2354 inception_v3/activation_70/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "2378 inception_v3/conv2d_71/Conv2D"; -"2355 inception_v3/conv2d_75/SymmQuant/Abs/ReadVariableOp/resource" -> "2356 inception_v3/conv2d_75/SymmQuant/Abs/ReadVariableOp"; -"2356 inception_v3/conv2d_75/SymmQuant/Abs/ReadVariableOp" -> "2357 inception_v3/conv2d_75/SymmQuant/Abs"; -"2357 inception_v3/conv2d_75/SymmQuant/Abs" -> "2359 inception_v3/conv2d_75/SymmQuant/add"; -"2358 inception_v3/conv2d_75/SymmQuant/add/y" -> "2359 inception_v3/conv2d_75/SymmQuant/add"; -"2359 inception_v3/conv2d_75/SymmQuant/add" -> "2362 inception_v3/conv2d_75/SymmQuant/mul"; -"2359 inception_v3/conv2d_75/SymmQuant/add" -> "2365 inception_v3/conv2d_75/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2360 inception_v3/conv2d_75/SymmQuant/mul/ReadVariableOp/resource" -> "2361 inception_v3/conv2d_75/SymmQuant/mul/ReadVariableOp"; -"2361 inception_v3/conv2d_75/SymmQuant/mul/ReadVariableOp" -> "2362 inception_v3/conv2d_75/SymmQuant/mul"; -"2362 inception_v3/conv2d_75/SymmQuant/mul" -> "2365 inception_v3/conv2d_75/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2363 inception_v3/conv2d_75/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "2364 inception_v3/conv2d_75/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"2364 inception_v3/conv2d_75/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "2365 inception_v3/conv2d_75/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2365 inception_v3/conv2d_75/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "2366 inception_v3/conv2d_75/Conv2D"; -"2366 inception_v3/conv2d_75/Conv2D" -> "2386 inception_v3/batch_normalization_75/FusedBatchNormV3"; -"2367 inception_v3/conv2d_71/SymmQuant/Abs/ReadVariableOp/resource" -> "2368 inception_v3/conv2d_71/SymmQuant/Abs/ReadVariableOp"; -"2368 inception_v3/conv2d_71/SymmQuant/Abs/ReadVariableOp" -> "2369 inception_v3/conv2d_71/SymmQuant/Abs"; -"2369 inception_v3/conv2d_71/SymmQuant/Abs" -> "2371 inception_v3/conv2d_71/SymmQuant/add"; -"2370 inception_v3/conv2d_71/SymmQuant/add/y" -> "2371 inception_v3/conv2d_71/SymmQuant/add"; -"2371 inception_v3/conv2d_71/SymmQuant/add" -> "2374 inception_v3/conv2d_71/SymmQuant/mul"; -"2371 inception_v3/conv2d_71/SymmQuant/add" -> "2377 inception_v3/conv2d_71/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2372 inception_v3/conv2d_71/SymmQuant/mul/ReadVariableOp/resource" -> "2373 inception_v3/conv2d_71/SymmQuant/mul/ReadVariableOp"; -"2373 inception_v3/conv2d_71/SymmQuant/mul/ReadVariableOp" -> "2374 inception_v3/conv2d_71/SymmQuant/mul"; -"2374 inception_v3/conv2d_71/SymmQuant/mul" -> "2377 inception_v3/conv2d_71/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2375 inception_v3/conv2d_71/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "2376 inception_v3/conv2d_71/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"2376 inception_v3/conv2d_71/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "2377 inception_v3/conv2d_71/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2377 inception_v3/conv2d_71/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "2378 inception_v3/conv2d_71/Conv2D"; -"2378 inception_v3/conv2d_71/Conv2D" -> "2394 inception_v3/batch_normalization_71/FusedBatchNormV3"; -"2379 inception_v3/batch_normalization_75/scale" -> "2386 inception_v3/batch_normalization_75/FusedBatchNormV3"; -"2380 inception_v3/batch_normalization_75/ReadVariableOp/resource" -> "2381 inception_v3/batch_normalization_75/ReadVariableOp"; -"2381 inception_v3/batch_normalization_75/ReadVariableOp" -> "2386 inception_v3/batch_normalization_75/FusedBatchNormV3"; -"2382 inception_v3/batch_normalization_75/FusedBatchNormV3/ReadVariableOp/resource" -> "2383 inception_v3/batch_normalization_75/FusedBatchNormV3/ReadVariableOp"; -"2383 inception_v3/batch_normalization_75/FusedBatchNormV3/ReadVariableOp" -> "2386 inception_v3/batch_normalization_75/FusedBatchNormV3"; -"2384 inception_v3/batch_normalization_75/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2385 inception_v3/batch_normalization_75/FusedBatchNormV3/ReadVariableOp_1"; -"2385 inception_v3/batch_normalization_75/FusedBatchNormV3/ReadVariableOp_1" -> "2386 inception_v3/batch_normalization_75/FusedBatchNormV3"; -"2386 inception_v3/batch_normalization_75/FusedBatchNormV3" -> "2395 inception_v3/activation_75/Relu"; -"2387 inception_v3/batch_normalization_71/scale" -> "2394 inception_v3/batch_normalization_71/FusedBatchNormV3"; -"2388 inception_v3/batch_normalization_71/ReadVariableOp/resource" -> "2389 inception_v3/batch_normalization_71/ReadVariableOp"; -"2389 inception_v3/batch_normalization_71/ReadVariableOp" -> "2394 inception_v3/batch_normalization_71/FusedBatchNormV3"; -"2390 inception_v3/batch_normalization_71/FusedBatchNormV3/ReadVariableOp/resource" -> "2391 inception_v3/batch_normalization_71/FusedBatchNormV3/ReadVariableOp"; -"2391 inception_v3/batch_normalization_71/FusedBatchNormV3/ReadVariableOp" -> "2394 inception_v3/batch_normalization_71/FusedBatchNormV3"; -"2392 inception_v3/batch_normalization_71/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2393 inception_v3/batch_normalization_71/FusedBatchNormV3/ReadVariableOp_1"; -"2393 inception_v3/batch_normalization_71/FusedBatchNormV3/ReadVariableOp_1" -> "2394 inception_v3/batch_normalization_71/FusedBatchNormV3"; -"2394 inception_v3/batch_normalization_71/FusedBatchNormV3" -> "2396 inception_v3/activation_71/Relu"; -"2395 inception_v3/activation_75/Relu" -> "2412 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_5/FakeQuantWithMinMaxVars"; -"2396 inception_v3/activation_71/Relu" -> "2404 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_4/FakeQuantWithMinMaxVars"; -"2397 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_4/Abs/ReadVariableOp" -> "2398 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_4/Abs"; -"2398 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_4/Abs" -> "2400 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_4/add"; -"2399 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_4/add/y" -> "2400 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_4/add"; -"2400 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_4/add" -> "2402 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_4/add_1"; -"2401 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_4/ReadVariableOp" -> "2402 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_4/add_1"; -"2402 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_4/add_1" -> "2404 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_4/FakeQuantWithMinMaxVars"; -"2403 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_4/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2404 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_4/FakeQuantWithMinMaxVars"; -"2404 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_4/FakeQuantWithMinMaxVars" -> "2415 inception_v3/mixed8/concat"; -"2405 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_5/Abs/ReadVariableOp" -> "2406 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_5/Abs"; -"2406 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_5/Abs" -> "2408 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_5/add"; -"2407 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_5/add/y" -> "2408 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_5/add"; -"2408 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_5/add" -> "2410 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_5/add_1"; -"2409 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_5/ReadVariableOp" -> "2410 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_5/add_1"; -"2410 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_5/add_1" -> "2412 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_5/FakeQuantWithMinMaxVars"; -"2411 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_5/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2412 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_5/FakeQuantWithMinMaxVars"; -"2412 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_5/FakeQuantWithMinMaxVars" -> "2415 inception_v3/mixed8/concat"; -"2413 inception_v3/max_pooling2d_3/MaxPool" -> "2415 inception_v3/mixed8/concat"; -"2414 inception_v3/mixed8/concat/axis" -> "2415 inception_v3/mixed8/concat"; -"2415 inception_v3/mixed8/concat" -> "2427 inception_v3/conv2d_80/Conv2D"; -"2415 inception_v3/mixed8/concat" -> "2470 inception_v3/conv2d_77/Conv2D"; -"2415 inception_v3/mixed8/concat" -> "2489 inception_v3/average_pooling2d_7/AvgPool"; -"2415 inception_v3/mixed8/concat" -> "2579 inception_v3/conv2d_76/Conv2D"; -"2416 inception_v3/conv2d_80/SymmQuant/Abs/ReadVariableOp/resource" -> "2417 inception_v3/conv2d_80/SymmQuant/Abs/ReadVariableOp"; -"2417 inception_v3/conv2d_80/SymmQuant/Abs/ReadVariableOp" -> "2418 inception_v3/conv2d_80/SymmQuant/Abs"; -"2418 inception_v3/conv2d_80/SymmQuant/Abs" -> "2420 inception_v3/conv2d_80/SymmQuant/add"; -"2419 inception_v3/conv2d_80/SymmQuant/add/y" -> "2420 inception_v3/conv2d_80/SymmQuant/add"; -"2420 inception_v3/conv2d_80/SymmQuant/add" -> "2423 inception_v3/conv2d_80/SymmQuant/mul"; -"2420 inception_v3/conv2d_80/SymmQuant/add" -> "2426 inception_v3/conv2d_80/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2421 inception_v3/conv2d_80/SymmQuant/mul/ReadVariableOp/resource" -> "2422 inception_v3/conv2d_80/SymmQuant/mul/ReadVariableOp"; -"2422 inception_v3/conv2d_80/SymmQuant/mul/ReadVariableOp" -> "2423 inception_v3/conv2d_80/SymmQuant/mul"; -"2423 inception_v3/conv2d_80/SymmQuant/mul" -> "2426 inception_v3/conv2d_80/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2424 inception_v3/conv2d_80/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "2425 inception_v3/conv2d_80/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"2425 inception_v3/conv2d_80/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "2426 inception_v3/conv2d_80/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2426 inception_v3/conv2d_80/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "2427 inception_v3/conv2d_80/Conv2D"; -"2427 inception_v3/conv2d_80/Conv2D" -> "2435 inception_v3/batch_normalization_80/FusedBatchNormV3"; -"2428 inception_v3/batch_normalization_80/scale" -> "2435 inception_v3/batch_normalization_80/FusedBatchNormV3"; -"2429 inception_v3/batch_normalization_80/ReadVariableOp/resource" -> "2430 inception_v3/batch_normalization_80/ReadVariableOp"; -"2430 inception_v3/batch_normalization_80/ReadVariableOp" -> "2435 inception_v3/batch_normalization_80/FusedBatchNormV3"; -"2431 inception_v3/batch_normalization_80/FusedBatchNormV3/ReadVariableOp/resource" -> "2432 inception_v3/batch_normalization_80/FusedBatchNormV3/ReadVariableOp"; -"2432 inception_v3/batch_normalization_80/FusedBatchNormV3/ReadVariableOp" -> "2435 inception_v3/batch_normalization_80/FusedBatchNormV3"; -"2433 inception_v3/batch_normalization_80/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2434 inception_v3/batch_normalization_80/FusedBatchNormV3/ReadVariableOp_1"; -"2434 inception_v3/batch_normalization_80/FusedBatchNormV3/ReadVariableOp_1" -> "2435 inception_v3/batch_normalization_80/FusedBatchNormV3"; -"2435 inception_v3/batch_normalization_80/FusedBatchNormV3" -> "2436 inception_v3/activation_80/Relu"; -"2436 inception_v3/activation_80/Relu" -> "2446 inception_v3/activation_80/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2437 inception_v3/activation_80/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "2438 inception_v3/activation_80/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"2438 inception_v3/activation_80/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "2439 inception_v3/activation_80/fake_quantize/AsymmQuant/Abs"; -"2439 inception_v3/activation_80/fake_quantize/AsymmQuant/Abs" -> "2441 inception_v3/activation_80/fake_quantize/AsymmQuant/add"; -"2440 inception_v3/activation_80/fake_quantize/AsymmQuant/add/y" -> "2441 inception_v3/activation_80/fake_quantize/AsymmQuant/add"; -"2441 inception_v3/activation_80/fake_quantize/AsymmQuant/add" -> "2444 inception_v3/activation_80/fake_quantize/AsymmQuant/add_1"; -"2442 inception_v3/activation_80/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2443 inception_v3/activation_80/fake_quantize/AsymmQuant/ReadVariableOp"; -"2442 inception_v3/activation_80/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2445 inception_v3/activation_80/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2443 inception_v3/activation_80/fake_quantize/AsymmQuant/ReadVariableOp" -> "2444 inception_v3/activation_80/fake_quantize/AsymmQuant/add_1"; -"2444 inception_v3/activation_80/fake_quantize/AsymmQuant/add_1" -> "2446 inception_v3/activation_80/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2445 inception_v3/activation_80/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2446 inception_v3/activation_80/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2446 inception_v3/activation_80/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "2458 inception_v3/conv2d_81/Conv2D"; -"2447 inception_v3/conv2d_81/SymmQuant/Abs/ReadVariableOp/resource" -> "2448 inception_v3/conv2d_81/SymmQuant/Abs/ReadVariableOp"; -"2448 inception_v3/conv2d_81/SymmQuant/Abs/ReadVariableOp" -> "2449 inception_v3/conv2d_81/SymmQuant/Abs"; -"2449 inception_v3/conv2d_81/SymmQuant/Abs" -> "2451 inception_v3/conv2d_81/SymmQuant/add"; -"2450 inception_v3/conv2d_81/SymmQuant/add/y" -> "2451 inception_v3/conv2d_81/SymmQuant/add"; -"2451 inception_v3/conv2d_81/SymmQuant/add" -> "2454 inception_v3/conv2d_81/SymmQuant/mul"; -"2451 inception_v3/conv2d_81/SymmQuant/add" -> "2457 inception_v3/conv2d_81/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2452 inception_v3/conv2d_81/SymmQuant/mul/ReadVariableOp/resource" -> "2453 inception_v3/conv2d_81/SymmQuant/mul/ReadVariableOp"; -"2453 inception_v3/conv2d_81/SymmQuant/mul/ReadVariableOp" -> "2454 inception_v3/conv2d_81/SymmQuant/mul"; -"2454 inception_v3/conv2d_81/SymmQuant/mul" -> "2457 inception_v3/conv2d_81/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2455 inception_v3/conv2d_81/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "2456 inception_v3/conv2d_81/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"2456 inception_v3/conv2d_81/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "2457 inception_v3/conv2d_81/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2457 inception_v3/conv2d_81/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "2458 inception_v3/conv2d_81/Conv2D"; -"2458 inception_v3/conv2d_81/Conv2D" -> "2478 inception_v3/batch_normalization_81/FusedBatchNormV3"; -"2459 inception_v3/conv2d_77/SymmQuant/Abs/ReadVariableOp/resource" -> "2460 inception_v3/conv2d_77/SymmQuant/Abs/ReadVariableOp"; -"2460 inception_v3/conv2d_77/SymmQuant/Abs/ReadVariableOp" -> "2461 inception_v3/conv2d_77/SymmQuant/Abs"; -"2461 inception_v3/conv2d_77/SymmQuant/Abs" -> "2463 inception_v3/conv2d_77/SymmQuant/add"; -"2462 inception_v3/conv2d_77/SymmQuant/add/y" -> "2463 inception_v3/conv2d_77/SymmQuant/add"; -"2463 inception_v3/conv2d_77/SymmQuant/add" -> "2466 inception_v3/conv2d_77/SymmQuant/mul"; -"2463 inception_v3/conv2d_77/SymmQuant/add" -> "2469 inception_v3/conv2d_77/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2464 inception_v3/conv2d_77/SymmQuant/mul/ReadVariableOp/resource" -> "2465 inception_v3/conv2d_77/SymmQuant/mul/ReadVariableOp"; -"2465 inception_v3/conv2d_77/SymmQuant/mul/ReadVariableOp" -> "2466 inception_v3/conv2d_77/SymmQuant/mul"; -"2466 inception_v3/conv2d_77/SymmQuant/mul" -> "2469 inception_v3/conv2d_77/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2467 inception_v3/conv2d_77/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "2468 inception_v3/conv2d_77/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"2468 inception_v3/conv2d_77/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "2469 inception_v3/conv2d_77/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2469 inception_v3/conv2d_77/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "2470 inception_v3/conv2d_77/Conv2D"; -"2470 inception_v3/conv2d_77/Conv2D" -> 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inception_v3/batch_normalization_81/FusedBatchNormV3"; -"2478 inception_v3/batch_normalization_81/FusedBatchNormV3" -> "2487 inception_v3/activation_81/Relu"; -"2479 inception_v3/batch_normalization_77/scale" -> "2486 inception_v3/batch_normalization_77/FusedBatchNormV3"; -"2480 inception_v3/batch_normalization_77/ReadVariableOp/resource" -> "2481 inception_v3/batch_normalization_77/ReadVariableOp"; -"2481 inception_v3/batch_normalization_77/ReadVariableOp" -> "2486 inception_v3/batch_normalization_77/FusedBatchNormV3"; -"2482 inception_v3/batch_normalization_77/FusedBatchNormV3/ReadVariableOp/resource" -> "2483 inception_v3/batch_normalization_77/FusedBatchNormV3/ReadVariableOp"; -"2483 inception_v3/batch_normalization_77/FusedBatchNormV3/ReadVariableOp" -> "2486 inception_v3/batch_normalization_77/FusedBatchNormV3"; -"2484 inception_v3/batch_normalization_77/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2485 inception_v3/batch_normalization_77/FusedBatchNormV3/ReadVariableOp_1"; 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inception_v3/batch_normalization_83/FusedBatchNormV3"; -"2599 inception_v3/batch_normalization_83/FusedBatchNormV3" -> "2640 inception_v3/activation_83/Relu"; -"2600 inception_v3/batch_normalization_82/scale" -> "2607 inception_v3/batch_normalization_82/FusedBatchNormV3"; -"2601 inception_v3/batch_normalization_82/ReadVariableOp/resource" -> "2602 inception_v3/batch_normalization_82/ReadVariableOp"; -"2602 inception_v3/batch_normalization_82/ReadVariableOp" -> "2607 inception_v3/batch_normalization_82/FusedBatchNormV3"; -"2603 inception_v3/batch_normalization_82/FusedBatchNormV3/ReadVariableOp/resource" -> "2604 inception_v3/batch_normalization_82/FusedBatchNormV3/ReadVariableOp"; -"2604 inception_v3/batch_normalization_82/FusedBatchNormV3/ReadVariableOp" -> "2607 inception_v3/batch_normalization_82/FusedBatchNormV3"; -"2605 inception_v3/batch_normalization_82/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2606 inception_v3/batch_normalization_82/FusedBatchNormV3/ReadVariableOp_1"; -"2606 inception_v3/batch_normalization_82/FusedBatchNormV3/ReadVariableOp_1" -> "2607 inception_v3/batch_normalization_82/FusedBatchNormV3"; -"2607 inception_v3/batch_normalization_82/FusedBatchNormV3" -> "2641 inception_v3/activation_82/Relu"; -"2608 inception_v3/batch_normalization_79/scale" -> "2615 inception_v3/batch_normalization_79/FusedBatchNormV3"; -"2609 inception_v3/batch_normalization_79/ReadVariableOp/resource" -> "2610 inception_v3/batch_normalization_79/ReadVariableOp"; -"2610 inception_v3/batch_normalization_79/ReadVariableOp" -> "2615 inception_v3/batch_normalization_79/FusedBatchNormV3"; -"2611 inception_v3/batch_normalization_79/FusedBatchNormV3/ReadVariableOp/resource" -> "2612 inception_v3/batch_normalization_79/FusedBatchNormV3/ReadVariableOp"; -"2612 inception_v3/batch_normalization_79/FusedBatchNormV3/ReadVariableOp" -> "2615 inception_v3/batch_normalization_79/FusedBatchNormV3"; -"2613 inception_v3/batch_normalization_79/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2614 inception_v3/batch_normalization_79/FusedBatchNormV3/ReadVariableOp_1"; -"2614 inception_v3/batch_normalization_79/FusedBatchNormV3/ReadVariableOp_1" -> "2615 inception_v3/batch_normalization_79/FusedBatchNormV3"; -"2615 inception_v3/batch_normalization_79/FusedBatchNormV3" -> "2642 inception_v3/activation_79/Relu"; -"2616 inception_v3/batch_normalization_78/scale" -> "2623 inception_v3/batch_normalization_78/FusedBatchNormV3"; -"2617 inception_v3/batch_normalization_78/ReadVariableOp/resource" -> "2618 inception_v3/batch_normalization_78/ReadVariableOp"; -"2618 inception_v3/batch_normalization_78/ReadVariableOp" -> "2623 inception_v3/batch_normalization_78/FusedBatchNormV3"; -"2619 inception_v3/batch_normalization_78/FusedBatchNormV3/ReadVariableOp/resource" -> "2620 inception_v3/batch_normalization_78/FusedBatchNormV3/ReadVariableOp"; -"2620 inception_v3/batch_normalization_78/FusedBatchNormV3/ReadVariableOp" -> "2623 inception_v3/batch_normalization_78/FusedBatchNormV3"; -"2621 inception_v3/batch_normalization_78/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2622 inception_v3/batch_normalization_78/FusedBatchNormV3/ReadVariableOp_1"; -"2622 inception_v3/batch_normalization_78/FusedBatchNormV3/ReadVariableOp_1" -> "2623 inception_v3/batch_normalization_78/FusedBatchNormV3"; -"2623 inception_v3/batch_normalization_78/FusedBatchNormV3" -> "2643 inception_v3/activation_78/Relu"; -"2624 inception_v3/batch_normalization_76/scale" -> "2631 inception_v3/batch_normalization_76/FusedBatchNormV3"; -"2625 inception_v3/batch_normalization_76/ReadVariableOp/resource" -> "2626 inception_v3/batch_normalization_76/ReadVariableOp"; -"2626 inception_v3/batch_normalization_76/ReadVariableOp" -> "2631 inception_v3/batch_normalization_76/FusedBatchNormV3"; -"2627 inception_v3/batch_normalization_76/FusedBatchNormV3/ReadVariableOp/resource" -> "2628 inception_v3/batch_normalization_76/FusedBatchNormV3/ReadVariableOp"; -"2628 inception_v3/batch_normalization_76/FusedBatchNormV3/ReadVariableOp" -> "2631 inception_v3/batch_normalization_76/FusedBatchNormV3"; -"2629 inception_v3/batch_normalization_76/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2630 inception_v3/batch_normalization_76/FusedBatchNormV3/ReadVariableOp_1"; -"2630 inception_v3/batch_normalization_76/FusedBatchNormV3/ReadVariableOp_1" -> "2631 inception_v3/batch_normalization_76/FusedBatchNormV3"; -"2631 inception_v3/batch_normalization_76/FusedBatchNormV3" -> "2644 inception_v3/activation_76/Relu"; -"2632 inception_v3/batch_normalization_84/scale" -> "2639 inception_v3/batch_normalization_84/FusedBatchNormV3"; -"2633 inception_v3/batch_normalization_84/ReadVariableOp/resource" -> "2634 inception_v3/batch_normalization_84/ReadVariableOp"; -"2634 inception_v3/batch_normalization_84/ReadVariableOp" -> "2639 inception_v3/batch_normalization_84/FusedBatchNormV3"; -"2635 inception_v3/batch_normalization_84/FusedBatchNormV3/ReadVariableOp/resource" -> "2636 inception_v3/batch_normalization_84/FusedBatchNormV3/ReadVariableOp"; -"2636 inception_v3/batch_normalization_84/FusedBatchNormV3/ReadVariableOp" -> "2639 inception_v3/batch_normalization_84/FusedBatchNormV3"; -"2637 inception_v3/batch_normalization_84/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2638 inception_v3/batch_normalization_84/FusedBatchNormV3/ReadVariableOp_1"; -"2638 inception_v3/batch_normalization_84/FusedBatchNormV3/ReadVariableOp_1" -> "2639 inception_v3/batch_normalization_84/FusedBatchNormV3"; -"2639 inception_v3/batch_normalization_84/FusedBatchNormV3" -> "2655 inception_v3/activation_84/Relu"; -"2640 inception_v3/activation_83/Relu" -> "2671 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars"; -"2641 inception_v3/activation_82/Relu" -> "2663 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars"; -"2642 inception_v3/activation_79/Relu" -> "2687 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_4/FakeQuantWithMinMaxVars"; -"2643 inception_v3/activation_78/Relu" -> "2679 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars"; -"2644 inception_v3/activation_76/Relu" -> "2654 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars"; -"2645 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp/resource" -> "2646 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp"; -"2645 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp/resource" -> "2656 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_1/Abs/ReadVariableOp"; -"2645 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp/resource" -> "2664 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_2/Abs/ReadVariableOp"; -"2645 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp/resource" -> "2672 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_3/Abs/ReadVariableOp"; -"2645 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp/resource" -> "2680 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_4/Abs/ReadVariableOp"; -"2645 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp/resource" -> "2692 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_5/Abs/ReadVariableOp"; -"2646 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp" -> "2647 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/Abs"; -"2647 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/Abs" -> "2649 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/add"; -"2648 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/add/y" -> "2649 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/add"; -"2649 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/add" -> "2652 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/add_1"; -"2650 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "2651 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp"; -"2650 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "2653 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2650 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "2660 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_1/ReadVariableOp"; -"2650 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "2662 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2650 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "2668 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_2/ReadVariableOp"; -"2650 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "2670 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2650 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "2676 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_3/ReadVariableOp"; -"2650 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "2678 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2650 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "2684 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_4/ReadVariableOp"; -"2650 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "2686 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_4/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2650 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "2696 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_5/ReadVariableOp"; -"2650 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "2698 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_5/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2651 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp" -> "2652 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/add_1"; -"2652 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/add_1" -> "2654 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars"; -"2653 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2654 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars"; -"2654 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars" -> "2701 inception_v3/mixed9/concat"; -"2655 inception_v3/activation_84/Relu" -> "2699 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_5/FakeQuantWithMinMaxVars"; -"2656 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_1/Abs/ReadVariableOp" -> "2657 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_1/Abs"; -"2657 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_1/Abs" -> "2659 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_1/add"; -"2658 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_1/add/y" -> "2659 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_1/add"; -"2659 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_1/add" -> "2661 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_1/add_1"; -"2660 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_1/ReadVariableOp" -> "2661 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_1/add_1"; -"2661 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_1/add_1" -> "2663 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars"; -"2662 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2663 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars"; -"2663 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars" -> "2691 inception_v3/concatenate/concat"; -"2664 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_2/Abs/ReadVariableOp" -> "2665 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_2/Abs"; -"2665 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_2/Abs" -> "2667 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_2/add"; -"2666 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_2/add/y" -> "2667 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_2/add"; -"2667 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_2/add" -> "2669 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_2/add_1"; -"2668 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_2/ReadVariableOp" -> "2669 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_2/add_1"; -"2669 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_2/add_1" -> "2671 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars"; -"2670 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2671 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars"; -"2671 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars" -> "2691 inception_v3/concatenate/concat"; -"2672 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_3/Abs/ReadVariableOp" -> "2673 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_3/Abs"; -"2673 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_3/Abs" -> "2675 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_3/add"; -"2674 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_3/add/y" -> "2675 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_3/add"; -"2675 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_3/add" -> "2677 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_3/add_1"; -"2676 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_3/ReadVariableOp" -> "2677 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_3/add_1"; -"2677 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_3/add_1" -> "2679 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars"; -"2678 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2679 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars"; -"2679 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars" -> "2689 inception_v3/mixed9_0/concat"; -"2680 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_4/Abs/ReadVariableOp" -> "2681 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_4/Abs"; -"2681 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_4/Abs" -> "2683 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_4/add"; -"2682 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_4/add/y" -> "2683 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_4/add"; -"2683 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_4/add" -> "2685 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_4/add_1"; -"2684 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_4/ReadVariableOp" -> "2685 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_4/add_1"; -"2685 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_4/add_1" -> "2687 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_4/FakeQuantWithMinMaxVars"; -"2686 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_4/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2687 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_4/FakeQuantWithMinMaxVars"; -"2687 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_4/FakeQuantWithMinMaxVars" -> "2689 inception_v3/mixed9_0/concat"; -"2688 inception_v3/mixed9_0/concat/axis" -> "2689 inception_v3/mixed9_0/concat"; -"2689 inception_v3/mixed9_0/concat" -> "2701 inception_v3/mixed9/concat"; -"2690 inception_v3/concatenate/concat/axis" -> "2691 inception_v3/concatenate/concat"; -"2691 inception_v3/concatenate/concat" -> "2701 inception_v3/mixed9/concat"; -"2692 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_5/Abs/ReadVariableOp" -> "2693 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_5/Abs"; -"2693 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_5/Abs" -> "2695 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_5/add"; -"2694 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_5/add/y" -> "2695 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_5/add"; -"2695 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_5/add" -> "2697 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_5/add_1"; -"2696 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_5/ReadVariableOp" -> "2697 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_5/add_1"; -"2697 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_5/add_1" -> "2699 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_5/FakeQuantWithMinMaxVars"; -"2698 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_5/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2699 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_5/FakeQuantWithMinMaxVars"; -"2699 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_5/FakeQuantWithMinMaxVars" -> "2701 inception_v3/mixed9/concat"; -"2700 inception_v3/mixed9/concat/axis" -> "2701 inception_v3/mixed9/concat"; -"2701 inception_v3/mixed9/concat" -> "2713 inception_v3/conv2d_89/Conv2D"; -"2701 inception_v3/mixed9/concat" -> "2756 inception_v3/conv2d_86/Conv2D"; -"2701 inception_v3/mixed9/concat" -> "2775 inception_v3/average_pooling2d_8/AvgPool"; -"2701 inception_v3/mixed9/concat" -> "2909 inception_v3/conv2d_85/Conv2D"; -"2702 inception_v3/conv2d_89/SymmQuant/Abs/ReadVariableOp/resource" -> "2703 inception_v3/conv2d_89/SymmQuant/Abs/ReadVariableOp"; -"2703 inception_v3/conv2d_89/SymmQuant/Abs/ReadVariableOp" -> "2704 inception_v3/conv2d_89/SymmQuant/Abs"; -"2704 inception_v3/conv2d_89/SymmQuant/Abs" -> "2706 inception_v3/conv2d_89/SymmQuant/add"; -"2705 inception_v3/conv2d_89/SymmQuant/add/y" -> "2706 inception_v3/conv2d_89/SymmQuant/add"; -"2706 inception_v3/conv2d_89/SymmQuant/add" -> "2709 inception_v3/conv2d_89/SymmQuant/mul"; -"2706 inception_v3/conv2d_89/SymmQuant/add" -> "2712 inception_v3/conv2d_89/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2707 inception_v3/conv2d_89/SymmQuant/mul/ReadVariableOp/resource" -> "2708 inception_v3/conv2d_89/SymmQuant/mul/ReadVariableOp"; -"2708 inception_v3/conv2d_89/SymmQuant/mul/ReadVariableOp" -> "2709 inception_v3/conv2d_89/SymmQuant/mul"; -"2709 inception_v3/conv2d_89/SymmQuant/mul" -> "2712 inception_v3/conv2d_89/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2710 inception_v3/conv2d_89/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "2711 inception_v3/conv2d_89/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"2711 inception_v3/conv2d_89/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "2712 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inception_v3/predictions/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"3020 inception_v3/predictions/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "3021 inception_v3/predictions/MatMul"; -"3021 inception_v3/predictions/MatMul" -> "3024 inception_v3/predictions/BiasAdd"; -"3022 inception_v3/predictions/BiasAdd/ReadVariableOp/resource" -> "3023 inception_v3/predictions/BiasAdd/ReadVariableOp"; -"3023 inception_v3/predictions/BiasAdd/ReadVariableOp" -> "3024 inception_v3/predictions/BiasAdd"; -"3024 inception_v3/predictions/BiasAdd" -> "3025 inception_v3/predictions/Softmax"; -"3025 inception_v3/predictions/Softmax" -> "3026 Identity"; -} diff --git a/tests/tensorflow/data/reference_graphs/2.8/quantized/hw/CPU/mobilenet_v2.pb b/tests/tensorflow/data/reference_graphs/2.8/quantized/hw/CPU/mobilenet_v2.pb deleted file mode 100644 index a2c21759da6..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.8/quantized/hw/CPU/mobilenet_v2.pb +++ /dev/null @@ -1,3 +0,0 @@ -version 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inception_v3/activation_12/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars"; -"589 inception_v3/activation_12/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars" -> "615 inception_v3/mixed1/concat"; -"590 inception_v3/activation_12/fake_quantize/unified_scale_group/AsymmQuant_1/Abs/ReadVariableOp" -> "591 inception_v3/activation_12/fake_quantize/unified_scale_group/AsymmQuant_1/Abs"; -"591 inception_v3/activation_12/fake_quantize/unified_scale_group/AsymmQuant_1/Abs" -> "593 inception_v3/activation_12/fake_quantize/unified_scale_group/AsymmQuant_1/add"; -"592 inception_v3/activation_12/fake_quantize/unified_scale_group/AsymmQuant_1/add/y" -> "593 inception_v3/activation_12/fake_quantize/unified_scale_group/AsymmQuant_1/add"; -"593 inception_v3/activation_12/fake_quantize/unified_scale_group/AsymmQuant_1/add" -> "595 inception_v3/activation_12/fake_quantize/unified_scale_group/AsymmQuant_1/add_1"; -"594 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inception_v3/activation_19/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars" -> "839 inception_v3/mixed2/concat"; -"822 inception_v3/activation_19/fake_quantize/unified_scale_group/AsymmQuant_2/Abs/ReadVariableOp" -> "823 inception_v3/activation_19/fake_quantize/unified_scale_group/AsymmQuant_2/Abs"; -"823 inception_v3/activation_19/fake_quantize/unified_scale_group/AsymmQuant_2/Abs" -> "825 inception_v3/activation_19/fake_quantize/unified_scale_group/AsymmQuant_2/add"; -"824 inception_v3/activation_19/fake_quantize/unified_scale_group/AsymmQuant_2/add/y" -> "825 inception_v3/activation_19/fake_quantize/unified_scale_group/AsymmQuant_2/add"; -"825 inception_v3/activation_19/fake_quantize/unified_scale_group/AsymmQuant_2/add" -> "827 inception_v3/activation_19/fake_quantize/unified_scale_group/AsymmQuant_2/add_1"; -"826 inception_v3/activation_19/fake_quantize/unified_scale_group/AsymmQuant_2/ReadVariableOp" -> "827 inception_v3/activation_19/fake_quantize/unified_scale_group/AsymmQuant_2/add_1"; -"827 inception_v3/activation_19/fake_quantize/unified_scale_group/AsymmQuant_2/add_1" -> "829 inception_v3/activation_19/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars"; -"828 inception_v3/activation_19/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars/ReadVariableOp" -> "829 inception_v3/activation_19/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars"; -"829 inception_v3/activation_19/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars" -> "839 inception_v3/mixed2/concat"; -"830 inception_v3/activation_19/fake_quantize/unified_scale_group/AsymmQuant_3/Abs/ReadVariableOp" -> "831 inception_v3/activation_19/fake_quantize/unified_scale_group/AsymmQuant_3/Abs"; -"831 inception_v3/activation_19/fake_quantize/unified_scale_group/AsymmQuant_3/Abs" -> "833 inception_v3/activation_19/fake_quantize/unified_scale_group/AsymmQuant_3/add"; -"832 inception_v3/activation_19/fake_quantize/unified_scale_group/AsymmQuant_3/add/y" -> "833 inception_v3/activation_19/fake_quantize/unified_scale_group/AsymmQuant_3/add"; -"833 inception_v3/activation_19/fake_quantize/unified_scale_group/AsymmQuant_3/add" -> "835 inception_v3/activation_19/fake_quantize/unified_scale_group/AsymmQuant_3/add_1"; -"834 inception_v3/activation_19/fake_quantize/unified_scale_group/AsymmQuant_3/ReadVariableOp" -> "835 inception_v3/activation_19/fake_quantize/unified_scale_group/AsymmQuant_3/add_1"; -"835 inception_v3/activation_19/fake_quantize/unified_scale_group/AsymmQuant_3/add_1" -> "837 inception_v3/activation_19/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars"; -"836 inception_v3/activation_19/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars/ReadVariableOp" -> "837 inception_v3/activation_19/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars"; -"837 inception_v3/activation_19/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars" -> "839 inception_v3/mixed2/concat"; -"838 inception_v3/mixed2/concat/axis" -> "839 inception_v3/mixed2/concat"; -"839 inception_v3/mixed2/concat" -> "851 inception_v3/conv2d_27/Conv2D"; -"839 inception_v3/mixed2/concat" -> "925 inception_v3/conv2d_26/Conv2D"; -"839 inception_v3/mixed2/concat" -> "960 inception_v3/max_pooling2d_2/MaxPool"; -"840 inception_v3/conv2d_27/SymmQuant/Abs/ReadVariableOp/resource" -> "841 inception_v3/conv2d_27/SymmQuant/Abs/ReadVariableOp"; -"841 inception_v3/conv2d_27/SymmQuant/Abs/ReadVariableOp" -> "842 inception_v3/conv2d_27/SymmQuant/Abs"; -"842 inception_v3/conv2d_27/SymmQuant/Abs" -> "844 inception_v3/conv2d_27/SymmQuant/add"; -"843 inception_v3/conv2d_27/SymmQuant/add/y" -> "844 inception_v3/conv2d_27/SymmQuant/add"; -"844 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inception_v3/conv2d_30/SymmQuant/mul/ReadVariableOp" -> "1203 inception_v3/conv2d_30/SymmQuant/mul"; -"1203 inception_v3/conv2d_30/SymmQuant/mul" -> "1206 inception_v3/conv2d_30/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1204 inception_v3/conv2d_30/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1205 inception_v3/conv2d_30/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1205 inception_v3/conv2d_30/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1206 inception_v3/conv2d_30/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1206 inception_v3/conv2d_30/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1207 inception_v3/conv2d_30/Conv2D"; -"1207 inception_v3/conv2d_30/Conv2D" -> "1239 inception_v3/batch_normalization_30/FusedBatchNormV3"; -"1208 inception_v3/batch_normalization_39/scale" -> "1215 inception_v3/batch_normalization_39/FusedBatchNormV3"; -"1209 inception_v3/batch_normalization_39/ReadVariableOp/resource" -> "1210 inception_v3/batch_normalization_39/ReadVariableOp"; -"1210 inception_v3/batch_normalization_39/ReadVariableOp" -> "1215 inception_v3/batch_normalization_39/FusedBatchNormV3"; -"1211 inception_v3/batch_normalization_39/FusedBatchNormV3/ReadVariableOp/resource" -> "1212 inception_v3/batch_normalization_39/FusedBatchNormV3/ReadVariableOp"; -"1212 inception_v3/batch_normalization_39/FusedBatchNormV3/ReadVariableOp" -> "1215 inception_v3/batch_normalization_39/FusedBatchNormV3"; -"1213 inception_v3/batch_normalization_39/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1214 inception_v3/batch_normalization_39/FusedBatchNormV3/ReadVariableOp_1"; -"1214 inception_v3/batch_normalization_39/FusedBatchNormV3/ReadVariableOp_1" -> "1215 inception_v3/batch_normalization_39/FusedBatchNormV3"; -"1215 inception_v3/batch_normalization_39/FusedBatchNormV3" -> "1240 inception_v3/activation_39/Relu"; -"1216 inception_v3/batch_normalization_38/scale" -> "1223 inception_v3/batch_normalization_38/FusedBatchNormV3"; -"1217 inception_v3/batch_normalization_38/ReadVariableOp/resource" -> "1218 inception_v3/batch_normalization_38/ReadVariableOp"; -"1218 inception_v3/batch_normalization_38/ReadVariableOp" -> "1223 inception_v3/batch_normalization_38/FusedBatchNormV3"; -"1219 inception_v3/batch_normalization_38/FusedBatchNormV3/ReadVariableOp/resource" -> "1220 inception_v3/batch_normalization_38/FusedBatchNormV3/ReadVariableOp"; -"1220 inception_v3/batch_normalization_38/FusedBatchNormV3/ReadVariableOp" -> "1223 inception_v3/batch_normalization_38/FusedBatchNormV3"; -"1221 inception_v3/batch_normalization_38/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1222 inception_v3/batch_normalization_38/FusedBatchNormV3/ReadVariableOp_1"; -"1222 inception_v3/batch_normalization_38/FusedBatchNormV3/ReadVariableOp_1" -> "1223 inception_v3/batch_normalization_38/FusedBatchNormV3"; -"1223 inception_v3/batch_normalization_38/FusedBatchNormV3" -> "1241 inception_v3/activation_38/Relu"; -"1224 inception_v3/batch_normalization_33/scale" -> "1231 inception_v3/batch_normalization_33/FusedBatchNormV3"; -"1225 inception_v3/batch_normalization_33/ReadVariableOp/resource" -> "1226 inception_v3/batch_normalization_33/ReadVariableOp"; -"1226 inception_v3/batch_normalization_33/ReadVariableOp" -> "1231 inception_v3/batch_normalization_33/FusedBatchNormV3"; -"1227 inception_v3/batch_normalization_33/FusedBatchNormV3/ReadVariableOp/resource" -> "1228 inception_v3/batch_normalization_33/FusedBatchNormV3/ReadVariableOp"; -"1228 inception_v3/batch_normalization_33/FusedBatchNormV3/ReadVariableOp" -> "1231 inception_v3/batch_normalization_33/FusedBatchNormV3"; -"1229 inception_v3/batch_normalization_33/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1230 inception_v3/batch_normalization_33/FusedBatchNormV3/ReadVariableOp_1"; -"1230 inception_v3/batch_normalization_33/FusedBatchNormV3/ReadVariableOp_1" -> "1231 inception_v3/batch_normalization_33/FusedBatchNormV3"; -"1231 inception_v3/batch_normalization_33/FusedBatchNormV3" -> "1242 inception_v3/activation_33/Relu"; -"1232 inception_v3/batch_normalization_30/scale" -> "1239 inception_v3/batch_normalization_30/FusedBatchNormV3"; -"1233 inception_v3/batch_normalization_30/ReadVariableOp/resource" -> "1234 inception_v3/batch_normalization_30/ReadVariableOp"; -"1234 inception_v3/batch_normalization_30/ReadVariableOp" -> "1239 inception_v3/batch_normalization_30/FusedBatchNormV3"; -"1235 inception_v3/batch_normalization_30/FusedBatchNormV3/ReadVariableOp/resource" -> "1236 inception_v3/batch_normalization_30/FusedBatchNormV3/ReadVariableOp"; -"1236 inception_v3/batch_normalization_30/FusedBatchNormV3/ReadVariableOp" -> "1239 inception_v3/batch_normalization_30/FusedBatchNormV3"; -"1237 inception_v3/batch_normalization_30/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1238 inception_v3/batch_normalization_30/FusedBatchNormV3/ReadVariableOp_1"; -"1238 inception_v3/batch_normalization_30/FusedBatchNormV3/ReadVariableOp_1" -> "1239 inception_v3/batch_normalization_30/FusedBatchNormV3"; -"1239 inception_v3/batch_normalization_30/FusedBatchNormV3" -> "1243 inception_v3/activation_30/Relu"; -"1240 inception_v3/activation_39/Relu" -> "1277 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars"; -"1241 inception_v3/activation_38/Relu" -> "1269 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars"; -"1242 inception_v3/activation_33/Relu" -> "1261 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars"; -"1243 inception_v3/activation_30/Relu" -> "1253 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars"; -"1244 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp/resource" -> "1245 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp"; -"1244 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp/resource" -> "1254 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/Abs/ReadVariableOp"; -"1244 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp/resource" -> "1262 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/Abs/ReadVariableOp"; -"1244 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp/resource" -> "1270 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/Abs/ReadVariableOp"; -"1245 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp" -> "1246 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/Abs"; -"1246 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/Abs" -> "1248 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/add"; -"1247 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/add/y" -> "1248 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/add"; -"1248 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/add" -> "1251 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/add_1"; -"1249 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "1250 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp"; -"1249 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "1252 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1249 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "1258 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/ReadVariableOp"; -"1249 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "1260 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1249 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "1266 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/ReadVariableOp"; -"1249 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "1268 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1249 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "1274 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/ReadVariableOp"; -"1249 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "1276 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1250 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp" -> "1251 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/add_1"; -"1251 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/add_1" -> "1253 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars"; -"1252 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1253 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars"; -"1253 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars" -> "1279 inception_v3/mixed4/concat"; -"1254 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/Abs/ReadVariableOp" -> "1255 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/Abs"; -"1255 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/Abs" -> "1257 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/add"; -"1256 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/add/y" -> "1257 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/add"; -"1257 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/add" -> "1259 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/add_1"; -"1258 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/ReadVariableOp" -> "1259 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/add_1"; -"1259 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/add_1" -> "1261 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars"; -"1260 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1261 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars"; -"1261 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars" -> "1279 inception_v3/mixed4/concat"; -"1262 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/Abs/ReadVariableOp" -> "1263 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/Abs"; -"1263 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/Abs" -> "1265 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/add"; -"1264 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/add/y" -> "1265 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/add"; -"1265 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/add" -> "1267 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/add_1"; -"1266 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/ReadVariableOp" -> "1267 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/add_1"; -"1267 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/add_1" -> "1269 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars"; -"1268 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1269 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars"; -"1269 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars" -> "1279 inception_v3/mixed4/concat"; -"1270 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/Abs/ReadVariableOp" -> "1271 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/Abs"; -"1271 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/Abs" -> "1273 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/add"; -"1272 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/add/y" -> "1273 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/add"; -"1273 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/add" -> "1275 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/add_1"; -"1274 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/ReadVariableOp" -> "1275 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/add_1"; -"1275 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/add_1" -> "1277 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars"; -"1276 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1277 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars"; -"1277 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars" -> "1279 inception_v3/mixed4/concat"; -"1278 inception_v3/mixed4/concat/axis" -> "1279 inception_v3/mixed4/concat"; -"1279 inception_v3/mixed4/concat" -> "1291 inception_v3/conv2d_44/Conv2D"; -"1279 inception_v3/mixed4/concat" -> "1365 inception_v3/conv2d_41/Conv2D"; -"1279 inception_v3/mixed4/concat" -> "1444 inception_v3/average_pooling2d_4/AvgPool"; -"1279 inception_v3/mixed4/concat" -> "1524 inception_v3/conv2d_40/Conv2D"; -"1280 inception_v3/conv2d_44/SymmQuant/Abs/ReadVariableOp/resource" -> "1281 inception_v3/conv2d_44/SymmQuant/Abs/ReadVariableOp"; -"1281 inception_v3/conv2d_44/SymmQuant/Abs/ReadVariableOp" -> "1282 inception_v3/conv2d_44/SymmQuant/Abs"; -"1282 inception_v3/conv2d_44/SymmQuant/Abs" -> "1284 inception_v3/conv2d_44/SymmQuant/add"; -"1283 inception_v3/conv2d_44/SymmQuant/add/y" -> "1284 inception_v3/conv2d_44/SymmQuant/add"; -"1284 inception_v3/conv2d_44/SymmQuant/add" -> "1287 inception_v3/conv2d_44/SymmQuant/mul"; -"1284 inception_v3/conv2d_44/SymmQuant/add" -> "1290 inception_v3/conv2d_44/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1285 inception_v3/conv2d_44/SymmQuant/mul/ReadVariableOp/resource" -> "1286 inception_v3/conv2d_44/SymmQuant/mul/ReadVariableOp"; -"1286 inception_v3/conv2d_44/SymmQuant/mul/ReadVariableOp" -> "1287 inception_v3/conv2d_44/SymmQuant/mul"; -"1287 inception_v3/conv2d_44/SymmQuant/mul" -> "1290 inception_v3/conv2d_44/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1288 inception_v3/conv2d_44/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1289 inception_v3/conv2d_44/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1289 inception_v3/conv2d_44/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1290 inception_v3/conv2d_44/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1290 inception_v3/conv2d_44/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1291 inception_v3/conv2d_44/Conv2D"; -"1291 inception_v3/conv2d_44/Conv2D" -> "1299 inception_v3/batch_normalization_44/FusedBatchNormV3"; -"1292 inception_v3/batch_normalization_44/scale" -> "1299 inception_v3/batch_normalization_44/FusedBatchNormV3"; -"1293 inception_v3/batch_normalization_44/ReadVariableOp/resource" -> "1294 inception_v3/batch_normalization_44/ReadVariableOp"; -"1294 inception_v3/batch_normalization_44/ReadVariableOp" -> "1299 inception_v3/batch_normalization_44/FusedBatchNormV3"; -"1295 inception_v3/batch_normalization_44/FusedBatchNormV3/ReadVariableOp/resource" -> "1296 inception_v3/batch_normalization_44/FusedBatchNormV3/ReadVariableOp"; -"1296 inception_v3/batch_normalization_44/FusedBatchNormV3/ReadVariableOp" -> "1299 inception_v3/batch_normalization_44/FusedBatchNormV3"; -"1297 inception_v3/batch_normalization_44/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1298 inception_v3/batch_normalization_44/FusedBatchNormV3/ReadVariableOp_1"; -"1298 inception_v3/batch_normalization_44/FusedBatchNormV3/ReadVariableOp_1" -> "1299 inception_v3/batch_normalization_44/FusedBatchNormV3"; -"1299 inception_v3/batch_normalization_44/FusedBatchNormV3" -> "1300 inception_v3/activation_44/Relu"; -"1300 inception_v3/activation_44/Relu" -> "1310 inception_v3/activation_44/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1301 inception_v3/activation_44/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1302 inception_v3/activation_44/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"1302 inception_v3/activation_44/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1303 inception_v3/activation_44/fake_quantize/AsymmQuant/Abs"; -"1303 inception_v3/activation_44/fake_quantize/AsymmQuant/Abs" -> "1305 inception_v3/activation_44/fake_quantize/AsymmQuant/add"; -"1304 inception_v3/activation_44/fake_quantize/AsymmQuant/add/y" -> "1305 inception_v3/activation_44/fake_quantize/AsymmQuant/add"; -"1305 inception_v3/activation_44/fake_quantize/AsymmQuant/add" -> "1308 inception_v3/activation_44/fake_quantize/AsymmQuant/add_1"; -"1306 inception_v3/activation_44/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1307 inception_v3/activation_44/fake_quantize/AsymmQuant/ReadVariableOp"; -"1306 inception_v3/activation_44/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1309 inception_v3/activation_44/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1307 inception_v3/activation_44/fake_quantize/AsymmQuant/ReadVariableOp" -> "1308 inception_v3/activation_44/fake_quantize/AsymmQuant/add_1"; -"1308 inception_v3/activation_44/fake_quantize/AsymmQuant/add_1" -> "1310 inception_v3/activation_44/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1309 inception_v3/activation_44/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1310 inception_v3/activation_44/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1310 inception_v3/activation_44/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1322 inception_v3/conv2d_45/Conv2D"; -"1311 inception_v3/conv2d_45/SymmQuant/Abs/ReadVariableOp/resource" -> "1312 inception_v3/conv2d_45/SymmQuant/Abs/ReadVariableOp"; -"1312 inception_v3/conv2d_45/SymmQuant/Abs/ReadVariableOp" -> "1313 inception_v3/conv2d_45/SymmQuant/Abs"; -"1313 inception_v3/conv2d_45/SymmQuant/Abs" -> "1315 inception_v3/conv2d_45/SymmQuant/add"; -"1314 inception_v3/conv2d_45/SymmQuant/add/y" -> "1315 inception_v3/conv2d_45/SymmQuant/add"; -"1315 inception_v3/conv2d_45/SymmQuant/add" -> "1318 inception_v3/conv2d_45/SymmQuant/mul"; -"1315 inception_v3/conv2d_45/SymmQuant/add" -> "1321 inception_v3/conv2d_45/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1316 inception_v3/conv2d_45/SymmQuant/mul/ReadVariableOp/resource" -> "1317 inception_v3/conv2d_45/SymmQuant/mul/ReadVariableOp"; -"1317 inception_v3/conv2d_45/SymmQuant/mul/ReadVariableOp" -> "1318 inception_v3/conv2d_45/SymmQuant/mul"; -"1318 inception_v3/conv2d_45/SymmQuant/mul" -> "1321 inception_v3/conv2d_45/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1319 inception_v3/conv2d_45/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1320 inception_v3/conv2d_45/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1320 inception_v3/conv2d_45/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1321 inception_v3/conv2d_45/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1321 inception_v3/conv2d_45/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1322 inception_v3/conv2d_45/Conv2D"; -"1322 inception_v3/conv2d_45/Conv2D" -> "1330 inception_v3/batch_normalization_45/FusedBatchNormV3"; -"1323 inception_v3/batch_normalization_45/scale" -> "1330 inception_v3/batch_normalization_45/FusedBatchNormV3"; -"1324 inception_v3/batch_normalization_45/ReadVariableOp/resource" -> "1325 inception_v3/batch_normalization_45/ReadVariableOp"; -"1325 inception_v3/batch_normalization_45/ReadVariableOp" -> "1330 inception_v3/batch_normalization_45/FusedBatchNormV3"; -"1326 inception_v3/batch_normalization_45/FusedBatchNormV3/ReadVariableOp/resource" -> "1327 inception_v3/batch_normalization_45/FusedBatchNormV3/ReadVariableOp"; -"1327 inception_v3/batch_normalization_45/FusedBatchNormV3/ReadVariableOp" -> "1330 inception_v3/batch_normalization_45/FusedBatchNormV3"; -"1328 inception_v3/batch_normalization_45/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1329 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inception_v3/activation_45/fake_quantize/AsymmQuant/add"; -"1336 inception_v3/activation_45/fake_quantize/AsymmQuant/add" -> "1339 inception_v3/activation_45/fake_quantize/AsymmQuant/add_1"; -"1337 inception_v3/activation_45/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1338 inception_v3/activation_45/fake_quantize/AsymmQuant/ReadVariableOp"; -"1337 inception_v3/activation_45/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1340 inception_v3/activation_45/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1338 inception_v3/activation_45/fake_quantize/AsymmQuant/ReadVariableOp" -> "1339 inception_v3/activation_45/fake_quantize/AsymmQuant/add_1"; -"1339 inception_v3/activation_45/fake_quantize/AsymmQuant/add_1" -> "1341 inception_v3/activation_45/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1340 inception_v3/activation_45/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1341 inception_v3/activation_45/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1341 inception_v3/activation_45/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1353 inception_v3/conv2d_46/Conv2D"; -"1342 inception_v3/conv2d_46/SymmQuant/Abs/ReadVariableOp/resource" -> "1343 inception_v3/conv2d_46/SymmQuant/Abs/ReadVariableOp"; -"1343 inception_v3/conv2d_46/SymmQuant/Abs/ReadVariableOp" -> "1344 inception_v3/conv2d_46/SymmQuant/Abs"; -"1344 inception_v3/conv2d_46/SymmQuant/Abs" -> "1346 inception_v3/conv2d_46/SymmQuant/add"; -"1345 inception_v3/conv2d_46/SymmQuant/add/y" -> "1346 inception_v3/conv2d_46/SymmQuant/add"; -"1346 inception_v3/conv2d_46/SymmQuant/add" -> "1349 inception_v3/conv2d_46/SymmQuant/mul"; -"1346 inception_v3/conv2d_46/SymmQuant/add" -> "1352 inception_v3/conv2d_46/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1347 inception_v3/conv2d_46/SymmQuant/mul/ReadVariableOp/resource" -> "1348 inception_v3/conv2d_46/SymmQuant/mul/ReadVariableOp"; -"1348 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inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1570 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars"; -"1570 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars" -> "1596 inception_v3/mixed5/concat"; -"1571 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_1/Abs/ReadVariableOp" -> "1572 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_1/Abs"; -"1572 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_1/Abs" -> "1574 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_1/add"; -"1573 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_1/add/y" -> "1574 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_1/add"; -"1574 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_1/add" -> "1576 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_1/add_1"; -"1575 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_1/ReadVariableOp" -> "1576 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_1/add_1"; -"1576 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_1/add_1" -> "1578 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars"; -"1577 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1578 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars"; -"1578 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars" -> "1596 inception_v3/mixed5/concat"; -"1579 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_2/Abs/ReadVariableOp" -> "1580 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_2/Abs"; -"1580 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_2/Abs" -> "1582 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_2/add"; -"1581 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_2/add/y" -> "1582 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_2/add"; -"1582 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_2/add" -> "1584 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_2/add_1"; -"1583 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_2/ReadVariableOp" -> "1584 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_2/add_1"; -"1584 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_2/add_1" -> "1586 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars"; -"1585 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1586 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars"; -"1586 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars" -> "1596 inception_v3/mixed5/concat"; -"1587 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_3/Abs/ReadVariableOp" -> "1588 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_3/Abs"; -"1588 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_3/Abs" -> "1590 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_3/add"; -"1589 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_3/add/y" -> "1590 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_3/add"; -"1590 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_3/add" -> "1592 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_3/add_1"; -"1591 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_3/ReadVariableOp" -> "1592 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_3/add_1"; -"1592 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_3/add_1" -> "1594 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars"; -"1593 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1594 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars"; -"1594 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars" -> "1596 inception_v3/mixed5/concat"; -"1595 inception_v3/mixed5/concat/axis" -> "1596 inception_v3/mixed5/concat"; -"1596 inception_v3/mixed5/concat" -> "1608 inception_v3/conv2d_54/Conv2D"; -"1596 inception_v3/mixed5/concat" -> "1682 inception_v3/conv2d_51/Conv2D"; -"1596 inception_v3/mixed5/concat" -> "1761 inception_v3/average_pooling2d_5/AvgPool"; -"1596 inception_v3/mixed5/concat" -> "1841 inception_v3/conv2d_50/Conv2D"; -"1597 inception_v3/conv2d_54/SymmQuant/Abs/ReadVariableOp/resource" -> "1598 inception_v3/conv2d_54/SymmQuant/Abs/ReadVariableOp"; -"1598 inception_v3/conv2d_54/SymmQuant/Abs/ReadVariableOp" -> "1599 inception_v3/conv2d_54/SymmQuant/Abs"; -"1599 inception_v3/conv2d_54/SymmQuant/Abs" -> "1601 inception_v3/conv2d_54/SymmQuant/add"; -"1600 inception_v3/conv2d_54/SymmQuant/add/y" -> "1601 inception_v3/conv2d_54/SymmQuant/add"; -"1601 inception_v3/conv2d_54/SymmQuant/add" -> "1604 inception_v3/conv2d_54/SymmQuant/mul"; -"1601 inception_v3/conv2d_54/SymmQuant/add" -> "1607 inception_v3/conv2d_54/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1602 inception_v3/conv2d_54/SymmQuant/mul/ReadVariableOp/resource" -> "1603 inception_v3/conv2d_54/SymmQuant/mul/ReadVariableOp"; -"1603 inception_v3/conv2d_54/SymmQuant/mul/ReadVariableOp" -> "1604 inception_v3/conv2d_54/SymmQuant/mul"; -"1604 inception_v3/conv2d_54/SymmQuant/mul" -> "1607 inception_v3/conv2d_54/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1605 inception_v3/conv2d_54/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1606 inception_v3/conv2d_54/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1606 inception_v3/conv2d_54/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1607 inception_v3/conv2d_54/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1607 inception_v3/conv2d_54/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1608 inception_v3/conv2d_54/Conv2D"; -"1608 inception_v3/conv2d_54/Conv2D" -> "1616 inception_v3/batch_normalization_54/FusedBatchNormV3"; -"1609 inception_v3/batch_normalization_54/scale" -> "1616 inception_v3/batch_normalization_54/FusedBatchNormV3"; -"1610 inception_v3/batch_normalization_54/ReadVariableOp/resource" -> "1611 inception_v3/batch_normalization_54/ReadVariableOp"; -"1611 inception_v3/batch_normalization_54/ReadVariableOp" -> "1616 inception_v3/batch_normalization_54/FusedBatchNormV3"; -"1612 inception_v3/batch_normalization_54/FusedBatchNormV3/ReadVariableOp/resource" -> "1613 inception_v3/batch_normalization_54/FusedBatchNormV3/ReadVariableOp"; -"1613 inception_v3/batch_normalization_54/FusedBatchNormV3/ReadVariableOp" -> "1616 inception_v3/batch_normalization_54/FusedBatchNormV3"; -"1614 inception_v3/batch_normalization_54/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1615 inception_v3/batch_normalization_54/FusedBatchNormV3/ReadVariableOp_1"; -"1615 inception_v3/batch_normalization_54/FusedBatchNormV3/ReadVariableOp_1" -> "1616 inception_v3/batch_normalization_54/FusedBatchNormV3"; -"1616 inception_v3/batch_normalization_54/FusedBatchNormV3" -> "1617 inception_v3/activation_54/Relu"; -"1617 inception_v3/activation_54/Relu" -> "1627 inception_v3/activation_54/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1618 inception_v3/activation_54/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1619 inception_v3/activation_54/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"1619 inception_v3/activation_54/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1620 inception_v3/activation_54/fake_quantize/AsymmQuant/Abs"; -"1620 inception_v3/activation_54/fake_quantize/AsymmQuant/Abs" -> "1622 inception_v3/activation_54/fake_quantize/AsymmQuant/add"; -"1621 inception_v3/activation_54/fake_quantize/AsymmQuant/add/y" -> "1622 inception_v3/activation_54/fake_quantize/AsymmQuant/add"; -"1622 inception_v3/activation_54/fake_quantize/AsymmQuant/add" -> "1625 inception_v3/activation_54/fake_quantize/AsymmQuant/add_1"; -"1623 inception_v3/activation_54/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1624 inception_v3/activation_54/fake_quantize/AsymmQuant/ReadVariableOp"; -"1623 inception_v3/activation_54/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1626 inception_v3/activation_54/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1624 inception_v3/activation_54/fake_quantize/AsymmQuant/ReadVariableOp" -> "1625 inception_v3/activation_54/fake_quantize/AsymmQuant/add_1"; -"1625 inception_v3/activation_54/fake_quantize/AsymmQuant/add_1" -> "1627 inception_v3/activation_54/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1626 inception_v3/activation_54/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1627 inception_v3/activation_54/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1627 inception_v3/activation_54/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1639 inception_v3/conv2d_55/Conv2D"; -"1628 inception_v3/conv2d_55/SymmQuant/Abs/ReadVariableOp/resource" -> "1629 inception_v3/conv2d_55/SymmQuant/Abs/ReadVariableOp"; -"1629 inception_v3/conv2d_55/SymmQuant/Abs/ReadVariableOp" -> "1630 inception_v3/conv2d_55/SymmQuant/Abs"; -"1630 inception_v3/conv2d_55/SymmQuant/Abs" -> "1632 inception_v3/conv2d_55/SymmQuant/add"; -"1631 inception_v3/conv2d_55/SymmQuant/add/y" -> "1632 inception_v3/conv2d_55/SymmQuant/add"; -"1632 inception_v3/conv2d_55/SymmQuant/add" -> "1635 inception_v3/conv2d_55/SymmQuant/mul"; -"1632 inception_v3/conv2d_55/SymmQuant/add" -> "1638 inception_v3/conv2d_55/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1633 inception_v3/conv2d_55/SymmQuant/mul/ReadVariableOp/resource" -> "1634 inception_v3/conv2d_55/SymmQuant/mul/ReadVariableOp"; -"1634 inception_v3/conv2d_55/SymmQuant/mul/ReadVariableOp" -> "1635 inception_v3/conv2d_55/SymmQuant/mul"; -"1635 inception_v3/conv2d_55/SymmQuant/mul" -> "1638 inception_v3/conv2d_55/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1636 inception_v3/conv2d_55/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1637 inception_v3/conv2d_55/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1637 inception_v3/conv2d_55/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1638 inception_v3/conv2d_55/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1638 inception_v3/conv2d_55/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1639 inception_v3/conv2d_55/Conv2D"; -"1639 inception_v3/conv2d_55/Conv2D" -> "1647 inception_v3/batch_normalization_55/FusedBatchNormV3"; -"1640 inception_v3/batch_normalization_55/scale" -> "1647 inception_v3/batch_normalization_55/FusedBatchNormV3"; -"1641 inception_v3/batch_normalization_55/ReadVariableOp/resource" -> "1642 inception_v3/batch_normalization_55/ReadVariableOp"; -"1642 inception_v3/batch_normalization_55/ReadVariableOp" -> "1647 inception_v3/batch_normalization_55/FusedBatchNormV3"; -"1643 inception_v3/batch_normalization_55/FusedBatchNormV3/ReadVariableOp/resource" -> "1644 inception_v3/batch_normalization_55/FusedBatchNormV3/ReadVariableOp"; -"1644 inception_v3/batch_normalization_55/FusedBatchNormV3/ReadVariableOp" -> "1647 inception_v3/batch_normalization_55/FusedBatchNormV3"; -"1645 inception_v3/batch_normalization_55/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1646 inception_v3/batch_normalization_55/FusedBatchNormV3/ReadVariableOp_1"; -"1646 inception_v3/batch_normalization_55/FusedBatchNormV3/ReadVariableOp_1" -> "1647 inception_v3/batch_normalization_55/FusedBatchNormV3"; -"1647 inception_v3/batch_normalization_55/FusedBatchNormV3" -> "1648 inception_v3/activation_55/Relu"; -"1648 inception_v3/activation_55/Relu" -> "1658 inception_v3/activation_55/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1649 inception_v3/activation_55/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1650 inception_v3/activation_55/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"1650 inception_v3/activation_55/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1651 inception_v3/activation_55/fake_quantize/AsymmQuant/Abs"; -"1651 inception_v3/activation_55/fake_quantize/AsymmQuant/Abs" -> "1653 inception_v3/activation_55/fake_quantize/AsymmQuant/add"; -"1652 inception_v3/activation_55/fake_quantize/AsymmQuant/add/y" -> "1653 inception_v3/activation_55/fake_quantize/AsymmQuant/add"; -"1653 inception_v3/activation_55/fake_quantize/AsymmQuant/add" -> "1656 inception_v3/activation_55/fake_quantize/AsymmQuant/add_1"; -"1654 inception_v3/activation_55/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1655 inception_v3/activation_55/fake_quantize/AsymmQuant/ReadVariableOp"; -"1654 inception_v3/activation_55/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1657 inception_v3/activation_55/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1655 inception_v3/activation_55/fake_quantize/AsymmQuant/ReadVariableOp" -> "1656 inception_v3/activation_55/fake_quantize/AsymmQuant/add_1"; -"1656 inception_v3/activation_55/fake_quantize/AsymmQuant/add_1" -> "1658 inception_v3/activation_55/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1657 inception_v3/activation_55/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1658 inception_v3/activation_55/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1658 inception_v3/activation_55/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1670 inception_v3/conv2d_56/Conv2D"; -"1659 inception_v3/conv2d_56/SymmQuant/Abs/ReadVariableOp/resource" -> "1660 inception_v3/conv2d_56/SymmQuant/Abs/ReadVariableOp"; -"1660 inception_v3/conv2d_56/SymmQuant/Abs/ReadVariableOp" -> "1661 inception_v3/conv2d_56/SymmQuant/Abs"; -"1661 inception_v3/conv2d_56/SymmQuant/Abs" -> "1663 inception_v3/conv2d_56/SymmQuant/add"; -"1662 inception_v3/conv2d_56/SymmQuant/add/y" -> "1663 inception_v3/conv2d_56/SymmQuant/add"; -"1663 inception_v3/conv2d_56/SymmQuant/add" -> "1666 inception_v3/conv2d_56/SymmQuant/mul"; -"1663 inception_v3/conv2d_56/SymmQuant/add" -> "1669 inception_v3/conv2d_56/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1664 inception_v3/conv2d_56/SymmQuant/mul/ReadVariableOp/resource" -> "1665 inception_v3/conv2d_56/SymmQuant/mul/ReadVariableOp"; -"1665 inception_v3/conv2d_56/SymmQuant/mul/ReadVariableOp" -> "1666 inception_v3/conv2d_56/SymmQuant/mul"; -"1666 inception_v3/conv2d_56/SymmQuant/mul" -> "1669 inception_v3/conv2d_56/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1667 inception_v3/conv2d_56/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1668 inception_v3/conv2d_56/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1668 inception_v3/conv2d_56/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1669 inception_v3/conv2d_56/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1669 inception_v3/conv2d_56/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1670 inception_v3/conv2d_56/Conv2D"; -"1670 inception_v3/conv2d_56/Conv2D" -> "1690 inception_v3/batch_normalization_56/FusedBatchNormV3"; -"1671 inception_v3/conv2d_51/SymmQuant/Abs/ReadVariableOp/resource" -> "1672 inception_v3/conv2d_51/SymmQuant/Abs/ReadVariableOp"; -"1672 inception_v3/conv2d_51/SymmQuant/Abs/ReadVariableOp" -> "1673 inception_v3/conv2d_51/SymmQuant/Abs"; -"1673 inception_v3/conv2d_51/SymmQuant/Abs" -> "1675 inception_v3/conv2d_51/SymmQuant/add"; -"1674 inception_v3/conv2d_51/SymmQuant/add/y" -> "1675 inception_v3/conv2d_51/SymmQuant/add"; -"1675 inception_v3/conv2d_51/SymmQuant/add" -> "1678 inception_v3/conv2d_51/SymmQuant/mul"; -"1675 inception_v3/conv2d_51/SymmQuant/add" -> "1681 inception_v3/conv2d_51/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1676 inception_v3/conv2d_51/SymmQuant/mul/ReadVariableOp/resource" -> "1677 inception_v3/conv2d_51/SymmQuant/mul/ReadVariableOp"; -"1677 inception_v3/conv2d_51/SymmQuant/mul/ReadVariableOp" -> "1678 inception_v3/conv2d_51/SymmQuant/mul"; -"1678 inception_v3/conv2d_51/SymmQuant/mul" -> "1681 inception_v3/conv2d_51/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1679 inception_v3/conv2d_51/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1680 inception_v3/conv2d_51/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1680 inception_v3/conv2d_51/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1681 inception_v3/conv2d_51/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1681 inception_v3/conv2d_51/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1682 inception_v3/conv2d_51/Conv2D"; -"1682 inception_v3/conv2d_51/Conv2D" -> "1698 inception_v3/batch_normalization_51/FusedBatchNormV3"; -"1683 inception_v3/batch_normalization_56/scale" -> "1690 inception_v3/batch_normalization_56/FusedBatchNormV3"; -"1684 inception_v3/batch_normalization_56/ReadVariableOp/resource" -> "1685 inception_v3/batch_normalization_56/ReadVariableOp"; -"1685 inception_v3/batch_normalization_56/ReadVariableOp" -> "1690 inception_v3/batch_normalization_56/FusedBatchNormV3"; -"1686 inception_v3/batch_normalization_56/FusedBatchNormV3/ReadVariableOp/resource" -> "1687 inception_v3/batch_normalization_56/FusedBatchNormV3/ReadVariableOp"; -"1687 inception_v3/batch_normalization_56/FusedBatchNormV3/ReadVariableOp" -> "1690 inception_v3/batch_normalization_56/FusedBatchNormV3"; -"1688 inception_v3/batch_normalization_56/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1689 inception_v3/batch_normalization_56/FusedBatchNormV3/ReadVariableOp_1"; -"1689 inception_v3/batch_normalization_56/FusedBatchNormV3/ReadVariableOp_1" -> "1690 inception_v3/batch_normalization_56/FusedBatchNormV3"; -"1690 inception_v3/batch_normalization_56/FusedBatchNormV3" -> "1699 inception_v3/activation_56/Relu"; -"1691 inception_v3/batch_normalization_51/scale" -> "1698 inception_v3/batch_normalization_51/FusedBatchNormV3"; -"1692 inception_v3/batch_normalization_51/ReadVariableOp/resource" -> "1693 inception_v3/batch_normalization_51/ReadVariableOp"; -"1693 inception_v3/batch_normalization_51/ReadVariableOp" -> "1698 inception_v3/batch_normalization_51/FusedBatchNormV3"; -"1694 inception_v3/batch_normalization_51/FusedBatchNormV3/ReadVariableOp/resource" -> "1695 inception_v3/batch_normalization_51/FusedBatchNormV3/ReadVariableOp"; -"1695 inception_v3/batch_normalization_51/FusedBatchNormV3/ReadVariableOp" -> "1698 inception_v3/batch_normalization_51/FusedBatchNormV3"; -"1696 inception_v3/batch_normalization_51/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1697 inception_v3/batch_normalization_51/FusedBatchNormV3/ReadVariableOp_1"; -"1697 inception_v3/batch_normalization_51/FusedBatchNormV3/ReadVariableOp_1" -> "1698 inception_v3/batch_normalization_51/FusedBatchNormV3"; -"1698 inception_v3/batch_normalization_51/FusedBatchNormV3" -> "1700 inception_v3/activation_51/Relu"; -"1699 inception_v3/activation_56/Relu" -> "1710 inception_v3/activation_56/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1700 inception_v3/activation_51/Relu" -> "1720 inception_v3/activation_51/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1701 inception_v3/activation_56/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1702 inception_v3/activation_56/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"1702 inception_v3/activation_56/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1703 inception_v3/activation_56/fake_quantize/AsymmQuant/Abs"; -"1703 inception_v3/activation_56/fake_quantize/AsymmQuant/Abs" -> "1705 inception_v3/activation_56/fake_quantize/AsymmQuant/add"; -"1704 inception_v3/activation_56/fake_quantize/AsymmQuant/add/y" -> "1705 inception_v3/activation_56/fake_quantize/AsymmQuant/add"; -"1705 inception_v3/activation_56/fake_quantize/AsymmQuant/add" -> "1708 inception_v3/activation_56/fake_quantize/AsymmQuant/add_1"; -"1706 inception_v3/activation_56/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1707 inception_v3/activation_56/fake_quantize/AsymmQuant/ReadVariableOp"; -"1706 inception_v3/activation_56/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1709 inception_v3/activation_56/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1707 inception_v3/activation_56/fake_quantize/AsymmQuant/ReadVariableOp" -> "1708 inception_v3/activation_56/fake_quantize/AsymmQuant/add_1"; -"1708 inception_v3/activation_56/fake_quantize/AsymmQuant/add_1" -> "1710 inception_v3/activation_56/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1709 inception_v3/activation_56/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1710 inception_v3/activation_56/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1710 inception_v3/activation_56/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1732 inception_v3/conv2d_57/Conv2D"; -"1711 inception_v3/activation_51/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1712 inception_v3/activation_51/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"1712 inception_v3/activation_51/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1713 inception_v3/activation_51/fake_quantize/AsymmQuant/Abs"; -"1713 inception_v3/activation_51/fake_quantize/AsymmQuant/Abs" -> "1715 inception_v3/activation_51/fake_quantize/AsymmQuant/add"; -"1714 inception_v3/activation_51/fake_quantize/AsymmQuant/add/y" -> "1715 inception_v3/activation_51/fake_quantize/AsymmQuant/add"; -"1715 inception_v3/activation_51/fake_quantize/AsymmQuant/add" -> "1718 inception_v3/activation_51/fake_quantize/AsymmQuant/add_1"; -"1716 inception_v3/activation_51/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1717 inception_v3/activation_51/fake_quantize/AsymmQuant/ReadVariableOp"; -"1716 inception_v3/activation_51/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1719 inception_v3/activation_51/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1717 inception_v3/activation_51/fake_quantize/AsymmQuant/ReadVariableOp" -> "1718 inception_v3/activation_51/fake_quantize/AsymmQuant/add_1"; -"1718 inception_v3/activation_51/fake_quantize/AsymmQuant/add_1" -> "1720 inception_v3/activation_51/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1719 inception_v3/activation_51/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1720 inception_v3/activation_51/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1720 inception_v3/activation_51/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1744 inception_v3/conv2d_52/Conv2D"; -"1721 inception_v3/conv2d_57/SymmQuant/Abs/ReadVariableOp/resource" -> "1722 inception_v3/conv2d_57/SymmQuant/Abs/ReadVariableOp"; -"1722 inception_v3/conv2d_57/SymmQuant/Abs/ReadVariableOp" -> "1723 inception_v3/conv2d_57/SymmQuant/Abs"; -"1723 inception_v3/conv2d_57/SymmQuant/Abs" -> "1725 inception_v3/conv2d_57/SymmQuant/add"; -"1724 inception_v3/conv2d_57/SymmQuant/add/y" -> "1725 inception_v3/conv2d_57/SymmQuant/add"; -"1725 inception_v3/conv2d_57/SymmQuant/add" -> "1728 inception_v3/conv2d_57/SymmQuant/mul"; -"1725 inception_v3/conv2d_57/SymmQuant/add" -> "1731 inception_v3/conv2d_57/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1726 inception_v3/conv2d_57/SymmQuant/mul/ReadVariableOp/resource" -> "1727 inception_v3/conv2d_57/SymmQuant/mul/ReadVariableOp"; -"1727 inception_v3/conv2d_57/SymmQuant/mul/ReadVariableOp" -> "1728 inception_v3/conv2d_57/SymmQuant/mul"; -"1728 inception_v3/conv2d_57/SymmQuant/mul" -> "1731 inception_v3/conv2d_57/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1729 inception_v3/conv2d_57/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1730 inception_v3/conv2d_57/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1730 inception_v3/conv2d_57/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1731 inception_v3/conv2d_57/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1731 inception_v3/conv2d_57/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1732 inception_v3/conv2d_57/Conv2D"; -"1732 inception_v3/conv2d_57/Conv2D" -> "1752 inception_v3/batch_normalization_57/FusedBatchNormV3"; -"1733 inception_v3/conv2d_52/SymmQuant/Abs/ReadVariableOp/resource" -> "1734 inception_v3/conv2d_52/SymmQuant/Abs/ReadVariableOp"; -"1734 inception_v3/conv2d_52/SymmQuant/Abs/ReadVariableOp" -> "1735 inception_v3/conv2d_52/SymmQuant/Abs"; -"1735 inception_v3/conv2d_52/SymmQuant/Abs" -> "1737 inception_v3/conv2d_52/SymmQuant/add"; -"1736 inception_v3/conv2d_52/SymmQuant/add/y" -> "1737 inception_v3/conv2d_52/SymmQuant/add"; -"1737 inception_v3/conv2d_52/SymmQuant/add" -> "1740 inception_v3/conv2d_52/SymmQuant/mul"; -"1737 inception_v3/conv2d_52/SymmQuant/add" -> "1743 inception_v3/conv2d_52/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1738 inception_v3/conv2d_52/SymmQuant/mul/ReadVariableOp/resource" -> "1739 inception_v3/conv2d_52/SymmQuant/mul/ReadVariableOp"; -"1739 inception_v3/conv2d_52/SymmQuant/mul/ReadVariableOp" -> "1740 inception_v3/conv2d_52/SymmQuant/mul"; -"1740 inception_v3/conv2d_52/SymmQuant/mul" -> "1743 inception_v3/conv2d_52/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1741 inception_v3/conv2d_52/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1742 inception_v3/conv2d_52/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1742 inception_v3/conv2d_52/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1743 inception_v3/conv2d_52/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1743 inception_v3/conv2d_52/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1744 inception_v3/conv2d_52/Conv2D"; -"1744 inception_v3/conv2d_52/Conv2D" -> "1760 inception_v3/batch_normalization_52/FusedBatchNormV3"; -"1745 inception_v3/batch_normalization_57/scale" -> "1752 inception_v3/batch_normalization_57/FusedBatchNormV3"; -"1746 inception_v3/batch_normalization_57/ReadVariableOp/resource" -> "1747 inception_v3/batch_normalization_57/ReadVariableOp"; -"1747 inception_v3/batch_normalization_57/ReadVariableOp" -> "1752 inception_v3/batch_normalization_57/FusedBatchNormV3"; -"1748 inception_v3/batch_normalization_57/FusedBatchNormV3/ReadVariableOp/resource" -> "1749 inception_v3/batch_normalization_57/FusedBatchNormV3/ReadVariableOp"; -"1749 inception_v3/batch_normalization_57/FusedBatchNormV3/ReadVariableOp" -> "1752 inception_v3/batch_normalization_57/FusedBatchNormV3"; -"1750 inception_v3/batch_normalization_57/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1751 inception_v3/batch_normalization_57/FusedBatchNormV3/ReadVariableOp_1"; -"1751 inception_v3/batch_normalization_57/FusedBatchNormV3/ReadVariableOp_1" -> "1752 inception_v3/batch_normalization_57/FusedBatchNormV3"; -"1752 inception_v3/batch_normalization_57/FusedBatchNormV3" -> "1762 inception_v3/activation_57/Relu"; -"1753 inception_v3/batch_normalization_52/scale" -> "1760 inception_v3/batch_normalization_52/FusedBatchNormV3"; -"1754 inception_v3/batch_normalization_52/ReadVariableOp/resource" -> "1755 inception_v3/batch_normalization_52/ReadVariableOp"; -"1755 inception_v3/batch_normalization_52/ReadVariableOp" -> "1760 inception_v3/batch_normalization_52/FusedBatchNormV3"; -"1756 inception_v3/batch_normalization_52/FusedBatchNormV3/ReadVariableOp/resource" -> "1757 inception_v3/batch_normalization_52/FusedBatchNormV3/ReadVariableOp"; -"1757 inception_v3/batch_normalization_52/FusedBatchNormV3/ReadVariableOp" -> "1760 inception_v3/batch_normalization_52/FusedBatchNormV3"; -"1758 inception_v3/batch_normalization_52/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1759 inception_v3/batch_normalization_52/FusedBatchNormV3/ReadVariableOp_1"; -"1759 inception_v3/batch_normalization_52/FusedBatchNormV3/ReadVariableOp_1" -> "1760 inception_v3/batch_normalization_52/FusedBatchNormV3"; -"1760 inception_v3/batch_normalization_52/FusedBatchNormV3" -> "1763 inception_v3/activation_52/Relu"; -"1761 inception_v3/average_pooling2d_5/AvgPool" -> "1773 inception_v3/average_pooling2d_5/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1762 inception_v3/activation_57/Relu" -> "1783 inception_v3/activation_57/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1763 inception_v3/activation_52/Relu" -> "1793 inception_v3/activation_52/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1764 inception_v3/average_pooling2d_5/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1765 inception_v3/average_pooling2d_5/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"1765 inception_v3/average_pooling2d_5/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1766 inception_v3/average_pooling2d_5/fake_quantize/AsymmQuant/Abs"; -"1766 inception_v3/average_pooling2d_5/fake_quantize/AsymmQuant/Abs" -> "1768 inception_v3/average_pooling2d_5/fake_quantize/AsymmQuant/add"; -"1767 inception_v3/average_pooling2d_5/fake_quantize/AsymmQuant/add/y" -> "1768 inception_v3/average_pooling2d_5/fake_quantize/AsymmQuant/add"; -"1768 inception_v3/average_pooling2d_5/fake_quantize/AsymmQuant/add" -> "1771 inception_v3/average_pooling2d_5/fake_quantize/AsymmQuant/add_1"; -"1769 inception_v3/average_pooling2d_5/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1770 inception_v3/average_pooling2d_5/fake_quantize/AsymmQuant/ReadVariableOp"; -"1769 inception_v3/average_pooling2d_5/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1772 inception_v3/average_pooling2d_5/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1770 inception_v3/average_pooling2d_5/fake_quantize/AsymmQuant/ReadVariableOp" -> "1771 inception_v3/average_pooling2d_5/fake_quantize/AsymmQuant/add_1"; -"1771 inception_v3/average_pooling2d_5/fake_quantize/AsymmQuant/add_1" -> "1773 inception_v3/average_pooling2d_5/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1772 inception_v3/average_pooling2d_5/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1773 inception_v3/average_pooling2d_5/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1773 inception_v3/average_pooling2d_5/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1805 inception_v3/conv2d_59/Conv2D"; -"1774 inception_v3/activation_57/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1775 inception_v3/activation_57/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"1775 inception_v3/activation_57/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1776 inception_v3/activation_57/fake_quantize/AsymmQuant/Abs"; -"1776 inception_v3/activation_57/fake_quantize/AsymmQuant/Abs" -> "1778 inception_v3/activation_57/fake_quantize/AsymmQuant/add"; -"1777 inception_v3/activation_57/fake_quantize/AsymmQuant/add/y" -> "1778 inception_v3/activation_57/fake_quantize/AsymmQuant/add"; -"1778 inception_v3/activation_57/fake_quantize/AsymmQuant/add" -> "1781 inception_v3/activation_57/fake_quantize/AsymmQuant/add_1"; -"1779 inception_v3/activation_57/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1780 inception_v3/activation_57/fake_quantize/AsymmQuant/ReadVariableOp"; -"1779 inception_v3/activation_57/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1782 inception_v3/activation_57/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1780 inception_v3/activation_57/fake_quantize/AsymmQuant/ReadVariableOp" -> "1781 inception_v3/activation_57/fake_quantize/AsymmQuant/add_1"; -"1781 inception_v3/activation_57/fake_quantize/AsymmQuant/add_1" -> "1783 inception_v3/activation_57/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1782 inception_v3/activation_57/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1783 inception_v3/activation_57/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1783 inception_v3/activation_57/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1817 inception_v3/conv2d_58/Conv2D"; -"1784 inception_v3/activation_52/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1785 inception_v3/activation_52/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"1785 inception_v3/activation_52/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1786 inception_v3/activation_52/fake_quantize/AsymmQuant/Abs"; -"1786 inception_v3/activation_52/fake_quantize/AsymmQuant/Abs" -> "1788 inception_v3/activation_52/fake_quantize/AsymmQuant/add"; -"1787 inception_v3/activation_52/fake_quantize/AsymmQuant/add/y" -> "1788 inception_v3/activation_52/fake_quantize/AsymmQuant/add"; -"1788 inception_v3/activation_52/fake_quantize/AsymmQuant/add" -> "1791 inception_v3/activation_52/fake_quantize/AsymmQuant/add_1"; -"1789 inception_v3/activation_52/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1790 inception_v3/activation_52/fake_quantize/AsymmQuant/ReadVariableOp"; -"1789 inception_v3/activation_52/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1792 inception_v3/activation_52/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1790 inception_v3/activation_52/fake_quantize/AsymmQuant/ReadVariableOp" -> "1791 inception_v3/activation_52/fake_quantize/AsymmQuant/add_1"; -"1791 inception_v3/activation_52/fake_quantize/AsymmQuant/add_1" -> "1793 inception_v3/activation_52/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1792 inception_v3/activation_52/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1793 inception_v3/activation_52/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1793 inception_v3/activation_52/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1829 inception_v3/conv2d_53/Conv2D"; -"1794 inception_v3/conv2d_59/SymmQuant/Abs/ReadVariableOp/resource" -> "1795 inception_v3/conv2d_59/SymmQuant/Abs/ReadVariableOp"; -"1795 inception_v3/conv2d_59/SymmQuant/Abs/ReadVariableOp" -> "1796 inception_v3/conv2d_59/SymmQuant/Abs"; -"1796 inception_v3/conv2d_59/SymmQuant/Abs" -> "1798 inception_v3/conv2d_59/SymmQuant/add"; -"1797 inception_v3/conv2d_59/SymmQuant/add/y" -> "1798 inception_v3/conv2d_59/SymmQuant/add"; -"1798 inception_v3/conv2d_59/SymmQuant/add" -> "1801 inception_v3/conv2d_59/SymmQuant/mul"; -"1798 inception_v3/conv2d_59/SymmQuant/add" -> "1804 inception_v3/conv2d_59/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1799 inception_v3/conv2d_59/SymmQuant/mul/ReadVariableOp/resource" -> "1800 inception_v3/conv2d_59/SymmQuant/mul/ReadVariableOp"; -"1800 inception_v3/conv2d_59/SymmQuant/mul/ReadVariableOp" -> "1801 inception_v3/conv2d_59/SymmQuant/mul"; -"1801 inception_v3/conv2d_59/SymmQuant/mul" -> "1804 inception_v3/conv2d_59/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1802 inception_v3/conv2d_59/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1803 inception_v3/conv2d_59/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1803 inception_v3/conv2d_59/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1804 inception_v3/conv2d_59/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1804 inception_v3/conv2d_59/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1805 inception_v3/conv2d_59/Conv2D"; -"1805 inception_v3/conv2d_59/Conv2D" -> "1849 inception_v3/batch_normalization_59/FusedBatchNormV3"; -"1806 inception_v3/conv2d_58/SymmQuant/Abs/ReadVariableOp/resource" -> "1807 inception_v3/conv2d_58/SymmQuant/Abs/ReadVariableOp"; -"1807 inception_v3/conv2d_58/SymmQuant/Abs/ReadVariableOp" -> "1808 inception_v3/conv2d_58/SymmQuant/Abs"; -"1808 inception_v3/conv2d_58/SymmQuant/Abs" -> "1810 inception_v3/conv2d_58/SymmQuant/add"; -"1809 inception_v3/conv2d_58/SymmQuant/add/y" -> "1810 inception_v3/conv2d_58/SymmQuant/add"; -"1810 inception_v3/conv2d_58/SymmQuant/add" -> "1813 inception_v3/conv2d_58/SymmQuant/mul"; -"1810 inception_v3/conv2d_58/SymmQuant/add" -> "1816 inception_v3/conv2d_58/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1811 inception_v3/conv2d_58/SymmQuant/mul/ReadVariableOp/resource" -> "1812 inception_v3/conv2d_58/SymmQuant/mul/ReadVariableOp"; -"1812 inception_v3/conv2d_58/SymmQuant/mul/ReadVariableOp" -> "1813 inception_v3/conv2d_58/SymmQuant/mul"; -"1813 inception_v3/conv2d_58/SymmQuant/mul" -> "1816 inception_v3/conv2d_58/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1814 inception_v3/conv2d_58/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1815 inception_v3/conv2d_58/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1815 inception_v3/conv2d_58/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1816 inception_v3/conv2d_58/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1816 inception_v3/conv2d_58/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1817 inception_v3/conv2d_58/Conv2D"; -"1817 inception_v3/conv2d_58/Conv2D" -> "1857 inception_v3/batch_normalization_58/FusedBatchNormV3"; -"1818 inception_v3/conv2d_53/SymmQuant/Abs/ReadVariableOp/resource" -> "1819 inception_v3/conv2d_53/SymmQuant/Abs/ReadVariableOp"; -"1819 inception_v3/conv2d_53/SymmQuant/Abs/ReadVariableOp" -> "1820 inception_v3/conv2d_53/SymmQuant/Abs"; -"1820 inception_v3/conv2d_53/SymmQuant/Abs" -> "1822 inception_v3/conv2d_53/SymmQuant/add"; -"1821 inception_v3/conv2d_53/SymmQuant/add/y" -> "1822 inception_v3/conv2d_53/SymmQuant/add"; -"1822 inception_v3/conv2d_53/SymmQuant/add" -> "1825 inception_v3/conv2d_53/SymmQuant/mul"; -"1822 inception_v3/conv2d_53/SymmQuant/add" -> "1828 inception_v3/conv2d_53/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1823 inception_v3/conv2d_53/SymmQuant/mul/ReadVariableOp/resource" -> "1824 inception_v3/conv2d_53/SymmQuant/mul/ReadVariableOp"; -"1824 inception_v3/conv2d_53/SymmQuant/mul/ReadVariableOp" -> "1825 inception_v3/conv2d_53/SymmQuant/mul"; -"1825 inception_v3/conv2d_53/SymmQuant/mul" -> "1828 inception_v3/conv2d_53/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; 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inception_v3/conv2d_50/SymmQuant/add"; -"1834 inception_v3/conv2d_50/SymmQuant/add" -> "1837 inception_v3/conv2d_50/SymmQuant/mul"; -"1834 inception_v3/conv2d_50/SymmQuant/add" -> "1840 inception_v3/conv2d_50/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1835 inception_v3/conv2d_50/SymmQuant/mul/ReadVariableOp/resource" -> "1836 inception_v3/conv2d_50/SymmQuant/mul/ReadVariableOp"; -"1836 inception_v3/conv2d_50/SymmQuant/mul/ReadVariableOp" -> "1837 inception_v3/conv2d_50/SymmQuant/mul"; -"1837 inception_v3/conv2d_50/SymmQuant/mul" -> "1840 inception_v3/conv2d_50/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1838 inception_v3/conv2d_50/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1839 inception_v3/conv2d_50/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1839 inception_v3/conv2d_50/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1840 inception_v3/conv2d_50/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1840 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inception_v3/batch_normalization_59/FusedBatchNormV3/ReadVariableOp_1"; -"1848 inception_v3/batch_normalization_59/FusedBatchNormV3/ReadVariableOp_1" -> "1849 inception_v3/batch_normalization_59/FusedBatchNormV3"; -"1849 inception_v3/batch_normalization_59/FusedBatchNormV3" -> "1874 inception_v3/activation_59/Relu"; -"1850 inception_v3/batch_normalization_58/scale" -> "1857 inception_v3/batch_normalization_58/FusedBatchNormV3"; -"1851 inception_v3/batch_normalization_58/ReadVariableOp/resource" -> "1852 inception_v3/batch_normalization_58/ReadVariableOp"; -"1852 inception_v3/batch_normalization_58/ReadVariableOp" -> "1857 inception_v3/batch_normalization_58/FusedBatchNormV3"; -"1853 inception_v3/batch_normalization_58/FusedBatchNormV3/ReadVariableOp/resource" -> "1854 inception_v3/batch_normalization_58/FusedBatchNormV3/ReadVariableOp"; -"1854 inception_v3/batch_normalization_58/FusedBatchNormV3/ReadVariableOp" -> "1857 inception_v3/batch_normalization_58/FusedBatchNormV3"; -"1855 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-> "1870 inception_v3/batch_normalization_50/FusedBatchNormV3/ReadVariableOp"; -"1870 inception_v3/batch_normalization_50/FusedBatchNormV3/ReadVariableOp" -> "1873 inception_v3/batch_normalization_50/FusedBatchNormV3"; -"1871 inception_v3/batch_normalization_50/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1872 inception_v3/batch_normalization_50/FusedBatchNormV3/ReadVariableOp_1"; -"1872 inception_v3/batch_normalization_50/FusedBatchNormV3/ReadVariableOp_1" -> "1873 inception_v3/batch_normalization_50/FusedBatchNormV3"; -"1873 inception_v3/batch_normalization_50/FusedBatchNormV3" -> "1877 inception_v3/activation_50/Relu"; -"1874 inception_v3/activation_59/Relu" -> "1911 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars"; -"1875 inception_v3/activation_58/Relu" -> "1903 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars"; -"1876 inception_v3/activation_53/Relu" -> "1895 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars"; -"1877 inception_v3/activation_50/Relu" -> "1887 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars"; -"1878 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp/resource" -> "1879 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp"; -"1878 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp/resource" -> "1888 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_1/Abs/ReadVariableOp"; -"1878 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp/resource" -> "1896 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_2/Abs/ReadVariableOp"; -"1878 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp/resource" -> "1904 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_3/Abs/ReadVariableOp"; -"1879 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp" -> "1880 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant/Abs"; -"1880 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant/Abs" -> "1882 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant/add"; -"1881 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant/add/y" -> "1882 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant/add"; -"1882 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant/add" -> "1885 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant/add_1"; -"1883 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "1884 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp"; 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inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1883 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "1908 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_3/ReadVariableOp"; -"1883 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "1910 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1884 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp" -> "1885 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant/add_1"; -"1885 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant/add_1" -> "1887 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars"; -"1886 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1887 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars"; -"1887 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars" -> "1913 inception_v3/mixed6/concat"; -"1888 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_1/Abs/ReadVariableOp" -> "1889 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_1/Abs"; -"1889 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_1/Abs" -> "1891 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_1/add"; -"1890 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_1/add/y" -> "1891 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_1/add"; -"1891 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_1/add" -> "1893 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_1/add_1"; -"1892 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_1/ReadVariableOp" -> "1893 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_1/add_1"; -"1893 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_1/add_1" -> "1895 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars"; -"1894 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1895 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars"; -"1895 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars" -> "1913 inception_v3/mixed6/concat"; -"1896 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_2/Abs/ReadVariableOp" -> "1897 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_2/Abs"; -"1897 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_2/Abs" -> "1899 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_2/add"; -"1898 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_2/add/y" -> "1899 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_2/add"; -"1899 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_2/add" -> "1901 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_2/add_1"; -"1900 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_2/ReadVariableOp" -> "1901 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_2/add_1"; -"1901 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_2/add_1" -> "1903 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars"; -"1902 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1903 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars"; -"1903 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars" -> "1913 inception_v3/mixed6/concat"; -"1904 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_3/Abs/ReadVariableOp" -> "1905 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_3/Abs"; -"1905 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_3/Abs" -> "1907 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_3/add"; -"1906 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_3/add/y" -> "1907 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_3/add"; -"1907 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_3/add" -> "1909 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_3/add_1"; -"1908 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_3/ReadVariableOp" -> "1909 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_3/add_1"; -"1909 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_3/add_1" -> "1911 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars"; -"1910 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1911 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars"; -"1911 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars" -> "1913 inception_v3/mixed6/concat"; -"1912 inception_v3/mixed6/concat/axis" -> "1913 inception_v3/mixed6/concat"; -"1913 inception_v3/mixed6/concat" -> "1925 inception_v3/conv2d_64/Conv2D"; -"1913 inception_v3/mixed6/concat" -> "1999 inception_v3/conv2d_61/Conv2D"; -"1913 inception_v3/mixed6/concat" -> "2078 inception_v3/average_pooling2d_6/AvgPool"; -"1913 inception_v3/mixed6/concat" -> "2158 inception_v3/conv2d_60/Conv2D"; -"1914 inception_v3/conv2d_64/SymmQuant/Abs/ReadVariableOp/resource" -> "1915 inception_v3/conv2d_64/SymmQuant/Abs/ReadVariableOp"; -"1915 inception_v3/conv2d_64/SymmQuant/Abs/ReadVariableOp" -> "1916 inception_v3/conv2d_64/SymmQuant/Abs"; -"1916 inception_v3/conv2d_64/SymmQuant/Abs" -> "1918 inception_v3/conv2d_64/SymmQuant/add"; -"1917 inception_v3/conv2d_64/SymmQuant/add/y" -> "1918 inception_v3/conv2d_64/SymmQuant/add"; -"1918 inception_v3/conv2d_64/SymmQuant/add" -> "1921 inception_v3/conv2d_64/SymmQuant/mul"; -"1918 inception_v3/conv2d_64/SymmQuant/add" -> "1924 inception_v3/conv2d_64/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1919 inception_v3/conv2d_64/SymmQuant/mul/ReadVariableOp/resource" -> "1920 inception_v3/conv2d_64/SymmQuant/mul/ReadVariableOp"; -"1920 inception_v3/conv2d_64/SymmQuant/mul/ReadVariableOp" -> "1921 inception_v3/conv2d_64/SymmQuant/mul"; -"1921 inception_v3/conv2d_64/SymmQuant/mul" -> "1924 inception_v3/conv2d_64/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1922 inception_v3/conv2d_64/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1923 inception_v3/conv2d_64/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1923 inception_v3/conv2d_64/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1924 inception_v3/conv2d_64/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1924 inception_v3/conv2d_64/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1925 inception_v3/conv2d_64/Conv2D"; -"1925 inception_v3/conv2d_64/Conv2D" -> "1933 inception_v3/batch_normalization_64/FusedBatchNormV3"; -"1926 inception_v3/batch_normalization_64/scale" -> "1933 inception_v3/batch_normalization_64/FusedBatchNormV3"; -"1927 inception_v3/batch_normalization_64/ReadVariableOp/resource" -> "1928 inception_v3/batch_normalization_64/ReadVariableOp"; -"1928 inception_v3/batch_normalization_64/ReadVariableOp" -> "1933 inception_v3/batch_normalization_64/FusedBatchNormV3"; -"1929 inception_v3/batch_normalization_64/FusedBatchNormV3/ReadVariableOp/resource" -> "1930 inception_v3/batch_normalization_64/FusedBatchNormV3/ReadVariableOp"; -"1930 inception_v3/batch_normalization_64/FusedBatchNormV3/ReadVariableOp" -> "1933 inception_v3/batch_normalization_64/FusedBatchNormV3"; -"1931 inception_v3/batch_normalization_64/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1932 inception_v3/batch_normalization_64/FusedBatchNormV3/ReadVariableOp_1"; -"1932 inception_v3/batch_normalization_64/FusedBatchNormV3/ReadVariableOp_1" -> "1933 inception_v3/batch_normalization_64/FusedBatchNormV3"; -"1933 inception_v3/batch_normalization_64/FusedBatchNormV3" -> "1934 inception_v3/activation_64/Relu"; -"1934 inception_v3/activation_64/Relu" -> "1944 inception_v3/activation_64/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1935 inception_v3/activation_64/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1936 inception_v3/activation_64/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"1936 inception_v3/activation_64/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1937 inception_v3/activation_64/fake_quantize/AsymmQuant/Abs"; -"1937 inception_v3/activation_64/fake_quantize/AsymmQuant/Abs" -> "1939 inception_v3/activation_64/fake_quantize/AsymmQuant/add"; -"1938 inception_v3/activation_64/fake_quantize/AsymmQuant/add/y" -> "1939 inception_v3/activation_64/fake_quantize/AsymmQuant/add"; -"1939 inception_v3/activation_64/fake_quantize/AsymmQuant/add" -> "1942 inception_v3/activation_64/fake_quantize/AsymmQuant/add_1"; -"1940 inception_v3/activation_64/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1941 inception_v3/activation_64/fake_quantize/AsymmQuant/ReadVariableOp"; 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inception_v3/activation_65/fake_quantize/AsymmQuant/add"; -"1969 inception_v3/activation_65/fake_quantize/AsymmQuant/add/y" -> "1970 inception_v3/activation_65/fake_quantize/AsymmQuant/add"; -"1970 inception_v3/activation_65/fake_quantize/AsymmQuant/add" -> "1973 inception_v3/activation_65/fake_quantize/AsymmQuant/add_1"; -"1971 inception_v3/activation_65/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1972 inception_v3/activation_65/fake_quantize/AsymmQuant/ReadVariableOp"; -"1971 inception_v3/activation_65/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1974 inception_v3/activation_65/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1972 inception_v3/activation_65/fake_quantize/AsymmQuant/ReadVariableOp" -> "1973 inception_v3/activation_65/fake_quantize/AsymmQuant/add_1"; -"1973 inception_v3/activation_65/fake_quantize/AsymmQuant/add_1" -> "1975 inception_v3/activation_65/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1974 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inception_v3/batch_normalization_74/FusedBatchNormV3"; -"2324 inception_v3/batch_normalization_74/FusedBatchNormV3" -> "2333 inception_v3/activation_74/Relu"; -"2325 inception_v3/batch_normalization_70/scale" -> "2332 inception_v3/batch_normalization_70/FusedBatchNormV3"; -"2326 inception_v3/batch_normalization_70/ReadVariableOp/resource" -> "2327 inception_v3/batch_normalization_70/ReadVariableOp"; -"2327 inception_v3/batch_normalization_70/ReadVariableOp" -> "2332 inception_v3/batch_normalization_70/FusedBatchNormV3"; -"2328 inception_v3/batch_normalization_70/FusedBatchNormV3/ReadVariableOp/resource" -> "2329 inception_v3/batch_normalization_70/FusedBatchNormV3/ReadVariableOp"; -"2329 inception_v3/batch_normalization_70/FusedBatchNormV3/ReadVariableOp" -> "2332 inception_v3/batch_normalization_70/FusedBatchNormV3"; -"2330 inception_v3/batch_normalization_70/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2331 inception_v3/batch_normalization_70/FusedBatchNormV3/ReadVariableOp_1"; -"2331 inception_v3/batch_normalization_70/FusedBatchNormV3/ReadVariableOp_1" -> "2332 inception_v3/batch_normalization_70/FusedBatchNormV3"; -"2332 inception_v3/batch_normalization_70/FusedBatchNormV3" -> "2334 inception_v3/activation_70/Relu"; -"2333 inception_v3/activation_74/Relu" -> "2344 inception_v3/activation_74/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2334 inception_v3/activation_70/Relu" -> "2354 inception_v3/activation_70/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2335 inception_v3/activation_74/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "2336 inception_v3/activation_74/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"2336 inception_v3/activation_74/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "2337 inception_v3/activation_74/fake_quantize/AsymmQuant/Abs"; -"2337 inception_v3/activation_74/fake_quantize/AsymmQuant/Abs" -> "2339 inception_v3/activation_74/fake_quantize/AsymmQuant/add"; -"2338 inception_v3/activation_74/fake_quantize/AsymmQuant/add/y" -> "2339 inception_v3/activation_74/fake_quantize/AsymmQuant/add"; -"2339 inception_v3/activation_74/fake_quantize/AsymmQuant/add" -> "2342 inception_v3/activation_74/fake_quantize/AsymmQuant/add_1"; -"2340 inception_v3/activation_74/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2341 inception_v3/activation_74/fake_quantize/AsymmQuant/ReadVariableOp"; -"2340 inception_v3/activation_74/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2343 inception_v3/activation_74/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2341 inception_v3/activation_74/fake_quantize/AsymmQuant/ReadVariableOp" -> "2342 inception_v3/activation_74/fake_quantize/AsymmQuant/add_1"; -"2342 inception_v3/activation_74/fake_quantize/AsymmQuant/add_1" -> "2344 inception_v3/activation_74/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2343 inception_v3/activation_74/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2344 inception_v3/activation_74/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2344 inception_v3/activation_74/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "2366 inception_v3/conv2d_75/Conv2D"; -"2345 inception_v3/activation_70/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "2346 inception_v3/activation_70/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"2346 inception_v3/activation_70/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "2347 inception_v3/activation_70/fake_quantize/AsymmQuant/Abs"; -"2347 inception_v3/activation_70/fake_quantize/AsymmQuant/Abs" -> "2349 inception_v3/activation_70/fake_quantize/AsymmQuant/add"; -"2348 inception_v3/activation_70/fake_quantize/AsymmQuant/add/y" -> "2349 inception_v3/activation_70/fake_quantize/AsymmQuant/add"; -"2349 inception_v3/activation_70/fake_quantize/AsymmQuant/add" -> "2352 inception_v3/activation_70/fake_quantize/AsymmQuant/add_1"; -"2350 inception_v3/activation_70/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2351 inception_v3/activation_70/fake_quantize/AsymmQuant/ReadVariableOp"; -"2350 inception_v3/activation_70/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2353 inception_v3/activation_70/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2351 inception_v3/activation_70/fake_quantize/AsymmQuant/ReadVariableOp" -> "2352 inception_v3/activation_70/fake_quantize/AsymmQuant/add_1"; -"2352 inception_v3/activation_70/fake_quantize/AsymmQuant/add_1" -> "2354 inception_v3/activation_70/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2353 inception_v3/activation_70/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2354 inception_v3/activation_70/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2354 inception_v3/activation_70/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "2378 inception_v3/conv2d_71/Conv2D"; -"2355 inception_v3/conv2d_75/SymmQuant/Abs/ReadVariableOp/resource" -> "2356 inception_v3/conv2d_75/SymmQuant/Abs/ReadVariableOp"; -"2356 inception_v3/conv2d_75/SymmQuant/Abs/ReadVariableOp" -> "2357 inception_v3/conv2d_75/SymmQuant/Abs"; -"2357 inception_v3/conv2d_75/SymmQuant/Abs" -> "2359 inception_v3/conv2d_75/SymmQuant/add"; -"2358 inception_v3/conv2d_75/SymmQuant/add/y" -> "2359 inception_v3/conv2d_75/SymmQuant/add"; -"2359 inception_v3/conv2d_75/SymmQuant/add" -> "2362 inception_v3/conv2d_75/SymmQuant/mul"; -"2359 inception_v3/conv2d_75/SymmQuant/add" -> "2365 inception_v3/conv2d_75/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2360 inception_v3/conv2d_75/SymmQuant/mul/ReadVariableOp/resource" -> "2361 inception_v3/conv2d_75/SymmQuant/mul/ReadVariableOp"; -"2361 inception_v3/conv2d_75/SymmQuant/mul/ReadVariableOp" -> "2362 inception_v3/conv2d_75/SymmQuant/mul"; -"2362 inception_v3/conv2d_75/SymmQuant/mul" -> "2365 inception_v3/conv2d_75/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2363 inception_v3/conv2d_75/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "2364 inception_v3/conv2d_75/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"2364 inception_v3/conv2d_75/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "2365 inception_v3/conv2d_75/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2365 inception_v3/conv2d_75/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "2366 inception_v3/conv2d_75/Conv2D"; -"2366 inception_v3/conv2d_75/Conv2D" -> "2386 inception_v3/batch_normalization_75/FusedBatchNormV3"; -"2367 inception_v3/conv2d_71/SymmQuant/Abs/ReadVariableOp/resource" -> "2368 inception_v3/conv2d_71/SymmQuant/Abs/ReadVariableOp"; -"2368 inception_v3/conv2d_71/SymmQuant/Abs/ReadVariableOp" -> "2369 inception_v3/conv2d_71/SymmQuant/Abs"; -"2369 inception_v3/conv2d_71/SymmQuant/Abs" -> "2371 inception_v3/conv2d_71/SymmQuant/add"; -"2370 inception_v3/conv2d_71/SymmQuant/add/y" -> "2371 inception_v3/conv2d_71/SymmQuant/add"; -"2371 inception_v3/conv2d_71/SymmQuant/add" -> "2374 inception_v3/conv2d_71/SymmQuant/mul"; -"2371 inception_v3/conv2d_71/SymmQuant/add" -> "2377 inception_v3/conv2d_71/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2372 inception_v3/conv2d_71/SymmQuant/mul/ReadVariableOp/resource" -> "2373 inception_v3/conv2d_71/SymmQuant/mul/ReadVariableOp"; -"2373 inception_v3/conv2d_71/SymmQuant/mul/ReadVariableOp" -> "2374 inception_v3/conv2d_71/SymmQuant/mul"; -"2374 inception_v3/conv2d_71/SymmQuant/mul" -> "2377 inception_v3/conv2d_71/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2375 inception_v3/conv2d_71/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "2376 inception_v3/conv2d_71/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"2376 inception_v3/conv2d_71/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "2377 inception_v3/conv2d_71/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2377 inception_v3/conv2d_71/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "2378 inception_v3/conv2d_71/Conv2D"; -"2378 inception_v3/conv2d_71/Conv2D" -> "2394 inception_v3/batch_normalization_71/FusedBatchNormV3"; -"2379 inception_v3/batch_normalization_75/scale" -> "2386 inception_v3/batch_normalization_75/FusedBatchNormV3"; -"2380 inception_v3/batch_normalization_75/ReadVariableOp/resource" -> "2381 inception_v3/batch_normalization_75/ReadVariableOp"; -"2381 inception_v3/batch_normalization_75/ReadVariableOp" -> "2386 inception_v3/batch_normalization_75/FusedBatchNormV3"; -"2382 inception_v3/batch_normalization_75/FusedBatchNormV3/ReadVariableOp/resource" -> "2383 inception_v3/batch_normalization_75/FusedBatchNormV3/ReadVariableOp"; -"2383 inception_v3/batch_normalization_75/FusedBatchNormV3/ReadVariableOp" -> "2386 inception_v3/batch_normalization_75/FusedBatchNormV3"; -"2384 inception_v3/batch_normalization_75/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2385 inception_v3/batch_normalization_75/FusedBatchNormV3/ReadVariableOp_1"; -"2385 inception_v3/batch_normalization_75/FusedBatchNormV3/ReadVariableOp_1" -> "2386 inception_v3/batch_normalization_75/FusedBatchNormV3"; -"2386 inception_v3/batch_normalization_75/FusedBatchNormV3" -> "2395 inception_v3/activation_75/Relu"; -"2387 inception_v3/batch_normalization_71/scale" -> "2394 inception_v3/batch_normalization_71/FusedBatchNormV3"; -"2388 inception_v3/batch_normalization_71/ReadVariableOp/resource" -> "2389 inception_v3/batch_normalization_71/ReadVariableOp"; -"2389 inception_v3/batch_normalization_71/ReadVariableOp" -> "2394 inception_v3/batch_normalization_71/FusedBatchNormV3"; -"2390 inception_v3/batch_normalization_71/FusedBatchNormV3/ReadVariableOp/resource" -> "2391 inception_v3/batch_normalization_71/FusedBatchNormV3/ReadVariableOp"; -"2391 inception_v3/batch_normalization_71/FusedBatchNormV3/ReadVariableOp" -> "2394 inception_v3/batch_normalization_71/FusedBatchNormV3"; -"2392 inception_v3/batch_normalization_71/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2393 inception_v3/batch_normalization_71/FusedBatchNormV3/ReadVariableOp_1"; -"2393 inception_v3/batch_normalization_71/FusedBatchNormV3/ReadVariableOp_1" -> "2394 inception_v3/batch_normalization_71/FusedBatchNormV3"; -"2394 inception_v3/batch_normalization_71/FusedBatchNormV3" -> "2396 inception_v3/activation_71/Relu"; -"2395 inception_v3/activation_75/Relu" -> "2412 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_5/FakeQuantWithMinMaxVars"; -"2396 inception_v3/activation_71/Relu" -> "2404 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_4/FakeQuantWithMinMaxVars"; -"2397 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_4/Abs/ReadVariableOp" -> "2398 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_4/Abs"; -"2398 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_4/Abs" -> "2400 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_4/add"; -"2399 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_4/add/y" -> "2400 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_4/add"; -"2400 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_4/add" -> "2402 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_4/add_1"; -"2401 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_4/ReadVariableOp" -> "2402 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_4/add_1"; -"2402 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_4/add_1" -> "2404 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_4/FakeQuantWithMinMaxVars"; -"2403 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_4/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2404 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_4/FakeQuantWithMinMaxVars"; -"2404 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_4/FakeQuantWithMinMaxVars" -> "2415 inception_v3/mixed8/concat"; -"2405 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_5/Abs/ReadVariableOp" -> "2406 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_5/Abs"; -"2406 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_5/Abs" -> "2408 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_5/add"; -"2407 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_5/add/y" -> "2408 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_5/add"; -"2408 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_5/add" -> "2410 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_5/add_1"; -"2409 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_5/ReadVariableOp" -> "2410 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_5/add_1"; -"2410 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_5/add_1" -> "2412 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_5/FakeQuantWithMinMaxVars"; -"2411 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_5/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2412 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_5/FakeQuantWithMinMaxVars"; -"2412 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_5/FakeQuantWithMinMaxVars" -> "2415 inception_v3/mixed8/concat"; -"2413 inception_v3/max_pooling2d_3/MaxPool" -> "2415 inception_v3/mixed8/concat"; -"2414 inception_v3/mixed8/concat/axis" -> "2415 inception_v3/mixed8/concat"; -"2415 inception_v3/mixed8/concat" -> "2427 inception_v3/conv2d_80/Conv2D"; -"2415 inception_v3/mixed8/concat" -> "2470 inception_v3/conv2d_77/Conv2D"; -"2415 inception_v3/mixed8/concat" -> "2489 inception_v3/average_pooling2d_7/AvgPool"; -"2415 inception_v3/mixed8/concat" -> "2579 inception_v3/conv2d_76/Conv2D"; -"2416 inception_v3/conv2d_80/SymmQuant/Abs/ReadVariableOp/resource" -> "2417 inception_v3/conv2d_80/SymmQuant/Abs/ReadVariableOp"; -"2417 inception_v3/conv2d_80/SymmQuant/Abs/ReadVariableOp" -> "2418 inception_v3/conv2d_80/SymmQuant/Abs"; -"2418 inception_v3/conv2d_80/SymmQuant/Abs" -> "2420 inception_v3/conv2d_80/SymmQuant/add"; -"2419 inception_v3/conv2d_80/SymmQuant/add/y" -> "2420 inception_v3/conv2d_80/SymmQuant/add"; -"2420 inception_v3/conv2d_80/SymmQuant/add" -> "2423 inception_v3/conv2d_80/SymmQuant/mul"; -"2420 inception_v3/conv2d_80/SymmQuant/add" -> "2426 inception_v3/conv2d_80/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2421 inception_v3/conv2d_80/SymmQuant/mul/ReadVariableOp/resource" -> "2422 inception_v3/conv2d_80/SymmQuant/mul/ReadVariableOp"; -"2422 inception_v3/conv2d_80/SymmQuant/mul/ReadVariableOp" -> "2423 inception_v3/conv2d_80/SymmQuant/mul"; -"2423 inception_v3/conv2d_80/SymmQuant/mul" -> "2426 inception_v3/conv2d_80/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2424 inception_v3/conv2d_80/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "2425 inception_v3/conv2d_80/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"2425 inception_v3/conv2d_80/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "2426 inception_v3/conv2d_80/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2426 inception_v3/conv2d_80/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "2427 inception_v3/conv2d_80/Conv2D"; -"2427 inception_v3/conv2d_80/Conv2D" -> "2435 inception_v3/batch_normalization_80/FusedBatchNormV3"; -"2428 inception_v3/batch_normalization_80/scale" -> "2435 inception_v3/batch_normalization_80/FusedBatchNormV3"; -"2429 inception_v3/batch_normalization_80/ReadVariableOp/resource" -> "2430 inception_v3/batch_normalization_80/ReadVariableOp"; -"2430 inception_v3/batch_normalization_80/ReadVariableOp" -> "2435 inception_v3/batch_normalization_80/FusedBatchNormV3"; -"2431 inception_v3/batch_normalization_80/FusedBatchNormV3/ReadVariableOp/resource" -> "2432 inception_v3/batch_normalization_80/FusedBatchNormV3/ReadVariableOp"; -"2432 inception_v3/batch_normalization_80/FusedBatchNormV3/ReadVariableOp" -> "2435 inception_v3/batch_normalization_80/FusedBatchNormV3"; -"2433 inception_v3/batch_normalization_80/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2434 inception_v3/batch_normalization_80/FusedBatchNormV3/ReadVariableOp_1"; -"2434 inception_v3/batch_normalization_80/FusedBatchNormV3/ReadVariableOp_1" -> "2435 inception_v3/batch_normalization_80/FusedBatchNormV3"; -"2435 inception_v3/batch_normalization_80/FusedBatchNormV3" -> "2436 inception_v3/activation_80/Relu"; -"2436 inception_v3/activation_80/Relu" -> "2446 inception_v3/activation_80/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2437 inception_v3/activation_80/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "2438 inception_v3/activation_80/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"2438 inception_v3/activation_80/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "2439 inception_v3/activation_80/fake_quantize/AsymmQuant/Abs"; -"2439 inception_v3/activation_80/fake_quantize/AsymmQuant/Abs" -> "2441 inception_v3/activation_80/fake_quantize/AsymmQuant/add"; -"2440 inception_v3/activation_80/fake_quantize/AsymmQuant/add/y" -> "2441 inception_v3/activation_80/fake_quantize/AsymmQuant/add"; -"2441 inception_v3/activation_80/fake_quantize/AsymmQuant/add" -> "2444 inception_v3/activation_80/fake_quantize/AsymmQuant/add_1"; -"2442 inception_v3/activation_80/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2443 inception_v3/activation_80/fake_quantize/AsymmQuant/ReadVariableOp"; -"2442 inception_v3/activation_80/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2445 inception_v3/activation_80/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2443 inception_v3/activation_80/fake_quantize/AsymmQuant/ReadVariableOp" -> "2444 inception_v3/activation_80/fake_quantize/AsymmQuant/add_1"; -"2444 inception_v3/activation_80/fake_quantize/AsymmQuant/add_1" -> "2446 inception_v3/activation_80/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2445 inception_v3/activation_80/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2446 inception_v3/activation_80/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2446 inception_v3/activation_80/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "2458 inception_v3/conv2d_81/Conv2D"; -"2447 inception_v3/conv2d_81/SymmQuant/Abs/ReadVariableOp/resource" -> "2448 inception_v3/conv2d_81/SymmQuant/Abs/ReadVariableOp"; 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inception_v3/conv2d_78/SymmQuant/mul/ReadVariableOp" -> "2563 inception_v3/conv2d_78/SymmQuant/mul"; -"2563 inception_v3/conv2d_78/SymmQuant/mul" -> "2566 inception_v3/conv2d_78/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2564 inception_v3/conv2d_78/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "2565 inception_v3/conv2d_78/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"2565 inception_v3/conv2d_78/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "2566 inception_v3/conv2d_78/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2566 inception_v3/conv2d_78/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "2567 inception_v3/conv2d_78/Conv2D"; -"2567 inception_v3/conv2d_78/Conv2D" -> "2623 inception_v3/batch_normalization_78/FusedBatchNormV3"; -"2568 inception_v3/conv2d_76/SymmQuant/Abs/ReadVariableOp/resource" -> "2569 inception_v3/conv2d_76/SymmQuant/Abs/ReadVariableOp"; -"2569 inception_v3/conv2d_76/SymmQuant/Abs/ReadVariableOp" -> "2570 inception_v3/conv2d_76/SymmQuant/Abs"; -"2570 inception_v3/conv2d_76/SymmQuant/Abs" -> "2572 inception_v3/conv2d_76/SymmQuant/add"; -"2571 inception_v3/conv2d_76/SymmQuant/add/y" -> "2572 inception_v3/conv2d_76/SymmQuant/add"; -"2572 inception_v3/conv2d_76/SymmQuant/add" -> "2575 inception_v3/conv2d_76/SymmQuant/mul"; -"2572 inception_v3/conv2d_76/SymmQuant/add" -> "2578 inception_v3/conv2d_76/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2573 inception_v3/conv2d_76/SymmQuant/mul/ReadVariableOp/resource" -> "2574 inception_v3/conv2d_76/SymmQuant/mul/ReadVariableOp"; -"2574 inception_v3/conv2d_76/SymmQuant/mul/ReadVariableOp" -> "2575 inception_v3/conv2d_76/SymmQuant/mul"; -"2575 inception_v3/conv2d_76/SymmQuant/mul" -> "2578 inception_v3/conv2d_76/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2576 inception_v3/conv2d_76/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "2577 inception_v3/conv2d_76/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"2577 inception_v3/conv2d_76/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "2578 inception_v3/conv2d_76/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2578 inception_v3/conv2d_76/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "2579 inception_v3/conv2d_76/Conv2D"; -"2579 inception_v3/conv2d_76/Conv2D" -> "2631 inception_v3/batch_normalization_76/FusedBatchNormV3"; -"2580 inception_v3/conv2d_84/SymmQuant/Abs/ReadVariableOp/resource" -> "2581 inception_v3/conv2d_84/SymmQuant/Abs/ReadVariableOp"; -"2581 inception_v3/conv2d_84/SymmQuant/Abs/ReadVariableOp" -> "2582 inception_v3/conv2d_84/SymmQuant/Abs"; -"2582 inception_v3/conv2d_84/SymmQuant/Abs" -> "2584 inception_v3/conv2d_84/SymmQuant/add"; -"2583 inception_v3/conv2d_84/SymmQuant/add/y" -> "2584 inception_v3/conv2d_84/SymmQuant/add"; -"2584 inception_v3/conv2d_84/SymmQuant/add" -> "2587 inception_v3/conv2d_84/SymmQuant/mul"; -"2584 inception_v3/conv2d_84/SymmQuant/add" -> "2590 inception_v3/conv2d_84/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2585 inception_v3/conv2d_84/SymmQuant/mul/ReadVariableOp/resource" -> "2586 inception_v3/conv2d_84/SymmQuant/mul/ReadVariableOp"; -"2586 inception_v3/conv2d_84/SymmQuant/mul/ReadVariableOp" -> "2587 inception_v3/conv2d_84/SymmQuant/mul"; -"2587 inception_v3/conv2d_84/SymmQuant/mul" -> "2590 inception_v3/conv2d_84/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2588 inception_v3/conv2d_84/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "2589 inception_v3/conv2d_84/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"2589 inception_v3/conv2d_84/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "2590 inception_v3/conv2d_84/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2590 inception_v3/conv2d_84/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "2591 inception_v3/conv2d_84/Conv2D"; -"2591 inception_v3/conv2d_84/Conv2D" -> "2639 inception_v3/batch_normalization_84/FusedBatchNormV3"; -"2592 inception_v3/batch_normalization_83/scale" -> "2599 inception_v3/batch_normalization_83/FusedBatchNormV3"; -"2593 inception_v3/batch_normalization_83/ReadVariableOp/resource" -> "2594 inception_v3/batch_normalization_83/ReadVariableOp"; -"2594 inception_v3/batch_normalization_83/ReadVariableOp" -> "2599 inception_v3/batch_normalization_83/FusedBatchNormV3"; -"2595 inception_v3/batch_normalization_83/FusedBatchNormV3/ReadVariableOp/resource" -> "2596 inception_v3/batch_normalization_83/FusedBatchNormV3/ReadVariableOp"; -"2596 inception_v3/batch_normalization_83/FusedBatchNormV3/ReadVariableOp" -> "2599 inception_v3/batch_normalization_83/FusedBatchNormV3"; -"2597 inception_v3/batch_normalization_83/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2598 inception_v3/batch_normalization_83/FusedBatchNormV3/ReadVariableOp_1"; -"2598 inception_v3/batch_normalization_83/FusedBatchNormV3/ReadVariableOp_1" -> "2599 inception_v3/batch_normalization_83/FusedBatchNormV3"; -"2599 inception_v3/batch_normalization_83/FusedBatchNormV3" -> "2640 inception_v3/activation_83/Relu"; -"2600 inception_v3/batch_normalization_82/scale" -> "2607 inception_v3/batch_normalization_82/FusedBatchNormV3"; -"2601 inception_v3/batch_normalization_82/ReadVariableOp/resource" -> "2602 inception_v3/batch_normalization_82/ReadVariableOp"; -"2602 inception_v3/batch_normalization_82/ReadVariableOp" -> "2607 inception_v3/batch_normalization_82/FusedBatchNormV3"; -"2603 inception_v3/batch_normalization_82/FusedBatchNormV3/ReadVariableOp/resource" -> "2604 inception_v3/batch_normalization_82/FusedBatchNormV3/ReadVariableOp"; -"2604 inception_v3/batch_normalization_82/FusedBatchNormV3/ReadVariableOp" -> "2607 inception_v3/batch_normalization_82/FusedBatchNormV3"; -"2605 inception_v3/batch_normalization_82/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2606 inception_v3/batch_normalization_82/FusedBatchNormV3/ReadVariableOp_1"; -"2606 inception_v3/batch_normalization_82/FusedBatchNormV3/ReadVariableOp_1" -> "2607 inception_v3/batch_normalization_82/FusedBatchNormV3"; -"2607 inception_v3/batch_normalization_82/FusedBatchNormV3" -> "2641 inception_v3/activation_82/Relu"; -"2608 inception_v3/batch_normalization_79/scale" -> "2615 inception_v3/batch_normalization_79/FusedBatchNormV3"; -"2609 inception_v3/batch_normalization_79/ReadVariableOp/resource" -> "2610 inception_v3/batch_normalization_79/ReadVariableOp"; -"2610 inception_v3/batch_normalization_79/ReadVariableOp" -> "2615 inception_v3/batch_normalization_79/FusedBatchNormV3"; -"2611 inception_v3/batch_normalization_79/FusedBatchNormV3/ReadVariableOp/resource" -> "2612 inception_v3/batch_normalization_79/FusedBatchNormV3/ReadVariableOp"; -"2612 inception_v3/batch_normalization_79/FusedBatchNormV3/ReadVariableOp" -> "2615 inception_v3/batch_normalization_79/FusedBatchNormV3"; -"2613 inception_v3/batch_normalization_79/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2614 inception_v3/batch_normalization_79/FusedBatchNormV3/ReadVariableOp_1"; -"2614 inception_v3/batch_normalization_79/FusedBatchNormV3/ReadVariableOp_1" -> "2615 inception_v3/batch_normalization_79/FusedBatchNormV3"; -"2615 inception_v3/batch_normalization_79/FusedBatchNormV3" -> "2642 inception_v3/activation_79/Relu"; -"2616 inception_v3/batch_normalization_78/scale" -> "2623 inception_v3/batch_normalization_78/FusedBatchNormV3"; -"2617 inception_v3/batch_normalization_78/ReadVariableOp/resource" -> "2618 inception_v3/batch_normalization_78/ReadVariableOp"; -"2618 inception_v3/batch_normalization_78/ReadVariableOp" -> "2623 inception_v3/batch_normalization_78/FusedBatchNormV3"; -"2619 inception_v3/batch_normalization_78/FusedBatchNormV3/ReadVariableOp/resource" -> "2620 inception_v3/batch_normalization_78/FusedBatchNormV3/ReadVariableOp"; -"2620 inception_v3/batch_normalization_78/FusedBatchNormV3/ReadVariableOp" -> "2623 inception_v3/batch_normalization_78/FusedBatchNormV3"; -"2621 inception_v3/batch_normalization_78/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2622 inception_v3/batch_normalization_78/FusedBatchNormV3/ReadVariableOp_1"; -"2622 inception_v3/batch_normalization_78/FusedBatchNormV3/ReadVariableOp_1" -> "2623 inception_v3/batch_normalization_78/FusedBatchNormV3"; -"2623 inception_v3/batch_normalization_78/FusedBatchNormV3" -> "2643 inception_v3/activation_78/Relu"; -"2624 inception_v3/batch_normalization_76/scale" -> "2631 inception_v3/batch_normalization_76/FusedBatchNormV3"; -"2625 inception_v3/batch_normalization_76/ReadVariableOp/resource" -> "2626 inception_v3/batch_normalization_76/ReadVariableOp"; -"2626 inception_v3/batch_normalization_76/ReadVariableOp" -> "2631 inception_v3/batch_normalization_76/FusedBatchNormV3"; -"2627 inception_v3/batch_normalization_76/FusedBatchNormV3/ReadVariableOp/resource" -> "2628 inception_v3/batch_normalization_76/FusedBatchNormV3/ReadVariableOp"; -"2628 inception_v3/batch_normalization_76/FusedBatchNormV3/ReadVariableOp" -> "2631 inception_v3/batch_normalization_76/FusedBatchNormV3"; -"2629 inception_v3/batch_normalization_76/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2630 inception_v3/batch_normalization_76/FusedBatchNormV3/ReadVariableOp_1"; -"2630 inception_v3/batch_normalization_76/FusedBatchNormV3/ReadVariableOp_1" -> "2631 inception_v3/batch_normalization_76/FusedBatchNormV3"; -"2631 inception_v3/batch_normalization_76/FusedBatchNormV3" -> "2644 inception_v3/activation_76/Relu"; -"2632 inception_v3/batch_normalization_84/scale" -> "2639 inception_v3/batch_normalization_84/FusedBatchNormV3"; -"2633 inception_v3/batch_normalization_84/ReadVariableOp/resource" -> "2634 inception_v3/batch_normalization_84/ReadVariableOp"; -"2634 inception_v3/batch_normalization_84/ReadVariableOp" -> "2639 inception_v3/batch_normalization_84/FusedBatchNormV3"; -"2635 inception_v3/batch_normalization_84/FusedBatchNormV3/ReadVariableOp/resource" -> "2636 inception_v3/batch_normalization_84/FusedBatchNormV3/ReadVariableOp"; -"2636 inception_v3/batch_normalization_84/FusedBatchNormV3/ReadVariableOp" -> "2639 inception_v3/batch_normalization_84/FusedBatchNormV3"; -"2637 inception_v3/batch_normalization_84/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2638 inception_v3/batch_normalization_84/FusedBatchNormV3/ReadVariableOp_1"; -"2638 inception_v3/batch_normalization_84/FusedBatchNormV3/ReadVariableOp_1" -> "2639 inception_v3/batch_normalization_84/FusedBatchNormV3"; -"2639 inception_v3/batch_normalization_84/FusedBatchNormV3" -> "2655 inception_v3/activation_84/Relu"; -"2640 inception_v3/activation_83/Relu" -> "2671 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars"; -"2641 inception_v3/activation_82/Relu" -> "2663 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars"; -"2642 inception_v3/activation_79/Relu" -> "2687 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_4/FakeQuantWithMinMaxVars"; -"2643 inception_v3/activation_78/Relu" -> "2679 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars"; -"2644 inception_v3/activation_76/Relu" -> "2654 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars"; -"2645 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp/resource" -> "2646 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp"; -"2645 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp/resource" -> "2656 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_1/Abs/ReadVariableOp"; -"2645 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp/resource" -> "2664 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_2/Abs/ReadVariableOp"; -"2645 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp/resource" -> "2672 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_3/Abs/ReadVariableOp"; -"2645 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp/resource" -> "2680 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_4/Abs/ReadVariableOp"; -"2645 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp/resource" -> "2692 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_5/Abs/ReadVariableOp"; -"2646 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp" -> "2647 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/Abs"; -"2647 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/Abs" -> "2649 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/add"; -"2648 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/add/y" -> "2649 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/add"; -"2649 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/add" -> "2652 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/add_1"; -"2650 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "2651 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp"; -"2650 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "2653 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2650 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "2660 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_1/ReadVariableOp"; -"2650 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "2662 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2650 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "2668 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_2/ReadVariableOp"; -"2650 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "2670 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2650 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "2676 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_3/ReadVariableOp"; -"2650 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "2678 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2650 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "2684 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_4/ReadVariableOp"; -"2650 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "2686 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_4/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2650 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "2696 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_5/ReadVariableOp"; -"2650 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "2698 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_5/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2651 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp" -> "2652 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/add_1"; -"2652 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/add_1" -> "2654 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars"; -"2653 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2654 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars"; -"2654 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars" -> "2701 inception_v3/mixed9/concat"; -"2655 inception_v3/activation_84/Relu" -> "2699 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_5/FakeQuantWithMinMaxVars"; -"2656 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_1/Abs/ReadVariableOp" -> "2657 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_1/Abs"; -"2657 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_1/Abs" -> "2659 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_1/add"; -"2658 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_1/add/y" -> "2659 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_1/add"; -"2659 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_1/add" -> "2661 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_1/add_1"; -"2660 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_1/ReadVariableOp" -> "2661 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_1/add_1"; -"2661 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_1/add_1" -> "2663 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars"; -"2662 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2663 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars"; -"2663 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars" -> "2691 inception_v3/concatenate/concat"; -"2664 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_2/Abs/ReadVariableOp" -> "2665 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_2/Abs"; -"2665 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_2/Abs" -> "2667 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_2/add"; -"2666 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_2/add/y" -> "2667 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_2/add"; -"2667 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_2/add" -> "2669 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_2/add_1"; -"2668 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_2/ReadVariableOp" -> "2669 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_2/add_1"; -"2669 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_2/add_1" -> "2671 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars"; -"2670 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2671 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars"; -"2671 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars" -> "2691 inception_v3/concatenate/concat"; -"2672 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_3/Abs/ReadVariableOp" -> "2673 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_3/Abs"; -"2673 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_3/Abs" -> "2675 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_3/add"; -"2674 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_3/add/y" -> "2675 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_3/add"; -"2675 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_3/add" -> "2677 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_3/add_1"; -"2676 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_3/ReadVariableOp" -> "2677 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_3/add_1"; -"2677 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_3/add_1" -> "2679 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars"; -"2678 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2679 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars"; -"2679 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars" -> "2689 inception_v3/mixed9_0/concat"; -"2680 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_4/Abs/ReadVariableOp" -> "2681 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_4/Abs"; -"2681 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_4/Abs" -> "2683 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_4/add"; -"2682 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_4/add/y" -> "2683 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_4/add"; -"2683 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_4/add" -> "2685 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_4/add_1"; -"2684 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_4/ReadVariableOp" -> "2685 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_4/add_1"; -"2685 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_4/add_1" -> "2687 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_4/FakeQuantWithMinMaxVars"; -"2686 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_4/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2687 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_4/FakeQuantWithMinMaxVars"; -"2687 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_4/FakeQuantWithMinMaxVars" -> "2689 inception_v3/mixed9_0/concat"; -"2688 inception_v3/mixed9_0/concat/axis" -> "2689 inception_v3/mixed9_0/concat"; -"2689 inception_v3/mixed9_0/concat" -> "2701 inception_v3/mixed9/concat"; -"2690 inception_v3/concatenate/concat/axis" -> "2691 inception_v3/concatenate/concat"; -"2691 inception_v3/concatenate/concat" -> "2701 inception_v3/mixed9/concat"; -"2692 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_5/Abs/ReadVariableOp" -> "2693 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_5/Abs"; -"2693 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_5/Abs" -> "2695 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_5/add"; -"2694 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_5/add/y" -> "2695 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_5/add"; -"2695 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_5/add" -> "2697 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_5/add_1"; -"2696 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_5/ReadVariableOp" -> "2697 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_5/add_1"; -"2697 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_5/add_1" -> "2699 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_5/FakeQuantWithMinMaxVars"; -"2698 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_5/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2699 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_5/FakeQuantWithMinMaxVars"; -"2699 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_5/FakeQuantWithMinMaxVars" -> "2701 inception_v3/mixed9/concat"; -"2700 inception_v3/mixed9/concat/axis" -> "2701 inception_v3/mixed9/concat"; -"2701 inception_v3/mixed9/concat" -> "2713 inception_v3/conv2d_89/Conv2D"; -"2701 inception_v3/mixed9/concat" -> "2756 inception_v3/conv2d_86/Conv2D"; -"2701 inception_v3/mixed9/concat" -> "2775 inception_v3/average_pooling2d_8/AvgPool"; -"2701 inception_v3/mixed9/concat" -> "2909 inception_v3/conv2d_85/Conv2D"; -"2702 inception_v3/conv2d_89/SymmQuant/Abs/ReadVariableOp/resource" -> "2703 inception_v3/conv2d_89/SymmQuant/Abs/ReadVariableOp"; -"2703 inception_v3/conv2d_89/SymmQuant/Abs/ReadVariableOp" -> "2704 inception_v3/conv2d_89/SymmQuant/Abs"; -"2704 inception_v3/conv2d_89/SymmQuant/Abs" -> "2706 inception_v3/conv2d_89/SymmQuant/add"; -"2705 inception_v3/conv2d_89/SymmQuant/add/y" -> "2706 inception_v3/conv2d_89/SymmQuant/add"; -"2706 inception_v3/conv2d_89/SymmQuant/add" -> "2709 inception_v3/conv2d_89/SymmQuant/mul"; -"2706 inception_v3/conv2d_89/SymmQuant/add" -> "2712 inception_v3/conv2d_89/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2707 inception_v3/conv2d_89/SymmQuant/mul/ReadVariableOp/resource" -> "2708 inception_v3/conv2d_89/SymmQuant/mul/ReadVariableOp"; -"2708 inception_v3/conv2d_89/SymmQuant/mul/ReadVariableOp" -> "2709 inception_v3/conv2d_89/SymmQuant/mul"; -"2709 inception_v3/conv2d_89/SymmQuant/mul" -> "2712 inception_v3/conv2d_89/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2710 inception_v3/conv2d_89/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "2711 inception_v3/conv2d_89/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"2711 inception_v3/conv2d_89/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "2712 inception_v3/conv2d_89/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2712 inception_v3/conv2d_89/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "2713 inception_v3/conv2d_89/Conv2D"; -"2713 inception_v3/conv2d_89/Conv2D" -> "2721 inception_v3/batch_normalization_89/FusedBatchNormV3"; -"2714 inception_v3/batch_normalization_89/scale" -> "2721 inception_v3/batch_normalization_89/FusedBatchNormV3"; -"2715 inception_v3/batch_normalization_89/ReadVariableOp/resource" -> "2716 inception_v3/batch_normalization_89/ReadVariableOp"; -"2716 inception_v3/batch_normalization_89/ReadVariableOp" -> "2721 inception_v3/batch_normalization_89/FusedBatchNormV3"; -"2717 inception_v3/batch_normalization_89/FusedBatchNormV3/ReadVariableOp/resource" -> "2718 inception_v3/batch_normalization_89/FusedBatchNormV3/ReadVariableOp"; -"2718 inception_v3/batch_normalization_89/FusedBatchNormV3/ReadVariableOp" -> "2721 inception_v3/batch_normalization_89/FusedBatchNormV3"; -"2719 inception_v3/batch_normalization_89/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2720 inception_v3/batch_normalization_89/FusedBatchNormV3/ReadVariableOp_1"; -"2720 inception_v3/batch_normalization_89/FusedBatchNormV3/ReadVariableOp_1" -> "2721 inception_v3/batch_normalization_89/FusedBatchNormV3"; -"2721 inception_v3/batch_normalization_89/FusedBatchNormV3" -> "2722 inception_v3/activation_89/Relu"; -"2722 inception_v3/activation_89/Relu" -> "2732 inception_v3/activation_89/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2723 inception_v3/activation_89/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "2724 inception_v3/activation_89/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"2724 inception_v3/activation_89/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "2725 inception_v3/activation_89/fake_quantize/AsymmQuant/Abs"; -"2725 inception_v3/activation_89/fake_quantize/AsymmQuant/Abs" -> "2727 inception_v3/activation_89/fake_quantize/AsymmQuant/add"; -"2726 inception_v3/activation_89/fake_quantize/AsymmQuant/add/y" -> "2727 inception_v3/activation_89/fake_quantize/AsymmQuant/add"; -"2727 inception_v3/activation_89/fake_quantize/AsymmQuant/add" -> "2730 inception_v3/activation_89/fake_quantize/AsymmQuant/add_1"; -"2728 inception_v3/activation_89/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2729 inception_v3/activation_89/fake_quantize/AsymmQuant/ReadVariableOp"; -"2728 inception_v3/activation_89/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2731 inception_v3/activation_89/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2729 inception_v3/activation_89/fake_quantize/AsymmQuant/ReadVariableOp" -> "2730 inception_v3/activation_89/fake_quantize/AsymmQuant/add_1"; -"2730 inception_v3/activation_89/fake_quantize/AsymmQuant/add_1" -> "2732 inception_v3/activation_89/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2731 inception_v3/activation_89/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2732 inception_v3/activation_89/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2732 inception_v3/activation_89/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "2744 inception_v3/conv2d_90/Conv2D"; -"2733 inception_v3/conv2d_90/SymmQuant/Abs/ReadVariableOp/resource" -> "2734 inception_v3/conv2d_90/SymmQuant/Abs/ReadVariableOp"; -"2734 inception_v3/conv2d_90/SymmQuant/Abs/ReadVariableOp" -> "2735 inception_v3/conv2d_90/SymmQuant/Abs"; -"2735 inception_v3/conv2d_90/SymmQuant/Abs" -> "2737 inception_v3/conv2d_90/SymmQuant/add"; -"2736 inception_v3/conv2d_90/SymmQuant/add/y" -> "2737 inception_v3/conv2d_90/SymmQuant/add"; -"2737 inception_v3/conv2d_90/SymmQuant/add" -> "2740 inception_v3/conv2d_90/SymmQuant/mul"; -"2737 inception_v3/conv2d_90/SymmQuant/add" -> "2743 inception_v3/conv2d_90/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2738 inception_v3/conv2d_90/SymmQuant/mul/ReadVariableOp/resource" -> "2739 inception_v3/conv2d_90/SymmQuant/mul/ReadVariableOp"; -"2739 inception_v3/conv2d_90/SymmQuant/mul/ReadVariableOp" -> "2740 inception_v3/conv2d_90/SymmQuant/mul"; -"2740 inception_v3/conv2d_90/SymmQuant/mul" -> "2743 inception_v3/conv2d_90/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2741 inception_v3/conv2d_90/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "2742 inception_v3/conv2d_90/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"2742 inception_v3/conv2d_90/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "2743 inception_v3/conv2d_90/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2743 inception_v3/conv2d_90/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "2744 inception_v3/conv2d_90/Conv2D"; -"2744 inception_v3/conv2d_90/Conv2D" -> "2764 inception_v3/batch_normalization_90/FusedBatchNormV3"; -"2745 inception_v3/conv2d_86/SymmQuant/Abs/ReadVariableOp/resource" -> "2746 inception_v3/conv2d_86/SymmQuant/Abs/ReadVariableOp"; -"2746 inception_v3/conv2d_86/SymmQuant/Abs/ReadVariableOp" -> "2747 inception_v3/conv2d_86/SymmQuant/Abs"; -"2747 inception_v3/conv2d_86/SymmQuant/Abs" -> "2749 inception_v3/conv2d_86/SymmQuant/add"; -"2748 inception_v3/conv2d_86/SymmQuant/add/y" -> "2749 inception_v3/conv2d_86/SymmQuant/add"; -"2749 inception_v3/conv2d_86/SymmQuant/add" -> "2752 inception_v3/conv2d_86/SymmQuant/mul"; -"2749 inception_v3/conv2d_86/SymmQuant/add" -> "2755 inception_v3/conv2d_86/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2750 inception_v3/conv2d_86/SymmQuant/mul/ReadVariableOp/resource" -> "2751 inception_v3/conv2d_86/SymmQuant/mul/ReadVariableOp"; -"2751 inception_v3/conv2d_86/SymmQuant/mul/ReadVariableOp" -> "2752 inception_v3/conv2d_86/SymmQuant/mul"; -"2752 inception_v3/conv2d_86/SymmQuant/mul" -> "2755 inception_v3/conv2d_86/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2753 inception_v3/conv2d_86/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "2754 inception_v3/conv2d_86/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"2754 inception_v3/conv2d_86/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "2755 inception_v3/conv2d_86/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2755 inception_v3/conv2d_86/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "2756 inception_v3/conv2d_86/Conv2D"; -"2756 inception_v3/conv2d_86/Conv2D" -> "2772 inception_v3/batch_normalization_86/FusedBatchNormV3"; -"2757 inception_v3/batch_normalization_90/scale" -> "2764 inception_v3/batch_normalization_90/FusedBatchNormV3"; -"2758 inception_v3/batch_normalization_90/ReadVariableOp/resource" -> "2759 inception_v3/batch_normalization_90/ReadVariableOp"; -"2759 inception_v3/batch_normalization_90/ReadVariableOp" -> "2764 inception_v3/batch_normalization_90/FusedBatchNormV3"; -"2760 inception_v3/batch_normalization_90/FusedBatchNormV3/ReadVariableOp/resource" -> "2761 inception_v3/batch_normalization_90/FusedBatchNormV3/ReadVariableOp"; -"2761 inception_v3/batch_normalization_90/FusedBatchNormV3/ReadVariableOp" -> "2764 inception_v3/batch_normalization_90/FusedBatchNormV3"; -"2762 inception_v3/batch_normalization_90/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2763 inception_v3/batch_normalization_90/FusedBatchNormV3/ReadVariableOp_1"; -"2763 inception_v3/batch_normalization_90/FusedBatchNormV3/ReadVariableOp_1" -> "2764 inception_v3/batch_normalization_90/FusedBatchNormV3"; -"2764 inception_v3/batch_normalization_90/FusedBatchNormV3" -> "2773 inception_v3/activation_90/Relu"; -"2765 inception_v3/batch_normalization_86/scale" -> "2772 inception_v3/batch_normalization_86/FusedBatchNormV3"; -"2766 inception_v3/batch_normalization_86/ReadVariableOp/resource" -> "2767 inception_v3/batch_normalization_86/ReadVariableOp"; -"2767 inception_v3/batch_normalization_86/ReadVariableOp" -> "2772 inception_v3/batch_normalization_86/FusedBatchNormV3"; -"2768 inception_v3/batch_normalization_86/FusedBatchNormV3/ReadVariableOp/resource" -> "2769 inception_v3/batch_normalization_86/FusedBatchNormV3/ReadVariableOp"; -"2769 inception_v3/batch_normalization_86/FusedBatchNormV3/ReadVariableOp" -> "2772 inception_v3/batch_normalization_86/FusedBatchNormV3"; -"2770 inception_v3/batch_normalization_86/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2771 inception_v3/batch_normalization_86/FusedBatchNormV3/ReadVariableOp_1"; -"2771 inception_v3/batch_normalization_86/FusedBatchNormV3/ReadVariableOp_1" -> "2772 inception_v3/batch_normalization_86/FusedBatchNormV3"; -"2772 inception_v3/batch_normalization_86/FusedBatchNormV3" -> "2774 inception_v3/activation_86/Relu"; -"2773 inception_v3/activation_90/Relu" -> "2785 inception_v3/activation_90/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2774 inception_v3/activation_86/Relu" -> "2795 inception_v3/activation_86/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2775 inception_v3/average_pooling2d_8/AvgPool" -> "2805 inception_v3/average_pooling2d_8/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2776 inception_v3/activation_90/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "2777 inception_v3/activation_90/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"2777 inception_v3/activation_90/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "2778 inception_v3/activation_90/fake_quantize/AsymmQuant/Abs"; -"2778 inception_v3/activation_90/fake_quantize/AsymmQuant/Abs" -> "2780 inception_v3/activation_90/fake_quantize/AsymmQuant/add"; -"2779 inception_v3/activation_90/fake_quantize/AsymmQuant/add/y" -> "2780 inception_v3/activation_90/fake_quantize/AsymmQuant/add"; -"2780 inception_v3/activation_90/fake_quantize/AsymmQuant/add" -> "2783 inception_v3/activation_90/fake_quantize/AsymmQuant/add_1"; -"2781 inception_v3/activation_90/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2782 inception_v3/activation_90/fake_quantize/AsymmQuant/ReadVariableOp"; -"2781 inception_v3/activation_90/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2784 inception_v3/activation_90/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2782 inception_v3/activation_90/fake_quantize/AsymmQuant/ReadVariableOp" -> "2783 inception_v3/activation_90/fake_quantize/AsymmQuant/add_1"; -"2783 inception_v3/activation_90/fake_quantize/AsymmQuant/add_1" -> "2785 inception_v3/activation_90/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2784 inception_v3/activation_90/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2785 inception_v3/activation_90/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2785 inception_v3/activation_90/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "2817 inception_v3/conv2d_92/Conv2D"; -"2785 inception_v3/activation_90/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "2829 inception_v3/conv2d_91/Conv2D"; -"2786 inception_v3/activation_86/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "2787 inception_v3/activation_86/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"2787 inception_v3/activation_86/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "2788 inception_v3/activation_86/fake_quantize/AsymmQuant/Abs"; -"2788 inception_v3/activation_86/fake_quantize/AsymmQuant/Abs" -> "2790 inception_v3/activation_86/fake_quantize/AsymmQuant/add"; -"2789 inception_v3/activation_86/fake_quantize/AsymmQuant/add/y" -> "2790 inception_v3/activation_86/fake_quantize/AsymmQuant/add"; -"2790 inception_v3/activation_86/fake_quantize/AsymmQuant/add" -> "2793 inception_v3/activation_86/fake_quantize/AsymmQuant/add_1"; -"2791 inception_v3/activation_86/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2792 inception_v3/activation_86/fake_quantize/AsymmQuant/ReadVariableOp"; -"2791 inception_v3/activation_86/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2794 inception_v3/activation_86/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2792 inception_v3/activation_86/fake_quantize/AsymmQuant/ReadVariableOp" -> "2793 inception_v3/activation_86/fake_quantize/AsymmQuant/add_1"; -"2793 inception_v3/activation_86/fake_quantize/AsymmQuant/add_1" -> "2795 inception_v3/activation_86/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2794 inception_v3/activation_86/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2795 inception_v3/activation_86/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2795 inception_v3/activation_86/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "2841 inception_v3/conv2d_88/Conv2D"; -"2795 inception_v3/activation_86/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "2853 inception_v3/conv2d_87/Conv2D"; -"2796 inception_v3/average_pooling2d_8/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "2797 inception_v3/average_pooling2d_8/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"2797 inception_v3/average_pooling2d_8/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "2798 inception_v3/average_pooling2d_8/fake_quantize/AsymmQuant/Abs"; -"2798 inception_v3/average_pooling2d_8/fake_quantize/AsymmQuant/Abs" -> "2800 inception_v3/average_pooling2d_8/fake_quantize/AsymmQuant/add"; -"2799 inception_v3/average_pooling2d_8/fake_quantize/AsymmQuant/add/y" -> "2800 inception_v3/average_pooling2d_8/fake_quantize/AsymmQuant/add"; -"2800 inception_v3/average_pooling2d_8/fake_quantize/AsymmQuant/add" -> "2803 inception_v3/average_pooling2d_8/fake_quantize/AsymmQuant/add_1"; -"2801 inception_v3/average_pooling2d_8/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2802 inception_v3/average_pooling2d_8/fake_quantize/AsymmQuant/ReadVariableOp"; -"2801 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inception_v3/predictions/SymmQuant/add"; -"3014 inception_v3/predictions/SymmQuant/add" -> "3017 inception_v3/predictions/SymmQuant/mul"; -"3014 inception_v3/predictions/SymmQuant/add" -> "3020 inception_v3/predictions/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"3015 inception_v3/predictions/SymmQuant/mul/ReadVariableOp/resource" -> "3016 inception_v3/predictions/SymmQuant/mul/ReadVariableOp"; -"3016 inception_v3/predictions/SymmQuant/mul/ReadVariableOp" -> "3017 inception_v3/predictions/SymmQuant/mul"; -"3017 inception_v3/predictions/SymmQuant/mul" -> "3020 inception_v3/predictions/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"3018 inception_v3/predictions/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "3019 inception_v3/predictions/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"3019 inception_v3/predictions/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "3020 inception_v3/predictions/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"3020 inception_v3/predictions/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "3021 inception_v3/predictions/MatMul"; -"3021 inception_v3/predictions/MatMul" -> "3024 inception_v3/predictions/BiasAdd"; -"3022 inception_v3/predictions/BiasAdd/ReadVariableOp/resource" -> "3023 inception_v3/predictions/BiasAdd/ReadVariableOp"; -"3023 inception_v3/predictions/BiasAdd/ReadVariableOp" -> "3024 inception_v3/predictions/BiasAdd"; -"3024 inception_v3/predictions/BiasAdd" -> "3025 inception_v3/predictions/Softmax"; -"3025 inception_v3/predictions/Softmax" -> "3026 Identity"; -} diff --git a/tests/tensorflow/data/reference_graphs/2.8/quantized/hw/GPU/mobilenet_v2.pb b/tests/tensorflow/data/reference_graphs/2.8/quantized/hw/GPU/mobilenet_v2.pb deleted file mode 100644 index 0b6e1dc4806..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.8/quantized/hw/GPU/mobilenet_v2.pb +++ /dev/null @@ -1,3 +0,0 @@ -version 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inception_v3/conv2d_39/SymmQuant/mul/ReadVariableOp/resource" -> "1166 inception_v3/conv2d_39/SymmQuant/mul/ReadVariableOp"; -"1166 inception_v3/conv2d_39/SymmQuant/mul/ReadVariableOp" -> "1167 inception_v3/conv2d_39/SymmQuant/mul"; -"1167 inception_v3/conv2d_39/SymmQuant/mul" -> "1170 inception_v3/conv2d_39/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1168 inception_v3/conv2d_39/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1169 inception_v3/conv2d_39/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1169 inception_v3/conv2d_39/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1170 inception_v3/conv2d_39/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1170 inception_v3/conv2d_39/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1171 inception_v3/conv2d_39/Conv2D"; -"1171 inception_v3/conv2d_39/Conv2D" -> "1215 inception_v3/batch_normalization_39/FusedBatchNormV3"; -"1172 inception_v3/conv2d_38/SymmQuant/Abs/ReadVariableOp/resource" -> "1173 inception_v3/conv2d_38/SymmQuant/Abs/ReadVariableOp"; -"1173 inception_v3/conv2d_38/SymmQuant/Abs/ReadVariableOp" -> "1174 inception_v3/conv2d_38/SymmQuant/Abs"; -"1174 inception_v3/conv2d_38/SymmQuant/Abs" -> "1176 inception_v3/conv2d_38/SymmQuant/add"; -"1175 inception_v3/conv2d_38/SymmQuant/add/y" -> "1176 inception_v3/conv2d_38/SymmQuant/add"; -"1176 inception_v3/conv2d_38/SymmQuant/add" -> "1179 inception_v3/conv2d_38/SymmQuant/mul"; -"1176 inception_v3/conv2d_38/SymmQuant/add" -> "1182 inception_v3/conv2d_38/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1177 inception_v3/conv2d_38/SymmQuant/mul/ReadVariableOp/resource" -> "1178 inception_v3/conv2d_38/SymmQuant/mul/ReadVariableOp"; -"1178 inception_v3/conv2d_38/SymmQuant/mul/ReadVariableOp" -> "1179 inception_v3/conv2d_38/SymmQuant/mul"; -"1179 inception_v3/conv2d_38/SymmQuant/mul" -> "1182 inception_v3/conv2d_38/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1180 inception_v3/conv2d_38/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1181 inception_v3/conv2d_38/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1181 inception_v3/conv2d_38/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1182 inception_v3/conv2d_38/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1182 inception_v3/conv2d_38/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1183 inception_v3/conv2d_38/Conv2D"; -"1183 inception_v3/conv2d_38/Conv2D" -> "1223 inception_v3/batch_normalization_38/FusedBatchNormV3"; -"1184 inception_v3/conv2d_33/SymmQuant/Abs/ReadVariableOp/resource" -> "1185 inception_v3/conv2d_33/SymmQuant/Abs/ReadVariableOp"; -"1185 inception_v3/conv2d_33/SymmQuant/Abs/ReadVariableOp" -> "1186 inception_v3/conv2d_33/SymmQuant/Abs"; -"1186 inception_v3/conv2d_33/SymmQuant/Abs" -> "1188 inception_v3/conv2d_33/SymmQuant/add"; -"1187 inception_v3/conv2d_33/SymmQuant/add/y" -> "1188 inception_v3/conv2d_33/SymmQuant/add"; -"1188 inception_v3/conv2d_33/SymmQuant/add" -> "1191 inception_v3/conv2d_33/SymmQuant/mul"; -"1188 inception_v3/conv2d_33/SymmQuant/add" -> "1194 inception_v3/conv2d_33/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1189 inception_v3/conv2d_33/SymmQuant/mul/ReadVariableOp/resource" -> "1190 inception_v3/conv2d_33/SymmQuant/mul/ReadVariableOp"; -"1190 inception_v3/conv2d_33/SymmQuant/mul/ReadVariableOp" -> "1191 inception_v3/conv2d_33/SymmQuant/mul"; -"1191 inception_v3/conv2d_33/SymmQuant/mul" -> "1194 inception_v3/conv2d_33/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1192 inception_v3/conv2d_33/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1193 inception_v3/conv2d_33/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1193 inception_v3/conv2d_33/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1194 inception_v3/conv2d_33/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1194 inception_v3/conv2d_33/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1195 inception_v3/conv2d_33/Conv2D"; -"1195 inception_v3/conv2d_33/Conv2D" -> "1231 inception_v3/batch_normalization_33/FusedBatchNormV3"; -"1196 inception_v3/conv2d_30/SymmQuant/Abs/ReadVariableOp/resource" -> "1197 inception_v3/conv2d_30/SymmQuant/Abs/ReadVariableOp"; -"1197 inception_v3/conv2d_30/SymmQuant/Abs/ReadVariableOp" -> "1198 inception_v3/conv2d_30/SymmQuant/Abs"; -"1198 inception_v3/conv2d_30/SymmQuant/Abs" -> "1200 inception_v3/conv2d_30/SymmQuant/add"; -"1199 inception_v3/conv2d_30/SymmQuant/add/y" -> "1200 inception_v3/conv2d_30/SymmQuant/add"; -"1200 inception_v3/conv2d_30/SymmQuant/add" -> "1203 inception_v3/conv2d_30/SymmQuant/mul"; -"1200 inception_v3/conv2d_30/SymmQuant/add" -> "1206 inception_v3/conv2d_30/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1201 inception_v3/conv2d_30/SymmQuant/mul/ReadVariableOp/resource" -> "1202 inception_v3/conv2d_30/SymmQuant/mul/ReadVariableOp"; -"1202 inception_v3/conv2d_30/SymmQuant/mul/ReadVariableOp" -> "1203 inception_v3/conv2d_30/SymmQuant/mul"; -"1203 inception_v3/conv2d_30/SymmQuant/mul" -> "1206 inception_v3/conv2d_30/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1204 inception_v3/conv2d_30/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1205 inception_v3/conv2d_30/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1205 inception_v3/conv2d_30/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1206 inception_v3/conv2d_30/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1206 inception_v3/conv2d_30/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1207 inception_v3/conv2d_30/Conv2D"; -"1207 inception_v3/conv2d_30/Conv2D" -> "1239 inception_v3/batch_normalization_30/FusedBatchNormV3"; -"1208 inception_v3/batch_normalization_39/scale" -> "1215 inception_v3/batch_normalization_39/FusedBatchNormV3"; -"1209 inception_v3/batch_normalization_39/ReadVariableOp/resource" -> "1210 inception_v3/batch_normalization_39/ReadVariableOp"; -"1210 inception_v3/batch_normalization_39/ReadVariableOp" -> "1215 inception_v3/batch_normalization_39/FusedBatchNormV3"; -"1211 inception_v3/batch_normalization_39/FusedBatchNormV3/ReadVariableOp/resource" -> "1212 inception_v3/batch_normalization_39/FusedBatchNormV3/ReadVariableOp"; -"1212 inception_v3/batch_normalization_39/FusedBatchNormV3/ReadVariableOp" -> "1215 inception_v3/batch_normalization_39/FusedBatchNormV3"; -"1213 inception_v3/batch_normalization_39/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1214 inception_v3/batch_normalization_39/FusedBatchNormV3/ReadVariableOp_1"; -"1214 inception_v3/batch_normalization_39/FusedBatchNormV3/ReadVariableOp_1" -> "1215 inception_v3/batch_normalization_39/FusedBatchNormV3"; -"1215 inception_v3/batch_normalization_39/FusedBatchNormV3" -> "1240 inception_v3/activation_39/Relu"; -"1216 inception_v3/batch_normalization_38/scale" -> "1223 inception_v3/batch_normalization_38/FusedBatchNormV3"; -"1217 inception_v3/batch_normalization_38/ReadVariableOp/resource" -> "1218 inception_v3/batch_normalization_38/ReadVariableOp"; -"1218 inception_v3/batch_normalization_38/ReadVariableOp" -> "1223 inception_v3/batch_normalization_38/FusedBatchNormV3"; -"1219 inception_v3/batch_normalization_38/FusedBatchNormV3/ReadVariableOp/resource" -> "1220 inception_v3/batch_normalization_38/FusedBatchNormV3/ReadVariableOp"; -"1220 inception_v3/batch_normalization_38/FusedBatchNormV3/ReadVariableOp" -> "1223 inception_v3/batch_normalization_38/FusedBatchNormV3"; -"1221 inception_v3/batch_normalization_38/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1222 inception_v3/batch_normalization_38/FusedBatchNormV3/ReadVariableOp_1"; -"1222 inception_v3/batch_normalization_38/FusedBatchNormV3/ReadVariableOp_1" -> "1223 inception_v3/batch_normalization_38/FusedBatchNormV3"; -"1223 inception_v3/batch_normalization_38/FusedBatchNormV3" -> "1241 inception_v3/activation_38/Relu"; -"1224 inception_v3/batch_normalization_33/scale" -> "1231 inception_v3/batch_normalization_33/FusedBatchNormV3"; -"1225 inception_v3/batch_normalization_33/ReadVariableOp/resource" -> "1226 inception_v3/batch_normalization_33/ReadVariableOp"; -"1226 inception_v3/batch_normalization_33/ReadVariableOp" -> "1231 inception_v3/batch_normalization_33/FusedBatchNormV3"; -"1227 inception_v3/batch_normalization_33/FusedBatchNormV3/ReadVariableOp/resource" -> "1228 inception_v3/batch_normalization_33/FusedBatchNormV3/ReadVariableOp"; -"1228 inception_v3/batch_normalization_33/FusedBatchNormV3/ReadVariableOp" -> "1231 inception_v3/batch_normalization_33/FusedBatchNormV3"; -"1229 inception_v3/batch_normalization_33/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1230 inception_v3/batch_normalization_33/FusedBatchNormV3/ReadVariableOp_1"; -"1230 inception_v3/batch_normalization_33/FusedBatchNormV3/ReadVariableOp_1" -> "1231 inception_v3/batch_normalization_33/FusedBatchNormV3"; -"1231 inception_v3/batch_normalization_33/FusedBatchNormV3" -> "1242 inception_v3/activation_33/Relu"; -"1232 inception_v3/batch_normalization_30/scale" -> "1239 inception_v3/batch_normalization_30/FusedBatchNormV3"; -"1233 inception_v3/batch_normalization_30/ReadVariableOp/resource" -> "1234 inception_v3/batch_normalization_30/ReadVariableOp"; -"1234 inception_v3/batch_normalization_30/ReadVariableOp" -> "1239 inception_v3/batch_normalization_30/FusedBatchNormV3"; -"1235 inception_v3/batch_normalization_30/FusedBatchNormV3/ReadVariableOp/resource" -> "1236 inception_v3/batch_normalization_30/FusedBatchNormV3/ReadVariableOp"; -"1236 inception_v3/batch_normalization_30/FusedBatchNormV3/ReadVariableOp" -> "1239 inception_v3/batch_normalization_30/FusedBatchNormV3"; -"1237 inception_v3/batch_normalization_30/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1238 inception_v3/batch_normalization_30/FusedBatchNormV3/ReadVariableOp_1"; -"1238 inception_v3/batch_normalization_30/FusedBatchNormV3/ReadVariableOp_1" -> "1239 inception_v3/batch_normalization_30/FusedBatchNormV3"; -"1239 inception_v3/batch_normalization_30/FusedBatchNormV3" -> "1243 inception_v3/activation_30/Relu"; -"1240 inception_v3/activation_39/Relu" -> "1277 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars"; -"1241 inception_v3/activation_38/Relu" -> "1269 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars"; -"1242 inception_v3/activation_33/Relu" -> "1261 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars"; -"1243 inception_v3/activation_30/Relu" -> "1253 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars"; -"1244 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp/resource" -> "1245 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp"; -"1244 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp/resource" -> "1254 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/Abs/ReadVariableOp"; -"1244 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp/resource" -> "1262 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/Abs/ReadVariableOp"; -"1244 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp/resource" -> "1270 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/Abs/ReadVariableOp"; -"1245 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp" -> "1246 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/Abs"; -"1246 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/Abs" -> "1248 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/add"; -"1247 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/add/y" -> "1248 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/add"; -"1248 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/add" -> "1251 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/add_1"; -"1249 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "1250 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp"; -"1249 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "1252 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1249 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "1258 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/ReadVariableOp"; -"1249 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "1260 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1249 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "1266 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/ReadVariableOp"; -"1249 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "1268 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1249 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "1274 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/ReadVariableOp"; -"1249 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "1276 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1250 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp" -> "1251 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/add_1"; -"1251 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/add_1" -> "1253 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars"; -"1252 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1253 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars"; -"1253 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars" -> "1279 inception_v3/mixed4/concat"; -"1254 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/Abs/ReadVariableOp" -> "1255 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/Abs"; -"1255 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/Abs" -> "1257 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/add"; -"1256 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/add/y" -> "1257 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/add"; -"1257 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/add" -> "1259 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/add_1"; -"1258 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/ReadVariableOp" -> "1259 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/add_1"; -"1259 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/add_1" -> "1261 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars"; -"1260 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1261 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars"; -"1261 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars" -> "1279 inception_v3/mixed4/concat"; -"1262 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/Abs/ReadVariableOp" -> "1263 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/Abs"; -"1263 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/Abs" -> "1265 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/add"; -"1264 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/add/y" -> "1265 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/add"; -"1265 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/add" -> "1267 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/add_1"; -"1266 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/ReadVariableOp" -> "1267 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/add_1"; -"1267 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/add_1" -> "1269 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars"; -"1268 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1269 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars"; -"1269 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars" -> "1279 inception_v3/mixed4/concat"; -"1270 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/Abs/ReadVariableOp" -> "1271 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/Abs"; -"1271 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/Abs" -> "1273 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/add"; -"1272 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/add/y" -> "1273 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/add"; -"1273 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/add" -> "1275 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/add_1"; -"1274 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/ReadVariableOp" -> "1275 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/add_1"; -"1275 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/add_1" -> "1277 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars"; -"1276 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1277 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars"; -"1277 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars" -> "1279 inception_v3/mixed4/concat"; -"1278 inception_v3/mixed4/concat/axis" -> "1279 inception_v3/mixed4/concat"; -"1279 inception_v3/mixed4/concat" -> "1291 inception_v3/conv2d_44/Conv2D"; -"1279 inception_v3/mixed4/concat" -> "1365 inception_v3/conv2d_41/Conv2D"; -"1279 inception_v3/mixed4/concat" -> "1444 inception_v3/average_pooling2d_4/AvgPool"; -"1279 inception_v3/mixed4/concat" -> "1524 inception_v3/conv2d_40/Conv2D"; -"1280 inception_v3/conv2d_44/SymmQuant/Abs/ReadVariableOp/resource" -> "1281 inception_v3/conv2d_44/SymmQuant/Abs/ReadVariableOp"; -"1281 inception_v3/conv2d_44/SymmQuant/Abs/ReadVariableOp" -> "1282 inception_v3/conv2d_44/SymmQuant/Abs"; -"1282 inception_v3/conv2d_44/SymmQuant/Abs" -> "1284 inception_v3/conv2d_44/SymmQuant/add"; -"1283 inception_v3/conv2d_44/SymmQuant/add/y" -> "1284 inception_v3/conv2d_44/SymmQuant/add"; -"1284 inception_v3/conv2d_44/SymmQuant/add" -> "1287 inception_v3/conv2d_44/SymmQuant/mul"; -"1284 inception_v3/conv2d_44/SymmQuant/add" -> "1290 inception_v3/conv2d_44/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1285 inception_v3/conv2d_44/SymmQuant/mul/ReadVariableOp/resource" -> "1286 inception_v3/conv2d_44/SymmQuant/mul/ReadVariableOp"; -"1286 inception_v3/conv2d_44/SymmQuant/mul/ReadVariableOp" -> "1287 inception_v3/conv2d_44/SymmQuant/mul"; -"1287 inception_v3/conv2d_44/SymmQuant/mul" -> "1290 inception_v3/conv2d_44/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1288 inception_v3/conv2d_44/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1289 inception_v3/conv2d_44/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1289 inception_v3/conv2d_44/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1290 inception_v3/conv2d_44/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1290 inception_v3/conv2d_44/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1291 inception_v3/conv2d_44/Conv2D"; -"1291 inception_v3/conv2d_44/Conv2D" -> "1299 inception_v3/batch_normalization_44/FusedBatchNormV3"; -"1292 inception_v3/batch_normalization_44/scale" -> "1299 inception_v3/batch_normalization_44/FusedBatchNormV3"; -"1293 inception_v3/batch_normalization_44/ReadVariableOp/resource" -> "1294 inception_v3/batch_normalization_44/ReadVariableOp"; -"1294 inception_v3/batch_normalization_44/ReadVariableOp" -> "1299 inception_v3/batch_normalization_44/FusedBatchNormV3"; -"1295 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inception_v3/batch_normalization_48/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1539 inception_v3/batch_normalization_48/FusedBatchNormV3/ReadVariableOp_1"; -"1539 inception_v3/batch_normalization_48/FusedBatchNormV3/ReadVariableOp_1" -> "1540 inception_v3/batch_normalization_48/FusedBatchNormV3"; -"1540 inception_v3/batch_normalization_48/FusedBatchNormV3" -> "1558 inception_v3/activation_48/Relu"; -"1541 inception_v3/batch_normalization_43/scale" -> "1548 inception_v3/batch_normalization_43/FusedBatchNormV3"; -"1542 inception_v3/batch_normalization_43/ReadVariableOp/resource" -> "1543 inception_v3/batch_normalization_43/ReadVariableOp"; -"1543 inception_v3/batch_normalization_43/ReadVariableOp" -> "1548 inception_v3/batch_normalization_43/FusedBatchNormV3"; -"1544 inception_v3/batch_normalization_43/FusedBatchNormV3/ReadVariableOp/resource" -> "1545 inception_v3/batch_normalization_43/FusedBatchNormV3/ReadVariableOp"; -"1545 inception_v3/batch_normalization_43/FusedBatchNormV3/ReadVariableOp" -> "1548 inception_v3/batch_normalization_43/FusedBatchNormV3"; -"1546 inception_v3/batch_normalization_43/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1547 inception_v3/batch_normalization_43/FusedBatchNormV3/ReadVariableOp_1"; -"1547 inception_v3/batch_normalization_43/FusedBatchNormV3/ReadVariableOp_1" -> "1548 inception_v3/batch_normalization_43/FusedBatchNormV3"; -"1548 inception_v3/batch_normalization_43/FusedBatchNormV3" -> "1559 inception_v3/activation_43/Relu"; -"1549 inception_v3/batch_normalization_40/scale" -> "1556 inception_v3/batch_normalization_40/FusedBatchNormV3"; -"1550 inception_v3/batch_normalization_40/ReadVariableOp/resource" -> "1551 inception_v3/batch_normalization_40/ReadVariableOp"; -"1551 inception_v3/batch_normalization_40/ReadVariableOp" -> "1556 inception_v3/batch_normalization_40/FusedBatchNormV3"; -"1552 inception_v3/batch_normalization_40/FusedBatchNormV3/ReadVariableOp/resource" -> "1553 inception_v3/batch_normalization_40/FusedBatchNormV3/ReadVariableOp"; -"1553 inception_v3/batch_normalization_40/FusedBatchNormV3/ReadVariableOp" -> "1556 inception_v3/batch_normalization_40/FusedBatchNormV3"; -"1554 inception_v3/batch_normalization_40/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1555 inception_v3/batch_normalization_40/FusedBatchNormV3/ReadVariableOp_1"; -"1555 inception_v3/batch_normalization_40/FusedBatchNormV3/ReadVariableOp_1" -> "1556 inception_v3/batch_normalization_40/FusedBatchNormV3"; -"1556 inception_v3/batch_normalization_40/FusedBatchNormV3" -> "1560 inception_v3/activation_40/Relu"; -"1557 inception_v3/activation_49/Relu" -> "1594 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars"; -"1558 inception_v3/activation_48/Relu" -> "1586 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars"; -"1559 inception_v3/activation_43/Relu" -> "1578 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars"; -"1560 inception_v3/activation_40/Relu" -> "1570 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars"; -"1561 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp/resource" -> "1562 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp"; -"1561 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp/resource" -> "1571 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_1/Abs/ReadVariableOp"; -"1561 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp/resource" -> "1579 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_2/Abs/ReadVariableOp"; -"1561 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp/resource" -> "1587 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_3/Abs/ReadVariableOp"; -"1562 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp" -> "1563 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/Abs"; -"1563 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/Abs" -> "1565 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/add"; -"1564 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/add/y" -> "1565 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/add"; -"1565 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/add" -> "1568 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/add_1"; -"1566 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "1567 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp"; -"1566 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "1569 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1566 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "1575 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_1/ReadVariableOp"; -"1566 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "1577 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1566 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "1583 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_2/ReadVariableOp"; -"1566 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "1585 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1566 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "1591 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_3/ReadVariableOp"; -"1566 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "1593 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1567 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp" -> "1568 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/add_1"; -"1568 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/add_1" -> "1570 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars"; -"1569 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1570 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars"; -"1570 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars" -> "1596 inception_v3/mixed5/concat"; -"1571 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_1/Abs/ReadVariableOp" -> "1572 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_1/Abs"; -"1572 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_1/Abs" -> "1574 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_1/add"; -"1573 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_1/add/y" -> "1574 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_1/add"; -"1574 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_1/add" -> "1576 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_1/add_1"; -"1575 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_1/ReadVariableOp" -> "1576 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_1/add_1"; -"1576 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_1/add_1" -> "1578 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars"; -"1577 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1578 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars"; -"1578 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars" -> "1596 inception_v3/mixed5/concat"; -"1579 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_2/Abs/ReadVariableOp" -> "1580 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_2/Abs"; -"1580 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_2/Abs" -> "1582 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_2/add"; -"1581 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_2/add/y" -> "1582 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_2/add"; -"1582 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_2/add" -> "1584 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_2/add_1"; -"1583 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_2/ReadVariableOp" -> "1584 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_2/add_1"; -"1584 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_2/add_1" -> "1586 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars"; -"1585 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1586 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars"; -"1586 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars" -> "1596 inception_v3/mixed5/concat"; -"1587 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_3/Abs/ReadVariableOp" -> "1588 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_3/Abs"; -"1588 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_3/Abs" -> "1590 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_3/add"; -"1589 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_3/add/y" -> "1590 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_3/add"; -"1590 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_3/add" -> "1592 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_3/add_1"; -"1591 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_3/ReadVariableOp" -> "1592 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_3/add_1"; -"1592 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_3/add_1" -> "1594 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars"; -"1593 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1594 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars"; -"1594 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars" -> "1596 inception_v3/mixed5/concat"; -"1595 inception_v3/mixed5/concat/axis" -> "1596 inception_v3/mixed5/concat"; -"1596 inception_v3/mixed5/concat" -> "1608 inception_v3/conv2d_54/Conv2D"; -"1596 inception_v3/mixed5/concat" -> "1682 inception_v3/conv2d_51/Conv2D"; -"1596 inception_v3/mixed5/concat" -> "1761 inception_v3/average_pooling2d_5/AvgPool"; -"1596 inception_v3/mixed5/concat" -> "1841 inception_v3/conv2d_50/Conv2D"; -"1597 inception_v3/conv2d_54/SymmQuant/Abs/ReadVariableOp/resource" -> "1598 inception_v3/conv2d_54/SymmQuant/Abs/ReadVariableOp"; -"1598 inception_v3/conv2d_54/SymmQuant/Abs/ReadVariableOp" -> "1599 inception_v3/conv2d_54/SymmQuant/Abs"; -"1599 inception_v3/conv2d_54/SymmQuant/Abs" -> "1601 inception_v3/conv2d_54/SymmQuant/add"; -"1600 inception_v3/conv2d_54/SymmQuant/add/y" -> "1601 inception_v3/conv2d_54/SymmQuant/add"; -"1601 inception_v3/conv2d_54/SymmQuant/add" -> "1604 inception_v3/conv2d_54/SymmQuant/mul"; -"1601 inception_v3/conv2d_54/SymmQuant/add" -> "1607 inception_v3/conv2d_54/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1602 inception_v3/conv2d_54/SymmQuant/mul/ReadVariableOp/resource" -> "1603 inception_v3/conv2d_54/SymmQuant/mul/ReadVariableOp"; -"1603 inception_v3/conv2d_54/SymmQuant/mul/ReadVariableOp" -> "1604 inception_v3/conv2d_54/SymmQuant/mul"; -"1604 inception_v3/conv2d_54/SymmQuant/mul" -> "1607 inception_v3/conv2d_54/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1605 inception_v3/conv2d_54/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1606 inception_v3/conv2d_54/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1606 inception_v3/conv2d_54/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1607 inception_v3/conv2d_54/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1607 inception_v3/conv2d_54/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1608 inception_v3/conv2d_54/Conv2D"; -"1608 inception_v3/conv2d_54/Conv2D" -> "1616 inception_v3/batch_normalization_54/FusedBatchNormV3"; -"1609 inception_v3/batch_normalization_54/scale" -> "1616 inception_v3/batch_normalization_54/FusedBatchNormV3"; -"1610 inception_v3/batch_normalization_54/ReadVariableOp/resource" -> "1611 inception_v3/batch_normalization_54/ReadVariableOp"; -"1611 inception_v3/batch_normalization_54/ReadVariableOp" -> "1616 inception_v3/batch_normalization_54/FusedBatchNormV3"; -"1612 inception_v3/batch_normalization_54/FusedBatchNormV3/ReadVariableOp/resource" -> "1613 inception_v3/batch_normalization_54/FusedBatchNormV3/ReadVariableOp"; -"1613 inception_v3/batch_normalization_54/FusedBatchNormV3/ReadVariableOp" -> "1616 inception_v3/batch_normalization_54/FusedBatchNormV3"; -"1614 inception_v3/batch_normalization_54/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1615 inception_v3/batch_normalization_54/FusedBatchNormV3/ReadVariableOp_1"; -"1615 inception_v3/batch_normalization_54/FusedBatchNormV3/ReadVariableOp_1" -> "1616 inception_v3/batch_normalization_54/FusedBatchNormV3"; -"1616 inception_v3/batch_normalization_54/FusedBatchNormV3" -> "1617 inception_v3/activation_54/Relu"; -"1617 inception_v3/activation_54/Relu" -> "1627 inception_v3/activation_54/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1618 inception_v3/activation_54/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1619 inception_v3/activation_54/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"1619 inception_v3/activation_54/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1620 inception_v3/activation_54/fake_quantize/AsymmQuant/Abs"; -"1620 inception_v3/activation_54/fake_quantize/AsymmQuant/Abs" -> "1622 inception_v3/activation_54/fake_quantize/AsymmQuant/add"; -"1621 inception_v3/activation_54/fake_quantize/AsymmQuant/add/y" -> "1622 inception_v3/activation_54/fake_quantize/AsymmQuant/add"; -"1622 inception_v3/activation_54/fake_quantize/AsymmQuant/add" -> "1625 inception_v3/activation_54/fake_quantize/AsymmQuant/add_1"; -"1623 inception_v3/activation_54/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1624 inception_v3/activation_54/fake_quantize/AsymmQuant/ReadVariableOp"; -"1623 inception_v3/activation_54/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1626 inception_v3/activation_54/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1624 inception_v3/activation_54/fake_quantize/AsymmQuant/ReadVariableOp" -> "1625 inception_v3/activation_54/fake_quantize/AsymmQuant/add_1"; -"1625 inception_v3/activation_54/fake_quantize/AsymmQuant/add_1" -> "1627 inception_v3/activation_54/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1626 inception_v3/activation_54/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1627 inception_v3/activation_54/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1627 inception_v3/activation_54/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1639 inception_v3/conv2d_55/Conv2D"; -"1628 inception_v3/conv2d_55/SymmQuant/Abs/ReadVariableOp/resource" -> "1629 inception_v3/conv2d_55/SymmQuant/Abs/ReadVariableOp"; -"1629 inception_v3/conv2d_55/SymmQuant/Abs/ReadVariableOp" -> "1630 inception_v3/conv2d_55/SymmQuant/Abs"; -"1630 inception_v3/conv2d_55/SymmQuant/Abs" -> "1632 inception_v3/conv2d_55/SymmQuant/add"; -"1631 inception_v3/conv2d_55/SymmQuant/add/y" -> "1632 inception_v3/conv2d_55/SymmQuant/add"; -"1632 inception_v3/conv2d_55/SymmQuant/add" -> "1635 inception_v3/conv2d_55/SymmQuant/mul"; -"1632 inception_v3/conv2d_55/SymmQuant/add" -> "1638 inception_v3/conv2d_55/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1633 inception_v3/conv2d_55/SymmQuant/mul/ReadVariableOp/resource" -> "1634 inception_v3/conv2d_55/SymmQuant/mul/ReadVariableOp"; -"1634 inception_v3/conv2d_55/SymmQuant/mul/ReadVariableOp" -> "1635 inception_v3/conv2d_55/SymmQuant/mul"; -"1635 inception_v3/conv2d_55/SymmQuant/mul" -> "1638 inception_v3/conv2d_55/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1636 inception_v3/conv2d_55/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1637 inception_v3/conv2d_55/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1637 inception_v3/conv2d_55/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1638 inception_v3/conv2d_55/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1638 inception_v3/conv2d_55/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1639 inception_v3/conv2d_55/Conv2D"; -"1639 inception_v3/conv2d_55/Conv2D" -> "1647 inception_v3/batch_normalization_55/FusedBatchNormV3"; -"1640 inception_v3/batch_normalization_55/scale" -> "1647 inception_v3/batch_normalization_55/FusedBatchNormV3"; -"1641 inception_v3/batch_normalization_55/ReadVariableOp/resource" -> "1642 inception_v3/batch_normalization_55/ReadVariableOp"; -"1642 inception_v3/batch_normalization_55/ReadVariableOp" -> "1647 inception_v3/batch_normalization_55/FusedBatchNormV3"; -"1643 inception_v3/batch_normalization_55/FusedBatchNormV3/ReadVariableOp/resource" -> "1644 inception_v3/batch_normalization_55/FusedBatchNormV3/ReadVariableOp"; -"1644 inception_v3/batch_normalization_55/FusedBatchNormV3/ReadVariableOp" -> "1647 inception_v3/batch_normalization_55/FusedBatchNormV3"; -"1645 inception_v3/batch_normalization_55/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1646 inception_v3/batch_normalization_55/FusedBatchNormV3/ReadVariableOp_1"; -"1646 inception_v3/batch_normalization_55/FusedBatchNormV3/ReadVariableOp_1" -> "1647 inception_v3/batch_normalization_55/FusedBatchNormV3"; -"1647 inception_v3/batch_normalization_55/FusedBatchNormV3" -> "1648 inception_v3/activation_55/Relu"; -"1648 inception_v3/activation_55/Relu" -> "1658 inception_v3/activation_55/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1649 inception_v3/activation_55/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1650 inception_v3/activation_55/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"1650 inception_v3/activation_55/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1651 inception_v3/activation_55/fake_quantize/AsymmQuant/Abs"; -"1651 inception_v3/activation_55/fake_quantize/AsymmQuant/Abs" -> "1653 inception_v3/activation_55/fake_quantize/AsymmQuant/add"; -"1652 inception_v3/activation_55/fake_quantize/AsymmQuant/add/y" -> "1653 inception_v3/activation_55/fake_quantize/AsymmQuant/add"; -"1653 inception_v3/activation_55/fake_quantize/AsymmQuant/add" -> "1656 inception_v3/activation_55/fake_quantize/AsymmQuant/add_1"; -"1654 inception_v3/activation_55/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1655 inception_v3/activation_55/fake_quantize/AsymmQuant/ReadVariableOp"; -"1654 inception_v3/activation_55/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1657 inception_v3/activation_55/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1655 inception_v3/activation_55/fake_quantize/AsymmQuant/ReadVariableOp" -> "1656 inception_v3/activation_55/fake_quantize/AsymmQuant/add_1"; -"1656 inception_v3/activation_55/fake_quantize/AsymmQuant/add_1" -> "1658 inception_v3/activation_55/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1657 inception_v3/activation_55/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1658 inception_v3/activation_55/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1658 inception_v3/activation_55/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1670 inception_v3/conv2d_56/Conv2D"; -"1659 inception_v3/conv2d_56/SymmQuant/Abs/ReadVariableOp/resource" -> "1660 inception_v3/conv2d_56/SymmQuant/Abs/ReadVariableOp"; -"1660 inception_v3/conv2d_56/SymmQuant/Abs/ReadVariableOp" -> "1661 inception_v3/conv2d_56/SymmQuant/Abs"; -"1661 inception_v3/conv2d_56/SymmQuant/Abs" -> "1663 inception_v3/conv2d_56/SymmQuant/add"; -"1662 inception_v3/conv2d_56/SymmQuant/add/y" -> "1663 inception_v3/conv2d_56/SymmQuant/add"; -"1663 inception_v3/conv2d_56/SymmQuant/add" -> "1666 inception_v3/conv2d_56/SymmQuant/mul"; -"1663 inception_v3/conv2d_56/SymmQuant/add" -> "1669 inception_v3/conv2d_56/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1664 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inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_1/add_1"; -"1892 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_1/ReadVariableOp" -> "1893 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_1/add_1"; -"1893 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_1/add_1" -> "1895 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars"; -"1894 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1895 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars"; -"1895 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars" -> "1913 inception_v3/mixed6/concat"; -"1896 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_2/Abs/ReadVariableOp" -> "1897 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_2/Abs"; -"1897 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_2/Abs" -> "1899 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_2/add"; -"1898 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_2/add/y" -> "1899 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_2/add"; -"1899 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_2/add" -> "1901 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_2/add_1"; -"1900 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_2/ReadVariableOp" -> "1901 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_2/add_1"; -"1901 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_2/add_1" -> "1903 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars"; -"1902 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1903 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars"; -"1903 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars" -> "1913 inception_v3/mixed6/concat"; -"1904 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_3/Abs/ReadVariableOp" -> "1905 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_3/Abs"; -"1905 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_3/Abs" -> "1907 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_3/add"; -"1906 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_3/add/y" -> "1907 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_3/add"; -"1907 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_3/add" -> "1909 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_3/add_1"; -"1908 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_3/ReadVariableOp" -> "1909 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_3/add_1"; -"1909 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_3/add_1" -> "1911 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars"; -"1910 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1911 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars"; -"1911 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars" -> "1913 inception_v3/mixed6/concat"; -"1912 inception_v3/mixed6/concat/axis" -> "1913 inception_v3/mixed6/concat"; -"1913 inception_v3/mixed6/concat" -> "1925 inception_v3/conv2d_64/Conv2D"; -"1913 inception_v3/mixed6/concat" -> "1999 inception_v3/conv2d_61/Conv2D"; -"1913 inception_v3/mixed6/concat" -> "2078 inception_v3/average_pooling2d_6/AvgPool"; -"1913 inception_v3/mixed6/concat" -> "2158 inception_v3/conv2d_60/Conv2D"; -"1914 inception_v3/conv2d_64/SymmQuant/Abs/ReadVariableOp/resource" -> "1915 inception_v3/conv2d_64/SymmQuant/Abs/ReadVariableOp"; -"1915 inception_v3/conv2d_64/SymmQuant/Abs/ReadVariableOp" -> "1916 inception_v3/conv2d_64/SymmQuant/Abs"; -"1916 inception_v3/conv2d_64/SymmQuant/Abs" -> "1918 inception_v3/conv2d_64/SymmQuant/add"; -"1917 inception_v3/conv2d_64/SymmQuant/add/y" -> "1918 inception_v3/conv2d_64/SymmQuant/add"; -"1918 inception_v3/conv2d_64/SymmQuant/add" -> "1921 inception_v3/conv2d_64/SymmQuant/mul"; -"1918 inception_v3/conv2d_64/SymmQuant/add" -> "1924 inception_v3/conv2d_64/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1919 inception_v3/conv2d_64/SymmQuant/mul/ReadVariableOp/resource" -> "1920 inception_v3/conv2d_64/SymmQuant/mul/ReadVariableOp"; -"1920 inception_v3/conv2d_64/SymmQuant/mul/ReadVariableOp" -> "1921 inception_v3/conv2d_64/SymmQuant/mul"; -"1921 inception_v3/conv2d_64/SymmQuant/mul" -> "1924 inception_v3/conv2d_64/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1922 inception_v3/conv2d_64/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1923 inception_v3/conv2d_64/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1923 inception_v3/conv2d_64/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1924 inception_v3/conv2d_64/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1924 inception_v3/conv2d_64/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1925 inception_v3/conv2d_64/Conv2D"; -"1925 inception_v3/conv2d_64/Conv2D" -> "1933 inception_v3/batch_normalization_64/FusedBatchNormV3"; -"1926 inception_v3/batch_normalization_64/scale" -> "1933 inception_v3/batch_normalization_64/FusedBatchNormV3"; -"1927 inception_v3/batch_normalization_64/ReadVariableOp/resource" -> "1928 inception_v3/batch_normalization_64/ReadVariableOp"; -"1928 inception_v3/batch_normalization_64/ReadVariableOp" -> "1933 inception_v3/batch_normalization_64/FusedBatchNormV3"; -"1929 inception_v3/batch_normalization_64/FusedBatchNormV3/ReadVariableOp/resource" -> "1930 inception_v3/batch_normalization_64/FusedBatchNormV3/ReadVariableOp"; -"1930 inception_v3/batch_normalization_64/FusedBatchNormV3/ReadVariableOp" -> "1933 inception_v3/batch_normalization_64/FusedBatchNormV3"; -"1931 inception_v3/batch_normalization_64/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1932 inception_v3/batch_normalization_64/FusedBatchNormV3/ReadVariableOp_1"; -"1932 inception_v3/batch_normalization_64/FusedBatchNormV3/ReadVariableOp_1" -> "1933 inception_v3/batch_normalization_64/FusedBatchNormV3"; -"1933 inception_v3/batch_normalization_64/FusedBatchNormV3" -> "1934 inception_v3/activation_64/Relu"; -"1934 inception_v3/activation_64/Relu" -> "1944 inception_v3/activation_64/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1935 inception_v3/activation_64/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1936 inception_v3/activation_64/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"1936 inception_v3/activation_64/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1937 inception_v3/activation_64/fake_quantize/AsymmQuant/Abs"; -"1937 inception_v3/activation_64/fake_quantize/AsymmQuant/Abs" -> "1939 inception_v3/activation_64/fake_quantize/AsymmQuant/add"; -"1938 inception_v3/activation_64/fake_quantize/AsymmQuant/add/y" -> "1939 inception_v3/activation_64/fake_quantize/AsymmQuant/add"; -"1939 inception_v3/activation_64/fake_quantize/AsymmQuant/add" -> "1942 inception_v3/activation_64/fake_quantize/AsymmQuant/add_1"; -"1940 inception_v3/activation_64/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1941 inception_v3/activation_64/fake_quantize/AsymmQuant/ReadVariableOp"; -"1940 inception_v3/activation_64/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1943 inception_v3/activation_64/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1941 inception_v3/activation_64/fake_quantize/AsymmQuant/ReadVariableOp" -> "1942 inception_v3/activation_64/fake_quantize/AsymmQuant/add_1"; -"1942 inception_v3/activation_64/fake_quantize/AsymmQuant/add_1" -> "1944 inception_v3/activation_64/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1943 inception_v3/activation_64/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1944 inception_v3/activation_64/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1944 inception_v3/activation_64/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1956 inception_v3/conv2d_65/Conv2D"; -"1945 inception_v3/conv2d_65/SymmQuant/Abs/ReadVariableOp/resource" -> "1946 inception_v3/conv2d_65/SymmQuant/Abs/ReadVariableOp"; -"1946 inception_v3/conv2d_65/SymmQuant/Abs/ReadVariableOp" -> "1947 inception_v3/conv2d_65/SymmQuant/Abs"; -"1947 inception_v3/conv2d_65/SymmQuant/Abs" -> "1949 inception_v3/conv2d_65/SymmQuant/add"; -"1948 inception_v3/conv2d_65/SymmQuant/add/y" -> "1949 inception_v3/conv2d_65/SymmQuant/add"; -"1949 inception_v3/conv2d_65/SymmQuant/add" -> "1952 inception_v3/conv2d_65/SymmQuant/mul"; -"1949 inception_v3/conv2d_65/SymmQuant/add" -> "1955 inception_v3/conv2d_65/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1950 inception_v3/conv2d_65/SymmQuant/mul/ReadVariableOp/resource" -> "1951 inception_v3/conv2d_65/SymmQuant/mul/ReadVariableOp"; -"1951 inception_v3/conv2d_65/SymmQuant/mul/ReadVariableOp" -> "1952 inception_v3/conv2d_65/SymmQuant/mul"; -"1952 inception_v3/conv2d_65/SymmQuant/mul" -> "1955 inception_v3/conv2d_65/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1953 inception_v3/conv2d_65/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1954 inception_v3/conv2d_65/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1954 inception_v3/conv2d_65/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1955 inception_v3/conv2d_65/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1955 inception_v3/conv2d_65/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1956 inception_v3/conv2d_65/Conv2D"; -"1956 inception_v3/conv2d_65/Conv2D" -> "1964 inception_v3/batch_normalization_65/FusedBatchNormV3"; -"1957 inception_v3/batch_normalization_65/scale" -> "1964 inception_v3/batch_normalization_65/FusedBatchNormV3"; -"1958 inception_v3/batch_normalization_65/ReadVariableOp/resource" -> "1959 inception_v3/batch_normalization_65/ReadVariableOp"; -"1959 inception_v3/batch_normalization_65/ReadVariableOp" -> "1964 inception_v3/batch_normalization_65/FusedBatchNormV3"; -"1960 inception_v3/batch_normalization_65/FusedBatchNormV3/ReadVariableOp/resource" -> "1961 inception_v3/batch_normalization_65/FusedBatchNormV3/ReadVariableOp"; -"1961 inception_v3/batch_normalization_65/FusedBatchNormV3/ReadVariableOp" -> "1964 inception_v3/batch_normalization_65/FusedBatchNormV3"; -"1962 inception_v3/batch_normalization_65/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1963 inception_v3/batch_normalization_65/FusedBatchNormV3/ReadVariableOp_1"; -"1963 inception_v3/batch_normalization_65/FusedBatchNormV3/ReadVariableOp_1" -> "1964 inception_v3/batch_normalization_65/FusedBatchNormV3"; -"1964 inception_v3/batch_normalization_65/FusedBatchNormV3" -> "1965 inception_v3/activation_65/Relu"; -"1965 inception_v3/activation_65/Relu" -> "1975 inception_v3/activation_65/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1966 inception_v3/activation_65/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1967 inception_v3/activation_65/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"1967 inception_v3/activation_65/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1968 inception_v3/activation_65/fake_quantize/AsymmQuant/Abs"; -"1968 inception_v3/activation_65/fake_quantize/AsymmQuant/Abs" -> "1970 inception_v3/activation_65/fake_quantize/AsymmQuant/add"; -"1969 inception_v3/activation_65/fake_quantize/AsymmQuant/add/y" -> "1970 inception_v3/activation_65/fake_quantize/AsymmQuant/add"; -"1970 inception_v3/activation_65/fake_quantize/AsymmQuant/add" -> "1973 inception_v3/activation_65/fake_quantize/AsymmQuant/add_1"; -"1971 inception_v3/activation_65/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1972 inception_v3/activation_65/fake_quantize/AsymmQuant/ReadVariableOp"; -"1971 inception_v3/activation_65/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1974 inception_v3/activation_65/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1972 inception_v3/activation_65/fake_quantize/AsymmQuant/ReadVariableOp" -> "1973 inception_v3/activation_65/fake_quantize/AsymmQuant/add_1"; -"1973 inception_v3/activation_65/fake_quantize/AsymmQuant/add_1" -> "1975 inception_v3/activation_65/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1974 inception_v3/activation_65/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1975 inception_v3/activation_65/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1975 inception_v3/activation_65/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1987 inception_v3/conv2d_66/Conv2D"; -"1976 inception_v3/conv2d_66/SymmQuant/Abs/ReadVariableOp/resource" -> "1977 inception_v3/conv2d_66/SymmQuant/Abs/ReadVariableOp"; -"1977 inception_v3/conv2d_66/SymmQuant/Abs/ReadVariableOp" -> "1978 inception_v3/conv2d_66/SymmQuant/Abs"; -"1978 inception_v3/conv2d_66/SymmQuant/Abs" -> "1980 inception_v3/conv2d_66/SymmQuant/add"; -"1979 inception_v3/conv2d_66/SymmQuant/add/y" -> "1980 inception_v3/conv2d_66/SymmQuant/add"; -"1980 inception_v3/conv2d_66/SymmQuant/add" -> "1983 inception_v3/conv2d_66/SymmQuant/mul"; -"1980 inception_v3/conv2d_66/SymmQuant/add" -> "1986 inception_v3/conv2d_66/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1981 inception_v3/conv2d_66/SymmQuant/mul/ReadVariableOp/resource" -> "1982 inception_v3/conv2d_66/SymmQuant/mul/ReadVariableOp"; -"1982 inception_v3/conv2d_66/SymmQuant/mul/ReadVariableOp" -> "1983 inception_v3/conv2d_66/SymmQuant/mul"; -"1983 inception_v3/conv2d_66/SymmQuant/mul" -> "1986 inception_v3/conv2d_66/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1984 inception_v3/conv2d_66/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1985 inception_v3/conv2d_66/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1985 inception_v3/conv2d_66/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1986 inception_v3/conv2d_66/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1986 inception_v3/conv2d_66/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1987 inception_v3/conv2d_66/Conv2D"; -"1987 inception_v3/conv2d_66/Conv2D" -> "2007 inception_v3/batch_normalization_66/FusedBatchNormV3"; -"1988 inception_v3/conv2d_61/SymmQuant/Abs/ReadVariableOp/resource" -> "1989 inception_v3/conv2d_61/SymmQuant/Abs/ReadVariableOp"; -"1989 inception_v3/conv2d_61/SymmQuant/Abs/ReadVariableOp" -> "1990 inception_v3/conv2d_61/SymmQuant/Abs"; -"1990 inception_v3/conv2d_61/SymmQuant/Abs" -> "1992 inception_v3/conv2d_61/SymmQuant/add"; -"1991 inception_v3/conv2d_61/SymmQuant/add/y" -> "1992 inception_v3/conv2d_61/SymmQuant/add"; -"1992 inception_v3/conv2d_61/SymmQuant/add" -> "1995 inception_v3/conv2d_61/SymmQuant/mul"; -"1992 inception_v3/conv2d_61/SymmQuant/add" -> "1998 inception_v3/conv2d_61/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1993 inception_v3/conv2d_61/SymmQuant/mul/ReadVariableOp/resource" -> "1994 inception_v3/conv2d_61/SymmQuant/mul/ReadVariableOp"; -"1994 inception_v3/conv2d_61/SymmQuant/mul/ReadVariableOp" -> "1995 inception_v3/conv2d_61/SymmQuant/mul"; -"1995 inception_v3/conv2d_61/SymmQuant/mul" -> "1998 inception_v3/conv2d_61/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1996 inception_v3/conv2d_61/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1997 inception_v3/conv2d_61/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1997 inception_v3/conv2d_61/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1998 inception_v3/conv2d_61/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1998 inception_v3/conv2d_61/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1999 inception_v3/conv2d_61/Conv2D"; -"1999 inception_v3/conv2d_61/Conv2D" -> "2015 inception_v3/batch_normalization_61/FusedBatchNormV3"; -"2000 inception_v3/batch_normalization_66/scale" -> "2007 inception_v3/batch_normalization_66/FusedBatchNormV3"; -"2001 inception_v3/batch_normalization_66/ReadVariableOp/resource" -> "2002 inception_v3/batch_normalization_66/ReadVariableOp"; -"2002 inception_v3/batch_normalization_66/ReadVariableOp" -> "2007 inception_v3/batch_normalization_66/FusedBatchNormV3"; -"2003 inception_v3/batch_normalization_66/FusedBatchNormV3/ReadVariableOp/resource" -> "2004 inception_v3/batch_normalization_66/FusedBatchNormV3/ReadVariableOp"; -"2004 inception_v3/batch_normalization_66/FusedBatchNormV3/ReadVariableOp" -> "2007 inception_v3/batch_normalization_66/FusedBatchNormV3"; -"2005 inception_v3/batch_normalization_66/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2006 inception_v3/batch_normalization_66/FusedBatchNormV3/ReadVariableOp_1"; -"2006 inception_v3/batch_normalization_66/FusedBatchNormV3/ReadVariableOp_1" -> "2007 inception_v3/batch_normalization_66/FusedBatchNormV3"; -"2007 inception_v3/batch_normalization_66/FusedBatchNormV3" -> "2016 inception_v3/activation_66/Relu"; -"2008 inception_v3/batch_normalization_61/scale" -> "2015 inception_v3/batch_normalization_61/FusedBatchNormV3"; -"2009 inception_v3/batch_normalization_61/ReadVariableOp/resource" -> "2010 inception_v3/batch_normalization_61/ReadVariableOp"; -"2010 inception_v3/batch_normalization_61/ReadVariableOp" -> "2015 inception_v3/batch_normalization_61/FusedBatchNormV3"; -"2011 inception_v3/batch_normalization_61/FusedBatchNormV3/ReadVariableOp/resource" -> "2012 inception_v3/batch_normalization_61/FusedBatchNormV3/ReadVariableOp"; -"2012 inception_v3/batch_normalization_61/FusedBatchNormV3/ReadVariableOp" -> "2015 inception_v3/batch_normalization_61/FusedBatchNormV3"; -"2013 inception_v3/batch_normalization_61/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2014 inception_v3/batch_normalization_61/FusedBatchNormV3/ReadVariableOp_1"; -"2014 inception_v3/batch_normalization_61/FusedBatchNormV3/ReadVariableOp_1" -> "2015 inception_v3/batch_normalization_61/FusedBatchNormV3"; -"2015 inception_v3/batch_normalization_61/FusedBatchNormV3" -> "2017 inception_v3/activation_61/Relu"; -"2016 inception_v3/activation_66/Relu" -> "2027 inception_v3/activation_66/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2017 inception_v3/activation_61/Relu" -> "2037 inception_v3/activation_61/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2018 inception_v3/activation_66/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "2019 inception_v3/activation_66/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"2019 inception_v3/activation_66/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "2020 inception_v3/activation_66/fake_quantize/AsymmQuant/Abs"; -"2020 inception_v3/activation_66/fake_quantize/AsymmQuant/Abs" -> "2022 inception_v3/activation_66/fake_quantize/AsymmQuant/add"; -"2021 inception_v3/activation_66/fake_quantize/AsymmQuant/add/y" -> "2022 inception_v3/activation_66/fake_quantize/AsymmQuant/add"; -"2022 inception_v3/activation_66/fake_quantize/AsymmQuant/add" -> "2025 inception_v3/activation_66/fake_quantize/AsymmQuant/add_1"; -"2023 inception_v3/activation_66/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2024 inception_v3/activation_66/fake_quantize/AsymmQuant/ReadVariableOp"; -"2023 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inception_v3/batch_normalization_69/FusedBatchNormV3/ReadVariableOp_1"; -"2165 inception_v3/batch_normalization_69/FusedBatchNormV3/ReadVariableOp_1" -> "2166 inception_v3/batch_normalization_69/FusedBatchNormV3"; -"2166 inception_v3/batch_normalization_69/FusedBatchNormV3" -> "2191 inception_v3/activation_69/Relu"; -"2167 inception_v3/batch_normalization_68/scale" -> "2174 inception_v3/batch_normalization_68/FusedBatchNormV3"; -"2168 inception_v3/batch_normalization_68/ReadVariableOp/resource" -> "2169 inception_v3/batch_normalization_68/ReadVariableOp"; -"2169 inception_v3/batch_normalization_68/ReadVariableOp" -> "2174 inception_v3/batch_normalization_68/FusedBatchNormV3"; -"2170 inception_v3/batch_normalization_68/FusedBatchNormV3/ReadVariableOp/resource" -> "2171 inception_v3/batch_normalization_68/FusedBatchNormV3/ReadVariableOp"; -"2171 inception_v3/batch_normalization_68/FusedBatchNormV3/ReadVariableOp" -> "2174 inception_v3/batch_normalization_68/FusedBatchNormV3"; -"2172 inception_v3/batch_normalization_68/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2173 inception_v3/batch_normalization_68/FusedBatchNormV3/ReadVariableOp_1"; -"2173 inception_v3/batch_normalization_68/FusedBatchNormV3/ReadVariableOp_1" -> "2174 inception_v3/batch_normalization_68/FusedBatchNormV3"; -"2174 inception_v3/batch_normalization_68/FusedBatchNormV3" -> "2192 inception_v3/activation_68/Relu"; -"2175 inception_v3/batch_normalization_63/scale" -> "2182 inception_v3/batch_normalization_63/FusedBatchNormV3"; -"2176 inception_v3/batch_normalization_63/ReadVariableOp/resource" -> "2177 inception_v3/batch_normalization_63/ReadVariableOp"; -"2177 inception_v3/batch_normalization_63/ReadVariableOp" -> "2182 inception_v3/batch_normalization_63/FusedBatchNormV3"; -"2178 inception_v3/batch_normalization_63/FusedBatchNormV3/ReadVariableOp/resource" -> "2179 inception_v3/batch_normalization_63/FusedBatchNormV3/ReadVariableOp"; -"2179 inception_v3/batch_normalization_63/FusedBatchNormV3/ReadVariableOp" -> "2182 inception_v3/batch_normalization_63/FusedBatchNormV3"; -"2180 inception_v3/batch_normalization_63/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2181 inception_v3/batch_normalization_63/FusedBatchNormV3/ReadVariableOp_1"; -"2181 inception_v3/batch_normalization_63/FusedBatchNormV3/ReadVariableOp_1" -> "2182 inception_v3/batch_normalization_63/FusedBatchNormV3"; -"2182 inception_v3/batch_normalization_63/FusedBatchNormV3" -> "2193 inception_v3/activation_63/Relu"; -"2183 inception_v3/batch_normalization_60/scale" -> "2190 inception_v3/batch_normalization_60/FusedBatchNormV3"; -"2184 inception_v3/batch_normalization_60/ReadVariableOp/resource" -> "2185 inception_v3/batch_normalization_60/ReadVariableOp"; -"2185 inception_v3/batch_normalization_60/ReadVariableOp" -> "2190 inception_v3/batch_normalization_60/FusedBatchNormV3"; -"2186 inception_v3/batch_normalization_60/FusedBatchNormV3/ReadVariableOp/resource" -> "2187 inception_v3/batch_normalization_60/FusedBatchNormV3/ReadVariableOp"; -"2187 inception_v3/batch_normalization_60/FusedBatchNormV3/ReadVariableOp" -> "2190 inception_v3/batch_normalization_60/FusedBatchNormV3"; -"2188 inception_v3/batch_normalization_60/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2189 inception_v3/batch_normalization_60/FusedBatchNormV3/ReadVariableOp_1"; -"2189 inception_v3/batch_normalization_60/FusedBatchNormV3/ReadVariableOp_1" -> "2190 inception_v3/batch_normalization_60/FusedBatchNormV3"; -"2190 inception_v3/batch_normalization_60/FusedBatchNormV3" -> "2194 inception_v3/activation_60/Relu"; -"2191 inception_v3/activation_69/Relu" -> "2228 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars"; -"2192 inception_v3/activation_68/Relu" -> "2220 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars"; -"2193 inception_v3/activation_63/Relu" -> "2212 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars"; -"2194 inception_v3/activation_60/Relu" -> "2204 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars"; -"2195 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp/resource" -> "2196 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp"; -"2195 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp/resource" -> "2205 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_1/Abs/ReadVariableOp"; -"2195 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp/resource" -> "2213 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_2/Abs/ReadVariableOp"; -"2195 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp/resource" -> "2221 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_3/Abs/ReadVariableOp"; -"2195 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp/resource" -> "2397 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_4/Abs/ReadVariableOp"; -"2195 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp/resource" -> "2405 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_5/Abs/ReadVariableOp"; -"2196 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp" -> "2197 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant/Abs"; -"2197 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant/Abs" -> "2199 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant/add"; -"2198 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant/add/y" -> "2199 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant/add"; -"2199 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant/add" -> "2202 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant/add_1"; -"2200 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "2201 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp"; -"2200 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "2203 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2200 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "2209 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_1/ReadVariableOp"; -"2200 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "2211 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2200 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "2217 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_2/ReadVariableOp"; -"2200 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "2219 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2200 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "2225 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_3/ReadVariableOp"; -"2200 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "2227 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2200 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "2401 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_4/ReadVariableOp"; -"2200 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "2403 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_4/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2200 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "2409 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_5/ReadVariableOp"; -"2200 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "2411 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_5/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2201 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp" -> "2202 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant/add_1"; -"2202 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant/add_1" -> "2204 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars"; -"2203 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2204 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars"; -"2204 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars" -> "2230 inception_v3/mixed7/concat"; -"2205 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_1/Abs/ReadVariableOp" -> "2206 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_1/Abs"; -"2206 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_1/Abs" -> "2208 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_1/add"; -"2207 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_1/add/y" -> "2208 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_1/add"; -"2208 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_1/add" -> "2210 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_1/add_1"; -"2209 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_1/ReadVariableOp" -> "2210 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_1/add_1"; -"2210 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_1/add_1" -> "2212 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars"; -"2211 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2212 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars"; -"2212 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars" -> "2230 inception_v3/mixed7/concat"; -"2213 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_2/Abs/ReadVariableOp" -> "2214 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_2/Abs"; -"2214 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_2/Abs" -> "2216 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_2/add"; -"2215 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_2/add/y" -> "2216 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_2/add"; -"2216 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_2/add" -> "2218 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_2/add_1"; -"2217 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_2/ReadVariableOp" -> "2218 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_2/add_1"; -"2218 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_2/add_1" -> "2220 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars"; -"2219 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2220 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars"; -"2220 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars" -> "2230 inception_v3/mixed7/concat"; -"2221 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_3/Abs/ReadVariableOp" -> "2222 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_3/Abs"; -"2222 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_3/Abs" -> "2224 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_3/add"; -"2223 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_3/add/y" -> "2224 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_3/add"; -"2224 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_3/add" -> "2226 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_3/add_1"; -"2225 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_3/ReadVariableOp" -> "2226 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_3/add_1"; -"2226 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_3/add_1" -> "2228 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars"; -"2227 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2228 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars"; -"2228 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars" -> "2230 inception_v3/mixed7/concat"; -"2229 inception_v3/mixed7/concat/axis" -> "2230 inception_v3/mixed7/concat"; -"2230 inception_v3/mixed7/concat" -> "2242 inception_v3/conv2d_72/Conv2D"; -"2230 inception_v3/mixed7/concat" -> "2316 inception_v3/conv2d_70/Conv2D"; -"2230 inception_v3/mixed7/concat" -> "2413 inception_v3/max_pooling2d_3/MaxPool"; -"2231 inception_v3/conv2d_72/SymmQuant/Abs/ReadVariableOp/resource" -> "2232 inception_v3/conv2d_72/SymmQuant/Abs/ReadVariableOp"; -"2232 inception_v3/conv2d_72/SymmQuant/Abs/ReadVariableOp" -> "2233 inception_v3/conv2d_72/SymmQuant/Abs"; -"2233 inception_v3/conv2d_72/SymmQuant/Abs" -> "2235 inception_v3/conv2d_72/SymmQuant/add"; -"2234 inception_v3/conv2d_72/SymmQuant/add/y" -> "2235 inception_v3/conv2d_72/SymmQuant/add"; -"2235 inception_v3/conv2d_72/SymmQuant/add" -> "2238 inception_v3/conv2d_72/SymmQuant/mul"; -"2235 inception_v3/conv2d_72/SymmQuant/add" -> "2241 inception_v3/conv2d_72/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2236 inception_v3/conv2d_72/SymmQuant/mul/ReadVariableOp/resource" -> "2237 inception_v3/conv2d_72/SymmQuant/mul/ReadVariableOp"; -"2237 inception_v3/conv2d_72/SymmQuant/mul/ReadVariableOp" -> "2238 inception_v3/conv2d_72/SymmQuant/mul"; -"2238 inception_v3/conv2d_72/SymmQuant/mul" -> "2241 inception_v3/conv2d_72/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2239 inception_v3/conv2d_72/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "2240 inception_v3/conv2d_72/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"2240 inception_v3/conv2d_72/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "2241 inception_v3/conv2d_72/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2241 inception_v3/conv2d_72/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "2242 inception_v3/conv2d_72/Conv2D"; -"2242 inception_v3/conv2d_72/Conv2D" -> "2250 inception_v3/batch_normalization_72/FusedBatchNormV3"; -"2243 inception_v3/batch_normalization_72/scale" -> "2250 inception_v3/batch_normalization_72/FusedBatchNormV3"; -"2244 inception_v3/batch_normalization_72/ReadVariableOp/resource" -> "2245 inception_v3/batch_normalization_72/ReadVariableOp"; -"2245 inception_v3/batch_normalization_72/ReadVariableOp" -> "2250 inception_v3/batch_normalization_72/FusedBatchNormV3"; -"2246 inception_v3/batch_normalization_72/FusedBatchNormV3/ReadVariableOp/resource" -> "2247 inception_v3/batch_normalization_72/FusedBatchNormV3/ReadVariableOp"; -"2247 inception_v3/batch_normalization_72/FusedBatchNormV3/ReadVariableOp" -> "2250 inception_v3/batch_normalization_72/FusedBatchNormV3"; -"2248 inception_v3/batch_normalization_72/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2249 inception_v3/batch_normalization_72/FusedBatchNormV3/ReadVariableOp_1"; -"2249 inception_v3/batch_normalization_72/FusedBatchNormV3/ReadVariableOp_1" -> "2250 inception_v3/batch_normalization_72/FusedBatchNormV3"; -"2250 inception_v3/batch_normalization_72/FusedBatchNormV3" -> "2251 inception_v3/activation_72/Relu"; -"2251 inception_v3/activation_72/Relu" -> "2261 inception_v3/activation_72/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2252 inception_v3/activation_72/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "2253 inception_v3/activation_72/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"2253 inception_v3/activation_72/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "2254 inception_v3/activation_72/fake_quantize/AsymmQuant/Abs"; -"2254 inception_v3/activation_72/fake_quantize/AsymmQuant/Abs" -> "2256 inception_v3/activation_72/fake_quantize/AsymmQuant/add"; -"2255 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inception_v3/batch_normalization_71/FusedBatchNormV3/ReadVariableOp" -> "2394 inception_v3/batch_normalization_71/FusedBatchNormV3"; -"2392 inception_v3/batch_normalization_71/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2393 inception_v3/batch_normalization_71/FusedBatchNormV3/ReadVariableOp_1"; -"2393 inception_v3/batch_normalization_71/FusedBatchNormV3/ReadVariableOp_1" -> "2394 inception_v3/batch_normalization_71/FusedBatchNormV3"; -"2394 inception_v3/batch_normalization_71/FusedBatchNormV3" -> "2396 inception_v3/activation_71/Relu"; -"2395 inception_v3/activation_75/Relu" -> "2412 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_5/FakeQuantWithMinMaxVars"; -"2396 inception_v3/activation_71/Relu" -> "2404 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_4/FakeQuantWithMinMaxVars"; -"2397 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_4/Abs/ReadVariableOp" -> "2398 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_4/Abs"; -"2398 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_4/Abs" -> "2400 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_4/add"; -"2399 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_4/add/y" -> "2400 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_4/add"; -"2400 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_4/add" -> "2402 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_4/add_1"; -"2401 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_4/ReadVariableOp" -> "2402 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_4/add_1"; -"2402 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_4/add_1" -> "2404 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_4/FakeQuantWithMinMaxVars"; -"2403 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_4/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2404 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_4/FakeQuantWithMinMaxVars"; -"2404 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_4/FakeQuantWithMinMaxVars" -> "2415 inception_v3/mixed8/concat"; -"2405 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_5/Abs/ReadVariableOp" -> "2406 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_5/Abs"; -"2406 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_5/Abs" -> "2408 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_5/add"; -"2407 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_5/add/y" -> "2408 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_5/add"; -"2408 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_5/add" -> "2410 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_5/add_1"; -"2409 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_5/ReadVariableOp" -> "2410 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_5/add_1"; -"2410 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_5/add_1" -> "2412 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_5/FakeQuantWithMinMaxVars"; -"2411 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_5/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2412 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_5/FakeQuantWithMinMaxVars"; -"2412 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_5/FakeQuantWithMinMaxVars" -> "2415 inception_v3/mixed8/concat"; -"2413 inception_v3/max_pooling2d_3/MaxPool" -> "2415 inception_v3/mixed8/concat"; -"2414 inception_v3/mixed8/concat/axis" -> "2415 inception_v3/mixed8/concat"; -"2415 inception_v3/mixed8/concat" -> "2427 inception_v3/conv2d_80/Conv2D"; -"2415 inception_v3/mixed8/concat" -> "2470 inception_v3/conv2d_77/Conv2D"; -"2415 inception_v3/mixed8/concat" -> "2489 inception_v3/average_pooling2d_7/AvgPool"; -"2415 inception_v3/mixed8/concat" -> "2579 inception_v3/conv2d_76/Conv2D"; -"2416 inception_v3/conv2d_80/SymmQuant/Abs/ReadVariableOp/resource" -> "2417 inception_v3/conv2d_80/SymmQuant/Abs/ReadVariableOp"; -"2417 inception_v3/conv2d_80/SymmQuant/Abs/ReadVariableOp" -> "2418 inception_v3/conv2d_80/SymmQuant/Abs"; -"2418 inception_v3/conv2d_80/SymmQuant/Abs" -> "2420 inception_v3/conv2d_80/SymmQuant/add"; -"2419 inception_v3/conv2d_80/SymmQuant/add/y" -> "2420 inception_v3/conv2d_80/SymmQuant/add"; -"2420 inception_v3/conv2d_80/SymmQuant/add" -> "2423 inception_v3/conv2d_80/SymmQuant/mul"; -"2420 inception_v3/conv2d_80/SymmQuant/add" -> "2426 inception_v3/conv2d_80/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2421 inception_v3/conv2d_80/SymmQuant/mul/ReadVariableOp/resource" -> "2422 inception_v3/conv2d_80/SymmQuant/mul/ReadVariableOp"; -"2422 inception_v3/conv2d_80/SymmQuant/mul/ReadVariableOp" -> "2423 inception_v3/conv2d_80/SymmQuant/mul"; -"2423 inception_v3/conv2d_80/SymmQuant/mul" -> "2426 inception_v3/conv2d_80/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2424 inception_v3/conv2d_80/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "2425 inception_v3/conv2d_80/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"2425 inception_v3/conv2d_80/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "2426 inception_v3/conv2d_80/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2426 inception_v3/conv2d_80/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "2427 inception_v3/conv2d_80/Conv2D"; -"2427 inception_v3/conv2d_80/Conv2D" -> "2435 inception_v3/batch_normalization_80/FusedBatchNormV3"; -"2428 inception_v3/batch_normalization_80/scale" -> "2435 inception_v3/batch_normalization_80/FusedBatchNormV3"; -"2429 inception_v3/batch_normalization_80/ReadVariableOp/resource" -> "2430 inception_v3/batch_normalization_80/ReadVariableOp"; -"2430 inception_v3/batch_normalization_80/ReadVariableOp" -> "2435 inception_v3/batch_normalization_80/FusedBatchNormV3"; -"2431 inception_v3/batch_normalization_80/FusedBatchNormV3/ReadVariableOp/resource" -> "2432 inception_v3/batch_normalization_80/FusedBatchNormV3/ReadVariableOp"; -"2432 inception_v3/batch_normalization_80/FusedBatchNormV3/ReadVariableOp" -> "2435 inception_v3/batch_normalization_80/FusedBatchNormV3"; -"2433 inception_v3/batch_normalization_80/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2434 inception_v3/batch_normalization_80/FusedBatchNormV3/ReadVariableOp_1"; -"2434 inception_v3/batch_normalization_80/FusedBatchNormV3/ReadVariableOp_1" -> "2435 inception_v3/batch_normalization_80/FusedBatchNormV3"; -"2435 inception_v3/batch_normalization_80/FusedBatchNormV3" -> "2436 inception_v3/activation_80/Relu"; -"2436 inception_v3/activation_80/Relu" -> "2446 inception_v3/activation_80/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2437 inception_v3/activation_80/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "2438 inception_v3/activation_80/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"2438 inception_v3/activation_80/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "2439 inception_v3/activation_80/fake_quantize/AsymmQuant/Abs"; -"2439 inception_v3/activation_80/fake_quantize/AsymmQuant/Abs" -> "2441 inception_v3/activation_80/fake_quantize/AsymmQuant/add"; -"2440 inception_v3/activation_80/fake_quantize/AsymmQuant/add/y" -> "2441 inception_v3/activation_80/fake_quantize/AsymmQuant/add"; -"2441 inception_v3/activation_80/fake_quantize/AsymmQuant/add" -> "2444 inception_v3/activation_80/fake_quantize/AsymmQuant/add_1"; -"2442 inception_v3/activation_80/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2443 inception_v3/activation_80/fake_quantize/AsymmQuant/ReadVariableOp"; -"2442 inception_v3/activation_80/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2445 inception_v3/activation_80/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2443 inception_v3/activation_80/fake_quantize/AsymmQuant/ReadVariableOp" -> "2444 inception_v3/activation_80/fake_quantize/AsymmQuant/add_1"; -"2444 inception_v3/activation_80/fake_quantize/AsymmQuant/add_1" -> "2446 inception_v3/activation_80/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2445 inception_v3/activation_80/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2446 inception_v3/activation_80/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2446 inception_v3/activation_80/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "2458 inception_v3/conv2d_81/Conv2D"; -"2447 inception_v3/conv2d_81/SymmQuant/Abs/ReadVariableOp/resource" -> "2448 inception_v3/conv2d_81/SymmQuant/Abs/ReadVariableOp"; -"2448 inception_v3/conv2d_81/SymmQuant/Abs/ReadVariableOp" -> "2449 inception_v3/conv2d_81/SymmQuant/Abs"; -"2449 inception_v3/conv2d_81/SymmQuant/Abs" -> "2451 inception_v3/conv2d_81/SymmQuant/add"; -"2450 inception_v3/conv2d_81/SymmQuant/add/y" -> "2451 inception_v3/conv2d_81/SymmQuant/add"; -"2451 inception_v3/conv2d_81/SymmQuant/add" -> "2454 inception_v3/conv2d_81/SymmQuant/mul"; -"2451 inception_v3/conv2d_81/SymmQuant/add" -> "2457 inception_v3/conv2d_81/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2452 inception_v3/conv2d_81/SymmQuant/mul/ReadVariableOp/resource" -> "2453 inception_v3/conv2d_81/SymmQuant/mul/ReadVariableOp"; -"2453 inception_v3/conv2d_81/SymmQuant/mul/ReadVariableOp" -> "2454 inception_v3/conv2d_81/SymmQuant/mul"; -"2454 inception_v3/conv2d_81/SymmQuant/mul" -> "2457 inception_v3/conv2d_81/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2455 inception_v3/conv2d_81/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "2456 inception_v3/conv2d_81/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"2456 inception_v3/conv2d_81/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "2457 inception_v3/conv2d_81/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2457 inception_v3/conv2d_81/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "2458 inception_v3/conv2d_81/Conv2D"; -"2458 inception_v3/conv2d_81/Conv2D" -> "2478 inception_v3/batch_normalization_81/FusedBatchNormV3"; -"2459 inception_v3/conv2d_77/SymmQuant/Abs/ReadVariableOp/resource" -> "2460 inception_v3/conv2d_77/SymmQuant/Abs/ReadVariableOp"; -"2460 inception_v3/conv2d_77/SymmQuant/Abs/ReadVariableOp" -> "2461 inception_v3/conv2d_77/SymmQuant/Abs"; -"2461 inception_v3/conv2d_77/SymmQuant/Abs" -> "2463 inception_v3/conv2d_77/SymmQuant/add"; -"2462 inception_v3/conv2d_77/SymmQuant/add/y" -> "2463 inception_v3/conv2d_77/SymmQuant/add"; -"2463 inception_v3/conv2d_77/SymmQuant/add" -> "2466 inception_v3/conv2d_77/SymmQuant/mul"; -"2463 inception_v3/conv2d_77/SymmQuant/add" -> "2469 inception_v3/conv2d_77/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2464 inception_v3/conv2d_77/SymmQuant/mul/ReadVariableOp/resource" -> "2465 inception_v3/conv2d_77/SymmQuant/mul/ReadVariableOp"; -"2465 inception_v3/conv2d_77/SymmQuant/mul/ReadVariableOp" -> "2466 inception_v3/conv2d_77/SymmQuant/mul"; -"2466 inception_v3/conv2d_77/SymmQuant/mul" -> "2469 inception_v3/conv2d_77/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2467 inception_v3/conv2d_77/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "2468 inception_v3/conv2d_77/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"2468 inception_v3/conv2d_77/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "2469 inception_v3/conv2d_77/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2469 inception_v3/conv2d_77/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "2470 inception_v3/conv2d_77/Conv2D"; -"2470 inception_v3/conv2d_77/Conv2D" -> "2486 inception_v3/batch_normalization_77/FusedBatchNormV3"; -"2471 inception_v3/batch_normalization_81/scale" -> "2478 inception_v3/batch_normalization_81/FusedBatchNormV3"; -"2472 inception_v3/batch_normalization_81/ReadVariableOp/resource" -> "2473 inception_v3/batch_normalization_81/ReadVariableOp"; -"2473 inception_v3/batch_normalization_81/ReadVariableOp" -> "2478 inception_v3/batch_normalization_81/FusedBatchNormV3"; -"2474 inception_v3/batch_normalization_81/FusedBatchNormV3/ReadVariableOp/resource" -> "2475 inception_v3/batch_normalization_81/FusedBatchNormV3/ReadVariableOp"; -"2475 inception_v3/batch_normalization_81/FusedBatchNormV3/ReadVariableOp" -> "2478 inception_v3/batch_normalization_81/FusedBatchNormV3"; -"2476 inception_v3/batch_normalization_81/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2477 inception_v3/batch_normalization_81/FusedBatchNormV3/ReadVariableOp_1"; -"2477 inception_v3/batch_normalization_81/FusedBatchNormV3/ReadVariableOp_1" -> "2478 inception_v3/batch_normalization_81/FusedBatchNormV3"; -"2478 inception_v3/batch_normalization_81/FusedBatchNormV3" -> "2487 inception_v3/activation_81/Relu"; -"2479 inception_v3/batch_normalization_77/scale" -> "2486 inception_v3/batch_normalization_77/FusedBatchNormV3"; -"2480 inception_v3/batch_normalization_77/ReadVariableOp/resource" -> "2481 inception_v3/batch_normalization_77/ReadVariableOp"; -"2481 inception_v3/batch_normalization_77/ReadVariableOp" -> "2486 inception_v3/batch_normalization_77/FusedBatchNormV3"; -"2482 inception_v3/batch_normalization_77/FusedBatchNormV3/ReadVariableOp/resource" -> "2483 inception_v3/batch_normalization_77/FusedBatchNormV3/ReadVariableOp"; -"2483 inception_v3/batch_normalization_77/FusedBatchNormV3/ReadVariableOp" -> "2486 inception_v3/batch_normalization_77/FusedBatchNormV3"; -"2484 inception_v3/batch_normalization_77/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2485 inception_v3/batch_normalization_77/FusedBatchNormV3/ReadVariableOp_1"; -"2485 inception_v3/batch_normalization_77/FusedBatchNormV3/ReadVariableOp_1" -> "2486 inception_v3/batch_normalization_77/FusedBatchNormV3"; -"2486 inception_v3/batch_normalization_77/FusedBatchNormV3" -> "2488 inception_v3/activation_77/Relu"; -"2487 inception_v3/activation_81/Relu" -> "2499 inception_v3/activation_81/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2488 inception_v3/activation_77/Relu" -> "2509 inception_v3/activation_77/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2489 inception_v3/average_pooling2d_7/AvgPool" -> "2519 inception_v3/average_pooling2d_7/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2490 inception_v3/activation_81/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "2491 inception_v3/activation_81/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"2491 inception_v3/activation_81/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "2492 inception_v3/activation_81/fake_quantize/AsymmQuant/Abs"; -"2492 inception_v3/activation_81/fake_quantize/AsymmQuant/Abs" -> "2494 inception_v3/activation_81/fake_quantize/AsymmQuant/add"; -"2493 inception_v3/activation_81/fake_quantize/AsymmQuant/add/y" -> "2494 inception_v3/activation_81/fake_quantize/AsymmQuant/add"; -"2494 inception_v3/activation_81/fake_quantize/AsymmQuant/add" -> "2497 inception_v3/activation_81/fake_quantize/AsymmQuant/add_1"; -"2495 inception_v3/activation_81/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2496 inception_v3/activation_81/fake_quantize/AsymmQuant/ReadVariableOp"; -"2495 inception_v3/activation_81/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2498 inception_v3/activation_81/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2496 inception_v3/activation_81/fake_quantize/AsymmQuant/ReadVariableOp" -> "2497 inception_v3/activation_81/fake_quantize/AsymmQuant/add_1"; -"2497 inception_v3/activation_81/fake_quantize/AsymmQuant/add_1" -> "2499 inception_v3/activation_81/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2498 inception_v3/activation_81/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2499 inception_v3/activation_81/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2499 inception_v3/activation_81/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "2531 inception_v3/conv2d_83/Conv2D"; -"2499 inception_v3/activation_81/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "2543 inception_v3/conv2d_82/Conv2D"; -"2500 inception_v3/activation_77/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "2501 inception_v3/activation_77/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"2501 inception_v3/activation_77/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "2502 inception_v3/activation_77/fake_quantize/AsymmQuant/Abs"; -"2502 inception_v3/activation_77/fake_quantize/AsymmQuant/Abs" -> "2504 inception_v3/activation_77/fake_quantize/AsymmQuant/add"; -"2503 inception_v3/activation_77/fake_quantize/AsymmQuant/add/y" -> "2504 inception_v3/activation_77/fake_quantize/AsymmQuant/add"; -"2504 inception_v3/activation_77/fake_quantize/AsymmQuant/add" -> "2507 inception_v3/activation_77/fake_quantize/AsymmQuant/add_1"; -"2505 inception_v3/activation_77/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2506 inception_v3/activation_77/fake_quantize/AsymmQuant/ReadVariableOp"; -"2505 inception_v3/activation_77/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2508 inception_v3/activation_77/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2506 inception_v3/activation_77/fake_quantize/AsymmQuant/ReadVariableOp" -> "2507 inception_v3/activation_77/fake_quantize/AsymmQuant/add_1"; -"2507 inception_v3/activation_77/fake_quantize/AsymmQuant/add_1" -> "2509 inception_v3/activation_77/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2508 inception_v3/activation_77/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2509 inception_v3/activation_77/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2509 inception_v3/activation_77/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "2555 inception_v3/conv2d_79/Conv2D"; -"2509 inception_v3/activation_77/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "2567 inception_v3/conv2d_78/Conv2D"; -"2510 inception_v3/average_pooling2d_7/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "2511 inception_v3/average_pooling2d_7/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"2511 inception_v3/average_pooling2d_7/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "2512 inception_v3/average_pooling2d_7/fake_quantize/AsymmQuant/Abs"; -"2512 inception_v3/average_pooling2d_7/fake_quantize/AsymmQuant/Abs" -> "2514 inception_v3/average_pooling2d_7/fake_quantize/AsymmQuant/add"; -"2513 inception_v3/average_pooling2d_7/fake_quantize/AsymmQuant/add/y" -> "2514 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inception_v3/average_pooling2d_7/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2519 inception_v3/average_pooling2d_7/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2519 inception_v3/average_pooling2d_7/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "2591 inception_v3/conv2d_84/Conv2D"; -"2520 inception_v3/conv2d_83/SymmQuant/Abs/ReadVariableOp/resource" -> "2521 inception_v3/conv2d_83/SymmQuant/Abs/ReadVariableOp"; -"2521 inception_v3/conv2d_83/SymmQuant/Abs/ReadVariableOp" -> "2522 inception_v3/conv2d_83/SymmQuant/Abs"; -"2522 inception_v3/conv2d_83/SymmQuant/Abs" -> "2524 inception_v3/conv2d_83/SymmQuant/add"; -"2523 inception_v3/conv2d_83/SymmQuant/add/y" -> "2524 inception_v3/conv2d_83/SymmQuant/add"; -"2524 inception_v3/conv2d_83/SymmQuant/add" -> "2527 inception_v3/conv2d_83/SymmQuant/mul"; -"2524 inception_v3/conv2d_83/SymmQuant/add" -> "2530 inception_v3/conv2d_83/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2525 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inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/Abs"; -"2647 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/Abs" -> "2649 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/add"; -"2648 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/add/y" -> "2649 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/add"; -"2649 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/add" -> "2652 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/add_1"; -"2650 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "2651 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp"; -"2650 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "2653 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2650 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "2660 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_1/ReadVariableOp"; -"2650 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "2662 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2650 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "2668 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_2/ReadVariableOp"; -"2650 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "2670 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2650 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "2676 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_3/ReadVariableOp"; -"2650 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "2678 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2650 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "2684 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_4/ReadVariableOp"; -"2650 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "2686 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_4/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2650 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "2696 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_5/ReadVariableOp"; -"2650 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "2698 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_5/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2651 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp" -> "2652 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/add_1"; -"2652 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/add_1" -> "2654 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars"; -"2653 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2654 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars"; -"2654 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars" -> "2701 inception_v3/mixed9/concat"; -"2655 inception_v3/activation_84/Relu" -> "2699 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_5/FakeQuantWithMinMaxVars"; -"2656 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_1/Abs/ReadVariableOp" -> "2657 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_1/Abs"; -"2657 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_1/Abs" -> "2659 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_1/add"; -"2658 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_1/add/y" -> "2659 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_1/add"; -"2659 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_1/add" -> "2661 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_1/add_1"; -"2660 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_1/ReadVariableOp" -> "2661 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_1/add_1"; -"2661 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_1/add_1" -> "2663 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars"; -"2662 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2663 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars"; -"2663 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars" -> "2691 inception_v3/concatenate/concat"; -"2664 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_2/Abs/ReadVariableOp" -> "2665 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_2/Abs"; -"2665 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_2/Abs" -> "2667 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_2/add"; -"2666 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_2/add/y" -> "2667 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_2/add"; -"2667 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_2/add" -> "2669 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_2/add_1"; -"2668 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_2/ReadVariableOp" -> "2669 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_2/add_1"; -"2669 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_2/add_1" -> "2671 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars"; -"2670 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2671 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars"; -"2671 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars" -> "2691 inception_v3/concatenate/concat"; -"2672 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_3/Abs/ReadVariableOp" -> "2673 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_3/Abs"; -"2673 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_3/Abs" -> "2675 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_3/add"; -"2674 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_3/add/y" -> "2675 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_3/add"; -"2675 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_3/add" -> "2677 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_3/add_1"; -"2676 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_3/ReadVariableOp" -> "2677 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_3/add_1"; -"2677 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_3/add_1" -> "2679 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars"; -"2678 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2679 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars"; -"2679 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars" -> "2689 inception_v3/mixed9_0/concat"; -"2680 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_4/Abs/ReadVariableOp" -> "2681 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_4/Abs"; -"2681 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_4/Abs" -> "2683 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_4/add"; -"2682 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_4/add/y" -> "2683 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_4/add"; -"2683 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_4/add" -> "2685 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_4/add_1"; -"2684 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_4/ReadVariableOp" -> "2685 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_4/add_1"; -"2685 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_4/add_1" -> "2687 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_4/FakeQuantWithMinMaxVars"; -"2686 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_4/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2687 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_4/FakeQuantWithMinMaxVars"; -"2687 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_4/FakeQuantWithMinMaxVars" -> "2689 inception_v3/mixed9_0/concat"; -"2688 inception_v3/mixed9_0/concat/axis" -> "2689 inception_v3/mixed9_0/concat"; -"2689 inception_v3/mixed9_0/concat" -> "2701 inception_v3/mixed9/concat"; -"2690 inception_v3/concatenate/concat/axis" -> "2691 inception_v3/concatenate/concat"; -"2691 inception_v3/concatenate/concat" -> "2701 inception_v3/mixed9/concat"; -"2692 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_5/Abs/ReadVariableOp" -> "2693 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_5/Abs"; -"2693 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_5/Abs" -> "2695 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_5/add"; -"2694 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_5/add/y" -> "2695 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_5/add"; -"2695 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_5/add" -> "2697 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_5/add_1"; -"2696 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_5/ReadVariableOp" -> "2697 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_5/add_1"; -"2697 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_5/add_1" -> "2699 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_5/FakeQuantWithMinMaxVars"; -"2698 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_5/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2699 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_5/FakeQuantWithMinMaxVars"; -"2699 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_5/FakeQuantWithMinMaxVars" -> "2701 inception_v3/mixed9/concat"; -"2700 inception_v3/mixed9/concat/axis" -> "2701 inception_v3/mixed9/concat"; -"2701 inception_v3/mixed9/concat" -> "2713 inception_v3/conv2d_89/Conv2D"; -"2701 inception_v3/mixed9/concat" -> "2756 inception_v3/conv2d_86/Conv2D"; -"2701 inception_v3/mixed9/concat" -> "2775 inception_v3/average_pooling2d_8/AvgPool"; -"2701 inception_v3/mixed9/concat" -> "2909 inception_v3/conv2d_85/Conv2D"; -"2702 inception_v3/conv2d_89/SymmQuant/Abs/ReadVariableOp/resource" -> "2703 inception_v3/conv2d_89/SymmQuant/Abs/ReadVariableOp"; -"2703 inception_v3/conv2d_89/SymmQuant/Abs/ReadVariableOp" -> "2704 inception_v3/conv2d_89/SymmQuant/Abs"; -"2704 inception_v3/conv2d_89/SymmQuant/Abs" -> "2706 inception_v3/conv2d_89/SymmQuant/add"; -"2705 inception_v3/conv2d_89/SymmQuant/add/y" -> "2706 inception_v3/conv2d_89/SymmQuant/add"; -"2706 inception_v3/conv2d_89/SymmQuant/add" -> "2709 inception_v3/conv2d_89/SymmQuant/mul"; -"2706 inception_v3/conv2d_89/SymmQuant/add" -> "2712 inception_v3/conv2d_89/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2707 inception_v3/conv2d_89/SymmQuant/mul/ReadVariableOp/resource" -> "2708 inception_v3/conv2d_89/SymmQuant/mul/ReadVariableOp"; -"2708 inception_v3/conv2d_89/SymmQuant/mul/ReadVariableOp" -> "2709 inception_v3/conv2d_89/SymmQuant/mul"; -"2709 inception_v3/conv2d_89/SymmQuant/mul" -> "2712 inception_v3/conv2d_89/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2710 inception_v3/conv2d_89/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "2711 inception_v3/conv2d_89/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"2711 inception_v3/conv2d_89/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "2712 inception_v3/conv2d_89/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2712 inception_v3/conv2d_89/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "2713 inception_v3/conv2d_89/Conv2D"; -"2713 inception_v3/conv2d_89/Conv2D" -> "2721 inception_v3/batch_normalization_89/FusedBatchNormV3"; -"2714 inception_v3/batch_normalization_89/scale" -> "2721 inception_v3/batch_normalization_89/FusedBatchNormV3"; -"2715 inception_v3/batch_normalization_89/ReadVariableOp/resource" -> "2716 inception_v3/batch_normalization_89/ReadVariableOp"; -"2716 inception_v3/batch_normalization_89/ReadVariableOp" -> "2721 inception_v3/batch_normalization_89/FusedBatchNormV3"; -"2717 inception_v3/batch_normalization_89/FusedBatchNormV3/ReadVariableOp/resource" -> "2718 inception_v3/batch_normalization_89/FusedBatchNormV3/ReadVariableOp"; -"2718 inception_v3/batch_normalization_89/FusedBatchNormV3/ReadVariableOp" -> "2721 inception_v3/batch_normalization_89/FusedBatchNormV3"; -"2719 inception_v3/batch_normalization_89/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2720 inception_v3/batch_normalization_89/FusedBatchNormV3/ReadVariableOp_1"; -"2720 inception_v3/batch_normalization_89/FusedBatchNormV3/ReadVariableOp_1" -> "2721 inception_v3/batch_normalization_89/FusedBatchNormV3"; -"2721 inception_v3/batch_normalization_89/FusedBatchNormV3" -> "2722 inception_v3/activation_89/Relu"; -"2722 inception_v3/activation_89/Relu" -> "2732 inception_v3/activation_89/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2723 inception_v3/activation_89/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "2724 inception_v3/activation_89/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"2724 inception_v3/activation_89/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "2725 inception_v3/activation_89/fake_quantize/AsymmQuant/Abs"; -"2725 inception_v3/activation_89/fake_quantize/AsymmQuant/Abs" -> "2727 inception_v3/activation_89/fake_quantize/AsymmQuant/add"; -"2726 inception_v3/activation_89/fake_quantize/AsymmQuant/add/y" -> "2727 inception_v3/activation_89/fake_quantize/AsymmQuant/add"; -"2727 inception_v3/activation_89/fake_quantize/AsymmQuant/add" -> "2730 inception_v3/activation_89/fake_quantize/AsymmQuant/add_1"; -"2728 inception_v3/activation_89/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2729 inception_v3/activation_89/fake_quantize/AsymmQuant/ReadVariableOp"; -"2728 inception_v3/activation_89/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2731 inception_v3/activation_89/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2729 inception_v3/activation_89/fake_quantize/AsymmQuant/ReadVariableOp" -> "2730 inception_v3/activation_89/fake_quantize/AsymmQuant/add_1"; -"2730 inception_v3/activation_89/fake_quantize/AsymmQuant/add_1" -> "2732 inception_v3/activation_89/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2731 inception_v3/activation_89/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2732 inception_v3/activation_89/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2732 inception_v3/activation_89/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "2744 inception_v3/conv2d_90/Conv2D"; -"2733 inception_v3/conv2d_90/SymmQuant/Abs/ReadVariableOp/resource" -> "2734 inception_v3/conv2d_90/SymmQuant/Abs/ReadVariableOp"; -"2734 inception_v3/conv2d_90/SymmQuant/Abs/ReadVariableOp" -> "2735 inception_v3/conv2d_90/SymmQuant/Abs"; -"2735 inception_v3/conv2d_90/SymmQuant/Abs" -> "2737 inception_v3/conv2d_90/SymmQuant/add"; -"2736 inception_v3/conv2d_90/SymmQuant/add/y" -> "2737 inception_v3/conv2d_90/SymmQuant/add"; -"2737 inception_v3/conv2d_90/SymmQuant/add" -> "2740 inception_v3/conv2d_90/SymmQuant/mul"; -"2737 inception_v3/conv2d_90/SymmQuant/add" -> "2743 inception_v3/conv2d_90/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2738 inception_v3/conv2d_90/SymmQuant/mul/ReadVariableOp/resource" -> "2739 inception_v3/conv2d_90/SymmQuant/mul/ReadVariableOp"; -"2739 inception_v3/conv2d_90/SymmQuant/mul/ReadVariableOp" -> "2740 inception_v3/conv2d_90/SymmQuant/mul"; -"2740 inception_v3/conv2d_90/SymmQuant/mul" -> "2743 inception_v3/conv2d_90/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2741 inception_v3/conv2d_90/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "2742 inception_v3/conv2d_90/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"2742 inception_v3/conv2d_90/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "2743 inception_v3/conv2d_90/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2743 inception_v3/conv2d_90/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "2744 inception_v3/conv2d_90/Conv2D"; -"2744 inception_v3/conv2d_90/Conv2D" -> "2764 inception_v3/batch_normalization_90/FusedBatchNormV3"; -"2745 inception_v3/conv2d_86/SymmQuant/Abs/ReadVariableOp/resource" -> "2746 inception_v3/conv2d_86/SymmQuant/Abs/ReadVariableOp"; -"2746 inception_v3/conv2d_86/SymmQuant/Abs/ReadVariableOp" -> "2747 inception_v3/conv2d_86/SymmQuant/Abs"; -"2747 inception_v3/conv2d_86/SymmQuant/Abs" -> "2749 inception_v3/conv2d_86/SymmQuant/add"; -"2748 inception_v3/conv2d_86/SymmQuant/add/y" -> "2749 inception_v3/conv2d_86/SymmQuant/add"; -"2749 inception_v3/conv2d_86/SymmQuant/add" -> "2752 inception_v3/conv2d_86/SymmQuant/mul"; -"2749 inception_v3/conv2d_86/SymmQuant/add" -> "2755 inception_v3/conv2d_86/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2750 inception_v3/conv2d_86/SymmQuant/mul/ReadVariableOp/resource" -> "2751 inception_v3/conv2d_86/SymmQuant/mul/ReadVariableOp"; -"2751 inception_v3/conv2d_86/SymmQuant/mul/ReadVariableOp" -> "2752 inception_v3/conv2d_86/SymmQuant/mul"; -"2752 inception_v3/conv2d_86/SymmQuant/mul" -> "2755 inception_v3/conv2d_86/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2753 inception_v3/conv2d_86/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "2754 inception_v3/conv2d_86/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"2754 inception_v3/conv2d_86/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "2755 inception_v3/conv2d_86/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2755 inception_v3/conv2d_86/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "2756 inception_v3/conv2d_86/Conv2D"; -"2756 inception_v3/conv2d_86/Conv2D" -> "2772 inception_v3/batch_normalization_86/FusedBatchNormV3"; -"2757 inception_v3/batch_normalization_90/scale" -> "2764 inception_v3/batch_normalization_90/FusedBatchNormV3"; -"2758 inception_v3/batch_normalization_90/ReadVariableOp/resource" -> "2759 inception_v3/batch_normalization_90/ReadVariableOp"; -"2759 inception_v3/batch_normalization_90/ReadVariableOp" -> "2764 inception_v3/batch_normalization_90/FusedBatchNormV3"; -"2760 inception_v3/batch_normalization_90/FusedBatchNormV3/ReadVariableOp/resource" -> "2761 inception_v3/batch_normalization_90/FusedBatchNormV3/ReadVariableOp"; -"2761 inception_v3/batch_normalization_90/FusedBatchNormV3/ReadVariableOp" -> "2764 inception_v3/batch_normalization_90/FusedBatchNormV3"; -"2762 inception_v3/batch_normalization_90/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2763 inception_v3/batch_normalization_90/FusedBatchNormV3/ReadVariableOp_1"; -"2763 inception_v3/batch_normalization_90/FusedBatchNormV3/ReadVariableOp_1" -> "2764 inception_v3/batch_normalization_90/FusedBatchNormV3"; -"2764 inception_v3/batch_normalization_90/FusedBatchNormV3" -> "2773 inception_v3/activation_90/Relu"; -"2765 inception_v3/batch_normalization_86/scale" -> "2772 inception_v3/batch_normalization_86/FusedBatchNormV3"; -"2766 inception_v3/batch_normalization_86/ReadVariableOp/resource" -> "2767 inception_v3/batch_normalization_86/ReadVariableOp"; -"2767 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inception_v3/batch_normalization_91/FusedBatchNormV3" -> "2919 inception_v3/activation_91/Relu"; -"2882 inception_v3/batch_normalization_88/scale" -> "2889 inception_v3/batch_normalization_88/FusedBatchNormV3"; -"2883 inception_v3/batch_normalization_88/ReadVariableOp/resource" -> "2884 inception_v3/batch_normalization_88/ReadVariableOp"; -"2884 inception_v3/batch_normalization_88/ReadVariableOp" -> "2889 inception_v3/batch_normalization_88/FusedBatchNormV3"; -"2885 inception_v3/batch_normalization_88/FusedBatchNormV3/ReadVariableOp/resource" -> "2886 inception_v3/batch_normalization_88/FusedBatchNormV3/ReadVariableOp"; -"2886 inception_v3/batch_normalization_88/FusedBatchNormV3/ReadVariableOp" -> "2889 inception_v3/batch_normalization_88/FusedBatchNormV3"; -"2887 inception_v3/batch_normalization_88/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2888 inception_v3/batch_normalization_88/FusedBatchNormV3/ReadVariableOp_1"; -"2888 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"2896 inception_v3/batch_normalization_87/FusedBatchNormV3/ReadVariableOp_1"; -"2896 inception_v3/batch_normalization_87/FusedBatchNormV3/ReadVariableOp_1" -> "2897 inception_v3/batch_normalization_87/FusedBatchNormV3"; -"2897 inception_v3/batch_normalization_87/FusedBatchNormV3" -> "2921 inception_v3/activation_87/Relu"; -"2898 inception_v3/conv2d_85/SymmQuant/Abs/ReadVariableOp/resource" -> "2899 inception_v3/conv2d_85/SymmQuant/Abs/ReadVariableOp"; -"2899 inception_v3/conv2d_85/SymmQuant/Abs/ReadVariableOp" -> "2900 inception_v3/conv2d_85/SymmQuant/Abs"; -"2900 inception_v3/conv2d_85/SymmQuant/Abs" -> "2902 inception_v3/conv2d_85/SymmQuant/add"; -"2901 inception_v3/conv2d_85/SymmQuant/add/y" -> "2902 inception_v3/conv2d_85/SymmQuant/add"; -"2902 inception_v3/conv2d_85/SymmQuant/add" -> "2905 inception_v3/conv2d_85/SymmQuant/mul"; -"2902 inception_v3/conv2d_85/SymmQuant/add" -> "2908 inception_v3/conv2d_85/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2903 inception_v3/conv2d_85/SymmQuant/mul/ReadVariableOp/resource" -> "2904 inception_v3/conv2d_85/SymmQuant/mul/ReadVariableOp"; -"2904 inception_v3/conv2d_85/SymmQuant/mul/ReadVariableOp" -> "2905 inception_v3/conv2d_85/SymmQuant/mul"; -"2905 inception_v3/conv2d_85/SymmQuant/mul" -> "2908 inception_v3/conv2d_85/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2906 inception_v3/conv2d_85/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "2907 inception_v3/conv2d_85/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"2907 inception_v3/conv2d_85/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "2908 inception_v3/conv2d_85/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2908 inception_v3/conv2d_85/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "2909 inception_v3/conv2d_85/Conv2D"; -"2909 inception_v3/conv2d_85/Conv2D" -> "2929 inception_v3/batch_normalization_85/FusedBatchNormV3"; -"2910 inception_v3/batch_normalization_93/scale" -> "2917 inception_v3/batch_normalization_93/FusedBatchNormV3"; -"2911 inception_v3/batch_normalization_93/ReadVariableOp/resource" -> "2912 inception_v3/batch_normalization_93/ReadVariableOp"; -"2912 inception_v3/batch_normalization_93/ReadVariableOp" -> "2917 inception_v3/batch_normalization_93/FusedBatchNormV3"; -"2913 inception_v3/batch_normalization_93/FusedBatchNormV3/ReadVariableOp/resource" -> "2914 inception_v3/batch_normalization_93/FusedBatchNormV3/ReadVariableOp"; -"2914 inception_v3/batch_normalization_93/FusedBatchNormV3/ReadVariableOp" -> "2917 inception_v3/batch_normalization_93/FusedBatchNormV3"; -"2915 inception_v3/batch_normalization_93/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2916 inception_v3/batch_normalization_93/FusedBatchNormV3/ReadVariableOp_1"; -"2916 inception_v3/batch_normalization_93/FusedBatchNormV3/ReadVariableOp_1" -> "2917 inception_v3/batch_normalization_93/FusedBatchNormV3"; -"2917 inception_v3/batch_normalization_93/FusedBatchNormV3" -> "2930 inception_v3/activation_93/Relu"; -"2918 inception_v3/activation_92/Relu" -> "2950 inception_v3/activation_92/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2919 inception_v3/activation_91/Relu" -> "2940 inception_v3/activation_91/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2920 inception_v3/activation_88/Relu" -> "2970 inception_v3/activation_88/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2921 inception_v3/activation_87/Relu" -> "2960 inception_v3/activation_87/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2922 inception_v3/batch_normalization_85/scale" -> "2929 inception_v3/batch_normalization_85/FusedBatchNormV3"; -"2923 inception_v3/batch_normalization_85/ReadVariableOp/resource" -> "2924 inception_v3/batch_normalization_85/ReadVariableOp"; -"2924 inception_v3/batch_normalization_85/ReadVariableOp" -> "2929 inception_v3/batch_normalization_85/FusedBatchNormV3"; -"2925 inception_v3/batch_normalization_85/FusedBatchNormV3/ReadVariableOp/resource" -> "2926 inception_v3/batch_normalization_85/FusedBatchNormV3/ReadVariableOp"; -"2926 inception_v3/batch_normalization_85/FusedBatchNormV3/ReadVariableOp" -> "2929 inception_v3/batch_normalization_85/FusedBatchNormV3"; -"2927 inception_v3/batch_normalization_85/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2928 inception_v3/batch_normalization_85/FusedBatchNormV3/ReadVariableOp_1"; -"2928 inception_v3/batch_normalization_85/FusedBatchNormV3/ReadVariableOp_1" -> "2929 inception_v3/batch_normalization_85/FusedBatchNormV3"; -"2929 inception_v3/batch_normalization_85/FusedBatchNormV3" -> "2971 inception_v3/activation_85/Relu"; -"2930 inception_v3/activation_93/Relu" -> "2995 inception_v3/activation_93/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2931 inception_v3/activation_91/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "2932 inception_v3/activation_91/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"2932 inception_v3/activation_91/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "2933 inception_v3/activation_91/fake_quantize/AsymmQuant/Abs"; -"2933 inception_v3/activation_91/fake_quantize/AsymmQuant/Abs" -> "2935 inception_v3/activation_91/fake_quantize/AsymmQuant/add"; -"2934 inception_v3/activation_91/fake_quantize/AsymmQuant/add/y" -> "2935 inception_v3/activation_91/fake_quantize/AsymmQuant/add"; -"2935 inception_v3/activation_91/fake_quantize/AsymmQuant/add" -> "2938 inception_v3/activation_91/fake_quantize/AsymmQuant/add_1"; -"2936 inception_v3/activation_91/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2937 inception_v3/activation_91/fake_quantize/AsymmQuant/ReadVariableOp"; -"2936 inception_v3/activation_91/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2939 inception_v3/activation_91/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2937 inception_v3/activation_91/fake_quantize/AsymmQuant/ReadVariableOp" -> "2938 inception_v3/activation_91/fake_quantize/AsymmQuant/add_1"; -"2938 inception_v3/activation_91/fake_quantize/AsymmQuant/add_1" -> "2940 inception_v3/activation_91/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2939 inception_v3/activation_91/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2940 inception_v3/activation_91/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2940 inception_v3/activation_91/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "2985 inception_v3/concatenate_1/concat"; -"2941 inception_v3/activation_92/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "2942 inception_v3/activation_92/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"2942 inception_v3/activation_92/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "2943 inception_v3/activation_92/fake_quantize/AsymmQuant/Abs"; -"2943 inception_v3/activation_92/fake_quantize/AsymmQuant/Abs" -> "2945 inception_v3/activation_92/fake_quantize/AsymmQuant/add"; -"2944 inception_v3/activation_92/fake_quantize/AsymmQuant/add/y" -> "2945 inception_v3/activation_92/fake_quantize/AsymmQuant/add"; -"2945 inception_v3/activation_92/fake_quantize/AsymmQuant/add" -> "2948 inception_v3/activation_92/fake_quantize/AsymmQuant/add_1"; -"2946 inception_v3/activation_92/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2947 inception_v3/activation_92/fake_quantize/AsymmQuant/ReadVariableOp"; -"2946 inception_v3/activation_92/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2949 inception_v3/activation_92/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2947 inception_v3/activation_92/fake_quantize/AsymmQuant/ReadVariableOp" -> "2948 inception_v3/activation_92/fake_quantize/AsymmQuant/add_1"; -"2948 inception_v3/activation_92/fake_quantize/AsymmQuant/add_1" -> "2950 inception_v3/activation_92/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2949 inception_v3/activation_92/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2950 inception_v3/activation_92/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2950 inception_v3/activation_92/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "2985 inception_v3/concatenate_1/concat"; -"2951 inception_v3/activation_87/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "2952 inception_v3/activation_87/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"2952 inception_v3/activation_87/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "2953 inception_v3/activation_87/fake_quantize/AsymmQuant/Abs"; -"2953 inception_v3/activation_87/fake_quantize/AsymmQuant/Abs" -> "2955 inception_v3/activation_87/fake_quantize/AsymmQuant/add"; -"2954 inception_v3/activation_87/fake_quantize/AsymmQuant/add/y" -> "2955 inception_v3/activation_87/fake_quantize/AsymmQuant/add"; -"2955 inception_v3/activation_87/fake_quantize/AsymmQuant/add" -> "2958 inception_v3/activation_87/fake_quantize/AsymmQuant/add_1"; -"2956 inception_v3/activation_87/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2957 inception_v3/activation_87/fake_quantize/AsymmQuant/ReadVariableOp"; -"2956 inception_v3/activation_87/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2959 inception_v3/activation_87/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2957 inception_v3/activation_87/fake_quantize/AsymmQuant/ReadVariableOp" -> "2958 inception_v3/activation_87/fake_quantize/AsymmQuant/add_1"; -"2958 inception_v3/activation_87/fake_quantize/AsymmQuant/add_1" -> "2960 inception_v3/activation_87/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2959 inception_v3/activation_87/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2960 inception_v3/activation_87/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2960 inception_v3/activation_87/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "2983 inception_v3/mixed9_1/concat"; -"2961 inception_v3/activation_88/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "2962 inception_v3/activation_88/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"2962 inception_v3/activation_88/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "2963 inception_v3/activation_88/fake_quantize/AsymmQuant/Abs"; -"2963 inception_v3/activation_88/fake_quantize/AsymmQuant/Abs" -> "2965 inception_v3/activation_88/fake_quantize/AsymmQuant/add"; -"2964 inception_v3/activation_88/fake_quantize/AsymmQuant/add/y" -> "2965 inception_v3/activation_88/fake_quantize/AsymmQuant/add"; -"2965 inception_v3/activation_88/fake_quantize/AsymmQuant/add" -> "2968 inception_v3/activation_88/fake_quantize/AsymmQuant/add_1"; -"2966 inception_v3/activation_88/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2967 inception_v3/activation_88/fake_quantize/AsymmQuant/ReadVariableOp"; -"2966 inception_v3/activation_88/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2969 inception_v3/activation_88/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2967 inception_v3/activation_88/fake_quantize/AsymmQuant/ReadVariableOp" -> "2968 inception_v3/activation_88/fake_quantize/AsymmQuant/add_1"; -"2968 inception_v3/activation_88/fake_quantize/AsymmQuant/add_1" -> "2970 inception_v3/activation_88/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2969 inception_v3/activation_88/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2970 inception_v3/activation_88/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2970 inception_v3/activation_88/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "2983 inception_v3/mixed9_1/concat"; -"2971 inception_v3/activation_85/Relu" -> "2981 inception_v3/activation_85/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2972 inception_v3/activation_85/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "2973 inception_v3/activation_85/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"2973 inception_v3/activation_85/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "2974 inception_v3/activation_85/fake_quantize/AsymmQuant/Abs"; -"2974 inception_v3/activation_85/fake_quantize/AsymmQuant/Abs" -> "2976 inception_v3/activation_85/fake_quantize/AsymmQuant/add"; -"2975 inception_v3/activation_85/fake_quantize/AsymmQuant/add/y" -> "2976 inception_v3/activation_85/fake_quantize/AsymmQuant/add"; -"2976 inception_v3/activation_85/fake_quantize/AsymmQuant/add" -> "2979 inception_v3/activation_85/fake_quantize/AsymmQuant/add_1"; -"2977 inception_v3/activation_85/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2978 inception_v3/activation_85/fake_quantize/AsymmQuant/ReadVariableOp"; -"2977 inception_v3/activation_85/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2980 inception_v3/activation_85/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2978 inception_v3/activation_85/fake_quantize/AsymmQuant/ReadVariableOp" -> "2979 inception_v3/activation_85/fake_quantize/AsymmQuant/add_1"; -"2979 inception_v3/activation_85/fake_quantize/AsymmQuant/add_1" -> "2981 inception_v3/activation_85/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2980 inception_v3/activation_85/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2981 inception_v3/activation_85/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2981 inception_v3/activation_85/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "2997 inception_v3/mixed10/concat"; -"2982 inception_v3/mixed9_1/concat/axis" -> "2983 inception_v3/mixed9_1/concat"; -"2983 inception_v3/mixed9_1/concat" -> "2997 inception_v3/mixed10/concat"; -"2984 inception_v3/concatenate_1/concat/axis" -> "2985 inception_v3/concatenate_1/concat"; -"2985 inception_v3/concatenate_1/concat" -> "2997 inception_v3/mixed10/concat"; -"2986 inception_v3/activation_93/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "2987 inception_v3/activation_93/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"2987 inception_v3/activation_93/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "2988 inception_v3/activation_93/fake_quantize/AsymmQuant/Abs"; -"2988 inception_v3/activation_93/fake_quantize/AsymmQuant/Abs" -> "2990 inception_v3/activation_93/fake_quantize/AsymmQuant/add"; -"2989 inception_v3/activation_93/fake_quantize/AsymmQuant/add/y" -> "2990 inception_v3/activation_93/fake_quantize/AsymmQuant/add"; -"2990 inception_v3/activation_93/fake_quantize/AsymmQuant/add" -> "2993 inception_v3/activation_93/fake_quantize/AsymmQuant/add_1"; -"2991 inception_v3/activation_93/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2992 inception_v3/activation_93/fake_quantize/AsymmQuant/ReadVariableOp"; -"2991 inception_v3/activation_93/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2994 inception_v3/activation_93/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2992 inception_v3/activation_93/fake_quantize/AsymmQuant/ReadVariableOp" -> "2993 inception_v3/activation_93/fake_quantize/AsymmQuant/add_1"; -"2993 inception_v3/activation_93/fake_quantize/AsymmQuant/add_1" -> "2995 inception_v3/activation_93/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2994 inception_v3/activation_93/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2995 inception_v3/activation_93/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2995 inception_v3/activation_93/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "2997 inception_v3/mixed10/concat"; -"2996 inception_v3/mixed10/concat/axis" -> "2997 inception_v3/mixed10/concat"; -"2997 inception_v3/mixed10/concat" -> "2999 inception_v3/avg_pool/Mean"; -"2998 inception_v3/avg_pool/Mean/reduction_indices" -> "2999 inception_v3/avg_pool/Mean"; -"2999 inception_v3/avg_pool/Mean" -> "3009 inception_v3/avg_pool/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"3000 inception_v3/avg_pool/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "3001 inception_v3/avg_pool/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"3001 inception_v3/avg_pool/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "3002 inception_v3/avg_pool/fake_quantize/AsymmQuant/Abs"; -"3002 inception_v3/avg_pool/fake_quantize/AsymmQuant/Abs" -> "3004 inception_v3/avg_pool/fake_quantize/AsymmQuant/add"; -"3003 inception_v3/avg_pool/fake_quantize/AsymmQuant/add/y" -> "3004 inception_v3/avg_pool/fake_quantize/AsymmQuant/add"; -"3004 inception_v3/avg_pool/fake_quantize/AsymmQuant/add" -> "3007 inception_v3/avg_pool/fake_quantize/AsymmQuant/add_1"; -"3005 inception_v3/avg_pool/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "3006 inception_v3/avg_pool/fake_quantize/AsymmQuant/ReadVariableOp"; -"3005 inception_v3/avg_pool/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "3008 inception_v3/avg_pool/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"3006 inception_v3/avg_pool/fake_quantize/AsymmQuant/ReadVariableOp" -> "3007 inception_v3/avg_pool/fake_quantize/AsymmQuant/add_1"; -"3007 inception_v3/avg_pool/fake_quantize/AsymmQuant/add_1" -> "3009 inception_v3/avg_pool/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"3008 inception_v3/avg_pool/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "3009 inception_v3/avg_pool/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"3009 inception_v3/avg_pool/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "3021 inception_v3/predictions/MatMul"; -"3010 inception_v3/predictions/SymmQuant/Abs/ReadVariableOp/resource" -> "3011 inception_v3/predictions/SymmQuant/Abs/ReadVariableOp"; -"3011 inception_v3/predictions/SymmQuant/Abs/ReadVariableOp" -> "3012 inception_v3/predictions/SymmQuant/Abs"; -"3012 inception_v3/predictions/SymmQuant/Abs" -> "3014 inception_v3/predictions/SymmQuant/add"; -"3013 inception_v3/predictions/SymmQuant/add/y" -> "3014 inception_v3/predictions/SymmQuant/add"; -"3014 inception_v3/predictions/SymmQuant/add" -> "3017 inception_v3/predictions/SymmQuant/mul"; -"3014 inception_v3/predictions/SymmQuant/add" -> "3020 inception_v3/predictions/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"3015 inception_v3/predictions/SymmQuant/mul/ReadVariableOp/resource" -> "3016 inception_v3/predictions/SymmQuant/mul/ReadVariableOp"; -"3016 inception_v3/predictions/SymmQuant/mul/ReadVariableOp" -> "3017 inception_v3/predictions/SymmQuant/mul"; -"3017 inception_v3/predictions/SymmQuant/mul" -> "3020 inception_v3/predictions/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"3018 inception_v3/predictions/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "3019 inception_v3/predictions/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"3019 inception_v3/predictions/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "3020 inception_v3/predictions/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"3020 inception_v3/predictions/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "3021 inception_v3/predictions/MatMul"; -"3021 inception_v3/predictions/MatMul" -> "3024 inception_v3/predictions/BiasAdd"; -"3022 inception_v3/predictions/BiasAdd/ReadVariableOp/resource" -> "3023 inception_v3/predictions/BiasAdd/ReadVariableOp"; -"3023 inception_v3/predictions/BiasAdd/ReadVariableOp" -> "3024 inception_v3/predictions/BiasAdd"; -"3024 inception_v3/predictions/BiasAdd" -> "3025 inception_v3/predictions/Softmax"; -"3025 inception_v3/predictions/Softmax" -> "3026 Identity"; -} diff --git a/tests/tensorflow/data/reference_graphs/2.8/quantized/hw/NPU/mobilenet_v2.pb b/tests/tensorflow/data/reference_graphs/2.8/quantized/hw/NPU/mobilenet_v2.pb deleted file mode 100644 index fdded48c990..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.8/quantized/hw/NPU/mobilenet_v2.pb +++ /dev/null @@ -1,3 +0,0 @@ -version 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inception_v3/activation_5/fake_quantize/unified_scale_group/AsymmQuant_1/add"; -"369 inception_v3/activation_5/fake_quantize/unified_scale_group/AsymmQuant_1/add" -> "371 inception_v3/activation_5/fake_quantize/unified_scale_group/AsymmQuant_1/add_1"; -"370 inception_v3/activation_5/fake_quantize/unified_scale_group/AsymmQuant_1/ReadVariableOp" -> "371 inception_v3/activation_5/fake_quantize/unified_scale_group/AsymmQuant_1/add_1"; -"371 inception_v3/activation_5/fake_quantize/unified_scale_group/AsymmQuant_1/add_1" -> "373 inception_v3/activation_5/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars"; -"372 inception_v3/activation_5/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars/ReadVariableOp" -> "373 inception_v3/activation_5/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars"; -"373 inception_v3/activation_5/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars" -> "391 inception_v3/mixed0/concat"; 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inception_v3/activation_5/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars"; -"380 inception_v3/activation_5/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars/ReadVariableOp" -> "381 inception_v3/activation_5/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars"; -"381 inception_v3/activation_5/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars" -> "391 inception_v3/mixed0/concat"; -"382 inception_v3/activation_5/fake_quantize/unified_scale_group/AsymmQuant_3/Abs/ReadVariableOp" -> "383 inception_v3/activation_5/fake_quantize/unified_scale_group/AsymmQuant_3/Abs"; -"383 inception_v3/activation_5/fake_quantize/unified_scale_group/AsymmQuant_3/Abs" -> "385 inception_v3/activation_5/fake_quantize/unified_scale_group/AsymmQuant_3/add"; -"384 inception_v3/activation_5/fake_quantize/unified_scale_group/AsymmQuant_3/add/y" -> "385 inception_v3/activation_5/fake_quantize/unified_scale_group/AsymmQuant_3/add"; -"385 inception_v3/activation_5/fake_quantize/unified_scale_group/AsymmQuant_3/add" -> "387 inception_v3/activation_5/fake_quantize/unified_scale_group/AsymmQuant_3/add_1"; -"386 inception_v3/activation_5/fake_quantize/unified_scale_group/AsymmQuant_3/ReadVariableOp" -> "387 inception_v3/activation_5/fake_quantize/unified_scale_group/AsymmQuant_3/add_1"; -"387 inception_v3/activation_5/fake_quantize/unified_scale_group/AsymmQuant_3/add_1" -> "389 inception_v3/activation_5/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars"; -"388 inception_v3/activation_5/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars/ReadVariableOp" -> "389 inception_v3/activation_5/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars"; -"389 inception_v3/activation_5/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars" -> "391 inception_v3/mixed0/concat"; -"390 inception_v3/mixed0/concat/axis" -> "391 inception_v3/mixed0/concat"; -"391 inception_v3/mixed0/concat" -> "403 inception_v3/conv2d_15/Conv2D"; -"391 inception_v3/mixed0/concat" -> "446 inception_v3/conv2d_13/Conv2D"; -"391 inception_v3/mixed0/concat" -> "463 inception_v3/average_pooling2d_1/AvgPool"; -"391 inception_v3/mixed0/concat" -> "543 inception_v3/conv2d_12/Conv2D"; -"392 inception_v3/conv2d_15/SymmQuant/Abs/ReadVariableOp/resource" -> "393 inception_v3/conv2d_15/SymmQuant/Abs/ReadVariableOp"; -"393 inception_v3/conv2d_15/SymmQuant/Abs/ReadVariableOp" -> "394 inception_v3/conv2d_15/SymmQuant/Abs"; -"394 inception_v3/conv2d_15/SymmQuant/Abs" -> "396 inception_v3/conv2d_15/SymmQuant/add"; -"395 inception_v3/conv2d_15/SymmQuant/add/y" -> "396 inception_v3/conv2d_15/SymmQuant/add"; -"396 inception_v3/conv2d_15/SymmQuant/add" -> "399 inception_v3/conv2d_15/SymmQuant/mul"; -"396 inception_v3/conv2d_15/SymmQuant/add" -> "402 inception_v3/conv2d_15/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"397 inception_v3/conv2d_15/SymmQuant/mul/ReadVariableOp/resource" -> "398 inception_v3/conv2d_15/SymmQuant/mul/ReadVariableOp"; -"398 inception_v3/conv2d_15/SymmQuant/mul/ReadVariableOp" -> "399 inception_v3/conv2d_15/SymmQuant/mul"; -"399 inception_v3/conv2d_15/SymmQuant/mul" -> "402 inception_v3/conv2d_15/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"400 inception_v3/conv2d_15/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "401 inception_v3/conv2d_15/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"401 inception_v3/conv2d_15/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "402 inception_v3/conv2d_15/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"402 inception_v3/conv2d_15/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "403 inception_v3/conv2d_15/Conv2D"; -"403 inception_v3/conv2d_15/Conv2D" -> "411 inception_v3/batch_normalization_15/FusedBatchNormV3"; -"404 inception_v3/batch_normalization_15/scale" -> "411 inception_v3/batch_normalization_15/FusedBatchNormV3"; -"405 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inception_v3/activation_15/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"413 inception_v3/activation_15/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "414 inception_v3/activation_15/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"414 inception_v3/activation_15/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "415 inception_v3/activation_15/fake_quantize/AsymmQuant/Abs"; -"415 inception_v3/activation_15/fake_quantize/AsymmQuant/Abs" -> "417 inception_v3/activation_15/fake_quantize/AsymmQuant/add"; -"416 inception_v3/activation_15/fake_quantize/AsymmQuant/add/y" -> "417 inception_v3/activation_15/fake_quantize/AsymmQuant/add"; -"417 inception_v3/activation_15/fake_quantize/AsymmQuant/add" -> "420 inception_v3/activation_15/fake_quantize/AsymmQuant/add_1"; -"418 inception_v3/activation_15/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "419 inception_v3/activation_15/fake_quantize/AsymmQuant/ReadVariableOp"; -"418 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inception_v3/conv2d_16/SymmQuant/Abs"; -"425 inception_v3/conv2d_16/SymmQuant/Abs" -> "427 inception_v3/conv2d_16/SymmQuant/add"; -"426 inception_v3/conv2d_16/SymmQuant/add/y" -> "427 inception_v3/conv2d_16/SymmQuant/add"; -"427 inception_v3/conv2d_16/SymmQuant/add" -> "430 inception_v3/conv2d_16/SymmQuant/mul"; -"427 inception_v3/conv2d_16/SymmQuant/add" -> "433 inception_v3/conv2d_16/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"428 inception_v3/conv2d_16/SymmQuant/mul/ReadVariableOp/resource" -> "429 inception_v3/conv2d_16/SymmQuant/mul/ReadVariableOp"; -"429 inception_v3/conv2d_16/SymmQuant/mul/ReadVariableOp" -> "430 inception_v3/conv2d_16/SymmQuant/mul"; -"430 inception_v3/conv2d_16/SymmQuant/mul" -> "433 inception_v3/conv2d_16/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"431 inception_v3/conv2d_16/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "432 inception_v3/conv2d_16/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"432 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inception_v3/conv2d_13/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"440 inception_v3/conv2d_13/SymmQuant/mul/ReadVariableOp/resource" -> "441 inception_v3/conv2d_13/SymmQuant/mul/ReadVariableOp"; -"441 inception_v3/conv2d_13/SymmQuant/mul/ReadVariableOp" -> "442 inception_v3/conv2d_13/SymmQuant/mul"; -"442 inception_v3/conv2d_13/SymmQuant/mul" -> "445 inception_v3/conv2d_13/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"443 inception_v3/conv2d_13/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "444 inception_v3/conv2d_13/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"444 inception_v3/conv2d_13/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "445 inception_v3/conv2d_13/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"445 inception_v3/conv2d_13/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "446 inception_v3/conv2d_13/Conv2D"; -"446 inception_v3/conv2d_13/Conv2D" -> "462 inception_v3/batch_normalization_13/FusedBatchNormV3"; 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-> "462 inception_v3/batch_normalization_13/FusedBatchNormV3"; -"462 inception_v3/batch_normalization_13/FusedBatchNormV3" -> "465 inception_v3/activation_13/Relu"; -"463 inception_v3/average_pooling2d_1/AvgPool" -> "475 inception_v3/average_pooling2d_1/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"464 inception_v3/activation_16/Relu" -> "485 inception_v3/activation_16/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"465 inception_v3/activation_13/Relu" -> "495 inception_v3/activation_13/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"466 inception_v3/average_pooling2d_1/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "467 inception_v3/average_pooling2d_1/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"467 inception_v3/average_pooling2d_1/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "468 inception_v3/average_pooling2d_1/fake_quantize/AsymmQuant/Abs"; -"468 inception_v3/average_pooling2d_1/fake_quantize/AsymmQuant/Abs" -> "470 inception_v3/average_pooling2d_1/fake_quantize/AsymmQuant/add"; -"469 inception_v3/average_pooling2d_1/fake_quantize/AsymmQuant/add/y" -> "470 inception_v3/average_pooling2d_1/fake_quantize/AsymmQuant/add"; -"470 inception_v3/average_pooling2d_1/fake_quantize/AsymmQuant/add" -> "473 inception_v3/average_pooling2d_1/fake_quantize/AsymmQuant/add_1"; -"471 inception_v3/average_pooling2d_1/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "472 inception_v3/average_pooling2d_1/fake_quantize/AsymmQuant/ReadVariableOp"; -"471 inception_v3/average_pooling2d_1/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "474 inception_v3/average_pooling2d_1/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"472 inception_v3/average_pooling2d_1/fake_quantize/AsymmQuant/ReadVariableOp" -> "473 inception_v3/average_pooling2d_1/fake_quantize/AsymmQuant/add_1"; -"473 inception_v3/average_pooling2d_1/fake_quantize/AsymmQuant/add_1" -> "475 inception_v3/average_pooling2d_1/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"474 inception_v3/average_pooling2d_1/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "475 inception_v3/average_pooling2d_1/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"475 inception_v3/average_pooling2d_1/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "507 inception_v3/conv2d_18/Conv2D"; -"476 inception_v3/activation_16/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "477 inception_v3/activation_16/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"477 inception_v3/activation_16/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "478 inception_v3/activation_16/fake_quantize/AsymmQuant/Abs"; -"478 inception_v3/activation_16/fake_quantize/AsymmQuant/Abs" -> "480 inception_v3/activation_16/fake_quantize/AsymmQuant/add"; -"479 inception_v3/activation_16/fake_quantize/AsymmQuant/add/y" -> "480 inception_v3/activation_16/fake_quantize/AsymmQuant/add"; -"480 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inception_v3/activation_22/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"637 inception_v3/activation_22/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "638 inception_v3/activation_22/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"638 inception_v3/activation_22/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "639 inception_v3/activation_22/fake_quantize/AsymmQuant/Abs"; -"639 inception_v3/activation_22/fake_quantize/AsymmQuant/Abs" -> "641 inception_v3/activation_22/fake_quantize/AsymmQuant/add"; -"640 inception_v3/activation_22/fake_quantize/AsymmQuant/add/y" -> "641 inception_v3/activation_22/fake_quantize/AsymmQuant/add"; -"641 inception_v3/activation_22/fake_quantize/AsymmQuant/add" -> "644 inception_v3/activation_22/fake_quantize/AsymmQuant/add_1"; -"642 inception_v3/activation_22/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "643 inception_v3/activation_22/fake_quantize/AsymmQuant/ReadVariableOp"; -"642 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inception_v3/batch_normalization_23/FusedBatchNormV3" -> "688 inception_v3/activation_23/Relu"; -"679 inception_v3/batch_normalization_20/scale" -> "686 inception_v3/batch_normalization_20/FusedBatchNormV3"; -"680 inception_v3/batch_normalization_20/ReadVariableOp/resource" -> "681 inception_v3/batch_normalization_20/ReadVariableOp"; -"681 inception_v3/batch_normalization_20/ReadVariableOp" -> "686 inception_v3/batch_normalization_20/FusedBatchNormV3"; -"682 inception_v3/batch_normalization_20/FusedBatchNormV3/ReadVariableOp/resource" -> "683 inception_v3/batch_normalization_20/FusedBatchNormV3/ReadVariableOp"; -"683 inception_v3/batch_normalization_20/FusedBatchNormV3/ReadVariableOp" -> "686 inception_v3/batch_normalization_20/FusedBatchNormV3"; -"684 inception_v3/batch_normalization_20/FusedBatchNormV3/ReadVariableOp_1/resource" -> "685 inception_v3/batch_normalization_20/FusedBatchNormV3/ReadVariableOp_1"; -"685 inception_v3/batch_normalization_20/FusedBatchNormV3/ReadVariableOp_1" -> "686 inception_v3/batch_normalization_20/FusedBatchNormV3"; -"686 inception_v3/batch_normalization_20/FusedBatchNormV3" -> "689 inception_v3/activation_20/Relu"; -"687 inception_v3/average_pooling2d_2/AvgPool" -> "699 inception_v3/average_pooling2d_2/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"688 inception_v3/activation_23/Relu" -> "709 inception_v3/activation_23/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"689 inception_v3/activation_20/Relu" -> "719 inception_v3/activation_20/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"690 inception_v3/average_pooling2d_2/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "691 inception_v3/average_pooling2d_2/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"691 inception_v3/average_pooling2d_2/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "692 inception_v3/average_pooling2d_2/fake_quantize/AsymmQuant/Abs"; -"692 inception_v3/average_pooling2d_2/fake_quantize/AsymmQuant/Abs" -> "694 inception_v3/average_pooling2d_2/fake_quantize/AsymmQuant/add"; -"693 inception_v3/average_pooling2d_2/fake_quantize/AsymmQuant/add/y" -> "694 inception_v3/average_pooling2d_2/fake_quantize/AsymmQuant/add"; -"694 inception_v3/average_pooling2d_2/fake_quantize/AsymmQuant/add" -> "697 inception_v3/average_pooling2d_2/fake_quantize/AsymmQuant/add_1"; -"695 inception_v3/average_pooling2d_2/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "696 inception_v3/average_pooling2d_2/fake_quantize/AsymmQuant/ReadVariableOp"; -"695 inception_v3/average_pooling2d_2/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "698 inception_v3/average_pooling2d_2/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"696 inception_v3/average_pooling2d_2/fake_quantize/AsymmQuant/ReadVariableOp" -> "697 inception_v3/average_pooling2d_2/fake_quantize/AsymmQuant/add_1"; -"697 inception_v3/average_pooling2d_2/fake_quantize/AsymmQuant/add_1" -> "699 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-"1123 inception_v3/batch_normalization_32/FusedBatchNormV3/ReadVariableOp" -> "1126 inception_v3/batch_normalization_32/FusedBatchNormV3"; -"1124 inception_v3/batch_normalization_32/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1125 inception_v3/batch_normalization_32/FusedBatchNormV3/ReadVariableOp_1"; -"1125 inception_v3/batch_normalization_32/FusedBatchNormV3/ReadVariableOp_1" -> "1126 inception_v3/batch_normalization_32/FusedBatchNormV3"; -"1126 inception_v3/batch_normalization_32/FusedBatchNormV3" -> "1129 inception_v3/activation_32/Relu"; -"1127 inception_v3/average_pooling2d_3/AvgPool" -> "1139 inception_v3/average_pooling2d_3/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1128 inception_v3/activation_37/Relu" -> "1149 inception_v3/activation_37/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1129 inception_v3/activation_32/Relu" -> "1159 inception_v3/activation_32/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1130 inception_v3/average_pooling2d_3/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1131 inception_v3/average_pooling2d_3/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"1131 inception_v3/average_pooling2d_3/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1132 inception_v3/average_pooling2d_3/fake_quantize/AsymmQuant/Abs"; -"1132 inception_v3/average_pooling2d_3/fake_quantize/AsymmQuant/Abs" -> "1134 inception_v3/average_pooling2d_3/fake_quantize/AsymmQuant/add"; -"1133 inception_v3/average_pooling2d_3/fake_quantize/AsymmQuant/add/y" -> "1134 inception_v3/average_pooling2d_3/fake_quantize/AsymmQuant/add"; -"1134 inception_v3/average_pooling2d_3/fake_quantize/AsymmQuant/add" -> "1137 inception_v3/average_pooling2d_3/fake_quantize/AsymmQuant/add_1"; -"1135 inception_v3/average_pooling2d_3/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1136 inception_v3/average_pooling2d_3/fake_quantize/AsymmQuant/ReadVariableOp"; -"1135 inception_v3/average_pooling2d_3/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1138 inception_v3/average_pooling2d_3/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1136 inception_v3/average_pooling2d_3/fake_quantize/AsymmQuant/ReadVariableOp" -> "1137 inception_v3/average_pooling2d_3/fake_quantize/AsymmQuant/add_1"; -"1137 inception_v3/average_pooling2d_3/fake_quantize/AsymmQuant/add_1" -> "1139 inception_v3/average_pooling2d_3/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1138 inception_v3/average_pooling2d_3/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1139 inception_v3/average_pooling2d_3/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1139 inception_v3/average_pooling2d_3/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1171 inception_v3/conv2d_39/Conv2D"; -"1140 inception_v3/activation_37/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1141 inception_v3/activation_37/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"1141 inception_v3/activation_37/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1142 inception_v3/activation_37/fake_quantize/AsymmQuant/Abs"; -"1142 inception_v3/activation_37/fake_quantize/AsymmQuant/Abs" -> "1144 inception_v3/activation_37/fake_quantize/AsymmQuant/add"; -"1143 inception_v3/activation_37/fake_quantize/AsymmQuant/add/y" -> "1144 inception_v3/activation_37/fake_quantize/AsymmQuant/add"; -"1144 inception_v3/activation_37/fake_quantize/AsymmQuant/add" -> "1147 inception_v3/activation_37/fake_quantize/AsymmQuant/add_1"; -"1145 inception_v3/activation_37/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1146 inception_v3/activation_37/fake_quantize/AsymmQuant/ReadVariableOp"; -"1145 inception_v3/activation_37/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1148 inception_v3/activation_37/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1146 inception_v3/activation_37/fake_quantize/AsymmQuant/ReadVariableOp" -> "1147 inception_v3/activation_37/fake_quantize/AsymmQuant/add_1"; -"1147 inception_v3/activation_37/fake_quantize/AsymmQuant/add_1" -> "1149 inception_v3/activation_37/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1148 inception_v3/activation_37/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1149 inception_v3/activation_37/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1149 inception_v3/activation_37/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1183 inception_v3/conv2d_38/Conv2D"; -"1150 inception_v3/activation_32/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1151 inception_v3/activation_32/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"1151 inception_v3/activation_32/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1152 inception_v3/activation_32/fake_quantize/AsymmQuant/Abs"; -"1152 inception_v3/activation_32/fake_quantize/AsymmQuant/Abs" -> "1154 inception_v3/activation_32/fake_quantize/AsymmQuant/add"; -"1153 inception_v3/activation_32/fake_quantize/AsymmQuant/add/y" -> "1154 inception_v3/activation_32/fake_quantize/AsymmQuant/add"; -"1154 inception_v3/activation_32/fake_quantize/AsymmQuant/add" -> "1157 inception_v3/activation_32/fake_quantize/AsymmQuant/add_1"; -"1155 inception_v3/activation_32/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1156 inception_v3/activation_32/fake_quantize/AsymmQuant/ReadVariableOp"; -"1155 inception_v3/activation_32/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1158 inception_v3/activation_32/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1156 inception_v3/activation_32/fake_quantize/AsymmQuant/ReadVariableOp" -> "1157 inception_v3/activation_32/fake_quantize/AsymmQuant/add_1"; -"1157 inception_v3/activation_32/fake_quantize/AsymmQuant/add_1" -> "1159 inception_v3/activation_32/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1158 inception_v3/activation_32/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1159 inception_v3/activation_32/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1159 inception_v3/activation_32/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1195 inception_v3/conv2d_33/Conv2D"; -"1160 inception_v3/conv2d_39/SymmQuant/Abs/ReadVariableOp/resource" -> "1161 inception_v3/conv2d_39/SymmQuant/Abs/ReadVariableOp"; -"1161 inception_v3/conv2d_39/SymmQuant/Abs/ReadVariableOp" -> "1162 inception_v3/conv2d_39/SymmQuant/Abs"; -"1162 inception_v3/conv2d_39/SymmQuant/Abs" -> "1164 inception_v3/conv2d_39/SymmQuant/add"; -"1163 inception_v3/conv2d_39/SymmQuant/add/y" -> "1164 inception_v3/conv2d_39/SymmQuant/add"; -"1164 inception_v3/conv2d_39/SymmQuant/add" -> "1167 inception_v3/conv2d_39/SymmQuant/mul"; -"1164 inception_v3/conv2d_39/SymmQuant/add" -> "1170 inception_v3/conv2d_39/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1165 inception_v3/conv2d_39/SymmQuant/mul/ReadVariableOp/resource" -> "1166 inception_v3/conv2d_39/SymmQuant/mul/ReadVariableOp"; -"1166 inception_v3/conv2d_39/SymmQuant/mul/ReadVariableOp" -> "1167 inception_v3/conv2d_39/SymmQuant/mul"; -"1167 inception_v3/conv2d_39/SymmQuant/mul" -> "1170 inception_v3/conv2d_39/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1168 inception_v3/conv2d_39/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1169 inception_v3/conv2d_39/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1169 inception_v3/conv2d_39/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1170 inception_v3/conv2d_39/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1170 inception_v3/conv2d_39/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1171 inception_v3/conv2d_39/Conv2D"; -"1171 inception_v3/conv2d_39/Conv2D" -> "1215 inception_v3/batch_normalization_39/FusedBatchNormV3"; -"1172 inception_v3/conv2d_38/SymmQuant/Abs/ReadVariableOp/resource" -> "1173 inception_v3/conv2d_38/SymmQuant/Abs/ReadVariableOp"; -"1173 inception_v3/conv2d_38/SymmQuant/Abs/ReadVariableOp" -> "1174 inception_v3/conv2d_38/SymmQuant/Abs"; -"1174 inception_v3/conv2d_38/SymmQuant/Abs" -> "1176 inception_v3/conv2d_38/SymmQuant/add"; -"1175 inception_v3/conv2d_38/SymmQuant/add/y" -> "1176 inception_v3/conv2d_38/SymmQuant/add"; -"1176 inception_v3/conv2d_38/SymmQuant/add" -> "1179 inception_v3/conv2d_38/SymmQuant/mul"; -"1176 inception_v3/conv2d_38/SymmQuant/add" -> "1182 inception_v3/conv2d_38/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1177 inception_v3/conv2d_38/SymmQuant/mul/ReadVariableOp/resource" -> "1178 inception_v3/conv2d_38/SymmQuant/mul/ReadVariableOp"; -"1178 inception_v3/conv2d_38/SymmQuant/mul/ReadVariableOp" -> "1179 inception_v3/conv2d_38/SymmQuant/mul"; -"1179 inception_v3/conv2d_38/SymmQuant/mul" -> "1182 inception_v3/conv2d_38/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1180 inception_v3/conv2d_38/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1181 inception_v3/conv2d_38/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1181 inception_v3/conv2d_38/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1182 inception_v3/conv2d_38/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1182 inception_v3/conv2d_38/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1183 inception_v3/conv2d_38/Conv2D"; -"1183 inception_v3/conv2d_38/Conv2D" -> "1223 inception_v3/batch_normalization_38/FusedBatchNormV3"; -"1184 inception_v3/conv2d_33/SymmQuant/Abs/ReadVariableOp/resource" -> "1185 inception_v3/conv2d_33/SymmQuant/Abs/ReadVariableOp"; -"1185 inception_v3/conv2d_33/SymmQuant/Abs/ReadVariableOp" -> "1186 inception_v3/conv2d_33/SymmQuant/Abs"; -"1186 inception_v3/conv2d_33/SymmQuant/Abs" -> "1188 inception_v3/conv2d_33/SymmQuant/add"; -"1187 inception_v3/conv2d_33/SymmQuant/add/y" -> "1188 inception_v3/conv2d_33/SymmQuant/add"; -"1188 inception_v3/conv2d_33/SymmQuant/add" -> "1191 inception_v3/conv2d_33/SymmQuant/mul"; -"1188 inception_v3/conv2d_33/SymmQuant/add" -> "1194 inception_v3/conv2d_33/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1189 inception_v3/conv2d_33/SymmQuant/mul/ReadVariableOp/resource" -> "1190 inception_v3/conv2d_33/SymmQuant/mul/ReadVariableOp"; -"1190 inception_v3/conv2d_33/SymmQuant/mul/ReadVariableOp" -> "1191 inception_v3/conv2d_33/SymmQuant/mul"; -"1191 inception_v3/conv2d_33/SymmQuant/mul" -> "1194 inception_v3/conv2d_33/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1192 inception_v3/conv2d_33/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1193 inception_v3/conv2d_33/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1193 inception_v3/conv2d_33/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1194 inception_v3/conv2d_33/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1194 inception_v3/conv2d_33/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1195 inception_v3/conv2d_33/Conv2D"; -"1195 inception_v3/conv2d_33/Conv2D" -> "1231 inception_v3/batch_normalization_33/FusedBatchNormV3"; -"1196 inception_v3/conv2d_30/SymmQuant/Abs/ReadVariableOp/resource" -> "1197 inception_v3/conv2d_30/SymmQuant/Abs/ReadVariableOp"; -"1197 inception_v3/conv2d_30/SymmQuant/Abs/ReadVariableOp" -> "1198 inception_v3/conv2d_30/SymmQuant/Abs"; -"1198 inception_v3/conv2d_30/SymmQuant/Abs" -> "1200 inception_v3/conv2d_30/SymmQuant/add"; -"1199 inception_v3/conv2d_30/SymmQuant/add/y" -> "1200 inception_v3/conv2d_30/SymmQuant/add"; -"1200 inception_v3/conv2d_30/SymmQuant/add" -> "1203 inception_v3/conv2d_30/SymmQuant/mul"; -"1200 inception_v3/conv2d_30/SymmQuant/add" -> "1206 inception_v3/conv2d_30/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1201 inception_v3/conv2d_30/SymmQuant/mul/ReadVariableOp/resource" -> "1202 inception_v3/conv2d_30/SymmQuant/mul/ReadVariableOp"; -"1202 inception_v3/conv2d_30/SymmQuant/mul/ReadVariableOp" -> "1203 inception_v3/conv2d_30/SymmQuant/mul"; -"1203 inception_v3/conv2d_30/SymmQuant/mul" -> "1206 inception_v3/conv2d_30/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1204 inception_v3/conv2d_30/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1205 inception_v3/conv2d_30/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1205 inception_v3/conv2d_30/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1206 inception_v3/conv2d_30/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1206 inception_v3/conv2d_30/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1207 inception_v3/conv2d_30/Conv2D"; -"1207 inception_v3/conv2d_30/Conv2D" -> "1239 inception_v3/batch_normalization_30/FusedBatchNormV3"; -"1208 inception_v3/batch_normalization_39/scale" -> "1215 inception_v3/batch_normalization_39/FusedBatchNormV3"; -"1209 inception_v3/batch_normalization_39/ReadVariableOp/resource" -> "1210 inception_v3/batch_normalization_39/ReadVariableOp"; -"1210 inception_v3/batch_normalization_39/ReadVariableOp" -> "1215 inception_v3/batch_normalization_39/FusedBatchNormV3"; -"1211 inception_v3/batch_normalization_39/FusedBatchNormV3/ReadVariableOp/resource" -> "1212 inception_v3/batch_normalization_39/FusedBatchNormV3/ReadVariableOp"; -"1212 inception_v3/batch_normalization_39/FusedBatchNormV3/ReadVariableOp" -> "1215 inception_v3/batch_normalization_39/FusedBatchNormV3"; -"1213 inception_v3/batch_normalization_39/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1214 inception_v3/batch_normalization_39/FusedBatchNormV3/ReadVariableOp_1"; -"1214 inception_v3/batch_normalization_39/FusedBatchNormV3/ReadVariableOp_1" -> "1215 inception_v3/batch_normalization_39/FusedBatchNormV3"; -"1215 inception_v3/batch_normalization_39/FusedBatchNormV3" -> "1240 inception_v3/activation_39/Relu"; -"1216 inception_v3/batch_normalization_38/scale" -> "1223 inception_v3/batch_normalization_38/FusedBatchNormV3"; -"1217 inception_v3/batch_normalization_38/ReadVariableOp/resource" -> "1218 inception_v3/batch_normalization_38/ReadVariableOp"; -"1218 inception_v3/batch_normalization_38/ReadVariableOp" -> "1223 inception_v3/batch_normalization_38/FusedBatchNormV3"; -"1219 inception_v3/batch_normalization_38/FusedBatchNormV3/ReadVariableOp/resource" -> "1220 inception_v3/batch_normalization_38/FusedBatchNormV3/ReadVariableOp"; -"1220 inception_v3/batch_normalization_38/FusedBatchNormV3/ReadVariableOp" -> "1223 inception_v3/batch_normalization_38/FusedBatchNormV3"; -"1221 inception_v3/batch_normalization_38/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1222 inception_v3/batch_normalization_38/FusedBatchNormV3/ReadVariableOp_1"; -"1222 inception_v3/batch_normalization_38/FusedBatchNormV3/ReadVariableOp_1" -> "1223 inception_v3/batch_normalization_38/FusedBatchNormV3"; -"1223 inception_v3/batch_normalization_38/FusedBatchNormV3" -> "1241 inception_v3/activation_38/Relu"; -"1224 inception_v3/batch_normalization_33/scale" -> "1231 inception_v3/batch_normalization_33/FusedBatchNormV3"; -"1225 inception_v3/batch_normalization_33/ReadVariableOp/resource" -> "1226 inception_v3/batch_normalization_33/ReadVariableOp"; -"1226 inception_v3/batch_normalization_33/ReadVariableOp" -> "1231 inception_v3/batch_normalization_33/FusedBatchNormV3"; -"1227 inception_v3/batch_normalization_33/FusedBatchNormV3/ReadVariableOp/resource" -> "1228 inception_v3/batch_normalization_33/FusedBatchNormV3/ReadVariableOp"; -"1228 inception_v3/batch_normalization_33/FusedBatchNormV3/ReadVariableOp" -> "1231 inception_v3/batch_normalization_33/FusedBatchNormV3"; -"1229 inception_v3/batch_normalization_33/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1230 inception_v3/batch_normalization_33/FusedBatchNormV3/ReadVariableOp_1"; -"1230 inception_v3/batch_normalization_33/FusedBatchNormV3/ReadVariableOp_1" -> "1231 inception_v3/batch_normalization_33/FusedBatchNormV3"; -"1231 inception_v3/batch_normalization_33/FusedBatchNormV3" -> "1242 inception_v3/activation_33/Relu"; -"1232 inception_v3/batch_normalization_30/scale" -> "1239 inception_v3/batch_normalization_30/FusedBatchNormV3"; -"1233 inception_v3/batch_normalization_30/ReadVariableOp/resource" -> "1234 inception_v3/batch_normalization_30/ReadVariableOp"; -"1234 inception_v3/batch_normalization_30/ReadVariableOp" -> "1239 inception_v3/batch_normalization_30/FusedBatchNormV3"; -"1235 inception_v3/batch_normalization_30/FusedBatchNormV3/ReadVariableOp/resource" -> "1236 inception_v3/batch_normalization_30/FusedBatchNormV3/ReadVariableOp"; -"1236 inception_v3/batch_normalization_30/FusedBatchNormV3/ReadVariableOp" -> "1239 inception_v3/batch_normalization_30/FusedBatchNormV3"; -"1237 inception_v3/batch_normalization_30/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1238 inception_v3/batch_normalization_30/FusedBatchNormV3/ReadVariableOp_1"; -"1238 inception_v3/batch_normalization_30/FusedBatchNormV3/ReadVariableOp_1" -> "1239 inception_v3/batch_normalization_30/FusedBatchNormV3"; -"1239 inception_v3/batch_normalization_30/FusedBatchNormV3" -> "1243 inception_v3/activation_30/Relu"; -"1240 inception_v3/activation_39/Relu" -> "1277 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars"; -"1241 inception_v3/activation_38/Relu" -> "1269 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars"; -"1242 inception_v3/activation_33/Relu" -> "1261 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars"; -"1243 inception_v3/activation_30/Relu" -> "1253 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars"; -"1244 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp/resource" -> "1245 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp"; -"1244 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp/resource" -> "1254 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/Abs/ReadVariableOp"; -"1244 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp/resource" -> "1262 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/Abs/ReadVariableOp"; -"1244 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp/resource" -> "1270 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/Abs/ReadVariableOp"; -"1245 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp" -> "1246 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/Abs"; -"1246 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/Abs" -> "1248 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/add"; -"1247 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/add/y" -> "1248 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/add"; -"1248 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/add" -> "1251 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/add_1"; -"1249 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "1250 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp"; -"1249 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "1252 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1249 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "1258 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/ReadVariableOp"; -"1249 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "1260 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1249 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "1266 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/ReadVariableOp"; -"1249 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "1268 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1249 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "1274 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/ReadVariableOp"; -"1249 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "1276 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1250 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp" -> "1251 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/add_1"; -"1251 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/add_1" -> "1253 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars"; -"1252 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1253 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars"; -"1253 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars" -> "1279 inception_v3/mixed4/concat"; -"1254 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/Abs/ReadVariableOp" -> "1255 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/Abs"; -"1255 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/Abs" -> "1257 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/add"; -"1256 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/add/y" -> "1257 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/add"; -"1257 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/add" -> "1259 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/add_1"; -"1258 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/ReadVariableOp" -> "1259 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/add_1"; -"1259 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/add_1" -> "1261 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars"; -"1260 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1261 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars"; -"1261 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars" -> "1279 inception_v3/mixed4/concat"; -"1262 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/Abs/ReadVariableOp" -> "1263 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/Abs"; -"1263 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/Abs" -> "1265 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/add"; -"1264 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/add/y" -> "1265 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/add"; -"1265 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/add" -> "1267 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/add_1"; -"1266 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/ReadVariableOp" -> "1267 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/add_1"; -"1267 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/add_1" -> "1269 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars"; -"1268 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1269 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars"; -"1269 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars" -> "1279 inception_v3/mixed4/concat"; -"1270 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/Abs/ReadVariableOp" -> "1271 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/Abs"; -"1271 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/Abs" -> "1273 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/add"; -"1272 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/add/y" -> "1273 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/add"; -"1273 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/add" -> "1275 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/add_1"; -"1274 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/ReadVariableOp" -> "1275 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/add_1"; -"1275 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/add_1" -> "1277 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars"; -"1276 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1277 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars"; -"1277 inception_v3/activation_30/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars" -> "1279 inception_v3/mixed4/concat"; -"1278 inception_v3/mixed4/concat/axis" -> "1279 inception_v3/mixed4/concat"; -"1279 inception_v3/mixed4/concat" -> "1291 inception_v3/conv2d_44/Conv2D"; -"1279 inception_v3/mixed4/concat" -> "1365 inception_v3/conv2d_41/Conv2D"; -"1279 inception_v3/mixed4/concat" -> "1444 inception_v3/average_pooling2d_4/AvgPool"; -"1279 inception_v3/mixed4/concat" -> "1524 inception_v3/conv2d_40/Conv2D"; -"1280 inception_v3/conv2d_44/SymmQuant/Abs/ReadVariableOp/resource" -> "1281 inception_v3/conv2d_44/SymmQuant/Abs/ReadVariableOp"; -"1281 inception_v3/conv2d_44/SymmQuant/Abs/ReadVariableOp" -> "1282 inception_v3/conv2d_44/SymmQuant/Abs"; -"1282 inception_v3/conv2d_44/SymmQuant/Abs" -> "1284 inception_v3/conv2d_44/SymmQuant/add"; -"1283 inception_v3/conv2d_44/SymmQuant/add/y" -> "1284 inception_v3/conv2d_44/SymmQuant/add"; -"1284 inception_v3/conv2d_44/SymmQuant/add" -> "1287 inception_v3/conv2d_44/SymmQuant/mul"; -"1284 inception_v3/conv2d_44/SymmQuant/add" -> "1290 inception_v3/conv2d_44/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1285 inception_v3/conv2d_44/SymmQuant/mul/ReadVariableOp/resource" -> "1286 inception_v3/conv2d_44/SymmQuant/mul/ReadVariableOp"; -"1286 inception_v3/conv2d_44/SymmQuant/mul/ReadVariableOp" -> "1287 inception_v3/conv2d_44/SymmQuant/mul"; -"1287 inception_v3/conv2d_44/SymmQuant/mul" -> "1290 inception_v3/conv2d_44/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1288 inception_v3/conv2d_44/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1289 inception_v3/conv2d_44/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1289 inception_v3/conv2d_44/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1290 inception_v3/conv2d_44/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1290 inception_v3/conv2d_44/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1291 inception_v3/conv2d_44/Conv2D"; -"1291 inception_v3/conv2d_44/Conv2D" -> "1299 inception_v3/batch_normalization_44/FusedBatchNormV3"; -"1292 inception_v3/batch_normalization_44/scale" -> "1299 inception_v3/batch_normalization_44/FusedBatchNormV3"; -"1293 inception_v3/batch_normalization_44/ReadVariableOp/resource" -> "1294 inception_v3/batch_normalization_44/ReadVariableOp"; -"1294 inception_v3/batch_normalization_44/ReadVariableOp" -> "1299 inception_v3/batch_normalization_44/FusedBatchNormV3"; -"1295 inception_v3/batch_normalization_44/FusedBatchNormV3/ReadVariableOp/resource" -> "1296 inception_v3/batch_normalization_44/FusedBatchNormV3/ReadVariableOp"; -"1296 inception_v3/batch_normalization_44/FusedBatchNormV3/ReadVariableOp" -> "1299 inception_v3/batch_normalization_44/FusedBatchNormV3"; -"1297 inception_v3/batch_normalization_44/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1298 inception_v3/batch_normalization_44/FusedBatchNormV3/ReadVariableOp_1"; -"1298 inception_v3/batch_normalization_44/FusedBatchNormV3/ReadVariableOp_1" -> "1299 inception_v3/batch_normalization_44/FusedBatchNormV3"; -"1299 inception_v3/batch_normalization_44/FusedBatchNormV3" -> "1300 inception_v3/activation_44/Relu"; -"1300 inception_v3/activation_44/Relu" -> "1310 inception_v3/activation_44/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1301 inception_v3/activation_44/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1302 inception_v3/activation_44/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"1302 inception_v3/activation_44/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1303 inception_v3/activation_44/fake_quantize/AsymmQuant/Abs"; -"1303 inception_v3/activation_44/fake_quantize/AsymmQuant/Abs" -> "1305 inception_v3/activation_44/fake_quantize/AsymmQuant/add"; -"1304 inception_v3/activation_44/fake_quantize/AsymmQuant/add/y" -> "1305 inception_v3/activation_44/fake_quantize/AsymmQuant/add"; -"1305 inception_v3/activation_44/fake_quantize/AsymmQuant/add" -> "1308 inception_v3/activation_44/fake_quantize/AsymmQuant/add_1"; -"1306 inception_v3/activation_44/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1307 inception_v3/activation_44/fake_quantize/AsymmQuant/ReadVariableOp"; -"1306 inception_v3/activation_44/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1309 inception_v3/activation_44/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1307 inception_v3/activation_44/fake_quantize/AsymmQuant/ReadVariableOp" -> "1308 inception_v3/activation_44/fake_quantize/AsymmQuant/add_1"; -"1308 inception_v3/activation_44/fake_quantize/AsymmQuant/add_1" -> "1310 inception_v3/activation_44/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1309 inception_v3/activation_44/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1310 inception_v3/activation_44/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1310 inception_v3/activation_44/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1322 inception_v3/conv2d_45/Conv2D"; -"1311 inception_v3/conv2d_45/SymmQuant/Abs/ReadVariableOp/resource" -> "1312 inception_v3/conv2d_45/SymmQuant/Abs/ReadVariableOp"; -"1312 inception_v3/conv2d_45/SymmQuant/Abs/ReadVariableOp" -> "1313 inception_v3/conv2d_45/SymmQuant/Abs"; -"1313 inception_v3/conv2d_45/SymmQuant/Abs" -> "1315 inception_v3/conv2d_45/SymmQuant/add"; -"1314 inception_v3/conv2d_45/SymmQuant/add/y" -> "1315 inception_v3/conv2d_45/SymmQuant/add"; -"1315 inception_v3/conv2d_45/SymmQuant/add" -> "1318 inception_v3/conv2d_45/SymmQuant/mul"; -"1315 inception_v3/conv2d_45/SymmQuant/add" -> "1321 inception_v3/conv2d_45/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1316 inception_v3/conv2d_45/SymmQuant/mul/ReadVariableOp/resource" -> "1317 inception_v3/conv2d_45/SymmQuant/mul/ReadVariableOp"; -"1317 inception_v3/conv2d_45/SymmQuant/mul/ReadVariableOp" -> "1318 inception_v3/conv2d_45/SymmQuant/mul"; -"1318 inception_v3/conv2d_45/SymmQuant/mul" -> "1321 inception_v3/conv2d_45/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1319 inception_v3/conv2d_45/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1320 inception_v3/conv2d_45/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1320 inception_v3/conv2d_45/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1321 inception_v3/conv2d_45/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1321 inception_v3/conv2d_45/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1322 inception_v3/conv2d_45/Conv2D"; -"1322 inception_v3/conv2d_45/Conv2D" -> "1330 inception_v3/batch_normalization_45/FusedBatchNormV3"; -"1323 inception_v3/batch_normalization_45/scale" -> "1330 inception_v3/batch_normalization_45/FusedBatchNormV3"; -"1324 inception_v3/batch_normalization_45/ReadVariableOp/resource" -> "1325 inception_v3/batch_normalization_45/ReadVariableOp"; -"1325 inception_v3/batch_normalization_45/ReadVariableOp" -> "1330 inception_v3/batch_normalization_45/FusedBatchNormV3"; -"1326 inception_v3/batch_normalization_45/FusedBatchNormV3/ReadVariableOp/resource" -> "1327 inception_v3/batch_normalization_45/FusedBatchNormV3/ReadVariableOp"; -"1327 inception_v3/batch_normalization_45/FusedBatchNormV3/ReadVariableOp" -> "1330 inception_v3/batch_normalization_45/FusedBatchNormV3"; -"1328 inception_v3/batch_normalization_45/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1329 inception_v3/batch_normalization_45/FusedBatchNormV3/ReadVariableOp_1"; -"1329 inception_v3/batch_normalization_45/FusedBatchNormV3/ReadVariableOp_1" -> "1330 inception_v3/batch_normalization_45/FusedBatchNormV3"; -"1330 inception_v3/batch_normalization_45/FusedBatchNormV3" -> "1331 inception_v3/activation_45/Relu"; -"1331 inception_v3/activation_45/Relu" -> "1341 inception_v3/activation_45/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1332 inception_v3/activation_45/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1333 inception_v3/activation_45/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"1333 inception_v3/activation_45/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1334 inception_v3/activation_45/fake_quantize/AsymmQuant/Abs"; -"1334 inception_v3/activation_45/fake_quantize/AsymmQuant/Abs" -> "1336 inception_v3/activation_45/fake_quantize/AsymmQuant/add"; -"1335 inception_v3/activation_45/fake_quantize/AsymmQuant/add/y" -> "1336 inception_v3/activation_45/fake_quantize/AsymmQuant/add"; -"1336 inception_v3/activation_45/fake_quantize/AsymmQuant/add" -> "1339 inception_v3/activation_45/fake_quantize/AsymmQuant/add_1"; -"1337 inception_v3/activation_45/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1338 inception_v3/activation_45/fake_quantize/AsymmQuant/ReadVariableOp"; -"1337 inception_v3/activation_45/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1340 inception_v3/activation_45/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1338 inception_v3/activation_45/fake_quantize/AsymmQuant/ReadVariableOp" -> "1339 inception_v3/activation_45/fake_quantize/AsymmQuant/add_1"; -"1339 inception_v3/activation_45/fake_quantize/AsymmQuant/add_1" -> "1341 inception_v3/activation_45/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1340 inception_v3/activation_45/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1341 inception_v3/activation_45/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1341 inception_v3/activation_45/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1353 inception_v3/conv2d_46/Conv2D"; -"1342 inception_v3/conv2d_46/SymmQuant/Abs/ReadVariableOp/resource" -> "1343 inception_v3/conv2d_46/SymmQuant/Abs/ReadVariableOp"; -"1343 inception_v3/conv2d_46/SymmQuant/Abs/ReadVariableOp" -> "1344 inception_v3/conv2d_46/SymmQuant/Abs"; -"1344 inception_v3/conv2d_46/SymmQuant/Abs" -> "1346 inception_v3/conv2d_46/SymmQuant/add"; -"1345 inception_v3/conv2d_46/SymmQuant/add/y" -> "1346 inception_v3/conv2d_46/SymmQuant/add"; -"1346 inception_v3/conv2d_46/SymmQuant/add" -> "1349 inception_v3/conv2d_46/SymmQuant/mul"; -"1346 inception_v3/conv2d_46/SymmQuant/add" -> "1352 inception_v3/conv2d_46/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1347 inception_v3/conv2d_46/SymmQuant/mul/ReadVariableOp/resource" -> "1348 inception_v3/conv2d_46/SymmQuant/mul/ReadVariableOp"; -"1348 inception_v3/conv2d_46/SymmQuant/mul/ReadVariableOp" -> "1349 inception_v3/conv2d_46/SymmQuant/mul"; -"1349 inception_v3/conv2d_46/SymmQuant/mul" -> "1352 inception_v3/conv2d_46/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1350 inception_v3/conv2d_46/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1351 inception_v3/conv2d_46/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1351 inception_v3/conv2d_46/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1352 inception_v3/conv2d_46/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1352 inception_v3/conv2d_46/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1353 inception_v3/conv2d_46/Conv2D"; -"1353 inception_v3/conv2d_46/Conv2D" -> "1373 inception_v3/batch_normalization_46/FusedBatchNormV3"; -"1354 inception_v3/conv2d_41/SymmQuant/Abs/ReadVariableOp/resource" -> "1355 inception_v3/conv2d_41/SymmQuant/Abs/ReadVariableOp"; -"1355 inception_v3/conv2d_41/SymmQuant/Abs/ReadVariableOp" -> "1356 inception_v3/conv2d_41/SymmQuant/Abs"; -"1356 inception_v3/conv2d_41/SymmQuant/Abs" -> "1358 inception_v3/conv2d_41/SymmQuant/add"; -"1357 inception_v3/conv2d_41/SymmQuant/add/y" -> "1358 inception_v3/conv2d_41/SymmQuant/add"; -"1358 inception_v3/conv2d_41/SymmQuant/add" -> "1361 inception_v3/conv2d_41/SymmQuant/mul"; -"1358 inception_v3/conv2d_41/SymmQuant/add" -> "1364 inception_v3/conv2d_41/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1359 inception_v3/conv2d_41/SymmQuant/mul/ReadVariableOp/resource" -> "1360 inception_v3/conv2d_41/SymmQuant/mul/ReadVariableOp"; -"1360 inception_v3/conv2d_41/SymmQuant/mul/ReadVariableOp" -> "1361 inception_v3/conv2d_41/SymmQuant/mul"; -"1361 inception_v3/conv2d_41/SymmQuant/mul" -> "1364 inception_v3/conv2d_41/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1362 inception_v3/conv2d_41/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1363 inception_v3/conv2d_41/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1363 inception_v3/conv2d_41/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1364 inception_v3/conv2d_41/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1364 inception_v3/conv2d_41/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1365 inception_v3/conv2d_41/Conv2D"; -"1365 inception_v3/conv2d_41/Conv2D" -> "1381 inception_v3/batch_normalization_41/FusedBatchNormV3"; -"1366 inception_v3/batch_normalization_46/scale" -> "1373 inception_v3/batch_normalization_46/FusedBatchNormV3"; -"1367 inception_v3/batch_normalization_46/ReadVariableOp/resource" -> "1368 inception_v3/batch_normalization_46/ReadVariableOp"; -"1368 inception_v3/batch_normalization_46/ReadVariableOp" -> "1373 inception_v3/batch_normalization_46/FusedBatchNormV3"; -"1369 inception_v3/batch_normalization_46/FusedBatchNormV3/ReadVariableOp/resource" -> "1370 inception_v3/batch_normalization_46/FusedBatchNormV3/ReadVariableOp"; 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inception_v3/conv2d_42/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1424 inception_v3/conv2d_42/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1425 inception_v3/conv2d_42/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1425 inception_v3/conv2d_42/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1426 inception_v3/conv2d_42/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1426 inception_v3/conv2d_42/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1427 inception_v3/conv2d_42/Conv2D"; -"1427 inception_v3/conv2d_42/Conv2D" -> "1443 inception_v3/batch_normalization_42/FusedBatchNormV3"; -"1428 inception_v3/batch_normalization_47/scale" -> "1435 inception_v3/batch_normalization_47/FusedBatchNormV3"; -"1429 inception_v3/batch_normalization_47/ReadVariableOp/resource" -> "1430 inception_v3/batch_normalization_47/ReadVariableOp"; -"1430 inception_v3/batch_normalization_47/ReadVariableOp" -> "1435 inception_v3/batch_normalization_47/FusedBatchNormV3"; -"1431 inception_v3/batch_normalization_47/FusedBatchNormV3/ReadVariableOp/resource" -> "1432 inception_v3/batch_normalization_47/FusedBatchNormV3/ReadVariableOp"; -"1432 inception_v3/batch_normalization_47/FusedBatchNormV3/ReadVariableOp" -> "1435 inception_v3/batch_normalization_47/FusedBatchNormV3"; -"1433 inception_v3/batch_normalization_47/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1434 inception_v3/batch_normalization_47/FusedBatchNormV3/ReadVariableOp_1"; -"1434 inception_v3/batch_normalization_47/FusedBatchNormV3/ReadVariableOp_1" -> "1435 inception_v3/batch_normalization_47/FusedBatchNormV3"; -"1435 inception_v3/batch_normalization_47/FusedBatchNormV3" -> "1445 inception_v3/activation_47/Relu"; -"1436 inception_v3/batch_normalization_42/scale" -> "1443 inception_v3/batch_normalization_42/FusedBatchNormV3"; -"1437 inception_v3/batch_normalization_42/ReadVariableOp/resource" -> "1438 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"1487 inception_v3/conv2d_49/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1487 inception_v3/conv2d_49/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1488 inception_v3/conv2d_49/Conv2D"; -"1488 inception_v3/conv2d_49/Conv2D" -> "1532 inception_v3/batch_normalization_49/FusedBatchNormV3"; -"1489 inception_v3/conv2d_48/SymmQuant/Abs/ReadVariableOp/resource" -> "1490 inception_v3/conv2d_48/SymmQuant/Abs/ReadVariableOp"; -"1490 inception_v3/conv2d_48/SymmQuant/Abs/ReadVariableOp" -> "1491 inception_v3/conv2d_48/SymmQuant/Abs"; -"1491 inception_v3/conv2d_48/SymmQuant/Abs" -> "1493 inception_v3/conv2d_48/SymmQuant/add"; -"1492 inception_v3/conv2d_48/SymmQuant/add/y" -> "1493 inception_v3/conv2d_48/SymmQuant/add"; -"1493 inception_v3/conv2d_48/SymmQuant/add" -> "1496 inception_v3/conv2d_48/SymmQuant/mul"; -"1493 inception_v3/conv2d_48/SymmQuant/add" -> "1499 inception_v3/conv2d_48/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1494 inception_v3/conv2d_48/SymmQuant/mul/ReadVariableOp/resource" -> "1495 inception_v3/conv2d_48/SymmQuant/mul/ReadVariableOp"; -"1495 inception_v3/conv2d_48/SymmQuant/mul/ReadVariableOp" -> "1496 inception_v3/conv2d_48/SymmQuant/mul"; -"1496 inception_v3/conv2d_48/SymmQuant/mul" -> "1499 inception_v3/conv2d_48/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1497 inception_v3/conv2d_48/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1498 inception_v3/conv2d_48/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1498 inception_v3/conv2d_48/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1499 inception_v3/conv2d_48/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1499 inception_v3/conv2d_48/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1500 inception_v3/conv2d_48/Conv2D"; -"1500 inception_v3/conv2d_48/Conv2D" -> "1540 inception_v3/batch_normalization_48/FusedBatchNormV3"; -"1501 inception_v3/conv2d_43/SymmQuant/Abs/ReadVariableOp/resource" -> "1502 inception_v3/conv2d_43/SymmQuant/Abs/ReadVariableOp"; -"1502 inception_v3/conv2d_43/SymmQuant/Abs/ReadVariableOp" -> "1503 inception_v3/conv2d_43/SymmQuant/Abs"; -"1503 inception_v3/conv2d_43/SymmQuant/Abs" -> "1505 inception_v3/conv2d_43/SymmQuant/add"; -"1504 inception_v3/conv2d_43/SymmQuant/add/y" -> "1505 inception_v3/conv2d_43/SymmQuant/add"; -"1505 inception_v3/conv2d_43/SymmQuant/add" -> "1508 inception_v3/conv2d_43/SymmQuant/mul"; -"1505 inception_v3/conv2d_43/SymmQuant/add" -> "1511 inception_v3/conv2d_43/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1506 inception_v3/conv2d_43/SymmQuant/mul/ReadVariableOp/resource" -> "1507 inception_v3/conv2d_43/SymmQuant/mul/ReadVariableOp"; -"1507 inception_v3/conv2d_43/SymmQuant/mul/ReadVariableOp" -> "1508 inception_v3/conv2d_43/SymmQuant/mul"; -"1508 inception_v3/conv2d_43/SymmQuant/mul" -> "1511 inception_v3/conv2d_43/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1509 inception_v3/conv2d_43/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1510 inception_v3/conv2d_43/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1510 inception_v3/conv2d_43/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1511 inception_v3/conv2d_43/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1511 inception_v3/conv2d_43/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1512 inception_v3/conv2d_43/Conv2D"; -"1512 inception_v3/conv2d_43/Conv2D" -> "1548 inception_v3/batch_normalization_43/FusedBatchNormV3"; -"1513 inception_v3/conv2d_40/SymmQuant/Abs/ReadVariableOp/resource" -> "1514 inception_v3/conv2d_40/SymmQuant/Abs/ReadVariableOp"; -"1514 inception_v3/conv2d_40/SymmQuant/Abs/ReadVariableOp" -> "1515 inception_v3/conv2d_40/SymmQuant/Abs"; -"1515 inception_v3/conv2d_40/SymmQuant/Abs" -> "1517 inception_v3/conv2d_40/SymmQuant/add"; -"1516 inception_v3/conv2d_40/SymmQuant/add/y" -> "1517 inception_v3/conv2d_40/SymmQuant/add"; -"1517 inception_v3/conv2d_40/SymmQuant/add" -> "1520 inception_v3/conv2d_40/SymmQuant/mul"; -"1517 inception_v3/conv2d_40/SymmQuant/add" -> "1523 inception_v3/conv2d_40/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1518 inception_v3/conv2d_40/SymmQuant/mul/ReadVariableOp/resource" -> "1519 inception_v3/conv2d_40/SymmQuant/mul/ReadVariableOp"; -"1519 inception_v3/conv2d_40/SymmQuant/mul/ReadVariableOp" -> "1520 inception_v3/conv2d_40/SymmQuant/mul"; -"1520 inception_v3/conv2d_40/SymmQuant/mul" -> "1523 inception_v3/conv2d_40/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1521 inception_v3/conv2d_40/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1522 inception_v3/conv2d_40/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1522 inception_v3/conv2d_40/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1523 inception_v3/conv2d_40/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1523 inception_v3/conv2d_40/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1524 inception_v3/conv2d_40/Conv2D"; -"1524 inception_v3/conv2d_40/Conv2D" -> "1556 inception_v3/batch_normalization_40/FusedBatchNormV3"; -"1525 inception_v3/batch_normalization_49/scale" -> "1532 inception_v3/batch_normalization_49/FusedBatchNormV3"; -"1526 inception_v3/batch_normalization_49/ReadVariableOp/resource" -> "1527 inception_v3/batch_normalization_49/ReadVariableOp"; -"1527 inception_v3/batch_normalization_49/ReadVariableOp" -> "1532 inception_v3/batch_normalization_49/FusedBatchNormV3"; -"1528 inception_v3/batch_normalization_49/FusedBatchNormV3/ReadVariableOp/resource" -> "1529 inception_v3/batch_normalization_49/FusedBatchNormV3/ReadVariableOp"; -"1529 inception_v3/batch_normalization_49/FusedBatchNormV3/ReadVariableOp" -> "1532 inception_v3/batch_normalization_49/FusedBatchNormV3"; -"1530 inception_v3/batch_normalization_49/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1531 inception_v3/batch_normalization_49/FusedBatchNormV3/ReadVariableOp_1"; -"1531 inception_v3/batch_normalization_49/FusedBatchNormV3/ReadVariableOp_1" -> "1532 inception_v3/batch_normalization_49/FusedBatchNormV3"; -"1532 inception_v3/batch_normalization_49/FusedBatchNormV3" -> "1557 inception_v3/activation_49/Relu"; -"1533 inception_v3/batch_normalization_48/scale" -> "1540 inception_v3/batch_normalization_48/FusedBatchNormV3"; -"1534 inception_v3/batch_normalization_48/ReadVariableOp/resource" -> "1535 inception_v3/batch_normalization_48/ReadVariableOp"; -"1535 inception_v3/batch_normalization_48/ReadVariableOp" -> "1540 inception_v3/batch_normalization_48/FusedBatchNormV3"; -"1536 inception_v3/batch_normalization_48/FusedBatchNormV3/ReadVariableOp/resource" -> "1537 inception_v3/batch_normalization_48/FusedBatchNormV3/ReadVariableOp"; -"1537 inception_v3/batch_normalization_48/FusedBatchNormV3/ReadVariableOp" -> "1540 inception_v3/batch_normalization_48/FusedBatchNormV3"; -"1538 inception_v3/batch_normalization_48/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1539 inception_v3/batch_normalization_48/FusedBatchNormV3/ReadVariableOp_1"; -"1539 inception_v3/batch_normalization_48/FusedBatchNormV3/ReadVariableOp_1" -> "1540 inception_v3/batch_normalization_48/FusedBatchNormV3"; -"1540 inception_v3/batch_normalization_48/FusedBatchNormV3" -> "1558 inception_v3/activation_48/Relu"; -"1541 inception_v3/batch_normalization_43/scale" -> "1548 inception_v3/batch_normalization_43/FusedBatchNormV3"; -"1542 inception_v3/batch_normalization_43/ReadVariableOp/resource" -> "1543 inception_v3/batch_normalization_43/ReadVariableOp"; -"1543 inception_v3/batch_normalization_43/ReadVariableOp" -> "1548 inception_v3/batch_normalization_43/FusedBatchNormV3"; -"1544 inception_v3/batch_normalization_43/FusedBatchNormV3/ReadVariableOp/resource" -> "1545 inception_v3/batch_normalization_43/FusedBatchNormV3/ReadVariableOp"; -"1545 inception_v3/batch_normalization_43/FusedBatchNormV3/ReadVariableOp" -> "1548 inception_v3/batch_normalization_43/FusedBatchNormV3"; -"1546 inception_v3/batch_normalization_43/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1547 inception_v3/batch_normalization_43/FusedBatchNormV3/ReadVariableOp_1"; -"1547 inception_v3/batch_normalization_43/FusedBatchNormV3/ReadVariableOp_1" -> "1548 inception_v3/batch_normalization_43/FusedBatchNormV3"; -"1548 inception_v3/batch_normalization_43/FusedBatchNormV3" -> "1559 inception_v3/activation_43/Relu"; -"1549 inception_v3/batch_normalization_40/scale" -> "1556 inception_v3/batch_normalization_40/FusedBatchNormV3"; -"1550 inception_v3/batch_normalization_40/ReadVariableOp/resource" -> "1551 inception_v3/batch_normalization_40/ReadVariableOp"; -"1551 inception_v3/batch_normalization_40/ReadVariableOp" -> "1556 inception_v3/batch_normalization_40/FusedBatchNormV3"; -"1552 inception_v3/batch_normalization_40/FusedBatchNormV3/ReadVariableOp/resource" -> "1553 inception_v3/batch_normalization_40/FusedBatchNormV3/ReadVariableOp"; -"1553 inception_v3/batch_normalization_40/FusedBatchNormV3/ReadVariableOp" -> "1556 inception_v3/batch_normalization_40/FusedBatchNormV3"; -"1554 inception_v3/batch_normalization_40/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1555 inception_v3/batch_normalization_40/FusedBatchNormV3/ReadVariableOp_1"; -"1555 inception_v3/batch_normalization_40/FusedBatchNormV3/ReadVariableOp_1" -> "1556 inception_v3/batch_normalization_40/FusedBatchNormV3"; -"1556 inception_v3/batch_normalization_40/FusedBatchNormV3" -> "1560 inception_v3/activation_40/Relu"; -"1557 inception_v3/activation_49/Relu" -> "1594 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars"; -"1558 inception_v3/activation_48/Relu" -> "1586 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars"; -"1559 inception_v3/activation_43/Relu" -> "1578 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars"; -"1560 inception_v3/activation_40/Relu" -> "1570 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars"; -"1561 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp/resource" -> "1562 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp"; -"1561 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp/resource" -> "1571 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_1/Abs/ReadVariableOp"; -"1561 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp/resource" -> "1579 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_2/Abs/ReadVariableOp"; -"1561 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp/resource" -> "1587 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_3/Abs/ReadVariableOp"; -"1562 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp" -> "1563 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/Abs"; -"1563 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/Abs" -> "1565 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/add"; -"1564 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/add/y" -> "1565 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/add"; -"1565 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/add" -> "1568 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/add_1"; -"1566 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "1567 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp"; -"1566 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "1569 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1566 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "1575 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_1/ReadVariableOp"; -"1566 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "1577 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1566 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "1583 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_2/ReadVariableOp"; -"1566 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "1585 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1566 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "1591 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_3/ReadVariableOp"; -"1566 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "1593 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1567 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp" -> "1568 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/add_1"; -"1568 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/add_1" -> "1570 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars"; -"1569 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1570 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars"; -"1570 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars" -> "1596 inception_v3/mixed5/concat"; -"1571 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_1/Abs/ReadVariableOp" -> "1572 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_1/Abs"; -"1572 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_1/Abs" -> "1574 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_1/add"; -"1573 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_1/add/y" -> "1574 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_1/add"; -"1574 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_1/add" -> "1576 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_1/add_1"; -"1575 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_1/ReadVariableOp" -> "1576 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_1/add_1"; -"1576 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_1/add_1" -> "1578 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars"; -"1577 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1578 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars"; -"1578 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars" -> "1596 inception_v3/mixed5/concat"; -"1579 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_2/Abs/ReadVariableOp" -> "1580 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_2/Abs"; -"1580 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_2/Abs" -> "1582 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_2/add"; -"1581 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_2/add/y" -> "1582 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_2/add"; -"1582 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_2/add" -> "1584 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_2/add_1"; -"1583 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_2/ReadVariableOp" -> "1584 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_2/add_1"; -"1584 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_2/add_1" -> "1586 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars"; -"1585 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1586 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars"; -"1586 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars" -> "1596 inception_v3/mixed5/concat"; -"1587 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_3/Abs/ReadVariableOp" -> "1588 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_3/Abs"; -"1588 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_3/Abs" -> "1590 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_3/add"; -"1589 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_3/add/y" -> "1590 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_3/add"; -"1590 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_3/add" -> "1592 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_3/add_1"; -"1591 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_3/ReadVariableOp" -> "1592 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_3/add_1"; -"1592 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_3/add_1" -> "1594 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars"; -"1593 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1594 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars"; -"1594 inception_v3/activation_40/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars" -> "1596 inception_v3/mixed5/concat"; -"1595 inception_v3/mixed5/concat/axis" -> "1596 inception_v3/mixed5/concat"; -"1596 inception_v3/mixed5/concat" -> "1608 inception_v3/conv2d_54/Conv2D"; -"1596 inception_v3/mixed5/concat" -> "1682 inception_v3/conv2d_51/Conv2D"; -"1596 inception_v3/mixed5/concat" -> "1761 inception_v3/average_pooling2d_5/AvgPool"; -"1596 inception_v3/mixed5/concat" -> "1841 inception_v3/conv2d_50/Conv2D"; -"1597 inception_v3/conv2d_54/SymmQuant/Abs/ReadVariableOp/resource" -> "1598 inception_v3/conv2d_54/SymmQuant/Abs/ReadVariableOp"; -"1598 inception_v3/conv2d_54/SymmQuant/Abs/ReadVariableOp" -> "1599 inception_v3/conv2d_54/SymmQuant/Abs"; -"1599 inception_v3/conv2d_54/SymmQuant/Abs" -> "1601 inception_v3/conv2d_54/SymmQuant/add"; -"1600 inception_v3/conv2d_54/SymmQuant/add/y" -> "1601 inception_v3/conv2d_54/SymmQuant/add"; -"1601 inception_v3/conv2d_54/SymmQuant/add" -> "1604 inception_v3/conv2d_54/SymmQuant/mul"; -"1601 inception_v3/conv2d_54/SymmQuant/add" -> "1607 inception_v3/conv2d_54/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1602 inception_v3/conv2d_54/SymmQuant/mul/ReadVariableOp/resource" -> "1603 inception_v3/conv2d_54/SymmQuant/mul/ReadVariableOp"; -"1603 inception_v3/conv2d_54/SymmQuant/mul/ReadVariableOp" -> "1604 inception_v3/conv2d_54/SymmQuant/mul"; -"1604 inception_v3/conv2d_54/SymmQuant/mul" -> "1607 inception_v3/conv2d_54/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1605 inception_v3/conv2d_54/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1606 inception_v3/conv2d_54/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1606 inception_v3/conv2d_54/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1607 inception_v3/conv2d_54/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1607 inception_v3/conv2d_54/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1608 inception_v3/conv2d_54/Conv2D"; -"1608 inception_v3/conv2d_54/Conv2D" -> "1616 inception_v3/batch_normalization_54/FusedBatchNormV3"; -"1609 inception_v3/batch_normalization_54/scale" -> "1616 inception_v3/batch_normalization_54/FusedBatchNormV3"; -"1610 inception_v3/batch_normalization_54/ReadVariableOp/resource" -> "1611 inception_v3/batch_normalization_54/ReadVariableOp"; -"1611 inception_v3/batch_normalization_54/ReadVariableOp" -> "1616 inception_v3/batch_normalization_54/FusedBatchNormV3"; -"1612 inception_v3/batch_normalization_54/FusedBatchNormV3/ReadVariableOp/resource" -> "1613 inception_v3/batch_normalization_54/FusedBatchNormV3/ReadVariableOp"; -"1613 inception_v3/batch_normalization_54/FusedBatchNormV3/ReadVariableOp" -> "1616 inception_v3/batch_normalization_54/FusedBatchNormV3"; -"1614 inception_v3/batch_normalization_54/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1615 inception_v3/batch_normalization_54/FusedBatchNormV3/ReadVariableOp_1"; -"1615 inception_v3/batch_normalization_54/FusedBatchNormV3/ReadVariableOp_1" -> "1616 inception_v3/batch_normalization_54/FusedBatchNormV3"; -"1616 inception_v3/batch_normalization_54/FusedBatchNormV3" -> "1617 inception_v3/activation_54/Relu"; -"1617 inception_v3/activation_54/Relu" -> "1627 inception_v3/activation_54/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1618 inception_v3/activation_54/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1619 inception_v3/activation_54/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"1619 inception_v3/activation_54/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1620 inception_v3/activation_54/fake_quantize/AsymmQuant/Abs"; -"1620 inception_v3/activation_54/fake_quantize/AsymmQuant/Abs" -> "1622 inception_v3/activation_54/fake_quantize/AsymmQuant/add"; -"1621 inception_v3/activation_54/fake_quantize/AsymmQuant/add/y" -> "1622 inception_v3/activation_54/fake_quantize/AsymmQuant/add"; -"1622 inception_v3/activation_54/fake_quantize/AsymmQuant/add" -> "1625 inception_v3/activation_54/fake_quantize/AsymmQuant/add_1"; -"1623 inception_v3/activation_54/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1624 inception_v3/activation_54/fake_quantize/AsymmQuant/ReadVariableOp"; -"1623 inception_v3/activation_54/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1626 inception_v3/activation_54/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1624 inception_v3/activation_54/fake_quantize/AsymmQuant/ReadVariableOp" -> "1625 inception_v3/activation_54/fake_quantize/AsymmQuant/add_1"; -"1625 inception_v3/activation_54/fake_quantize/AsymmQuant/add_1" -> "1627 inception_v3/activation_54/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1626 inception_v3/activation_54/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1627 inception_v3/activation_54/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1627 inception_v3/activation_54/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1639 inception_v3/conv2d_55/Conv2D"; -"1628 inception_v3/conv2d_55/SymmQuant/Abs/ReadVariableOp/resource" -> "1629 inception_v3/conv2d_55/SymmQuant/Abs/ReadVariableOp"; -"1629 inception_v3/conv2d_55/SymmQuant/Abs/ReadVariableOp" -> "1630 inception_v3/conv2d_55/SymmQuant/Abs"; -"1630 inception_v3/conv2d_55/SymmQuant/Abs" -> "1632 inception_v3/conv2d_55/SymmQuant/add"; -"1631 inception_v3/conv2d_55/SymmQuant/add/y" -> "1632 inception_v3/conv2d_55/SymmQuant/add"; -"1632 inception_v3/conv2d_55/SymmQuant/add" -> "1635 inception_v3/conv2d_55/SymmQuant/mul"; -"1632 inception_v3/conv2d_55/SymmQuant/add" -> "1638 inception_v3/conv2d_55/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1633 inception_v3/conv2d_55/SymmQuant/mul/ReadVariableOp/resource" -> "1634 inception_v3/conv2d_55/SymmQuant/mul/ReadVariableOp"; -"1634 inception_v3/conv2d_55/SymmQuant/mul/ReadVariableOp" -> "1635 inception_v3/conv2d_55/SymmQuant/mul"; -"1635 inception_v3/conv2d_55/SymmQuant/mul" -> "1638 inception_v3/conv2d_55/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1636 inception_v3/conv2d_55/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1637 inception_v3/conv2d_55/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1637 inception_v3/conv2d_55/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1638 inception_v3/conv2d_55/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1638 inception_v3/conv2d_55/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1639 inception_v3/conv2d_55/Conv2D"; -"1639 inception_v3/conv2d_55/Conv2D" -> "1647 inception_v3/batch_normalization_55/FusedBatchNormV3"; -"1640 inception_v3/batch_normalization_55/scale" -> "1647 inception_v3/batch_normalization_55/FusedBatchNormV3"; -"1641 inception_v3/batch_normalization_55/ReadVariableOp/resource" -> "1642 inception_v3/batch_normalization_55/ReadVariableOp"; -"1642 inception_v3/batch_normalization_55/ReadVariableOp" -> "1647 inception_v3/batch_normalization_55/FusedBatchNormV3"; -"1643 inception_v3/batch_normalization_55/FusedBatchNormV3/ReadVariableOp/resource" -> "1644 inception_v3/batch_normalization_55/FusedBatchNormV3/ReadVariableOp"; -"1644 inception_v3/batch_normalization_55/FusedBatchNormV3/ReadVariableOp" -> "1647 inception_v3/batch_normalization_55/FusedBatchNormV3"; -"1645 inception_v3/batch_normalization_55/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1646 inception_v3/batch_normalization_55/FusedBatchNormV3/ReadVariableOp_1"; -"1646 inception_v3/batch_normalization_55/FusedBatchNormV3/ReadVariableOp_1" -> "1647 inception_v3/batch_normalization_55/FusedBatchNormV3"; -"1647 inception_v3/batch_normalization_55/FusedBatchNormV3" -> "1648 inception_v3/activation_55/Relu"; -"1648 inception_v3/activation_55/Relu" -> "1658 inception_v3/activation_55/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1649 inception_v3/activation_55/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1650 inception_v3/activation_55/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"1650 inception_v3/activation_55/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1651 inception_v3/activation_55/fake_quantize/AsymmQuant/Abs"; -"1651 inception_v3/activation_55/fake_quantize/AsymmQuant/Abs" -> "1653 inception_v3/activation_55/fake_quantize/AsymmQuant/add"; -"1652 inception_v3/activation_55/fake_quantize/AsymmQuant/add/y" -> "1653 inception_v3/activation_55/fake_quantize/AsymmQuant/add"; -"1653 inception_v3/activation_55/fake_quantize/AsymmQuant/add" -> "1656 inception_v3/activation_55/fake_quantize/AsymmQuant/add_1"; -"1654 inception_v3/activation_55/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1655 inception_v3/activation_55/fake_quantize/AsymmQuant/ReadVariableOp"; -"1654 inception_v3/activation_55/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1657 inception_v3/activation_55/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1655 inception_v3/activation_55/fake_quantize/AsymmQuant/ReadVariableOp" -> "1656 inception_v3/activation_55/fake_quantize/AsymmQuant/add_1"; -"1656 inception_v3/activation_55/fake_quantize/AsymmQuant/add_1" -> "1658 inception_v3/activation_55/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1657 inception_v3/activation_55/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1658 inception_v3/activation_55/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1658 inception_v3/activation_55/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1670 inception_v3/conv2d_56/Conv2D"; -"1659 inception_v3/conv2d_56/SymmQuant/Abs/ReadVariableOp/resource" -> "1660 inception_v3/conv2d_56/SymmQuant/Abs/ReadVariableOp"; -"1660 inception_v3/conv2d_56/SymmQuant/Abs/ReadVariableOp" -> "1661 inception_v3/conv2d_56/SymmQuant/Abs"; -"1661 inception_v3/conv2d_56/SymmQuant/Abs" -> "1663 inception_v3/conv2d_56/SymmQuant/add"; -"1662 inception_v3/conv2d_56/SymmQuant/add/y" -> "1663 inception_v3/conv2d_56/SymmQuant/add"; -"1663 inception_v3/conv2d_56/SymmQuant/add" -> "1666 inception_v3/conv2d_56/SymmQuant/mul"; -"1663 inception_v3/conv2d_56/SymmQuant/add" -> "1669 inception_v3/conv2d_56/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1664 inception_v3/conv2d_56/SymmQuant/mul/ReadVariableOp/resource" -> "1665 inception_v3/conv2d_56/SymmQuant/mul/ReadVariableOp"; -"1665 inception_v3/conv2d_56/SymmQuant/mul/ReadVariableOp" -> "1666 inception_v3/conv2d_56/SymmQuant/mul"; -"1666 inception_v3/conv2d_56/SymmQuant/mul" -> "1669 inception_v3/conv2d_56/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1667 inception_v3/conv2d_56/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1668 inception_v3/conv2d_56/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1668 inception_v3/conv2d_56/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1669 inception_v3/conv2d_56/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1669 inception_v3/conv2d_56/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1670 inception_v3/conv2d_56/Conv2D"; -"1670 inception_v3/conv2d_56/Conv2D" -> "1690 inception_v3/batch_normalization_56/FusedBatchNormV3"; -"1671 inception_v3/conv2d_51/SymmQuant/Abs/ReadVariableOp/resource" -> "1672 inception_v3/conv2d_51/SymmQuant/Abs/ReadVariableOp"; -"1672 inception_v3/conv2d_51/SymmQuant/Abs/ReadVariableOp" -> "1673 inception_v3/conv2d_51/SymmQuant/Abs"; -"1673 inception_v3/conv2d_51/SymmQuant/Abs" -> "1675 inception_v3/conv2d_51/SymmQuant/add"; -"1674 inception_v3/conv2d_51/SymmQuant/add/y" -> "1675 inception_v3/conv2d_51/SymmQuant/add"; -"1675 inception_v3/conv2d_51/SymmQuant/add" -> "1678 inception_v3/conv2d_51/SymmQuant/mul"; -"1675 inception_v3/conv2d_51/SymmQuant/add" -> "1681 inception_v3/conv2d_51/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1676 inception_v3/conv2d_51/SymmQuant/mul/ReadVariableOp/resource" -> "1677 inception_v3/conv2d_51/SymmQuant/mul/ReadVariableOp"; -"1677 inception_v3/conv2d_51/SymmQuant/mul/ReadVariableOp" -> "1678 inception_v3/conv2d_51/SymmQuant/mul"; -"1678 inception_v3/conv2d_51/SymmQuant/mul" -> "1681 inception_v3/conv2d_51/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1679 inception_v3/conv2d_51/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1680 inception_v3/conv2d_51/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1680 inception_v3/conv2d_51/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1681 inception_v3/conv2d_51/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1681 inception_v3/conv2d_51/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1682 inception_v3/conv2d_51/Conv2D"; -"1682 inception_v3/conv2d_51/Conv2D" -> "1698 inception_v3/batch_normalization_51/FusedBatchNormV3"; -"1683 inception_v3/batch_normalization_56/scale" -> "1690 inception_v3/batch_normalization_56/FusedBatchNormV3"; -"1684 inception_v3/batch_normalization_56/ReadVariableOp/resource" -> "1685 inception_v3/batch_normalization_56/ReadVariableOp"; -"1685 inception_v3/batch_normalization_56/ReadVariableOp" -> "1690 inception_v3/batch_normalization_56/FusedBatchNormV3"; -"1686 inception_v3/batch_normalization_56/FusedBatchNormV3/ReadVariableOp/resource" -> "1687 inception_v3/batch_normalization_56/FusedBatchNormV3/ReadVariableOp"; -"1687 inception_v3/batch_normalization_56/FusedBatchNormV3/ReadVariableOp" -> "1690 inception_v3/batch_normalization_56/FusedBatchNormV3"; -"1688 inception_v3/batch_normalization_56/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1689 inception_v3/batch_normalization_56/FusedBatchNormV3/ReadVariableOp_1"; -"1689 inception_v3/batch_normalization_56/FusedBatchNormV3/ReadVariableOp_1" -> "1690 inception_v3/batch_normalization_56/FusedBatchNormV3"; -"1690 inception_v3/batch_normalization_56/FusedBatchNormV3" -> "1699 inception_v3/activation_56/Relu"; -"1691 inception_v3/batch_normalization_51/scale" -> "1698 inception_v3/batch_normalization_51/FusedBatchNormV3"; -"1692 inception_v3/batch_normalization_51/ReadVariableOp/resource" -> "1693 inception_v3/batch_normalization_51/ReadVariableOp"; -"1693 inception_v3/batch_normalization_51/ReadVariableOp" -> "1698 inception_v3/batch_normalization_51/FusedBatchNormV3"; -"1694 inception_v3/batch_normalization_51/FusedBatchNormV3/ReadVariableOp/resource" -> "1695 inception_v3/batch_normalization_51/FusedBatchNormV3/ReadVariableOp"; -"1695 inception_v3/batch_normalization_51/FusedBatchNormV3/ReadVariableOp" -> "1698 inception_v3/batch_normalization_51/FusedBatchNormV3"; -"1696 inception_v3/batch_normalization_51/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1697 inception_v3/batch_normalization_51/FusedBatchNormV3/ReadVariableOp_1"; -"1697 inception_v3/batch_normalization_51/FusedBatchNormV3/ReadVariableOp_1" -> "1698 inception_v3/batch_normalization_51/FusedBatchNormV3"; -"1698 inception_v3/batch_normalization_51/FusedBatchNormV3" -> "1700 inception_v3/activation_51/Relu"; -"1699 inception_v3/activation_56/Relu" -> "1710 inception_v3/activation_56/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1700 inception_v3/activation_51/Relu" -> "1720 inception_v3/activation_51/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1701 inception_v3/activation_56/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1702 inception_v3/activation_56/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"1702 inception_v3/activation_56/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1703 inception_v3/activation_56/fake_quantize/AsymmQuant/Abs"; -"1703 inception_v3/activation_56/fake_quantize/AsymmQuant/Abs" -> "1705 inception_v3/activation_56/fake_quantize/AsymmQuant/add"; -"1704 inception_v3/activation_56/fake_quantize/AsymmQuant/add/y" -> "1705 inception_v3/activation_56/fake_quantize/AsymmQuant/add"; -"1705 inception_v3/activation_56/fake_quantize/AsymmQuant/add" -> "1708 inception_v3/activation_56/fake_quantize/AsymmQuant/add_1"; -"1706 inception_v3/activation_56/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1707 inception_v3/activation_56/fake_quantize/AsymmQuant/ReadVariableOp"; -"1706 inception_v3/activation_56/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1709 inception_v3/activation_56/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1707 inception_v3/activation_56/fake_quantize/AsymmQuant/ReadVariableOp" -> "1708 inception_v3/activation_56/fake_quantize/AsymmQuant/add_1"; -"1708 inception_v3/activation_56/fake_quantize/AsymmQuant/add_1" -> "1710 inception_v3/activation_56/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1709 inception_v3/activation_56/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1710 inception_v3/activation_56/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1710 inception_v3/activation_56/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1732 inception_v3/conv2d_57/Conv2D"; -"1711 inception_v3/activation_51/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1712 inception_v3/activation_51/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"1712 inception_v3/activation_51/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1713 inception_v3/activation_51/fake_quantize/AsymmQuant/Abs"; -"1713 inception_v3/activation_51/fake_quantize/AsymmQuant/Abs" -> "1715 inception_v3/activation_51/fake_quantize/AsymmQuant/add"; -"1714 inception_v3/activation_51/fake_quantize/AsymmQuant/add/y" -> "1715 inception_v3/activation_51/fake_quantize/AsymmQuant/add"; -"1715 inception_v3/activation_51/fake_quantize/AsymmQuant/add" -> "1718 inception_v3/activation_51/fake_quantize/AsymmQuant/add_1"; -"1716 inception_v3/activation_51/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1717 inception_v3/activation_51/fake_quantize/AsymmQuant/ReadVariableOp"; -"1716 inception_v3/activation_51/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1719 inception_v3/activation_51/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1717 inception_v3/activation_51/fake_quantize/AsymmQuant/ReadVariableOp" -> "1718 inception_v3/activation_51/fake_quantize/AsymmQuant/add_1"; -"1718 inception_v3/activation_51/fake_quantize/AsymmQuant/add_1" -> "1720 inception_v3/activation_51/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1719 inception_v3/activation_51/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1720 inception_v3/activation_51/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1720 inception_v3/activation_51/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1744 inception_v3/conv2d_52/Conv2D"; -"1721 inception_v3/conv2d_57/SymmQuant/Abs/ReadVariableOp/resource" -> "1722 inception_v3/conv2d_57/SymmQuant/Abs/ReadVariableOp"; -"1722 inception_v3/conv2d_57/SymmQuant/Abs/ReadVariableOp" -> "1723 inception_v3/conv2d_57/SymmQuant/Abs"; -"1723 inception_v3/conv2d_57/SymmQuant/Abs" -> "1725 inception_v3/conv2d_57/SymmQuant/add"; -"1724 inception_v3/conv2d_57/SymmQuant/add/y" -> "1725 inception_v3/conv2d_57/SymmQuant/add"; -"1725 inception_v3/conv2d_57/SymmQuant/add" -> "1728 inception_v3/conv2d_57/SymmQuant/mul"; -"1725 inception_v3/conv2d_57/SymmQuant/add" -> "1731 inception_v3/conv2d_57/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1726 inception_v3/conv2d_57/SymmQuant/mul/ReadVariableOp/resource" -> "1727 inception_v3/conv2d_57/SymmQuant/mul/ReadVariableOp"; -"1727 inception_v3/conv2d_57/SymmQuant/mul/ReadVariableOp" -> "1728 inception_v3/conv2d_57/SymmQuant/mul"; -"1728 inception_v3/conv2d_57/SymmQuant/mul" -> "1731 inception_v3/conv2d_57/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1729 inception_v3/conv2d_57/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1730 inception_v3/conv2d_57/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1730 inception_v3/conv2d_57/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1731 inception_v3/conv2d_57/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1731 inception_v3/conv2d_57/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1732 inception_v3/conv2d_57/Conv2D"; -"1732 inception_v3/conv2d_57/Conv2D" -> "1752 inception_v3/batch_normalization_57/FusedBatchNormV3"; -"1733 inception_v3/conv2d_52/SymmQuant/Abs/ReadVariableOp/resource" -> "1734 inception_v3/conv2d_52/SymmQuant/Abs/ReadVariableOp"; -"1734 inception_v3/conv2d_52/SymmQuant/Abs/ReadVariableOp" -> "1735 inception_v3/conv2d_52/SymmQuant/Abs"; -"1735 inception_v3/conv2d_52/SymmQuant/Abs" -> "1737 inception_v3/conv2d_52/SymmQuant/add"; -"1736 inception_v3/conv2d_52/SymmQuant/add/y" -> "1737 inception_v3/conv2d_52/SymmQuant/add"; -"1737 inception_v3/conv2d_52/SymmQuant/add" -> "1740 inception_v3/conv2d_52/SymmQuant/mul"; -"1737 inception_v3/conv2d_52/SymmQuant/add" -> "1743 inception_v3/conv2d_52/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1738 inception_v3/conv2d_52/SymmQuant/mul/ReadVariableOp/resource" -> "1739 inception_v3/conv2d_52/SymmQuant/mul/ReadVariableOp"; -"1739 inception_v3/conv2d_52/SymmQuant/mul/ReadVariableOp" -> "1740 inception_v3/conv2d_52/SymmQuant/mul"; -"1740 inception_v3/conv2d_52/SymmQuant/mul" -> "1743 inception_v3/conv2d_52/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1741 inception_v3/conv2d_52/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1742 inception_v3/conv2d_52/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1742 inception_v3/conv2d_52/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1743 inception_v3/conv2d_52/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1743 inception_v3/conv2d_52/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1744 inception_v3/conv2d_52/Conv2D"; -"1744 inception_v3/conv2d_52/Conv2D" -> "1760 inception_v3/batch_normalization_52/FusedBatchNormV3"; -"1745 inception_v3/batch_normalization_57/scale" -> "1752 inception_v3/batch_normalization_57/FusedBatchNormV3"; -"1746 inception_v3/batch_normalization_57/ReadVariableOp/resource" -> "1747 inception_v3/batch_normalization_57/ReadVariableOp"; -"1747 inception_v3/batch_normalization_57/ReadVariableOp" -> "1752 inception_v3/batch_normalization_57/FusedBatchNormV3"; -"1748 inception_v3/batch_normalization_57/FusedBatchNormV3/ReadVariableOp/resource" -> "1749 inception_v3/batch_normalization_57/FusedBatchNormV3/ReadVariableOp"; -"1749 inception_v3/batch_normalization_57/FusedBatchNormV3/ReadVariableOp" -> "1752 inception_v3/batch_normalization_57/FusedBatchNormV3"; -"1750 inception_v3/batch_normalization_57/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1751 inception_v3/batch_normalization_57/FusedBatchNormV3/ReadVariableOp_1"; -"1751 inception_v3/batch_normalization_57/FusedBatchNormV3/ReadVariableOp_1" -> "1752 inception_v3/batch_normalization_57/FusedBatchNormV3"; -"1752 inception_v3/batch_normalization_57/FusedBatchNormV3" -> "1762 inception_v3/activation_57/Relu"; -"1753 inception_v3/batch_normalization_52/scale" -> "1760 inception_v3/batch_normalization_52/FusedBatchNormV3"; -"1754 inception_v3/batch_normalization_52/ReadVariableOp/resource" -> "1755 inception_v3/batch_normalization_52/ReadVariableOp"; -"1755 inception_v3/batch_normalization_52/ReadVariableOp" -> "1760 inception_v3/batch_normalization_52/FusedBatchNormV3"; -"1756 inception_v3/batch_normalization_52/FusedBatchNormV3/ReadVariableOp/resource" -> "1757 inception_v3/batch_normalization_52/FusedBatchNormV3/ReadVariableOp"; -"1757 inception_v3/batch_normalization_52/FusedBatchNormV3/ReadVariableOp" -> "1760 inception_v3/batch_normalization_52/FusedBatchNormV3"; -"1758 inception_v3/batch_normalization_52/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1759 inception_v3/batch_normalization_52/FusedBatchNormV3/ReadVariableOp_1"; -"1759 inception_v3/batch_normalization_52/FusedBatchNormV3/ReadVariableOp_1" -> "1760 inception_v3/batch_normalization_52/FusedBatchNormV3"; -"1760 inception_v3/batch_normalization_52/FusedBatchNormV3" -> "1763 inception_v3/activation_52/Relu"; -"1761 inception_v3/average_pooling2d_5/AvgPool" -> "1773 inception_v3/average_pooling2d_5/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1762 inception_v3/activation_57/Relu" -> "1783 inception_v3/activation_57/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1763 inception_v3/activation_52/Relu" -> "1793 inception_v3/activation_52/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1764 inception_v3/average_pooling2d_5/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1765 inception_v3/average_pooling2d_5/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"1765 inception_v3/average_pooling2d_5/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1766 inception_v3/average_pooling2d_5/fake_quantize/AsymmQuant/Abs"; -"1766 inception_v3/average_pooling2d_5/fake_quantize/AsymmQuant/Abs" -> "1768 inception_v3/average_pooling2d_5/fake_quantize/AsymmQuant/add"; -"1767 inception_v3/average_pooling2d_5/fake_quantize/AsymmQuant/add/y" -> "1768 inception_v3/average_pooling2d_5/fake_quantize/AsymmQuant/add"; -"1768 inception_v3/average_pooling2d_5/fake_quantize/AsymmQuant/add" -> "1771 inception_v3/average_pooling2d_5/fake_quantize/AsymmQuant/add_1"; -"1769 inception_v3/average_pooling2d_5/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1770 inception_v3/average_pooling2d_5/fake_quantize/AsymmQuant/ReadVariableOp"; -"1769 inception_v3/average_pooling2d_5/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1772 inception_v3/average_pooling2d_5/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1770 inception_v3/average_pooling2d_5/fake_quantize/AsymmQuant/ReadVariableOp" -> "1771 inception_v3/average_pooling2d_5/fake_quantize/AsymmQuant/add_1"; -"1771 inception_v3/average_pooling2d_5/fake_quantize/AsymmQuant/add_1" -> "1773 inception_v3/average_pooling2d_5/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1772 inception_v3/average_pooling2d_5/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1773 inception_v3/average_pooling2d_5/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1773 inception_v3/average_pooling2d_5/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1805 inception_v3/conv2d_59/Conv2D"; -"1774 inception_v3/activation_57/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1775 inception_v3/activation_57/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"1775 inception_v3/activation_57/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1776 inception_v3/activation_57/fake_quantize/AsymmQuant/Abs"; -"1776 inception_v3/activation_57/fake_quantize/AsymmQuant/Abs" -> "1778 inception_v3/activation_57/fake_quantize/AsymmQuant/add"; -"1777 inception_v3/activation_57/fake_quantize/AsymmQuant/add/y" -> "1778 inception_v3/activation_57/fake_quantize/AsymmQuant/add"; -"1778 inception_v3/activation_57/fake_quantize/AsymmQuant/add" -> "1781 inception_v3/activation_57/fake_quantize/AsymmQuant/add_1"; -"1779 inception_v3/activation_57/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1780 inception_v3/activation_57/fake_quantize/AsymmQuant/ReadVariableOp"; -"1779 inception_v3/activation_57/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1782 inception_v3/activation_57/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1780 inception_v3/activation_57/fake_quantize/AsymmQuant/ReadVariableOp" -> "1781 inception_v3/activation_57/fake_quantize/AsymmQuant/add_1"; -"1781 inception_v3/activation_57/fake_quantize/AsymmQuant/add_1" -> "1783 inception_v3/activation_57/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1782 inception_v3/activation_57/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1783 inception_v3/activation_57/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1783 inception_v3/activation_57/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1817 inception_v3/conv2d_58/Conv2D"; -"1784 inception_v3/activation_52/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1785 inception_v3/activation_52/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"1785 inception_v3/activation_52/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1786 inception_v3/activation_52/fake_quantize/AsymmQuant/Abs"; -"1786 inception_v3/activation_52/fake_quantize/AsymmQuant/Abs" -> "1788 inception_v3/activation_52/fake_quantize/AsymmQuant/add"; -"1787 inception_v3/activation_52/fake_quantize/AsymmQuant/add/y" -> "1788 inception_v3/activation_52/fake_quantize/AsymmQuant/add"; -"1788 inception_v3/activation_52/fake_quantize/AsymmQuant/add" -> "1791 inception_v3/activation_52/fake_quantize/AsymmQuant/add_1"; -"1789 inception_v3/activation_52/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1790 inception_v3/activation_52/fake_quantize/AsymmQuant/ReadVariableOp"; -"1789 inception_v3/activation_52/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1792 inception_v3/activation_52/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1790 inception_v3/activation_52/fake_quantize/AsymmQuant/ReadVariableOp" -> "1791 inception_v3/activation_52/fake_quantize/AsymmQuant/add_1"; -"1791 inception_v3/activation_52/fake_quantize/AsymmQuant/add_1" -> "1793 inception_v3/activation_52/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1792 inception_v3/activation_52/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1793 inception_v3/activation_52/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1793 inception_v3/activation_52/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1829 inception_v3/conv2d_53/Conv2D"; -"1794 inception_v3/conv2d_59/SymmQuant/Abs/ReadVariableOp/resource" -> "1795 inception_v3/conv2d_59/SymmQuant/Abs/ReadVariableOp"; -"1795 inception_v3/conv2d_59/SymmQuant/Abs/ReadVariableOp" -> "1796 inception_v3/conv2d_59/SymmQuant/Abs"; -"1796 inception_v3/conv2d_59/SymmQuant/Abs" -> "1798 inception_v3/conv2d_59/SymmQuant/add"; -"1797 inception_v3/conv2d_59/SymmQuant/add/y" -> "1798 inception_v3/conv2d_59/SymmQuant/add"; -"1798 inception_v3/conv2d_59/SymmQuant/add" -> "1801 inception_v3/conv2d_59/SymmQuant/mul"; -"1798 inception_v3/conv2d_59/SymmQuant/add" -> "1804 inception_v3/conv2d_59/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1799 inception_v3/conv2d_59/SymmQuant/mul/ReadVariableOp/resource" -> "1800 inception_v3/conv2d_59/SymmQuant/mul/ReadVariableOp"; -"1800 inception_v3/conv2d_59/SymmQuant/mul/ReadVariableOp" -> "1801 inception_v3/conv2d_59/SymmQuant/mul"; -"1801 inception_v3/conv2d_59/SymmQuant/mul" -> "1804 inception_v3/conv2d_59/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1802 inception_v3/conv2d_59/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1803 inception_v3/conv2d_59/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1803 inception_v3/conv2d_59/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1804 inception_v3/conv2d_59/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1804 inception_v3/conv2d_59/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1805 inception_v3/conv2d_59/Conv2D"; -"1805 inception_v3/conv2d_59/Conv2D" -> "1849 inception_v3/batch_normalization_59/FusedBatchNormV3"; -"1806 inception_v3/conv2d_58/SymmQuant/Abs/ReadVariableOp/resource" -> "1807 inception_v3/conv2d_58/SymmQuant/Abs/ReadVariableOp"; -"1807 inception_v3/conv2d_58/SymmQuant/Abs/ReadVariableOp" -> "1808 inception_v3/conv2d_58/SymmQuant/Abs"; -"1808 inception_v3/conv2d_58/SymmQuant/Abs" -> "1810 inception_v3/conv2d_58/SymmQuant/add"; -"1809 inception_v3/conv2d_58/SymmQuant/add/y" -> "1810 inception_v3/conv2d_58/SymmQuant/add"; -"1810 inception_v3/conv2d_58/SymmQuant/add" -> "1813 inception_v3/conv2d_58/SymmQuant/mul"; -"1810 inception_v3/conv2d_58/SymmQuant/add" -> "1816 inception_v3/conv2d_58/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1811 inception_v3/conv2d_58/SymmQuant/mul/ReadVariableOp/resource" -> "1812 inception_v3/conv2d_58/SymmQuant/mul/ReadVariableOp"; -"1812 inception_v3/conv2d_58/SymmQuant/mul/ReadVariableOp" -> "1813 inception_v3/conv2d_58/SymmQuant/mul"; -"1813 inception_v3/conv2d_58/SymmQuant/mul" -> "1816 inception_v3/conv2d_58/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1814 inception_v3/conv2d_58/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1815 inception_v3/conv2d_58/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1815 inception_v3/conv2d_58/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1816 inception_v3/conv2d_58/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1816 inception_v3/conv2d_58/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1817 inception_v3/conv2d_58/Conv2D"; -"1817 inception_v3/conv2d_58/Conv2D" -> "1857 inception_v3/batch_normalization_58/FusedBatchNormV3"; -"1818 inception_v3/conv2d_53/SymmQuant/Abs/ReadVariableOp/resource" -> "1819 inception_v3/conv2d_53/SymmQuant/Abs/ReadVariableOp"; -"1819 inception_v3/conv2d_53/SymmQuant/Abs/ReadVariableOp" -> "1820 inception_v3/conv2d_53/SymmQuant/Abs"; -"1820 inception_v3/conv2d_53/SymmQuant/Abs" -> "1822 inception_v3/conv2d_53/SymmQuant/add"; -"1821 inception_v3/conv2d_53/SymmQuant/add/y" -> "1822 inception_v3/conv2d_53/SymmQuant/add"; -"1822 inception_v3/conv2d_53/SymmQuant/add" -> "1825 inception_v3/conv2d_53/SymmQuant/mul"; -"1822 inception_v3/conv2d_53/SymmQuant/add" -> "1828 inception_v3/conv2d_53/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1823 inception_v3/conv2d_53/SymmQuant/mul/ReadVariableOp/resource" -> "1824 inception_v3/conv2d_53/SymmQuant/mul/ReadVariableOp"; -"1824 inception_v3/conv2d_53/SymmQuant/mul/ReadVariableOp" -> "1825 inception_v3/conv2d_53/SymmQuant/mul"; -"1825 inception_v3/conv2d_53/SymmQuant/mul" -> "1828 inception_v3/conv2d_53/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; 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inception_v3/conv2d_50/SymmQuant/add"; -"1834 inception_v3/conv2d_50/SymmQuant/add" -> "1837 inception_v3/conv2d_50/SymmQuant/mul"; -"1834 inception_v3/conv2d_50/SymmQuant/add" -> "1840 inception_v3/conv2d_50/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1835 inception_v3/conv2d_50/SymmQuant/mul/ReadVariableOp/resource" -> "1836 inception_v3/conv2d_50/SymmQuant/mul/ReadVariableOp"; -"1836 inception_v3/conv2d_50/SymmQuant/mul/ReadVariableOp" -> "1837 inception_v3/conv2d_50/SymmQuant/mul"; -"1837 inception_v3/conv2d_50/SymmQuant/mul" -> "1840 inception_v3/conv2d_50/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1838 inception_v3/conv2d_50/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1839 inception_v3/conv2d_50/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1839 inception_v3/conv2d_50/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1840 inception_v3/conv2d_50/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1840 inception_v3/conv2d_50/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1841 inception_v3/conv2d_50/Conv2D"; -"1841 inception_v3/conv2d_50/Conv2D" -> "1873 inception_v3/batch_normalization_50/FusedBatchNormV3"; -"1842 inception_v3/batch_normalization_59/scale" -> "1849 inception_v3/batch_normalization_59/FusedBatchNormV3"; -"1843 inception_v3/batch_normalization_59/ReadVariableOp/resource" -> "1844 inception_v3/batch_normalization_59/ReadVariableOp"; -"1844 inception_v3/batch_normalization_59/ReadVariableOp" -> "1849 inception_v3/batch_normalization_59/FusedBatchNormV3"; -"1845 inception_v3/batch_normalization_59/FusedBatchNormV3/ReadVariableOp/resource" -> "1846 inception_v3/batch_normalization_59/FusedBatchNormV3/ReadVariableOp"; -"1846 inception_v3/batch_normalization_59/FusedBatchNormV3/ReadVariableOp" -> "1849 inception_v3/batch_normalization_59/FusedBatchNormV3"; -"1847 inception_v3/batch_normalization_59/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1848 inception_v3/batch_normalization_59/FusedBatchNormV3/ReadVariableOp_1"; -"1848 inception_v3/batch_normalization_59/FusedBatchNormV3/ReadVariableOp_1" -> "1849 inception_v3/batch_normalization_59/FusedBatchNormV3"; -"1849 inception_v3/batch_normalization_59/FusedBatchNormV3" -> "1874 inception_v3/activation_59/Relu"; -"1850 inception_v3/batch_normalization_58/scale" -> "1857 inception_v3/batch_normalization_58/FusedBatchNormV3"; -"1851 inception_v3/batch_normalization_58/ReadVariableOp/resource" -> "1852 inception_v3/batch_normalization_58/ReadVariableOp"; -"1852 inception_v3/batch_normalization_58/ReadVariableOp" -> "1857 inception_v3/batch_normalization_58/FusedBatchNormV3"; -"1853 inception_v3/batch_normalization_58/FusedBatchNormV3/ReadVariableOp/resource" -> "1854 inception_v3/batch_normalization_58/FusedBatchNormV3/ReadVariableOp"; -"1854 inception_v3/batch_normalization_58/FusedBatchNormV3/ReadVariableOp" -> "1857 inception_v3/batch_normalization_58/FusedBatchNormV3"; -"1855 inception_v3/batch_normalization_58/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1856 inception_v3/batch_normalization_58/FusedBatchNormV3/ReadVariableOp_1"; -"1856 inception_v3/batch_normalization_58/FusedBatchNormV3/ReadVariableOp_1" -> "1857 inception_v3/batch_normalization_58/FusedBatchNormV3"; -"1857 inception_v3/batch_normalization_58/FusedBatchNormV3" -> "1875 inception_v3/activation_58/Relu"; -"1858 inception_v3/batch_normalization_53/scale" -> "1865 inception_v3/batch_normalization_53/FusedBatchNormV3"; -"1859 inception_v3/batch_normalization_53/ReadVariableOp/resource" -> "1860 inception_v3/batch_normalization_53/ReadVariableOp"; -"1860 inception_v3/batch_normalization_53/ReadVariableOp" -> "1865 inception_v3/batch_normalization_53/FusedBatchNormV3"; -"1861 inception_v3/batch_normalization_53/FusedBatchNormV3/ReadVariableOp/resource" -> "1862 inception_v3/batch_normalization_53/FusedBatchNormV3/ReadVariableOp"; -"1862 inception_v3/batch_normalization_53/FusedBatchNormV3/ReadVariableOp" -> "1865 inception_v3/batch_normalization_53/FusedBatchNormV3"; -"1863 inception_v3/batch_normalization_53/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1864 inception_v3/batch_normalization_53/FusedBatchNormV3/ReadVariableOp_1"; -"1864 inception_v3/batch_normalization_53/FusedBatchNormV3/ReadVariableOp_1" -> "1865 inception_v3/batch_normalization_53/FusedBatchNormV3"; -"1865 inception_v3/batch_normalization_53/FusedBatchNormV3" -> "1876 inception_v3/activation_53/Relu"; -"1866 inception_v3/batch_normalization_50/scale" -> "1873 inception_v3/batch_normalization_50/FusedBatchNormV3"; -"1867 inception_v3/batch_normalization_50/ReadVariableOp/resource" -> "1868 inception_v3/batch_normalization_50/ReadVariableOp"; -"1868 inception_v3/batch_normalization_50/ReadVariableOp" -> "1873 inception_v3/batch_normalization_50/FusedBatchNormV3"; -"1869 inception_v3/batch_normalization_50/FusedBatchNormV3/ReadVariableOp/resource" -> "1870 inception_v3/batch_normalization_50/FusedBatchNormV3/ReadVariableOp"; -"1870 inception_v3/batch_normalization_50/FusedBatchNormV3/ReadVariableOp" -> "1873 inception_v3/batch_normalization_50/FusedBatchNormV3"; -"1871 inception_v3/batch_normalization_50/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1872 inception_v3/batch_normalization_50/FusedBatchNormV3/ReadVariableOp_1"; -"1872 inception_v3/batch_normalization_50/FusedBatchNormV3/ReadVariableOp_1" -> "1873 inception_v3/batch_normalization_50/FusedBatchNormV3"; -"1873 inception_v3/batch_normalization_50/FusedBatchNormV3" -> "1877 inception_v3/activation_50/Relu"; -"1874 inception_v3/activation_59/Relu" -> "1911 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars"; -"1875 inception_v3/activation_58/Relu" -> "1903 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars"; -"1876 inception_v3/activation_53/Relu" -> "1895 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars"; -"1877 inception_v3/activation_50/Relu" -> "1887 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars"; -"1878 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp/resource" -> "1879 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp"; -"1878 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp/resource" -> "1888 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_1/Abs/ReadVariableOp"; -"1878 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp/resource" -> "1896 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_2/Abs/ReadVariableOp"; -"1878 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp/resource" -> "1904 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_3/Abs/ReadVariableOp"; -"1879 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp" -> "1880 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant/Abs"; -"1880 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant/Abs" -> "1882 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant/add"; -"1881 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant/add/y" -> "1882 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant/add"; -"1882 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant/add" -> "1885 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant/add_1"; -"1883 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "1884 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp"; 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inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1883 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "1908 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_3/ReadVariableOp"; -"1883 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "1910 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1884 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp" -> "1885 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant/add_1"; -"1885 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant/add_1" -> "1887 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars"; -"1886 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1887 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars"; -"1887 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars" -> "1913 inception_v3/mixed6/concat"; -"1888 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_1/Abs/ReadVariableOp" -> "1889 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_1/Abs"; -"1889 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_1/Abs" -> "1891 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_1/add"; -"1890 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_1/add/y" -> "1891 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_1/add"; -"1891 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_1/add" -> "1893 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_1/add_1"; -"1892 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_1/ReadVariableOp" -> "1893 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_1/add_1"; -"1893 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_1/add_1" -> "1895 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars"; -"1894 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1895 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars"; -"1895 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars" -> "1913 inception_v3/mixed6/concat"; -"1896 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_2/Abs/ReadVariableOp" -> "1897 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_2/Abs"; -"1897 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_2/Abs" -> "1899 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_2/add"; -"1898 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_2/add/y" -> "1899 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_2/add"; -"1899 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_2/add" -> "1901 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_2/add_1"; -"1900 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_2/ReadVariableOp" -> "1901 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_2/add_1"; -"1901 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_2/add_1" -> "1903 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars"; -"1902 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1903 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars"; -"1903 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars" -> "1913 inception_v3/mixed6/concat"; -"1904 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_3/Abs/ReadVariableOp" -> "1905 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_3/Abs"; -"1905 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_3/Abs" -> "1907 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_3/add"; -"1906 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_3/add/y" -> "1907 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_3/add"; -"1907 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_3/add" -> "1909 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_3/add_1"; -"1908 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_3/ReadVariableOp" -> "1909 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_3/add_1"; -"1909 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_3/add_1" -> "1911 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars"; -"1910 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1911 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars"; -"1911 inception_v3/activation_50/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars" -> "1913 inception_v3/mixed6/concat"; -"1912 inception_v3/mixed6/concat/axis" -> "1913 inception_v3/mixed6/concat"; -"1913 inception_v3/mixed6/concat" -> "1925 inception_v3/conv2d_64/Conv2D"; -"1913 inception_v3/mixed6/concat" -> "1999 inception_v3/conv2d_61/Conv2D"; -"1913 inception_v3/mixed6/concat" -> "2078 inception_v3/average_pooling2d_6/AvgPool"; -"1913 inception_v3/mixed6/concat" -> "2158 inception_v3/conv2d_60/Conv2D"; -"1914 inception_v3/conv2d_64/SymmQuant/Abs/ReadVariableOp/resource" -> "1915 inception_v3/conv2d_64/SymmQuant/Abs/ReadVariableOp"; -"1915 inception_v3/conv2d_64/SymmQuant/Abs/ReadVariableOp" -> "1916 inception_v3/conv2d_64/SymmQuant/Abs"; -"1916 inception_v3/conv2d_64/SymmQuant/Abs" -> "1918 inception_v3/conv2d_64/SymmQuant/add"; -"1917 inception_v3/conv2d_64/SymmQuant/add/y" -> "1918 inception_v3/conv2d_64/SymmQuant/add"; -"1918 inception_v3/conv2d_64/SymmQuant/add" -> "1921 inception_v3/conv2d_64/SymmQuant/mul"; -"1918 inception_v3/conv2d_64/SymmQuant/add" -> "1924 inception_v3/conv2d_64/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1919 inception_v3/conv2d_64/SymmQuant/mul/ReadVariableOp/resource" -> "1920 inception_v3/conv2d_64/SymmQuant/mul/ReadVariableOp"; -"1920 inception_v3/conv2d_64/SymmQuant/mul/ReadVariableOp" -> "1921 inception_v3/conv2d_64/SymmQuant/mul"; -"1921 inception_v3/conv2d_64/SymmQuant/mul" -> "1924 inception_v3/conv2d_64/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1922 inception_v3/conv2d_64/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1923 inception_v3/conv2d_64/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1923 inception_v3/conv2d_64/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1924 inception_v3/conv2d_64/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1924 inception_v3/conv2d_64/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1925 inception_v3/conv2d_64/Conv2D"; -"1925 inception_v3/conv2d_64/Conv2D" -> "1933 inception_v3/batch_normalization_64/FusedBatchNormV3"; -"1926 inception_v3/batch_normalization_64/scale" -> "1933 inception_v3/batch_normalization_64/FusedBatchNormV3"; -"1927 inception_v3/batch_normalization_64/ReadVariableOp/resource" -> "1928 inception_v3/batch_normalization_64/ReadVariableOp"; -"1928 inception_v3/batch_normalization_64/ReadVariableOp" -> "1933 inception_v3/batch_normalization_64/FusedBatchNormV3"; -"1929 inception_v3/batch_normalization_64/FusedBatchNormV3/ReadVariableOp/resource" -> "1930 inception_v3/batch_normalization_64/FusedBatchNormV3/ReadVariableOp"; -"1930 inception_v3/batch_normalization_64/FusedBatchNormV3/ReadVariableOp" -> "1933 inception_v3/batch_normalization_64/FusedBatchNormV3"; -"1931 inception_v3/batch_normalization_64/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1932 inception_v3/batch_normalization_64/FusedBatchNormV3/ReadVariableOp_1"; -"1932 inception_v3/batch_normalization_64/FusedBatchNormV3/ReadVariableOp_1" -> "1933 inception_v3/batch_normalization_64/FusedBatchNormV3"; -"1933 inception_v3/batch_normalization_64/FusedBatchNormV3" -> "1934 inception_v3/activation_64/Relu"; -"1934 inception_v3/activation_64/Relu" -> "1944 inception_v3/activation_64/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1935 inception_v3/activation_64/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1936 inception_v3/activation_64/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"1936 inception_v3/activation_64/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1937 inception_v3/activation_64/fake_quantize/AsymmQuant/Abs"; -"1937 inception_v3/activation_64/fake_quantize/AsymmQuant/Abs" -> "1939 inception_v3/activation_64/fake_quantize/AsymmQuant/add"; -"1938 inception_v3/activation_64/fake_quantize/AsymmQuant/add/y" -> "1939 inception_v3/activation_64/fake_quantize/AsymmQuant/add"; -"1939 inception_v3/activation_64/fake_quantize/AsymmQuant/add" -> "1942 inception_v3/activation_64/fake_quantize/AsymmQuant/add_1"; -"1940 inception_v3/activation_64/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1941 inception_v3/activation_64/fake_quantize/AsymmQuant/ReadVariableOp"; -"1940 inception_v3/activation_64/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1943 inception_v3/activation_64/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1941 inception_v3/activation_64/fake_quantize/AsymmQuant/ReadVariableOp" -> "1942 inception_v3/activation_64/fake_quantize/AsymmQuant/add_1"; -"1942 inception_v3/activation_64/fake_quantize/AsymmQuant/add_1" -> "1944 inception_v3/activation_64/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1943 inception_v3/activation_64/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1944 inception_v3/activation_64/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1944 inception_v3/activation_64/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1956 inception_v3/conv2d_65/Conv2D"; -"1945 inception_v3/conv2d_65/SymmQuant/Abs/ReadVariableOp/resource" -> "1946 inception_v3/conv2d_65/SymmQuant/Abs/ReadVariableOp"; -"1946 inception_v3/conv2d_65/SymmQuant/Abs/ReadVariableOp" -> "1947 inception_v3/conv2d_65/SymmQuant/Abs"; -"1947 inception_v3/conv2d_65/SymmQuant/Abs" -> "1949 inception_v3/conv2d_65/SymmQuant/add"; -"1948 inception_v3/conv2d_65/SymmQuant/add/y" -> "1949 inception_v3/conv2d_65/SymmQuant/add"; -"1949 inception_v3/conv2d_65/SymmQuant/add" -> "1952 inception_v3/conv2d_65/SymmQuant/mul"; -"1949 inception_v3/conv2d_65/SymmQuant/add" -> "1955 inception_v3/conv2d_65/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1950 inception_v3/conv2d_65/SymmQuant/mul/ReadVariableOp/resource" -> "1951 inception_v3/conv2d_65/SymmQuant/mul/ReadVariableOp"; -"1951 inception_v3/conv2d_65/SymmQuant/mul/ReadVariableOp" -> "1952 inception_v3/conv2d_65/SymmQuant/mul"; -"1952 inception_v3/conv2d_65/SymmQuant/mul" -> "1955 inception_v3/conv2d_65/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1953 inception_v3/conv2d_65/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1954 inception_v3/conv2d_65/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1954 inception_v3/conv2d_65/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1955 inception_v3/conv2d_65/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1955 inception_v3/conv2d_65/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1956 inception_v3/conv2d_65/Conv2D"; -"1956 inception_v3/conv2d_65/Conv2D" -> "1964 inception_v3/batch_normalization_65/FusedBatchNormV3"; -"1957 inception_v3/batch_normalization_65/scale" -> "1964 inception_v3/batch_normalization_65/FusedBatchNormV3"; -"1958 inception_v3/batch_normalization_65/ReadVariableOp/resource" -> "1959 inception_v3/batch_normalization_65/ReadVariableOp"; -"1959 inception_v3/batch_normalization_65/ReadVariableOp" -> "1964 inception_v3/batch_normalization_65/FusedBatchNormV3"; -"1960 inception_v3/batch_normalization_65/FusedBatchNormV3/ReadVariableOp/resource" -> "1961 inception_v3/batch_normalization_65/FusedBatchNormV3/ReadVariableOp"; -"1961 inception_v3/batch_normalization_65/FusedBatchNormV3/ReadVariableOp" -> "1964 inception_v3/batch_normalization_65/FusedBatchNormV3"; -"1962 inception_v3/batch_normalization_65/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1963 inception_v3/batch_normalization_65/FusedBatchNormV3/ReadVariableOp_1"; -"1963 inception_v3/batch_normalization_65/FusedBatchNormV3/ReadVariableOp_1" -> "1964 inception_v3/batch_normalization_65/FusedBatchNormV3"; -"1964 inception_v3/batch_normalization_65/FusedBatchNormV3" -> "1965 inception_v3/activation_65/Relu"; -"1965 inception_v3/activation_65/Relu" -> "1975 inception_v3/activation_65/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1966 inception_v3/activation_65/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1967 inception_v3/activation_65/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"1967 inception_v3/activation_65/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1968 inception_v3/activation_65/fake_quantize/AsymmQuant/Abs"; -"1968 inception_v3/activation_65/fake_quantize/AsymmQuant/Abs" -> "1970 inception_v3/activation_65/fake_quantize/AsymmQuant/add"; -"1969 inception_v3/activation_65/fake_quantize/AsymmQuant/add/y" -> "1970 inception_v3/activation_65/fake_quantize/AsymmQuant/add"; -"1970 inception_v3/activation_65/fake_quantize/AsymmQuant/add" -> "1973 inception_v3/activation_65/fake_quantize/AsymmQuant/add_1"; -"1971 inception_v3/activation_65/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1972 inception_v3/activation_65/fake_quantize/AsymmQuant/ReadVariableOp"; -"1971 inception_v3/activation_65/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1974 inception_v3/activation_65/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1972 inception_v3/activation_65/fake_quantize/AsymmQuant/ReadVariableOp" -> "1973 inception_v3/activation_65/fake_quantize/AsymmQuant/add_1"; -"1973 inception_v3/activation_65/fake_quantize/AsymmQuant/add_1" -> "1975 inception_v3/activation_65/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1974 inception_v3/activation_65/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1975 inception_v3/activation_65/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1975 inception_v3/activation_65/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1987 inception_v3/conv2d_66/Conv2D"; -"1976 inception_v3/conv2d_66/SymmQuant/Abs/ReadVariableOp/resource" -> "1977 inception_v3/conv2d_66/SymmQuant/Abs/ReadVariableOp"; -"1977 inception_v3/conv2d_66/SymmQuant/Abs/ReadVariableOp" -> "1978 inception_v3/conv2d_66/SymmQuant/Abs"; -"1978 inception_v3/conv2d_66/SymmQuant/Abs" -> "1980 inception_v3/conv2d_66/SymmQuant/add"; -"1979 inception_v3/conv2d_66/SymmQuant/add/y" -> "1980 inception_v3/conv2d_66/SymmQuant/add"; -"1980 inception_v3/conv2d_66/SymmQuant/add" -> "1983 inception_v3/conv2d_66/SymmQuant/mul"; -"1980 inception_v3/conv2d_66/SymmQuant/add" -> "1986 inception_v3/conv2d_66/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1981 inception_v3/conv2d_66/SymmQuant/mul/ReadVariableOp/resource" -> "1982 inception_v3/conv2d_66/SymmQuant/mul/ReadVariableOp"; -"1982 inception_v3/conv2d_66/SymmQuant/mul/ReadVariableOp" -> "1983 inception_v3/conv2d_66/SymmQuant/mul"; -"1983 inception_v3/conv2d_66/SymmQuant/mul" -> "1986 inception_v3/conv2d_66/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1984 inception_v3/conv2d_66/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1985 inception_v3/conv2d_66/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1985 inception_v3/conv2d_66/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1986 inception_v3/conv2d_66/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1986 inception_v3/conv2d_66/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1987 inception_v3/conv2d_66/Conv2D"; -"1987 inception_v3/conv2d_66/Conv2D" -> "2007 inception_v3/batch_normalization_66/FusedBatchNormV3"; -"1988 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inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2228 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars"; -"2228 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars" -> "2230 inception_v3/mixed7/concat"; -"2229 inception_v3/mixed7/concat/axis" -> "2230 inception_v3/mixed7/concat"; -"2230 inception_v3/mixed7/concat" -> "2242 inception_v3/conv2d_72/Conv2D"; -"2230 inception_v3/mixed7/concat" -> "2316 inception_v3/conv2d_70/Conv2D"; -"2230 inception_v3/mixed7/concat" -> "2413 inception_v3/max_pooling2d_3/MaxPool"; -"2231 inception_v3/conv2d_72/SymmQuant/Abs/ReadVariableOp/resource" -> "2232 inception_v3/conv2d_72/SymmQuant/Abs/ReadVariableOp"; -"2232 inception_v3/conv2d_72/SymmQuant/Abs/ReadVariableOp" -> "2233 inception_v3/conv2d_72/SymmQuant/Abs"; -"2233 inception_v3/conv2d_72/SymmQuant/Abs" -> "2235 inception_v3/conv2d_72/SymmQuant/add"; -"2234 inception_v3/conv2d_72/SymmQuant/add/y" -> "2235 inception_v3/conv2d_72/SymmQuant/add"; -"2235 inception_v3/conv2d_72/SymmQuant/add" -> "2238 inception_v3/conv2d_72/SymmQuant/mul"; -"2235 inception_v3/conv2d_72/SymmQuant/add" -> "2241 inception_v3/conv2d_72/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2236 inception_v3/conv2d_72/SymmQuant/mul/ReadVariableOp/resource" -> "2237 inception_v3/conv2d_72/SymmQuant/mul/ReadVariableOp"; -"2237 inception_v3/conv2d_72/SymmQuant/mul/ReadVariableOp" -> "2238 inception_v3/conv2d_72/SymmQuant/mul"; -"2238 inception_v3/conv2d_72/SymmQuant/mul" -> "2241 inception_v3/conv2d_72/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2239 inception_v3/conv2d_72/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "2240 inception_v3/conv2d_72/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"2240 inception_v3/conv2d_72/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> 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inception_v3/activation_73/Relu"; -"2282 inception_v3/activation_73/Relu" -> "2292 inception_v3/activation_73/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2283 inception_v3/activation_73/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "2284 inception_v3/activation_73/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"2284 inception_v3/activation_73/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "2285 inception_v3/activation_73/fake_quantize/AsymmQuant/Abs"; -"2285 inception_v3/activation_73/fake_quantize/AsymmQuant/Abs" -> "2287 inception_v3/activation_73/fake_quantize/AsymmQuant/add"; -"2286 inception_v3/activation_73/fake_quantize/AsymmQuant/add/y" -> "2287 inception_v3/activation_73/fake_quantize/AsymmQuant/add"; -"2287 inception_v3/activation_73/fake_quantize/AsymmQuant/add" -> "2290 inception_v3/activation_73/fake_quantize/AsymmQuant/add_1"; -"2288 inception_v3/activation_73/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2289 inception_v3/activation_73/fake_quantize/AsymmQuant/ReadVariableOp"; -"2288 inception_v3/activation_73/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2291 inception_v3/activation_73/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2289 inception_v3/activation_73/fake_quantize/AsymmQuant/ReadVariableOp" -> "2290 inception_v3/activation_73/fake_quantize/AsymmQuant/add_1"; -"2290 inception_v3/activation_73/fake_quantize/AsymmQuant/add_1" -> "2292 inception_v3/activation_73/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2291 inception_v3/activation_73/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2292 inception_v3/activation_73/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2292 inception_v3/activation_73/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "2304 inception_v3/conv2d_74/Conv2D"; -"2293 inception_v3/conv2d_74/SymmQuant/Abs/ReadVariableOp/resource" -> "2294 inception_v3/conv2d_74/SymmQuant/Abs/ReadVariableOp"; 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inception_v3/activation_74/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2344 inception_v3/activation_74/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2344 inception_v3/activation_74/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "2366 inception_v3/conv2d_75/Conv2D"; -"2345 inception_v3/activation_70/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "2346 inception_v3/activation_70/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"2346 inception_v3/activation_70/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "2347 inception_v3/activation_70/fake_quantize/AsymmQuant/Abs"; -"2347 inception_v3/activation_70/fake_quantize/AsymmQuant/Abs" -> "2349 inception_v3/activation_70/fake_quantize/AsymmQuant/add"; -"2348 inception_v3/activation_70/fake_quantize/AsymmQuant/add/y" -> "2349 inception_v3/activation_70/fake_quantize/AsymmQuant/add"; -"2349 inception_v3/activation_70/fake_quantize/AsymmQuant/add" -> "2352 inception_v3/activation_70/fake_quantize/AsymmQuant/add_1"; -"2350 inception_v3/activation_70/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2351 inception_v3/activation_70/fake_quantize/AsymmQuant/ReadVariableOp"; -"2350 inception_v3/activation_70/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2353 inception_v3/activation_70/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2351 inception_v3/activation_70/fake_quantize/AsymmQuant/ReadVariableOp" -> "2352 inception_v3/activation_70/fake_quantize/AsymmQuant/add_1"; -"2352 inception_v3/activation_70/fake_quantize/AsymmQuant/add_1" -> "2354 inception_v3/activation_70/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2353 inception_v3/activation_70/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2354 inception_v3/activation_70/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2354 inception_v3/activation_70/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "2378 inception_v3/conv2d_71/Conv2D"; -"2355 inception_v3/conv2d_75/SymmQuant/Abs/ReadVariableOp/resource" -> "2356 inception_v3/conv2d_75/SymmQuant/Abs/ReadVariableOp"; -"2356 inception_v3/conv2d_75/SymmQuant/Abs/ReadVariableOp" -> "2357 inception_v3/conv2d_75/SymmQuant/Abs"; -"2357 inception_v3/conv2d_75/SymmQuant/Abs" -> "2359 inception_v3/conv2d_75/SymmQuant/add"; -"2358 inception_v3/conv2d_75/SymmQuant/add/y" -> "2359 inception_v3/conv2d_75/SymmQuant/add"; -"2359 inception_v3/conv2d_75/SymmQuant/add" -> "2362 inception_v3/conv2d_75/SymmQuant/mul"; -"2359 inception_v3/conv2d_75/SymmQuant/add" -> "2365 inception_v3/conv2d_75/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2360 inception_v3/conv2d_75/SymmQuant/mul/ReadVariableOp/resource" -> "2361 inception_v3/conv2d_75/SymmQuant/mul/ReadVariableOp"; -"2361 inception_v3/conv2d_75/SymmQuant/mul/ReadVariableOp" -> "2362 inception_v3/conv2d_75/SymmQuant/mul"; -"2362 inception_v3/conv2d_75/SymmQuant/mul" -> "2365 inception_v3/conv2d_75/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2363 inception_v3/conv2d_75/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "2364 inception_v3/conv2d_75/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"2364 inception_v3/conv2d_75/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "2365 inception_v3/conv2d_75/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2365 inception_v3/conv2d_75/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "2366 inception_v3/conv2d_75/Conv2D"; -"2366 inception_v3/conv2d_75/Conv2D" -> "2386 inception_v3/batch_normalization_75/FusedBatchNormV3"; -"2367 inception_v3/conv2d_71/SymmQuant/Abs/ReadVariableOp/resource" -> "2368 inception_v3/conv2d_71/SymmQuant/Abs/ReadVariableOp"; -"2368 inception_v3/conv2d_71/SymmQuant/Abs/ReadVariableOp" -> "2369 inception_v3/conv2d_71/SymmQuant/Abs"; -"2369 inception_v3/conv2d_71/SymmQuant/Abs" -> "2371 inception_v3/conv2d_71/SymmQuant/add"; -"2370 inception_v3/conv2d_71/SymmQuant/add/y" -> "2371 inception_v3/conv2d_71/SymmQuant/add"; -"2371 inception_v3/conv2d_71/SymmQuant/add" -> "2374 inception_v3/conv2d_71/SymmQuant/mul"; -"2371 inception_v3/conv2d_71/SymmQuant/add" -> "2377 inception_v3/conv2d_71/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2372 inception_v3/conv2d_71/SymmQuant/mul/ReadVariableOp/resource" -> "2373 inception_v3/conv2d_71/SymmQuant/mul/ReadVariableOp"; -"2373 inception_v3/conv2d_71/SymmQuant/mul/ReadVariableOp" -> "2374 inception_v3/conv2d_71/SymmQuant/mul"; -"2374 inception_v3/conv2d_71/SymmQuant/mul" -> "2377 inception_v3/conv2d_71/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2375 inception_v3/conv2d_71/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "2376 inception_v3/conv2d_71/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"2376 inception_v3/conv2d_71/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "2377 inception_v3/conv2d_71/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2377 inception_v3/conv2d_71/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "2378 inception_v3/conv2d_71/Conv2D"; -"2378 inception_v3/conv2d_71/Conv2D" -> "2394 inception_v3/batch_normalization_71/FusedBatchNormV3"; -"2379 inception_v3/batch_normalization_75/scale" -> "2386 inception_v3/batch_normalization_75/FusedBatchNormV3"; -"2380 inception_v3/batch_normalization_75/ReadVariableOp/resource" -> "2381 inception_v3/batch_normalization_75/ReadVariableOp"; -"2381 inception_v3/batch_normalization_75/ReadVariableOp" -> "2386 inception_v3/batch_normalization_75/FusedBatchNormV3"; -"2382 inception_v3/batch_normalization_75/FusedBatchNormV3/ReadVariableOp/resource" -> "2383 inception_v3/batch_normalization_75/FusedBatchNormV3/ReadVariableOp"; -"2383 inception_v3/batch_normalization_75/FusedBatchNormV3/ReadVariableOp" -> "2386 inception_v3/batch_normalization_75/FusedBatchNormV3"; -"2384 inception_v3/batch_normalization_75/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2385 inception_v3/batch_normalization_75/FusedBatchNormV3/ReadVariableOp_1"; -"2385 inception_v3/batch_normalization_75/FusedBatchNormV3/ReadVariableOp_1" -> "2386 inception_v3/batch_normalization_75/FusedBatchNormV3"; -"2386 inception_v3/batch_normalization_75/FusedBatchNormV3" -> "2395 inception_v3/activation_75/Relu"; -"2387 inception_v3/batch_normalization_71/scale" -> "2394 inception_v3/batch_normalization_71/FusedBatchNormV3"; -"2388 inception_v3/batch_normalization_71/ReadVariableOp/resource" -> "2389 inception_v3/batch_normalization_71/ReadVariableOp"; -"2389 inception_v3/batch_normalization_71/ReadVariableOp" -> "2394 inception_v3/batch_normalization_71/FusedBatchNormV3"; -"2390 inception_v3/batch_normalization_71/FusedBatchNormV3/ReadVariableOp/resource" -> "2391 inception_v3/batch_normalization_71/FusedBatchNormV3/ReadVariableOp"; -"2391 inception_v3/batch_normalization_71/FusedBatchNormV3/ReadVariableOp" -> "2394 inception_v3/batch_normalization_71/FusedBatchNormV3"; -"2392 inception_v3/batch_normalization_71/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2393 inception_v3/batch_normalization_71/FusedBatchNormV3/ReadVariableOp_1"; -"2393 inception_v3/batch_normalization_71/FusedBatchNormV3/ReadVariableOp_1" -> "2394 inception_v3/batch_normalization_71/FusedBatchNormV3"; -"2394 inception_v3/batch_normalization_71/FusedBatchNormV3" -> "2396 inception_v3/activation_71/Relu"; -"2395 inception_v3/activation_75/Relu" -> "2412 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_5/FakeQuantWithMinMaxVars"; -"2396 inception_v3/activation_71/Relu" -> "2404 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_4/FakeQuantWithMinMaxVars"; -"2397 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_4/Abs/ReadVariableOp" -> "2398 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_4/Abs"; -"2398 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_4/Abs" -> "2400 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_4/add"; -"2399 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_4/add/y" -> "2400 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_4/add"; -"2400 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_4/add" -> "2402 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_4/add_1"; -"2401 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_4/ReadVariableOp" -> "2402 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_4/add_1"; -"2402 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_4/add_1" -> "2404 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_4/FakeQuantWithMinMaxVars"; -"2403 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_4/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2404 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_4/FakeQuantWithMinMaxVars"; -"2404 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_4/FakeQuantWithMinMaxVars" -> "2415 inception_v3/mixed8/concat"; -"2405 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_5/Abs/ReadVariableOp" -> "2406 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_5/Abs"; -"2406 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_5/Abs" -> "2408 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_5/add"; -"2407 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_5/add/y" -> "2408 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_5/add"; -"2408 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_5/add" -> "2410 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_5/add_1"; -"2409 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_5/ReadVariableOp" -> "2410 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_5/add_1"; -"2410 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_5/add_1" -> "2412 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_5/FakeQuantWithMinMaxVars"; -"2411 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_5/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2412 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_5/FakeQuantWithMinMaxVars"; -"2412 inception_v3/activation_60/fake_quantize/unified_scale_group/AsymmQuant_5/FakeQuantWithMinMaxVars" -> "2415 inception_v3/mixed8/concat"; -"2413 inception_v3/max_pooling2d_3/MaxPool" -> "2415 inception_v3/mixed8/concat"; -"2414 inception_v3/mixed8/concat/axis" -> "2415 inception_v3/mixed8/concat"; -"2415 inception_v3/mixed8/concat" -> "2427 inception_v3/conv2d_80/Conv2D"; -"2415 inception_v3/mixed8/concat" -> "2470 inception_v3/conv2d_77/Conv2D"; -"2415 inception_v3/mixed8/concat" -> "2489 inception_v3/average_pooling2d_7/AvgPool"; -"2415 inception_v3/mixed8/concat" -> "2579 inception_v3/conv2d_76/Conv2D"; -"2416 inception_v3/conv2d_80/SymmQuant/Abs/ReadVariableOp/resource" -> "2417 inception_v3/conv2d_80/SymmQuant/Abs/ReadVariableOp"; -"2417 inception_v3/conv2d_80/SymmQuant/Abs/ReadVariableOp" -> "2418 inception_v3/conv2d_80/SymmQuant/Abs"; -"2418 inception_v3/conv2d_80/SymmQuant/Abs" -> "2420 inception_v3/conv2d_80/SymmQuant/add"; -"2419 inception_v3/conv2d_80/SymmQuant/add/y" -> "2420 inception_v3/conv2d_80/SymmQuant/add"; -"2420 inception_v3/conv2d_80/SymmQuant/add" -> "2423 inception_v3/conv2d_80/SymmQuant/mul"; -"2420 inception_v3/conv2d_80/SymmQuant/add" -> "2426 inception_v3/conv2d_80/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2421 inception_v3/conv2d_80/SymmQuant/mul/ReadVariableOp/resource" -> "2422 inception_v3/conv2d_80/SymmQuant/mul/ReadVariableOp"; -"2422 inception_v3/conv2d_80/SymmQuant/mul/ReadVariableOp" -> "2423 inception_v3/conv2d_80/SymmQuant/mul"; -"2423 inception_v3/conv2d_80/SymmQuant/mul" -> "2426 inception_v3/conv2d_80/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2424 inception_v3/conv2d_80/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "2425 inception_v3/conv2d_80/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"2425 inception_v3/conv2d_80/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "2426 inception_v3/conv2d_80/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2426 inception_v3/conv2d_80/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "2427 inception_v3/conv2d_80/Conv2D"; -"2427 inception_v3/conv2d_80/Conv2D" -> "2435 inception_v3/batch_normalization_80/FusedBatchNormV3"; -"2428 inception_v3/batch_normalization_80/scale" -> "2435 inception_v3/batch_normalization_80/FusedBatchNormV3"; -"2429 inception_v3/batch_normalization_80/ReadVariableOp/resource" -> "2430 inception_v3/batch_normalization_80/ReadVariableOp"; -"2430 inception_v3/batch_normalization_80/ReadVariableOp" -> "2435 inception_v3/batch_normalization_80/FusedBatchNormV3"; -"2431 inception_v3/batch_normalization_80/FusedBatchNormV3/ReadVariableOp/resource" -> "2432 inception_v3/batch_normalization_80/FusedBatchNormV3/ReadVariableOp"; -"2432 inception_v3/batch_normalization_80/FusedBatchNormV3/ReadVariableOp" -> "2435 inception_v3/batch_normalization_80/FusedBatchNormV3"; -"2433 inception_v3/batch_normalization_80/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2434 inception_v3/batch_normalization_80/FusedBatchNormV3/ReadVariableOp_1"; -"2434 inception_v3/batch_normalization_80/FusedBatchNormV3/ReadVariableOp_1" -> "2435 inception_v3/batch_normalization_80/FusedBatchNormV3"; -"2435 inception_v3/batch_normalization_80/FusedBatchNormV3" -> "2436 inception_v3/activation_80/Relu"; -"2436 inception_v3/activation_80/Relu" -> "2446 inception_v3/activation_80/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2437 inception_v3/activation_80/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "2438 inception_v3/activation_80/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"2438 inception_v3/activation_80/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "2439 inception_v3/activation_80/fake_quantize/AsymmQuant/Abs"; -"2439 inception_v3/activation_80/fake_quantize/AsymmQuant/Abs" -> "2441 inception_v3/activation_80/fake_quantize/AsymmQuant/add"; -"2440 inception_v3/activation_80/fake_quantize/AsymmQuant/add/y" -> "2441 inception_v3/activation_80/fake_quantize/AsymmQuant/add"; -"2441 inception_v3/activation_80/fake_quantize/AsymmQuant/add" -> "2444 inception_v3/activation_80/fake_quantize/AsymmQuant/add_1"; -"2442 inception_v3/activation_80/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2443 inception_v3/activation_80/fake_quantize/AsymmQuant/ReadVariableOp"; -"2442 inception_v3/activation_80/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2445 inception_v3/activation_80/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2443 inception_v3/activation_80/fake_quantize/AsymmQuant/ReadVariableOp" -> "2444 inception_v3/activation_80/fake_quantize/AsymmQuant/add_1"; -"2444 inception_v3/activation_80/fake_quantize/AsymmQuant/add_1" -> "2446 inception_v3/activation_80/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2445 inception_v3/activation_80/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2446 inception_v3/activation_80/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2446 inception_v3/activation_80/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "2458 inception_v3/conv2d_81/Conv2D"; -"2447 inception_v3/conv2d_81/SymmQuant/Abs/ReadVariableOp/resource" -> "2448 inception_v3/conv2d_81/SymmQuant/Abs/ReadVariableOp"; -"2448 inception_v3/conv2d_81/SymmQuant/Abs/ReadVariableOp" -> "2449 inception_v3/conv2d_81/SymmQuant/Abs"; -"2449 inception_v3/conv2d_81/SymmQuant/Abs" -> "2451 inception_v3/conv2d_81/SymmQuant/add"; -"2450 inception_v3/conv2d_81/SymmQuant/add/y" -> "2451 inception_v3/conv2d_81/SymmQuant/add"; -"2451 inception_v3/conv2d_81/SymmQuant/add" -> "2454 inception_v3/conv2d_81/SymmQuant/mul"; -"2451 inception_v3/conv2d_81/SymmQuant/add" -> "2457 inception_v3/conv2d_81/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2452 inception_v3/conv2d_81/SymmQuant/mul/ReadVariableOp/resource" -> "2453 inception_v3/conv2d_81/SymmQuant/mul/ReadVariableOp"; -"2453 inception_v3/conv2d_81/SymmQuant/mul/ReadVariableOp" -> "2454 inception_v3/conv2d_81/SymmQuant/mul"; -"2454 inception_v3/conv2d_81/SymmQuant/mul" -> "2457 inception_v3/conv2d_81/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2455 inception_v3/conv2d_81/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "2456 inception_v3/conv2d_81/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"2456 inception_v3/conv2d_81/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "2457 inception_v3/conv2d_81/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2457 inception_v3/conv2d_81/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "2458 inception_v3/conv2d_81/Conv2D"; -"2458 inception_v3/conv2d_81/Conv2D" -> "2478 inception_v3/batch_normalization_81/FusedBatchNormV3"; -"2459 inception_v3/conv2d_77/SymmQuant/Abs/ReadVariableOp/resource" -> "2460 inception_v3/conv2d_77/SymmQuant/Abs/ReadVariableOp"; -"2460 inception_v3/conv2d_77/SymmQuant/Abs/ReadVariableOp" -> "2461 inception_v3/conv2d_77/SymmQuant/Abs"; -"2461 inception_v3/conv2d_77/SymmQuant/Abs" -> "2463 inception_v3/conv2d_77/SymmQuant/add"; -"2462 inception_v3/conv2d_77/SymmQuant/add/y" -> "2463 inception_v3/conv2d_77/SymmQuant/add"; -"2463 inception_v3/conv2d_77/SymmQuant/add" -> "2466 inception_v3/conv2d_77/SymmQuant/mul"; -"2463 inception_v3/conv2d_77/SymmQuant/add" -> "2469 inception_v3/conv2d_77/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2464 inception_v3/conv2d_77/SymmQuant/mul/ReadVariableOp/resource" -> "2465 inception_v3/conv2d_77/SymmQuant/mul/ReadVariableOp"; -"2465 inception_v3/conv2d_77/SymmQuant/mul/ReadVariableOp" -> "2466 inception_v3/conv2d_77/SymmQuant/mul"; -"2466 inception_v3/conv2d_77/SymmQuant/mul" -> "2469 inception_v3/conv2d_77/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2467 inception_v3/conv2d_77/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "2468 inception_v3/conv2d_77/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"2468 inception_v3/conv2d_77/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "2469 inception_v3/conv2d_77/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2469 inception_v3/conv2d_77/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "2470 inception_v3/conv2d_77/Conv2D"; -"2470 inception_v3/conv2d_77/Conv2D" -> 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inception_v3/batch_normalization_81/FusedBatchNormV3"; -"2478 inception_v3/batch_normalization_81/FusedBatchNormV3" -> "2487 inception_v3/activation_81/Relu"; -"2479 inception_v3/batch_normalization_77/scale" -> "2486 inception_v3/batch_normalization_77/FusedBatchNormV3"; -"2480 inception_v3/batch_normalization_77/ReadVariableOp/resource" -> "2481 inception_v3/batch_normalization_77/ReadVariableOp"; -"2481 inception_v3/batch_normalization_77/ReadVariableOp" -> "2486 inception_v3/batch_normalization_77/FusedBatchNormV3"; -"2482 inception_v3/batch_normalization_77/FusedBatchNormV3/ReadVariableOp/resource" -> "2483 inception_v3/batch_normalization_77/FusedBatchNormV3/ReadVariableOp"; -"2483 inception_v3/batch_normalization_77/FusedBatchNormV3/ReadVariableOp" -> "2486 inception_v3/batch_normalization_77/FusedBatchNormV3"; -"2484 inception_v3/batch_normalization_77/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2485 inception_v3/batch_normalization_77/FusedBatchNormV3/ReadVariableOp_1"; 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inception_v3/batch_normalization_83/FusedBatchNormV3"; -"2599 inception_v3/batch_normalization_83/FusedBatchNormV3" -> "2640 inception_v3/activation_83/Relu"; -"2600 inception_v3/batch_normalization_82/scale" -> "2607 inception_v3/batch_normalization_82/FusedBatchNormV3"; -"2601 inception_v3/batch_normalization_82/ReadVariableOp/resource" -> "2602 inception_v3/batch_normalization_82/ReadVariableOp"; -"2602 inception_v3/batch_normalization_82/ReadVariableOp" -> "2607 inception_v3/batch_normalization_82/FusedBatchNormV3"; -"2603 inception_v3/batch_normalization_82/FusedBatchNormV3/ReadVariableOp/resource" -> "2604 inception_v3/batch_normalization_82/FusedBatchNormV3/ReadVariableOp"; -"2604 inception_v3/batch_normalization_82/FusedBatchNormV3/ReadVariableOp" -> "2607 inception_v3/batch_normalization_82/FusedBatchNormV3"; -"2605 inception_v3/batch_normalization_82/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2606 inception_v3/batch_normalization_82/FusedBatchNormV3/ReadVariableOp_1"; -"2606 inception_v3/batch_normalization_82/FusedBatchNormV3/ReadVariableOp_1" -> "2607 inception_v3/batch_normalization_82/FusedBatchNormV3"; -"2607 inception_v3/batch_normalization_82/FusedBatchNormV3" -> "2641 inception_v3/activation_82/Relu"; -"2608 inception_v3/batch_normalization_79/scale" -> "2615 inception_v3/batch_normalization_79/FusedBatchNormV3"; -"2609 inception_v3/batch_normalization_79/ReadVariableOp/resource" -> "2610 inception_v3/batch_normalization_79/ReadVariableOp"; -"2610 inception_v3/batch_normalization_79/ReadVariableOp" -> "2615 inception_v3/batch_normalization_79/FusedBatchNormV3"; -"2611 inception_v3/batch_normalization_79/FusedBatchNormV3/ReadVariableOp/resource" -> "2612 inception_v3/batch_normalization_79/FusedBatchNormV3/ReadVariableOp"; -"2612 inception_v3/batch_normalization_79/FusedBatchNormV3/ReadVariableOp" -> "2615 inception_v3/batch_normalization_79/FusedBatchNormV3"; -"2613 inception_v3/batch_normalization_79/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2614 inception_v3/batch_normalization_79/FusedBatchNormV3/ReadVariableOp_1"; -"2614 inception_v3/batch_normalization_79/FusedBatchNormV3/ReadVariableOp_1" -> "2615 inception_v3/batch_normalization_79/FusedBatchNormV3"; -"2615 inception_v3/batch_normalization_79/FusedBatchNormV3" -> "2642 inception_v3/activation_79/Relu"; -"2616 inception_v3/batch_normalization_78/scale" -> "2623 inception_v3/batch_normalization_78/FusedBatchNormV3"; -"2617 inception_v3/batch_normalization_78/ReadVariableOp/resource" -> "2618 inception_v3/batch_normalization_78/ReadVariableOp"; -"2618 inception_v3/batch_normalization_78/ReadVariableOp" -> "2623 inception_v3/batch_normalization_78/FusedBatchNormV3"; -"2619 inception_v3/batch_normalization_78/FusedBatchNormV3/ReadVariableOp/resource" -> "2620 inception_v3/batch_normalization_78/FusedBatchNormV3/ReadVariableOp"; -"2620 inception_v3/batch_normalization_78/FusedBatchNormV3/ReadVariableOp" -> "2623 inception_v3/batch_normalization_78/FusedBatchNormV3"; -"2621 inception_v3/batch_normalization_78/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2622 inception_v3/batch_normalization_78/FusedBatchNormV3/ReadVariableOp_1"; -"2622 inception_v3/batch_normalization_78/FusedBatchNormV3/ReadVariableOp_1" -> "2623 inception_v3/batch_normalization_78/FusedBatchNormV3"; -"2623 inception_v3/batch_normalization_78/FusedBatchNormV3" -> "2643 inception_v3/activation_78/Relu"; -"2624 inception_v3/batch_normalization_76/scale" -> "2631 inception_v3/batch_normalization_76/FusedBatchNormV3"; -"2625 inception_v3/batch_normalization_76/ReadVariableOp/resource" -> "2626 inception_v3/batch_normalization_76/ReadVariableOp"; -"2626 inception_v3/batch_normalization_76/ReadVariableOp" -> "2631 inception_v3/batch_normalization_76/FusedBatchNormV3"; -"2627 inception_v3/batch_normalization_76/FusedBatchNormV3/ReadVariableOp/resource" -> "2628 inception_v3/batch_normalization_76/FusedBatchNormV3/ReadVariableOp"; -"2628 inception_v3/batch_normalization_76/FusedBatchNormV3/ReadVariableOp" -> "2631 inception_v3/batch_normalization_76/FusedBatchNormV3"; -"2629 inception_v3/batch_normalization_76/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2630 inception_v3/batch_normalization_76/FusedBatchNormV3/ReadVariableOp_1"; -"2630 inception_v3/batch_normalization_76/FusedBatchNormV3/ReadVariableOp_1" -> "2631 inception_v3/batch_normalization_76/FusedBatchNormV3"; -"2631 inception_v3/batch_normalization_76/FusedBatchNormV3" -> "2644 inception_v3/activation_76/Relu"; -"2632 inception_v3/batch_normalization_84/scale" -> "2639 inception_v3/batch_normalization_84/FusedBatchNormV3"; -"2633 inception_v3/batch_normalization_84/ReadVariableOp/resource" -> "2634 inception_v3/batch_normalization_84/ReadVariableOp"; -"2634 inception_v3/batch_normalization_84/ReadVariableOp" -> "2639 inception_v3/batch_normalization_84/FusedBatchNormV3"; -"2635 inception_v3/batch_normalization_84/FusedBatchNormV3/ReadVariableOp/resource" -> "2636 inception_v3/batch_normalization_84/FusedBatchNormV3/ReadVariableOp"; -"2636 inception_v3/batch_normalization_84/FusedBatchNormV3/ReadVariableOp" -> "2639 inception_v3/batch_normalization_84/FusedBatchNormV3"; -"2637 inception_v3/batch_normalization_84/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2638 inception_v3/batch_normalization_84/FusedBatchNormV3/ReadVariableOp_1"; -"2638 inception_v3/batch_normalization_84/FusedBatchNormV3/ReadVariableOp_1" -> "2639 inception_v3/batch_normalization_84/FusedBatchNormV3"; -"2639 inception_v3/batch_normalization_84/FusedBatchNormV3" -> "2655 inception_v3/activation_84/Relu"; -"2640 inception_v3/activation_83/Relu" -> "2671 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars"; -"2641 inception_v3/activation_82/Relu" -> "2663 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars"; -"2642 inception_v3/activation_79/Relu" -> "2687 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_4/FakeQuantWithMinMaxVars"; -"2643 inception_v3/activation_78/Relu" -> "2679 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars"; -"2644 inception_v3/activation_76/Relu" -> "2654 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars"; -"2645 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp/resource" -> "2646 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp"; -"2645 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp/resource" -> "2656 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_1/Abs/ReadVariableOp"; -"2645 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp/resource" -> "2664 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_2/Abs/ReadVariableOp"; -"2645 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp/resource" -> "2672 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_3/Abs/ReadVariableOp"; -"2645 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp/resource" -> "2680 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_4/Abs/ReadVariableOp"; -"2645 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp/resource" -> "2692 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_5/Abs/ReadVariableOp"; -"2646 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/Abs/ReadVariableOp" -> "2647 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/Abs"; -"2647 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/Abs" -> "2649 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/add"; -"2648 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/add/y" -> "2649 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/add"; -"2649 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/add" -> "2652 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/add_1"; -"2650 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "2651 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp"; -"2650 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "2653 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2650 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "2660 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_1/ReadVariableOp"; -"2650 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "2662 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2650 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "2668 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_2/ReadVariableOp"; -"2650 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "2670 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2650 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "2676 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_3/ReadVariableOp"; -"2650 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "2678 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2650 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "2684 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_4/ReadVariableOp"; -"2650 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "2686 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_4/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2650 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "2696 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_5/ReadVariableOp"; -"2650 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp/resource" -> "2698 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_5/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2651 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/ReadVariableOp" -> "2652 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/add_1"; -"2652 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/add_1" -> "2654 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars"; -"2653 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2654 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars"; -"2654 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant/FakeQuantWithMinMaxVars" -> "2701 inception_v3/mixed9/concat"; -"2655 inception_v3/activation_84/Relu" -> "2699 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_5/FakeQuantWithMinMaxVars"; -"2656 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_1/Abs/ReadVariableOp" -> "2657 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_1/Abs"; -"2657 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_1/Abs" -> "2659 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_1/add"; -"2658 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_1/add/y" -> "2659 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_1/add"; -"2659 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_1/add" -> "2661 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_1/add_1"; -"2660 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_1/ReadVariableOp" -> "2661 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_1/add_1"; -"2661 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_1/add_1" -> "2663 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars"; -"2662 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2663 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars"; -"2663 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_1/FakeQuantWithMinMaxVars" -> "2691 inception_v3/concatenate/concat"; -"2664 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_2/Abs/ReadVariableOp" -> "2665 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_2/Abs"; -"2665 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_2/Abs" -> "2667 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_2/add"; -"2666 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_2/add/y" -> "2667 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_2/add"; -"2667 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_2/add" -> "2669 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_2/add_1"; -"2668 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_2/ReadVariableOp" -> "2669 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_2/add_1"; -"2669 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_2/add_1" -> "2671 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars"; -"2670 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2671 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars"; -"2671 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_2/FakeQuantWithMinMaxVars" -> "2691 inception_v3/concatenate/concat"; -"2672 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_3/Abs/ReadVariableOp" -> "2673 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_3/Abs"; -"2673 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_3/Abs" -> "2675 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_3/add"; -"2674 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_3/add/y" -> "2675 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_3/add"; -"2675 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_3/add" -> "2677 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_3/add_1"; -"2676 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_3/ReadVariableOp" -> "2677 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_3/add_1"; -"2677 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_3/add_1" -> "2679 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars"; -"2678 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2679 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars"; -"2679 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_3/FakeQuantWithMinMaxVars" -> "2689 inception_v3/mixed9_0/concat"; -"2680 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_4/Abs/ReadVariableOp" -> "2681 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_4/Abs"; -"2681 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_4/Abs" -> "2683 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_4/add"; -"2682 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_4/add/y" -> "2683 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_4/add"; -"2683 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_4/add" -> "2685 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_4/add_1"; -"2684 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_4/ReadVariableOp" -> "2685 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_4/add_1"; -"2685 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_4/add_1" -> "2687 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_4/FakeQuantWithMinMaxVars"; -"2686 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_4/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2687 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_4/FakeQuantWithMinMaxVars"; -"2687 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_4/FakeQuantWithMinMaxVars" -> "2689 inception_v3/mixed9_0/concat"; -"2688 inception_v3/mixed9_0/concat/axis" -> "2689 inception_v3/mixed9_0/concat"; -"2689 inception_v3/mixed9_0/concat" -> "2701 inception_v3/mixed9/concat"; -"2690 inception_v3/concatenate/concat/axis" -> "2691 inception_v3/concatenate/concat"; -"2691 inception_v3/concatenate/concat" -> "2701 inception_v3/mixed9/concat"; -"2692 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_5/Abs/ReadVariableOp" -> "2693 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_5/Abs"; -"2693 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_5/Abs" -> "2695 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_5/add"; -"2694 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_5/add/y" -> "2695 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_5/add"; -"2695 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_5/add" -> "2697 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_5/add_1"; -"2696 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_5/ReadVariableOp" -> "2697 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_5/add_1"; -"2697 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_5/add_1" -> "2699 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_5/FakeQuantWithMinMaxVars"; -"2698 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_5/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2699 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_5/FakeQuantWithMinMaxVars"; -"2699 inception_v3/activation_78/fake_quantize/unified_scale_group/AsymmQuant_5/FakeQuantWithMinMaxVars" -> "2701 inception_v3/mixed9/concat"; -"2700 inception_v3/mixed9/concat/axis" -> "2701 inception_v3/mixed9/concat"; -"2701 inception_v3/mixed9/concat" -> "2713 inception_v3/conv2d_89/Conv2D"; -"2701 inception_v3/mixed9/concat" -> "2756 inception_v3/conv2d_86/Conv2D"; -"2701 inception_v3/mixed9/concat" -> "2775 inception_v3/average_pooling2d_8/AvgPool"; -"2701 inception_v3/mixed9/concat" -> "2909 inception_v3/conv2d_85/Conv2D"; -"2702 inception_v3/conv2d_89/SymmQuant/Abs/ReadVariableOp/resource" -> "2703 inception_v3/conv2d_89/SymmQuant/Abs/ReadVariableOp"; -"2703 inception_v3/conv2d_89/SymmQuant/Abs/ReadVariableOp" -> "2704 inception_v3/conv2d_89/SymmQuant/Abs"; -"2704 inception_v3/conv2d_89/SymmQuant/Abs" -> "2706 inception_v3/conv2d_89/SymmQuant/add"; -"2705 inception_v3/conv2d_89/SymmQuant/add/y" -> "2706 inception_v3/conv2d_89/SymmQuant/add"; -"2706 inception_v3/conv2d_89/SymmQuant/add" -> "2709 inception_v3/conv2d_89/SymmQuant/mul"; -"2706 inception_v3/conv2d_89/SymmQuant/add" -> "2712 inception_v3/conv2d_89/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2707 inception_v3/conv2d_89/SymmQuant/mul/ReadVariableOp/resource" -> "2708 inception_v3/conv2d_89/SymmQuant/mul/ReadVariableOp"; -"2708 inception_v3/conv2d_89/SymmQuant/mul/ReadVariableOp" -> "2709 inception_v3/conv2d_89/SymmQuant/mul"; -"2709 inception_v3/conv2d_89/SymmQuant/mul" -> "2712 inception_v3/conv2d_89/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2710 inception_v3/conv2d_89/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "2711 inception_v3/conv2d_89/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"2711 inception_v3/conv2d_89/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "2712 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-"2973 inception_v3/activation_85/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "2974 inception_v3/activation_85/fake_quantize/AsymmQuant/Abs"; -"2974 inception_v3/activation_85/fake_quantize/AsymmQuant/Abs" -> "2976 inception_v3/activation_85/fake_quantize/AsymmQuant/add"; -"2975 inception_v3/activation_85/fake_quantize/AsymmQuant/add/y" -> "2976 inception_v3/activation_85/fake_quantize/AsymmQuant/add"; -"2976 inception_v3/activation_85/fake_quantize/AsymmQuant/add" -> "2979 inception_v3/activation_85/fake_quantize/AsymmQuant/add_1"; -"2977 inception_v3/activation_85/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2978 inception_v3/activation_85/fake_quantize/AsymmQuant/ReadVariableOp"; -"2977 inception_v3/activation_85/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2980 inception_v3/activation_85/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2978 inception_v3/activation_85/fake_quantize/AsymmQuant/ReadVariableOp" -> "2979 inception_v3/activation_85/fake_quantize/AsymmQuant/add_1"; -"2979 inception_v3/activation_85/fake_quantize/AsymmQuant/add_1" -> "2981 inception_v3/activation_85/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2980 inception_v3/activation_85/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2981 inception_v3/activation_85/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2981 inception_v3/activation_85/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "2997 inception_v3/mixed10/concat"; -"2982 inception_v3/mixed9_1/concat/axis" -> "2983 inception_v3/mixed9_1/concat"; -"2983 inception_v3/mixed9_1/concat" -> "2997 inception_v3/mixed10/concat"; -"2984 inception_v3/concatenate_1/concat/axis" -> "2985 inception_v3/concatenate_1/concat"; -"2985 inception_v3/concatenate_1/concat" -> "2997 inception_v3/mixed10/concat"; -"2986 inception_v3/activation_93/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "2987 inception_v3/activation_93/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"2987 inception_v3/activation_93/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "2988 inception_v3/activation_93/fake_quantize/AsymmQuant/Abs"; -"2988 inception_v3/activation_93/fake_quantize/AsymmQuant/Abs" -> "2990 inception_v3/activation_93/fake_quantize/AsymmQuant/add"; -"2989 inception_v3/activation_93/fake_quantize/AsymmQuant/add/y" -> "2990 inception_v3/activation_93/fake_quantize/AsymmQuant/add"; -"2990 inception_v3/activation_93/fake_quantize/AsymmQuant/add" -> "2993 inception_v3/activation_93/fake_quantize/AsymmQuant/add_1"; -"2991 inception_v3/activation_93/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2992 inception_v3/activation_93/fake_quantize/AsymmQuant/ReadVariableOp"; -"2991 inception_v3/activation_93/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2994 inception_v3/activation_93/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2992 inception_v3/activation_93/fake_quantize/AsymmQuant/ReadVariableOp" -> "2993 inception_v3/activation_93/fake_quantize/AsymmQuant/add_1"; -"2993 inception_v3/activation_93/fake_quantize/AsymmQuant/add_1" -> "2995 inception_v3/activation_93/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2994 inception_v3/activation_93/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2995 inception_v3/activation_93/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2995 inception_v3/activation_93/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "2997 inception_v3/mixed10/concat"; -"2996 inception_v3/mixed10/concat/axis" -> "2997 inception_v3/mixed10/concat"; -"2997 inception_v3/mixed10/concat" -> "2999 inception_v3/avg_pool/Mean"; -"2998 inception_v3/avg_pool/Mean/reduction_indices" -> "2999 inception_v3/avg_pool/Mean"; -"2999 inception_v3/avg_pool/Mean" -> "3009 inception_v3/avg_pool/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"3000 inception_v3/avg_pool/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "3001 inception_v3/avg_pool/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"3001 inception_v3/avg_pool/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "3002 inception_v3/avg_pool/fake_quantize/AsymmQuant/Abs"; -"3002 inception_v3/avg_pool/fake_quantize/AsymmQuant/Abs" -> "3004 inception_v3/avg_pool/fake_quantize/AsymmQuant/add"; -"3003 inception_v3/avg_pool/fake_quantize/AsymmQuant/add/y" -> "3004 inception_v3/avg_pool/fake_quantize/AsymmQuant/add"; -"3004 inception_v3/avg_pool/fake_quantize/AsymmQuant/add" -> "3007 inception_v3/avg_pool/fake_quantize/AsymmQuant/add_1"; -"3005 inception_v3/avg_pool/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "3006 inception_v3/avg_pool/fake_quantize/AsymmQuant/ReadVariableOp"; -"3005 inception_v3/avg_pool/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "3008 inception_v3/avg_pool/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"3006 inception_v3/avg_pool/fake_quantize/AsymmQuant/ReadVariableOp" -> "3007 inception_v3/avg_pool/fake_quantize/AsymmQuant/add_1"; -"3007 inception_v3/avg_pool/fake_quantize/AsymmQuant/add_1" -> "3009 inception_v3/avg_pool/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"3008 inception_v3/avg_pool/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "3009 inception_v3/avg_pool/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"3009 inception_v3/avg_pool/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "3021 inception_v3/predictions/MatMul"; -"3010 inception_v3/predictions/SymmQuant/Abs/ReadVariableOp/resource" -> "3011 inception_v3/predictions/SymmQuant/Abs/ReadVariableOp"; -"3011 inception_v3/predictions/SymmQuant/Abs/ReadVariableOp" -> "3012 inception_v3/predictions/SymmQuant/Abs"; -"3012 inception_v3/predictions/SymmQuant/Abs" -> "3014 inception_v3/predictions/SymmQuant/add"; -"3013 inception_v3/predictions/SymmQuant/add/y" -> "3014 inception_v3/predictions/SymmQuant/add"; -"3014 inception_v3/predictions/SymmQuant/add" -> "3017 inception_v3/predictions/SymmQuant/mul"; -"3014 inception_v3/predictions/SymmQuant/add" -> "3020 inception_v3/predictions/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"3015 inception_v3/predictions/SymmQuant/mul/ReadVariableOp/resource" -> "3016 inception_v3/predictions/SymmQuant/mul/ReadVariableOp"; -"3016 inception_v3/predictions/SymmQuant/mul/ReadVariableOp" -> "3017 inception_v3/predictions/SymmQuant/mul"; -"3017 inception_v3/predictions/SymmQuant/mul" -> "3020 inception_v3/predictions/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"3018 inception_v3/predictions/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "3019 inception_v3/predictions/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"3019 inception_v3/predictions/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "3020 inception_v3/predictions/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"3020 inception_v3/predictions/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "3021 inception_v3/predictions/MatMul"; -"3021 inception_v3/predictions/MatMul" -> "3024 inception_v3/predictions/BiasAdd"; -"3022 inception_v3/predictions/BiasAdd/ReadVariableOp/resource" -> "3023 inception_v3/predictions/BiasAdd/ReadVariableOp"; -"3023 inception_v3/predictions/BiasAdd/ReadVariableOp" -> "3024 inception_v3/predictions/BiasAdd"; -"3024 inception_v3/predictions/BiasAdd" -> "3025 inception_v3/predictions/Softmax"; -"3025 inception_v3/predictions/Softmax" -> "3026 Identity"; -} diff --git a/tests/tensorflow/data/reference_graphs/2.8/quantized/w_sym_ch_a_asym_t/mask_rcnn.dot b/tests/tensorflow/data/reference_graphs/2.8/quantized/w_sym_ch_a_asym_t/mask_rcnn.dot deleted file mode 100644 index 331582f6ba4..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.8/quantized/w_sym_ch_a_asym_t/mask_rcnn.dot +++ /dev/null @@ -1,15829 +0,0 @@ -strict digraph { -"0 args_0" [id=0, op=Placeholder]; -"1 args_0_1" [id=1, op=Placeholder]; -"2 maskrcnn/image/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" [id=2, op=Placeholder]; -"3 maskrcnn/image/fake_quantize/AsymmQuant/Abs/ReadVariableOp" [id=3, op=ReadVariableOp]; -"4 maskrcnn/image/fake_quantize/AsymmQuant/Abs" [id=4, op=Abs]; -"5 maskrcnn/image/fake_quantize/AsymmQuant/add/y" [id=5, op=Const]; -"6 maskrcnn/image/fake_quantize/AsymmQuant/add" [id=6, op=AddV2]; -"7 maskrcnn/image/fake_quantize/AsymmQuant/ReadVariableOp/resource" [id=7, op=Placeholder]; -"8 maskrcnn/image/fake_quantize/AsymmQuant/ReadVariableOp" [id=8, op=ReadVariableOp]; -"9 maskrcnn/image/fake_quantize/AsymmQuant/add_1" [id=9, op=AddV2]; -"10 maskrcnn/image/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" [id=10, op=ReadVariableOp]; -"11 maskrcnn/image/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" [id=11, op=FakeQuantWithMinMaxVars]; -"12 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-"781 maskrcnn/tf.nn.relu_19/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "782 maskrcnn/tf.nn.relu_19/fake_quantize/AsymmQuant/Abs"; -"782 maskrcnn/tf.nn.relu_19/fake_quantize/AsymmQuant/Abs" -> "784 maskrcnn/tf.nn.relu_19/fake_quantize/AsymmQuant/add"; -"783 maskrcnn/tf.nn.relu_19/fake_quantize/AsymmQuant/add/y" -> "784 maskrcnn/tf.nn.relu_19/fake_quantize/AsymmQuant/add"; -"784 maskrcnn/tf.nn.relu_19/fake_quantize/AsymmQuant/add" -> "787 maskrcnn/tf.nn.relu_19/fake_quantize/AsymmQuant/add_1"; -"785 maskrcnn/tf.nn.relu_19/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "786 maskrcnn/tf.nn.relu_19/fake_quantize/AsymmQuant/ReadVariableOp"; -"785 maskrcnn/tf.nn.relu_19/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "788 maskrcnn/tf.nn.relu_19/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"786 maskrcnn/tf.nn.relu_19/fake_quantize/AsymmQuant/ReadVariableOp" -> "787 maskrcnn/tf.nn.relu_19/fake_quantize/AsymmQuant/add_1"; -"787 maskrcnn/tf.nn.relu_19/fake_quantize/AsymmQuant/add_1" -> "789 maskrcnn/tf.nn.relu_19/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"788 maskrcnn/tf.nn.relu_19/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "789 maskrcnn/tf.nn.relu_19/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"789 maskrcnn/tf.nn.relu_19/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "801 maskrcnn/conv2d_22/Conv2D"; -"790 maskrcnn/conv2d_22/SymmQuant/Abs/ReadVariableOp/resource" -> "791 maskrcnn/conv2d_22/SymmQuant/Abs/ReadVariableOp"; -"791 maskrcnn/conv2d_22/SymmQuant/Abs/ReadVariableOp" -> "792 maskrcnn/conv2d_22/SymmQuant/Abs"; -"792 maskrcnn/conv2d_22/SymmQuant/Abs" -> "794 maskrcnn/conv2d_22/SymmQuant/add"; -"793 maskrcnn/conv2d_22/SymmQuant/add/y" -> "794 maskrcnn/conv2d_22/SymmQuant/add"; -"794 maskrcnn/conv2d_22/SymmQuant/add" -> "797 maskrcnn/conv2d_22/SymmQuant/mul"; -"794 maskrcnn/conv2d_22/SymmQuant/add" -> "800 maskrcnn/conv2d_22/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"795 maskrcnn/conv2d_22/SymmQuant/mul/ReadVariableOp/resource" -> "796 maskrcnn/conv2d_22/SymmQuant/mul/ReadVariableOp"; -"796 maskrcnn/conv2d_22/SymmQuant/mul/ReadVariableOp" -> "797 maskrcnn/conv2d_22/SymmQuant/mul"; -"797 maskrcnn/conv2d_22/SymmQuant/mul" -> "800 maskrcnn/conv2d_22/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"798 maskrcnn/conv2d_22/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "799 maskrcnn/conv2d_22/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"799 maskrcnn/conv2d_22/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "800 maskrcnn/conv2d_22/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"800 maskrcnn/conv2d_22/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "801 maskrcnn/conv2d_22/Conv2D"; -"801 maskrcnn/conv2d_22/Conv2D" -> "810 maskrcnn/batch_normalization_22/FusedBatchNormV3"; -"802 maskrcnn/batch_normalization_22/ReadVariableOp/resource" -> "803 maskrcnn/batch_normalization_22/ReadVariableOp"; -"803 maskrcnn/batch_normalization_22/ReadVariableOp" -> "810 maskrcnn/batch_normalization_22/FusedBatchNormV3"; -"804 maskrcnn/batch_normalization_22/ReadVariableOp_1/resource" -> "805 maskrcnn/batch_normalization_22/ReadVariableOp_1"; -"805 maskrcnn/batch_normalization_22/ReadVariableOp_1" -> "810 maskrcnn/batch_normalization_22/FusedBatchNormV3"; -"806 maskrcnn/batch_normalization_22/FusedBatchNormV3/ReadVariableOp/resource" -> "807 maskrcnn/batch_normalization_22/FusedBatchNormV3/ReadVariableOp"; -"807 maskrcnn/batch_normalization_22/FusedBatchNormV3/ReadVariableOp" -> "810 maskrcnn/batch_normalization_22/FusedBatchNormV3"; -"808 maskrcnn/batch_normalization_22/FusedBatchNormV3/ReadVariableOp_1/resource" -> "809 maskrcnn/batch_normalization_22/FusedBatchNormV3/ReadVariableOp_1"; -"809 maskrcnn/batch_normalization_22/FusedBatchNormV3/ReadVariableOp_1" -> "810 maskrcnn/batch_normalization_22/FusedBatchNormV3"; -"810 maskrcnn/batch_normalization_22/FusedBatchNormV3" -> "811 maskrcnn/tf.nn.relu_20/Relu"; -"811 maskrcnn/tf.nn.relu_20/Relu" -> "821 maskrcnn/tf.nn.relu_20/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"812 maskrcnn/tf.nn.relu_20/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "813 maskrcnn/tf.nn.relu_20/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"813 maskrcnn/tf.nn.relu_20/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "814 maskrcnn/tf.nn.relu_20/fake_quantize/AsymmQuant/Abs"; -"814 maskrcnn/tf.nn.relu_20/fake_quantize/AsymmQuant/Abs" -> "816 maskrcnn/tf.nn.relu_20/fake_quantize/AsymmQuant/add"; -"815 maskrcnn/tf.nn.relu_20/fake_quantize/AsymmQuant/add/y" -> "816 maskrcnn/tf.nn.relu_20/fake_quantize/AsymmQuant/add"; -"816 maskrcnn/tf.nn.relu_20/fake_quantize/AsymmQuant/add" -> "819 maskrcnn/tf.nn.relu_20/fake_quantize/AsymmQuant/add_1"; -"817 maskrcnn/tf.nn.relu_20/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "818 maskrcnn/tf.nn.relu_20/fake_quantize/AsymmQuant/ReadVariableOp"; -"817 maskrcnn/tf.nn.relu_20/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "820 maskrcnn/tf.nn.relu_20/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"818 maskrcnn/tf.nn.relu_20/fake_quantize/AsymmQuant/ReadVariableOp" -> "819 maskrcnn/tf.nn.relu_20/fake_quantize/AsymmQuant/add_1"; -"819 maskrcnn/tf.nn.relu_20/fake_quantize/AsymmQuant/add_1" -> "821 maskrcnn/tf.nn.relu_20/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"820 maskrcnn/tf.nn.relu_20/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "821 maskrcnn/tf.nn.relu_20/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"821 maskrcnn/tf.nn.relu_20/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "833 maskrcnn/conv2d_23/Conv2D"; -"822 maskrcnn/conv2d_23/SymmQuant/Abs/ReadVariableOp/resource" -> "823 maskrcnn/conv2d_23/SymmQuant/Abs/ReadVariableOp"; -"823 maskrcnn/conv2d_23/SymmQuant/Abs/ReadVariableOp" -> "824 maskrcnn/conv2d_23/SymmQuant/Abs"; -"824 maskrcnn/conv2d_23/SymmQuant/Abs" -> "826 maskrcnn/conv2d_23/SymmQuant/add"; -"825 maskrcnn/conv2d_23/SymmQuant/add/y" -> "826 maskrcnn/conv2d_23/SymmQuant/add"; -"826 maskrcnn/conv2d_23/SymmQuant/add" -> "829 maskrcnn/conv2d_23/SymmQuant/mul"; -"826 maskrcnn/conv2d_23/SymmQuant/add" -> "832 maskrcnn/conv2d_23/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"827 maskrcnn/conv2d_23/SymmQuant/mul/ReadVariableOp/resource" -> "828 maskrcnn/conv2d_23/SymmQuant/mul/ReadVariableOp"; -"828 maskrcnn/conv2d_23/SymmQuant/mul/ReadVariableOp" -> "829 maskrcnn/conv2d_23/SymmQuant/mul"; -"829 maskrcnn/conv2d_23/SymmQuant/mul" -> "832 maskrcnn/conv2d_23/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"830 maskrcnn/conv2d_23/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "831 maskrcnn/conv2d_23/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"831 maskrcnn/conv2d_23/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "832 maskrcnn/conv2d_23/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"832 maskrcnn/conv2d_23/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "833 maskrcnn/conv2d_23/Conv2D"; -"833 maskrcnn/conv2d_23/Conv2D" -> "842 maskrcnn/batch_normalization_23/FusedBatchNormV3"; -"834 maskrcnn/batch_normalization_23/ReadVariableOp/resource" -> "835 maskrcnn/batch_normalization_23/ReadVariableOp"; -"835 maskrcnn/batch_normalization_23/ReadVariableOp" -> "842 maskrcnn/batch_normalization_23/FusedBatchNormV3"; -"836 maskrcnn/batch_normalization_23/ReadVariableOp_1/resource" -> "837 maskrcnn/batch_normalization_23/ReadVariableOp_1"; -"837 maskrcnn/batch_normalization_23/ReadVariableOp_1" -> "842 maskrcnn/batch_normalization_23/FusedBatchNormV3"; -"838 maskrcnn/batch_normalization_23/FusedBatchNormV3/ReadVariableOp/resource" -> "839 maskrcnn/batch_normalization_23/FusedBatchNormV3/ReadVariableOp"; -"839 maskrcnn/batch_normalization_23/FusedBatchNormV3/ReadVariableOp" -> "842 maskrcnn/batch_normalization_23/FusedBatchNormV3"; -"840 maskrcnn/batch_normalization_23/FusedBatchNormV3/ReadVariableOp_1/resource" -> "841 maskrcnn/batch_normalization_23/FusedBatchNormV3/ReadVariableOp_1"; -"841 maskrcnn/batch_normalization_23/FusedBatchNormV3/ReadVariableOp_1" -> "842 maskrcnn/batch_normalization_23/FusedBatchNormV3"; -"842 maskrcnn/batch_normalization_23/FusedBatchNormV3" -> "852 maskrcnn/batch_normalization_23/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"843 maskrcnn/batch_normalization_23/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "844 maskrcnn/batch_normalization_23/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"844 maskrcnn/batch_normalization_23/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "845 maskrcnn/batch_normalization_23/fake_quantize/AsymmQuant/Abs"; -"845 maskrcnn/batch_normalization_23/fake_quantize/AsymmQuant/Abs" -> "847 maskrcnn/batch_normalization_23/fake_quantize/AsymmQuant/add"; -"846 maskrcnn/batch_normalization_23/fake_quantize/AsymmQuant/add/y" -> "847 maskrcnn/batch_normalization_23/fake_quantize/AsymmQuant/add"; -"847 maskrcnn/batch_normalization_23/fake_quantize/AsymmQuant/add" -> "850 maskrcnn/batch_normalization_23/fake_quantize/AsymmQuant/add_1"; -"848 maskrcnn/batch_normalization_23/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "849 maskrcnn/batch_normalization_23/fake_quantize/AsymmQuant/ReadVariableOp"; -"848 maskrcnn/batch_normalization_23/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "851 maskrcnn/batch_normalization_23/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"849 maskrcnn/batch_normalization_23/fake_quantize/AsymmQuant/ReadVariableOp" -> "850 maskrcnn/batch_normalization_23/fake_quantize/AsymmQuant/add_1"; -"850 maskrcnn/batch_normalization_23/fake_quantize/AsymmQuant/add_1" -> "852 maskrcnn/batch_normalization_23/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"851 maskrcnn/batch_normalization_23/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "852 maskrcnn/batch_normalization_23/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"852 maskrcnn/batch_normalization_23/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "853 maskrcnn/tf.__operators__.add_6/AddV2"; -"853 maskrcnn/tf.__operators__.add_6/AddV2" -> "854 maskrcnn/tf.nn.relu_21/Relu"; -"854 maskrcnn/tf.nn.relu_21/Relu" -> "864 maskrcnn/tf.nn.relu_21/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"855 maskrcnn/tf.nn.relu_21/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "856 maskrcnn/tf.nn.relu_21/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"856 maskrcnn/tf.nn.relu_21/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "857 maskrcnn/tf.nn.relu_21/fake_quantize/AsymmQuant/Abs"; -"857 maskrcnn/tf.nn.relu_21/fake_quantize/AsymmQuant/Abs" -> "859 maskrcnn/tf.nn.relu_21/fake_quantize/AsymmQuant/add"; -"858 maskrcnn/tf.nn.relu_21/fake_quantize/AsymmQuant/add/y" -> "859 maskrcnn/tf.nn.relu_21/fake_quantize/AsymmQuant/add"; -"859 maskrcnn/tf.nn.relu_21/fake_quantize/AsymmQuant/add" -> "862 maskrcnn/tf.nn.relu_21/fake_quantize/AsymmQuant/add_1"; -"860 maskrcnn/tf.nn.relu_21/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "861 maskrcnn/tf.nn.relu_21/fake_quantize/AsymmQuant/ReadVariableOp"; -"860 maskrcnn/tf.nn.relu_21/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "863 maskrcnn/tf.nn.relu_21/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"861 maskrcnn/tf.nn.relu_21/fake_quantize/AsymmQuant/ReadVariableOp" -> "862 maskrcnn/tf.nn.relu_21/fake_quantize/AsymmQuant/add_1"; -"862 maskrcnn/tf.nn.relu_21/fake_quantize/AsymmQuant/add_1" -> "864 maskrcnn/tf.nn.relu_21/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"863 maskrcnn/tf.nn.relu_21/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "864 maskrcnn/tf.nn.relu_21/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"864 maskrcnn/tf.nn.relu_21/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "865 maskrcnn/tf.identity_3/Identity"; -"865 maskrcnn/tf.identity_3/Identity" -> "877 maskrcnn/conv2d_25/Conv2D"; -"865 maskrcnn/tf.identity_3/Identity" -> "923 maskrcnn/tf.compat.v1.pad_3/Pad"; -"865 maskrcnn/tf.identity_3/Identity" -> "1987 maskrcnn/l3/Conv2D"; -"866 maskrcnn/conv2d_25/SymmQuant/Abs/ReadVariableOp/resource" -> "867 maskrcnn/conv2d_25/SymmQuant/Abs/ReadVariableOp"; -"867 maskrcnn/conv2d_25/SymmQuant/Abs/ReadVariableOp" -> "868 maskrcnn/conv2d_25/SymmQuant/Abs"; -"868 maskrcnn/conv2d_25/SymmQuant/Abs" -> "870 maskrcnn/conv2d_25/SymmQuant/add"; -"869 maskrcnn/conv2d_25/SymmQuant/add/y" -> "870 maskrcnn/conv2d_25/SymmQuant/add"; -"870 maskrcnn/conv2d_25/SymmQuant/add" -> "873 maskrcnn/conv2d_25/SymmQuant/mul"; -"870 maskrcnn/conv2d_25/SymmQuant/add" -> "876 maskrcnn/conv2d_25/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"871 maskrcnn/conv2d_25/SymmQuant/mul/ReadVariableOp/resource" -> "872 maskrcnn/conv2d_25/SymmQuant/mul/ReadVariableOp"; -"872 maskrcnn/conv2d_25/SymmQuant/mul/ReadVariableOp" -> "873 maskrcnn/conv2d_25/SymmQuant/mul"; -"873 maskrcnn/conv2d_25/SymmQuant/mul" -> "876 maskrcnn/conv2d_25/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"874 maskrcnn/conv2d_25/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "875 maskrcnn/conv2d_25/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"875 maskrcnn/conv2d_25/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "876 maskrcnn/conv2d_25/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"876 maskrcnn/conv2d_25/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "877 maskrcnn/conv2d_25/Conv2D"; -"877 maskrcnn/conv2d_25/Conv2D" -> "886 maskrcnn/batch_normalization_25/FusedBatchNormV3"; -"878 maskrcnn/batch_normalization_25/ReadVariableOp/resource" -> "879 maskrcnn/batch_normalization_25/ReadVariableOp"; -"879 maskrcnn/batch_normalization_25/ReadVariableOp" -> "886 maskrcnn/batch_normalization_25/FusedBatchNormV3"; -"880 maskrcnn/batch_normalization_25/ReadVariableOp_1/resource" -> "881 maskrcnn/batch_normalization_25/ReadVariableOp_1"; -"881 maskrcnn/batch_normalization_25/ReadVariableOp_1" -> "886 maskrcnn/batch_normalization_25/FusedBatchNormV3"; -"882 maskrcnn/batch_normalization_25/FusedBatchNormV3/ReadVariableOp/resource" -> "883 maskrcnn/batch_normalization_25/FusedBatchNormV3/ReadVariableOp"; -"883 maskrcnn/batch_normalization_25/FusedBatchNormV3/ReadVariableOp" -> "886 maskrcnn/batch_normalization_25/FusedBatchNormV3"; -"884 maskrcnn/batch_normalization_25/FusedBatchNormV3/ReadVariableOp_1/resource" -> "885 maskrcnn/batch_normalization_25/FusedBatchNormV3/ReadVariableOp_1"; -"885 maskrcnn/batch_normalization_25/FusedBatchNormV3/ReadVariableOp_1" -> "886 maskrcnn/batch_normalization_25/FusedBatchNormV3"; -"886 maskrcnn/batch_normalization_25/FusedBatchNormV3" -> "887 maskrcnn/tf.nn.relu_22/Relu"; -"887 maskrcnn/tf.nn.relu_22/Relu" -> "897 maskrcnn/tf.nn.relu_22/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"888 maskrcnn/tf.nn.relu_22/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "889 maskrcnn/tf.nn.relu_22/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"889 maskrcnn/tf.nn.relu_22/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "890 maskrcnn/tf.nn.relu_22/fake_quantize/AsymmQuant/Abs"; -"890 maskrcnn/tf.nn.relu_22/fake_quantize/AsymmQuant/Abs" -> "892 maskrcnn/tf.nn.relu_22/fake_quantize/AsymmQuant/add"; -"891 maskrcnn/tf.nn.relu_22/fake_quantize/AsymmQuant/add/y" -> "892 maskrcnn/tf.nn.relu_22/fake_quantize/AsymmQuant/add"; -"892 maskrcnn/tf.nn.relu_22/fake_quantize/AsymmQuant/add" -> "895 maskrcnn/tf.nn.relu_22/fake_quantize/AsymmQuant/add_1"; -"893 maskrcnn/tf.nn.relu_22/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "894 maskrcnn/tf.nn.relu_22/fake_quantize/AsymmQuant/ReadVariableOp"; -"893 maskrcnn/tf.nn.relu_22/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "896 maskrcnn/tf.nn.relu_22/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"894 maskrcnn/tf.nn.relu_22/fake_quantize/AsymmQuant/ReadVariableOp" -> "895 maskrcnn/tf.nn.relu_22/fake_quantize/AsymmQuant/add_1"; -"895 maskrcnn/tf.nn.relu_22/fake_quantize/AsymmQuant/add_1" -> "897 maskrcnn/tf.nn.relu_22/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"896 maskrcnn/tf.nn.relu_22/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "897 maskrcnn/tf.nn.relu_22/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"897 maskrcnn/tf.nn.relu_22/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "899 maskrcnn/tf.compat.v1.pad_4/Pad"; -"898 maskrcnn/tf.compat.v1.pad_4/Pad/paddings" -> "899 maskrcnn/tf.compat.v1.pad_4/Pad"; -"899 maskrcnn/tf.compat.v1.pad_4/Pad" -> "911 maskrcnn/conv2d_26/Conv2D"; -"900 maskrcnn/conv2d_26/SymmQuant/Abs/ReadVariableOp/resource" -> "901 maskrcnn/conv2d_26/SymmQuant/Abs/ReadVariableOp"; -"901 maskrcnn/conv2d_26/SymmQuant/Abs/ReadVariableOp" -> "902 maskrcnn/conv2d_26/SymmQuant/Abs"; -"902 maskrcnn/conv2d_26/SymmQuant/Abs" -> "904 maskrcnn/conv2d_26/SymmQuant/add"; -"903 maskrcnn/conv2d_26/SymmQuant/add/y" -> "904 maskrcnn/conv2d_26/SymmQuant/add"; -"904 maskrcnn/conv2d_26/SymmQuant/add" -> "907 maskrcnn/conv2d_26/SymmQuant/mul"; -"904 maskrcnn/conv2d_26/SymmQuant/add" -> "910 maskrcnn/conv2d_26/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"905 maskrcnn/conv2d_26/SymmQuant/mul/ReadVariableOp/resource" -> "906 maskrcnn/conv2d_26/SymmQuant/mul/ReadVariableOp"; -"906 maskrcnn/conv2d_26/SymmQuant/mul/ReadVariableOp" -> "907 maskrcnn/conv2d_26/SymmQuant/mul"; -"907 maskrcnn/conv2d_26/SymmQuant/mul" -> "910 maskrcnn/conv2d_26/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"908 maskrcnn/conv2d_26/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "909 maskrcnn/conv2d_26/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"909 maskrcnn/conv2d_26/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "910 maskrcnn/conv2d_26/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"910 maskrcnn/conv2d_26/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "911 maskrcnn/conv2d_26/Conv2D"; -"911 maskrcnn/conv2d_26/Conv2D" -> "920 maskrcnn/batch_normalization_26/FusedBatchNormV3"; -"912 maskrcnn/batch_normalization_26/ReadVariableOp/resource" -> "913 maskrcnn/batch_normalization_26/ReadVariableOp"; -"913 maskrcnn/batch_normalization_26/ReadVariableOp" -> "920 maskrcnn/batch_normalization_26/FusedBatchNormV3"; -"914 maskrcnn/batch_normalization_26/ReadVariableOp_1/resource" -> "915 maskrcnn/batch_normalization_26/ReadVariableOp_1"; -"915 maskrcnn/batch_normalization_26/ReadVariableOp_1" -> "920 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maskrcnn/batch_normalization_32/FusedBatchNormV3"; -"1165 maskrcnn/batch_normalization_32/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1166 maskrcnn/batch_normalization_32/FusedBatchNormV3/ReadVariableOp_1"; -"1166 maskrcnn/batch_normalization_32/FusedBatchNormV3/ReadVariableOp_1" -> "1167 maskrcnn/batch_normalization_32/FusedBatchNormV3"; -"1167 maskrcnn/batch_normalization_32/FusedBatchNormV3" -> "1168 maskrcnn/tf.nn.relu_29/Relu"; -"1168 maskrcnn/tf.nn.relu_29/Relu" -> "1178 maskrcnn/tf.nn.relu_29/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1169 maskrcnn/tf.nn.relu_29/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1170 maskrcnn/tf.nn.relu_29/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"1170 maskrcnn/tf.nn.relu_29/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1171 maskrcnn/tf.nn.relu_29/fake_quantize/AsymmQuant/Abs"; -"1171 maskrcnn/tf.nn.relu_29/fake_quantize/AsymmQuant/Abs" -> "1173 maskrcnn/tf.nn.relu_29/fake_quantize/AsymmQuant/add"; -"1172 maskrcnn/tf.nn.relu_29/fake_quantize/AsymmQuant/add/y" -> "1173 maskrcnn/tf.nn.relu_29/fake_quantize/AsymmQuant/add"; -"1173 maskrcnn/tf.nn.relu_29/fake_quantize/AsymmQuant/add" -> "1176 maskrcnn/tf.nn.relu_29/fake_quantize/AsymmQuant/add_1"; -"1174 maskrcnn/tf.nn.relu_29/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1175 maskrcnn/tf.nn.relu_29/fake_quantize/AsymmQuant/ReadVariableOp"; -"1174 maskrcnn/tf.nn.relu_29/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1177 maskrcnn/tf.nn.relu_29/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1175 maskrcnn/tf.nn.relu_29/fake_quantize/AsymmQuant/ReadVariableOp" -> "1176 maskrcnn/tf.nn.relu_29/fake_quantize/AsymmQuant/add_1"; -"1176 maskrcnn/tf.nn.relu_29/fake_quantize/AsymmQuant/add_1" -> "1178 maskrcnn/tf.nn.relu_29/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1177 maskrcnn/tf.nn.relu_29/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1178 maskrcnn/tf.nn.relu_29/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1178 maskrcnn/tf.nn.relu_29/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1190 maskrcnn/conv2d_33/Conv2D"; -"1179 maskrcnn/conv2d_33/SymmQuant/Abs/ReadVariableOp/resource" -> "1180 maskrcnn/conv2d_33/SymmQuant/Abs/ReadVariableOp"; -"1180 maskrcnn/conv2d_33/SymmQuant/Abs/ReadVariableOp" -> "1181 maskrcnn/conv2d_33/SymmQuant/Abs"; -"1181 maskrcnn/conv2d_33/SymmQuant/Abs" -> "1183 maskrcnn/conv2d_33/SymmQuant/add"; -"1182 maskrcnn/conv2d_33/SymmQuant/add/y" -> "1183 maskrcnn/conv2d_33/SymmQuant/add"; -"1183 maskrcnn/conv2d_33/SymmQuant/add" -> "1186 maskrcnn/conv2d_33/SymmQuant/mul"; -"1183 maskrcnn/conv2d_33/SymmQuant/add" -> "1189 maskrcnn/conv2d_33/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1184 maskrcnn/conv2d_33/SymmQuant/mul/ReadVariableOp/resource" -> "1185 maskrcnn/conv2d_33/SymmQuant/mul/ReadVariableOp"; -"1185 maskrcnn/conv2d_33/SymmQuant/mul/ReadVariableOp" -> "1186 maskrcnn/conv2d_33/SymmQuant/mul"; -"1186 maskrcnn/conv2d_33/SymmQuant/mul" -> "1189 maskrcnn/conv2d_33/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1187 maskrcnn/conv2d_33/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1188 maskrcnn/conv2d_33/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1188 maskrcnn/conv2d_33/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1189 maskrcnn/conv2d_33/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1189 maskrcnn/conv2d_33/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1190 maskrcnn/conv2d_33/Conv2D"; -"1190 maskrcnn/conv2d_33/Conv2D" -> "1199 maskrcnn/batch_normalization_33/FusedBatchNormV3"; -"1191 maskrcnn/batch_normalization_33/ReadVariableOp/resource" -> "1192 maskrcnn/batch_normalization_33/ReadVariableOp"; -"1192 maskrcnn/batch_normalization_33/ReadVariableOp" -> "1199 maskrcnn/batch_normalization_33/FusedBatchNormV3"; -"1193 maskrcnn/batch_normalization_33/ReadVariableOp_1/resource" -> "1194 maskrcnn/batch_normalization_33/ReadVariableOp_1"; -"1194 maskrcnn/batch_normalization_33/ReadVariableOp_1" -> "1199 maskrcnn/batch_normalization_33/FusedBatchNormV3"; -"1195 maskrcnn/batch_normalization_33/FusedBatchNormV3/ReadVariableOp/resource" -> "1196 maskrcnn/batch_normalization_33/FusedBatchNormV3/ReadVariableOp"; -"1196 maskrcnn/batch_normalization_33/FusedBatchNormV3/ReadVariableOp" -> "1199 maskrcnn/batch_normalization_33/FusedBatchNormV3"; -"1197 maskrcnn/batch_normalization_33/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1198 maskrcnn/batch_normalization_33/FusedBatchNormV3/ReadVariableOp_1"; -"1198 maskrcnn/batch_normalization_33/FusedBatchNormV3/ReadVariableOp_1" -> "1199 maskrcnn/batch_normalization_33/FusedBatchNormV3"; -"1199 maskrcnn/batch_normalization_33/FusedBatchNormV3" -> "1209 maskrcnn/batch_normalization_33/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1200 maskrcnn/batch_normalization_33/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1201 maskrcnn/batch_normalization_33/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"1201 maskrcnn/batch_normalization_33/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1202 maskrcnn/batch_normalization_33/fake_quantize/AsymmQuant/Abs"; -"1202 maskrcnn/batch_normalization_33/fake_quantize/AsymmQuant/Abs" -> "1204 maskrcnn/batch_normalization_33/fake_quantize/AsymmQuant/add"; -"1203 maskrcnn/batch_normalization_33/fake_quantize/AsymmQuant/add/y" -> "1204 maskrcnn/batch_normalization_33/fake_quantize/AsymmQuant/add"; -"1204 maskrcnn/batch_normalization_33/fake_quantize/AsymmQuant/add" -> "1207 maskrcnn/batch_normalization_33/fake_quantize/AsymmQuant/add_1"; -"1205 maskrcnn/batch_normalization_33/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1206 maskrcnn/batch_normalization_33/fake_quantize/AsymmQuant/ReadVariableOp"; -"1205 maskrcnn/batch_normalization_33/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1208 maskrcnn/batch_normalization_33/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1206 maskrcnn/batch_normalization_33/fake_quantize/AsymmQuant/ReadVariableOp" -> "1207 maskrcnn/batch_normalization_33/fake_quantize/AsymmQuant/add_1"; -"1207 maskrcnn/batch_normalization_33/fake_quantize/AsymmQuant/add_1" -> "1209 maskrcnn/batch_normalization_33/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1208 maskrcnn/batch_normalization_33/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1209 maskrcnn/batch_normalization_33/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1209 maskrcnn/batch_normalization_33/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1210 maskrcnn/tf.__operators__.add_9/AddV2"; -"1210 maskrcnn/tf.__operators__.add_9/AddV2" -> "1211 maskrcnn/tf.nn.relu_30/Relu"; -"1211 maskrcnn/tf.nn.relu_30/Relu" -> "1221 maskrcnn/tf.nn.relu_30/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1212 maskrcnn/tf.nn.relu_30/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1213 maskrcnn/tf.nn.relu_30/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"1213 maskrcnn/tf.nn.relu_30/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1214 maskrcnn/tf.nn.relu_30/fake_quantize/AsymmQuant/Abs"; -"1214 maskrcnn/tf.nn.relu_30/fake_quantize/AsymmQuant/Abs" -> "1216 maskrcnn/tf.nn.relu_30/fake_quantize/AsymmQuant/add"; -"1215 maskrcnn/tf.nn.relu_30/fake_quantize/AsymmQuant/add/y" -> "1216 maskrcnn/tf.nn.relu_30/fake_quantize/AsymmQuant/add"; -"1216 maskrcnn/tf.nn.relu_30/fake_quantize/AsymmQuant/add" -> "1219 maskrcnn/tf.nn.relu_30/fake_quantize/AsymmQuant/add_1"; -"1217 maskrcnn/tf.nn.relu_30/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1218 maskrcnn/tf.nn.relu_30/fake_quantize/AsymmQuant/ReadVariableOp"; -"1217 maskrcnn/tf.nn.relu_30/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1220 maskrcnn/tf.nn.relu_30/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1218 maskrcnn/tf.nn.relu_30/fake_quantize/AsymmQuant/ReadVariableOp" -> "1219 maskrcnn/tf.nn.relu_30/fake_quantize/AsymmQuant/add_1"; -"1219 maskrcnn/tf.nn.relu_30/fake_quantize/AsymmQuant/add_1" -> "1221 maskrcnn/tf.nn.relu_30/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1220 maskrcnn/tf.nn.relu_30/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1221 maskrcnn/tf.nn.relu_30/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1221 maskrcnn/tf.nn.relu_30/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1233 maskrcnn/conv2d_34/Conv2D"; -"1221 maskrcnn/tf.nn.relu_30/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1317 maskrcnn/tf.__operators__.add_10/AddV2"; -"1222 maskrcnn/conv2d_34/SymmQuant/Abs/ReadVariableOp/resource" -> "1223 maskrcnn/conv2d_34/SymmQuant/Abs/ReadVariableOp"; -"1223 maskrcnn/conv2d_34/SymmQuant/Abs/ReadVariableOp" -> "1224 maskrcnn/conv2d_34/SymmQuant/Abs"; -"1224 maskrcnn/conv2d_34/SymmQuant/Abs" -> "1226 maskrcnn/conv2d_34/SymmQuant/add"; -"1225 maskrcnn/conv2d_34/SymmQuant/add/y" -> "1226 maskrcnn/conv2d_34/SymmQuant/add"; -"1226 maskrcnn/conv2d_34/SymmQuant/add" -> "1229 maskrcnn/conv2d_34/SymmQuant/mul"; -"1226 maskrcnn/conv2d_34/SymmQuant/add" -> "1232 maskrcnn/conv2d_34/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1227 maskrcnn/conv2d_34/SymmQuant/mul/ReadVariableOp/resource" -> "1228 maskrcnn/conv2d_34/SymmQuant/mul/ReadVariableOp"; -"1228 maskrcnn/conv2d_34/SymmQuant/mul/ReadVariableOp" -> "1229 maskrcnn/conv2d_34/SymmQuant/mul"; -"1229 maskrcnn/conv2d_34/SymmQuant/mul" -> "1232 maskrcnn/conv2d_34/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1230 maskrcnn/conv2d_34/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1231 maskrcnn/conv2d_34/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1231 maskrcnn/conv2d_34/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1232 maskrcnn/conv2d_34/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1232 maskrcnn/conv2d_34/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1233 maskrcnn/conv2d_34/Conv2D"; -"1233 maskrcnn/conv2d_34/Conv2D" -> "1242 maskrcnn/batch_normalization_34/FusedBatchNormV3"; -"1234 maskrcnn/batch_normalization_34/ReadVariableOp/resource" -> "1235 maskrcnn/batch_normalization_34/ReadVariableOp"; -"1235 maskrcnn/batch_normalization_34/ReadVariableOp" -> "1242 maskrcnn/batch_normalization_34/FusedBatchNormV3"; -"1236 maskrcnn/batch_normalization_34/ReadVariableOp_1/resource" -> "1237 maskrcnn/batch_normalization_34/ReadVariableOp_1"; -"1237 maskrcnn/batch_normalization_34/ReadVariableOp_1" -> "1242 maskrcnn/batch_normalization_34/FusedBatchNormV3"; -"1238 maskrcnn/batch_normalization_34/FusedBatchNormV3/ReadVariableOp/resource" -> "1239 maskrcnn/batch_normalization_34/FusedBatchNormV3/ReadVariableOp"; -"1239 maskrcnn/batch_normalization_34/FusedBatchNormV3/ReadVariableOp" -> "1242 maskrcnn/batch_normalization_34/FusedBatchNormV3"; -"1240 maskrcnn/batch_normalization_34/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1241 maskrcnn/batch_normalization_34/FusedBatchNormV3/ReadVariableOp_1"; -"1241 maskrcnn/batch_normalization_34/FusedBatchNormV3/ReadVariableOp_1" -> "1242 maskrcnn/batch_normalization_34/FusedBatchNormV3"; -"1242 maskrcnn/batch_normalization_34/FusedBatchNormV3" -> "1243 maskrcnn/tf.nn.relu_31/Relu"; -"1243 maskrcnn/tf.nn.relu_31/Relu" -> "1253 maskrcnn/tf.nn.relu_31/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1244 maskrcnn/tf.nn.relu_31/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1245 maskrcnn/tf.nn.relu_31/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"1245 maskrcnn/tf.nn.relu_31/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1246 maskrcnn/tf.nn.relu_31/fake_quantize/AsymmQuant/Abs"; -"1246 maskrcnn/tf.nn.relu_31/fake_quantize/AsymmQuant/Abs" -> "1248 maskrcnn/tf.nn.relu_31/fake_quantize/AsymmQuant/add"; -"1247 maskrcnn/tf.nn.relu_31/fake_quantize/AsymmQuant/add/y" -> "1248 maskrcnn/tf.nn.relu_31/fake_quantize/AsymmQuant/add"; -"1248 maskrcnn/tf.nn.relu_31/fake_quantize/AsymmQuant/add" -> "1251 maskrcnn/tf.nn.relu_31/fake_quantize/AsymmQuant/add_1"; -"1249 maskrcnn/tf.nn.relu_31/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1250 maskrcnn/tf.nn.relu_31/fake_quantize/AsymmQuant/ReadVariableOp"; -"1249 maskrcnn/tf.nn.relu_31/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1252 maskrcnn/tf.nn.relu_31/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1250 maskrcnn/tf.nn.relu_31/fake_quantize/AsymmQuant/ReadVariableOp" -> "1251 maskrcnn/tf.nn.relu_31/fake_quantize/AsymmQuant/add_1"; -"1251 maskrcnn/tf.nn.relu_31/fake_quantize/AsymmQuant/add_1" -> "1253 maskrcnn/tf.nn.relu_31/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1252 maskrcnn/tf.nn.relu_31/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1253 maskrcnn/tf.nn.relu_31/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1253 maskrcnn/tf.nn.relu_31/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1265 maskrcnn/conv2d_35/Conv2D"; -"1254 maskrcnn/conv2d_35/SymmQuant/Abs/ReadVariableOp/resource" -> "1255 maskrcnn/conv2d_35/SymmQuant/Abs/ReadVariableOp"; -"1255 maskrcnn/conv2d_35/SymmQuant/Abs/ReadVariableOp" -> "1256 maskrcnn/conv2d_35/SymmQuant/Abs"; -"1256 maskrcnn/conv2d_35/SymmQuant/Abs" -> "1258 maskrcnn/conv2d_35/SymmQuant/add"; -"1257 maskrcnn/conv2d_35/SymmQuant/add/y" -> "1258 maskrcnn/conv2d_35/SymmQuant/add"; -"1258 maskrcnn/conv2d_35/SymmQuant/add" -> "1261 maskrcnn/conv2d_35/SymmQuant/mul"; -"1258 maskrcnn/conv2d_35/SymmQuant/add" -> "1264 maskrcnn/conv2d_35/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1259 maskrcnn/conv2d_35/SymmQuant/mul/ReadVariableOp/resource" -> "1260 maskrcnn/conv2d_35/SymmQuant/mul/ReadVariableOp"; -"1260 maskrcnn/conv2d_35/SymmQuant/mul/ReadVariableOp" -> "1261 maskrcnn/conv2d_35/SymmQuant/mul"; -"1261 maskrcnn/conv2d_35/SymmQuant/mul" -> "1264 maskrcnn/conv2d_35/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1262 maskrcnn/conv2d_35/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1263 maskrcnn/conv2d_35/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1263 maskrcnn/conv2d_35/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1264 maskrcnn/conv2d_35/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1264 maskrcnn/conv2d_35/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1265 maskrcnn/conv2d_35/Conv2D"; -"1265 maskrcnn/conv2d_35/Conv2D" -> "1274 maskrcnn/batch_normalization_35/FusedBatchNormV3"; -"1266 maskrcnn/batch_normalization_35/ReadVariableOp/resource" -> "1267 maskrcnn/batch_normalization_35/ReadVariableOp"; -"1267 maskrcnn/batch_normalization_35/ReadVariableOp" -> "1274 maskrcnn/batch_normalization_35/FusedBatchNormV3"; -"1268 maskrcnn/batch_normalization_35/ReadVariableOp_1/resource" -> "1269 maskrcnn/batch_normalization_35/ReadVariableOp_1"; -"1269 maskrcnn/batch_normalization_35/ReadVariableOp_1" -> "1274 maskrcnn/batch_normalization_35/FusedBatchNormV3"; -"1270 maskrcnn/batch_normalization_35/FusedBatchNormV3/ReadVariableOp/resource" -> "1271 maskrcnn/batch_normalization_35/FusedBatchNormV3/ReadVariableOp"; -"1271 maskrcnn/batch_normalization_35/FusedBatchNormV3/ReadVariableOp" -> "1274 maskrcnn/batch_normalization_35/FusedBatchNormV3"; -"1272 maskrcnn/batch_normalization_35/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1273 maskrcnn/batch_normalization_35/FusedBatchNormV3/ReadVariableOp_1"; -"1273 maskrcnn/batch_normalization_35/FusedBatchNormV3/ReadVariableOp_1" -> "1274 maskrcnn/batch_normalization_35/FusedBatchNormV3"; -"1274 maskrcnn/batch_normalization_35/FusedBatchNormV3" -> "1275 maskrcnn/tf.nn.relu_32/Relu"; -"1275 maskrcnn/tf.nn.relu_32/Relu" -> "1285 maskrcnn/tf.nn.relu_32/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1276 maskrcnn/tf.nn.relu_32/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1277 maskrcnn/tf.nn.relu_32/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"1277 maskrcnn/tf.nn.relu_32/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1278 maskrcnn/tf.nn.relu_32/fake_quantize/AsymmQuant/Abs"; -"1278 maskrcnn/tf.nn.relu_32/fake_quantize/AsymmQuant/Abs" -> "1280 maskrcnn/tf.nn.relu_32/fake_quantize/AsymmQuant/add"; -"1279 maskrcnn/tf.nn.relu_32/fake_quantize/AsymmQuant/add/y" -> "1280 maskrcnn/tf.nn.relu_32/fake_quantize/AsymmQuant/add"; -"1280 maskrcnn/tf.nn.relu_32/fake_quantize/AsymmQuant/add" -> "1283 maskrcnn/tf.nn.relu_32/fake_quantize/AsymmQuant/add_1"; -"1281 maskrcnn/tf.nn.relu_32/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1282 maskrcnn/tf.nn.relu_32/fake_quantize/AsymmQuant/ReadVariableOp"; -"1281 maskrcnn/tf.nn.relu_32/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1284 maskrcnn/tf.nn.relu_32/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1282 maskrcnn/tf.nn.relu_32/fake_quantize/AsymmQuant/ReadVariableOp" -> "1283 maskrcnn/tf.nn.relu_32/fake_quantize/AsymmQuant/add_1"; -"1283 maskrcnn/tf.nn.relu_32/fake_quantize/AsymmQuant/add_1" -> "1285 maskrcnn/tf.nn.relu_32/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1284 maskrcnn/tf.nn.relu_32/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1285 maskrcnn/tf.nn.relu_32/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1285 maskrcnn/tf.nn.relu_32/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1297 maskrcnn/conv2d_36/Conv2D"; -"1286 maskrcnn/conv2d_36/SymmQuant/Abs/ReadVariableOp/resource" -> "1287 maskrcnn/conv2d_36/SymmQuant/Abs/ReadVariableOp"; -"1287 maskrcnn/conv2d_36/SymmQuant/Abs/ReadVariableOp" -> "1288 maskrcnn/conv2d_36/SymmQuant/Abs"; -"1288 maskrcnn/conv2d_36/SymmQuant/Abs" -> "1290 maskrcnn/conv2d_36/SymmQuant/add"; -"1289 maskrcnn/conv2d_36/SymmQuant/add/y" -> "1290 maskrcnn/conv2d_36/SymmQuant/add"; -"1290 maskrcnn/conv2d_36/SymmQuant/add" -> "1293 maskrcnn/conv2d_36/SymmQuant/mul"; -"1290 maskrcnn/conv2d_36/SymmQuant/add" -> "1296 maskrcnn/conv2d_36/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1291 maskrcnn/conv2d_36/SymmQuant/mul/ReadVariableOp/resource" -> "1292 maskrcnn/conv2d_36/SymmQuant/mul/ReadVariableOp"; -"1292 maskrcnn/conv2d_36/SymmQuant/mul/ReadVariableOp" -> "1293 maskrcnn/conv2d_36/SymmQuant/mul"; -"1293 maskrcnn/conv2d_36/SymmQuant/mul" -> "1296 maskrcnn/conv2d_36/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1294 maskrcnn/conv2d_36/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1295 maskrcnn/conv2d_36/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1295 maskrcnn/conv2d_36/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1296 maskrcnn/conv2d_36/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1296 maskrcnn/conv2d_36/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1297 maskrcnn/conv2d_36/Conv2D"; -"1297 maskrcnn/conv2d_36/Conv2D" -> "1306 maskrcnn/batch_normalization_36/FusedBatchNormV3"; -"1298 maskrcnn/batch_normalization_36/ReadVariableOp/resource" -> "1299 maskrcnn/batch_normalization_36/ReadVariableOp"; -"1299 maskrcnn/batch_normalization_36/ReadVariableOp" -> "1306 maskrcnn/batch_normalization_36/FusedBatchNormV3"; -"1300 maskrcnn/batch_normalization_36/ReadVariableOp_1/resource" -> "1301 maskrcnn/batch_normalization_36/ReadVariableOp_1"; -"1301 maskrcnn/batch_normalization_36/ReadVariableOp_1" -> "1306 maskrcnn/batch_normalization_36/FusedBatchNormV3"; -"1302 maskrcnn/batch_normalization_36/FusedBatchNormV3/ReadVariableOp/resource" -> "1303 maskrcnn/batch_normalization_36/FusedBatchNormV3/ReadVariableOp"; -"1303 maskrcnn/batch_normalization_36/FusedBatchNormV3/ReadVariableOp" -> "1306 maskrcnn/batch_normalization_36/FusedBatchNormV3"; -"1304 maskrcnn/batch_normalization_36/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1305 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maskrcnn/tf.nn.relu_36/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"1427 maskrcnn/tf.nn.relu_36/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1428 maskrcnn/tf.nn.relu_36/fake_quantize/AsymmQuant/Abs"; -"1428 maskrcnn/tf.nn.relu_36/fake_quantize/AsymmQuant/Abs" -> "1430 maskrcnn/tf.nn.relu_36/fake_quantize/AsymmQuant/add"; -"1429 maskrcnn/tf.nn.relu_36/fake_quantize/AsymmQuant/add/y" -> "1430 maskrcnn/tf.nn.relu_36/fake_quantize/AsymmQuant/add"; -"1430 maskrcnn/tf.nn.relu_36/fake_quantize/AsymmQuant/add" -> "1433 maskrcnn/tf.nn.relu_36/fake_quantize/AsymmQuant/add_1"; -"1431 maskrcnn/tf.nn.relu_36/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1432 maskrcnn/tf.nn.relu_36/fake_quantize/AsymmQuant/ReadVariableOp"; -"1431 maskrcnn/tf.nn.relu_36/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1434 maskrcnn/tf.nn.relu_36/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1432 maskrcnn/tf.nn.relu_36/fake_quantize/AsymmQuant/ReadVariableOp" -> "1433 maskrcnn/tf.nn.relu_36/fake_quantize/AsymmQuant/add_1"; -"1433 maskrcnn/tf.nn.relu_36/fake_quantize/AsymmQuant/add_1" -> "1435 maskrcnn/tf.nn.relu_36/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1434 maskrcnn/tf.nn.relu_36/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1435 maskrcnn/tf.nn.relu_36/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1435 maskrcnn/tf.nn.relu_36/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1447 maskrcnn/conv2d_40/Conv2D"; -"1435 maskrcnn/tf.nn.relu_36/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1531 maskrcnn/tf.__operators__.add_12/AddV2"; -"1436 maskrcnn/conv2d_40/SymmQuant/Abs/ReadVariableOp/resource" -> "1437 maskrcnn/conv2d_40/SymmQuant/Abs/ReadVariableOp"; -"1437 maskrcnn/conv2d_40/SymmQuant/Abs/ReadVariableOp" -> "1438 maskrcnn/conv2d_40/SymmQuant/Abs"; -"1438 maskrcnn/conv2d_40/SymmQuant/Abs" -> "1440 maskrcnn/conv2d_40/SymmQuant/add"; -"1439 maskrcnn/conv2d_40/SymmQuant/add/y" -> "1440 maskrcnn/conv2d_40/SymmQuant/add"; -"1440 maskrcnn/conv2d_40/SymmQuant/add" -> "1443 maskrcnn/conv2d_40/SymmQuant/mul"; -"1440 maskrcnn/conv2d_40/SymmQuant/add" -> "1446 maskrcnn/conv2d_40/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1441 maskrcnn/conv2d_40/SymmQuant/mul/ReadVariableOp/resource" -> "1442 maskrcnn/conv2d_40/SymmQuant/mul/ReadVariableOp"; -"1442 maskrcnn/conv2d_40/SymmQuant/mul/ReadVariableOp" -> "1443 maskrcnn/conv2d_40/SymmQuant/mul"; -"1443 maskrcnn/conv2d_40/SymmQuant/mul" -> "1446 maskrcnn/conv2d_40/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1444 maskrcnn/conv2d_40/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1445 maskrcnn/conv2d_40/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1445 maskrcnn/conv2d_40/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1446 maskrcnn/conv2d_40/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1446 maskrcnn/conv2d_40/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1447 maskrcnn/conv2d_40/Conv2D"; -"1447 maskrcnn/conv2d_40/Conv2D" -> "1456 maskrcnn/batch_normalization_40/FusedBatchNormV3"; -"1448 maskrcnn/batch_normalization_40/ReadVariableOp/resource" -> "1449 maskrcnn/batch_normalization_40/ReadVariableOp"; -"1449 maskrcnn/batch_normalization_40/ReadVariableOp" -> "1456 maskrcnn/batch_normalization_40/FusedBatchNormV3"; -"1450 maskrcnn/batch_normalization_40/ReadVariableOp_1/resource" -> "1451 maskrcnn/batch_normalization_40/ReadVariableOp_1"; -"1451 maskrcnn/batch_normalization_40/ReadVariableOp_1" -> "1456 maskrcnn/batch_normalization_40/FusedBatchNormV3"; -"1452 maskrcnn/batch_normalization_40/FusedBatchNormV3/ReadVariableOp/resource" -> "1453 maskrcnn/batch_normalization_40/FusedBatchNormV3/ReadVariableOp"; -"1453 maskrcnn/batch_normalization_40/FusedBatchNormV3/ReadVariableOp" -> "1456 maskrcnn/batch_normalization_40/FusedBatchNormV3"; -"1454 maskrcnn/batch_normalization_40/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1455 maskrcnn/batch_normalization_40/FusedBatchNormV3/ReadVariableOp_1"; -"1455 maskrcnn/batch_normalization_40/FusedBatchNormV3/ReadVariableOp_1" -> "1456 maskrcnn/batch_normalization_40/FusedBatchNormV3"; -"1456 maskrcnn/batch_normalization_40/FusedBatchNormV3" -> "1457 maskrcnn/tf.nn.relu_37/Relu"; -"1457 maskrcnn/tf.nn.relu_37/Relu" -> "1467 maskrcnn/tf.nn.relu_37/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1458 maskrcnn/tf.nn.relu_37/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1459 maskrcnn/tf.nn.relu_37/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"1459 maskrcnn/tf.nn.relu_37/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1460 maskrcnn/tf.nn.relu_37/fake_quantize/AsymmQuant/Abs"; -"1460 maskrcnn/tf.nn.relu_37/fake_quantize/AsymmQuant/Abs" -> "1462 maskrcnn/tf.nn.relu_37/fake_quantize/AsymmQuant/add"; -"1461 maskrcnn/tf.nn.relu_37/fake_quantize/AsymmQuant/add/y" -> "1462 maskrcnn/tf.nn.relu_37/fake_quantize/AsymmQuant/add"; -"1462 maskrcnn/tf.nn.relu_37/fake_quantize/AsymmQuant/add" -> "1465 maskrcnn/tf.nn.relu_37/fake_quantize/AsymmQuant/add_1"; -"1463 maskrcnn/tf.nn.relu_37/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1464 maskrcnn/tf.nn.relu_37/fake_quantize/AsymmQuant/ReadVariableOp"; -"1463 maskrcnn/tf.nn.relu_37/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1466 maskrcnn/tf.nn.relu_37/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1464 maskrcnn/tf.nn.relu_37/fake_quantize/AsymmQuant/ReadVariableOp" -> "1465 maskrcnn/tf.nn.relu_37/fake_quantize/AsymmQuant/add_1"; -"1465 maskrcnn/tf.nn.relu_37/fake_quantize/AsymmQuant/add_1" -> "1467 maskrcnn/tf.nn.relu_37/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1466 maskrcnn/tf.nn.relu_37/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1467 maskrcnn/tf.nn.relu_37/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1467 maskrcnn/tf.nn.relu_37/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1479 maskrcnn/conv2d_41/Conv2D"; -"1468 maskrcnn/conv2d_41/SymmQuant/Abs/ReadVariableOp/resource" -> "1469 maskrcnn/conv2d_41/SymmQuant/Abs/ReadVariableOp"; -"1469 maskrcnn/conv2d_41/SymmQuant/Abs/ReadVariableOp" -> "1470 maskrcnn/conv2d_41/SymmQuant/Abs"; -"1470 maskrcnn/conv2d_41/SymmQuant/Abs" -> "1472 maskrcnn/conv2d_41/SymmQuant/add"; -"1471 maskrcnn/conv2d_41/SymmQuant/add/y" -> "1472 maskrcnn/conv2d_41/SymmQuant/add"; -"1472 maskrcnn/conv2d_41/SymmQuant/add" -> "1475 maskrcnn/conv2d_41/SymmQuant/mul"; -"1472 maskrcnn/conv2d_41/SymmQuant/add" -> "1478 maskrcnn/conv2d_41/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1473 maskrcnn/conv2d_41/SymmQuant/mul/ReadVariableOp/resource" -> "1474 maskrcnn/conv2d_41/SymmQuant/mul/ReadVariableOp"; -"1474 maskrcnn/conv2d_41/SymmQuant/mul/ReadVariableOp" -> "1475 maskrcnn/conv2d_41/SymmQuant/mul"; -"1475 maskrcnn/conv2d_41/SymmQuant/mul" -> "1478 maskrcnn/conv2d_41/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1476 maskrcnn/conv2d_41/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1477 maskrcnn/conv2d_41/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1477 maskrcnn/conv2d_41/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1478 maskrcnn/conv2d_41/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1478 maskrcnn/conv2d_41/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1479 maskrcnn/conv2d_41/Conv2D"; -"1479 maskrcnn/conv2d_41/Conv2D" -> "1488 maskrcnn/batch_normalization_41/FusedBatchNormV3"; -"1480 maskrcnn/batch_normalization_41/ReadVariableOp/resource" -> "1481 maskrcnn/batch_normalization_41/ReadVariableOp"; -"1481 maskrcnn/batch_normalization_41/ReadVariableOp" -> "1488 maskrcnn/batch_normalization_41/FusedBatchNormV3"; -"1482 maskrcnn/batch_normalization_41/ReadVariableOp_1/resource" -> "1483 maskrcnn/batch_normalization_41/ReadVariableOp_1"; -"1483 maskrcnn/batch_normalization_41/ReadVariableOp_1" -> "1488 maskrcnn/batch_normalization_41/FusedBatchNormV3"; -"1484 maskrcnn/batch_normalization_41/FusedBatchNormV3/ReadVariableOp/resource" -> "1485 maskrcnn/batch_normalization_41/FusedBatchNormV3/ReadVariableOp"; -"1485 maskrcnn/batch_normalization_41/FusedBatchNormV3/ReadVariableOp" -> "1488 maskrcnn/batch_normalization_41/FusedBatchNormV3"; -"1486 maskrcnn/batch_normalization_41/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1487 maskrcnn/batch_normalization_41/FusedBatchNormV3/ReadVariableOp_1"; -"1487 maskrcnn/batch_normalization_41/FusedBatchNormV3/ReadVariableOp_1" -> "1488 maskrcnn/batch_normalization_41/FusedBatchNormV3"; -"1488 maskrcnn/batch_normalization_41/FusedBatchNormV3" -> "1489 maskrcnn/tf.nn.relu_38/Relu"; -"1489 maskrcnn/tf.nn.relu_38/Relu" -> "1499 maskrcnn/tf.nn.relu_38/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1490 maskrcnn/tf.nn.relu_38/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1491 maskrcnn/tf.nn.relu_38/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"1491 maskrcnn/tf.nn.relu_38/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1492 maskrcnn/tf.nn.relu_38/fake_quantize/AsymmQuant/Abs"; -"1492 maskrcnn/tf.nn.relu_38/fake_quantize/AsymmQuant/Abs" -> "1494 maskrcnn/tf.nn.relu_38/fake_quantize/AsymmQuant/add"; -"1493 maskrcnn/tf.nn.relu_38/fake_quantize/AsymmQuant/add/y" -> "1494 maskrcnn/tf.nn.relu_38/fake_quantize/AsymmQuant/add"; -"1494 maskrcnn/tf.nn.relu_38/fake_quantize/AsymmQuant/add" -> "1497 maskrcnn/tf.nn.relu_38/fake_quantize/AsymmQuant/add_1"; -"1495 maskrcnn/tf.nn.relu_38/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1496 maskrcnn/tf.nn.relu_38/fake_quantize/AsymmQuant/ReadVariableOp"; -"1495 maskrcnn/tf.nn.relu_38/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1498 maskrcnn/tf.nn.relu_38/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1496 maskrcnn/tf.nn.relu_38/fake_quantize/AsymmQuant/ReadVariableOp" -> "1497 maskrcnn/tf.nn.relu_38/fake_quantize/AsymmQuant/add_1"; -"1497 maskrcnn/tf.nn.relu_38/fake_quantize/AsymmQuant/add_1" -> "1499 maskrcnn/tf.nn.relu_38/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1498 maskrcnn/tf.nn.relu_38/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1499 maskrcnn/tf.nn.relu_38/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1499 maskrcnn/tf.nn.relu_38/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1511 maskrcnn/conv2d_42/Conv2D"; -"1500 maskrcnn/conv2d_42/SymmQuant/Abs/ReadVariableOp/resource" -> "1501 maskrcnn/conv2d_42/SymmQuant/Abs/ReadVariableOp"; -"1501 maskrcnn/conv2d_42/SymmQuant/Abs/ReadVariableOp" -> "1502 maskrcnn/conv2d_42/SymmQuant/Abs"; -"1502 maskrcnn/conv2d_42/SymmQuant/Abs" -> "1504 maskrcnn/conv2d_42/SymmQuant/add"; -"1503 maskrcnn/conv2d_42/SymmQuant/add/y" -> "1504 maskrcnn/conv2d_42/SymmQuant/add"; -"1504 maskrcnn/conv2d_42/SymmQuant/add" -> "1507 maskrcnn/conv2d_42/SymmQuant/mul"; -"1504 maskrcnn/conv2d_42/SymmQuant/add" -> "1510 maskrcnn/conv2d_42/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1505 maskrcnn/conv2d_42/SymmQuant/mul/ReadVariableOp/resource" -> "1506 maskrcnn/conv2d_42/SymmQuant/mul/ReadVariableOp"; -"1506 maskrcnn/conv2d_42/SymmQuant/mul/ReadVariableOp" -> "1507 maskrcnn/conv2d_42/SymmQuant/mul"; -"1507 maskrcnn/conv2d_42/SymmQuant/mul" -> "1510 maskrcnn/conv2d_42/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1508 maskrcnn/conv2d_42/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1509 maskrcnn/conv2d_42/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1509 maskrcnn/conv2d_42/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1510 maskrcnn/conv2d_42/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1510 maskrcnn/conv2d_42/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1511 maskrcnn/conv2d_42/Conv2D"; -"1511 maskrcnn/conv2d_42/Conv2D" -> "1520 maskrcnn/batch_normalization_42/FusedBatchNormV3"; -"1512 maskrcnn/batch_normalization_42/ReadVariableOp/resource" -> "1513 maskrcnn/batch_normalization_42/ReadVariableOp"; -"1513 maskrcnn/batch_normalization_42/ReadVariableOp" -> "1520 maskrcnn/batch_normalization_42/FusedBatchNormV3"; -"1514 maskrcnn/batch_normalization_42/ReadVariableOp_1/resource" -> "1515 maskrcnn/batch_normalization_42/ReadVariableOp_1"; -"1515 maskrcnn/batch_normalization_42/ReadVariableOp_1" -> "1520 maskrcnn/batch_normalization_42/FusedBatchNormV3"; -"1516 maskrcnn/batch_normalization_42/FusedBatchNormV3/ReadVariableOp/resource" -> "1517 maskrcnn/batch_normalization_42/FusedBatchNormV3/ReadVariableOp"; -"1517 maskrcnn/batch_normalization_42/FusedBatchNormV3/ReadVariableOp" -> "1520 maskrcnn/batch_normalization_42/FusedBatchNormV3"; -"1518 maskrcnn/batch_normalization_42/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1519 maskrcnn/batch_normalization_42/FusedBatchNormV3/ReadVariableOp_1"; -"1519 maskrcnn/batch_normalization_42/FusedBatchNormV3/ReadVariableOp_1" -> "1520 maskrcnn/batch_normalization_42/FusedBatchNormV3"; -"1520 maskrcnn/batch_normalization_42/FusedBatchNormV3" -> "1530 maskrcnn/batch_normalization_42/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1521 maskrcnn/batch_normalization_42/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1522 maskrcnn/batch_normalization_42/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"1522 maskrcnn/batch_normalization_42/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1523 maskrcnn/batch_normalization_42/fake_quantize/AsymmQuant/Abs"; -"1523 maskrcnn/batch_normalization_42/fake_quantize/AsymmQuant/Abs" -> "1525 maskrcnn/batch_normalization_42/fake_quantize/AsymmQuant/add"; -"1524 maskrcnn/batch_normalization_42/fake_quantize/AsymmQuant/add/y" -> "1525 maskrcnn/batch_normalization_42/fake_quantize/AsymmQuant/add"; -"1525 maskrcnn/batch_normalization_42/fake_quantize/AsymmQuant/add" -> "1528 maskrcnn/batch_normalization_42/fake_quantize/AsymmQuant/add_1"; -"1526 maskrcnn/batch_normalization_42/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1527 maskrcnn/batch_normalization_42/fake_quantize/AsymmQuant/ReadVariableOp"; -"1526 maskrcnn/batch_normalization_42/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1529 maskrcnn/batch_normalization_42/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1527 maskrcnn/batch_normalization_42/fake_quantize/AsymmQuant/ReadVariableOp" -> "1528 maskrcnn/batch_normalization_42/fake_quantize/AsymmQuant/add_1"; -"1528 maskrcnn/batch_normalization_42/fake_quantize/AsymmQuant/add_1" -> "1530 maskrcnn/batch_normalization_42/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1529 maskrcnn/batch_normalization_42/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1530 maskrcnn/batch_normalization_42/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1530 maskrcnn/batch_normalization_42/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1531 maskrcnn/tf.__operators__.add_12/AddV2"; -"1531 maskrcnn/tf.__operators__.add_12/AddV2" -> "1532 maskrcnn/tf.nn.relu_39/Relu"; -"1532 maskrcnn/tf.nn.relu_39/Relu" -> "1542 maskrcnn/tf.nn.relu_39/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1533 maskrcnn/tf.nn.relu_39/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1534 maskrcnn/tf.nn.relu_39/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"1534 maskrcnn/tf.nn.relu_39/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1535 maskrcnn/tf.nn.relu_39/fake_quantize/AsymmQuant/Abs"; -"1535 maskrcnn/tf.nn.relu_39/fake_quantize/AsymmQuant/Abs" -> "1537 maskrcnn/tf.nn.relu_39/fake_quantize/AsymmQuant/add"; -"1536 maskrcnn/tf.nn.relu_39/fake_quantize/AsymmQuant/add/y" -> "1537 maskrcnn/tf.nn.relu_39/fake_quantize/AsymmQuant/add"; -"1537 maskrcnn/tf.nn.relu_39/fake_quantize/AsymmQuant/add" -> "1540 maskrcnn/tf.nn.relu_39/fake_quantize/AsymmQuant/add_1"; -"1538 maskrcnn/tf.nn.relu_39/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1539 maskrcnn/tf.nn.relu_39/fake_quantize/AsymmQuant/ReadVariableOp"; -"1538 maskrcnn/tf.nn.relu_39/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1541 maskrcnn/tf.nn.relu_39/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1539 maskrcnn/tf.nn.relu_39/fake_quantize/AsymmQuant/ReadVariableOp" -> "1540 maskrcnn/tf.nn.relu_39/fake_quantize/AsymmQuant/add_1"; -"1540 maskrcnn/tf.nn.relu_39/fake_quantize/AsymmQuant/add_1" -> "1542 maskrcnn/tf.nn.relu_39/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1541 maskrcnn/tf.nn.relu_39/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1542 maskrcnn/tf.nn.relu_39/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1542 maskrcnn/tf.nn.relu_39/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1543 maskrcnn/tf.identity_4/Identity"; -"1543 maskrcnn/tf.identity_4/Identity" -> "1555 maskrcnn/conv2d_44/Conv2D"; -"1543 maskrcnn/tf.identity_4/Identity" -> "1601 maskrcnn/tf.compat.v1.pad_5/Pad"; -"1543 maskrcnn/tf.identity_4/Identity" -> "1937 maskrcnn/l4/Conv2D"; -"1544 maskrcnn/conv2d_44/SymmQuant/Abs/ReadVariableOp/resource" -> "1545 maskrcnn/conv2d_44/SymmQuant/Abs/ReadVariableOp"; -"1545 maskrcnn/conv2d_44/SymmQuant/Abs/ReadVariableOp" -> "1546 maskrcnn/conv2d_44/SymmQuant/Abs"; -"1546 maskrcnn/conv2d_44/SymmQuant/Abs" -> "1548 maskrcnn/conv2d_44/SymmQuant/add"; -"1547 maskrcnn/conv2d_44/SymmQuant/add/y" -> "1548 maskrcnn/conv2d_44/SymmQuant/add"; -"1548 maskrcnn/conv2d_44/SymmQuant/add" -> "1551 maskrcnn/conv2d_44/SymmQuant/mul"; -"1548 maskrcnn/conv2d_44/SymmQuant/add" -> "1554 maskrcnn/conv2d_44/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1549 maskrcnn/conv2d_44/SymmQuant/mul/ReadVariableOp/resource" -> "1550 maskrcnn/conv2d_44/SymmQuant/mul/ReadVariableOp"; -"1550 maskrcnn/conv2d_44/SymmQuant/mul/ReadVariableOp" -> "1551 maskrcnn/conv2d_44/SymmQuant/mul"; -"1551 maskrcnn/conv2d_44/SymmQuant/mul" -> "1554 maskrcnn/conv2d_44/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1552 maskrcnn/conv2d_44/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1553 maskrcnn/conv2d_44/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1553 maskrcnn/conv2d_44/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1554 maskrcnn/conv2d_44/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1554 maskrcnn/conv2d_44/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1555 maskrcnn/conv2d_44/Conv2D"; -"1555 maskrcnn/conv2d_44/Conv2D" -> "1564 maskrcnn/batch_normalization_44/FusedBatchNormV3"; -"1556 maskrcnn/batch_normalization_44/ReadVariableOp/resource" -> "1557 maskrcnn/batch_normalization_44/ReadVariableOp"; -"1557 maskrcnn/batch_normalization_44/ReadVariableOp" -> "1564 maskrcnn/batch_normalization_44/FusedBatchNormV3"; -"1558 maskrcnn/batch_normalization_44/ReadVariableOp_1/resource" -> "1559 maskrcnn/batch_normalization_44/ReadVariableOp_1"; -"1559 maskrcnn/batch_normalization_44/ReadVariableOp_1" -> "1564 maskrcnn/batch_normalization_44/FusedBatchNormV3"; -"1560 maskrcnn/batch_normalization_44/FusedBatchNormV3/ReadVariableOp/resource" -> "1561 maskrcnn/batch_normalization_44/FusedBatchNormV3/ReadVariableOp"; -"1561 maskrcnn/batch_normalization_44/FusedBatchNormV3/ReadVariableOp" -> "1564 maskrcnn/batch_normalization_44/FusedBatchNormV3"; -"1562 maskrcnn/batch_normalization_44/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1563 maskrcnn/batch_normalization_44/FusedBatchNormV3/ReadVariableOp_1"; -"1563 maskrcnn/batch_normalization_44/FusedBatchNormV3/ReadVariableOp_1" -> "1564 maskrcnn/batch_normalization_44/FusedBatchNormV3"; -"1564 maskrcnn/batch_normalization_44/FusedBatchNormV3" -> "1565 maskrcnn/tf.nn.relu_40/Relu"; -"1565 maskrcnn/tf.nn.relu_40/Relu" -> "1575 maskrcnn/tf.nn.relu_40/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1566 maskrcnn/tf.nn.relu_40/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1567 maskrcnn/tf.nn.relu_40/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"1567 maskrcnn/tf.nn.relu_40/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1568 maskrcnn/tf.nn.relu_40/fake_quantize/AsymmQuant/Abs"; -"1568 maskrcnn/tf.nn.relu_40/fake_quantize/AsymmQuant/Abs" -> "1570 maskrcnn/tf.nn.relu_40/fake_quantize/AsymmQuant/add"; -"1569 maskrcnn/tf.nn.relu_40/fake_quantize/AsymmQuant/add/y" -> "1570 maskrcnn/tf.nn.relu_40/fake_quantize/AsymmQuant/add"; -"1570 maskrcnn/tf.nn.relu_40/fake_quantize/AsymmQuant/add" -> "1573 maskrcnn/tf.nn.relu_40/fake_quantize/AsymmQuant/add_1"; -"1571 maskrcnn/tf.nn.relu_40/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1572 maskrcnn/tf.nn.relu_40/fake_quantize/AsymmQuant/ReadVariableOp"; -"1571 maskrcnn/tf.nn.relu_40/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1574 maskrcnn/tf.nn.relu_40/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1572 maskrcnn/tf.nn.relu_40/fake_quantize/AsymmQuant/ReadVariableOp" -> "1573 maskrcnn/tf.nn.relu_40/fake_quantize/AsymmQuant/add_1"; -"1573 maskrcnn/tf.nn.relu_40/fake_quantize/AsymmQuant/add_1" -> "1575 maskrcnn/tf.nn.relu_40/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1574 maskrcnn/tf.nn.relu_40/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1575 maskrcnn/tf.nn.relu_40/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1575 maskrcnn/tf.nn.relu_40/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1577 maskrcnn/tf.compat.v1.pad_6/Pad"; -"1576 maskrcnn/tf.compat.v1.pad_6/Pad/paddings" -> "1577 maskrcnn/tf.compat.v1.pad_6/Pad"; -"1577 maskrcnn/tf.compat.v1.pad_6/Pad" -> "1589 maskrcnn/conv2d_45/Conv2D"; -"1578 maskrcnn/conv2d_45/SymmQuant/Abs/ReadVariableOp/resource" -> "1579 maskrcnn/conv2d_45/SymmQuant/Abs/ReadVariableOp"; -"1579 maskrcnn/conv2d_45/SymmQuant/Abs/ReadVariableOp" -> "1580 maskrcnn/conv2d_45/SymmQuant/Abs"; -"1580 maskrcnn/conv2d_45/SymmQuant/Abs" -> "1582 maskrcnn/conv2d_45/SymmQuant/add"; -"1581 maskrcnn/conv2d_45/SymmQuant/add/y" -> "1582 maskrcnn/conv2d_45/SymmQuant/add"; -"1582 maskrcnn/conv2d_45/SymmQuant/add" -> "1585 maskrcnn/conv2d_45/SymmQuant/mul"; -"1582 maskrcnn/conv2d_45/SymmQuant/add" -> "1588 maskrcnn/conv2d_45/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1583 maskrcnn/conv2d_45/SymmQuant/mul/ReadVariableOp/resource" -> "1584 maskrcnn/conv2d_45/SymmQuant/mul/ReadVariableOp"; -"1584 maskrcnn/conv2d_45/SymmQuant/mul/ReadVariableOp" -> "1585 maskrcnn/conv2d_45/SymmQuant/mul"; -"1585 maskrcnn/conv2d_45/SymmQuant/mul" -> "1588 maskrcnn/conv2d_45/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1586 maskrcnn/conv2d_45/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1587 maskrcnn/conv2d_45/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1587 maskrcnn/conv2d_45/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1588 maskrcnn/conv2d_45/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1588 maskrcnn/conv2d_45/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1589 maskrcnn/conv2d_45/Conv2D"; -"1589 maskrcnn/conv2d_45/Conv2D" -> "1598 maskrcnn/batch_normalization_45/FusedBatchNormV3"; -"1590 maskrcnn/batch_normalization_45/ReadVariableOp/resource" -> "1591 maskrcnn/batch_normalization_45/ReadVariableOp"; -"1591 maskrcnn/batch_normalization_45/ReadVariableOp" -> "1598 maskrcnn/batch_normalization_45/FusedBatchNormV3"; -"1592 maskrcnn/batch_normalization_45/ReadVariableOp_1/resource" -> "1593 maskrcnn/batch_normalization_45/ReadVariableOp_1"; -"1593 maskrcnn/batch_normalization_45/ReadVariableOp_1" -> "1598 maskrcnn/batch_normalization_45/FusedBatchNormV3"; -"1594 maskrcnn/batch_normalization_45/FusedBatchNormV3/ReadVariableOp/resource" -> "1595 maskrcnn/batch_normalization_45/FusedBatchNormV3/ReadVariableOp"; -"1595 maskrcnn/batch_normalization_45/FusedBatchNormV3/ReadVariableOp" -> "1598 maskrcnn/batch_normalization_45/FusedBatchNormV3"; -"1596 maskrcnn/batch_normalization_45/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1597 maskrcnn/batch_normalization_45/FusedBatchNormV3/ReadVariableOp_1"; -"1597 maskrcnn/batch_normalization_45/FusedBatchNormV3/ReadVariableOp_1" -> "1598 maskrcnn/batch_normalization_45/FusedBatchNormV3"; -"1598 maskrcnn/batch_normalization_45/FusedBatchNormV3" -> "1599 maskrcnn/tf.nn.relu_41/Relu"; -"1599 maskrcnn/tf.nn.relu_41/Relu" -> "1611 maskrcnn/tf.nn.relu_41/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1600 maskrcnn/tf.compat.v1.pad_5/Pad/paddings" -> "1601 maskrcnn/tf.compat.v1.pad_5/Pad"; -"1601 maskrcnn/tf.compat.v1.pad_5/Pad" -> "1623 maskrcnn/conv2d_43/Conv2D"; -"1602 maskrcnn/tf.nn.relu_41/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1603 maskrcnn/tf.nn.relu_41/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"1603 maskrcnn/tf.nn.relu_41/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1604 maskrcnn/tf.nn.relu_41/fake_quantize/AsymmQuant/Abs"; -"1604 maskrcnn/tf.nn.relu_41/fake_quantize/AsymmQuant/Abs" -> "1606 maskrcnn/tf.nn.relu_41/fake_quantize/AsymmQuant/add"; -"1605 maskrcnn/tf.nn.relu_41/fake_quantize/AsymmQuant/add/y" -> "1606 maskrcnn/tf.nn.relu_41/fake_quantize/AsymmQuant/add"; -"1606 maskrcnn/tf.nn.relu_41/fake_quantize/AsymmQuant/add" -> "1609 maskrcnn/tf.nn.relu_41/fake_quantize/AsymmQuant/add_1"; -"1607 maskrcnn/tf.nn.relu_41/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1608 maskrcnn/tf.nn.relu_41/fake_quantize/AsymmQuant/ReadVariableOp"; -"1607 maskrcnn/tf.nn.relu_41/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1610 maskrcnn/tf.nn.relu_41/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1608 maskrcnn/tf.nn.relu_41/fake_quantize/AsymmQuant/ReadVariableOp" -> "1609 maskrcnn/tf.nn.relu_41/fake_quantize/AsymmQuant/add_1"; -"1609 maskrcnn/tf.nn.relu_41/fake_quantize/AsymmQuant/add_1" -> "1611 maskrcnn/tf.nn.relu_41/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1610 maskrcnn/tf.nn.relu_41/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1611 maskrcnn/tf.nn.relu_41/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1611 maskrcnn/tf.nn.relu_41/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1635 maskrcnn/conv2d_46/Conv2D"; -"1612 maskrcnn/conv2d_43/SymmQuant/Abs/ReadVariableOp/resource" -> "1613 maskrcnn/conv2d_43/SymmQuant/Abs/ReadVariableOp"; -"1613 maskrcnn/conv2d_43/SymmQuant/Abs/ReadVariableOp" -> "1614 maskrcnn/conv2d_43/SymmQuant/Abs"; -"1614 maskrcnn/conv2d_43/SymmQuant/Abs" -> "1616 maskrcnn/conv2d_43/SymmQuant/add"; -"1615 maskrcnn/conv2d_43/SymmQuant/add/y" -> "1616 maskrcnn/conv2d_43/SymmQuant/add"; -"1616 maskrcnn/conv2d_43/SymmQuant/add" -> "1619 maskrcnn/conv2d_43/SymmQuant/mul"; -"1616 maskrcnn/conv2d_43/SymmQuant/add" -> "1622 maskrcnn/conv2d_43/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1617 maskrcnn/conv2d_43/SymmQuant/mul/ReadVariableOp/resource" -> "1618 maskrcnn/conv2d_43/SymmQuant/mul/ReadVariableOp"; -"1618 maskrcnn/conv2d_43/SymmQuant/mul/ReadVariableOp" -> "1619 maskrcnn/conv2d_43/SymmQuant/mul"; -"1619 maskrcnn/conv2d_43/SymmQuant/mul" -> "1622 maskrcnn/conv2d_43/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1620 maskrcnn/conv2d_43/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1621 maskrcnn/conv2d_43/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1621 maskrcnn/conv2d_43/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1622 maskrcnn/conv2d_43/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1622 maskrcnn/conv2d_43/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1623 maskrcnn/conv2d_43/Conv2D"; -"1623 maskrcnn/conv2d_43/Conv2D" -> "1644 maskrcnn/batch_normalization_43/FusedBatchNormV3"; -"1624 maskrcnn/conv2d_46/SymmQuant/Abs/ReadVariableOp/resource" -> "1625 maskrcnn/conv2d_46/SymmQuant/Abs/ReadVariableOp"; -"1625 maskrcnn/conv2d_46/SymmQuant/Abs/ReadVariableOp" -> "1626 maskrcnn/conv2d_46/SymmQuant/Abs"; -"1626 maskrcnn/conv2d_46/SymmQuant/Abs" -> "1628 maskrcnn/conv2d_46/SymmQuant/add"; -"1627 maskrcnn/conv2d_46/SymmQuant/add/y" -> "1628 maskrcnn/conv2d_46/SymmQuant/add"; -"1628 maskrcnn/conv2d_46/SymmQuant/add" -> "1631 maskrcnn/conv2d_46/SymmQuant/mul"; -"1628 maskrcnn/conv2d_46/SymmQuant/add" -> "1634 maskrcnn/conv2d_46/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1629 maskrcnn/conv2d_46/SymmQuant/mul/ReadVariableOp/resource" -> "1630 maskrcnn/conv2d_46/SymmQuant/mul/ReadVariableOp"; -"1630 maskrcnn/conv2d_46/SymmQuant/mul/ReadVariableOp" -> "1631 maskrcnn/conv2d_46/SymmQuant/mul"; -"1631 maskrcnn/conv2d_46/SymmQuant/mul" -> "1634 maskrcnn/conv2d_46/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1632 maskrcnn/conv2d_46/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1633 maskrcnn/conv2d_46/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1633 maskrcnn/conv2d_46/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1634 maskrcnn/conv2d_46/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1634 maskrcnn/conv2d_46/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1635 maskrcnn/conv2d_46/Conv2D"; -"1635 maskrcnn/conv2d_46/Conv2D" -> "1653 maskrcnn/batch_normalization_46/FusedBatchNormV3"; -"1636 maskrcnn/batch_normalization_43/ReadVariableOp/resource" -> "1637 maskrcnn/batch_normalization_43/ReadVariableOp"; -"1637 maskrcnn/batch_normalization_43/ReadVariableOp" -> "1644 maskrcnn/batch_normalization_43/FusedBatchNormV3"; -"1638 maskrcnn/batch_normalization_43/ReadVariableOp_1/resource" -> "1639 maskrcnn/batch_normalization_43/ReadVariableOp_1"; -"1639 maskrcnn/batch_normalization_43/ReadVariableOp_1" -> "1644 maskrcnn/batch_normalization_43/FusedBatchNormV3"; -"1640 maskrcnn/batch_normalization_43/FusedBatchNormV3/ReadVariableOp/resource" -> "1641 maskrcnn/batch_normalization_43/FusedBatchNormV3/ReadVariableOp"; -"1641 maskrcnn/batch_normalization_43/FusedBatchNormV3/ReadVariableOp" -> "1644 maskrcnn/batch_normalization_43/FusedBatchNormV3"; -"1642 maskrcnn/batch_normalization_43/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1643 maskrcnn/batch_normalization_43/FusedBatchNormV3/ReadVariableOp_1"; -"1643 maskrcnn/batch_normalization_43/FusedBatchNormV3/ReadVariableOp_1" -> "1644 maskrcnn/batch_normalization_43/FusedBatchNormV3"; -"1644 maskrcnn/batch_normalization_43/FusedBatchNormV3" -> "1673 maskrcnn/batch_normalization_43/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1645 maskrcnn/batch_normalization_46/ReadVariableOp/resource" -> "1646 maskrcnn/batch_normalization_46/ReadVariableOp"; -"1646 maskrcnn/batch_normalization_46/ReadVariableOp" -> "1653 maskrcnn/batch_normalization_46/FusedBatchNormV3"; -"1647 maskrcnn/batch_normalization_46/ReadVariableOp_1/resource" -> "1648 maskrcnn/batch_normalization_46/ReadVariableOp_1"; -"1648 maskrcnn/batch_normalization_46/ReadVariableOp_1" -> "1653 maskrcnn/batch_normalization_46/FusedBatchNormV3"; -"1649 maskrcnn/batch_normalization_46/FusedBatchNormV3/ReadVariableOp/resource" -> "1650 maskrcnn/batch_normalization_46/FusedBatchNormV3/ReadVariableOp"; -"1650 maskrcnn/batch_normalization_46/FusedBatchNormV3/ReadVariableOp" -> "1653 maskrcnn/batch_normalization_46/FusedBatchNormV3"; -"1651 maskrcnn/batch_normalization_46/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1652 maskrcnn/batch_normalization_46/FusedBatchNormV3/ReadVariableOp_1"; -"1652 maskrcnn/batch_normalization_46/FusedBatchNormV3/ReadVariableOp_1" -> "1653 maskrcnn/batch_normalization_46/FusedBatchNormV3"; -"1653 maskrcnn/batch_normalization_46/FusedBatchNormV3" -> "1663 maskrcnn/batch_normalization_46/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1654 maskrcnn/batch_normalization_46/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1655 maskrcnn/batch_normalization_46/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"1655 maskrcnn/batch_normalization_46/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1656 maskrcnn/batch_normalization_46/fake_quantize/AsymmQuant/Abs"; -"1656 maskrcnn/batch_normalization_46/fake_quantize/AsymmQuant/Abs" -> "1658 maskrcnn/batch_normalization_46/fake_quantize/AsymmQuant/add"; -"1657 maskrcnn/batch_normalization_46/fake_quantize/AsymmQuant/add/y" -> "1658 maskrcnn/batch_normalization_46/fake_quantize/AsymmQuant/add"; -"1658 maskrcnn/batch_normalization_46/fake_quantize/AsymmQuant/add" -> "1661 maskrcnn/batch_normalization_46/fake_quantize/AsymmQuant/add_1"; -"1659 maskrcnn/batch_normalization_46/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1660 maskrcnn/batch_normalization_46/fake_quantize/AsymmQuant/ReadVariableOp"; -"1659 maskrcnn/batch_normalization_46/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1662 maskrcnn/batch_normalization_46/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1660 maskrcnn/batch_normalization_46/fake_quantize/AsymmQuant/ReadVariableOp" -> "1661 maskrcnn/batch_normalization_46/fake_quantize/AsymmQuant/add_1"; -"1661 maskrcnn/batch_normalization_46/fake_quantize/AsymmQuant/add_1" -> "1663 maskrcnn/batch_normalization_46/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1662 maskrcnn/batch_normalization_46/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1663 maskrcnn/batch_normalization_46/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1663 maskrcnn/batch_normalization_46/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1674 maskrcnn/tf.__operators__.add_13/AddV2"; -"1664 maskrcnn/batch_normalization_43/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1665 maskrcnn/batch_normalization_43/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"1665 maskrcnn/batch_normalization_43/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1666 maskrcnn/batch_normalization_43/fake_quantize/AsymmQuant/Abs"; -"1666 maskrcnn/batch_normalization_43/fake_quantize/AsymmQuant/Abs" -> "1668 maskrcnn/batch_normalization_43/fake_quantize/AsymmQuant/add"; -"1667 maskrcnn/batch_normalization_43/fake_quantize/AsymmQuant/add/y" -> "1668 maskrcnn/batch_normalization_43/fake_quantize/AsymmQuant/add"; -"1668 maskrcnn/batch_normalization_43/fake_quantize/AsymmQuant/add" -> "1671 maskrcnn/batch_normalization_43/fake_quantize/AsymmQuant/add_1"; -"1669 maskrcnn/batch_normalization_43/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1670 maskrcnn/batch_normalization_43/fake_quantize/AsymmQuant/ReadVariableOp"; -"1669 maskrcnn/batch_normalization_43/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1672 maskrcnn/batch_normalization_43/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1670 maskrcnn/batch_normalization_43/fake_quantize/AsymmQuant/ReadVariableOp" -> "1671 maskrcnn/batch_normalization_43/fake_quantize/AsymmQuant/add_1"; -"1671 maskrcnn/batch_normalization_43/fake_quantize/AsymmQuant/add_1" -> "1673 maskrcnn/batch_normalization_43/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1672 maskrcnn/batch_normalization_43/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1673 maskrcnn/batch_normalization_43/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1673 maskrcnn/batch_normalization_43/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1674 maskrcnn/tf.__operators__.add_13/AddV2"; -"1674 maskrcnn/tf.__operators__.add_13/AddV2" -> "1675 maskrcnn/tf.nn.relu_42/Relu"; -"1675 maskrcnn/tf.nn.relu_42/Relu" -> "1685 maskrcnn/tf.nn.relu_42/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1676 maskrcnn/tf.nn.relu_42/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1677 maskrcnn/tf.nn.relu_42/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"1677 maskrcnn/tf.nn.relu_42/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1678 maskrcnn/tf.nn.relu_42/fake_quantize/AsymmQuant/Abs"; 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maskrcnn/tf.nn.relu_42/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1685 maskrcnn/tf.nn.relu_42/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1685 maskrcnn/tf.nn.relu_42/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1697 maskrcnn/conv2d_47/Conv2D"; -"1685 maskrcnn/tf.nn.relu_42/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1781 maskrcnn/tf.__operators__.add_14/AddV2"; -"1686 maskrcnn/conv2d_47/SymmQuant/Abs/ReadVariableOp/resource" -> "1687 maskrcnn/conv2d_47/SymmQuant/Abs/ReadVariableOp"; -"1687 maskrcnn/conv2d_47/SymmQuant/Abs/ReadVariableOp" -> "1688 maskrcnn/conv2d_47/SymmQuant/Abs"; -"1688 maskrcnn/conv2d_47/SymmQuant/Abs" -> "1690 maskrcnn/conv2d_47/SymmQuant/add"; -"1689 maskrcnn/conv2d_47/SymmQuant/add/y" -> "1690 maskrcnn/conv2d_47/SymmQuant/add"; -"1690 maskrcnn/conv2d_47/SymmQuant/add" -> "1693 maskrcnn/conv2d_47/SymmQuant/mul"; -"1690 maskrcnn/conv2d_47/SymmQuant/add" -> "1696 maskrcnn/conv2d_47/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1691 maskrcnn/conv2d_47/SymmQuant/mul/ReadVariableOp/resource" -> "1692 maskrcnn/conv2d_47/SymmQuant/mul/ReadVariableOp"; -"1692 maskrcnn/conv2d_47/SymmQuant/mul/ReadVariableOp" -> "1693 maskrcnn/conv2d_47/SymmQuant/mul"; -"1693 maskrcnn/conv2d_47/SymmQuant/mul" -> "1696 maskrcnn/conv2d_47/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1694 maskrcnn/conv2d_47/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1695 maskrcnn/conv2d_47/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1695 maskrcnn/conv2d_47/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1696 maskrcnn/conv2d_47/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1696 maskrcnn/conv2d_47/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1697 maskrcnn/conv2d_47/Conv2D"; -"1697 maskrcnn/conv2d_47/Conv2D" -> "1706 maskrcnn/batch_normalization_47/FusedBatchNormV3"; -"1698 maskrcnn/batch_normalization_47/ReadVariableOp/resource" -> "1699 maskrcnn/batch_normalization_47/ReadVariableOp"; -"1699 maskrcnn/batch_normalization_47/ReadVariableOp" -> "1706 maskrcnn/batch_normalization_47/FusedBatchNormV3"; -"1700 maskrcnn/batch_normalization_47/ReadVariableOp_1/resource" -> "1701 maskrcnn/batch_normalization_47/ReadVariableOp_1"; -"1701 maskrcnn/batch_normalization_47/ReadVariableOp_1" -> "1706 maskrcnn/batch_normalization_47/FusedBatchNormV3"; -"1702 maskrcnn/batch_normalization_47/FusedBatchNormV3/ReadVariableOp/resource" -> "1703 maskrcnn/batch_normalization_47/FusedBatchNormV3/ReadVariableOp"; -"1703 maskrcnn/batch_normalization_47/FusedBatchNormV3/ReadVariableOp" -> "1706 maskrcnn/batch_normalization_47/FusedBatchNormV3"; -"1704 maskrcnn/batch_normalization_47/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1705 maskrcnn/batch_normalization_47/FusedBatchNormV3/ReadVariableOp_1"; -"1705 maskrcnn/batch_normalization_47/FusedBatchNormV3/ReadVariableOp_1" -> "1706 maskrcnn/batch_normalization_47/FusedBatchNormV3"; -"1706 maskrcnn/batch_normalization_47/FusedBatchNormV3" -> "1707 maskrcnn/tf.nn.relu_43/Relu"; -"1707 maskrcnn/tf.nn.relu_43/Relu" -> "1717 maskrcnn/tf.nn.relu_43/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1708 maskrcnn/tf.nn.relu_43/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1709 maskrcnn/tf.nn.relu_43/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"1709 maskrcnn/tf.nn.relu_43/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1710 maskrcnn/tf.nn.relu_43/fake_quantize/AsymmQuant/Abs"; -"1710 maskrcnn/tf.nn.relu_43/fake_quantize/AsymmQuant/Abs" -> "1712 maskrcnn/tf.nn.relu_43/fake_quantize/AsymmQuant/add"; -"1711 maskrcnn/tf.nn.relu_43/fake_quantize/AsymmQuant/add/y" -> "1712 maskrcnn/tf.nn.relu_43/fake_quantize/AsymmQuant/add"; -"1712 maskrcnn/tf.nn.relu_43/fake_quantize/AsymmQuant/add" -> "1715 maskrcnn/tf.nn.relu_43/fake_quantize/AsymmQuant/add_1"; -"1713 maskrcnn/tf.nn.relu_43/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1714 maskrcnn/tf.nn.relu_43/fake_quantize/AsymmQuant/ReadVariableOp"; -"1713 maskrcnn/tf.nn.relu_43/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1716 maskrcnn/tf.nn.relu_43/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1714 maskrcnn/tf.nn.relu_43/fake_quantize/AsymmQuant/ReadVariableOp" -> "1715 maskrcnn/tf.nn.relu_43/fake_quantize/AsymmQuant/add_1"; -"1715 maskrcnn/tf.nn.relu_43/fake_quantize/AsymmQuant/add_1" -> "1717 maskrcnn/tf.nn.relu_43/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1716 maskrcnn/tf.nn.relu_43/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1717 maskrcnn/tf.nn.relu_43/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1717 maskrcnn/tf.nn.relu_43/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1729 maskrcnn/conv2d_48/Conv2D"; -"1718 maskrcnn/conv2d_48/SymmQuant/Abs/ReadVariableOp/resource" -> "1719 maskrcnn/conv2d_48/SymmQuant/Abs/ReadVariableOp"; -"1719 maskrcnn/conv2d_48/SymmQuant/Abs/ReadVariableOp" -> "1720 maskrcnn/conv2d_48/SymmQuant/Abs"; -"1720 maskrcnn/conv2d_48/SymmQuant/Abs" -> "1722 maskrcnn/conv2d_48/SymmQuant/add"; -"1721 maskrcnn/conv2d_48/SymmQuant/add/y" -> "1722 maskrcnn/conv2d_48/SymmQuant/add"; -"1722 maskrcnn/conv2d_48/SymmQuant/add" -> "1725 maskrcnn/conv2d_48/SymmQuant/mul"; -"1722 maskrcnn/conv2d_48/SymmQuant/add" -> "1728 maskrcnn/conv2d_48/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1723 maskrcnn/conv2d_48/SymmQuant/mul/ReadVariableOp/resource" -> "1724 maskrcnn/conv2d_48/SymmQuant/mul/ReadVariableOp"; -"1724 maskrcnn/conv2d_48/SymmQuant/mul/ReadVariableOp" -> "1725 maskrcnn/conv2d_48/SymmQuant/mul"; -"1725 maskrcnn/conv2d_48/SymmQuant/mul" -> "1728 maskrcnn/conv2d_48/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1726 maskrcnn/conv2d_48/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1727 maskrcnn/conv2d_48/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1727 maskrcnn/conv2d_48/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1728 maskrcnn/conv2d_48/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1728 maskrcnn/conv2d_48/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1729 maskrcnn/conv2d_48/Conv2D"; -"1729 maskrcnn/conv2d_48/Conv2D" -> "1738 maskrcnn/batch_normalization_48/FusedBatchNormV3"; -"1730 maskrcnn/batch_normalization_48/ReadVariableOp/resource" -> "1731 maskrcnn/batch_normalization_48/ReadVariableOp"; -"1731 maskrcnn/batch_normalization_48/ReadVariableOp" -> "1738 maskrcnn/batch_normalization_48/FusedBatchNormV3"; -"1732 maskrcnn/batch_normalization_48/ReadVariableOp_1/resource" -> "1733 maskrcnn/batch_normalization_48/ReadVariableOp_1"; -"1733 maskrcnn/batch_normalization_48/ReadVariableOp_1" -> "1738 maskrcnn/batch_normalization_48/FusedBatchNormV3"; -"1734 maskrcnn/batch_normalization_48/FusedBatchNormV3/ReadVariableOp/resource" -> "1735 maskrcnn/batch_normalization_48/FusedBatchNormV3/ReadVariableOp"; -"1735 maskrcnn/batch_normalization_48/FusedBatchNormV3/ReadVariableOp" -> "1738 maskrcnn/batch_normalization_48/FusedBatchNormV3"; -"1736 maskrcnn/batch_normalization_48/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1737 maskrcnn/batch_normalization_48/FusedBatchNormV3/ReadVariableOp_1"; -"1737 maskrcnn/batch_normalization_48/FusedBatchNormV3/ReadVariableOp_1" -> "1738 maskrcnn/batch_normalization_48/FusedBatchNormV3"; -"1738 maskrcnn/batch_normalization_48/FusedBatchNormV3" -> "1739 maskrcnn/tf.nn.relu_44/Relu"; -"1739 maskrcnn/tf.nn.relu_44/Relu" -> "1749 maskrcnn/tf.nn.relu_44/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1740 maskrcnn/tf.nn.relu_44/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1741 maskrcnn/tf.nn.relu_44/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"1741 maskrcnn/tf.nn.relu_44/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1742 maskrcnn/tf.nn.relu_44/fake_quantize/AsymmQuant/Abs"; -"1742 maskrcnn/tf.nn.relu_44/fake_quantize/AsymmQuant/Abs" -> "1744 maskrcnn/tf.nn.relu_44/fake_quantize/AsymmQuant/add"; -"1743 maskrcnn/tf.nn.relu_44/fake_quantize/AsymmQuant/add/y" -> "1744 maskrcnn/tf.nn.relu_44/fake_quantize/AsymmQuant/add"; -"1744 maskrcnn/tf.nn.relu_44/fake_quantize/AsymmQuant/add" -> "1747 maskrcnn/tf.nn.relu_44/fake_quantize/AsymmQuant/add_1"; -"1745 maskrcnn/tf.nn.relu_44/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1746 maskrcnn/tf.nn.relu_44/fake_quantize/AsymmQuant/ReadVariableOp"; -"1745 maskrcnn/tf.nn.relu_44/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1748 maskrcnn/tf.nn.relu_44/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1746 maskrcnn/tf.nn.relu_44/fake_quantize/AsymmQuant/ReadVariableOp" -> "1747 maskrcnn/tf.nn.relu_44/fake_quantize/AsymmQuant/add_1"; -"1747 maskrcnn/tf.nn.relu_44/fake_quantize/AsymmQuant/add_1" -> "1749 maskrcnn/tf.nn.relu_44/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1748 maskrcnn/tf.nn.relu_44/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1749 maskrcnn/tf.nn.relu_44/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1749 maskrcnn/tf.nn.relu_44/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1761 maskrcnn/conv2d_49/Conv2D"; -"1750 maskrcnn/conv2d_49/SymmQuant/Abs/ReadVariableOp/resource" -> "1751 maskrcnn/conv2d_49/SymmQuant/Abs/ReadVariableOp"; -"1751 maskrcnn/conv2d_49/SymmQuant/Abs/ReadVariableOp" -> "1752 maskrcnn/conv2d_49/SymmQuant/Abs"; -"1752 maskrcnn/conv2d_49/SymmQuant/Abs" -> "1754 maskrcnn/conv2d_49/SymmQuant/add"; -"1753 maskrcnn/conv2d_49/SymmQuant/add/y" -> "1754 maskrcnn/conv2d_49/SymmQuant/add"; -"1754 maskrcnn/conv2d_49/SymmQuant/add" -> "1757 maskrcnn/conv2d_49/SymmQuant/mul"; -"1754 maskrcnn/conv2d_49/SymmQuant/add" -> "1760 maskrcnn/conv2d_49/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1755 maskrcnn/conv2d_49/SymmQuant/mul/ReadVariableOp/resource" -> "1756 maskrcnn/conv2d_49/SymmQuant/mul/ReadVariableOp"; -"1756 maskrcnn/conv2d_49/SymmQuant/mul/ReadVariableOp" -> "1757 maskrcnn/conv2d_49/SymmQuant/mul"; -"1757 maskrcnn/conv2d_49/SymmQuant/mul" -> "1760 maskrcnn/conv2d_49/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1758 maskrcnn/conv2d_49/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1759 maskrcnn/conv2d_49/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1759 maskrcnn/conv2d_49/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1760 maskrcnn/conv2d_49/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1760 maskrcnn/conv2d_49/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1761 maskrcnn/conv2d_49/Conv2D"; -"1761 maskrcnn/conv2d_49/Conv2D" -> "1770 maskrcnn/batch_normalization_49/FusedBatchNormV3"; -"1762 maskrcnn/batch_normalization_49/ReadVariableOp/resource" -> "1763 maskrcnn/batch_normalization_49/ReadVariableOp"; -"1763 maskrcnn/batch_normalization_49/ReadVariableOp" -> "1770 maskrcnn/batch_normalization_49/FusedBatchNormV3"; -"1764 maskrcnn/batch_normalization_49/ReadVariableOp_1/resource" -> "1765 maskrcnn/batch_normalization_49/ReadVariableOp_1"; -"1765 maskrcnn/batch_normalization_49/ReadVariableOp_1" -> "1770 maskrcnn/batch_normalization_49/FusedBatchNormV3"; -"1766 maskrcnn/batch_normalization_49/FusedBatchNormV3/ReadVariableOp/resource" -> "1767 maskrcnn/batch_normalization_49/FusedBatchNormV3/ReadVariableOp"; -"1767 maskrcnn/batch_normalization_49/FusedBatchNormV3/ReadVariableOp" -> "1770 maskrcnn/batch_normalization_49/FusedBatchNormV3"; -"1768 maskrcnn/batch_normalization_49/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1769 maskrcnn/batch_normalization_49/FusedBatchNormV3/ReadVariableOp_1"; -"1769 maskrcnn/batch_normalization_49/FusedBatchNormV3/ReadVariableOp_1" -> "1770 maskrcnn/batch_normalization_49/FusedBatchNormV3"; -"1770 maskrcnn/batch_normalization_49/FusedBatchNormV3" -> "1780 maskrcnn/batch_normalization_49/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1771 maskrcnn/batch_normalization_49/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1772 maskrcnn/batch_normalization_49/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"1772 maskrcnn/batch_normalization_49/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1773 maskrcnn/batch_normalization_49/fake_quantize/AsymmQuant/Abs"; -"1773 maskrcnn/batch_normalization_49/fake_quantize/AsymmQuant/Abs" -> "1775 maskrcnn/batch_normalization_49/fake_quantize/AsymmQuant/add"; -"1774 maskrcnn/batch_normalization_49/fake_quantize/AsymmQuant/add/y" -> "1775 maskrcnn/batch_normalization_49/fake_quantize/AsymmQuant/add"; -"1775 maskrcnn/batch_normalization_49/fake_quantize/AsymmQuant/add" -> "1778 maskrcnn/batch_normalization_49/fake_quantize/AsymmQuant/add_1"; -"1776 maskrcnn/batch_normalization_49/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1777 maskrcnn/batch_normalization_49/fake_quantize/AsymmQuant/ReadVariableOp"; -"1776 maskrcnn/batch_normalization_49/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1779 maskrcnn/batch_normalization_49/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1777 maskrcnn/batch_normalization_49/fake_quantize/AsymmQuant/ReadVariableOp" -> "1778 maskrcnn/batch_normalization_49/fake_quantize/AsymmQuant/add_1"; -"1778 maskrcnn/batch_normalization_49/fake_quantize/AsymmQuant/add_1" -> "1780 maskrcnn/batch_normalization_49/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1779 maskrcnn/batch_normalization_49/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1780 maskrcnn/batch_normalization_49/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1780 maskrcnn/batch_normalization_49/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1781 maskrcnn/tf.__operators__.add_14/AddV2"; -"1781 maskrcnn/tf.__operators__.add_14/AddV2" -> "1782 maskrcnn/tf.nn.relu_45/Relu"; -"1782 maskrcnn/tf.nn.relu_45/Relu" -> "1792 maskrcnn/tf.nn.relu_45/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1783 maskrcnn/tf.nn.relu_45/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1784 maskrcnn/tf.nn.relu_45/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"1784 maskrcnn/tf.nn.relu_45/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1785 maskrcnn/tf.nn.relu_45/fake_quantize/AsymmQuant/Abs"; -"1785 maskrcnn/tf.nn.relu_45/fake_quantize/AsymmQuant/Abs" -> "1787 maskrcnn/tf.nn.relu_45/fake_quantize/AsymmQuant/add"; -"1786 maskrcnn/tf.nn.relu_45/fake_quantize/AsymmQuant/add/y" -> "1787 maskrcnn/tf.nn.relu_45/fake_quantize/AsymmQuant/add"; -"1787 maskrcnn/tf.nn.relu_45/fake_quantize/AsymmQuant/add" -> "1790 maskrcnn/tf.nn.relu_45/fake_quantize/AsymmQuant/add_1"; -"1788 maskrcnn/tf.nn.relu_45/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1789 maskrcnn/tf.nn.relu_45/fake_quantize/AsymmQuant/ReadVariableOp"; -"1788 maskrcnn/tf.nn.relu_45/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1791 maskrcnn/tf.nn.relu_45/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1789 maskrcnn/tf.nn.relu_45/fake_quantize/AsymmQuant/ReadVariableOp" -> "1790 maskrcnn/tf.nn.relu_45/fake_quantize/AsymmQuant/add_1"; -"1790 maskrcnn/tf.nn.relu_45/fake_quantize/AsymmQuant/add_1" -> "1792 maskrcnn/tf.nn.relu_45/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1791 maskrcnn/tf.nn.relu_45/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1792 maskrcnn/tf.nn.relu_45/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1792 maskrcnn/tf.nn.relu_45/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1804 maskrcnn/conv2d_50/Conv2D"; -"1792 maskrcnn/tf.nn.relu_45/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1888 maskrcnn/tf.__operators__.add_15/AddV2"; -"1793 maskrcnn/conv2d_50/SymmQuant/Abs/ReadVariableOp/resource" -> "1794 maskrcnn/conv2d_50/SymmQuant/Abs/ReadVariableOp"; -"1794 maskrcnn/conv2d_50/SymmQuant/Abs/ReadVariableOp" -> "1795 maskrcnn/conv2d_50/SymmQuant/Abs"; -"1795 maskrcnn/conv2d_50/SymmQuant/Abs" -> "1797 maskrcnn/conv2d_50/SymmQuant/add"; -"1796 maskrcnn/conv2d_50/SymmQuant/add/y" -> "1797 maskrcnn/conv2d_50/SymmQuant/add"; -"1797 maskrcnn/conv2d_50/SymmQuant/add" -> "1800 maskrcnn/conv2d_50/SymmQuant/mul"; -"1797 maskrcnn/conv2d_50/SymmQuant/add" -> "1803 maskrcnn/conv2d_50/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1798 maskrcnn/conv2d_50/SymmQuant/mul/ReadVariableOp/resource" -> "1799 maskrcnn/conv2d_50/SymmQuant/mul/ReadVariableOp"; -"1799 maskrcnn/conv2d_50/SymmQuant/mul/ReadVariableOp" -> "1800 maskrcnn/conv2d_50/SymmQuant/mul"; -"1800 maskrcnn/conv2d_50/SymmQuant/mul" -> "1803 maskrcnn/conv2d_50/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1801 maskrcnn/conv2d_50/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1802 maskrcnn/conv2d_50/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1802 maskrcnn/conv2d_50/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1803 maskrcnn/conv2d_50/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1803 maskrcnn/conv2d_50/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1804 maskrcnn/conv2d_50/Conv2D"; -"1804 maskrcnn/conv2d_50/Conv2D" -> "1813 maskrcnn/batch_normalization_50/FusedBatchNormV3"; -"1805 maskrcnn/batch_normalization_50/ReadVariableOp/resource" -> "1806 maskrcnn/batch_normalization_50/ReadVariableOp"; -"1806 maskrcnn/batch_normalization_50/ReadVariableOp" -> "1813 maskrcnn/batch_normalization_50/FusedBatchNormV3"; -"1807 maskrcnn/batch_normalization_50/ReadVariableOp_1/resource" -> "1808 maskrcnn/batch_normalization_50/ReadVariableOp_1"; -"1808 maskrcnn/batch_normalization_50/ReadVariableOp_1" -> "1813 maskrcnn/batch_normalization_50/FusedBatchNormV3"; -"1809 maskrcnn/batch_normalization_50/FusedBatchNormV3/ReadVariableOp/resource" -> "1810 maskrcnn/batch_normalization_50/FusedBatchNormV3/ReadVariableOp"; -"1810 maskrcnn/batch_normalization_50/FusedBatchNormV3/ReadVariableOp" -> "1813 maskrcnn/batch_normalization_50/FusedBatchNormV3"; -"1811 maskrcnn/batch_normalization_50/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1812 maskrcnn/batch_normalization_50/FusedBatchNormV3/ReadVariableOp_1"; -"1812 maskrcnn/batch_normalization_50/FusedBatchNormV3/ReadVariableOp_1" -> "1813 maskrcnn/batch_normalization_50/FusedBatchNormV3"; -"1813 maskrcnn/batch_normalization_50/FusedBatchNormV3" -> "1814 maskrcnn/tf.nn.relu_46/Relu"; -"1814 maskrcnn/tf.nn.relu_46/Relu" -> "1824 maskrcnn/tf.nn.relu_46/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1815 maskrcnn/tf.nn.relu_46/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1816 maskrcnn/tf.nn.relu_46/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"1816 maskrcnn/tf.nn.relu_46/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1817 maskrcnn/tf.nn.relu_46/fake_quantize/AsymmQuant/Abs"; -"1817 maskrcnn/tf.nn.relu_46/fake_quantize/AsymmQuant/Abs" -> "1819 maskrcnn/tf.nn.relu_46/fake_quantize/AsymmQuant/add"; -"1818 maskrcnn/tf.nn.relu_46/fake_quantize/AsymmQuant/add/y" -> "1819 maskrcnn/tf.nn.relu_46/fake_quantize/AsymmQuant/add"; -"1819 maskrcnn/tf.nn.relu_46/fake_quantize/AsymmQuant/add" -> "1822 maskrcnn/tf.nn.relu_46/fake_quantize/AsymmQuant/add_1"; -"1820 maskrcnn/tf.nn.relu_46/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1821 maskrcnn/tf.nn.relu_46/fake_quantize/AsymmQuant/ReadVariableOp"; -"1820 maskrcnn/tf.nn.relu_46/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1823 maskrcnn/tf.nn.relu_46/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1821 maskrcnn/tf.nn.relu_46/fake_quantize/AsymmQuant/ReadVariableOp" -> "1822 maskrcnn/tf.nn.relu_46/fake_quantize/AsymmQuant/add_1"; -"1822 maskrcnn/tf.nn.relu_46/fake_quantize/AsymmQuant/add_1" -> "1824 maskrcnn/tf.nn.relu_46/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1823 maskrcnn/tf.nn.relu_46/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1824 maskrcnn/tf.nn.relu_46/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1824 maskrcnn/tf.nn.relu_46/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1836 maskrcnn/conv2d_51/Conv2D"; -"1825 maskrcnn/conv2d_51/SymmQuant/Abs/ReadVariableOp/resource" -> "1826 maskrcnn/conv2d_51/SymmQuant/Abs/ReadVariableOp"; -"1826 maskrcnn/conv2d_51/SymmQuant/Abs/ReadVariableOp" -> "1827 maskrcnn/conv2d_51/SymmQuant/Abs"; -"1827 maskrcnn/conv2d_51/SymmQuant/Abs" -> "1829 maskrcnn/conv2d_51/SymmQuant/add"; -"1828 maskrcnn/conv2d_51/SymmQuant/add/y" -> "1829 maskrcnn/conv2d_51/SymmQuant/add"; -"1829 maskrcnn/conv2d_51/SymmQuant/add" -> "1832 maskrcnn/conv2d_51/SymmQuant/mul"; -"1829 maskrcnn/conv2d_51/SymmQuant/add" -> "1835 maskrcnn/conv2d_51/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1830 maskrcnn/conv2d_51/SymmQuant/mul/ReadVariableOp/resource" -> "1831 maskrcnn/conv2d_51/SymmQuant/mul/ReadVariableOp"; -"1831 maskrcnn/conv2d_51/SymmQuant/mul/ReadVariableOp" -> "1832 maskrcnn/conv2d_51/SymmQuant/mul"; -"1832 maskrcnn/conv2d_51/SymmQuant/mul" -> "1835 maskrcnn/conv2d_51/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1833 maskrcnn/conv2d_51/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1834 maskrcnn/conv2d_51/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1834 maskrcnn/conv2d_51/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1835 maskrcnn/conv2d_51/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1835 maskrcnn/conv2d_51/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1836 maskrcnn/conv2d_51/Conv2D"; -"1836 maskrcnn/conv2d_51/Conv2D" -> "1845 maskrcnn/batch_normalization_51/FusedBatchNormV3"; -"1837 maskrcnn/batch_normalization_51/ReadVariableOp/resource" -> "1838 maskrcnn/batch_normalization_51/ReadVariableOp"; -"1838 maskrcnn/batch_normalization_51/ReadVariableOp" -> "1845 maskrcnn/batch_normalization_51/FusedBatchNormV3"; -"1839 maskrcnn/batch_normalization_51/ReadVariableOp_1/resource" -> "1840 maskrcnn/batch_normalization_51/ReadVariableOp_1"; -"1840 maskrcnn/batch_normalization_51/ReadVariableOp_1" -> "1845 maskrcnn/batch_normalization_51/FusedBatchNormV3"; -"1841 maskrcnn/batch_normalization_51/FusedBatchNormV3/ReadVariableOp/resource" -> "1842 maskrcnn/batch_normalization_51/FusedBatchNormV3/ReadVariableOp"; -"1842 maskrcnn/batch_normalization_51/FusedBatchNormV3/ReadVariableOp" -> "1845 maskrcnn/batch_normalization_51/FusedBatchNormV3"; -"1843 maskrcnn/batch_normalization_51/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1844 maskrcnn/batch_normalization_51/FusedBatchNormV3/ReadVariableOp_1"; -"1844 maskrcnn/batch_normalization_51/FusedBatchNormV3/ReadVariableOp_1" -> "1845 maskrcnn/batch_normalization_51/FusedBatchNormV3"; -"1845 maskrcnn/batch_normalization_51/FusedBatchNormV3" -> "1846 maskrcnn/tf.nn.relu_47/Relu"; -"1846 maskrcnn/tf.nn.relu_47/Relu" -> "1856 maskrcnn/tf.nn.relu_47/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1847 maskrcnn/tf.nn.relu_47/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1848 maskrcnn/tf.nn.relu_47/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"1848 maskrcnn/tf.nn.relu_47/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1849 maskrcnn/tf.nn.relu_47/fake_quantize/AsymmQuant/Abs"; -"1849 maskrcnn/tf.nn.relu_47/fake_quantize/AsymmQuant/Abs" -> "1851 maskrcnn/tf.nn.relu_47/fake_quantize/AsymmQuant/add"; -"1850 maskrcnn/tf.nn.relu_47/fake_quantize/AsymmQuant/add/y" -> "1851 maskrcnn/tf.nn.relu_47/fake_quantize/AsymmQuant/add"; -"1851 maskrcnn/tf.nn.relu_47/fake_quantize/AsymmQuant/add" -> "1854 maskrcnn/tf.nn.relu_47/fake_quantize/AsymmQuant/add_1"; -"1852 maskrcnn/tf.nn.relu_47/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1853 maskrcnn/tf.nn.relu_47/fake_quantize/AsymmQuant/ReadVariableOp"; -"1852 maskrcnn/tf.nn.relu_47/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1855 maskrcnn/tf.nn.relu_47/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1853 maskrcnn/tf.nn.relu_47/fake_quantize/AsymmQuant/ReadVariableOp" -> "1854 maskrcnn/tf.nn.relu_47/fake_quantize/AsymmQuant/add_1"; -"1854 maskrcnn/tf.nn.relu_47/fake_quantize/AsymmQuant/add_1" -> "1856 maskrcnn/tf.nn.relu_47/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1855 maskrcnn/tf.nn.relu_47/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1856 maskrcnn/tf.nn.relu_47/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1856 maskrcnn/tf.nn.relu_47/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1868 maskrcnn/conv2d_52/Conv2D"; -"1857 maskrcnn/conv2d_52/SymmQuant/Abs/ReadVariableOp/resource" -> "1858 maskrcnn/conv2d_52/SymmQuant/Abs/ReadVariableOp"; -"1858 maskrcnn/conv2d_52/SymmQuant/Abs/ReadVariableOp" -> "1859 maskrcnn/conv2d_52/SymmQuant/Abs"; -"1859 maskrcnn/conv2d_52/SymmQuant/Abs" -> "1861 maskrcnn/conv2d_52/SymmQuant/add"; -"1860 maskrcnn/conv2d_52/SymmQuant/add/y" -> "1861 maskrcnn/conv2d_52/SymmQuant/add"; -"1861 maskrcnn/conv2d_52/SymmQuant/add" -> "1864 maskrcnn/conv2d_52/SymmQuant/mul"; -"1861 maskrcnn/conv2d_52/SymmQuant/add" -> "1867 maskrcnn/conv2d_52/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1862 maskrcnn/conv2d_52/SymmQuant/mul/ReadVariableOp/resource" -> "1863 maskrcnn/conv2d_52/SymmQuant/mul/ReadVariableOp"; -"1863 maskrcnn/conv2d_52/SymmQuant/mul/ReadVariableOp" -> "1864 maskrcnn/conv2d_52/SymmQuant/mul"; -"1864 maskrcnn/conv2d_52/SymmQuant/mul" -> "1867 maskrcnn/conv2d_52/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1865 maskrcnn/conv2d_52/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1866 maskrcnn/conv2d_52/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1866 maskrcnn/conv2d_52/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1867 maskrcnn/conv2d_52/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1867 maskrcnn/conv2d_52/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1868 maskrcnn/conv2d_52/Conv2D"; -"1868 maskrcnn/conv2d_52/Conv2D" -> "1877 maskrcnn/batch_normalization_52/FusedBatchNormV3"; -"1869 maskrcnn/batch_normalization_52/ReadVariableOp/resource" -> "1870 maskrcnn/batch_normalization_52/ReadVariableOp"; -"1870 maskrcnn/batch_normalization_52/ReadVariableOp" -> "1877 maskrcnn/batch_normalization_52/FusedBatchNormV3"; -"1871 maskrcnn/batch_normalization_52/ReadVariableOp_1/resource" -> "1872 maskrcnn/batch_normalization_52/ReadVariableOp_1"; -"1872 maskrcnn/batch_normalization_52/ReadVariableOp_1" -> "1877 maskrcnn/batch_normalization_52/FusedBatchNormV3"; -"1873 maskrcnn/batch_normalization_52/FusedBatchNormV3/ReadVariableOp/resource" -> "1874 maskrcnn/batch_normalization_52/FusedBatchNormV3/ReadVariableOp"; -"1874 maskrcnn/batch_normalization_52/FusedBatchNormV3/ReadVariableOp" -> "1877 maskrcnn/batch_normalization_52/FusedBatchNormV3"; -"1875 maskrcnn/batch_normalization_52/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1876 maskrcnn/batch_normalization_52/FusedBatchNormV3/ReadVariableOp_1"; -"1876 maskrcnn/batch_normalization_52/FusedBatchNormV3/ReadVariableOp_1" -> "1877 maskrcnn/batch_normalization_52/FusedBatchNormV3"; -"1877 maskrcnn/batch_normalization_52/FusedBatchNormV3" -> "1887 maskrcnn/batch_normalization_52/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1878 maskrcnn/batch_normalization_52/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1879 maskrcnn/batch_normalization_52/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"1879 maskrcnn/batch_normalization_52/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1880 maskrcnn/batch_normalization_52/fake_quantize/AsymmQuant/Abs"; -"1880 maskrcnn/batch_normalization_52/fake_quantize/AsymmQuant/Abs" -> "1882 maskrcnn/batch_normalization_52/fake_quantize/AsymmQuant/add"; -"1881 maskrcnn/batch_normalization_52/fake_quantize/AsymmQuant/add/y" -> "1882 maskrcnn/batch_normalization_52/fake_quantize/AsymmQuant/add"; -"1882 maskrcnn/batch_normalization_52/fake_quantize/AsymmQuant/add" -> "1885 maskrcnn/batch_normalization_52/fake_quantize/AsymmQuant/add_1"; -"1883 maskrcnn/batch_normalization_52/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1884 maskrcnn/batch_normalization_52/fake_quantize/AsymmQuant/ReadVariableOp"; -"1883 maskrcnn/batch_normalization_52/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1886 maskrcnn/batch_normalization_52/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1884 maskrcnn/batch_normalization_52/fake_quantize/AsymmQuant/ReadVariableOp" -> "1885 maskrcnn/batch_normalization_52/fake_quantize/AsymmQuant/add_1"; -"1885 maskrcnn/batch_normalization_52/fake_quantize/AsymmQuant/add_1" -> "1887 maskrcnn/batch_normalization_52/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1886 maskrcnn/batch_normalization_52/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1887 maskrcnn/batch_normalization_52/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1887 maskrcnn/batch_normalization_52/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1888 maskrcnn/tf.__operators__.add_15/AddV2"; -"1888 maskrcnn/tf.__operators__.add_15/AddV2" -> "1889 maskrcnn/tf.nn.relu_48/Relu"; -"1889 maskrcnn/tf.nn.relu_48/Relu" -> "1899 maskrcnn/tf.nn.relu_48/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1890 maskrcnn/tf.nn.relu_48/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1891 maskrcnn/tf.nn.relu_48/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"1891 maskrcnn/tf.nn.relu_48/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1892 maskrcnn/tf.nn.relu_48/fake_quantize/AsymmQuant/Abs"; -"1892 maskrcnn/tf.nn.relu_48/fake_quantize/AsymmQuant/Abs" -> "1894 maskrcnn/tf.nn.relu_48/fake_quantize/AsymmQuant/add"; -"1893 maskrcnn/tf.nn.relu_48/fake_quantize/AsymmQuant/add/y" -> "1894 maskrcnn/tf.nn.relu_48/fake_quantize/AsymmQuant/add"; -"1894 maskrcnn/tf.nn.relu_48/fake_quantize/AsymmQuant/add" -> "1897 maskrcnn/tf.nn.relu_48/fake_quantize/AsymmQuant/add_1"; -"1895 maskrcnn/tf.nn.relu_48/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1896 maskrcnn/tf.nn.relu_48/fake_quantize/AsymmQuant/ReadVariableOp"; -"1895 maskrcnn/tf.nn.relu_48/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1898 maskrcnn/tf.nn.relu_48/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1896 maskrcnn/tf.nn.relu_48/fake_quantize/AsymmQuant/ReadVariableOp" -> "1897 maskrcnn/tf.nn.relu_48/fake_quantize/AsymmQuant/add_1"; -"1897 maskrcnn/tf.nn.relu_48/fake_quantize/AsymmQuant/add_1" -> "1899 maskrcnn/tf.nn.relu_48/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1898 maskrcnn/tf.nn.relu_48/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1899 maskrcnn/tf.nn.relu_48/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1899 maskrcnn/tf.nn.relu_48/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1900 maskrcnn/tf.identity_5/Identity"; -"1900 maskrcnn/tf.identity_5/Identity" -> "1912 maskrcnn/l5/Conv2D"; -"1901 maskrcnn/l5/SymmQuant/Abs/ReadVariableOp/resource" -> "1902 maskrcnn/l5/SymmQuant/Abs/ReadVariableOp"; -"1902 maskrcnn/l5/SymmQuant/Abs/ReadVariableOp" -> "1903 maskrcnn/l5/SymmQuant/Abs"; -"1903 maskrcnn/l5/SymmQuant/Abs" -> "1905 maskrcnn/l5/SymmQuant/add"; -"1904 maskrcnn/l5/SymmQuant/add/y" -> "1905 maskrcnn/l5/SymmQuant/add"; -"1905 maskrcnn/l5/SymmQuant/add" -> "1908 maskrcnn/l5/SymmQuant/mul"; -"1905 maskrcnn/l5/SymmQuant/add" -> "1911 maskrcnn/l5/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1906 maskrcnn/l5/SymmQuant/mul/ReadVariableOp/resource" -> "1907 maskrcnn/l5/SymmQuant/mul/ReadVariableOp"; -"1907 maskrcnn/l5/SymmQuant/mul/ReadVariableOp" -> "1908 maskrcnn/l5/SymmQuant/mul"; -"1908 maskrcnn/l5/SymmQuant/mul" -> "1911 maskrcnn/l5/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1909 maskrcnn/l5/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1910 maskrcnn/l5/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1910 maskrcnn/l5/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1911 maskrcnn/l5/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1911 maskrcnn/l5/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1912 maskrcnn/l5/Conv2D"; -"1912 maskrcnn/l5/Conv2D" -> "1915 maskrcnn/l5/BiasAdd"; -"1913 maskrcnn/l5/BiasAdd/ReadVariableOp/resource" -> "1914 maskrcnn/l5/BiasAdd/ReadVariableOp"; -"1914 maskrcnn/l5/BiasAdd/ReadVariableOp" -> "1915 maskrcnn/l5/BiasAdd"; -"1915 maskrcnn/l5/BiasAdd" -> "1925 maskrcnn/l5/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1916 maskrcnn/l5/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1917 maskrcnn/l5/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"1917 maskrcnn/l5/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1918 maskrcnn/l5/fake_quantize/AsymmQuant/Abs"; -"1918 maskrcnn/l5/fake_quantize/AsymmQuant/Abs" -> "1920 maskrcnn/l5/fake_quantize/AsymmQuant/add"; -"1919 maskrcnn/l5/fake_quantize/AsymmQuant/add/y" -> "1920 maskrcnn/l5/fake_quantize/AsymmQuant/add"; -"1920 maskrcnn/l5/fake_quantize/AsymmQuant/add" -> "1923 maskrcnn/l5/fake_quantize/AsymmQuant/add_1"; -"1921 maskrcnn/l5/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1922 maskrcnn/l5/fake_quantize/AsymmQuant/ReadVariableOp"; -"1921 maskrcnn/l5/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1924 maskrcnn/l5/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1922 maskrcnn/l5/fake_quantize/AsymmQuant/ReadVariableOp" -> "1923 maskrcnn/l5/fake_quantize/AsymmQuant/add_1"; -"1923 maskrcnn/l5/fake_quantize/AsymmQuant/add_1" -> "1925 maskrcnn/l5/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1924 maskrcnn/l5/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1925 maskrcnn/l5/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1925 maskrcnn/l5/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1944 maskrcnn/up_sampling2d/resize/ResizeNearestNeighbor"; -"1925 maskrcnn/l5/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "2076 maskrcnn/post_hoc_d5/Conv2D"; -"1926 maskrcnn/l4/SymmQuant/Abs/ReadVariableOp/resource" -> "1927 maskrcnn/l4/SymmQuant/Abs/ReadVariableOp"; -"1927 maskrcnn/l4/SymmQuant/Abs/ReadVariableOp" -> "1928 maskrcnn/l4/SymmQuant/Abs"; -"1928 maskrcnn/l4/SymmQuant/Abs" -> "1930 maskrcnn/l4/SymmQuant/add"; -"1929 maskrcnn/l4/SymmQuant/add/y" -> "1930 maskrcnn/l4/SymmQuant/add"; -"1930 maskrcnn/l4/SymmQuant/add" -> "1933 maskrcnn/l4/SymmQuant/mul"; -"1930 maskrcnn/l4/SymmQuant/add" -> "1936 maskrcnn/l4/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1931 maskrcnn/l4/SymmQuant/mul/ReadVariableOp/resource" -> "1932 maskrcnn/l4/SymmQuant/mul/ReadVariableOp"; -"1932 maskrcnn/l4/SymmQuant/mul/ReadVariableOp" -> "1933 maskrcnn/l4/SymmQuant/mul"; -"1933 maskrcnn/l4/SymmQuant/mul" -> "1936 maskrcnn/l4/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1934 maskrcnn/l4/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1935 maskrcnn/l4/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1935 maskrcnn/l4/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1936 maskrcnn/l4/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1936 maskrcnn/l4/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1937 maskrcnn/l4/Conv2D"; -"1937 maskrcnn/l4/Conv2D" -> "1940 maskrcnn/l4/BiasAdd"; -"1938 maskrcnn/l4/BiasAdd/ReadVariableOp/resource" -> "1939 maskrcnn/l4/BiasAdd/ReadVariableOp"; -"1939 maskrcnn/l4/BiasAdd/ReadVariableOp" -> "1940 maskrcnn/l4/BiasAdd"; -"1940 maskrcnn/l4/BiasAdd" -> "1964 maskrcnn/l4/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1941 maskrcnn/up_sampling2d/Const" -> "1943 maskrcnn/up_sampling2d/mul"; -"1942 maskrcnn/up_sampling2d/Const_1" -> "1943 maskrcnn/up_sampling2d/mul"; -"1943 maskrcnn/up_sampling2d/mul" -> "1944 maskrcnn/up_sampling2d/resize/ResizeNearestNeighbor"; -"1944 maskrcnn/up_sampling2d/resize/ResizeNearestNeighbor" -> "1954 maskrcnn/up_sampling2d/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1945 maskrcnn/up_sampling2d/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1946 maskrcnn/up_sampling2d/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"1946 maskrcnn/up_sampling2d/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1947 maskrcnn/up_sampling2d/fake_quantize/AsymmQuant/Abs"; -"1947 maskrcnn/up_sampling2d/fake_quantize/AsymmQuant/Abs" -> "1949 maskrcnn/up_sampling2d/fake_quantize/AsymmQuant/add"; -"1948 maskrcnn/up_sampling2d/fake_quantize/AsymmQuant/add/y" -> "1949 maskrcnn/up_sampling2d/fake_quantize/AsymmQuant/add"; -"1949 maskrcnn/up_sampling2d/fake_quantize/AsymmQuant/add" -> "1952 maskrcnn/up_sampling2d/fake_quantize/AsymmQuant/add_1"; -"1950 maskrcnn/up_sampling2d/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1951 maskrcnn/up_sampling2d/fake_quantize/AsymmQuant/ReadVariableOp"; -"1950 maskrcnn/up_sampling2d/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1953 maskrcnn/up_sampling2d/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1951 maskrcnn/up_sampling2d/fake_quantize/AsymmQuant/ReadVariableOp" -> "1952 maskrcnn/up_sampling2d/fake_quantize/AsymmQuant/add_1"; -"1952 maskrcnn/up_sampling2d/fake_quantize/AsymmQuant/add_1" -> "1954 maskrcnn/up_sampling2d/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1953 maskrcnn/up_sampling2d/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1954 maskrcnn/up_sampling2d/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1954 maskrcnn/up_sampling2d/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1965 maskrcnn/tf.__operators__.add_16/AddV2"; -"1955 maskrcnn/l4/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1956 maskrcnn/l4/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"1956 maskrcnn/l4/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1957 maskrcnn/l4/fake_quantize/AsymmQuant/Abs"; -"1957 maskrcnn/l4/fake_quantize/AsymmQuant/Abs" -> "1959 maskrcnn/l4/fake_quantize/AsymmQuant/add"; -"1958 maskrcnn/l4/fake_quantize/AsymmQuant/add/y" -> "1959 maskrcnn/l4/fake_quantize/AsymmQuant/add"; -"1959 maskrcnn/l4/fake_quantize/AsymmQuant/add" -> "1962 maskrcnn/l4/fake_quantize/AsymmQuant/add_1"; -"1960 maskrcnn/l4/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1961 maskrcnn/l4/fake_quantize/AsymmQuant/ReadVariableOp"; -"1960 maskrcnn/l4/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1963 maskrcnn/l4/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1961 maskrcnn/l4/fake_quantize/AsymmQuant/ReadVariableOp" -> "1962 maskrcnn/l4/fake_quantize/AsymmQuant/add_1"; -"1962 maskrcnn/l4/fake_quantize/AsymmQuant/add_1" -> "1964 maskrcnn/l4/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1963 maskrcnn/l4/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1964 maskrcnn/l4/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1964 maskrcnn/l4/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1965 maskrcnn/tf.__operators__.add_16/AddV2"; -"1965 maskrcnn/tf.__operators__.add_16/AddV2" -> "1975 maskrcnn/tf.__operators__.add_16/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1966 maskrcnn/tf.__operators__.add_16/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1967 maskrcnn/tf.__operators__.add_16/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"1967 maskrcnn/tf.__operators__.add_16/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1968 maskrcnn/tf.__operators__.add_16/fake_quantize/AsymmQuant/Abs"; -"1968 maskrcnn/tf.__operators__.add_16/fake_quantize/AsymmQuant/Abs" -> "1970 maskrcnn/tf.__operators__.add_16/fake_quantize/AsymmQuant/add"; -"1969 maskrcnn/tf.__operators__.add_16/fake_quantize/AsymmQuant/add/y" -> "1970 maskrcnn/tf.__operators__.add_16/fake_quantize/AsymmQuant/add"; -"1970 maskrcnn/tf.__operators__.add_16/fake_quantize/AsymmQuant/add" -> "1973 maskrcnn/tf.__operators__.add_16/fake_quantize/AsymmQuant/add_1"; -"1971 maskrcnn/tf.__operators__.add_16/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1972 maskrcnn/tf.__operators__.add_16/fake_quantize/AsymmQuant/ReadVariableOp"; -"1971 maskrcnn/tf.__operators__.add_16/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "1974 maskrcnn/tf.__operators__.add_16/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1972 maskrcnn/tf.__operators__.add_16/fake_quantize/AsymmQuant/ReadVariableOp" -> "1973 maskrcnn/tf.__operators__.add_16/fake_quantize/AsymmQuant/add_1"; -"1973 maskrcnn/tf.__operators__.add_16/fake_quantize/AsymmQuant/add_1" -> "1975 maskrcnn/tf.__operators__.add_16/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1974 maskrcnn/tf.__operators__.add_16/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1975 maskrcnn/tf.__operators__.add_16/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1975 maskrcnn/tf.__operators__.add_16/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "1994 maskrcnn/up_sampling2d_1/resize/ResizeNearestNeighbor"; -"1975 maskrcnn/tf.__operators__.add_16/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "2127 maskrcnn/post_hoc_d4/Conv2D"; -"1976 maskrcnn/l3/SymmQuant/Abs/ReadVariableOp/resource" -> "1977 maskrcnn/l3/SymmQuant/Abs/ReadVariableOp"; -"1977 maskrcnn/l3/SymmQuant/Abs/ReadVariableOp" -> "1978 maskrcnn/l3/SymmQuant/Abs"; -"1978 maskrcnn/l3/SymmQuant/Abs" -> "1980 maskrcnn/l3/SymmQuant/add"; -"1979 maskrcnn/l3/SymmQuant/add/y" -> "1980 maskrcnn/l3/SymmQuant/add"; -"1980 maskrcnn/l3/SymmQuant/add" -> "1983 maskrcnn/l3/SymmQuant/mul"; -"1980 maskrcnn/l3/SymmQuant/add" -> "1986 maskrcnn/l3/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1981 maskrcnn/l3/SymmQuant/mul/ReadVariableOp/resource" -> "1982 maskrcnn/l3/SymmQuant/mul/ReadVariableOp"; -"1982 maskrcnn/l3/SymmQuant/mul/ReadVariableOp" -> "1983 maskrcnn/l3/SymmQuant/mul"; -"1983 maskrcnn/l3/SymmQuant/mul" -> "1986 maskrcnn/l3/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1984 maskrcnn/l3/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "1985 maskrcnn/l3/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"1985 maskrcnn/l3/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "1986 maskrcnn/l3/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"1986 maskrcnn/l3/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "1987 maskrcnn/l3/Conv2D"; -"1987 maskrcnn/l3/Conv2D" -> "1990 maskrcnn/l3/BiasAdd"; -"1988 maskrcnn/l3/BiasAdd/ReadVariableOp/resource" -> "1989 maskrcnn/l3/BiasAdd/ReadVariableOp"; -"1989 maskrcnn/l3/BiasAdd/ReadVariableOp" -> "1990 maskrcnn/l3/BiasAdd"; -"1990 maskrcnn/l3/BiasAdd" -> "2014 maskrcnn/l3/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1991 maskrcnn/up_sampling2d_1/Const" -> "1993 maskrcnn/up_sampling2d_1/mul"; -"1992 maskrcnn/up_sampling2d_1/Const_1" -> "1993 maskrcnn/up_sampling2d_1/mul"; -"1993 maskrcnn/up_sampling2d_1/mul" -> "1994 maskrcnn/up_sampling2d_1/resize/ResizeNearestNeighbor"; -"1994 maskrcnn/up_sampling2d_1/resize/ResizeNearestNeighbor" -> "2004 maskrcnn/up_sampling2d_1/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"1995 maskrcnn/up_sampling2d_1/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "1996 maskrcnn/up_sampling2d_1/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"1996 maskrcnn/up_sampling2d_1/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "1997 maskrcnn/up_sampling2d_1/fake_quantize/AsymmQuant/Abs"; -"1997 maskrcnn/up_sampling2d_1/fake_quantize/AsymmQuant/Abs" -> "1999 maskrcnn/up_sampling2d_1/fake_quantize/AsymmQuant/add"; -"1998 maskrcnn/up_sampling2d_1/fake_quantize/AsymmQuant/add/y" -> "1999 maskrcnn/up_sampling2d_1/fake_quantize/AsymmQuant/add"; -"1999 maskrcnn/up_sampling2d_1/fake_quantize/AsymmQuant/add" -> "2002 maskrcnn/up_sampling2d_1/fake_quantize/AsymmQuant/add_1"; -"2000 maskrcnn/up_sampling2d_1/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2001 maskrcnn/up_sampling2d_1/fake_quantize/AsymmQuant/ReadVariableOp"; -"2000 maskrcnn/up_sampling2d_1/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2003 maskrcnn/up_sampling2d_1/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2001 maskrcnn/up_sampling2d_1/fake_quantize/AsymmQuant/ReadVariableOp" -> "2002 maskrcnn/up_sampling2d_1/fake_quantize/AsymmQuant/add_1"; -"2002 maskrcnn/up_sampling2d_1/fake_quantize/AsymmQuant/add_1" -> "2004 maskrcnn/up_sampling2d_1/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2003 maskrcnn/up_sampling2d_1/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2004 maskrcnn/up_sampling2d_1/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2004 maskrcnn/up_sampling2d_1/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "2015 maskrcnn/tf.__operators__.add_17/AddV2"; -"2005 maskrcnn/l3/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "2006 maskrcnn/l3/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"2006 maskrcnn/l3/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "2007 maskrcnn/l3/fake_quantize/AsymmQuant/Abs"; -"2007 maskrcnn/l3/fake_quantize/AsymmQuant/Abs" -> "2009 maskrcnn/l3/fake_quantize/AsymmQuant/add"; -"2008 maskrcnn/l3/fake_quantize/AsymmQuant/add/y" -> "2009 maskrcnn/l3/fake_quantize/AsymmQuant/add"; -"2009 maskrcnn/l3/fake_quantize/AsymmQuant/add" -> "2012 maskrcnn/l3/fake_quantize/AsymmQuant/add_1"; -"2010 maskrcnn/l3/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2011 maskrcnn/l3/fake_quantize/AsymmQuant/ReadVariableOp"; -"2010 maskrcnn/l3/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2013 maskrcnn/l3/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2011 maskrcnn/l3/fake_quantize/AsymmQuant/ReadVariableOp" -> "2012 maskrcnn/l3/fake_quantize/AsymmQuant/add_1"; -"2012 maskrcnn/l3/fake_quantize/AsymmQuant/add_1" -> "2014 maskrcnn/l3/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2013 maskrcnn/l3/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2014 maskrcnn/l3/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2014 maskrcnn/l3/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "2015 maskrcnn/tf.__operators__.add_17/AddV2"; -"2015 maskrcnn/tf.__operators__.add_17/AddV2" -> "2025 maskrcnn/tf.__operators__.add_17/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2016 maskrcnn/tf.__operators__.add_17/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "2017 maskrcnn/tf.__operators__.add_17/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"2017 maskrcnn/tf.__operators__.add_17/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "2018 maskrcnn/tf.__operators__.add_17/fake_quantize/AsymmQuant/Abs"; -"2018 maskrcnn/tf.__operators__.add_17/fake_quantize/AsymmQuant/Abs" -> "2020 maskrcnn/tf.__operators__.add_17/fake_quantize/AsymmQuant/add"; -"2019 maskrcnn/tf.__operators__.add_17/fake_quantize/AsymmQuant/add/y" -> "2020 maskrcnn/tf.__operators__.add_17/fake_quantize/AsymmQuant/add"; -"2020 maskrcnn/tf.__operators__.add_17/fake_quantize/AsymmQuant/add" -> "2023 maskrcnn/tf.__operators__.add_17/fake_quantize/AsymmQuant/add_1"; -"2021 maskrcnn/tf.__operators__.add_17/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2022 maskrcnn/tf.__operators__.add_17/fake_quantize/AsymmQuant/ReadVariableOp"; -"2021 maskrcnn/tf.__operators__.add_17/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2024 maskrcnn/tf.__operators__.add_17/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2022 maskrcnn/tf.__operators__.add_17/fake_quantize/AsymmQuant/ReadVariableOp" -> "2023 maskrcnn/tf.__operators__.add_17/fake_quantize/AsymmQuant/add_1"; -"2023 maskrcnn/tf.__operators__.add_17/fake_quantize/AsymmQuant/add_1" -> "2025 maskrcnn/tf.__operators__.add_17/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2024 maskrcnn/tf.__operators__.add_17/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2025 maskrcnn/tf.__operators__.add_17/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2025 maskrcnn/tf.__operators__.add_17/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "2044 maskrcnn/up_sampling2d_2/resize/ResizeNearestNeighbor"; -"2025 maskrcnn/tf.__operators__.add_17/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "2142 maskrcnn/post_hoc_d3/Conv2D"; -"2026 maskrcnn/l2/SymmQuant/Abs/ReadVariableOp/resource" -> "2027 maskrcnn/l2/SymmQuant/Abs/ReadVariableOp"; -"2027 maskrcnn/l2/SymmQuant/Abs/ReadVariableOp" -> "2028 maskrcnn/l2/SymmQuant/Abs"; -"2028 maskrcnn/l2/SymmQuant/Abs" -> "2030 maskrcnn/l2/SymmQuant/add"; -"2029 maskrcnn/l2/SymmQuant/add/y" -> "2030 maskrcnn/l2/SymmQuant/add"; -"2030 maskrcnn/l2/SymmQuant/add" -> "2033 maskrcnn/l2/SymmQuant/mul"; -"2030 maskrcnn/l2/SymmQuant/add" -> "2036 maskrcnn/l2/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2031 maskrcnn/l2/SymmQuant/mul/ReadVariableOp/resource" -> "2032 maskrcnn/l2/SymmQuant/mul/ReadVariableOp"; -"2032 maskrcnn/l2/SymmQuant/mul/ReadVariableOp" -> "2033 maskrcnn/l2/SymmQuant/mul"; -"2033 maskrcnn/l2/SymmQuant/mul" -> "2036 maskrcnn/l2/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2034 maskrcnn/l2/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "2035 maskrcnn/l2/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"2035 maskrcnn/l2/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "2036 maskrcnn/l2/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2036 maskrcnn/l2/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "2037 maskrcnn/l2/Conv2D"; -"2037 maskrcnn/l2/Conv2D" -> "2040 maskrcnn/l2/BiasAdd"; -"2038 maskrcnn/l2/BiasAdd/ReadVariableOp/resource" -> "2039 maskrcnn/l2/BiasAdd/ReadVariableOp"; -"2039 maskrcnn/l2/BiasAdd/ReadVariableOp" -> "2040 maskrcnn/l2/BiasAdd"; -"2040 maskrcnn/l2/BiasAdd" -> "2064 maskrcnn/l2/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2041 maskrcnn/up_sampling2d_2/Const" -> "2043 maskrcnn/up_sampling2d_2/mul"; -"2042 maskrcnn/up_sampling2d_2/Const_1" -> "2043 maskrcnn/up_sampling2d_2/mul"; -"2043 maskrcnn/up_sampling2d_2/mul" -> "2044 maskrcnn/up_sampling2d_2/resize/ResizeNearestNeighbor"; -"2044 maskrcnn/up_sampling2d_2/resize/ResizeNearestNeighbor" -> "2054 maskrcnn/up_sampling2d_2/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2045 maskrcnn/up_sampling2d_2/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "2046 maskrcnn/up_sampling2d_2/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"2046 maskrcnn/up_sampling2d_2/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "2047 maskrcnn/up_sampling2d_2/fake_quantize/AsymmQuant/Abs"; -"2047 maskrcnn/up_sampling2d_2/fake_quantize/AsymmQuant/Abs" -> "2049 maskrcnn/up_sampling2d_2/fake_quantize/AsymmQuant/add"; -"2048 maskrcnn/up_sampling2d_2/fake_quantize/AsymmQuant/add/y" -> "2049 maskrcnn/up_sampling2d_2/fake_quantize/AsymmQuant/add"; -"2049 maskrcnn/up_sampling2d_2/fake_quantize/AsymmQuant/add" -> "2052 maskrcnn/up_sampling2d_2/fake_quantize/AsymmQuant/add_1"; -"2050 maskrcnn/up_sampling2d_2/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2051 maskrcnn/up_sampling2d_2/fake_quantize/AsymmQuant/ReadVariableOp"; -"2050 maskrcnn/up_sampling2d_2/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2053 maskrcnn/up_sampling2d_2/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2051 maskrcnn/up_sampling2d_2/fake_quantize/AsymmQuant/ReadVariableOp" -> "2052 maskrcnn/up_sampling2d_2/fake_quantize/AsymmQuant/add_1"; -"2052 maskrcnn/up_sampling2d_2/fake_quantize/AsymmQuant/add_1" -> "2054 maskrcnn/up_sampling2d_2/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2053 maskrcnn/up_sampling2d_2/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2054 maskrcnn/up_sampling2d_2/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2054 maskrcnn/up_sampling2d_2/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "2080 maskrcnn/tf.__operators__.add_18/AddV2"; -"2055 maskrcnn/l2/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "2056 maskrcnn/l2/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"2056 maskrcnn/l2/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "2057 maskrcnn/l2/fake_quantize/AsymmQuant/Abs"; -"2057 maskrcnn/l2/fake_quantize/AsymmQuant/Abs" 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maskrcnn/post_hoc_d5/SymmQuant/mul" -> "2075 maskrcnn/post_hoc_d5/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2073 maskrcnn/post_hoc_d5/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "2074 maskrcnn/post_hoc_d5/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"2074 maskrcnn/post_hoc_d5/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "2075 maskrcnn/post_hoc_d5/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2075 maskrcnn/post_hoc_d5/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "2076 maskrcnn/post_hoc_d5/Conv2D"; -"2076 maskrcnn/post_hoc_d5/Conv2D" -> "2079 maskrcnn/post_hoc_d5/BiasAdd"; -"2077 maskrcnn/post_hoc_d5/BiasAdd/ReadVariableOp/resource" -> "2078 maskrcnn/post_hoc_d5/BiasAdd/ReadVariableOp"; -"2078 maskrcnn/post_hoc_d5/BiasAdd/ReadVariableOp" -> "2079 maskrcnn/post_hoc_d5/BiasAdd"; -"2079 maskrcnn/post_hoc_d5/BiasAdd" -> "2090 maskrcnn/post_hoc_d5/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2080 maskrcnn/tf.__operators__.add_18/AddV2" -> "2100 maskrcnn/tf.__operators__.add_18/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2081 maskrcnn/post_hoc_d5/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "2082 maskrcnn/post_hoc_d5/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"2082 maskrcnn/post_hoc_d5/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "2083 maskrcnn/post_hoc_d5/fake_quantize/AsymmQuant/Abs"; -"2083 maskrcnn/post_hoc_d5/fake_quantize/AsymmQuant/Abs" -> "2085 maskrcnn/post_hoc_d5/fake_quantize/AsymmQuant/add"; -"2084 maskrcnn/post_hoc_d5/fake_quantize/AsymmQuant/add/y" -> "2085 maskrcnn/post_hoc_d5/fake_quantize/AsymmQuant/add"; -"2085 maskrcnn/post_hoc_d5/fake_quantize/AsymmQuant/add" -> "2088 maskrcnn/post_hoc_d5/fake_quantize/AsymmQuant/add_1"; -"2086 maskrcnn/post_hoc_d5/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2087 maskrcnn/post_hoc_d5/fake_quantize/AsymmQuant/ReadVariableOp"; -"2086 maskrcnn/post_hoc_d5/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2089 maskrcnn/post_hoc_d5/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2087 maskrcnn/post_hoc_d5/fake_quantize/AsymmQuant/ReadVariableOp" -> "2088 maskrcnn/post_hoc_d5/fake_quantize/AsymmQuant/add_1"; -"2088 maskrcnn/post_hoc_d5/fake_quantize/AsymmQuant/add_1" -> "2090 maskrcnn/post_hoc_d5/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2089 maskrcnn/post_hoc_d5/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2090 maskrcnn/post_hoc_d5/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2090 maskrcnn/post_hoc_d5/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "2112 maskrcnn/p6/Conv2D"; -"2090 maskrcnn/post_hoc_d5/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "2178 maskrcnn/p5-bn/FusedBatchNormV3"; -"2091 maskrcnn/tf.__operators__.add_18/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "2092 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maskrcnn/tf.__operators__.add_18/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2097 maskrcnn/tf.__operators__.add_18/fake_quantize/AsymmQuant/ReadVariableOp" -> "2098 maskrcnn/tf.__operators__.add_18/fake_quantize/AsymmQuant/add_1"; -"2098 maskrcnn/tf.__operators__.add_18/fake_quantize/AsymmQuant/add_1" -> "2100 maskrcnn/tf.__operators__.add_18/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2099 maskrcnn/tf.__operators__.add_18/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2100 maskrcnn/tf.__operators__.add_18/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2100 maskrcnn/tf.__operators__.add_18/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "2157 maskrcnn/post_hoc_d2/Conv2D"; -"2101 maskrcnn/p6/SymmQuant/Abs/ReadVariableOp/resource" -> "2102 maskrcnn/p6/SymmQuant/Abs/ReadVariableOp"; -"2102 maskrcnn/p6/SymmQuant/Abs/ReadVariableOp" -> "2103 maskrcnn/p6/SymmQuant/Abs"; -"2103 maskrcnn/p6/SymmQuant/Abs" -> "2105 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maskrcnn/post_hoc_d4/SymmQuant/mul/ReadVariableOp"; -"2122 maskrcnn/post_hoc_d4/SymmQuant/mul/ReadVariableOp" -> "2123 maskrcnn/post_hoc_d4/SymmQuant/mul"; -"2123 maskrcnn/post_hoc_d4/SymmQuant/mul" -> "2126 maskrcnn/post_hoc_d4/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2124 maskrcnn/post_hoc_d4/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "2125 maskrcnn/post_hoc_d4/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"2125 maskrcnn/post_hoc_d4/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "2126 maskrcnn/post_hoc_d4/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2126 maskrcnn/post_hoc_d4/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "2127 maskrcnn/post_hoc_d4/Conv2D"; -"2127 maskrcnn/post_hoc_d4/Conv2D" -> "2130 maskrcnn/post_hoc_d4/BiasAdd"; -"2128 maskrcnn/post_hoc_d4/BiasAdd/ReadVariableOp/resource" -> "2129 maskrcnn/post_hoc_d4/BiasAdd/ReadVariableOp"; -"2129 maskrcnn/post_hoc_d4/BiasAdd/ReadVariableOp" -> "2130 maskrcnn/post_hoc_d4/BiasAdd"; -"2130 maskrcnn/post_hoc_d4/BiasAdd" -> "2187 maskrcnn/p4-bn/FusedBatchNormV3"; -"2131 maskrcnn/post_hoc_d3/SymmQuant/Abs/ReadVariableOp/resource" -> "2132 maskrcnn/post_hoc_d3/SymmQuant/Abs/ReadVariableOp"; -"2132 maskrcnn/post_hoc_d3/SymmQuant/Abs/ReadVariableOp" -> "2133 maskrcnn/post_hoc_d3/SymmQuant/Abs"; -"2133 maskrcnn/post_hoc_d3/SymmQuant/Abs" -> "2135 maskrcnn/post_hoc_d3/SymmQuant/add"; -"2134 maskrcnn/post_hoc_d3/SymmQuant/add/y" -> "2135 maskrcnn/post_hoc_d3/SymmQuant/add"; -"2135 maskrcnn/post_hoc_d3/SymmQuant/add" -> "2138 maskrcnn/post_hoc_d3/SymmQuant/mul"; -"2135 maskrcnn/post_hoc_d3/SymmQuant/add" -> "2141 maskrcnn/post_hoc_d3/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2136 maskrcnn/post_hoc_d3/SymmQuant/mul/ReadVariableOp/resource" -> "2137 maskrcnn/post_hoc_d3/SymmQuant/mul/ReadVariableOp"; -"2137 maskrcnn/post_hoc_d3/SymmQuant/mul/ReadVariableOp" -> "2138 maskrcnn/post_hoc_d3/SymmQuant/mul"; -"2138 maskrcnn/post_hoc_d3/SymmQuant/mul" -> "2141 maskrcnn/post_hoc_d3/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2139 maskrcnn/post_hoc_d3/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "2140 maskrcnn/post_hoc_d3/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"2140 maskrcnn/post_hoc_d3/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "2141 maskrcnn/post_hoc_d3/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2141 maskrcnn/post_hoc_d3/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "2142 maskrcnn/post_hoc_d3/Conv2D"; -"2142 maskrcnn/post_hoc_d3/Conv2D" -> "2145 maskrcnn/post_hoc_d3/BiasAdd"; -"2143 maskrcnn/post_hoc_d3/BiasAdd/ReadVariableOp/resource" -> "2144 maskrcnn/post_hoc_d3/BiasAdd/ReadVariableOp"; -"2144 maskrcnn/post_hoc_d3/BiasAdd/ReadVariableOp" -> "2145 maskrcnn/post_hoc_d3/BiasAdd"; -"2145 maskrcnn/post_hoc_d3/BiasAdd" -> "2196 maskrcnn/p3-bn/FusedBatchNormV3"; -"2146 maskrcnn/post_hoc_d2/SymmQuant/Abs/ReadVariableOp/resource" -> "2147 maskrcnn/post_hoc_d2/SymmQuant/Abs/ReadVariableOp"; -"2147 maskrcnn/post_hoc_d2/SymmQuant/Abs/ReadVariableOp" -> "2148 maskrcnn/post_hoc_d2/SymmQuant/Abs"; -"2148 maskrcnn/post_hoc_d2/SymmQuant/Abs" -> "2150 maskrcnn/post_hoc_d2/SymmQuant/add"; -"2149 maskrcnn/post_hoc_d2/SymmQuant/add/y" -> "2150 maskrcnn/post_hoc_d2/SymmQuant/add"; -"2150 maskrcnn/post_hoc_d2/SymmQuant/add" -> "2153 maskrcnn/post_hoc_d2/SymmQuant/mul"; -"2150 maskrcnn/post_hoc_d2/SymmQuant/add" -> "2156 maskrcnn/post_hoc_d2/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2151 maskrcnn/post_hoc_d2/SymmQuant/mul/ReadVariableOp/resource" -> "2152 maskrcnn/post_hoc_d2/SymmQuant/mul/ReadVariableOp"; -"2152 maskrcnn/post_hoc_d2/SymmQuant/mul/ReadVariableOp" -> "2153 maskrcnn/post_hoc_d2/SymmQuant/mul"; -"2153 maskrcnn/post_hoc_d2/SymmQuant/mul" -> "2156 maskrcnn/post_hoc_d2/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2154 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maskrcnn/p3-bn/FusedBatchNormV3/ReadVariableOp"; -"2193 maskrcnn/p3-bn/FusedBatchNormV3/ReadVariableOp" -> "2196 maskrcnn/p3-bn/FusedBatchNormV3"; -"2194 maskrcnn/p3-bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2195 maskrcnn/p3-bn/FusedBatchNormV3/ReadVariableOp_1"; -"2195 maskrcnn/p3-bn/FusedBatchNormV3/ReadVariableOp_1" -> "2196 maskrcnn/p3-bn/FusedBatchNormV3"; -"2196 maskrcnn/p3-bn/FusedBatchNormV3" -> "2245 maskrcnn/p3-bn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2197 maskrcnn/p2-bn/ReadVariableOp/resource" -> "2198 maskrcnn/p2-bn/ReadVariableOp"; -"2198 maskrcnn/p2-bn/ReadVariableOp" -> "2205 maskrcnn/p2-bn/FusedBatchNormV3"; -"2199 maskrcnn/p2-bn/ReadVariableOp_1/resource" -> "2200 maskrcnn/p2-bn/ReadVariableOp_1"; -"2200 maskrcnn/p2-bn/ReadVariableOp_1" -> "2205 maskrcnn/p2-bn/FusedBatchNormV3"; -"2201 maskrcnn/p2-bn/FusedBatchNormV3/ReadVariableOp/resource" -> "2202 maskrcnn/p2-bn/FusedBatchNormV3/ReadVariableOp"; -"2202 maskrcnn/p2-bn/FusedBatchNormV3/ReadVariableOp" -> "2205 maskrcnn/p2-bn/FusedBatchNormV3"; -"2203 maskrcnn/p2-bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2204 maskrcnn/p2-bn/FusedBatchNormV3/ReadVariableOp_1"; -"2204 maskrcnn/p2-bn/FusedBatchNormV3/ReadVariableOp_1" -> "2205 maskrcnn/p2-bn/FusedBatchNormV3"; -"2205 maskrcnn/p2-bn/FusedBatchNormV3" -> "2255 maskrcnn/p2-bn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2206 maskrcnn/p6-bn/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "2207 maskrcnn/p6-bn/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"2207 maskrcnn/p6-bn/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "2208 maskrcnn/p6-bn/fake_quantize/AsymmQuant/Abs"; -"2208 maskrcnn/p6-bn/fake_quantize/AsymmQuant/Abs" -> "2210 maskrcnn/p6-bn/fake_quantize/AsymmQuant/add"; -"2209 maskrcnn/p6-bn/fake_quantize/AsymmQuant/add/y" -> "2210 maskrcnn/p6-bn/fake_quantize/AsymmQuant/add"; -"2210 maskrcnn/p6-bn/fake_quantize/AsymmQuant/add" -> "2213 maskrcnn/p6-bn/fake_quantize/AsymmQuant/add_1"; -"2211 maskrcnn/p6-bn/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2212 maskrcnn/p6-bn/fake_quantize/AsymmQuant/ReadVariableOp"; -"2211 maskrcnn/p6-bn/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2214 maskrcnn/p6-bn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2212 maskrcnn/p6-bn/fake_quantize/AsymmQuant/ReadVariableOp" -> "2213 maskrcnn/p6-bn/fake_quantize/AsymmQuant/add_1"; -"2213 maskrcnn/p6-bn/fake_quantize/AsymmQuant/add_1" -> "2215 maskrcnn/p6-bn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2214 maskrcnn/p6-bn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2215 maskrcnn/p6-bn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2215 maskrcnn/p6-bn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "2267 maskrcnn/rpn/Conv2D"; -"2215 maskrcnn/p6-bn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "5040 maskrcnn/tf.reshape_18/Reshape"; -"2215 maskrcnn/p6-bn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "7171 maskrcnn/tf.reshape_47/Reshape"; -"2216 maskrcnn/p5-bn/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "2217 maskrcnn/p5-bn/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"2217 maskrcnn/p5-bn/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "2218 maskrcnn/p5-bn/fake_quantize/AsymmQuant/Abs"; -"2218 maskrcnn/p5-bn/fake_quantize/AsymmQuant/Abs" -> "2220 maskrcnn/p5-bn/fake_quantize/AsymmQuant/add"; -"2219 maskrcnn/p5-bn/fake_quantize/AsymmQuant/add/y" -> "2220 maskrcnn/p5-bn/fake_quantize/AsymmQuant/add"; -"2220 maskrcnn/p5-bn/fake_quantize/AsymmQuant/add" -> "2223 maskrcnn/p5-bn/fake_quantize/AsymmQuant/add_1"; -"2221 maskrcnn/p5-bn/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2222 maskrcnn/p5-bn/fake_quantize/AsymmQuant/ReadVariableOp"; -"2221 maskrcnn/p5-bn/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2224 maskrcnn/p5-bn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2222 maskrcnn/p5-bn/fake_quantize/AsymmQuant/ReadVariableOp" -> "2223 maskrcnn/p5-bn/fake_quantize/AsymmQuant/add_1"; -"2223 maskrcnn/p5-bn/fake_quantize/AsymmQuant/add_1" -> "2225 maskrcnn/p5-bn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2224 maskrcnn/p5-bn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2225 maskrcnn/p5-bn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2225 maskrcnn/p5-bn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "2280 maskrcnn/rpn/Conv2D_1"; -"2225 maskrcnn/p5-bn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "5038 maskrcnn/tf.reshape_16/Reshape"; -"2225 maskrcnn/p5-bn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "7169 maskrcnn/tf.reshape_45/Reshape"; -"2226 maskrcnn/p4-bn/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "2227 maskrcnn/p4-bn/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"2227 maskrcnn/p4-bn/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "2228 maskrcnn/p4-bn/fake_quantize/AsymmQuant/Abs"; -"2228 maskrcnn/p4-bn/fake_quantize/AsymmQuant/Abs" -> "2230 maskrcnn/p4-bn/fake_quantize/AsymmQuant/add"; -"2229 maskrcnn/p4-bn/fake_quantize/AsymmQuant/add/y" -> "2230 maskrcnn/p4-bn/fake_quantize/AsymmQuant/add"; -"2230 maskrcnn/p4-bn/fake_quantize/AsymmQuant/add" -> "2233 maskrcnn/p4-bn/fake_quantize/AsymmQuant/add_1"; -"2231 maskrcnn/p4-bn/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2232 maskrcnn/p4-bn/fake_quantize/AsymmQuant/ReadVariableOp"; -"2231 maskrcnn/p4-bn/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2234 maskrcnn/p4-bn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2232 maskrcnn/p4-bn/fake_quantize/AsymmQuant/ReadVariableOp" -> "2233 maskrcnn/p4-bn/fake_quantize/AsymmQuant/add_1"; -"2233 maskrcnn/p4-bn/fake_quantize/AsymmQuant/add_1" -> "2235 maskrcnn/p4-bn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2234 maskrcnn/p4-bn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2235 maskrcnn/p4-bn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2235 maskrcnn/p4-bn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "2292 maskrcnn/rpn/Conv2D_2"; -"2235 maskrcnn/p4-bn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "5036 maskrcnn/tf.reshape_14/Reshape"; -"2235 maskrcnn/p4-bn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "7167 maskrcnn/tf.reshape_43/Reshape"; -"2236 maskrcnn/p3-bn/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "2237 maskrcnn/p3-bn/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"2237 maskrcnn/p3-bn/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "2238 maskrcnn/p3-bn/fake_quantize/AsymmQuant/Abs"; -"2238 maskrcnn/p3-bn/fake_quantize/AsymmQuant/Abs" -> "2240 maskrcnn/p3-bn/fake_quantize/AsymmQuant/add"; -"2239 maskrcnn/p3-bn/fake_quantize/AsymmQuant/add/y" -> "2240 maskrcnn/p3-bn/fake_quantize/AsymmQuant/add"; -"2240 maskrcnn/p3-bn/fake_quantize/AsymmQuant/add" -> "2243 maskrcnn/p3-bn/fake_quantize/AsymmQuant/add_1"; -"2241 maskrcnn/p3-bn/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2242 maskrcnn/p3-bn/fake_quantize/AsymmQuant/ReadVariableOp"; -"2241 maskrcnn/p3-bn/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2244 maskrcnn/p3-bn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2242 maskrcnn/p3-bn/fake_quantize/AsymmQuant/ReadVariableOp" -> "2243 maskrcnn/p3-bn/fake_quantize/AsymmQuant/add_1"; -"2243 maskrcnn/p3-bn/fake_quantize/AsymmQuant/add_1" -> "2245 maskrcnn/p3-bn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2244 maskrcnn/p3-bn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2245 maskrcnn/p3-bn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2245 maskrcnn/p3-bn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "2304 maskrcnn/rpn/Conv2D_3"; -"2245 maskrcnn/p3-bn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "5034 maskrcnn/tf.reshape_12/Reshape"; -"2245 maskrcnn/p3-bn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "7165 maskrcnn/tf.reshape_41/Reshape"; -"2246 maskrcnn/p2-bn/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "2247 maskrcnn/p2-bn/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"2247 maskrcnn/p2-bn/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "2248 maskrcnn/p2-bn/fake_quantize/AsymmQuant/Abs"; -"2248 maskrcnn/p2-bn/fake_quantize/AsymmQuant/Abs" -> "2250 maskrcnn/p2-bn/fake_quantize/AsymmQuant/add"; -"2249 maskrcnn/p2-bn/fake_quantize/AsymmQuant/add/y" -> "2250 maskrcnn/p2-bn/fake_quantize/AsymmQuant/add"; -"2250 maskrcnn/p2-bn/fake_quantize/AsymmQuant/add" -> "2253 maskrcnn/p2-bn/fake_quantize/AsymmQuant/add_1"; -"2251 maskrcnn/p2-bn/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2252 maskrcnn/p2-bn/fake_quantize/AsymmQuant/ReadVariableOp"; -"2251 maskrcnn/p2-bn/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2254 maskrcnn/p2-bn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2252 maskrcnn/p2-bn/fake_quantize/AsymmQuant/ReadVariableOp" -> "2253 maskrcnn/p2-bn/fake_quantize/AsymmQuant/add_1"; -"2253 maskrcnn/p2-bn/fake_quantize/AsymmQuant/add_1" -> "2255 maskrcnn/p2-bn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2254 maskrcnn/p2-bn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2255 maskrcnn/p2-bn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2255 maskrcnn/p2-bn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "2316 maskrcnn/rpn/Conv2D_4"; -"2255 maskrcnn/p2-bn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "5032 maskrcnn/tf.reshape_10/Reshape"; -"2255 maskrcnn/p2-bn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "7163 maskrcnn/tf.reshape_39/Reshape"; -"2256 maskrcnn/rpn/SymmQuant/Abs/ReadVariableOp/resource" -> "2257 maskrcnn/rpn/SymmQuant/Abs/ReadVariableOp"; -"2256 maskrcnn/rpn/SymmQuant/Abs/ReadVariableOp/resource" -> "2272 maskrcnn/rpn/SymmQuant_1/Abs/ReadVariableOp"; -"2256 maskrcnn/rpn/SymmQuant/Abs/ReadVariableOp/resource" -> "2284 maskrcnn/rpn/SymmQuant_2/Abs/ReadVariableOp"; -"2256 maskrcnn/rpn/SymmQuant/Abs/ReadVariableOp/resource" -> "2296 maskrcnn/rpn/SymmQuant_3/Abs/ReadVariableOp"; -"2256 maskrcnn/rpn/SymmQuant/Abs/ReadVariableOp/resource" -> "2308 maskrcnn/rpn/SymmQuant_4/Abs/ReadVariableOp"; -"2257 maskrcnn/rpn/SymmQuant/Abs/ReadVariableOp" -> "2258 maskrcnn/rpn/SymmQuant/Abs"; -"2258 maskrcnn/rpn/SymmQuant/Abs" -> "2260 maskrcnn/rpn/SymmQuant/add"; -"2259 maskrcnn/rpn/SymmQuant/add/y" -> "2260 maskrcnn/rpn/SymmQuant/add"; -"2260 maskrcnn/rpn/SymmQuant/add" -> "2263 maskrcnn/rpn/SymmQuant/mul"; -"2260 maskrcnn/rpn/SymmQuant/add" -> "2266 maskrcnn/rpn/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2261 maskrcnn/rpn/SymmQuant/mul/ReadVariableOp/resource" -> "2262 maskrcnn/rpn/SymmQuant/mul/ReadVariableOp"; -"2261 maskrcnn/rpn/SymmQuant/mul/ReadVariableOp/resource" -> "2276 maskrcnn/rpn/SymmQuant_1/mul/ReadVariableOp"; -"2261 maskrcnn/rpn/SymmQuant/mul/ReadVariableOp/resource" -> "2288 maskrcnn/rpn/SymmQuant_2/mul/ReadVariableOp"; -"2261 maskrcnn/rpn/SymmQuant/mul/ReadVariableOp/resource" -> "2300 maskrcnn/rpn/SymmQuant_3/mul/ReadVariableOp"; -"2261 maskrcnn/rpn/SymmQuant/mul/ReadVariableOp/resource" -> "2312 maskrcnn/rpn/SymmQuant_4/mul/ReadVariableOp"; -"2262 maskrcnn/rpn/SymmQuant/mul/ReadVariableOp" -> "2263 maskrcnn/rpn/SymmQuant/mul"; -"2263 maskrcnn/rpn/SymmQuant/mul" -> "2266 maskrcnn/rpn/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2264 maskrcnn/rpn/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "2265 maskrcnn/rpn/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"2264 maskrcnn/rpn/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "2278 maskrcnn/rpn/SymmQuant_1/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"2264 maskrcnn/rpn/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "2290 maskrcnn/rpn/SymmQuant_2/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"2264 maskrcnn/rpn/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "2302 maskrcnn/rpn/SymmQuant_3/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"2264 maskrcnn/rpn/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "2314 maskrcnn/rpn/SymmQuant_4/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"2265 maskrcnn/rpn/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "2266 maskrcnn/rpn/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2266 maskrcnn/rpn/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "2267 maskrcnn/rpn/Conv2D"; -"2267 maskrcnn/rpn/Conv2D" -> "2270 maskrcnn/rpn/BiasAdd"; -"2268 maskrcnn/rpn/BiasAdd/ReadVariableOp/resource" -> "2269 maskrcnn/rpn/BiasAdd/ReadVariableOp"; -"2268 maskrcnn/rpn/BiasAdd/ReadVariableOp/resource" -> "2281 maskrcnn/rpn/BiasAdd_1/ReadVariableOp"; -"2268 maskrcnn/rpn/BiasAdd/ReadVariableOp/resource" -> "2293 maskrcnn/rpn/BiasAdd_2/ReadVariableOp"; -"2268 maskrcnn/rpn/BiasAdd/ReadVariableOp/resource" -> "2305 maskrcnn/rpn/BiasAdd_3/ReadVariableOp"; -"2268 maskrcnn/rpn/BiasAdd/ReadVariableOp/resource" -> "2317 maskrcnn/rpn/BiasAdd_4/ReadVariableOp"; -"2269 maskrcnn/rpn/BiasAdd/ReadVariableOp" -> "2270 maskrcnn/rpn/BiasAdd"; -"2270 maskrcnn/rpn/BiasAdd" -> "2271 maskrcnn/rpn/Relu"; -"2271 maskrcnn/rpn/Relu" -> "2329 maskrcnn/rpn/fake_quantize_4/AsymmQuant/FakeQuantWithMinMaxVars"; -"2272 maskrcnn/rpn/SymmQuant_1/Abs/ReadVariableOp" -> "2273 maskrcnn/rpn/SymmQuant_1/Abs"; -"2273 maskrcnn/rpn/SymmQuant_1/Abs" -> "2275 maskrcnn/rpn/SymmQuant_1/add"; -"2274 maskrcnn/rpn/SymmQuant_1/add/y" -> "2275 maskrcnn/rpn/SymmQuant_1/add"; -"2275 maskrcnn/rpn/SymmQuant_1/add" -> "2277 maskrcnn/rpn/SymmQuant_1/mul"; -"2275 maskrcnn/rpn/SymmQuant_1/add" -> "2279 maskrcnn/rpn/SymmQuant_1/FakeQuantWithMinMaxVarsPerChannel"; -"2276 maskrcnn/rpn/SymmQuant_1/mul/ReadVariableOp" -> "2277 maskrcnn/rpn/SymmQuant_1/mul"; -"2277 maskrcnn/rpn/SymmQuant_1/mul" -> "2279 maskrcnn/rpn/SymmQuant_1/FakeQuantWithMinMaxVarsPerChannel"; -"2278 maskrcnn/rpn/SymmQuant_1/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "2279 maskrcnn/rpn/SymmQuant_1/FakeQuantWithMinMaxVarsPerChannel"; -"2279 maskrcnn/rpn/SymmQuant_1/FakeQuantWithMinMaxVarsPerChannel" -> "2280 maskrcnn/rpn/Conv2D_1"; -"2280 maskrcnn/rpn/Conv2D_1" -> "2282 maskrcnn/rpn/BiasAdd_1"; -"2281 maskrcnn/rpn/BiasAdd_1/ReadVariableOp" -> "2282 maskrcnn/rpn/BiasAdd_1"; -"2282 maskrcnn/rpn/BiasAdd_1" -> "2283 maskrcnn/rpn/Relu_1"; -"2283 maskrcnn/rpn/Relu_1" -> "2339 maskrcnn/rpn/fake_quantize_3/AsymmQuant/FakeQuantWithMinMaxVars"; -"2284 maskrcnn/rpn/SymmQuant_2/Abs/ReadVariableOp" -> "2285 maskrcnn/rpn/SymmQuant_2/Abs"; -"2285 maskrcnn/rpn/SymmQuant_2/Abs" -> "2287 maskrcnn/rpn/SymmQuant_2/add"; -"2286 maskrcnn/rpn/SymmQuant_2/add/y" -> "2287 maskrcnn/rpn/SymmQuant_2/add"; -"2287 maskrcnn/rpn/SymmQuant_2/add" -> "2289 maskrcnn/rpn/SymmQuant_2/mul"; -"2287 maskrcnn/rpn/SymmQuant_2/add" -> "2291 maskrcnn/rpn/SymmQuant_2/FakeQuantWithMinMaxVarsPerChannel"; -"2288 maskrcnn/rpn/SymmQuant_2/mul/ReadVariableOp" -> "2289 maskrcnn/rpn/SymmQuant_2/mul"; -"2289 maskrcnn/rpn/SymmQuant_2/mul" -> "2291 maskrcnn/rpn/SymmQuant_2/FakeQuantWithMinMaxVarsPerChannel"; -"2290 maskrcnn/rpn/SymmQuant_2/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "2291 maskrcnn/rpn/SymmQuant_2/FakeQuantWithMinMaxVarsPerChannel"; -"2291 maskrcnn/rpn/SymmQuant_2/FakeQuantWithMinMaxVarsPerChannel" -> "2292 maskrcnn/rpn/Conv2D_2"; -"2292 maskrcnn/rpn/Conv2D_2" -> "2294 maskrcnn/rpn/BiasAdd_2"; -"2293 maskrcnn/rpn/BiasAdd_2/ReadVariableOp" -> "2294 maskrcnn/rpn/BiasAdd_2"; -"2294 maskrcnn/rpn/BiasAdd_2" -> "2295 maskrcnn/rpn/Relu_2"; -"2295 maskrcnn/rpn/Relu_2" -> "2349 maskrcnn/rpn/fake_quantize_2/AsymmQuant/FakeQuantWithMinMaxVars"; -"2296 maskrcnn/rpn/SymmQuant_3/Abs/ReadVariableOp" -> "2297 maskrcnn/rpn/SymmQuant_3/Abs"; -"2297 maskrcnn/rpn/SymmQuant_3/Abs" -> "2299 maskrcnn/rpn/SymmQuant_3/add"; -"2298 maskrcnn/rpn/SymmQuant_3/add/y" -> "2299 maskrcnn/rpn/SymmQuant_3/add"; -"2299 maskrcnn/rpn/SymmQuant_3/add" -> "2301 maskrcnn/rpn/SymmQuant_3/mul"; -"2299 maskrcnn/rpn/SymmQuant_3/add" -> "2303 maskrcnn/rpn/SymmQuant_3/FakeQuantWithMinMaxVarsPerChannel"; -"2300 maskrcnn/rpn/SymmQuant_3/mul/ReadVariableOp" -> "2301 maskrcnn/rpn/SymmQuant_3/mul"; -"2301 maskrcnn/rpn/SymmQuant_3/mul" -> "2303 maskrcnn/rpn/SymmQuant_3/FakeQuantWithMinMaxVarsPerChannel"; -"2302 maskrcnn/rpn/SymmQuant_3/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "2303 maskrcnn/rpn/SymmQuant_3/FakeQuantWithMinMaxVarsPerChannel"; -"2303 maskrcnn/rpn/SymmQuant_3/FakeQuantWithMinMaxVarsPerChannel" -> "2304 maskrcnn/rpn/Conv2D_3"; -"2304 maskrcnn/rpn/Conv2D_3" -> "2306 maskrcnn/rpn/BiasAdd_3"; -"2305 maskrcnn/rpn/BiasAdd_3/ReadVariableOp" -> "2306 maskrcnn/rpn/BiasAdd_3"; -"2306 maskrcnn/rpn/BiasAdd_3" -> "2307 maskrcnn/rpn/Relu_3"; -"2307 maskrcnn/rpn/Relu_3" -> "2359 maskrcnn/rpn/fake_quantize_1/AsymmQuant/FakeQuantWithMinMaxVars"; -"2308 maskrcnn/rpn/SymmQuant_4/Abs/ReadVariableOp" -> "2309 maskrcnn/rpn/SymmQuant_4/Abs"; -"2309 maskrcnn/rpn/SymmQuant_4/Abs" -> "2311 maskrcnn/rpn/SymmQuant_4/add"; -"2310 maskrcnn/rpn/SymmQuant_4/add/y" -> "2311 maskrcnn/rpn/SymmQuant_4/add"; -"2311 maskrcnn/rpn/SymmQuant_4/add" -> "2313 maskrcnn/rpn/SymmQuant_4/mul"; -"2311 maskrcnn/rpn/SymmQuant_4/add" -> "2315 maskrcnn/rpn/SymmQuant_4/FakeQuantWithMinMaxVarsPerChannel"; -"2312 maskrcnn/rpn/SymmQuant_4/mul/ReadVariableOp" -> "2313 maskrcnn/rpn/SymmQuant_4/mul"; -"2313 maskrcnn/rpn/SymmQuant_4/mul" -> "2315 maskrcnn/rpn/SymmQuant_4/FakeQuantWithMinMaxVarsPerChannel"; -"2314 maskrcnn/rpn/SymmQuant_4/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "2315 maskrcnn/rpn/SymmQuant_4/FakeQuantWithMinMaxVarsPerChannel"; -"2315 maskrcnn/rpn/SymmQuant_4/FakeQuantWithMinMaxVarsPerChannel" -> "2316 maskrcnn/rpn/Conv2D_4"; -"2316 maskrcnn/rpn/Conv2D_4" -> "2318 maskrcnn/rpn/BiasAdd_4"; -"2317 maskrcnn/rpn/BiasAdd_4/ReadVariableOp" -> "2318 maskrcnn/rpn/BiasAdd_4"; -"2318 maskrcnn/rpn/BiasAdd_4" -> "2319 maskrcnn/rpn/Relu_4"; -"2319 maskrcnn/rpn/Relu_4" -> "2369 maskrcnn/rpn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2320 maskrcnn/rpn/fake_quantize_4/AsymmQuant/Abs/ReadVariableOp/resource" -> "2321 maskrcnn/rpn/fake_quantize_4/AsymmQuant/Abs/ReadVariableOp"; -"2321 maskrcnn/rpn/fake_quantize_4/AsymmQuant/Abs/ReadVariableOp" -> "2322 maskrcnn/rpn/fake_quantize_4/AsymmQuant/Abs"; -"2322 maskrcnn/rpn/fake_quantize_4/AsymmQuant/Abs" -> "2324 maskrcnn/rpn/fake_quantize_4/AsymmQuant/add"; -"2323 maskrcnn/rpn/fake_quantize_4/AsymmQuant/add/y" -> "2324 maskrcnn/rpn/fake_quantize_4/AsymmQuant/add"; -"2324 maskrcnn/rpn/fake_quantize_4/AsymmQuant/add" -> "2327 maskrcnn/rpn/fake_quantize_4/AsymmQuant/add_1"; -"2325 maskrcnn/rpn/fake_quantize_4/AsymmQuant/ReadVariableOp/resource" -> "2326 maskrcnn/rpn/fake_quantize_4/AsymmQuant/ReadVariableOp"; -"2325 maskrcnn/rpn/fake_quantize_4/AsymmQuant/ReadVariableOp/resource" -> "2328 maskrcnn/rpn/fake_quantize_4/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2326 maskrcnn/rpn/fake_quantize_4/AsymmQuant/ReadVariableOp" -> "2327 maskrcnn/rpn/fake_quantize_4/AsymmQuant/add_1"; -"2327 maskrcnn/rpn/fake_quantize_4/AsymmQuant/add_1" -> "2329 maskrcnn/rpn/fake_quantize_4/AsymmQuant/FakeQuantWithMinMaxVars"; -"2328 maskrcnn/rpn/fake_quantize_4/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2329 maskrcnn/rpn/fake_quantize_4/AsymmQuant/FakeQuantWithMinMaxVars"; -"2329 maskrcnn/rpn/fake_quantize_4/AsymmQuant/FakeQuantWithMinMaxVars" -> "2381 maskrcnn/rpn-box/Conv2D"; -"2329 maskrcnn/rpn/fake_quantize_4/AsymmQuant/FakeQuantWithMinMaxVars" -> "3806 maskrcnn/rpn-class/Conv2D"; -"2330 maskrcnn/rpn/fake_quantize_3/AsymmQuant/Abs/ReadVariableOp/resource" -> "2331 maskrcnn/rpn/fake_quantize_3/AsymmQuant/Abs/ReadVariableOp"; -"2331 maskrcnn/rpn/fake_quantize_3/AsymmQuant/Abs/ReadVariableOp" -> "2332 maskrcnn/rpn/fake_quantize_3/AsymmQuant/Abs"; -"2332 maskrcnn/rpn/fake_quantize_3/AsymmQuant/Abs" -> "2334 maskrcnn/rpn/fake_quantize_3/AsymmQuant/add"; -"2333 maskrcnn/rpn/fake_quantize_3/AsymmQuant/add/y" -> "2334 maskrcnn/rpn/fake_quantize_3/AsymmQuant/add"; -"2334 maskrcnn/rpn/fake_quantize_3/AsymmQuant/add" -> "2337 maskrcnn/rpn/fake_quantize_3/AsymmQuant/add_1"; -"2335 maskrcnn/rpn/fake_quantize_3/AsymmQuant/ReadVariableOp/resource" -> "2336 maskrcnn/rpn/fake_quantize_3/AsymmQuant/ReadVariableOp"; -"2335 maskrcnn/rpn/fake_quantize_3/AsymmQuant/ReadVariableOp/resource" -> "2338 maskrcnn/rpn/fake_quantize_3/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2336 maskrcnn/rpn/fake_quantize_3/AsymmQuant/ReadVariableOp" -> "2337 maskrcnn/rpn/fake_quantize_3/AsymmQuant/add_1"; -"2337 maskrcnn/rpn/fake_quantize_3/AsymmQuant/add_1" -> "2339 maskrcnn/rpn/fake_quantize_3/AsymmQuant/FakeQuantWithMinMaxVars"; -"2338 maskrcnn/rpn/fake_quantize_3/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2339 maskrcnn/rpn/fake_quantize_3/AsymmQuant/FakeQuantWithMinMaxVars"; -"2339 maskrcnn/rpn/fake_quantize_3/AsymmQuant/FakeQuantWithMinMaxVars" -> "2393 maskrcnn/rpn-box/Conv2D_1"; -"2339 maskrcnn/rpn/fake_quantize_3/AsymmQuant/FakeQuantWithMinMaxVars" -> "3818 maskrcnn/rpn-class/Conv2D_1"; -"2340 maskrcnn/rpn/fake_quantize_2/AsymmQuant/Abs/ReadVariableOp/resource" -> "2341 maskrcnn/rpn/fake_quantize_2/AsymmQuant/Abs/ReadVariableOp"; -"2341 maskrcnn/rpn/fake_quantize_2/AsymmQuant/Abs/ReadVariableOp" -> "2342 maskrcnn/rpn/fake_quantize_2/AsymmQuant/Abs"; -"2342 maskrcnn/rpn/fake_quantize_2/AsymmQuant/Abs" -> "2344 maskrcnn/rpn/fake_quantize_2/AsymmQuant/add"; -"2343 maskrcnn/rpn/fake_quantize_2/AsymmQuant/add/y" -> "2344 maskrcnn/rpn/fake_quantize_2/AsymmQuant/add"; -"2344 maskrcnn/rpn/fake_quantize_2/AsymmQuant/add" -> "2347 maskrcnn/rpn/fake_quantize_2/AsymmQuant/add_1"; -"2345 maskrcnn/rpn/fake_quantize_2/AsymmQuant/ReadVariableOp/resource" -> "2346 maskrcnn/rpn/fake_quantize_2/AsymmQuant/ReadVariableOp"; -"2345 maskrcnn/rpn/fake_quantize_2/AsymmQuant/ReadVariableOp/resource" -> "2348 maskrcnn/rpn/fake_quantize_2/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2346 maskrcnn/rpn/fake_quantize_2/AsymmQuant/ReadVariableOp" -> "2347 maskrcnn/rpn/fake_quantize_2/AsymmQuant/add_1"; -"2347 maskrcnn/rpn/fake_quantize_2/AsymmQuant/add_1" -> "2349 maskrcnn/rpn/fake_quantize_2/AsymmQuant/FakeQuantWithMinMaxVars"; -"2348 maskrcnn/rpn/fake_quantize_2/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2349 maskrcnn/rpn/fake_quantize_2/AsymmQuant/FakeQuantWithMinMaxVars"; -"2349 maskrcnn/rpn/fake_quantize_2/AsymmQuant/FakeQuantWithMinMaxVars" -> "2404 maskrcnn/rpn-box/Conv2D_2"; -"2349 maskrcnn/rpn/fake_quantize_2/AsymmQuant/FakeQuantWithMinMaxVars" -> "3829 maskrcnn/rpn-class/Conv2D_2"; -"2350 maskrcnn/rpn/fake_quantize_1/AsymmQuant/Abs/ReadVariableOp/resource" -> "2351 maskrcnn/rpn/fake_quantize_1/AsymmQuant/Abs/ReadVariableOp"; -"2351 maskrcnn/rpn/fake_quantize_1/AsymmQuant/Abs/ReadVariableOp" -> "2352 maskrcnn/rpn/fake_quantize_1/AsymmQuant/Abs"; -"2352 maskrcnn/rpn/fake_quantize_1/AsymmQuant/Abs" -> "2354 maskrcnn/rpn/fake_quantize_1/AsymmQuant/add"; -"2353 maskrcnn/rpn/fake_quantize_1/AsymmQuant/add/y" -> "2354 maskrcnn/rpn/fake_quantize_1/AsymmQuant/add"; -"2354 maskrcnn/rpn/fake_quantize_1/AsymmQuant/add" -> "2357 maskrcnn/rpn/fake_quantize_1/AsymmQuant/add_1"; -"2355 maskrcnn/rpn/fake_quantize_1/AsymmQuant/ReadVariableOp/resource" -> "2356 maskrcnn/rpn/fake_quantize_1/AsymmQuant/ReadVariableOp"; -"2355 maskrcnn/rpn/fake_quantize_1/AsymmQuant/ReadVariableOp/resource" -> "2358 maskrcnn/rpn/fake_quantize_1/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2356 maskrcnn/rpn/fake_quantize_1/AsymmQuant/ReadVariableOp" -> "2357 maskrcnn/rpn/fake_quantize_1/AsymmQuant/add_1"; -"2357 maskrcnn/rpn/fake_quantize_1/AsymmQuant/add_1" -> "2359 maskrcnn/rpn/fake_quantize_1/AsymmQuant/FakeQuantWithMinMaxVars"; -"2358 maskrcnn/rpn/fake_quantize_1/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2359 maskrcnn/rpn/fake_quantize_1/AsymmQuant/FakeQuantWithMinMaxVars"; -"2359 maskrcnn/rpn/fake_quantize_1/AsymmQuant/FakeQuantWithMinMaxVars" -> "2415 maskrcnn/rpn-box/Conv2D_3"; -"2359 maskrcnn/rpn/fake_quantize_1/AsymmQuant/FakeQuantWithMinMaxVars" -> "3840 maskrcnn/rpn-class/Conv2D_3"; -"2360 maskrcnn/rpn/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "2361 maskrcnn/rpn/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"2361 maskrcnn/rpn/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "2362 maskrcnn/rpn/fake_quantize/AsymmQuant/Abs"; -"2362 maskrcnn/rpn/fake_quantize/AsymmQuant/Abs" -> "2364 maskrcnn/rpn/fake_quantize/AsymmQuant/add"; -"2363 maskrcnn/rpn/fake_quantize/AsymmQuant/add/y" -> "2364 maskrcnn/rpn/fake_quantize/AsymmQuant/add"; -"2364 maskrcnn/rpn/fake_quantize/AsymmQuant/add" -> "2367 maskrcnn/rpn/fake_quantize/AsymmQuant/add_1"; -"2365 maskrcnn/rpn/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2366 maskrcnn/rpn/fake_quantize/AsymmQuant/ReadVariableOp"; -"2365 maskrcnn/rpn/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "2368 maskrcnn/rpn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2366 maskrcnn/rpn/fake_quantize/AsymmQuant/ReadVariableOp" -> "2367 maskrcnn/rpn/fake_quantize/AsymmQuant/add_1"; -"2367 maskrcnn/rpn/fake_quantize/AsymmQuant/add_1" -> "2369 maskrcnn/rpn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2368 maskrcnn/rpn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2369 maskrcnn/rpn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"2369 maskrcnn/rpn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "2426 maskrcnn/rpn-box/Conv2D_4"; -"2369 maskrcnn/rpn/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "3851 maskrcnn/rpn-class/Conv2D_4"; -"2370 maskrcnn/rpn-box/SymmQuant/Abs/ReadVariableOp/resource" -> "2371 maskrcnn/rpn-box/SymmQuant/Abs/ReadVariableOp"; -"2370 maskrcnn/rpn-box/SymmQuant/Abs/ReadVariableOp/resource" -> "2385 maskrcnn/rpn-box/SymmQuant_1/Abs/ReadVariableOp"; -"2370 maskrcnn/rpn-box/SymmQuant/Abs/ReadVariableOp/resource" -> "2396 maskrcnn/rpn-box/SymmQuant_2/Abs/ReadVariableOp"; -"2370 maskrcnn/rpn-box/SymmQuant/Abs/ReadVariableOp/resource" -> "2407 maskrcnn/rpn-box/SymmQuant_3/Abs/ReadVariableOp"; -"2370 maskrcnn/rpn-box/SymmQuant/Abs/ReadVariableOp/resource" -> "2418 maskrcnn/rpn-box/SymmQuant_4/Abs/ReadVariableOp"; -"2371 maskrcnn/rpn-box/SymmQuant/Abs/ReadVariableOp" -> "2372 maskrcnn/rpn-box/SymmQuant/Abs"; -"2372 maskrcnn/rpn-box/SymmQuant/Abs" -> "2374 maskrcnn/rpn-box/SymmQuant/add"; -"2373 maskrcnn/rpn-box/SymmQuant/add/y" -> "2374 maskrcnn/rpn-box/SymmQuant/add"; -"2374 maskrcnn/rpn-box/SymmQuant/add" -> "2377 maskrcnn/rpn-box/SymmQuant/mul"; -"2374 maskrcnn/rpn-box/SymmQuant/add" -> "2380 maskrcnn/rpn-box/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2375 maskrcnn/rpn-box/SymmQuant/mul/ReadVariableOp/resource" -> "2376 maskrcnn/rpn-box/SymmQuant/mul/ReadVariableOp"; -"2375 maskrcnn/rpn-box/SymmQuant/mul/ReadVariableOp/resource" -> "2389 maskrcnn/rpn-box/SymmQuant_1/mul/ReadVariableOp"; -"2375 maskrcnn/rpn-box/SymmQuant/mul/ReadVariableOp/resource" -> "2400 maskrcnn/rpn-box/SymmQuant_2/mul/ReadVariableOp"; -"2375 maskrcnn/rpn-box/SymmQuant/mul/ReadVariableOp/resource" -> "2411 maskrcnn/rpn-box/SymmQuant_3/mul/ReadVariableOp"; -"2375 maskrcnn/rpn-box/SymmQuant/mul/ReadVariableOp/resource" -> "2422 maskrcnn/rpn-box/SymmQuant_4/mul/ReadVariableOp"; -"2376 maskrcnn/rpn-box/SymmQuant/mul/ReadVariableOp" -> "2377 maskrcnn/rpn-box/SymmQuant/mul"; -"2377 maskrcnn/rpn-box/SymmQuant/mul" -> "2380 maskrcnn/rpn-box/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2378 maskrcnn/rpn-box/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "2379 maskrcnn/rpn-box/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"2378 maskrcnn/rpn-box/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "2391 maskrcnn/rpn-box/SymmQuant_1/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"2378 maskrcnn/rpn-box/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "2402 maskrcnn/rpn-box/SymmQuant_2/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"2378 maskrcnn/rpn-box/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "2413 maskrcnn/rpn-box/SymmQuant_3/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"2378 maskrcnn/rpn-box/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "2424 maskrcnn/rpn-box/SymmQuant_4/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"2379 maskrcnn/rpn-box/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "2380 maskrcnn/rpn-box/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"2380 maskrcnn/rpn-box/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "2381 maskrcnn/rpn-box/Conv2D"; -"2381 maskrcnn/rpn-box/Conv2D" -> "2384 maskrcnn/rpn-box/BiasAdd"; -"2382 maskrcnn/rpn-box/BiasAdd/ReadVariableOp/resource" -> "2383 maskrcnn/rpn-box/BiasAdd/ReadVariableOp"; -"2382 maskrcnn/rpn-box/BiasAdd/ReadVariableOp/resource" -> "2394 maskrcnn/rpn-box/BiasAdd_1/ReadVariableOp"; -"2382 maskrcnn/rpn-box/BiasAdd/ReadVariableOp/resource" -> "2405 maskrcnn/rpn-box/BiasAdd_2/ReadVariableOp"; -"2382 maskrcnn/rpn-box/BiasAdd/ReadVariableOp/resource" -> "2416 maskrcnn/rpn-box/BiasAdd_3/ReadVariableOp"; -"2382 maskrcnn/rpn-box/BiasAdd/ReadVariableOp/resource" -> "2427 maskrcnn/rpn-box/BiasAdd_4/ReadVariableOp"; -"2383 maskrcnn/rpn-box/BiasAdd/ReadVariableOp" -> "2384 maskrcnn/rpn-box/BiasAdd"; -"2384 maskrcnn/rpn-box/BiasAdd" -> "2438 maskrcnn/tf.reshape_9/fake_quantize_I0/AsymmQuant/FakeQuantWithMinMaxVars"; -"2384 maskrcnn/rpn-box/BiasAdd" -> "20404 Identity_11"; -"2385 maskrcnn/rpn-box/SymmQuant_1/Abs/ReadVariableOp" -> "2386 maskrcnn/rpn-box/SymmQuant_1/Abs"; -"2386 maskrcnn/rpn-box/SymmQuant_1/Abs" -> "2388 maskrcnn/rpn-box/SymmQuant_1/add"; -"2387 maskrcnn/rpn-box/SymmQuant_1/add/y" -> "2388 maskrcnn/rpn-box/SymmQuant_1/add"; -"2388 maskrcnn/rpn-box/SymmQuant_1/add" -> "2390 maskrcnn/rpn-box/SymmQuant_1/mul"; -"2388 maskrcnn/rpn-box/SymmQuant_1/add" -> "2392 maskrcnn/rpn-box/SymmQuant_1/FakeQuantWithMinMaxVarsPerChannel"; -"2389 maskrcnn/rpn-box/SymmQuant_1/mul/ReadVariableOp" -> "2390 maskrcnn/rpn-box/SymmQuant_1/mul"; -"2390 maskrcnn/rpn-box/SymmQuant_1/mul" -> "2392 maskrcnn/rpn-box/SymmQuant_1/FakeQuantWithMinMaxVarsPerChannel"; -"2391 maskrcnn/rpn-box/SymmQuant_1/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "2392 maskrcnn/rpn-box/SymmQuant_1/FakeQuantWithMinMaxVarsPerChannel"; -"2392 maskrcnn/rpn-box/SymmQuant_1/FakeQuantWithMinMaxVarsPerChannel" -> "2393 maskrcnn/rpn-box/Conv2D_1"; -"2393 maskrcnn/rpn-box/Conv2D_1" -> "2395 maskrcnn/rpn-box/BiasAdd_1"; -"2394 maskrcnn/rpn-box/BiasAdd_1/ReadVariableOp" -> "2395 maskrcnn/rpn-box/BiasAdd_1"; -"2395 maskrcnn/rpn-box/BiasAdd_1" -> "2448 maskrcnn/tf.reshape_7/fake_quantize_I0/AsymmQuant/FakeQuantWithMinMaxVars"; -"2395 maskrcnn/rpn-box/BiasAdd_1" -> "20403 Identity_10"; -"2396 maskrcnn/rpn-box/SymmQuant_2/Abs/ReadVariableOp" -> "2397 maskrcnn/rpn-box/SymmQuant_2/Abs"; -"2397 maskrcnn/rpn-box/SymmQuant_2/Abs" -> "2399 maskrcnn/rpn-box/SymmQuant_2/add"; -"2398 maskrcnn/rpn-box/SymmQuant_2/add/y" -> "2399 maskrcnn/rpn-box/SymmQuant_2/add"; -"2399 maskrcnn/rpn-box/SymmQuant_2/add" -> "2401 maskrcnn/rpn-box/SymmQuant_2/mul"; -"2399 maskrcnn/rpn-box/SymmQuant_2/add" -> "2403 maskrcnn/rpn-box/SymmQuant_2/FakeQuantWithMinMaxVarsPerChannel"; -"2400 maskrcnn/rpn-box/SymmQuant_2/mul/ReadVariableOp" -> "2401 maskrcnn/rpn-box/SymmQuant_2/mul"; -"2401 maskrcnn/rpn-box/SymmQuant_2/mul" -> "2403 maskrcnn/rpn-box/SymmQuant_2/FakeQuantWithMinMaxVarsPerChannel"; -"2402 maskrcnn/rpn-box/SymmQuant_2/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "2403 maskrcnn/rpn-box/SymmQuant_2/FakeQuantWithMinMaxVarsPerChannel"; -"2403 maskrcnn/rpn-box/SymmQuant_2/FakeQuantWithMinMaxVarsPerChannel" -> "2404 maskrcnn/rpn-box/Conv2D_2"; -"2404 maskrcnn/rpn-box/Conv2D_2" -> "2406 maskrcnn/rpn-box/BiasAdd_2"; -"2405 maskrcnn/rpn-box/BiasAdd_2/ReadVariableOp" -> "2406 maskrcnn/rpn-box/BiasAdd_2"; -"2406 maskrcnn/rpn-box/BiasAdd_2" -> "2458 maskrcnn/tf.reshape_5/fake_quantize_I0/AsymmQuant/FakeQuantWithMinMaxVars"; -"2406 maskrcnn/rpn-box/BiasAdd_2" -> "20402 Identity_9"; -"2407 maskrcnn/rpn-box/SymmQuant_3/Abs/ReadVariableOp" -> "2408 maskrcnn/rpn-box/SymmQuant_3/Abs"; -"2408 maskrcnn/rpn-box/SymmQuant_3/Abs" -> "2410 maskrcnn/rpn-box/SymmQuant_3/add"; -"2409 maskrcnn/rpn-box/SymmQuant_3/add/y" -> "2410 maskrcnn/rpn-box/SymmQuant_3/add"; -"2410 maskrcnn/rpn-box/SymmQuant_3/add" -> "2412 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maskrcnn/tf.concat_5/fake_quantize_I4/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "4051 maskrcnn/tf.concat_5/fake_quantize_I4/AsymmQuant/FakeQuantWithMinMaxVars"; -"4051 maskrcnn/tf.concat_5/fake_quantize_I4/AsymmQuant/FakeQuantWithMinMaxVars" -> "4053 maskrcnn/tf.concat_5/concat"; -"4052 maskrcnn/tf.concat_5/concat/axis" -> "4053 maskrcnn/tf.concat_5/concat"; -"4053 maskrcnn/tf.concat_5/concat" -> "4055 maskrcnn/tf.compat.v1.gather_nd/GatherNd"; -"4054 maskrcnn/tf.stack_5/stack" -> "4055 maskrcnn/tf.compat.v1.gather_nd/GatherNd"; -"4055 maskrcnn/tf.compat.v1.gather_nd/GatherNd" -> "4059 maskrcnn/tf.__operators__.getitem_23/strided_slice"; -"4055 maskrcnn/tf.compat.v1.gather_nd/GatherNd" -> "4063 maskrcnn/tf.__operators__.getitem_24/strided_slice"; -"4055 maskrcnn/tf.compat.v1.gather_nd/GatherNd" -> "4067 maskrcnn/tf.__operators__.getitem_25/strided_slice"; -"4055 maskrcnn/tf.compat.v1.gather_nd/GatherNd" -> "4071 maskrcnn/tf.__operators__.getitem_26/strided_slice"; -"4055 maskrcnn/tf.compat.v1.gather_nd/GatherNd" -> "4175 maskrcnn/tf.math.truediv_1/truediv"; -"4055 maskrcnn/tf.compat.v1.gather_nd/GatherNd" -> "5225 maskrcnn/tf.expand_dims_23/ExpandDims"; -"4056 maskrcnn/tf.__operators__.getitem_23/strided_slice/stack" -> "4059 maskrcnn/tf.__operators__.getitem_23/strided_slice"; -"4057 maskrcnn/tf.__operators__.getitem_23/strided_slice/stack_1" -> "4059 maskrcnn/tf.__operators__.getitem_23/strided_slice"; -"4058 maskrcnn/tf.__operators__.getitem_23/strided_slice/stack_2" -> "4059 maskrcnn/tf.__operators__.getitem_23/strided_slice"; -"4059 maskrcnn/tf.__operators__.getitem_23/strided_slice" -> "4072 maskrcnn/tf.math.subtract_40/Sub"; -"4060 maskrcnn/tf.__operators__.getitem_24/strided_slice/stack" -> "4063 maskrcnn/tf.__operators__.getitem_24/strided_slice"; -"4061 maskrcnn/tf.__operators__.getitem_24/strided_slice/stack_1" -> "4063 maskrcnn/tf.__operators__.getitem_24/strided_slice"; -"4062 maskrcnn/tf.__operators__.getitem_24/strided_slice/stack_2" -> "4063 maskrcnn/tf.__operators__.getitem_24/strided_slice"; -"4063 maskrcnn/tf.__operators__.getitem_24/strided_slice" -> "4072 maskrcnn/tf.math.subtract_40/Sub"; -"4064 maskrcnn/tf.__operators__.getitem_25/strided_slice/stack" -> "4067 maskrcnn/tf.__operators__.getitem_25/strided_slice"; -"4065 maskrcnn/tf.__operators__.getitem_25/strided_slice/stack_1" -> "4067 maskrcnn/tf.__operators__.getitem_25/strided_slice"; -"4066 maskrcnn/tf.__operators__.getitem_25/strided_slice/stack_2" -> "4067 maskrcnn/tf.__operators__.getitem_25/strided_slice"; -"4067 maskrcnn/tf.__operators__.getitem_25/strided_slice" -> "4073 maskrcnn/tf.math.subtract_41/Sub"; -"4068 maskrcnn/tf.__operators__.getitem_26/strided_slice/stack" -> "4071 maskrcnn/tf.__operators__.getitem_26/strided_slice"; -"4069 maskrcnn/tf.__operators__.getitem_26/strided_slice/stack_1" -> "4071 maskrcnn/tf.__operators__.getitem_26/strided_slice"; -"4070 maskrcnn/tf.__operators__.getitem_26/strided_slice/stack_2" -> "4071 maskrcnn/tf.__operators__.getitem_26/strided_slice"; -"4071 maskrcnn/tf.__operators__.getitem_26/strided_slice" -> "4073 maskrcnn/tf.math.subtract_41/Sub"; -"4072 maskrcnn/tf.math.subtract_40/Sub" -> "4083 maskrcnn/tf.math.subtract_40/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"4073 maskrcnn/tf.math.subtract_41/Sub" -> "4093 maskrcnn/tf.math.subtract_41/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"4074 maskrcnn/tf.math.subtract_40/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "4075 maskrcnn/tf.math.subtract_40/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"4075 maskrcnn/tf.math.subtract_40/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "4076 maskrcnn/tf.math.subtract_40/fake_quantize/AsymmQuant/Abs"; -"4076 maskrcnn/tf.math.subtract_40/fake_quantize/AsymmQuant/Abs" -> "4078 maskrcnn/tf.math.subtract_40/fake_quantize/AsymmQuant/add"; -"4077 maskrcnn/tf.math.subtract_40/fake_quantize/AsymmQuant/add/y" -> "4078 maskrcnn/tf.math.subtract_40/fake_quantize/AsymmQuant/add"; -"4078 maskrcnn/tf.math.subtract_40/fake_quantize/AsymmQuant/add" -> "4081 maskrcnn/tf.math.subtract_40/fake_quantize/AsymmQuant/add_1"; -"4079 maskrcnn/tf.math.subtract_40/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4080 maskrcnn/tf.math.subtract_40/fake_quantize/AsymmQuant/ReadVariableOp"; -"4079 maskrcnn/tf.math.subtract_40/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4082 maskrcnn/tf.math.subtract_40/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"4080 maskrcnn/tf.math.subtract_40/fake_quantize/AsymmQuant/ReadVariableOp" -> "4081 maskrcnn/tf.math.subtract_40/fake_quantize/AsymmQuant/add_1"; -"4081 maskrcnn/tf.math.subtract_40/fake_quantize/AsymmQuant/add_1" -> "4083 maskrcnn/tf.math.subtract_40/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"4082 maskrcnn/tf.math.subtract_40/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "4083 maskrcnn/tf.math.subtract_40/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"4083 maskrcnn/tf.math.subtract_40/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "4094 maskrcnn/tf.math.multiply_31/Mul"; -"4083 maskrcnn/tf.math.subtract_40/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "4173 maskrcnn/tf.math.truediv_2/truediv"; -"4084 maskrcnn/tf.math.subtract_41/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "4085 maskrcnn/tf.math.subtract_41/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"4085 maskrcnn/tf.math.subtract_41/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "4086 maskrcnn/tf.math.subtract_41/fake_quantize/AsymmQuant/Abs"; -"4086 maskrcnn/tf.math.subtract_41/fake_quantize/AsymmQuant/Abs" -> "4088 maskrcnn/tf.math.subtract_41/fake_quantize/AsymmQuant/add"; -"4087 maskrcnn/tf.math.subtract_41/fake_quantize/AsymmQuant/add/y" -> "4088 maskrcnn/tf.math.subtract_41/fake_quantize/AsymmQuant/add"; -"4088 maskrcnn/tf.math.subtract_41/fake_quantize/AsymmQuant/add" -> "4091 maskrcnn/tf.math.subtract_41/fake_quantize/AsymmQuant/add_1"; -"4089 maskrcnn/tf.math.subtract_41/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4090 maskrcnn/tf.math.subtract_41/fake_quantize/AsymmQuant/ReadVariableOp"; -"4089 maskrcnn/tf.math.subtract_41/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4092 maskrcnn/tf.math.subtract_41/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"4090 maskrcnn/tf.math.subtract_41/fake_quantize/AsymmQuant/ReadVariableOp" -> "4091 maskrcnn/tf.math.subtract_41/fake_quantize/AsymmQuant/add_1"; -"4091 maskrcnn/tf.math.subtract_41/fake_quantize/AsymmQuant/add_1" -> "4093 maskrcnn/tf.math.subtract_41/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"4092 maskrcnn/tf.math.subtract_41/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "4093 maskrcnn/tf.math.subtract_41/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"4093 maskrcnn/tf.math.subtract_41/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "4094 maskrcnn/tf.math.multiply_31/Mul"; -"4093 maskrcnn/tf.math.subtract_41/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "4174 maskrcnn/tf.math.truediv_3/truediv"; -"4094 maskrcnn/tf.math.multiply_31/Mul" -> "4104 maskrcnn/tf.math.multiply_31/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"4095 maskrcnn/tf.math.multiply_31/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "4096 maskrcnn/tf.math.multiply_31/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"4096 maskrcnn/tf.math.multiply_31/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "4097 maskrcnn/tf.math.multiply_31/fake_quantize/AsymmQuant/Abs"; -"4097 maskrcnn/tf.math.multiply_31/fake_quantize/AsymmQuant/Abs" -> "4099 maskrcnn/tf.math.multiply_31/fake_quantize/AsymmQuant/add"; -"4098 maskrcnn/tf.math.multiply_31/fake_quantize/AsymmQuant/add/y" -> "4099 maskrcnn/tf.math.multiply_31/fake_quantize/AsymmQuant/add"; -"4099 maskrcnn/tf.math.multiply_31/fake_quantize/AsymmQuant/add" -> "4102 maskrcnn/tf.math.multiply_31/fake_quantize/AsymmQuant/add_1"; -"4100 maskrcnn/tf.math.multiply_31/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4101 maskrcnn/tf.math.multiply_31/fake_quantize/AsymmQuant/ReadVariableOp"; -"4100 maskrcnn/tf.math.multiply_31/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4103 maskrcnn/tf.math.multiply_31/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"4101 maskrcnn/tf.math.multiply_31/fake_quantize/AsymmQuant/ReadVariableOp" -> "4102 maskrcnn/tf.math.multiply_31/fake_quantize/AsymmQuant/add_1"; -"4102 maskrcnn/tf.math.multiply_31/fake_quantize/AsymmQuant/add_1" -> "4104 maskrcnn/tf.math.multiply_31/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"4103 maskrcnn/tf.math.multiply_31/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "4104 maskrcnn/tf.math.multiply_31/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"4104 maskrcnn/tf.math.multiply_31/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "4105 maskrcnn/tf.math.sqrt/Sqrt"; -"4105 maskrcnn/tf.math.sqrt/Sqrt" -> "4115 maskrcnn/tf.math.sqrt/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"4106 maskrcnn/tf.math.sqrt/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "4107 maskrcnn/tf.math.sqrt/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"4107 maskrcnn/tf.math.sqrt/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "4108 maskrcnn/tf.math.sqrt/fake_quantize/AsymmQuant/Abs"; -"4108 maskrcnn/tf.math.sqrt/fake_quantize/AsymmQuant/Abs" -> "4110 maskrcnn/tf.math.sqrt/fake_quantize/AsymmQuant/add"; -"4109 maskrcnn/tf.math.sqrt/fake_quantize/AsymmQuant/add/y" -> "4110 maskrcnn/tf.math.sqrt/fake_quantize/AsymmQuant/add"; -"4110 maskrcnn/tf.math.sqrt/fake_quantize/AsymmQuant/add" -> "4113 maskrcnn/tf.math.sqrt/fake_quantize/AsymmQuant/add_1"; -"4111 maskrcnn/tf.math.sqrt/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4112 maskrcnn/tf.math.sqrt/fake_quantize/AsymmQuant/ReadVariableOp"; -"4111 maskrcnn/tf.math.sqrt/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4114 maskrcnn/tf.math.sqrt/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"4112 maskrcnn/tf.math.sqrt/fake_quantize/AsymmQuant/ReadVariableOp" -> "4113 maskrcnn/tf.math.sqrt/fake_quantize/AsymmQuant/add_1"; -"4113 maskrcnn/tf.math.sqrt/fake_quantize/AsymmQuant/add_1" -> "4115 maskrcnn/tf.math.sqrt/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"4114 maskrcnn/tf.math.sqrt/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "4115 maskrcnn/tf.math.sqrt/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"4115 maskrcnn/tf.math.sqrt/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "4117 maskrcnn/tf.math.truediv/truediv"; -"4116 maskrcnn/tf.math.truediv/truediv/y" -> "4117 maskrcnn/tf.math.truediv/truediv"; -"4117 maskrcnn/tf.math.truediv/truediv" -> "4118 maskrcnn/tf.math.log/Log"; -"4118 maskrcnn/tf.math.log/Log" -> "4128 maskrcnn/tf.math.log/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"4119 maskrcnn/tf.math.log/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "4120 maskrcnn/tf.math.log/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"4120 maskrcnn/tf.math.log/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "4121 maskrcnn/tf.math.log/fake_quantize/AsymmQuant/Abs"; -"4121 maskrcnn/tf.math.log/fake_quantize/AsymmQuant/Abs" -> "4123 maskrcnn/tf.math.log/fake_quantize/AsymmQuant/add"; -"4122 maskrcnn/tf.math.log/fake_quantize/AsymmQuant/add/y" -> "4123 maskrcnn/tf.math.log/fake_quantize/AsymmQuant/add"; -"4123 maskrcnn/tf.math.log/fake_quantize/AsymmQuant/add" -> "4126 maskrcnn/tf.math.log/fake_quantize/AsymmQuant/add_1"; -"4124 maskrcnn/tf.math.log/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4125 maskrcnn/tf.math.log/fake_quantize/AsymmQuant/ReadVariableOp"; -"4124 maskrcnn/tf.math.log/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4127 maskrcnn/tf.math.log/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"4125 maskrcnn/tf.math.log/fake_quantize/AsymmQuant/ReadVariableOp" -> "4126 maskrcnn/tf.math.log/fake_quantize/AsymmQuant/add_1"; -"4126 maskrcnn/tf.math.log/fake_quantize/AsymmQuant/add_1" -> "4128 maskrcnn/tf.math.log/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"4127 maskrcnn/tf.math.log/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "4128 maskrcnn/tf.math.log/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"4128 maskrcnn/tf.math.log/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "4130 maskrcnn/tf.compat.v1.floor_div/FloorDiv"; -"4129 maskrcnn/tf.compat.v1.floor_div/FloorDiv/y" -> "4130 maskrcnn/tf.compat.v1.floor_div/FloorDiv"; -"4130 maskrcnn/tf.compat.v1.floor_div/FloorDiv" -> "4140 maskrcnn/tf.compat.v1.floor_div/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"4131 maskrcnn/tf.compat.v1.floor_div/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "4132 maskrcnn/tf.compat.v1.floor_div/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"4132 maskrcnn/tf.compat.v1.floor_div/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "4133 maskrcnn/tf.compat.v1.floor_div/fake_quantize/AsymmQuant/Abs"; -"4133 maskrcnn/tf.compat.v1.floor_div/fake_quantize/AsymmQuant/Abs" -> "4135 maskrcnn/tf.compat.v1.floor_div/fake_quantize/AsymmQuant/add"; -"4134 maskrcnn/tf.compat.v1.floor_div/fake_quantize/AsymmQuant/add/y" -> "4135 maskrcnn/tf.compat.v1.floor_div/fake_quantize/AsymmQuant/add"; -"4135 maskrcnn/tf.compat.v1.floor_div/fake_quantize/AsymmQuant/add" -> "4138 maskrcnn/tf.compat.v1.floor_div/fake_quantize/AsymmQuant/add_1"; -"4136 maskrcnn/tf.compat.v1.floor_div/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4137 maskrcnn/tf.compat.v1.floor_div/fake_quantize/AsymmQuant/ReadVariableOp"; -"4136 maskrcnn/tf.compat.v1.floor_div/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4139 maskrcnn/tf.compat.v1.floor_div/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"4137 maskrcnn/tf.compat.v1.floor_div/fake_quantize/AsymmQuant/ReadVariableOp" -> "4138 maskrcnn/tf.compat.v1.floor_div/fake_quantize/AsymmQuant/add_1"; -"4138 maskrcnn/tf.compat.v1.floor_div/fake_quantize/AsymmQuant/add_1" -> "4140 maskrcnn/tf.compat.v1.floor_div/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"4139 maskrcnn/tf.compat.v1.floor_div/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "4140 maskrcnn/tf.compat.v1.floor_div/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"4140 maskrcnn/tf.compat.v1.floor_div/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "4142 maskrcnn/tf.__operators__.add_39/AddV2"; -"4141 maskrcnn/tf.__operators__.add_39/y" -> "4142 maskrcnn/tf.__operators__.add_39/AddV2"; -"4142 maskrcnn/tf.__operators__.add_39/AddV2" -> "4143 maskrcnn/tf.cast_20/Cast"; -"4143 maskrcnn/tf.cast_20/Cast" -> "4145 maskrcnn/tf.math.maximum_5/Maximum"; -"4144 maskrcnn/tf.math.maximum_5/Maximum/y" -> "4145 maskrcnn/tf.math.maximum_5/Maximum"; -"4145 maskrcnn/tf.math.maximum_5/Maximum" -> "4147 maskrcnn/tf.math.minimum_15/Minimum"; -"4147 maskrcnn/tf.math.minimum_15/Minimum" -> "4148 maskrcnn/tf.cast_21/Cast"; -"4147 maskrcnn/tf.math.minimum_15/Minimum" -> "4177 maskrcnn/tf.math.subtract_42/Sub"; -"4148 maskrcnn/tf.cast_21/Cast" -> "4158 maskrcnn/tf.cast_21/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"4149 maskrcnn/tf.cast_21/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "4150 maskrcnn/tf.cast_21/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"4150 maskrcnn/tf.cast_21/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "4151 maskrcnn/tf.cast_21/fake_quantize/AsymmQuant/Abs"; -"4151 maskrcnn/tf.cast_21/fake_quantize/AsymmQuant/Abs" -> "4153 maskrcnn/tf.cast_21/fake_quantize/AsymmQuant/add"; -"4152 maskrcnn/tf.cast_21/fake_quantize/AsymmQuant/add/y" -> "4153 maskrcnn/tf.cast_21/fake_quantize/AsymmQuant/add"; -"4153 maskrcnn/tf.cast_21/fake_quantize/AsymmQuant/add" -> "4156 maskrcnn/tf.cast_21/fake_quantize/AsymmQuant/add_1"; -"4154 maskrcnn/tf.cast_21/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4155 maskrcnn/tf.cast_21/fake_quantize/AsymmQuant/ReadVariableOp"; -"4154 maskrcnn/tf.cast_21/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4157 maskrcnn/tf.cast_21/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"4155 maskrcnn/tf.cast_21/fake_quantize/AsymmQuant/ReadVariableOp" -> "4156 maskrcnn/tf.cast_21/fake_quantize/AsymmQuant/add_1"; -"4156 maskrcnn/tf.cast_21/fake_quantize/AsymmQuant/add_1" -> "4158 maskrcnn/tf.cast_21/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"4157 maskrcnn/tf.cast_21/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "4158 maskrcnn/tf.cast_21/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"4158 maskrcnn/tf.cast_21/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "4160 maskrcnn/tf.math.pow/Pow"; -"4160 maskrcnn/tf.math.pow/Pow" -> "4170 maskrcnn/tf.math.pow/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"4161 maskrcnn/tf.math.pow/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "4162 maskrcnn/tf.math.pow/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"4162 maskrcnn/tf.math.pow/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "4163 maskrcnn/tf.math.pow/fake_quantize/AsymmQuant/Abs"; -"4163 maskrcnn/tf.math.pow/fake_quantize/AsymmQuant/Abs" -> "4165 maskrcnn/tf.math.pow/fake_quantize/AsymmQuant/add"; -"4164 maskrcnn/tf.math.pow/fake_quantize/AsymmQuant/add/y" -> "4165 maskrcnn/tf.math.pow/fake_quantize/AsymmQuant/add"; -"4165 maskrcnn/tf.math.pow/fake_quantize/AsymmQuant/add" -> "4168 maskrcnn/tf.math.pow/fake_quantize/AsymmQuant/add_1"; -"4166 maskrcnn/tf.math.pow/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4167 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maskrcnn/tf.math.truediv_12/truediv" -> "4708 maskrcnn/tf.math.truediv_12/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"4619 maskrcnn/tf.math.truediv_10/truediv/y" -> "4620 maskrcnn/tf.math.truediv_10/truediv"; -"4620 maskrcnn/tf.math.truediv_10/truediv" -> "4722 maskrcnn/tf.math.truediv_10/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"4621 maskrcnn/tf.math.truediv_8/truediv/y" -> "4622 maskrcnn/tf.math.truediv_8/truediv"; -"4622 maskrcnn/tf.math.truediv_8/truediv" -> "4736 maskrcnn/tf.math.truediv_8/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"4623 maskrcnn/tf.math.truediv_6/truediv/y" -> "4624 maskrcnn/tf.math.truediv_6/truediv"; -"4624 maskrcnn/tf.math.truediv_6/truediv" -> "4750 maskrcnn/tf.math.truediv_6/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"4625 maskrcnn/tf.math.subtract_44/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "4626 maskrcnn/tf.math.subtract_44/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"4626 maskrcnn/tf.math.subtract_44/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "4627 maskrcnn/tf.math.subtract_44/fake_quantize/AsymmQuant/Abs"; -"4627 maskrcnn/tf.math.subtract_44/fake_quantize/AsymmQuant/Abs" -> "4629 maskrcnn/tf.math.subtract_44/fake_quantize/AsymmQuant/add"; -"4628 maskrcnn/tf.math.subtract_44/fake_quantize/AsymmQuant/add/y" -> "4629 maskrcnn/tf.math.subtract_44/fake_quantize/AsymmQuant/add"; -"4629 maskrcnn/tf.math.subtract_44/fake_quantize/AsymmQuant/add" -> "4632 maskrcnn/tf.math.subtract_44/fake_quantize/AsymmQuant/add_1"; -"4630 maskrcnn/tf.math.subtract_44/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4631 maskrcnn/tf.math.subtract_44/fake_quantize/AsymmQuant/ReadVariableOp"; -"4630 maskrcnn/tf.math.subtract_44/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4633 maskrcnn/tf.math.subtract_44/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"4631 maskrcnn/tf.math.subtract_44/fake_quantize/AsymmQuant/ReadVariableOp" -> "4632 maskrcnn/tf.math.subtract_44/fake_quantize/AsymmQuant/add_1"; -"4632 maskrcnn/tf.math.subtract_44/fake_quantize/AsymmQuant/add_1" -> "4634 maskrcnn/tf.math.subtract_44/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"4633 maskrcnn/tf.math.subtract_44/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "4634 maskrcnn/tf.math.subtract_44/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"4634 maskrcnn/tf.math.subtract_44/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "4754 maskrcnn/tf.expand_dims_16/ExpandDims"; -"4635 maskrcnn/tf.math.subtract_43/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "4636 maskrcnn/tf.math.subtract_43/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"4636 maskrcnn/tf.math.subtract_43/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "4637 maskrcnn/tf.math.subtract_43/fake_quantize/AsymmQuant/Abs"; -"4637 maskrcnn/tf.math.subtract_43/fake_quantize/AsymmQuant/Abs" -> "4639 maskrcnn/tf.math.subtract_43/fake_quantize/AsymmQuant/add"; -"4638 maskrcnn/tf.math.subtract_43/fake_quantize/AsymmQuant/add/y" -> "4639 maskrcnn/tf.math.subtract_43/fake_quantize/AsymmQuant/add"; -"4639 maskrcnn/tf.math.subtract_43/fake_quantize/AsymmQuant/add" -> "4642 maskrcnn/tf.math.subtract_43/fake_quantize/AsymmQuant/add_1"; -"4640 maskrcnn/tf.math.subtract_43/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4641 maskrcnn/tf.math.subtract_43/fake_quantize/AsymmQuant/ReadVariableOp"; -"4640 maskrcnn/tf.math.subtract_43/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4643 maskrcnn/tf.math.subtract_43/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"4641 maskrcnn/tf.math.subtract_43/fake_quantize/AsymmQuant/ReadVariableOp" -> "4642 maskrcnn/tf.math.subtract_43/fake_quantize/AsymmQuant/add_1"; -"4642 maskrcnn/tf.math.subtract_43/fake_quantize/AsymmQuant/add_1" -> "4644 maskrcnn/tf.math.subtract_43/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; 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maskrcnn/tf.stack_7/stack" -> "4870 maskrcnn/tf.math.subtract_45/fake_quantize_I0/AsymmQuant/FakeQuantWithMinMaxVars"; -"4653 maskrcnn/tf.__operators__.getitem_52/strided_slice/stack" -> "4656 maskrcnn/tf.__operators__.getitem_52/strided_slice"; -"4654 maskrcnn/tf.__operators__.getitem_52/strided_slice/stack_1" -> "4656 maskrcnn/tf.__operators__.getitem_52/strided_slice"; -"4655 maskrcnn/tf.__operators__.getitem_52/strided_slice/stack_2" -> "4656 maskrcnn/tf.__operators__.getitem_52/strided_slice"; -"4656 maskrcnn/tf.__operators__.getitem_52/strided_slice" -> "4761 maskrcnn/tf.__operators__.add_52/AddV2"; -"4657 maskrcnn/tf.math.truediv_18/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "4658 maskrcnn/tf.math.truediv_18/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"4658 maskrcnn/tf.math.truediv_18/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "4659 maskrcnn/tf.math.truediv_18/fake_quantize/AsymmQuant/Abs"; -"4659 maskrcnn/tf.math.truediv_18/fake_quantize/AsymmQuant/Abs" -> "4661 maskrcnn/tf.math.truediv_18/fake_quantize/AsymmQuant/add"; -"4660 maskrcnn/tf.math.truediv_18/fake_quantize/AsymmQuant/add/y" -> "4661 maskrcnn/tf.math.truediv_18/fake_quantize/AsymmQuant/add"; -"4661 maskrcnn/tf.math.truediv_18/fake_quantize/AsymmQuant/add" -> "4664 maskrcnn/tf.math.truediv_18/fake_quantize/AsymmQuant/add_1"; -"4662 maskrcnn/tf.math.truediv_18/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4663 maskrcnn/tf.math.truediv_18/fake_quantize/AsymmQuant/ReadVariableOp"; -"4662 maskrcnn/tf.math.truediv_18/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4665 maskrcnn/tf.math.truediv_18/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"4663 maskrcnn/tf.math.truediv_18/fake_quantize/AsymmQuant/ReadVariableOp" -> "4664 maskrcnn/tf.math.truediv_18/fake_quantize/AsymmQuant/add_1"; -"4664 maskrcnn/tf.math.truediv_18/fake_quantize/AsymmQuant/add_1" -> "4666 maskrcnn/tf.math.truediv_18/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"4665 maskrcnn/tf.math.truediv_18/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "4666 maskrcnn/tf.math.truediv_18/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"4666 maskrcnn/tf.math.truediv_18/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "4761 maskrcnn/tf.__operators__.add_52/AddV2"; -"4667 maskrcnn/tf.__operators__.getitem_48/strided_slice/stack" -> "4670 maskrcnn/tf.__operators__.getitem_48/strided_slice"; -"4668 maskrcnn/tf.__operators__.getitem_48/strided_slice/stack_1" -> "4670 maskrcnn/tf.__operators__.getitem_48/strided_slice"; -"4669 maskrcnn/tf.__operators__.getitem_48/strided_slice/stack_2" -> "4670 maskrcnn/tf.__operators__.getitem_48/strided_slice"; -"4670 maskrcnn/tf.__operators__.getitem_48/strided_slice" -> "4760 maskrcnn/tf.__operators__.add_50/AddV2"; -"4671 maskrcnn/tf.math.truediv_16/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "4672 maskrcnn/tf.math.truediv_16/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"4672 maskrcnn/tf.math.truediv_16/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "4673 maskrcnn/tf.math.truediv_16/fake_quantize/AsymmQuant/Abs"; -"4673 maskrcnn/tf.math.truediv_16/fake_quantize/AsymmQuant/Abs" -> "4675 maskrcnn/tf.math.truediv_16/fake_quantize/AsymmQuant/add"; -"4674 maskrcnn/tf.math.truediv_16/fake_quantize/AsymmQuant/add/y" -> "4675 maskrcnn/tf.math.truediv_16/fake_quantize/AsymmQuant/add"; -"4675 maskrcnn/tf.math.truediv_16/fake_quantize/AsymmQuant/add" -> "4678 maskrcnn/tf.math.truediv_16/fake_quantize/AsymmQuant/add_1"; -"4676 maskrcnn/tf.math.truediv_16/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4677 maskrcnn/tf.math.truediv_16/fake_quantize/AsymmQuant/ReadVariableOp"; -"4676 maskrcnn/tf.math.truediv_16/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4679 maskrcnn/tf.math.truediv_16/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"4677 maskrcnn/tf.math.truediv_16/fake_quantize/AsymmQuant/ReadVariableOp" -> "4678 maskrcnn/tf.math.truediv_16/fake_quantize/AsymmQuant/add_1"; -"4678 maskrcnn/tf.math.truediv_16/fake_quantize/AsymmQuant/add_1" -> "4680 maskrcnn/tf.math.truediv_16/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"4679 maskrcnn/tf.math.truediv_16/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "4680 maskrcnn/tf.math.truediv_16/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"4680 maskrcnn/tf.math.truediv_16/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "4760 maskrcnn/tf.__operators__.add_50/AddV2"; -"4681 maskrcnn/tf.__operators__.getitem_44/strided_slice/stack" -> "4684 maskrcnn/tf.__operators__.getitem_44/strided_slice"; -"4682 maskrcnn/tf.__operators__.getitem_44/strided_slice/stack_1" -> "4684 maskrcnn/tf.__operators__.getitem_44/strided_slice"; -"4683 maskrcnn/tf.__operators__.getitem_44/strided_slice/stack_2" -> "4684 maskrcnn/tf.__operators__.getitem_44/strided_slice"; -"4684 maskrcnn/tf.__operators__.getitem_44/strided_slice" -> "4759 maskrcnn/tf.__operators__.add_48/AddV2"; -"4685 maskrcnn/tf.math.truediv_14/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "4686 maskrcnn/tf.math.truediv_14/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"4686 maskrcnn/tf.math.truediv_14/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "4687 maskrcnn/tf.math.truediv_14/fake_quantize/AsymmQuant/Abs"; -"4687 maskrcnn/tf.math.truediv_14/fake_quantize/AsymmQuant/Abs" -> "4689 maskrcnn/tf.math.truediv_14/fake_quantize/AsymmQuant/add"; -"4688 maskrcnn/tf.math.truediv_14/fake_quantize/AsymmQuant/add/y" -> "4689 maskrcnn/tf.math.truediv_14/fake_quantize/AsymmQuant/add"; -"4689 maskrcnn/tf.math.truediv_14/fake_quantize/AsymmQuant/add" -> "4692 maskrcnn/tf.math.truediv_14/fake_quantize/AsymmQuant/add_1"; -"4690 maskrcnn/tf.math.truediv_14/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4691 maskrcnn/tf.math.truediv_14/fake_quantize/AsymmQuant/ReadVariableOp"; -"4690 maskrcnn/tf.math.truediv_14/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "4693 maskrcnn/tf.math.truediv_14/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"4691 maskrcnn/tf.math.truediv_14/fake_quantize/AsymmQuant/ReadVariableOp" -> "4692 maskrcnn/tf.math.truediv_14/fake_quantize/AsymmQuant/add_1"; -"4692 maskrcnn/tf.math.truediv_14/fake_quantize/AsymmQuant/add_1" -> "4694 maskrcnn/tf.math.truediv_14/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"4693 maskrcnn/tf.math.truediv_14/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "4694 maskrcnn/tf.math.truediv_14/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"4694 maskrcnn/tf.math.truediv_14/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "4759 maskrcnn/tf.__operators__.add_48/AddV2"; -"4695 maskrcnn/tf.__operators__.getitem_40/strided_slice/stack" -> "4698 maskrcnn/tf.__operators__.getitem_40/strided_slice"; -"4696 maskrcnn/tf.__operators__.getitem_40/strided_slice/stack_1" -> "4698 maskrcnn/tf.__operators__.getitem_40/strided_slice"; -"4697 maskrcnn/tf.__operators__.getitem_40/strided_slice/stack_2" -> "4698 maskrcnn/tf.__operators__.getitem_40/strided_slice"; -"4698 maskrcnn/tf.__operators__.getitem_40/strided_slice" -> "4758 maskrcnn/tf.__operators__.add_46/AddV2"; -"4699 maskrcnn/tf.math.truediv_12/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "4700 maskrcnn/tf.math.truediv_12/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"4700 maskrcnn/tf.math.truediv_12/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "4701 maskrcnn/tf.math.truediv_12/fake_quantize/AsymmQuant/Abs"; -"4701 maskrcnn/tf.math.truediv_12/fake_quantize/AsymmQuant/Abs" -> "4703 maskrcnn/tf.math.truediv_12/fake_quantize/AsymmQuant/add"; -"4702 maskrcnn/tf.math.truediv_12/fake_quantize/AsymmQuant/add/y" -> "4703 maskrcnn/tf.math.truediv_12/fake_quantize/AsymmQuant/add"; -"4703 maskrcnn/tf.math.truediv_12/fake_quantize/AsymmQuant/add" -> "4706 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maskrcnn/tf.__operators__.add_46/AddV2"; -"4709 maskrcnn/tf.__operators__.getitem_36/strided_slice/stack" -> "4712 maskrcnn/tf.__operators__.getitem_36/strided_slice"; -"4710 maskrcnn/tf.__operators__.getitem_36/strided_slice/stack_1" -> "4712 maskrcnn/tf.__operators__.getitem_36/strided_slice"; -"4711 maskrcnn/tf.__operators__.getitem_36/strided_slice/stack_2" -> "4712 maskrcnn/tf.__operators__.getitem_36/strided_slice"; -"4712 maskrcnn/tf.__operators__.getitem_36/strided_slice" -> "4757 maskrcnn/tf.__operators__.add_44/AddV2"; -"4713 maskrcnn/tf.math.truediv_10/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "4714 maskrcnn/tf.math.truediv_10/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"4714 maskrcnn/tf.math.truediv_10/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "4715 maskrcnn/tf.math.truediv_10/fake_quantize/AsymmQuant/Abs"; -"4715 maskrcnn/tf.math.truediv_10/fake_quantize/AsymmQuant/Abs" -> "4717 maskrcnn/tf.math.truediv_10/fake_quantize/AsymmQuant/add"; -"4716 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maskrcnn/tf.math.subtract_54/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "5548 maskrcnn/tf.math.subtract_54/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"5548 maskrcnn/tf.math.subtract_54/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "5549 maskrcnn/tf.math.subtract_54/fake_quantize/AsymmQuant/Abs"; -"5549 maskrcnn/tf.math.subtract_54/fake_quantize/AsymmQuant/Abs" -> "5551 maskrcnn/tf.math.subtract_54/fake_quantize/AsymmQuant/add"; -"5550 maskrcnn/tf.math.subtract_54/fake_quantize/AsymmQuant/add/y" -> "5551 maskrcnn/tf.math.subtract_54/fake_quantize/AsymmQuant/add"; -"5551 maskrcnn/tf.math.subtract_54/fake_quantize/AsymmQuant/add" -> "5554 maskrcnn/tf.math.subtract_54/fake_quantize/AsymmQuant/add_1"; -"5552 maskrcnn/tf.math.subtract_54/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "5553 maskrcnn/tf.math.subtract_54/fake_quantize/AsymmQuant/ReadVariableOp"; -"5552 maskrcnn/tf.math.subtract_54/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "5555 maskrcnn/tf.math.subtract_54/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"5553 maskrcnn/tf.math.subtract_54/fake_quantize/AsymmQuant/ReadVariableOp" -> "5554 maskrcnn/tf.math.subtract_54/fake_quantize/AsymmQuant/add_1"; -"5554 maskrcnn/tf.math.subtract_54/fake_quantize/AsymmQuant/add_1" -> "5556 maskrcnn/tf.math.subtract_54/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"5555 maskrcnn/tf.math.subtract_54/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "5556 maskrcnn/tf.math.subtract_54/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"5556 maskrcnn/tf.math.subtract_54/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "5557 maskrcnn/tf.__operators__.add_66/AddV2"; -"5556 maskrcnn/tf.math.subtract_54/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "5653 maskrcnn/tf.concat_13/concat"; -"5557 maskrcnn/tf.__operators__.add_66/AddV2" -> "5569 maskrcnn/tf.__operators__.add_66/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"5558 maskrcnn/tf.__operators__.add_65/AddV2" -> "5579 maskrcnn/tf.__operators__.add_65/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"5559 maskrcnn/tf.unstack_5/unstack" -> "5581 maskrcnn/tf.math.subtract_60/Sub"; -"5559 maskrcnn/tf.unstack_5/unstack" -> "5583 maskrcnn/tf.math.subtract_59/Sub"; -"5559 maskrcnn/tf.unstack_5/unstack" -> "5585 maskrcnn/tf.math.subtract_58/Sub"; -"5559 maskrcnn/tf.unstack_5/unstack" -> "5587 maskrcnn/tf.math.subtract_57/Sub"; -"5560 maskrcnn/tf.__operators__.add_66/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "5561 maskrcnn/tf.__operators__.add_66/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"5561 maskrcnn/tf.__operators__.add_66/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "5562 maskrcnn/tf.__operators__.add_66/fake_quantize/AsymmQuant/Abs"; -"5562 maskrcnn/tf.__operators__.add_66/fake_quantize/AsymmQuant/Abs" -> "5564 maskrcnn/tf.__operators__.add_66/fake_quantize/AsymmQuant/add"; -"5563 maskrcnn/tf.__operators__.add_66/fake_quantize/AsymmQuant/add/y" -> "5564 maskrcnn/tf.__operators__.add_66/fake_quantize/AsymmQuant/add"; -"5564 maskrcnn/tf.__operators__.add_66/fake_quantize/AsymmQuant/add" -> "5567 maskrcnn/tf.__operators__.add_66/fake_quantize/AsymmQuant/add_1"; -"5565 maskrcnn/tf.__operators__.add_66/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "5566 maskrcnn/tf.__operators__.add_66/fake_quantize/AsymmQuant/ReadVariableOp"; -"5565 maskrcnn/tf.__operators__.add_66/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "5568 maskrcnn/tf.__operators__.add_66/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"5566 maskrcnn/tf.__operators__.add_66/fake_quantize/AsymmQuant/ReadVariableOp" -> "5567 maskrcnn/tf.__operators__.add_66/fake_quantize/AsymmQuant/add_1"; -"5567 maskrcnn/tf.__operators__.add_66/fake_quantize/AsymmQuant/add_1" -> "5569 maskrcnn/tf.__operators__.add_66/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"5568 maskrcnn/tf.__operators__.add_66/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "5569 maskrcnn/tf.__operators__.add_66/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"5569 maskrcnn/tf.__operators__.add_66/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "5589 maskrcnn/tf.math.subtract_56/Sub"; -"5570 maskrcnn/tf.__operators__.add_65/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "5571 maskrcnn/tf.__operators__.add_65/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"5571 maskrcnn/tf.__operators__.add_65/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "5572 maskrcnn/tf.__operators__.add_65/fake_quantize/AsymmQuant/Abs"; -"5572 maskrcnn/tf.__operators__.add_65/fake_quantize/AsymmQuant/Abs" -> "5574 maskrcnn/tf.__operators__.add_65/fake_quantize/AsymmQuant/add"; -"5573 maskrcnn/tf.__operators__.add_65/fake_quantize/AsymmQuant/add/y" -> "5574 maskrcnn/tf.__operators__.add_65/fake_quantize/AsymmQuant/add"; -"5574 maskrcnn/tf.__operators__.add_65/fake_quantize/AsymmQuant/add" -> "5577 maskrcnn/tf.__operators__.add_65/fake_quantize/AsymmQuant/add_1"; -"5575 maskrcnn/tf.__operators__.add_65/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "5576 maskrcnn/tf.__operators__.add_65/fake_quantize/AsymmQuant/ReadVariableOp"; -"5575 maskrcnn/tf.__operators__.add_65/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "5578 maskrcnn/tf.__operators__.add_65/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"5576 maskrcnn/tf.__operators__.add_65/fake_quantize/AsymmQuant/ReadVariableOp" -> "5577 maskrcnn/tf.__operators__.add_65/fake_quantize/AsymmQuant/add_1"; -"5577 maskrcnn/tf.__operators__.add_65/fake_quantize/AsymmQuant/add_1" -> "5579 maskrcnn/tf.__operators__.add_65/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"5578 maskrcnn/tf.__operators__.add_65/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "5579 maskrcnn/tf.__operators__.add_65/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"5579 maskrcnn/tf.__operators__.add_65/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "5591 maskrcnn/tf.math.subtract_55/Sub"; -"5580 maskrcnn/tf.math.subtract_60/Sub/y" -> "5581 maskrcnn/tf.math.subtract_60/Sub"; -"5581 maskrcnn/tf.math.subtract_60/Sub" -> "5631 maskrcnn/tf.math.subtract_60/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"5582 maskrcnn/tf.math.subtract_59/Sub/y" -> "5583 maskrcnn/tf.math.subtract_59/Sub"; -"5583 maskrcnn/tf.math.subtract_59/Sub" -> "5621 maskrcnn/tf.math.subtract_59/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"5584 maskrcnn/tf.math.subtract_58/Sub/y" -> "5585 maskrcnn/tf.math.subtract_58/Sub"; -"5585 maskrcnn/tf.math.subtract_58/Sub" -> "5611 maskrcnn/tf.math.subtract_58/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"5586 maskrcnn/tf.math.subtract_57/Sub/y" -> "5587 maskrcnn/tf.math.subtract_57/Sub"; -"5587 maskrcnn/tf.math.subtract_57/Sub" -> "5601 maskrcnn/tf.math.subtract_57/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"5588 maskrcnn/tf.math.subtract_56/Sub/y" -> "5589 maskrcnn/tf.math.subtract_56/Sub"; -"5589 maskrcnn/tf.math.subtract_56/Sub" -> "5651 maskrcnn/tf.math.subtract_56/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"5590 maskrcnn/tf.math.subtract_55/Sub/y" -> "5591 maskrcnn/tf.math.subtract_55/Sub"; -"5591 maskrcnn/tf.math.subtract_55/Sub" -> "5641 maskrcnn/tf.math.subtract_55/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"5592 maskrcnn/tf.math.subtract_57/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "5593 maskrcnn/tf.math.subtract_57/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"5593 maskrcnn/tf.math.subtract_57/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "5594 maskrcnn/tf.math.subtract_57/fake_quantize/AsymmQuant/Abs"; -"5594 maskrcnn/tf.math.subtract_57/fake_quantize/AsymmQuant/Abs" -> "5596 maskrcnn/tf.math.subtract_57/fake_quantize/AsymmQuant/add"; -"5595 maskrcnn/tf.math.subtract_57/fake_quantize/AsymmQuant/add/y" -> "5596 maskrcnn/tf.math.subtract_57/fake_quantize/AsymmQuant/add"; -"5596 maskrcnn/tf.math.subtract_57/fake_quantize/AsymmQuant/add" -> "5599 maskrcnn/tf.math.subtract_57/fake_quantize/AsymmQuant/add_1"; -"5597 maskrcnn/tf.math.subtract_57/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "5598 maskrcnn/tf.math.subtract_57/fake_quantize/AsymmQuant/ReadVariableOp"; -"5597 maskrcnn/tf.math.subtract_57/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "5600 maskrcnn/tf.math.subtract_57/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"5598 maskrcnn/tf.math.subtract_57/fake_quantize/AsymmQuant/ReadVariableOp" -> "5599 maskrcnn/tf.math.subtract_57/fake_quantize/AsymmQuant/add_1"; -"5599 maskrcnn/tf.math.subtract_57/fake_quantize/AsymmQuant/add_1" -> "5601 maskrcnn/tf.math.subtract_57/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"5600 maskrcnn/tf.math.subtract_57/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "5601 maskrcnn/tf.math.subtract_57/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"5601 maskrcnn/tf.math.subtract_57/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "5654 maskrcnn/tf.stack_15/stack"; -"5602 maskrcnn/tf.math.subtract_58/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "5603 maskrcnn/tf.math.subtract_58/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"5603 maskrcnn/tf.math.subtract_58/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "5604 maskrcnn/tf.math.subtract_58/fake_quantize/AsymmQuant/Abs"; -"5604 maskrcnn/tf.math.subtract_58/fake_quantize/AsymmQuant/Abs" -> "5606 maskrcnn/tf.math.subtract_58/fake_quantize/AsymmQuant/add"; -"5605 maskrcnn/tf.math.subtract_58/fake_quantize/AsymmQuant/add/y" -> "5606 maskrcnn/tf.math.subtract_58/fake_quantize/AsymmQuant/add"; -"5606 maskrcnn/tf.math.subtract_58/fake_quantize/AsymmQuant/add" -> "5609 maskrcnn/tf.math.subtract_58/fake_quantize/AsymmQuant/add_1"; -"5607 maskrcnn/tf.math.subtract_58/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "5608 maskrcnn/tf.math.subtract_58/fake_quantize/AsymmQuant/ReadVariableOp"; -"5607 maskrcnn/tf.math.subtract_58/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "5610 maskrcnn/tf.math.subtract_58/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"5608 maskrcnn/tf.math.subtract_58/fake_quantize/AsymmQuant/ReadVariableOp" -> "5609 maskrcnn/tf.math.subtract_58/fake_quantize/AsymmQuant/add_1"; -"5609 maskrcnn/tf.math.subtract_58/fake_quantize/AsymmQuant/add_1" -> "5611 maskrcnn/tf.math.subtract_58/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"5610 maskrcnn/tf.math.subtract_58/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "5611 maskrcnn/tf.math.subtract_58/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"5611 maskrcnn/tf.math.subtract_58/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "5654 maskrcnn/tf.stack_15/stack"; -"5612 maskrcnn/tf.math.subtract_59/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "5613 maskrcnn/tf.math.subtract_59/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"5613 maskrcnn/tf.math.subtract_59/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "5614 maskrcnn/tf.math.subtract_59/fake_quantize/AsymmQuant/Abs"; -"5614 maskrcnn/tf.math.subtract_59/fake_quantize/AsymmQuant/Abs" -> "5616 maskrcnn/tf.math.subtract_59/fake_quantize/AsymmQuant/add"; -"5615 maskrcnn/tf.math.subtract_59/fake_quantize/AsymmQuant/add/y" -> "5616 maskrcnn/tf.math.subtract_59/fake_quantize/AsymmQuant/add"; -"5616 maskrcnn/tf.math.subtract_59/fake_quantize/AsymmQuant/add" -> "5619 maskrcnn/tf.math.subtract_59/fake_quantize/AsymmQuant/add_1"; -"5617 maskrcnn/tf.math.subtract_59/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "5618 maskrcnn/tf.math.subtract_59/fake_quantize/AsymmQuant/ReadVariableOp"; -"5617 maskrcnn/tf.math.subtract_59/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "5620 maskrcnn/tf.math.subtract_59/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"5618 maskrcnn/tf.math.subtract_59/fake_quantize/AsymmQuant/ReadVariableOp" -> "5619 maskrcnn/tf.math.subtract_59/fake_quantize/AsymmQuant/add_1"; -"5619 maskrcnn/tf.math.subtract_59/fake_quantize/AsymmQuant/add_1" -> "5621 maskrcnn/tf.math.subtract_59/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"5620 maskrcnn/tf.math.subtract_59/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "5621 maskrcnn/tf.math.subtract_59/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"5621 maskrcnn/tf.math.subtract_59/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "5654 maskrcnn/tf.stack_15/stack"; -"5622 maskrcnn/tf.math.subtract_60/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "5623 maskrcnn/tf.math.subtract_60/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"5623 maskrcnn/tf.math.subtract_60/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "5624 maskrcnn/tf.math.subtract_60/fake_quantize/AsymmQuant/Abs"; -"5624 maskrcnn/tf.math.subtract_60/fake_quantize/AsymmQuant/Abs" -> "5626 maskrcnn/tf.math.subtract_60/fake_quantize/AsymmQuant/add"; -"5625 maskrcnn/tf.math.subtract_60/fake_quantize/AsymmQuant/add/y" -> "5626 maskrcnn/tf.math.subtract_60/fake_quantize/AsymmQuant/add"; -"5626 maskrcnn/tf.math.subtract_60/fake_quantize/AsymmQuant/add" -> "5629 maskrcnn/tf.math.subtract_60/fake_quantize/AsymmQuant/add_1"; -"5627 maskrcnn/tf.math.subtract_60/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "5628 maskrcnn/tf.math.subtract_60/fake_quantize/AsymmQuant/ReadVariableOp"; -"5627 maskrcnn/tf.math.subtract_60/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "5630 maskrcnn/tf.math.subtract_60/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"5628 maskrcnn/tf.math.subtract_60/fake_quantize/AsymmQuant/ReadVariableOp" -> "5629 maskrcnn/tf.math.subtract_60/fake_quantize/AsymmQuant/add_1"; -"5629 maskrcnn/tf.math.subtract_60/fake_quantize/AsymmQuant/add_1" -> "5631 maskrcnn/tf.math.subtract_60/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"5630 maskrcnn/tf.math.subtract_60/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "5631 maskrcnn/tf.math.subtract_60/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"5631 maskrcnn/tf.math.subtract_60/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "5654 maskrcnn/tf.stack_15/stack"; -"5632 maskrcnn/tf.math.subtract_55/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "5633 maskrcnn/tf.math.subtract_55/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"5633 maskrcnn/tf.math.subtract_55/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "5634 maskrcnn/tf.math.subtract_55/fake_quantize/AsymmQuant/Abs"; -"5634 maskrcnn/tf.math.subtract_55/fake_quantize/AsymmQuant/Abs" -> "5636 maskrcnn/tf.math.subtract_55/fake_quantize/AsymmQuant/add"; -"5635 maskrcnn/tf.math.subtract_55/fake_quantize/AsymmQuant/add/y" -> "5636 maskrcnn/tf.math.subtract_55/fake_quantize/AsymmQuant/add"; -"5636 maskrcnn/tf.math.subtract_55/fake_quantize/AsymmQuant/add" -> "5639 maskrcnn/tf.math.subtract_55/fake_quantize/AsymmQuant/add_1"; -"5637 maskrcnn/tf.math.subtract_55/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "5638 maskrcnn/tf.math.subtract_55/fake_quantize/AsymmQuant/ReadVariableOp"; -"5637 maskrcnn/tf.math.subtract_55/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "5640 maskrcnn/tf.math.subtract_55/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"5638 maskrcnn/tf.math.subtract_55/fake_quantize/AsymmQuant/ReadVariableOp" -> "5639 maskrcnn/tf.math.subtract_55/fake_quantize/AsymmQuant/add_1"; -"5639 maskrcnn/tf.math.subtract_55/fake_quantize/AsymmQuant/add_1" -> "5641 maskrcnn/tf.math.subtract_55/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"5640 maskrcnn/tf.math.subtract_55/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "5641 maskrcnn/tf.math.subtract_55/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"5641 maskrcnn/tf.math.subtract_55/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "5653 maskrcnn/tf.concat_13/concat"; -"5642 maskrcnn/tf.math.subtract_56/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "5643 maskrcnn/tf.math.subtract_56/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"5643 maskrcnn/tf.math.subtract_56/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "5644 maskrcnn/tf.math.subtract_56/fake_quantize/AsymmQuant/Abs"; -"5644 maskrcnn/tf.math.subtract_56/fake_quantize/AsymmQuant/Abs" -> "5646 maskrcnn/tf.math.subtract_56/fake_quantize/AsymmQuant/add"; -"5645 maskrcnn/tf.math.subtract_56/fake_quantize/AsymmQuant/add/y" -> "5646 maskrcnn/tf.math.subtract_56/fake_quantize/AsymmQuant/add"; -"5646 maskrcnn/tf.math.subtract_56/fake_quantize/AsymmQuant/add" -> "5649 maskrcnn/tf.math.subtract_56/fake_quantize/AsymmQuant/add_1"; -"5647 maskrcnn/tf.math.subtract_56/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "5648 maskrcnn/tf.math.subtract_56/fake_quantize/AsymmQuant/ReadVariableOp"; -"5647 maskrcnn/tf.math.subtract_56/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "5650 maskrcnn/tf.math.subtract_56/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"5648 maskrcnn/tf.math.subtract_56/fake_quantize/AsymmQuant/ReadVariableOp" -> "5649 maskrcnn/tf.math.subtract_56/fake_quantize/AsymmQuant/add_1"; -"5649 maskrcnn/tf.math.subtract_56/fake_quantize/AsymmQuant/add_1" -> "5651 maskrcnn/tf.math.subtract_56/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"5650 maskrcnn/tf.math.subtract_56/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "5651 maskrcnn/tf.math.subtract_56/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"5651 maskrcnn/tf.math.subtract_56/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "5653 maskrcnn/tf.concat_13/concat"; -"5652 maskrcnn/tf.concat_13/concat/axis" -> "5653 maskrcnn/tf.concat_13/concat"; -"5653 maskrcnn/tf.concat_13/concat" -> "5655 maskrcnn/tf.math.minimum_22/Minimum"; -"5654 maskrcnn/tf.stack_15/stack" -> "5655 maskrcnn/tf.math.minimum_22/Minimum"; -"5655 maskrcnn/tf.math.minimum_22/Minimum" -> "5665 maskrcnn/tf.math.minimum_22/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"5656 maskrcnn/tf.math.minimum_22/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "5657 maskrcnn/tf.math.minimum_22/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"5657 maskrcnn/tf.math.minimum_22/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "5658 maskrcnn/tf.math.minimum_22/fake_quantize/AsymmQuant/Abs"; -"5658 maskrcnn/tf.math.minimum_22/fake_quantize/AsymmQuant/Abs" -> "5660 maskrcnn/tf.math.minimum_22/fake_quantize/AsymmQuant/add"; -"5659 maskrcnn/tf.math.minimum_22/fake_quantize/AsymmQuant/add/y" -> "5660 maskrcnn/tf.math.minimum_22/fake_quantize/AsymmQuant/add"; -"5660 maskrcnn/tf.math.minimum_22/fake_quantize/AsymmQuant/add" -> "5663 maskrcnn/tf.math.minimum_22/fake_quantize/AsymmQuant/add_1"; -"5661 maskrcnn/tf.math.minimum_22/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "5662 maskrcnn/tf.math.minimum_22/fake_quantize/AsymmQuant/ReadVariableOp"; -"5661 maskrcnn/tf.math.minimum_22/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "5664 maskrcnn/tf.math.minimum_22/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"5662 maskrcnn/tf.math.minimum_22/fake_quantize/AsymmQuant/ReadVariableOp" -> "5663 maskrcnn/tf.math.minimum_22/fake_quantize/AsymmQuant/add_1"; -"5663 maskrcnn/tf.math.minimum_22/fake_quantize/AsymmQuant/add_1" -> "5665 maskrcnn/tf.math.minimum_22/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"5664 maskrcnn/tf.math.minimum_22/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "5665 maskrcnn/tf.math.minimum_22/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"5665 maskrcnn/tf.math.minimum_22/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "5669 maskrcnn/tf.math.maximum_8/Maximum"; -"5666 maskrcnn/tf.math.subtract_61/Sub/y" -> "5667 maskrcnn/tf.math.subtract_61/Sub"; -"5667 maskrcnn/tf.math.subtract_61/Sub" -> "5681 maskrcnn/tf.stack_16/stack"; -"5668 maskrcnn/tf.math.maximum_8/Maximum/y" -> "5669 maskrcnn/tf.math.maximum_8/Maximum"; -"5669 maskrcnn/tf.math.maximum_8/Maximum" -> "5679 maskrcnn/tf.math.maximum_8/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"5670 maskrcnn/tf.math.maximum_8/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "5671 maskrcnn/tf.math.maximum_8/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"5671 maskrcnn/tf.math.maximum_8/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "5672 maskrcnn/tf.math.maximum_8/fake_quantize/AsymmQuant/Abs"; -"5672 maskrcnn/tf.math.maximum_8/fake_quantize/AsymmQuant/Abs" -> "5674 maskrcnn/tf.math.maximum_8/fake_quantize/AsymmQuant/add"; -"5673 maskrcnn/tf.math.maximum_8/fake_quantize/AsymmQuant/add/y" -> "5674 maskrcnn/tf.math.maximum_8/fake_quantize/AsymmQuant/add"; -"5674 maskrcnn/tf.math.maximum_8/fake_quantize/AsymmQuant/add" -> "5677 maskrcnn/tf.math.maximum_8/fake_quantize/AsymmQuant/add_1"; -"5675 maskrcnn/tf.math.maximum_8/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "5676 maskrcnn/tf.math.maximum_8/fake_quantize/AsymmQuant/ReadVariableOp"; -"5675 maskrcnn/tf.math.maximum_8/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "5678 maskrcnn/tf.math.maximum_8/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"5676 maskrcnn/tf.math.maximum_8/fake_quantize/AsymmQuant/ReadVariableOp" -> "5677 maskrcnn/tf.math.maximum_8/fake_quantize/AsymmQuant/add_1"; -"5677 maskrcnn/tf.math.maximum_8/fake_quantize/AsymmQuant/add_1" -> "5679 maskrcnn/tf.math.maximum_8/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"5678 maskrcnn/tf.math.maximum_8/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "5679 maskrcnn/tf.math.maximum_8/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"5679 maskrcnn/tf.math.maximum_8/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "5682 maskrcnn/tf.reshape_38/Reshape"; -"5681 maskrcnn/tf.stack_16/stack" -> "5682 maskrcnn/tf.reshape_38/Reshape"; -"5682 maskrcnn/tf.reshape_38/Reshape" -> "5684 maskrcnn/tf.math.reduce_max/Max"; -"5682 maskrcnn/tf.reshape_38/Reshape" -> "5695 maskrcnn/tf.math.truediv_24/truediv"; -"5683 maskrcnn/tf.math.reduce_max/Const" -> "5684 maskrcnn/tf.math.reduce_max/Max"; -"5684 maskrcnn/tf.math.reduce_max/Max" -> "5694 maskrcnn/tf.math.reduce_max/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"5685 maskrcnn/tf.math.reduce_max/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "5686 maskrcnn/tf.math.reduce_max/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"5686 maskrcnn/tf.math.reduce_max/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "5687 maskrcnn/tf.math.reduce_max/fake_quantize/AsymmQuant/Abs"; -"5687 maskrcnn/tf.math.reduce_max/fake_quantize/AsymmQuant/Abs" -> "5689 maskrcnn/tf.math.reduce_max/fake_quantize/AsymmQuant/add"; -"5688 maskrcnn/tf.math.reduce_max/fake_quantize/AsymmQuant/add/y" -> "5689 maskrcnn/tf.math.reduce_max/fake_quantize/AsymmQuant/add"; -"5689 maskrcnn/tf.math.reduce_max/fake_quantize/AsymmQuant/add" -> "5692 maskrcnn/tf.math.reduce_max/fake_quantize/AsymmQuant/add_1"; -"5690 maskrcnn/tf.math.reduce_max/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "5691 maskrcnn/tf.math.reduce_max/fake_quantize/AsymmQuant/ReadVariableOp"; -"5690 maskrcnn/tf.math.reduce_max/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "5693 maskrcnn/tf.math.reduce_max/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"5691 maskrcnn/tf.math.reduce_max/fake_quantize/AsymmQuant/ReadVariableOp" -> "5692 maskrcnn/tf.math.reduce_max/fake_quantize/AsymmQuant/add_1"; -"5692 maskrcnn/tf.math.reduce_max/fake_quantize/AsymmQuant/add_1" -> "5694 maskrcnn/tf.math.reduce_max/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"5693 maskrcnn/tf.math.reduce_max/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "5694 maskrcnn/tf.math.reduce_max/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"5694 maskrcnn/tf.math.reduce_max/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "5695 maskrcnn/tf.math.truediv_24/truediv"; -"5694 maskrcnn/tf.math.reduce_max/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "5714 maskrcnn/tf.math.multiply_59/Mul"; -"5695 maskrcnn/tf.math.truediv_24/truediv" -> "5703 maskrcnn/tf.image.combined_non_max_suppression_5/combined_non_max_suppression/CombinedNonMaxSuppression"; -"5696 maskrcnn/tf.slice/Slice/begin" -> "5698 maskrcnn/tf.slice/Slice"; -"5697 maskrcnn/tf.slice/Slice/size" -> "5698 maskrcnn/tf.slice/Slice"; -"5698 maskrcnn/tf.slice/Slice" -> "5703 maskrcnn/tf.image.combined_non_max_suppression_5/combined_non_max_suppression/CombinedNonMaxSuppression"; -"5699 maskrcnn/tf.image.combined_non_max_suppression_5/combined_non_max_suppression/iou_threshold" -> "5703 maskrcnn/tf.image.combined_non_max_suppression_5/combined_non_max_suppression/CombinedNonMaxSuppression"; -"5700 maskrcnn/tf.image.combined_non_max_suppression_5/combined_non_max_suppression/score_threshold" -> "5703 maskrcnn/tf.image.combined_non_max_suppression_5/combined_non_max_suppression/CombinedNonMaxSuppression"; -"5701 maskrcnn/tf.image.combined_non_max_suppression_5/combined_non_max_suppression/Const" -> "5703 maskrcnn/tf.image.combined_non_max_suppression_5/combined_non_max_suppression/CombinedNonMaxSuppression"; -"5702 maskrcnn/tf.image.combined_non_max_suppression_5/combined_non_max_suppression/CombinedNonMaxSuppression/max_output_size_per_class" -> "5703 maskrcnn/tf.image.combined_non_max_suppression_5/combined_non_max_suppression/CombinedNonMaxSuppression"; -"5703 maskrcnn/tf.image.combined_non_max_suppression_5/combined_non_max_suppression/CombinedNonMaxSuppression" -> "5713 maskrcnn/tf.math.multiply_59/fake_quantize_I0/AsymmQuant/FakeQuantWithMinMaxVars"; -"5703 maskrcnn/tf.image.combined_non_max_suppression_5/combined_non_max_suppression/CombinedNonMaxSuppression" -> "7373 maskrcnn/tf.cast_32/Cast"; -"5703 maskrcnn/tf.image.combined_non_max_suppression_5/combined_non_max_suppression/CombinedNonMaxSuppression" -> "20398 Identity_5"; -"5703 maskrcnn/tf.image.combined_non_max_suppression_5/combined_non_max_suppression/CombinedNonMaxSuppression" -> "20399 Identity_6"; -"5704 maskrcnn/tf.math.multiply_59/fake_quantize_I0/AsymmQuant/Abs/ReadVariableOp/resource" -> "5705 maskrcnn/tf.math.multiply_59/fake_quantize_I0/AsymmQuant/Abs/ReadVariableOp"; -"5705 maskrcnn/tf.math.multiply_59/fake_quantize_I0/AsymmQuant/Abs/ReadVariableOp" -> "5706 maskrcnn/tf.math.multiply_59/fake_quantize_I0/AsymmQuant/Abs"; -"5706 maskrcnn/tf.math.multiply_59/fake_quantize_I0/AsymmQuant/Abs" -> "5708 maskrcnn/tf.math.multiply_59/fake_quantize_I0/AsymmQuant/add"; -"5707 maskrcnn/tf.math.multiply_59/fake_quantize_I0/AsymmQuant/add/y" -> "5708 maskrcnn/tf.math.multiply_59/fake_quantize_I0/AsymmQuant/add"; -"5708 maskrcnn/tf.math.multiply_59/fake_quantize_I0/AsymmQuant/add" -> "5711 maskrcnn/tf.math.multiply_59/fake_quantize_I0/AsymmQuant/add_1"; -"5709 maskrcnn/tf.math.multiply_59/fake_quantize_I0/AsymmQuant/ReadVariableOp/resource" -> "5710 maskrcnn/tf.math.multiply_59/fake_quantize_I0/AsymmQuant/ReadVariableOp"; -"5709 maskrcnn/tf.math.multiply_59/fake_quantize_I0/AsymmQuant/ReadVariableOp/resource" -> "5712 maskrcnn/tf.math.multiply_59/fake_quantize_I0/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"5710 maskrcnn/tf.math.multiply_59/fake_quantize_I0/AsymmQuant/ReadVariableOp" -> "5711 maskrcnn/tf.math.multiply_59/fake_quantize_I0/AsymmQuant/add_1"; -"5711 maskrcnn/tf.math.multiply_59/fake_quantize_I0/AsymmQuant/add_1" -> "5713 maskrcnn/tf.math.multiply_59/fake_quantize_I0/AsymmQuant/FakeQuantWithMinMaxVars"; -"5712 maskrcnn/tf.math.multiply_59/fake_quantize_I0/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "5713 maskrcnn/tf.math.multiply_59/fake_quantize_I0/AsymmQuant/FakeQuantWithMinMaxVars"; -"5713 maskrcnn/tf.math.multiply_59/fake_quantize_I0/AsymmQuant/FakeQuantWithMinMaxVars" -> "5714 maskrcnn/tf.math.multiply_59/Mul"; -"5714 maskrcnn/tf.math.multiply_59/Mul" -> "5724 maskrcnn/tf.math.multiply_59/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"5715 maskrcnn/tf.math.multiply_59/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "5716 maskrcnn/tf.math.multiply_59/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"5716 maskrcnn/tf.math.multiply_59/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "5717 maskrcnn/tf.math.multiply_59/fake_quantize/AsymmQuant/Abs"; -"5717 maskrcnn/tf.math.multiply_59/fake_quantize/AsymmQuant/Abs" -> "5719 maskrcnn/tf.math.multiply_59/fake_quantize/AsymmQuant/add"; -"5718 maskrcnn/tf.math.multiply_59/fake_quantize/AsymmQuant/add/y" -> "5719 maskrcnn/tf.math.multiply_59/fake_quantize/AsymmQuant/add"; -"5719 maskrcnn/tf.math.multiply_59/fake_quantize/AsymmQuant/add" -> "5722 maskrcnn/tf.math.multiply_59/fake_quantize/AsymmQuant/add_1"; -"5720 maskrcnn/tf.math.multiply_59/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "5721 maskrcnn/tf.math.multiply_59/fake_quantize/AsymmQuant/ReadVariableOp"; -"5720 maskrcnn/tf.math.multiply_59/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "5723 maskrcnn/tf.math.multiply_59/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"5721 maskrcnn/tf.math.multiply_59/fake_quantize/AsymmQuant/ReadVariableOp" -> "5722 maskrcnn/tf.math.multiply_59/fake_quantize/AsymmQuant/add_1"; -"5722 maskrcnn/tf.math.multiply_59/fake_quantize/AsymmQuant/add_1" -> "5724 maskrcnn/tf.math.multiply_59/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"5723 maskrcnn/tf.math.multiply_59/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "5724 maskrcnn/tf.math.multiply_59/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"5724 maskrcnn/tf.math.multiply_59/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "5728 maskrcnn/tf.__operators__.getitem_72/strided_slice"; -"5724 maskrcnn/tf.math.multiply_59/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "5732 maskrcnn/tf.__operators__.getitem_73/strided_slice"; -"5724 maskrcnn/tf.math.multiply_59/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "5736 maskrcnn/tf.__operators__.getitem_74/strided_slice"; -"5724 maskrcnn/tf.math.multiply_59/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "5740 maskrcnn/tf.__operators__.getitem_75/strided_slice"; -"5724 maskrcnn/tf.math.multiply_59/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "5844 maskrcnn/tf.math.truediv_26/truediv"; -"5724 maskrcnn/tf.math.multiply_59/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "20395 Identity_2"; -"5725 maskrcnn/tf.__operators__.getitem_72/strided_slice/stack" -> "5728 maskrcnn/tf.__operators__.getitem_72/strided_slice"; -"5726 maskrcnn/tf.__operators__.getitem_72/strided_slice/stack_1" -> "5728 maskrcnn/tf.__operators__.getitem_72/strided_slice"; -"5727 maskrcnn/tf.__operators__.getitem_72/strided_slice/stack_2" -> "5728 maskrcnn/tf.__operators__.getitem_72/strided_slice"; -"5728 maskrcnn/tf.__operators__.getitem_72/strided_slice" -> "5741 maskrcnn/tf.math.subtract_62/Sub"; -"5729 maskrcnn/tf.__operators__.getitem_73/strided_slice/stack" -> "5732 maskrcnn/tf.__operators__.getitem_73/strided_slice"; -"5730 maskrcnn/tf.__operators__.getitem_73/strided_slice/stack_1" -> "5732 maskrcnn/tf.__operators__.getitem_73/strided_slice"; -"5731 maskrcnn/tf.__operators__.getitem_73/strided_slice/stack_2" -> "5732 maskrcnn/tf.__operators__.getitem_73/strided_slice"; -"5732 maskrcnn/tf.__operators__.getitem_73/strided_slice" -> "5741 maskrcnn/tf.math.subtract_62/Sub"; -"5733 maskrcnn/tf.__operators__.getitem_74/strided_slice/stack" -> "5736 maskrcnn/tf.__operators__.getitem_74/strided_slice"; -"5734 maskrcnn/tf.__operators__.getitem_74/strided_slice/stack_1" -> "5736 maskrcnn/tf.__operators__.getitem_74/strided_slice"; -"5735 maskrcnn/tf.__operators__.getitem_74/strided_slice/stack_2" -> "5736 maskrcnn/tf.__operators__.getitem_74/strided_slice"; -"5736 maskrcnn/tf.__operators__.getitem_74/strided_slice" -> "5742 maskrcnn/tf.math.subtract_63/Sub"; -"5737 maskrcnn/tf.__operators__.getitem_75/strided_slice/stack" -> "5740 maskrcnn/tf.__operators__.getitem_75/strided_slice"; -"5738 maskrcnn/tf.__operators__.getitem_75/strided_slice/stack_1" -> "5740 maskrcnn/tf.__operators__.getitem_75/strided_slice"; -"5739 maskrcnn/tf.__operators__.getitem_75/strided_slice/stack_2" -> "5740 maskrcnn/tf.__operators__.getitem_75/strided_slice"; -"5740 maskrcnn/tf.__operators__.getitem_75/strided_slice" -> "5742 maskrcnn/tf.math.subtract_63/Sub"; -"5741 maskrcnn/tf.math.subtract_62/Sub" -> "5752 maskrcnn/tf.math.subtract_62/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"5742 maskrcnn/tf.math.subtract_63/Sub" -> "5762 maskrcnn/tf.math.subtract_63/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"5743 maskrcnn/tf.math.subtract_62/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "5744 maskrcnn/tf.math.subtract_62/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"5744 maskrcnn/tf.math.subtract_62/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "5745 maskrcnn/tf.math.subtract_62/fake_quantize/AsymmQuant/Abs"; -"5745 maskrcnn/tf.math.subtract_62/fake_quantize/AsymmQuant/Abs" -> "5747 maskrcnn/tf.math.subtract_62/fake_quantize/AsymmQuant/add"; -"5746 maskrcnn/tf.math.subtract_62/fake_quantize/AsymmQuant/add/y" -> "5747 maskrcnn/tf.math.subtract_62/fake_quantize/AsymmQuant/add"; -"5747 maskrcnn/tf.math.subtract_62/fake_quantize/AsymmQuant/add" -> "5750 maskrcnn/tf.math.subtract_62/fake_quantize/AsymmQuant/add_1"; -"5748 maskrcnn/tf.math.subtract_62/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "5749 maskrcnn/tf.math.subtract_62/fake_quantize/AsymmQuant/ReadVariableOp"; -"5748 maskrcnn/tf.math.subtract_62/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "5751 maskrcnn/tf.math.subtract_62/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"5749 maskrcnn/tf.math.subtract_62/fake_quantize/AsymmQuant/ReadVariableOp" -> "5750 maskrcnn/tf.math.subtract_62/fake_quantize/AsymmQuant/add_1"; -"5750 maskrcnn/tf.math.subtract_62/fake_quantize/AsymmQuant/add_1" -> "5752 maskrcnn/tf.math.subtract_62/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"5751 maskrcnn/tf.math.subtract_62/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "5752 maskrcnn/tf.math.subtract_62/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"5752 maskrcnn/tf.math.subtract_62/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "5763 maskrcnn/tf.math.multiply_60/Mul"; -"5752 maskrcnn/tf.math.subtract_62/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "5842 maskrcnn/tf.math.truediv_27/truediv"; -"5753 maskrcnn/tf.math.subtract_63/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "5754 maskrcnn/tf.math.subtract_63/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"5754 maskrcnn/tf.math.subtract_63/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "5755 maskrcnn/tf.math.subtract_63/fake_quantize/AsymmQuant/Abs"; -"5755 maskrcnn/tf.math.subtract_63/fake_quantize/AsymmQuant/Abs" -> "5757 maskrcnn/tf.math.subtract_63/fake_quantize/AsymmQuant/add"; -"5756 maskrcnn/tf.math.subtract_63/fake_quantize/AsymmQuant/add/y" -> "5757 maskrcnn/tf.math.subtract_63/fake_quantize/AsymmQuant/add"; -"5757 maskrcnn/tf.math.subtract_63/fake_quantize/AsymmQuant/add" -> "5760 maskrcnn/tf.math.subtract_63/fake_quantize/AsymmQuant/add_1"; -"5758 maskrcnn/tf.math.subtract_63/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "5759 maskrcnn/tf.math.subtract_63/fake_quantize/AsymmQuant/ReadVariableOp"; -"5758 maskrcnn/tf.math.subtract_63/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "5761 maskrcnn/tf.math.subtract_63/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"5759 maskrcnn/tf.math.subtract_63/fake_quantize/AsymmQuant/ReadVariableOp" -> "5760 maskrcnn/tf.math.subtract_63/fake_quantize/AsymmQuant/add_1"; -"5760 maskrcnn/tf.math.subtract_63/fake_quantize/AsymmQuant/add_1" -> "5762 maskrcnn/tf.math.subtract_63/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"5761 maskrcnn/tf.math.subtract_63/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "5762 maskrcnn/tf.math.subtract_63/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"5762 maskrcnn/tf.math.subtract_63/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "5763 maskrcnn/tf.math.multiply_60/Mul"; -"5762 maskrcnn/tf.math.subtract_63/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "5843 maskrcnn/tf.math.truediv_28/truediv"; -"5763 maskrcnn/tf.math.multiply_60/Mul" -> "5773 maskrcnn/tf.math.multiply_60/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"5764 maskrcnn/tf.math.multiply_60/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "5765 maskrcnn/tf.math.multiply_60/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"5765 maskrcnn/tf.math.multiply_60/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "5766 maskrcnn/tf.math.multiply_60/fake_quantize/AsymmQuant/Abs"; -"5766 maskrcnn/tf.math.multiply_60/fake_quantize/AsymmQuant/Abs" -> "5768 maskrcnn/tf.math.multiply_60/fake_quantize/AsymmQuant/add"; -"5767 maskrcnn/tf.math.multiply_60/fake_quantize/AsymmQuant/add/y" 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maskrcnn/tf.compat.v1.floor_div_1/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "5806 maskrcnn/tf.compat.v1.floor_div_1/fake_quantize/AsymmQuant/ReadVariableOp"; -"5805 maskrcnn/tf.compat.v1.floor_div_1/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "5808 maskrcnn/tf.compat.v1.floor_div_1/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"5806 maskrcnn/tf.compat.v1.floor_div_1/fake_quantize/AsymmQuant/ReadVariableOp" -> "5807 maskrcnn/tf.compat.v1.floor_div_1/fake_quantize/AsymmQuant/add_1"; -"5807 maskrcnn/tf.compat.v1.floor_div_1/fake_quantize/AsymmQuant/add_1" -> "5809 maskrcnn/tf.compat.v1.floor_div_1/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"5808 maskrcnn/tf.compat.v1.floor_div_1/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "5809 maskrcnn/tf.compat.v1.floor_div_1/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"5809 maskrcnn/tf.compat.v1.floor_div_1/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "5811 maskrcnn/tf.__operators__.add_68/AddV2"; -"5810 maskrcnn/tf.__operators__.add_68/y" -> "5811 maskrcnn/tf.__operators__.add_68/AddV2"; -"5811 maskrcnn/tf.__operators__.add_68/AddV2" -> "5812 maskrcnn/tf.cast_34/Cast"; -"5812 maskrcnn/tf.cast_34/Cast" -> "5814 maskrcnn/tf.math.maximum_9/Maximum"; -"5813 maskrcnn/tf.math.maximum_9/Maximum/y" -> "5814 maskrcnn/tf.math.maximum_9/Maximum"; -"5814 maskrcnn/tf.math.maximum_9/Maximum" -> "5816 maskrcnn/tf.math.minimum_23/Minimum"; -"5816 maskrcnn/tf.math.minimum_23/Minimum" -> "5817 maskrcnn/tf.cast_35/Cast"; -"5816 maskrcnn/tf.math.minimum_23/Minimum" -> "5846 maskrcnn/tf.math.subtract_64/Sub"; -"5817 maskrcnn/tf.cast_35/Cast" -> "5827 maskrcnn/tf.cast_35/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"5818 maskrcnn/tf.cast_35/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "5819 maskrcnn/tf.cast_35/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"5819 maskrcnn/tf.cast_35/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "5820 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maskrcnn/mask-conv-l0/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"7248 maskrcnn/mask-conv-l0/fake_quantize/AsymmQuant/ReadVariableOp" -> "7249 maskrcnn/mask-conv-l0/fake_quantize/AsymmQuant/add_1"; -"7249 maskrcnn/mask-conv-l0/fake_quantize/AsymmQuant/add_1" -> "7251 maskrcnn/mask-conv-l0/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"7250 maskrcnn/mask-conv-l0/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "7251 maskrcnn/mask-conv-l0/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"7251 maskrcnn/mask-conv-l0/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "7263 maskrcnn/mask-conv-l1/Conv2D"; -"7252 maskrcnn/mask-conv-l1/SymmQuant/Abs/ReadVariableOp/resource" -> "7253 maskrcnn/mask-conv-l1/SymmQuant/Abs/ReadVariableOp"; -"7253 maskrcnn/mask-conv-l1/SymmQuant/Abs/ReadVariableOp" -> "7254 maskrcnn/mask-conv-l1/SymmQuant/Abs"; -"7254 maskrcnn/mask-conv-l1/SymmQuant/Abs" -> "7256 maskrcnn/mask-conv-l1/SymmQuant/add"; -"7255 maskrcnn/mask-conv-l1/SymmQuant/add/y" -> "7256 maskrcnn/mask-conv-l1/SymmQuant/add"; -"7256 maskrcnn/mask-conv-l1/SymmQuant/add" -> "7259 maskrcnn/mask-conv-l1/SymmQuant/mul"; -"7256 maskrcnn/mask-conv-l1/SymmQuant/add" -> "7262 maskrcnn/mask-conv-l1/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"7257 maskrcnn/mask-conv-l1/SymmQuant/mul/ReadVariableOp/resource" -> "7258 maskrcnn/mask-conv-l1/SymmQuant/mul/ReadVariableOp"; -"7258 maskrcnn/mask-conv-l1/SymmQuant/mul/ReadVariableOp" -> "7259 maskrcnn/mask-conv-l1/SymmQuant/mul"; -"7259 maskrcnn/mask-conv-l1/SymmQuant/mul" -> "7262 maskrcnn/mask-conv-l1/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"7260 maskrcnn/mask-conv-l1/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "7261 maskrcnn/mask-conv-l1/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"7261 maskrcnn/mask-conv-l1/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "7262 maskrcnn/mask-conv-l1/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"7262 maskrcnn/mask-conv-l1/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "7263 maskrcnn/mask-conv-l1/Conv2D"; -"7263 maskrcnn/mask-conv-l1/Conv2D" -> "7266 maskrcnn/mask-conv-l1/BiasAdd"; -"7264 maskrcnn/mask-conv-l1/BiasAdd/ReadVariableOp/resource" -> "7265 maskrcnn/mask-conv-l1/BiasAdd/ReadVariableOp"; -"7265 maskrcnn/mask-conv-l1/BiasAdd/ReadVariableOp" -> "7266 maskrcnn/mask-conv-l1/BiasAdd"; -"7266 maskrcnn/mask-conv-l1/BiasAdd" -> "7267 maskrcnn/mask-conv-l1/Relu"; -"7267 maskrcnn/mask-conv-l1/Relu" -> "7277 maskrcnn/mask-conv-l1/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"7268 maskrcnn/mask-conv-l1/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "7269 maskrcnn/mask-conv-l1/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"7269 maskrcnn/mask-conv-l1/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "7270 maskrcnn/mask-conv-l1/fake_quantize/AsymmQuant/Abs"; -"7270 maskrcnn/mask-conv-l1/fake_quantize/AsymmQuant/Abs" -> "7272 maskrcnn/mask-conv-l1/fake_quantize/AsymmQuant/add"; -"7271 maskrcnn/mask-conv-l1/fake_quantize/AsymmQuant/add/y" -> "7272 maskrcnn/mask-conv-l1/fake_quantize/AsymmQuant/add"; -"7272 maskrcnn/mask-conv-l1/fake_quantize/AsymmQuant/add" -> "7275 maskrcnn/mask-conv-l1/fake_quantize/AsymmQuant/add_1"; -"7273 maskrcnn/mask-conv-l1/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "7274 maskrcnn/mask-conv-l1/fake_quantize/AsymmQuant/ReadVariableOp"; -"7273 maskrcnn/mask-conv-l1/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "7276 maskrcnn/mask-conv-l1/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"7274 maskrcnn/mask-conv-l1/fake_quantize/AsymmQuant/ReadVariableOp" -> "7275 maskrcnn/mask-conv-l1/fake_quantize/AsymmQuant/add_1"; -"7275 maskrcnn/mask-conv-l1/fake_quantize/AsymmQuant/add_1" -> "7277 maskrcnn/mask-conv-l1/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"7276 maskrcnn/mask-conv-l1/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "7277 maskrcnn/mask-conv-l1/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"7277 maskrcnn/mask-conv-l1/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "7289 maskrcnn/mask-conv-l2/Conv2D"; -"7278 maskrcnn/mask-conv-l2/SymmQuant/Abs/ReadVariableOp/resource" -> "7279 maskrcnn/mask-conv-l2/SymmQuant/Abs/ReadVariableOp"; -"7279 maskrcnn/mask-conv-l2/SymmQuant/Abs/ReadVariableOp" -> "7280 maskrcnn/mask-conv-l2/SymmQuant/Abs"; -"7280 maskrcnn/mask-conv-l2/SymmQuant/Abs" -> "7282 maskrcnn/mask-conv-l2/SymmQuant/add"; -"7281 maskrcnn/mask-conv-l2/SymmQuant/add/y" -> "7282 maskrcnn/mask-conv-l2/SymmQuant/add"; -"7282 maskrcnn/mask-conv-l2/SymmQuant/add" -> "7285 maskrcnn/mask-conv-l2/SymmQuant/mul"; -"7282 maskrcnn/mask-conv-l2/SymmQuant/add" -> "7288 maskrcnn/mask-conv-l2/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"7283 maskrcnn/mask-conv-l2/SymmQuant/mul/ReadVariableOp/resource" -> "7284 maskrcnn/mask-conv-l2/SymmQuant/mul/ReadVariableOp"; -"7284 maskrcnn/mask-conv-l2/SymmQuant/mul/ReadVariableOp" -> "7285 maskrcnn/mask-conv-l2/SymmQuant/mul"; -"7285 maskrcnn/mask-conv-l2/SymmQuant/mul" -> "7288 maskrcnn/mask-conv-l2/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"7286 maskrcnn/mask-conv-l2/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "7287 maskrcnn/mask-conv-l2/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"7287 maskrcnn/mask-conv-l2/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "7288 maskrcnn/mask-conv-l2/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"7288 maskrcnn/mask-conv-l2/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "7289 maskrcnn/mask-conv-l2/Conv2D"; -"7289 maskrcnn/mask-conv-l2/Conv2D" -> "7292 maskrcnn/mask-conv-l2/BiasAdd"; -"7290 maskrcnn/mask-conv-l2/BiasAdd/ReadVariableOp/resource" -> "7291 maskrcnn/mask-conv-l2/BiasAdd/ReadVariableOp"; -"7291 maskrcnn/mask-conv-l2/BiasAdd/ReadVariableOp" -> "7292 maskrcnn/mask-conv-l2/BiasAdd"; -"7292 maskrcnn/mask-conv-l2/BiasAdd" -> "7293 maskrcnn/mask-conv-l2/Relu"; -"7293 maskrcnn/mask-conv-l2/Relu" -> "7303 maskrcnn/mask-conv-l2/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"7294 maskrcnn/mask-conv-l2/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "7295 maskrcnn/mask-conv-l2/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"7295 maskrcnn/mask-conv-l2/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "7296 maskrcnn/mask-conv-l2/fake_quantize/AsymmQuant/Abs"; -"7296 maskrcnn/mask-conv-l2/fake_quantize/AsymmQuant/Abs" -> "7298 maskrcnn/mask-conv-l2/fake_quantize/AsymmQuant/add"; -"7297 maskrcnn/mask-conv-l2/fake_quantize/AsymmQuant/add/y" -> "7298 maskrcnn/mask-conv-l2/fake_quantize/AsymmQuant/add"; -"7298 maskrcnn/mask-conv-l2/fake_quantize/AsymmQuant/add" -> "7301 maskrcnn/mask-conv-l2/fake_quantize/AsymmQuant/add_1"; -"7299 maskrcnn/mask-conv-l2/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "7300 maskrcnn/mask-conv-l2/fake_quantize/AsymmQuant/ReadVariableOp"; -"7299 maskrcnn/mask-conv-l2/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "7302 maskrcnn/mask-conv-l2/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"7300 maskrcnn/mask-conv-l2/fake_quantize/AsymmQuant/ReadVariableOp" -> "7301 maskrcnn/mask-conv-l2/fake_quantize/AsymmQuant/add_1"; -"7301 maskrcnn/mask-conv-l2/fake_quantize/AsymmQuant/add_1" -> "7303 maskrcnn/mask-conv-l2/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"7302 maskrcnn/mask-conv-l2/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "7303 maskrcnn/mask-conv-l2/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"7303 maskrcnn/mask-conv-l2/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "7315 maskrcnn/mask-conv-l3/Conv2D"; -"7304 maskrcnn/mask-conv-l3/SymmQuant/Abs/ReadVariableOp/resource" -> "7305 maskrcnn/mask-conv-l3/SymmQuant/Abs/ReadVariableOp"; -"7305 maskrcnn/mask-conv-l3/SymmQuant/Abs/ReadVariableOp" -> "7306 maskrcnn/mask-conv-l3/SymmQuant/Abs"; -"7306 maskrcnn/mask-conv-l3/SymmQuant/Abs" -> "7308 maskrcnn/mask-conv-l3/SymmQuant/add"; -"7307 maskrcnn/mask-conv-l3/SymmQuant/add/y" -> "7308 maskrcnn/mask-conv-l3/SymmQuant/add"; -"7308 maskrcnn/mask-conv-l3/SymmQuant/add" -> "7311 maskrcnn/mask-conv-l3/SymmQuant/mul"; -"7308 maskrcnn/mask-conv-l3/SymmQuant/add" -> "7314 maskrcnn/mask-conv-l3/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"7309 maskrcnn/mask-conv-l3/SymmQuant/mul/ReadVariableOp/resource" -> "7310 maskrcnn/mask-conv-l3/SymmQuant/mul/ReadVariableOp"; -"7310 maskrcnn/mask-conv-l3/SymmQuant/mul/ReadVariableOp" -> "7311 maskrcnn/mask-conv-l3/SymmQuant/mul"; -"7311 maskrcnn/mask-conv-l3/SymmQuant/mul" -> "7314 maskrcnn/mask-conv-l3/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"7312 maskrcnn/mask-conv-l3/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp/resource" -> "7313 maskrcnn/mask-conv-l3/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp"; -"7313 maskrcnn/mask-conv-l3/SymmQuant/FakeQuantWithMinMaxVarsPerChannel/ReadVariableOp" -> "7314 maskrcnn/mask-conv-l3/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"7314 maskrcnn/mask-conv-l3/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "7315 maskrcnn/mask-conv-l3/Conv2D"; -"7315 maskrcnn/mask-conv-l3/Conv2D" -> "7318 maskrcnn/mask-conv-l3/BiasAdd"; -"7316 maskrcnn/mask-conv-l3/BiasAdd/ReadVariableOp/resource" -> "7317 maskrcnn/mask-conv-l3/BiasAdd/ReadVariableOp"; -"7317 maskrcnn/mask-conv-l3/BiasAdd/ReadVariableOp" -> "7318 maskrcnn/mask-conv-l3/BiasAdd"; -"7318 maskrcnn/mask-conv-l3/BiasAdd" -> "7319 maskrcnn/mask-conv-l3/Relu"; -"7319 maskrcnn/mask-conv-l3/Relu" -> "7329 maskrcnn/mask-conv-l3/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"7320 maskrcnn/mask-conv-l3/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "7321 maskrcnn/mask-conv-l3/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"7321 maskrcnn/mask-conv-l3/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "7322 maskrcnn/mask-conv-l3/fake_quantize/AsymmQuant/Abs"; -"7322 maskrcnn/mask-conv-l3/fake_quantize/AsymmQuant/Abs" -> "7324 maskrcnn/mask-conv-l3/fake_quantize/AsymmQuant/add"; -"7323 maskrcnn/mask-conv-l3/fake_quantize/AsymmQuant/add/y" -> "7324 maskrcnn/mask-conv-l3/fake_quantize/AsymmQuant/add"; -"7324 maskrcnn/mask-conv-l3/fake_quantize/AsymmQuant/add" -> "7327 maskrcnn/mask-conv-l3/fake_quantize/AsymmQuant/add_1"; -"7325 maskrcnn/mask-conv-l3/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "7326 maskrcnn/mask-conv-l3/fake_quantize/AsymmQuant/ReadVariableOp"; -"7325 maskrcnn/mask-conv-l3/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "7328 maskrcnn/mask-conv-l3/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"7326 maskrcnn/mask-conv-l3/fake_quantize/AsymmQuant/ReadVariableOp" -> "7327 maskrcnn/mask-conv-l3/fake_quantize/AsymmQuant/add_1"; -"7327 maskrcnn/mask-conv-l3/fake_quantize/AsymmQuant/add_1" -> "7329 maskrcnn/mask-conv-l3/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"7328 maskrcnn/mask-conv-l3/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "7329 maskrcnn/mask-conv-l3/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"7329 maskrcnn/mask-conv-l3/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "7358 maskrcnn/conv5-mask/conv2d_transpose"; -"7330 maskrcnn/conv5-mask/transpose/ReadVariableOp/resource" -> "7331 maskrcnn/conv5-mask/transpose/ReadVariableOp"; -"7331 maskrcnn/conv5-mask/transpose/ReadVariableOp" -> "7333 maskrcnn/conv5-mask/transpose"; -"7332 maskrcnn/conv5-mask/transpose/perm" -> "7333 maskrcnn/conv5-mask/transpose"; -"7333 maskrcnn/conv5-mask/transpose" -> "7342 maskrcnn/conv5-mask/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"7334 maskrcnn/conv5-mask/SymmQuant/Abs/ReadVariableOp/resource" -> "7335 maskrcnn/conv5-mask/SymmQuant/Abs/ReadVariableOp"; -"7335 maskrcnn/conv5-mask/SymmQuant/Abs/ReadVariableOp" -> "7336 maskrcnn/conv5-mask/SymmQuant/Abs"; -"7336 maskrcnn/conv5-mask/SymmQuant/Abs" -> "7338 maskrcnn/conv5-mask/SymmQuant/add"; -"7337 maskrcnn/conv5-mask/SymmQuant/add/y" -> "7338 maskrcnn/conv5-mask/SymmQuant/add"; -"7338 maskrcnn/conv5-mask/SymmQuant/add" -> "7341 maskrcnn/conv5-mask/SymmQuant/mul"; -"7338 maskrcnn/conv5-mask/SymmQuant/add" -> "7342 maskrcnn/conv5-mask/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"7339 maskrcnn/conv5-mask/SymmQuant/mul/ReadVariableOp/resource" -> "7340 maskrcnn/conv5-mask/SymmQuant/mul/ReadVariableOp"; -"7340 maskrcnn/conv5-mask/SymmQuant/mul/ReadVariableOp" -> "7341 maskrcnn/conv5-mask/SymmQuant/mul"; -"7341 maskrcnn/conv5-mask/SymmQuant/mul" -> "7342 maskrcnn/conv5-mask/SymmQuant/FakeQuantWithMinMaxVarsPerChannel"; -"7342 maskrcnn/conv5-mask/SymmQuant/FakeQuantWithMinMaxVarsPerChannel" -> "7344 maskrcnn/conv5-mask/transpose_1"; -"7343 maskrcnn/conv5-mask/transpose_1/perm" -> "7344 maskrcnn/conv5-mask/transpose_1"; -"7344 maskrcnn/conv5-mask/transpose_1" -> "7358 maskrcnn/conv5-mask/conv2d_transpose"; -"7345 maskrcnn/conv5-mask/Shape" -> "7349 maskrcnn/conv5-mask/strided_slice"; -"7346 maskrcnn/conv5-mask/strided_slice/stack" -> "7349 maskrcnn/conv5-mask/strided_slice"; -"7347 maskrcnn/conv5-mask/strided_slice/stack_1" -> "7349 maskrcnn/conv5-mask/strided_slice"; -"7348 maskrcnn/conv5-mask/strided_slice/stack_2" -> "7349 maskrcnn/conv5-mask/strided_slice"; -"7349 maskrcnn/conv5-mask/strided_slice" -> "7353 maskrcnn/conv5-mask/stack"; -"7350 maskrcnn/conv5-mask/stack/1" -> "7353 maskrcnn/conv5-mask/stack"; -"7351 maskrcnn/conv5-mask/stack/2" -> "7353 maskrcnn/conv5-mask/stack"; -"7352 maskrcnn/conv5-mask/stack/3" -> "7353 maskrcnn/conv5-mask/stack"; -"7353 maskrcnn/conv5-mask/stack" -> "7357 maskrcnn/conv5-mask/strided_slice_1"; -"7353 maskrcnn/conv5-mask/stack" -> "7358 maskrcnn/conv5-mask/conv2d_transpose"; -"7354 maskrcnn/conv5-mask/strided_slice_1/stack" -> "7357 maskrcnn/conv5-mask/strided_slice_1"; -"7355 maskrcnn/conv5-mask/strided_slice_1/stack_1" -> "7357 maskrcnn/conv5-mask/strided_slice_1"; -"7356 maskrcnn/conv5-mask/strided_slice_1/stack_2" -> "7357 maskrcnn/conv5-mask/strided_slice_1"; -"7358 maskrcnn/conv5-mask/conv2d_transpose" -> "7361 maskrcnn/conv5-mask/BiasAdd"; -"7359 maskrcnn/conv5-mask/BiasAdd/ReadVariableOp/resource" -> "7360 maskrcnn/conv5-mask/BiasAdd/ReadVariableOp"; -"7360 maskrcnn/conv5-mask/BiasAdd/ReadVariableOp" -> "7361 maskrcnn/conv5-mask/BiasAdd"; -"7361 maskrcnn/conv5-mask/BiasAdd" -> "7362 maskrcnn/conv5-mask/Relu"; -"7362 maskrcnn/conv5-mask/Relu" -> "7372 maskrcnn/conv5-mask/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"7363 maskrcnn/conv5-mask/fake_quantize/AsymmQuant/Abs/ReadVariableOp/resource" -> "7364 maskrcnn/conv5-mask/fake_quantize/AsymmQuant/Abs/ReadVariableOp"; -"7364 maskrcnn/conv5-mask/fake_quantize/AsymmQuant/Abs/ReadVariableOp" -> "7365 maskrcnn/conv5-mask/fake_quantize/AsymmQuant/Abs"; -"7365 maskrcnn/conv5-mask/fake_quantize/AsymmQuant/Abs" -> "7367 maskrcnn/conv5-mask/fake_quantize/AsymmQuant/add"; -"7366 maskrcnn/conv5-mask/fake_quantize/AsymmQuant/add/y" -> "7367 maskrcnn/conv5-mask/fake_quantize/AsymmQuant/add"; -"7367 maskrcnn/conv5-mask/fake_quantize/AsymmQuant/add" -> "7370 maskrcnn/conv5-mask/fake_quantize/AsymmQuant/add_1"; -"7368 maskrcnn/conv5-mask/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "7369 maskrcnn/conv5-mask/fake_quantize/AsymmQuant/ReadVariableOp"; -"7368 maskrcnn/conv5-mask/fake_quantize/AsymmQuant/ReadVariableOp/resource" -> "7371 maskrcnn/conv5-mask/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"7369 maskrcnn/conv5-mask/fake_quantize/AsymmQuant/ReadVariableOp" -> "7370 maskrcnn/conv5-mask/fake_quantize/AsymmQuant/add_1"; -"7370 maskrcnn/conv5-mask/fake_quantize/AsymmQuant/add_1" -> "7372 maskrcnn/conv5-mask/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"7371 maskrcnn/conv5-mask/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "7372 maskrcnn/conv5-mask/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars"; -"7372 maskrcnn/conv5-mask/fake_quantize/AsymmQuant/FakeQuantWithMinMaxVars" -> "7387 maskrcnn/mask_fcn_logits/Conv2D"; -"7373 maskrcnn/tf.cast_32/Cast" -> "7375 maskrcnn/tf.__operators__.add_67/AddV2"; -"7374 maskrcnn/tf.__operators__.add_67/y" -> "7375 maskrcnn/tf.__operators__.add_67/AddV2"; -"7375 maskrcnn/tf.__operators__.add_67/AddV2" -> "20390 maskrcnn/tf.stack_23/stack_1"; -"7375 maskrcnn/tf.__operators__.add_67/AddV2" -> "20396 Identity_3"; -"7376 maskrcnn/mask_fcn_logits/SymmQuant/Abs/ReadVariableOp/resource" -> "7377 maskrcnn/mask_fcn_logits/SymmQuant/Abs/ReadVariableOp"; -"7377 maskrcnn/mask_fcn_logits/SymmQuant/Abs/ReadVariableOp" -> "7378 maskrcnn/mask_fcn_logits/SymmQuant/Abs"; -"7378 maskrcnn/mask_fcn_logits/SymmQuant/Abs" -> "7380 maskrcnn/mask_fcn_logits/SymmQuant/add"; -"7379 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maskrcnn/tf.stack_23/stack_1/values_1" -> "20390 maskrcnn/tf.stack_23/stack_1"; -"20390 maskrcnn/tf.stack_23/stack_1" -> "20391 maskrcnn/tf.compat.v1.gather_nd_1/GatherNd"; -"20391 maskrcnn/tf.compat.v1.gather_nd_1/GatherNd" -> "20392 maskrcnn/tf.math.sigmoid_5/Sigmoid"; -"20392 maskrcnn/tf.math.sigmoid_5/Sigmoid" -> "20397 Identity_4"; -} diff --git a/tests/tensorflow/data/reference_graphs/2.8/quantized/w_sym_ch_a_asym_t/mobilenet_v1.pb b/tests/tensorflow/data/reference_graphs/2.8/quantized/w_sym_ch_a_asym_t/mobilenet_v1.pb deleted file mode 100644 index f2c397fe6b5..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.8/quantized/w_sym_ch_a_asym_t/mobilenet_v1.pb +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:77f270184c9e493a47008eb91cd7b8ef755d37ed297c217b679365203245f3eb -size 219455 diff --git a/tests/tensorflow/data/reference_graphs/2.8/quantized/w_sym_ch_a_asym_t/mobilenet_v2.pb 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-"549 inception_v3/batch_normalization_14/FusedBatchNormV3" -> "560 inception_v3/activation_14/Relu"; -"550 inception_v3/batch_normalization_12/scale" -> "557 inception_v3/batch_normalization_12/FusedBatchNormV3"; -"551 inception_v3/batch_normalization_12/ReadVariableOp/resource" -> "552 inception_v3/batch_normalization_12/ReadVariableOp"; -"552 inception_v3/batch_normalization_12/ReadVariableOp" -> "557 inception_v3/batch_normalization_12/FusedBatchNormV3"; -"553 inception_v3/batch_normalization_12/FusedBatchNormV3/ReadVariableOp/resource" -> "554 inception_v3/batch_normalization_12/FusedBatchNormV3/ReadVariableOp"; -"554 inception_v3/batch_normalization_12/FusedBatchNormV3/ReadVariableOp" -> "557 inception_v3/batch_normalization_12/FusedBatchNormV3"; -"555 inception_v3/batch_normalization_12/FusedBatchNormV3/ReadVariableOp_1/resource" -> "556 inception_v3/batch_normalization_12/FusedBatchNormV3/ReadVariableOp_1"; -"556 inception_v3/batch_normalization_12/FusedBatchNormV3/ReadVariableOp_1" -> "557 inception_v3/batch_normalization_12/FusedBatchNormV3"; -"557 inception_v3/batch_normalization_12/FusedBatchNormV3" -> "561 inception_v3/activation_12/Relu"; -"558 inception_v3/activation_18/Relu" -> "591 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant_3/FakeQuantWithMinMaxVars"; -"559 inception_v3/activation_17/Relu" -> "584 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant_2/FakeQuantWithMinMaxVars"; -"560 inception_v3/activation_14/Relu" -> "577 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant_1/FakeQuantWithMinMaxVars"; -"561 inception_v3/activation_12/Relu" -> "570 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant/FakeQuantWithMinMaxVars"; -"562 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant/Abs/ReadVariableOp/resource" -> "563 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant/Abs/ReadVariableOp"; -"562 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant/Abs/ReadVariableOp/resource" -> "571 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant_1/Abs/ReadVariableOp"; -"562 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant/Abs/ReadVariableOp/resource" -> "578 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant_2/Abs/ReadVariableOp"; -"562 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant/Abs/ReadVariableOp/resource" -> "585 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant_3/Abs/ReadVariableOp"; -"563 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant/Abs/ReadVariableOp" -> "564 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant/Abs"; -"564 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant/Abs" -> "566 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant/add"; -"565 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant/add/y" -> "566 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant/add"; -"566 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant/add" -> "569 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant/mul"; -"566 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant/add" -> "570 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant/FakeQuantWithMinMaxVars"; -"567 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant/mul/ReadVariableOp/resource" -> "568 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant/mul/ReadVariableOp"; -"567 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant/mul/ReadVariableOp/resource" -> "575 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant_1/mul/ReadVariableOp"; -"567 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant/mul/ReadVariableOp/resource" -> "582 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant_2/mul/ReadVariableOp"; -"567 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant/mul/ReadVariableOp/resource" -> "589 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant_3/mul/ReadVariableOp"; -"568 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant/mul/ReadVariableOp" -> "569 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant/mul"; -"569 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant/mul" -> "570 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant/FakeQuantWithMinMaxVars"; -"570 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant/FakeQuantWithMinMaxVars" -> "593 inception_v3/mixed1/concat"; -"571 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant_1/Abs/ReadVariableOp" -> "572 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant_1/Abs"; -"572 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant_1/Abs" -> "574 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant_1/add"; -"573 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant_1/add/y" -> "574 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant_1/add"; -"574 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant_1/add" -> "576 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant_1/mul"; -"574 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant_1/add" -> "577 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant_1/FakeQuantWithMinMaxVars"; -"575 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant_1/mul/ReadVariableOp" -> "576 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant_1/mul"; -"576 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant_1/mul" -> "577 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant_1/FakeQuantWithMinMaxVars"; -"577 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant_1/FakeQuantWithMinMaxVars" -> "593 inception_v3/mixed1/concat"; -"578 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant_2/Abs/ReadVariableOp" -> "579 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant_2/Abs"; -"579 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant_2/Abs" -> "581 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant_2/add"; -"580 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant_2/add/y" -> "581 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant_2/add"; -"581 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant_2/add" -> "583 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant_2/mul"; -"581 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant_2/add" -> "584 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant_2/FakeQuantWithMinMaxVars"; -"582 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant_2/mul/ReadVariableOp" -> "583 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant_2/mul"; -"583 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant_2/mul" -> "584 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant_2/FakeQuantWithMinMaxVars"; -"584 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant_2/FakeQuantWithMinMaxVars" -> "593 inception_v3/mixed1/concat"; -"585 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant_3/Abs/ReadVariableOp" -> "586 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant_3/Abs"; -"586 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant_3/Abs" -> "588 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant_3/add"; -"587 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant_3/add/y" -> "588 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant_3/add"; -"588 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant_3/add" -> "590 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant_3/mul"; -"588 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant_3/add" -> "591 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant_3/FakeQuantWithMinMaxVars"; -"589 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant_3/mul/ReadVariableOp" -> "590 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant_3/mul"; -"590 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant_3/mul" -> "591 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant_3/FakeQuantWithMinMaxVars"; -"591 inception_v3/activation_12/fake_quantize/unified_scale_group/SymmQuant_3/FakeQuantWithMinMaxVars" -> "593 inception_v3/mixed1/concat"; -"592 inception_v3/mixed1/concat/axis" -> "593 inception_v3/mixed1/concat"; -"593 inception_v3/mixed1/concat" -> "605 inception_v3/conv2d_22/Conv2D"; -"593 inception_v3/mixed1/concat" -> "647 inception_v3/conv2d_20/Conv2D"; -"593 inception_v3/mixed1/concat" -> "664 inception_v3/average_pooling2d_2/AvgPool"; -"593 inception_v3/mixed1/concat" -> "741 inception_v3/conv2d_19/Conv2D"; -"594 inception_v3/conv2d_22/SymmQuant/Abs/ReadVariableOp/resource" -> "595 inception_v3/conv2d_22/SymmQuant/Abs/ReadVariableOp"; -"595 inception_v3/conv2d_22/SymmQuant/Abs/ReadVariableOp" -> "596 inception_v3/conv2d_22/SymmQuant/Abs"; -"596 inception_v3/conv2d_22/SymmQuant/Abs" -> "598 inception_v3/conv2d_22/SymmQuant/add"; -"597 inception_v3/conv2d_22/SymmQuant/add/y" -> "598 inception_v3/conv2d_22/SymmQuant/add"; -"598 inception_v3/conv2d_22/SymmQuant/add" -> "601 inception_v3/conv2d_22/SymmQuant/mul"; -"598 inception_v3/conv2d_22/SymmQuant/add" -> "604 inception_v3/conv2d_22/SymmQuant/FakeQuantWithMinMaxVars"; -"599 inception_v3/conv2d_22/SymmQuant/mul/ReadVariableOp/resource" -> "600 inception_v3/conv2d_22/SymmQuant/mul/ReadVariableOp"; -"600 inception_v3/conv2d_22/SymmQuant/mul/ReadVariableOp" -> "601 inception_v3/conv2d_22/SymmQuant/mul"; -"601 inception_v3/conv2d_22/SymmQuant/mul" -> "604 inception_v3/conv2d_22/SymmQuant/FakeQuantWithMinMaxVars"; -"602 inception_v3/conv2d_22/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "603 inception_v3/conv2d_22/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"603 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inception_v3/activation_19/fake_quantize/unified_scale_group/SymmQuant_5/mul"; -"922 inception_v3/activation_19/fake_quantize/unified_scale_group/SymmQuant_5/add" -> "925 inception_v3/activation_19/fake_quantize/unified_scale_group/SymmQuant_5/FakeQuantWithMinMaxVars"; -"923 inception_v3/activation_19/fake_quantize/unified_scale_group/SymmQuant_5/mul/ReadVariableOp" -> "924 inception_v3/activation_19/fake_quantize/unified_scale_group/SymmQuant_5/mul"; -"924 inception_v3/activation_19/fake_quantize/unified_scale_group/SymmQuant_5/mul" -> "925 inception_v3/activation_19/fake_quantize/unified_scale_group/SymmQuant_5/FakeQuantWithMinMaxVars"; -"925 inception_v3/activation_19/fake_quantize/unified_scale_group/SymmQuant_5/FakeQuantWithMinMaxVars" -> "928 inception_v3/mixed3/concat"; -"926 inception_v3/max_pooling2d_2/MaxPool" -> "928 inception_v3/mixed3/concat"; -"927 inception_v3/mixed3/concat/axis" -> "928 inception_v3/mixed3/concat"; -"928 inception_v3/mixed3/concat" -> "940 inception_v3/conv2d_34/Conv2D"; -"928 inception_v3/mixed3/concat" -> "1012 inception_v3/conv2d_31/Conv2D"; -"928 inception_v3/mixed3/concat" -> "1089 inception_v3/average_pooling2d_3/AvgPool"; -"928 inception_v3/mixed3/concat" -> "1166 inception_v3/conv2d_30/Conv2D"; -"929 inception_v3/conv2d_34/SymmQuant/Abs/ReadVariableOp/resource" -> "930 inception_v3/conv2d_34/SymmQuant/Abs/ReadVariableOp"; -"930 inception_v3/conv2d_34/SymmQuant/Abs/ReadVariableOp" -> "931 inception_v3/conv2d_34/SymmQuant/Abs"; -"931 inception_v3/conv2d_34/SymmQuant/Abs" -> "933 inception_v3/conv2d_34/SymmQuant/add"; -"932 inception_v3/conv2d_34/SymmQuant/add/y" -> "933 inception_v3/conv2d_34/SymmQuant/add"; -"933 inception_v3/conv2d_34/SymmQuant/add" -> "936 inception_v3/conv2d_34/SymmQuant/mul"; -"933 inception_v3/conv2d_34/SymmQuant/add" -> "939 inception_v3/conv2d_34/SymmQuant/FakeQuantWithMinMaxVars"; -"934 inception_v3/conv2d_34/SymmQuant/mul/ReadVariableOp/resource" -> "935 inception_v3/conv2d_34/SymmQuant/mul/ReadVariableOp"; -"935 inception_v3/conv2d_34/SymmQuant/mul/ReadVariableOp" -> "936 inception_v3/conv2d_34/SymmQuant/mul"; -"936 inception_v3/conv2d_34/SymmQuant/mul" -> "939 inception_v3/conv2d_34/SymmQuant/FakeQuantWithMinMaxVars"; -"937 inception_v3/conv2d_34/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "938 inception_v3/conv2d_34/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"938 inception_v3/conv2d_34/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "939 inception_v3/conv2d_34/SymmQuant/FakeQuantWithMinMaxVars"; -"939 inception_v3/conv2d_34/SymmQuant/FakeQuantWithMinMaxVars" -> "940 inception_v3/conv2d_34/Conv2D"; -"940 inception_v3/conv2d_34/Conv2D" -> "948 inception_v3/batch_normalization_34/FusedBatchNormV3"; -"941 inception_v3/batch_normalization_34/scale" -> "948 inception_v3/batch_normalization_34/FusedBatchNormV3"; -"942 inception_v3/batch_normalization_34/ReadVariableOp/resource" -> "943 inception_v3/batch_normalization_34/ReadVariableOp"; -"943 inception_v3/batch_normalization_34/ReadVariableOp" -> "948 inception_v3/batch_normalization_34/FusedBatchNormV3"; -"944 inception_v3/batch_normalization_34/FusedBatchNormV3/ReadVariableOp/resource" -> "945 inception_v3/batch_normalization_34/FusedBatchNormV3/ReadVariableOp"; -"945 inception_v3/batch_normalization_34/FusedBatchNormV3/ReadVariableOp" -> "948 inception_v3/batch_normalization_34/FusedBatchNormV3"; -"946 inception_v3/batch_normalization_34/FusedBatchNormV3/ReadVariableOp_1/resource" -> "947 inception_v3/batch_normalization_34/FusedBatchNormV3/ReadVariableOp_1"; -"947 inception_v3/batch_normalization_34/FusedBatchNormV3/ReadVariableOp_1" -> "948 inception_v3/batch_normalization_34/FusedBatchNormV3"; -"948 inception_v3/batch_normalization_34/FusedBatchNormV3" -> "949 inception_v3/activation_34/Relu"; -"949 inception_v3/activation_34/Relu" -> "958 inception_v3/activation_34/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"950 inception_v3/activation_34/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "951 inception_v3/activation_34/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"951 inception_v3/activation_34/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "952 inception_v3/activation_34/fake_quantize/SymmQuant/Abs"; -"952 inception_v3/activation_34/fake_quantize/SymmQuant/Abs" -> "954 inception_v3/activation_34/fake_quantize/SymmQuant/add"; -"953 inception_v3/activation_34/fake_quantize/SymmQuant/add/y" -> "954 inception_v3/activation_34/fake_quantize/SymmQuant/add"; -"954 inception_v3/activation_34/fake_quantize/SymmQuant/add" -> "957 inception_v3/activation_34/fake_quantize/SymmQuant/mul"; -"954 inception_v3/activation_34/fake_quantize/SymmQuant/add" -> "958 inception_v3/activation_34/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"955 inception_v3/activation_34/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "956 inception_v3/activation_34/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"956 inception_v3/activation_34/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "957 inception_v3/activation_34/fake_quantize/SymmQuant/mul"; -"957 inception_v3/activation_34/fake_quantize/SymmQuant/mul" -> "958 inception_v3/activation_34/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"958 inception_v3/activation_34/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "970 inception_v3/conv2d_35/Conv2D"; -"959 inception_v3/conv2d_35/SymmQuant/Abs/ReadVariableOp/resource" -> "960 inception_v3/conv2d_35/SymmQuant/Abs/ReadVariableOp"; -"960 inception_v3/conv2d_35/SymmQuant/Abs/ReadVariableOp" -> "961 inception_v3/conv2d_35/SymmQuant/Abs"; -"961 inception_v3/conv2d_35/SymmQuant/Abs" -> "963 inception_v3/conv2d_35/SymmQuant/add"; -"962 inception_v3/conv2d_35/SymmQuant/add/y" -> "963 inception_v3/conv2d_35/SymmQuant/add"; -"963 inception_v3/conv2d_35/SymmQuant/add" -> "966 inception_v3/conv2d_35/SymmQuant/mul"; -"963 inception_v3/conv2d_35/SymmQuant/add" -> "969 inception_v3/conv2d_35/SymmQuant/FakeQuantWithMinMaxVars"; -"964 inception_v3/conv2d_35/SymmQuant/mul/ReadVariableOp/resource" -> "965 inception_v3/conv2d_35/SymmQuant/mul/ReadVariableOp"; -"965 inception_v3/conv2d_35/SymmQuant/mul/ReadVariableOp" -> "966 inception_v3/conv2d_35/SymmQuant/mul"; -"966 inception_v3/conv2d_35/SymmQuant/mul" -> "969 inception_v3/conv2d_35/SymmQuant/FakeQuantWithMinMaxVars"; -"967 inception_v3/conv2d_35/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "968 inception_v3/conv2d_35/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"968 inception_v3/conv2d_35/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "969 inception_v3/conv2d_35/SymmQuant/FakeQuantWithMinMaxVars"; -"969 inception_v3/conv2d_35/SymmQuant/FakeQuantWithMinMaxVars" -> "970 inception_v3/conv2d_35/Conv2D"; -"970 inception_v3/conv2d_35/Conv2D" -> "978 inception_v3/batch_normalization_35/FusedBatchNormV3"; -"971 inception_v3/batch_normalization_35/scale" -> "978 inception_v3/batch_normalization_35/FusedBatchNormV3"; -"972 inception_v3/batch_normalization_35/ReadVariableOp/resource" -> "973 inception_v3/batch_normalization_35/ReadVariableOp"; -"973 inception_v3/batch_normalization_35/ReadVariableOp" -> "978 inception_v3/batch_normalization_35/FusedBatchNormV3"; -"974 inception_v3/batch_normalization_35/FusedBatchNormV3/ReadVariableOp/resource" -> "975 inception_v3/batch_normalization_35/FusedBatchNormV3/ReadVariableOp"; -"975 inception_v3/batch_normalization_35/FusedBatchNormV3/ReadVariableOp" -> "978 inception_v3/batch_normalization_35/FusedBatchNormV3"; -"976 inception_v3/batch_normalization_35/FusedBatchNormV3/ReadVariableOp_1/resource" -> "977 inception_v3/batch_normalization_35/FusedBatchNormV3/ReadVariableOp_1"; -"977 inception_v3/batch_normalization_35/FusedBatchNormV3/ReadVariableOp_1" -> "978 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inception_v3/activation_35/fake_quantize/SymmQuant/add" -> "988 inception_v3/activation_35/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"985 inception_v3/activation_35/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "986 inception_v3/activation_35/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"986 inception_v3/activation_35/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "987 inception_v3/activation_35/fake_quantize/SymmQuant/mul"; -"987 inception_v3/activation_35/fake_quantize/SymmQuant/mul" -> "988 inception_v3/activation_35/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"988 inception_v3/activation_35/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "1000 inception_v3/conv2d_36/Conv2D"; -"989 inception_v3/conv2d_36/SymmQuant/Abs/ReadVariableOp/resource" -> "990 inception_v3/conv2d_36/SymmQuant/Abs/ReadVariableOp"; -"990 inception_v3/conv2d_36/SymmQuant/Abs/ReadVariableOp" -> "991 inception_v3/conv2d_36/SymmQuant/Abs"; -"991 inception_v3/conv2d_36/SymmQuant/Abs" 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inception_v3/conv2d_31/SymmQuant/mul/ReadVariableOp"; -"1007 inception_v3/conv2d_31/SymmQuant/mul/ReadVariableOp" -> "1008 inception_v3/conv2d_31/SymmQuant/mul"; -"1008 inception_v3/conv2d_31/SymmQuant/mul" -> "1011 inception_v3/conv2d_31/SymmQuant/FakeQuantWithMinMaxVars"; -"1009 inception_v3/conv2d_31/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "1010 inception_v3/conv2d_31/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1010 inception_v3/conv2d_31/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1011 inception_v3/conv2d_31/SymmQuant/FakeQuantWithMinMaxVars"; -"1011 inception_v3/conv2d_31/SymmQuant/FakeQuantWithMinMaxVars" -> "1012 inception_v3/conv2d_31/Conv2D"; -"1012 inception_v3/conv2d_31/Conv2D" -> "1028 inception_v3/batch_normalization_31/FusedBatchNormV3"; -"1013 inception_v3/batch_normalization_36/scale" -> "1020 inception_v3/batch_normalization_36/FusedBatchNormV3"; -"1014 inception_v3/batch_normalization_36/ReadVariableOp/resource" -> "1015 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inception_v3/batch_normalization_33/FusedBatchNormV3"; -"1190 inception_v3/batch_normalization_33/FusedBatchNormV3" -> "1201 inception_v3/activation_33/Relu"; -"1191 inception_v3/batch_normalization_30/scale" -> "1198 inception_v3/batch_normalization_30/FusedBatchNormV3"; -"1192 inception_v3/batch_normalization_30/ReadVariableOp/resource" -> "1193 inception_v3/batch_normalization_30/ReadVariableOp"; -"1193 inception_v3/batch_normalization_30/ReadVariableOp" -> "1198 inception_v3/batch_normalization_30/FusedBatchNormV3"; -"1194 inception_v3/batch_normalization_30/FusedBatchNormV3/ReadVariableOp/resource" -> "1195 inception_v3/batch_normalization_30/FusedBatchNormV3/ReadVariableOp"; -"1195 inception_v3/batch_normalization_30/FusedBatchNormV3/ReadVariableOp" -> "1198 inception_v3/batch_normalization_30/FusedBatchNormV3"; -"1196 inception_v3/batch_normalization_30/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1197 inception_v3/batch_normalization_30/FusedBatchNormV3/ReadVariableOp_1"; -"1197 inception_v3/batch_normalization_30/FusedBatchNormV3/ReadVariableOp_1" -> "1198 inception_v3/batch_normalization_30/FusedBatchNormV3"; -"1198 inception_v3/batch_normalization_30/FusedBatchNormV3" -> "1202 inception_v3/activation_30/Relu"; -"1199 inception_v3/activation_39/Relu" -> "1232 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant_3/FakeQuantWithMinMaxVars"; -"1200 inception_v3/activation_38/Relu" -> "1225 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant_2/FakeQuantWithMinMaxVars"; -"1201 inception_v3/activation_33/Relu" -> "1218 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant_1/FakeQuantWithMinMaxVars"; -"1202 inception_v3/activation_30/Relu" -> "1211 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant/FakeQuantWithMinMaxVars"; -"1203 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant/Abs/ReadVariableOp/resource" -> "1204 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant/Abs/ReadVariableOp"; -"1203 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant/Abs/ReadVariableOp/resource" -> "1212 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant_1/Abs/ReadVariableOp"; -"1203 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant/Abs/ReadVariableOp/resource" -> "1219 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant_2/Abs/ReadVariableOp"; -"1203 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant/Abs/ReadVariableOp/resource" -> "1226 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant_3/Abs/ReadVariableOp"; -"1204 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant/Abs/ReadVariableOp" -> "1205 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant/Abs"; -"1205 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant/Abs" -> "1207 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant/add"; -"1206 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant/add/y" -> "1207 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant/add"; -"1207 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant/add" -> "1210 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant/mul"; -"1207 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant/add" -> "1211 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant/FakeQuantWithMinMaxVars"; -"1208 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant/mul/ReadVariableOp/resource" -> "1209 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant/mul/ReadVariableOp"; -"1208 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant/mul/ReadVariableOp/resource" -> "1216 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant_1/mul/ReadVariableOp"; -"1208 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant/mul/ReadVariableOp/resource" -> "1223 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant_2/mul/ReadVariableOp"; -"1208 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant/mul/ReadVariableOp/resource" -> "1230 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant_3/mul/ReadVariableOp"; -"1209 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant/mul/ReadVariableOp" -> "1210 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant/mul"; -"1210 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant/mul" -> "1211 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant/FakeQuantWithMinMaxVars"; -"1211 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant/FakeQuantWithMinMaxVars" -> "1234 inception_v3/mixed4/concat"; -"1212 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant_1/Abs/ReadVariableOp" -> "1213 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant_1/Abs"; -"1213 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant_1/Abs" -> "1215 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant_1/add"; -"1214 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant_1/add/y" -> "1215 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant_1/add"; -"1215 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant_1/add" -> "1217 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant_1/mul"; -"1215 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant_1/add" -> "1218 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant_1/FakeQuantWithMinMaxVars"; -"1216 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant_1/mul/ReadVariableOp" -> "1217 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant_1/mul"; -"1217 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant_1/mul" -> "1218 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant_1/FakeQuantWithMinMaxVars"; -"1218 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant_1/FakeQuantWithMinMaxVars" -> "1234 inception_v3/mixed4/concat"; -"1219 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant_2/Abs/ReadVariableOp" -> "1220 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant_2/Abs"; -"1220 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant_2/Abs" -> "1222 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant_2/add"; -"1221 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant_2/add/y" -> "1222 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant_2/add"; -"1222 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant_2/add" -> "1224 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant_2/mul"; -"1222 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant_2/add" -> "1225 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant_2/FakeQuantWithMinMaxVars"; -"1223 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant_2/mul/ReadVariableOp" -> "1224 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant_2/mul"; -"1224 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant_2/mul" -> "1225 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant_2/FakeQuantWithMinMaxVars"; -"1225 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant_2/FakeQuantWithMinMaxVars" -> "1234 inception_v3/mixed4/concat"; -"1226 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant_3/Abs/ReadVariableOp" -> "1227 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant_3/Abs"; -"1227 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant_3/Abs" -> "1229 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant_3/add"; -"1228 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant_3/add/y" -> "1229 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant_3/add"; -"1229 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant_3/add" -> "1231 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant_3/mul"; -"1229 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant_3/add" -> "1232 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant_3/FakeQuantWithMinMaxVars"; -"1230 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant_3/mul/ReadVariableOp" -> "1231 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant_3/mul"; -"1231 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant_3/mul" -> "1232 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant_3/FakeQuantWithMinMaxVars"; -"1232 inception_v3/activation_30/fake_quantize/unified_scale_group/SymmQuant_3/FakeQuantWithMinMaxVars" -> "1234 inception_v3/mixed4/concat"; -"1233 inception_v3/mixed4/concat/axis" -> "1234 inception_v3/mixed4/concat"; -"1234 inception_v3/mixed4/concat" -> "1246 inception_v3/conv2d_44/Conv2D"; -"1234 inception_v3/mixed4/concat" -> "1318 inception_v3/conv2d_41/Conv2D"; -"1234 inception_v3/mixed4/concat" -> "1395 inception_v3/average_pooling2d_4/AvgPool"; -"1234 inception_v3/mixed4/concat" -> "1472 inception_v3/conv2d_40/Conv2D"; -"1235 inception_v3/conv2d_44/SymmQuant/Abs/ReadVariableOp/resource" -> "1236 inception_v3/conv2d_44/SymmQuant/Abs/ReadVariableOp"; -"1236 inception_v3/conv2d_44/SymmQuant/Abs/ReadVariableOp" -> "1237 inception_v3/conv2d_44/SymmQuant/Abs"; -"1237 inception_v3/conv2d_44/SymmQuant/Abs" -> "1239 inception_v3/conv2d_44/SymmQuant/add"; -"1238 inception_v3/conv2d_44/SymmQuant/add/y" -> "1239 inception_v3/conv2d_44/SymmQuant/add"; -"1239 inception_v3/conv2d_44/SymmQuant/add" -> "1242 inception_v3/conv2d_44/SymmQuant/mul"; -"1239 inception_v3/conv2d_44/SymmQuant/add" -> "1245 inception_v3/conv2d_44/SymmQuant/FakeQuantWithMinMaxVars"; -"1240 inception_v3/conv2d_44/SymmQuant/mul/ReadVariableOp/resource" -> "1241 inception_v3/conv2d_44/SymmQuant/mul/ReadVariableOp"; -"1241 inception_v3/conv2d_44/SymmQuant/mul/ReadVariableOp" -> "1242 inception_v3/conv2d_44/SymmQuant/mul"; -"1242 inception_v3/conv2d_44/SymmQuant/mul" -> "1245 inception_v3/conv2d_44/SymmQuant/FakeQuantWithMinMaxVars"; -"1243 inception_v3/conv2d_44/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "1244 inception_v3/conv2d_44/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1244 inception_v3/conv2d_44/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1245 inception_v3/conv2d_44/SymmQuant/FakeQuantWithMinMaxVars"; -"1245 inception_v3/conv2d_44/SymmQuant/FakeQuantWithMinMaxVars" -> "1246 inception_v3/conv2d_44/Conv2D"; -"1246 inception_v3/conv2d_44/Conv2D" -> "1254 inception_v3/batch_normalization_44/FusedBatchNormV3"; -"1247 inception_v3/batch_normalization_44/scale" -> "1254 inception_v3/batch_normalization_44/FusedBatchNormV3"; -"1248 inception_v3/batch_normalization_44/ReadVariableOp/resource" -> "1249 inception_v3/batch_normalization_44/ReadVariableOp"; -"1249 inception_v3/batch_normalization_44/ReadVariableOp" -> "1254 inception_v3/batch_normalization_44/FusedBatchNormV3"; -"1250 inception_v3/batch_normalization_44/FusedBatchNormV3/ReadVariableOp/resource" -> "1251 inception_v3/batch_normalization_44/FusedBatchNormV3/ReadVariableOp"; -"1251 inception_v3/batch_normalization_44/FusedBatchNormV3/ReadVariableOp" -> "1254 inception_v3/batch_normalization_44/FusedBatchNormV3"; -"1252 inception_v3/batch_normalization_44/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1253 inception_v3/batch_normalization_44/FusedBatchNormV3/ReadVariableOp_1"; -"1253 inception_v3/batch_normalization_44/FusedBatchNormV3/ReadVariableOp_1" -> "1254 inception_v3/batch_normalization_44/FusedBatchNormV3"; -"1254 inception_v3/batch_normalization_44/FusedBatchNormV3" -> "1255 inception_v3/activation_44/Relu"; -"1255 inception_v3/activation_44/Relu" -> "1264 inception_v3/activation_44/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1256 inception_v3/activation_44/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "1257 inception_v3/activation_44/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"1257 inception_v3/activation_44/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "1258 inception_v3/activation_44/fake_quantize/SymmQuant/Abs"; -"1258 inception_v3/activation_44/fake_quantize/SymmQuant/Abs" -> "1260 inception_v3/activation_44/fake_quantize/SymmQuant/add"; -"1259 inception_v3/activation_44/fake_quantize/SymmQuant/add/y" -> "1260 inception_v3/activation_44/fake_quantize/SymmQuant/add"; -"1260 inception_v3/activation_44/fake_quantize/SymmQuant/add" -> "1263 inception_v3/activation_44/fake_quantize/SymmQuant/mul"; -"1260 inception_v3/activation_44/fake_quantize/SymmQuant/add" -> "1264 inception_v3/activation_44/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1261 inception_v3/activation_44/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "1262 inception_v3/activation_44/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"1262 inception_v3/activation_44/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "1263 inception_v3/activation_44/fake_quantize/SymmQuant/mul"; -"1263 inception_v3/activation_44/fake_quantize/SymmQuant/mul" -> "1264 inception_v3/activation_44/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1264 inception_v3/activation_44/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "1276 inception_v3/conv2d_45/Conv2D"; -"1265 inception_v3/conv2d_45/SymmQuant/Abs/ReadVariableOp/resource" -> "1266 inception_v3/conv2d_45/SymmQuant/Abs/ReadVariableOp"; -"1266 inception_v3/conv2d_45/SymmQuant/Abs/ReadVariableOp" -> "1267 inception_v3/conv2d_45/SymmQuant/Abs"; -"1267 inception_v3/conv2d_45/SymmQuant/Abs" -> "1269 inception_v3/conv2d_45/SymmQuant/add"; -"1268 inception_v3/conv2d_45/SymmQuant/add/y" -> "1269 inception_v3/conv2d_45/SymmQuant/add"; -"1269 inception_v3/conv2d_45/SymmQuant/add" -> "1272 inception_v3/conv2d_45/SymmQuant/mul"; -"1269 inception_v3/conv2d_45/SymmQuant/add" -> "1275 inception_v3/conv2d_45/SymmQuant/FakeQuantWithMinMaxVars"; -"1270 inception_v3/conv2d_45/SymmQuant/mul/ReadVariableOp/resource" -> "1271 inception_v3/conv2d_45/SymmQuant/mul/ReadVariableOp"; -"1271 inception_v3/conv2d_45/SymmQuant/mul/ReadVariableOp" -> "1272 inception_v3/conv2d_45/SymmQuant/mul"; -"1272 inception_v3/conv2d_45/SymmQuant/mul" -> "1275 inception_v3/conv2d_45/SymmQuant/FakeQuantWithMinMaxVars"; -"1273 inception_v3/conv2d_45/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "1274 inception_v3/conv2d_45/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1274 inception_v3/conv2d_45/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1275 inception_v3/conv2d_45/SymmQuant/FakeQuantWithMinMaxVars"; -"1275 inception_v3/conv2d_45/SymmQuant/FakeQuantWithMinMaxVars" -> "1276 inception_v3/conv2d_45/Conv2D"; -"1276 inception_v3/conv2d_45/Conv2D" -> "1284 inception_v3/batch_normalization_45/FusedBatchNormV3"; -"1277 inception_v3/batch_normalization_45/scale" -> "1284 inception_v3/batch_normalization_45/FusedBatchNormV3"; -"1278 inception_v3/batch_normalization_45/ReadVariableOp/resource" -> "1279 inception_v3/batch_normalization_45/ReadVariableOp"; -"1279 inception_v3/batch_normalization_45/ReadVariableOp" -> "1284 inception_v3/batch_normalization_45/FusedBatchNormV3"; -"1280 inception_v3/batch_normalization_45/FusedBatchNormV3/ReadVariableOp/resource" -> "1281 inception_v3/batch_normalization_45/FusedBatchNormV3/ReadVariableOp"; -"1281 inception_v3/batch_normalization_45/FusedBatchNormV3/ReadVariableOp" -> "1284 inception_v3/batch_normalization_45/FusedBatchNormV3"; -"1282 inception_v3/batch_normalization_45/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1283 inception_v3/batch_normalization_45/FusedBatchNormV3/ReadVariableOp_1"; -"1283 inception_v3/batch_normalization_45/FusedBatchNormV3/ReadVariableOp_1" -> "1284 inception_v3/batch_normalization_45/FusedBatchNormV3"; -"1284 inception_v3/batch_normalization_45/FusedBatchNormV3" -> "1285 inception_v3/activation_45/Relu"; -"1285 inception_v3/activation_45/Relu" -> "1294 inception_v3/activation_45/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1286 inception_v3/activation_45/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "1287 inception_v3/activation_45/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"1287 inception_v3/activation_45/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "1288 inception_v3/activation_45/fake_quantize/SymmQuant/Abs"; -"1288 inception_v3/activation_45/fake_quantize/SymmQuant/Abs" -> "1290 inception_v3/activation_45/fake_quantize/SymmQuant/add"; -"1289 inception_v3/activation_45/fake_quantize/SymmQuant/add/y" -> "1290 inception_v3/activation_45/fake_quantize/SymmQuant/add"; -"1290 inception_v3/activation_45/fake_quantize/SymmQuant/add" -> "1293 inception_v3/activation_45/fake_quantize/SymmQuant/mul"; -"1290 inception_v3/activation_45/fake_quantize/SymmQuant/add" -> "1294 inception_v3/activation_45/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1291 inception_v3/activation_45/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "1292 inception_v3/activation_45/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"1292 inception_v3/activation_45/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "1293 inception_v3/activation_45/fake_quantize/SymmQuant/mul"; -"1293 inception_v3/activation_45/fake_quantize/SymmQuant/mul" -> "1294 inception_v3/activation_45/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1294 inception_v3/activation_45/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "1306 inception_v3/conv2d_46/Conv2D"; -"1295 inception_v3/conv2d_46/SymmQuant/Abs/ReadVariableOp/resource" -> "1296 inception_v3/conv2d_46/SymmQuant/Abs/ReadVariableOp"; -"1296 inception_v3/conv2d_46/SymmQuant/Abs/ReadVariableOp" -> "1297 inception_v3/conv2d_46/SymmQuant/Abs"; -"1297 inception_v3/conv2d_46/SymmQuant/Abs" -> "1299 inception_v3/conv2d_46/SymmQuant/add"; -"1298 inception_v3/conv2d_46/SymmQuant/add/y" -> "1299 inception_v3/conv2d_46/SymmQuant/add"; -"1299 inception_v3/conv2d_46/SymmQuant/add" -> "1302 inception_v3/conv2d_46/SymmQuant/mul"; -"1299 inception_v3/conv2d_46/SymmQuant/add" -> "1305 inception_v3/conv2d_46/SymmQuant/FakeQuantWithMinMaxVars"; -"1300 inception_v3/conv2d_46/SymmQuant/mul/ReadVariableOp/resource" -> "1301 inception_v3/conv2d_46/SymmQuant/mul/ReadVariableOp"; -"1301 inception_v3/conv2d_46/SymmQuant/mul/ReadVariableOp" -> "1302 inception_v3/conv2d_46/SymmQuant/mul"; -"1302 inception_v3/conv2d_46/SymmQuant/mul" -> "1305 inception_v3/conv2d_46/SymmQuant/FakeQuantWithMinMaxVars"; -"1303 inception_v3/conv2d_46/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "1304 inception_v3/conv2d_46/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1304 inception_v3/conv2d_46/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1305 inception_v3/conv2d_46/SymmQuant/FakeQuantWithMinMaxVars"; -"1305 inception_v3/conv2d_46/SymmQuant/FakeQuantWithMinMaxVars" -> "1306 inception_v3/conv2d_46/Conv2D"; -"1306 inception_v3/conv2d_46/Conv2D" -> "1326 inception_v3/batch_normalization_46/FusedBatchNormV3"; -"1307 inception_v3/conv2d_41/SymmQuant/Abs/ReadVariableOp/resource" -> "1308 inception_v3/conv2d_41/SymmQuant/Abs/ReadVariableOp"; -"1308 inception_v3/conv2d_41/SymmQuant/Abs/ReadVariableOp" -> "1309 inception_v3/conv2d_41/SymmQuant/Abs"; -"1309 inception_v3/conv2d_41/SymmQuant/Abs" -> "1311 inception_v3/conv2d_41/SymmQuant/add"; -"1310 inception_v3/conv2d_41/SymmQuant/add/y" -> "1311 inception_v3/conv2d_41/SymmQuant/add"; -"1311 inception_v3/conv2d_41/SymmQuant/add" -> "1314 inception_v3/conv2d_41/SymmQuant/mul"; -"1311 inception_v3/conv2d_41/SymmQuant/add" -> "1317 inception_v3/conv2d_41/SymmQuant/FakeQuantWithMinMaxVars"; -"1312 inception_v3/conv2d_41/SymmQuant/mul/ReadVariableOp/resource" -> "1313 inception_v3/conv2d_41/SymmQuant/mul/ReadVariableOp"; -"1313 inception_v3/conv2d_41/SymmQuant/mul/ReadVariableOp" -> "1314 inception_v3/conv2d_41/SymmQuant/mul"; -"1314 inception_v3/conv2d_41/SymmQuant/mul" -> "1317 inception_v3/conv2d_41/SymmQuant/FakeQuantWithMinMaxVars"; -"1315 inception_v3/conv2d_41/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "1316 inception_v3/conv2d_41/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1316 inception_v3/conv2d_41/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1317 inception_v3/conv2d_41/SymmQuant/FakeQuantWithMinMaxVars"; -"1317 inception_v3/conv2d_41/SymmQuant/FakeQuantWithMinMaxVars" -> "1318 inception_v3/conv2d_41/Conv2D"; -"1318 inception_v3/conv2d_41/Conv2D" -> "1334 inception_v3/batch_normalization_41/FusedBatchNormV3"; -"1319 inception_v3/batch_normalization_46/scale" -> "1326 inception_v3/batch_normalization_46/FusedBatchNormV3"; -"1320 inception_v3/batch_normalization_46/ReadVariableOp/resource" -> "1321 inception_v3/batch_normalization_46/ReadVariableOp"; -"1321 inception_v3/batch_normalization_46/ReadVariableOp" -> "1326 inception_v3/batch_normalization_46/FusedBatchNormV3"; -"1322 inception_v3/batch_normalization_46/FusedBatchNormV3/ReadVariableOp/resource" -> "1323 inception_v3/batch_normalization_46/FusedBatchNormV3/ReadVariableOp"; -"1323 inception_v3/batch_normalization_46/FusedBatchNormV3/ReadVariableOp" -> "1326 inception_v3/batch_normalization_46/FusedBatchNormV3"; -"1324 inception_v3/batch_normalization_46/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1325 inception_v3/batch_normalization_46/FusedBatchNormV3/ReadVariableOp_1"; -"1325 inception_v3/batch_normalization_46/FusedBatchNormV3/ReadVariableOp_1" -> "1326 inception_v3/batch_normalization_46/FusedBatchNormV3"; -"1326 inception_v3/batch_normalization_46/FusedBatchNormV3" -> "1335 inception_v3/activation_46/Relu"; -"1327 inception_v3/batch_normalization_41/scale" -> "1334 inception_v3/batch_normalization_41/FusedBatchNormV3"; -"1328 inception_v3/batch_normalization_41/ReadVariableOp/resource" -> "1329 inception_v3/batch_normalization_41/ReadVariableOp"; -"1329 inception_v3/batch_normalization_41/ReadVariableOp" -> "1334 inception_v3/batch_normalization_41/FusedBatchNormV3"; -"1330 inception_v3/batch_normalization_41/FusedBatchNormV3/ReadVariableOp/resource" -> "1331 inception_v3/batch_normalization_41/FusedBatchNormV3/ReadVariableOp"; -"1331 inception_v3/batch_normalization_41/FusedBatchNormV3/ReadVariableOp" -> "1334 inception_v3/batch_normalization_41/FusedBatchNormV3"; -"1332 inception_v3/batch_normalization_41/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1333 inception_v3/batch_normalization_41/FusedBatchNormV3/ReadVariableOp_1"; -"1333 inception_v3/batch_normalization_41/FusedBatchNormV3/ReadVariableOp_1" -> "1334 inception_v3/batch_normalization_41/FusedBatchNormV3"; -"1334 inception_v3/batch_normalization_41/FusedBatchNormV3" -> "1336 inception_v3/activation_41/Relu"; -"1335 inception_v3/activation_46/Relu" -> "1345 inception_v3/activation_46/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1336 inception_v3/activation_41/Relu" -> "1354 inception_v3/activation_41/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1337 inception_v3/activation_46/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "1338 inception_v3/activation_46/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"1338 inception_v3/activation_46/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "1339 inception_v3/activation_46/fake_quantize/SymmQuant/Abs"; -"1339 inception_v3/activation_46/fake_quantize/SymmQuant/Abs" -> "1341 inception_v3/activation_46/fake_quantize/SymmQuant/add"; -"1340 inception_v3/activation_46/fake_quantize/SymmQuant/add/y" -> "1341 inception_v3/activation_46/fake_quantize/SymmQuant/add"; -"1341 inception_v3/activation_46/fake_quantize/SymmQuant/add" -> "1344 inception_v3/activation_46/fake_quantize/SymmQuant/mul"; -"1341 inception_v3/activation_46/fake_quantize/SymmQuant/add" -> "1345 inception_v3/activation_46/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1342 inception_v3/activation_46/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "1343 inception_v3/activation_46/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"1343 inception_v3/activation_46/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "1344 inception_v3/activation_46/fake_quantize/SymmQuant/mul"; -"1344 inception_v3/activation_46/fake_quantize/SymmQuant/mul" -> "1345 inception_v3/activation_46/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1345 inception_v3/activation_46/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "1366 inception_v3/conv2d_47/Conv2D"; -"1346 inception_v3/activation_41/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "1347 inception_v3/activation_41/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"1347 inception_v3/activation_41/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "1348 inception_v3/activation_41/fake_quantize/SymmQuant/Abs"; -"1348 inception_v3/activation_41/fake_quantize/SymmQuant/Abs" -> "1350 inception_v3/activation_41/fake_quantize/SymmQuant/add"; -"1349 inception_v3/activation_41/fake_quantize/SymmQuant/add/y" -> "1350 inception_v3/activation_41/fake_quantize/SymmQuant/add"; -"1350 inception_v3/activation_41/fake_quantize/SymmQuant/add" -> "1353 inception_v3/activation_41/fake_quantize/SymmQuant/mul"; -"1350 inception_v3/activation_41/fake_quantize/SymmQuant/add" -> "1354 inception_v3/activation_41/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1351 inception_v3/activation_41/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "1352 inception_v3/activation_41/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"1352 inception_v3/activation_41/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "1353 inception_v3/activation_41/fake_quantize/SymmQuant/mul"; -"1353 inception_v3/activation_41/fake_quantize/SymmQuant/mul" -> "1354 inception_v3/activation_41/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1354 inception_v3/activation_41/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "1378 inception_v3/conv2d_42/Conv2D"; -"1355 inception_v3/conv2d_47/SymmQuant/Abs/ReadVariableOp/resource" -> "1356 inception_v3/conv2d_47/SymmQuant/Abs/ReadVariableOp"; -"1356 inception_v3/conv2d_47/SymmQuant/Abs/ReadVariableOp" -> "1357 inception_v3/conv2d_47/SymmQuant/Abs"; -"1357 inception_v3/conv2d_47/SymmQuant/Abs" -> "1359 inception_v3/conv2d_47/SymmQuant/add"; -"1358 inception_v3/conv2d_47/SymmQuant/add/y" -> "1359 inception_v3/conv2d_47/SymmQuant/add"; -"1359 inception_v3/conv2d_47/SymmQuant/add" -> "1362 inception_v3/conv2d_47/SymmQuant/mul"; -"1359 inception_v3/conv2d_47/SymmQuant/add" -> "1365 inception_v3/conv2d_47/SymmQuant/FakeQuantWithMinMaxVars"; -"1360 inception_v3/conv2d_47/SymmQuant/mul/ReadVariableOp/resource" -> "1361 inception_v3/conv2d_47/SymmQuant/mul/ReadVariableOp"; -"1361 inception_v3/conv2d_47/SymmQuant/mul/ReadVariableOp" -> "1362 inception_v3/conv2d_47/SymmQuant/mul"; -"1362 inception_v3/conv2d_47/SymmQuant/mul" -> "1365 inception_v3/conv2d_47/SymmQuant/FakeQuantWithMinMaxVars"; -"1363 inception_v3/conv2d_47/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "1364 inception_v3/conv2d_47/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1364 inception_v3/conv2d_47/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1365 inception_v3/conv2d_47/SymmQuant/FakeQuantWithMinMaxVars"; -"1365 inception_v3/conv2d_47/SymmQuant/FakeQuantWithMinMaxVars" -> "1366 inception_v3/conv2d_47/Conv2D"; -"1366 inception_v3/conv2d_47/Conv2D" -> "1386 inception_v3/batch_normalization_47/FusedBatchNormV3"; -"1367 inception_v3/conv2d_42/SymmQuant/Abs/ReadVariableOp/resource" -> "1368 inception_v3/conv2d_42/SymmQuant/Abs/ReadVariableOp"; -"1368 inception_v3/conv2d_42/SymmQuant/Abs/ReadVariableOp" -> "1369 inception_v3/conv2d_42/SymmQuant/Abs"; -"1369 inception_v3/conv2d_42/SymmQuant/Abs" -> "1371 inception_v3/conv2d_42/SymmQuant/add"; -"1370 inception_v3/conv2d_42/SymmQuant/add/y" -> "1371 inception_v3/conv2d_42/SymmQuant/add"; -"1371 inception_v3/conv2d_42/SymmQuant/add" -> "1374 inception_v3/conv2d_42/SymmQuant/mul"; -"1371 inception_v3/conv2d_42/SymmQuant/add" -> "1377 inception_v3/conv2d_42/SymmQuant/FakeQuantWithMinMaxVars"; -"1372 inception_v3/conv2d_42/SymmQuant/mul/ReadVariableOp/resource" -> "1373 inception_v3/conv2d_42/SymmQuant/mul/ReadVariableOp"; -"1373 inception_v3/conv2d_42/SymmQuant/mul/ReadVariableOp" -> "1374 inception_v3/conv2d_42/SymmQuant/mul"; -"1374 inception_v3/conv2d_42/SymmQuant/mul" -> "1377 inception_v3/conv2d_42/SymmQuant/FakeQuantWithMinMaxVars"; -"1375 inception_v3/conv2d_42/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "1376 inception_v3/conv2d_42/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1376 inception_v3/conv2d_42/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1377 inception_v3/conv2d_42/SymmQuant/FakeQuantWithMinMaxVars"; -"1377 inception_v3/conv2d_42/SymmQuant/FakeQuantWithMinMaxVars" -> "1378 inception_v3/conv2d_42/Conv2D"; -"1378 inception_v3/conv2d_42/Conv2D" -> "1394 inception_v3/batch_normalization_42/FusedBatchNormV3"; -"1379 inception_v3/batch_normalization_47/scale" -> "1386 inception_v3/batch_normalization_47/FusedBatchNormV3"; -"1380 inception_v3/batch_normalization_47/ReadVariableOp/resource" -> "1381 inception_v3/batch_normalization_47/ReadVariableOp"; -"1381 inception_v3/batch_normalization_47/ReadVariableOp" -> "1386 inception_v3/batch_normalization_47/FusedBatchNormV3"; -"1382 inception_v3/batch_normalization_47/FusedBatchNormV3/ReadVariableOp/resource" -> "1383 inception_v3/batch_normalization_47/FusedBatchNormV3/ReadVariableOp"; -"1383 inception_v3/batch_normalization_47/FusedBatchNormV3/ReadVariableOp" -> "1386 inception_v3/batch_normalization_47/FusedBatchNormV3"; -"1384 inception_v3/batch_normalization_47/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1385 inception_v3/batch_normalization_47/FusedBatchNormV3/ReadVariableOp_1"; -"1385 inception_v3/batch_normalization_47/FusedBatchNormV3/ReadVariableOp_1" -> "1386 inception_v3/batch_normalization_47/FusedBatchNormV3"; -"1386 inception_v3/batch_normalization_47/FusedBatchNormV3" -> "1396 inception_v3/activation_47/Relu"; -"1387 inception_v3/batch_normalization_42/scale" -> "1394 inception_v3/batch_normalization_42/FusedBatchNormV3"; -"1388 inception_v3/batch_normalization_42/ReadVariableOp/resource" -> "1389 inception_v3/batch_normalization_42/ReadVariableOp"; -"1389 inception_v3/batch_normalization_42/ReadVariableOp" -> "1394 inception_v3/batch_normalization_42/FusedBatchNormV3"; -"1390 inception_v3/batch_normalization_42/FusedBatchNormV3/ReadVariableOp/resource" -> "1391 inception_v3/batch_normalization_42/FusedBatchNormV3/ReadVariableOp"; -"1391 inception_v3/batch_normalization_42/FusedBatchNormV3/ReadVariableOp" -> "1394 inception_v3/batch_normalization_42/FusedBatchNormV3"; -"1392 inception_v3/batch_normalization_42/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1393 inception_v3/batch_normalization_42/FusedBatchNormV3/ReadVariableOp_1"; -"1393 inception_v3/batch_normalization_42/FusedBatchNormV3/ReadVariableOp_1" -> "1394 inception_v3/batch_normalization_42/FusedBatchNormV3"; -"1394 inception_v3/batch_normalization_42/FusedBatchNormV3" -> "1397 inception_v3/activation_42/Relu"; -"1395 inception_v3/average_pooling2d_4/AvgPool" -> "1406 inception_v3/average_pooling2d_4/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1396 inception_v3/activation_47/Relu" -> "1415 inception_v3/activation_47/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1397 inception_v3/activation_42/Relu" -> "1424 inception_v3/activation_42/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1398 inception_v3/average_pooling2d_4/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "1399 inception_v3/average_pooling2d_4/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"1399 inception_v3/average_pooling2d_4/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "1400 inception_v3/average_pooling2d_4/fake_quantize/SymmQuant/Abs"; -"1400 inception_v3/average_pooling2d_4/fake_quantize/SymmQuant/Abs" -> "1402 inception_v3/average_pooling2d_4/fake_quantize/SymmQuant/add"; -"1401 inception_v3/average_pooling2d_4/fake_quantize/SymmQuant/add/y" -> "1402 inception_v3/average_pooling2d_4/fake_quantize/SymmQuant/add"; -"1402 inception_v3/average_pooling2d_4/fake_quantize/SymmQuant/add" -> "1405 inception_v3/average_pooling2d_4/fake_quantize/SymmQuant/mul"; -"1402 inception_v3/average_pooling2d_4/fake_quantize/SymmQuant/add" -> "1406 inception_v3/average_pooling2d_4/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1403 inception_v3/average_pooling2d_4/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "1404 inception_v3/average_pooling2d_4/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"1404 inception_v3/average_pooling2d_4/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "1405 inception_v3/average_pooling2d_4/fake_quantize/SymmQuant/mul"; -"1405 inception_v3/average_pooling2d_4/fake_quantize/SymmQuant/mul" -> "1406 inception_v3/average_pooling2d_4/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1406 inception_v3/average_pooling2d_4/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "1436 inception_v3/conv2d_49/Conv2D"; -"1407 inception_v3/activation_47/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "1408 inception_v3/activation_47/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"1408 inception_v3/activation_47/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "1409 inception_v3/activation_47/fake_quantize/SymmQuant/Abs"; -"1409 inception_v3/activation_47/fake_quantize/SymmQuant/Abs" -> "1411 inception_v3/activation_47/fake_quantize/SymmQuant/add"; -"1410 inception_v3/activation_47/fake_quantize/SymmQuant/add/y" -> "1411 inception_v3/activation_47/fake_quantize/SymmQuant/add"; -"1411 inception_v3/activation_47/fake_quantize/SymmQuant/add" -> "1414 inception_v3/activation_47/fake_quantize/SymmQuant/mul"; -"1411 inception_v3/activation_47/fake_quantize/SymmQuant/add" -> "1415 inception_v3/activation_47/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1412 inception_v3/activation_47/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "1413 inception_v3/activation_47/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"1413 inception_v3/activation_47/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "1414 inception_v3/activation_47/fake_quantize/SymmQuant/mul"; -"1414 inception_v3/activation_47/fake_quantize/SymmQuant/mul" -> "1415 inception_v3/activation_47/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1415 inception_v3/activation_47/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "1448 inception_v3/conv2d_48/Conv2D"; -"1416 inception_v3/activation_42/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "1417 inception_v3/activation_42/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"1417 inception_v3/activation_42/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "1418 inception_v3/activation_42/fake_quantize/SymmQuant/Abs"; -"1418 inception_v3/activation_42/fake_quantize/SymmQuant/Abs" -> "1420 inception_v3/activation_42/fake_quantize/SymmQuant/add"; -"1419 inception_v3/activation_42/fake_quantize/SymmQuant/add/y" -> "1420 inception_v3/activation_42/fake_quantize/SymmQuant/add"; -"1420 inception_v3/activation_42/fake_quantize/SymmQuant/add" -> "1423 inception_v3/activation_42/fake_quantize/SymmQuant/mul"; -"1420 inception_v3/activation_42/fake_quantize/SymmQuant/add" -> "1424 inception_v3/activation_42/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1421 inception_v3/activation_42/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "1422 inception_v3/activation_42/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"1422 inception_v3/activation_42/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "1423 inception_v3/activation_42/fake_quantize/SymmQuant/mul"; -"1423 inception_v3/activation_42/fake_quantize/SymmQuant/mul" -> "1424 inception_v3/activation_42/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1424 inception_v3/activation_42/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "1460 inception_v3/conv2d_43/Conv2D"; -"1425 inception_v3/conv2d_49/SymmQuant/Abs/ReadVariableOp/resource" -> "1426 inception_v3/conv2d_49/SymmQuant/Abs/ReadVariableOp"; -"1426 inception_v3/conv2d_49/SymmQuant/Abs/ReadVariableOp" -> "1427 inception_v3/conv2d_49/SymmQuant/Abs"; -"1427 inception_v3/conv2d_49/SymmQuant/Abs" -> "1429 inception_v3/conv2d_49/SymmQuant/add"; -"1428 inception_v3/conv2d_49/SymmQuant/add/y" -> "1429 inception_v3/conv2d_49/SymmQuant/add"; -"1429 inception_v3/conv2d_49/SymmQuant/add" -> "1432 inception_v3/conv2d_49/SymmQuant/mul"; -"1429 inception_v3/conv2d_49/SymmQuant/add" -> "1435 inception_v3/conv2d_49/SymmQuant/FakeQuantWithMinMaxVars"; -"1430 inception_v3/conv2d_49/SymmQuant/mul/ReadVariableOp/resource" -> "1431 inception_v3/conv2d_49/SymmQuant/mul/ReadVariableOp"; -"1431 inception_v3/conv2d_49/SymmQuant/mul/ReadVariableOp" -> "1432 inception_v3/conv2d_49/SymmQuant/mul"; -"1432 inception_v3/conv2d_49/SymmQuant/mul" -> "1435 inception_v3/conv2d_49/SymmQuant/FakeQuantWithMinMaxVars"; -"1433 inception_v3/conv2d_49/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "1434 inception_v3/conv2d_49/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1434 inception_v3/conv2d_49/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1435 inception_v3/conv2d_49/SymmQuant/FakeQuantWithMinMaxVars"; -"1435 inception_v3/conv2d_49/SymmQuant/FakeQuantWithMinMaxVars" -> "1436 inception_v3/conv2d_49/Conv2D"; -"1436 inception_v3/conv2d_49/Conv2D" -> "1480 inception_v3/batch_normalization_49/FusedBatchNormV3"; -"1437 inception_v3/conv2d_48/SymmQuant/Abs/ReadVariableOp/resource" -> "1438 inception_v3/conv2d_48/SymmQuant/Abs/ReadVariableOp"; -"1438 inception_v3/conv2d_48/SymmQuant/Abs/ReadVariableOp" -> "1439 inception_v3/conv2d_48/SymmQuant/Abs"; -"1439 inception_v3/conv2d_48/SymmQuant/Abs" -> "1441 inception_v3/conv2d_48/SymmQuant/add"; -"1440 inception_v3/conv2d_48/SymmQuant/add/y" -> "1441 inception_v3/conv2d_48/SymmQuant/add"; -"1441 inception_v3/conv2d_48/SymmQuant/add" -> "1444 inception_v3/conv2d_48/SymmQuant/mul"; -"1441 inception_v3/conv2d_48/SymmQuant/add" -> "1447 inception_v3/conv2d_48/SymmQuant/FakeQuantWithMinMaxVars"; -"1442 inception_v3/conv2d_48/SymmQuant/mul/ReadVariableOp/resource" -> "1443 inception_v3/conv2d_48/SymmQuant/mul/ReadVariableOp"; -"1443 inception_v3/conv2d_48/SymmQuant/mul/ReadVariableOp" -> "1444 inception_v3/conv2d_48/SymmQuant/mul"; -"1444 inception_v3/conv2d_48/SymmQuant/mul" -> "1447 inception_v3/conv2d_48/SymmQuant/FakeQuantWithMinMaxVars"; -"1445 inception_v3/conv2d_48/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "1446 inception_v3/conv2d_48/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1446 inception_v3/conv2d_48/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1447 inception_v3/conv2d_48/SymmQuant/FakeQuantWithMinMaxVars"; -"1447 inception_v3/conv2d_48/SymmQuant/FakeQuantWithMinMaxVars" -> "1448 inception_v3/conv2d_48/Conv2D"; -"1448 inception_v3/conv2d_48/Conv2D" -> "1488 inception_v3/batch_normalization_48/FusedBatchNormV3"; -"1449 inception_v3/conv2d_43/SymmQuant/Abs/ReadVariableOp/resource" -> "1450 inception_v3/conv2d_43/SymmQuant/Abs/ReadVariableOp"; -"1450 inception_v3/conv2d_43/SymmQuant/Abs/ReadVariableOp" -> "1451 inception_v3/conv2d_43/SymmQuant/Abs"; -"1451 inception_v3/conv2d_43/SymmQuant/Abs" -> "1453 inception_v3/conv2d_43/SymmQuant/add"; -"1452 inception_v3/conv2d_43/SymmQuant/add/y" -> "1453 inception_v3/conv2d_43/SymmQuant/add"; -"1453 inception_v3/conv2d_43/SymmQuant/add" -> "1456 inception_v3/conv2d_43/SymmQuant/mul"; -"1453 inception_v3/conv2d_43/SymmQuant/add" -> "1459 inception_v3/conv2d_43/SymmQuant/FakeQuantWithMinMaxVars"; -"1454 inception_v3/conv2d_43/SymmQuant/mul/ReadVariableOp/resource" -> "1455 inception_v3/conv2d_43/SymmQuant/mul/ReadVariableOp"; -"1455 inception_v3/conv2d_43/SymmQuant/mul/ReadVariableOp" -> "1456 inception_v3/conv2d_43/SymmQuant/mul"; -"1456 inception_v3/conv2d_43/SymmQuant/mul" -> "1459 inception_v3/conv2d_43/SymmQuant/FakeQuantWithMinMaxVars"; -"1457 inception_v3/conv2d_43/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "1458 inception_v3/conv2d_43/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1458 inception_v3/conv2d_43/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1459 inception_v3/conv2d_43/SymmQuant/FakeQuantWithMinMaxVars"; -"1459 inception_v3/conv2d_43/SymmQuant/FakeQuantWithMinMaxVars" -> "1460 inception_v3/conv2d_43/Conv2D"; -"1460 inception_v3/conv2d_43/Conv2D" -> "1496 inception_v3/batch_normalization_43/FusedBatchNormV3"; -"1461 inception_v3/conv2d_40/SymmQuant/Abs/ReadVariableOp/resource" -> "1462 inception_v3/conv2d_40/SymmQuant/Abs/ReadVariableOp"; -"1462 inception_v3/conv2d_40/SymmQuant/Abs/ReadVariableOp" -> "1463 inception_v3/conv2d_40/SymmQuant/Abs"; -"1463 inception_v3/conv2d_40/SymmQuant/Abs" -> "1465 inception_v3/conv2d_40/SymmQuant/add"; -"1464 inception_v3/conv2d_40/SymmQuant/add/y" -> "1465 inception_v3/conv2d_40/SymmQuant/add"; -"1465 inception_v3/conv2d_40/SymmQuant/add" -> "1468 inception_v3/conv2d_40/SymmQuant/mul"; -"1465 inception_v3/conv2d_40/SymmQuant/add" -> "1471 inception_v3/conv2d_40/SymmQuant/FakeQuantWithMinMaxVars"; -"1466 inception_v3/conv2d_40/SymmQuant/mul/ReadVariableOp/resource" -> "1467 inception_v3/conv2d_40/SymmQuant/mul/ReadVariableOp"; -"1467 inception_v3/conv2d_40/SymmQuant/mul/ReadVariableOp" -> "1468 inception_v3/conv2d_40/SymmQuant/mul"; -"1468 inception_v3/conv2d_40/SymmQuant/mul" -> "1471 inception_v3/conv2d_40/SymmQuant/FakeQuantWithMinMaxVars"; -"1469 inception_v3/conv2d_40/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "1470 inception_v3/conv2d_40/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1470 inception_v3/conv2d_40/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1471 inception_v3/conv2d_40/SymmQuant/FakeQuantWithMinMaxVars"; -"1471 inception_v3/conv2d_40/SymmQuant/FakeQuantWithMinMaxVars" -> "1472 inception_v3/conv2d_40/Conv2D"; -"1472 inception_v3/conv2d_40/Conv2D" -> "1504 inception_v3/batch_normalization_40/FusedBatchNormV3"; -"1473 inception_v3/batch_normalization_49/scale" -> "1480 inception_v3/batch_normalization_49/FusedBatchNormV3"; -"1474 inception_v3/batch_normalization_49/ReadVariableOp/resource" -> "1475 inception_v3/batch_normalization_49/ReadVariableOp"; -"1475 inception_v3/batch_normalization_49/ReadVariableOp" -> "1480 inception_v3/batch_normalization_49/FusedBatchNormV3"; -"1476 inception_v3/batch_normalization_49/FusedBatchNormV3/ReadVariableOp/resource" -> "1477 inception_v3/batch_normalization_49/FusedBatchNormV3/ReadVariableOp"; -"1477 inception_v3/batch_normalization_49/FusedBatchNormV3/ReadVariableOp" -> "1480 inception_v3/batch_normalization_49/FusedBatchNormV3"; -"1478 inception_v3/batch_normalization_49/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1479 inception_v3/batch_normalization_49/FusedBatchNormV3/ReadVariableOp_1"; -"1479 inception_v3/batch_normalization_49/FusedBatchNormV3/ReadVariableOp_1" -> "1480 inception_v3/batch_normalization_49/FusedBatchNormV3"; -"1480 inception_v3/batch_normalization_49/FusedBatchNormV3" -> "1505 inception_v3/activation_49/Relu"; -"1481 inception_v3/batch_normalization_48/scale" -> "1488 inception_v3/batch_normalization_48/FusedBatchNormV3"; -"1482 inception_v3/batch_normalization_48/ReadVariableOp/resource" -> "1483 inception_v3/batch_normalization_48/ReadVariableOp"; -"1483 inception_v3/batch_normalization_48/ReadVariableOp" -> "1488 inception_v3/batch_normalization_48/FusedBatchNormV3"; -"1484 inception_v3/batch_normalization_48/FusedBatchNormV3/ReadVariableOp/resource" -> "1485 inception_v3/batch_normalization_48/FusedBatchNormV3/ReadVariableOp"; -"1485 inception_v3/batch_normalization_48/FusedBatchNormV3/ReadVariableOp" -> "1488 inception_v3/batch_normalization_48/FusedBatchNormV3"; -"1486 inception_v3/batch_normalization_48/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1487 inception_v3/batch_normalization_48/FusedBatchNormV3/ReadVariableOp_1"; -"1487 inception_v3/batch_normalization_48/FusedBatchNormV3/ReadVariableOp_1" -> "1488 inception_v3/batch_normalization_48/FusedBatchNormV3"; -"1488 inception_v3/batch_normalization_48/FusedBatchNormV3" -> "1506 inception_v3/activation_48/Relu"; -"1489 inception_v3/batch_normalization_43/scale" -> "1496 inception_v3/batch_normalization_43/FusedBatchNormV3"; -"1490 inception_v3/batch_normalization_43/ReadVariableOp/resource" -> "1491 inception_v3/batch_normalization_43/ReadVariableOp"; -"1491 inception_v3/batch_normalization_43/ReadVariableOp" -> "1496 inception_v3/batch_normalization_43/FusedBatchNormV3"; -"1492 inception_v3/batch_normalization_43/FusedBatchNormV3/ReadVariableOp/resource" -> "1493 inception_v3/batch_normalization_43/FusedBatchNormV3/ReadVariableOp"; -"1493 inception_v3/batch_normalization_43/FusedBatchNormV3/ReadVariableOp" -> "1496 inception_v3/batch_normalization_43/FusedBatchNormV3"; -"1494 inception_v3/batch_normalization_43/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1495 inception_v3/batch_normalization_43/FusedBatchNormV3/ReadVariableOp_1"; -"1495 inception_v3/batch_normalization_43/FusedBatchNormV3/ReadVariableOp_1" -> "1496 inception_v3/batch_normalization_43/FusedBatchNormV3"; -"1496 inception_v3/batch_normalization_43/FusedBatchNormV3" -> "1507 inception_v3/activation_43/Relu"; -"1497 inception_v3/batch_normalization_40/scale" -> "1504 inception_v3/batch_normalization_40/FusedBatchNormV3"; -"1498 inception_v3/batch_normalization_40/ReadVariableOp/resource" -> "1499 inception_v3/batch_normalization_40/ReadVariableOp"; -"1499 inception_v3/batch_normalization_40/ReadVariableOp" -> "1504 inception_v3/batch_normalization_40/FusedBatchNormV3"; 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inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant_2/FakeQuantWithMinMaxVars"; -"1507 inception_v3/activation_43/Relu" -> "1524 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant_1/FakeQuantWithMinMaxVars"; -"1508 inception_v3/activation_40/Relu" -> "1517 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant/FakeQuantWithMinMaxVars"; -"1509 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant/Abs/ReadVariableOp/resource" -> "1510 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant/Abs/ReadVariableOp"; -"1509 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant/Abs/ReadVariableOp/resource" -> "1518 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant_1/Abs/ReadVariableOp"; -"1509 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant/Abs/ReadVariableOp/resource" -> "1525 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant_2/Abs/ReadVariableOp"; -"1509 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant/Abs/ReadVariableOp/resource" -> "1532 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant_3/Abs/ReadVariableOp"; -"1510 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant/Abs/ReadVariableOp" -> "1511 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant/Abs"; -"1511 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant/Abs" -> "1513 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant/add"; -"1512 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant/add/y" -> "1513 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant/add"; -"1513 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant/add" -> "1516 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant/mul"; -"1513 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant/add" -> "1517 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant/FakeQuantWithMinMaxVars"; -"1514 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant/mul/ReadVariableOp/resource" -> "1515 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant/mul/ReadVariableOp"; -"1514 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant/mul/ReadVariableOp/resource" -> "1522 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant_1/mul/ReadVariableOp"; -"1514 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant/mul/ReadVariableOp/resource" -> "1529 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant_2/mul/ReadVariableOp"; -"1514 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant/mul/ReadVariableOp/resource" -> "1536 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant_3/mul/ReadVariableOp"; -"1515 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant/mul/ReadVariableOp" -> "1516 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant/mul"; -"1516 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant/mul" -> "1517 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant/FakeQuantWithMinMaxVars"; -"1517 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant/FakeQuantWithMinMaxVars" -> "1540 inception_v3/mixed5/concat"; -"1518 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant_1/Abs/ReadVariableOp" -> "1519 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant_1/Abs"; -"1519 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant_1/Abs" -> "1521 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant_1/add"; -"1520 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant_1/add/y" -> "1521 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant_1/add"; -"1521 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant_1/add" -> "1523 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant_1/mul"; -"1521 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant_1/add" -> "1524 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant_1/FakeQuantWithMinMaxVars"; -"1522 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant_1/mul/ReadVariableOp" -> "1523 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant_1/mul"; -"1523 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant_1/mul" -> "1524 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant_1/FakeQuantWithMinMaxVars"; -"1524 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant_1/FakeQuantWithMinMaxVars" -> "1540 inception_v3/mixed5/concat"; -"1525 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant_2/Abs/ReadVariableOp" -> "1526 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant_2/Abs"; -"1526 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant_2/Abs" -> "1528 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant_2/add"; -"1527 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant_2/add/y" -> "1528 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant_2/add"; -"1528 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant_2/add" -> "1530 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant_2/mul"; -"1528 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant_2/add" -> "1531 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant_2/FakeQuantWithMinMaxVars"; -"1529 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant_2/mul/ReadVariableOp" -> "1530 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant_2/mul"; -"1530 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant_2/mul" -> "1531 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant_2/FakeQuantWithMinMaxVars"; -"1531 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant_2/FakeQuantWithMinMaxVars" -> "1540 inception_v3/mixed5/concat"; -"1532 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant_3/Abs/ReadVariableOp" -> "1533 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant_3/Abs"; -"1533 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant_3/Abs" -> "1535 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant_3/add"; -"1534 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant_3/add/y" -> "1535 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant_3/add"; -"1535 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant_3/add" -> "1537 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant_3/mul"; -"1535 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant_3/add" -> "1538 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant_3/FakeQuantWithMinMaxVars"; -"1536 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant_3/mul/ReadVariableOp" -> "1537 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant_3/mul"; -"1537 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant_3/mul" -> "1538 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant_3/FakeQuantWithMinMaxVars"; -"1538 inception_v3/activation_40/fake_quantize/unified_scale_group/SymmQuant_3/FakeQuantWithMinMaxVars" -> "1540 inception_v3/mixed5/concat"; -"1539 inception_v3/mixed5/concat/axis" -> "1540 inception_v3/mixed5/concat"; -"1540 inception_v3/mixed5/concat" -> "1552 inception_v3/conv2d_54/Conv2D"; -"1540 inception_v3/mixed5/concat" -> "1624 inception_v3/conv2d_51/Conv2D"; -"1540 inception_v3/mixed5/concat" -> "1701 inception_v3/average_pooling2d_5/AvgPool"; -"1540 inception_v3/mixed5/concat" -> "1778 inception_v3/conv2d_50/Conv2D"; -"1541 inception_v3/conv2d_54/SymmQuant/Abs/ReadVariableOp/resource" -> "1542 inception_v3/conv2d_54/SymmQuant/Abs/ReadVariableOp"; -"1542 inception_v3/conv2d_54/SymmQuant/Abs/ReadVariableOp" -> "1543 inception_v3/conv2d_54/SymmQuant/Abs"; -"1543 inception_v3/conv2d_54/SymmQuant/Abs" -> "1545 inception_v3/conv2d_54/SymmQuant/add"; -"1544 inception_v3/conv2d_54/SymmQuant/add/y" -> "1545 inception_v3/conv2d_54/SymmQuant/add"; -"1545 inception_v3/conv2d_54/SymmQuant/add" -> "1548 inception_v3/conv2d_54/SymmQuant/mul"; -"1545 inception_v3/conv2d_54/SymmQuant/add" -> "1551 inception_v3/conv2d_54/SymmQuant/FakeQuantWithMinMaxVars"; -"1546 inception_v3/conv2d_54/SymmQuant/mul/ReadVariableOp/resource" -> "1547 inception_v3/conv2d_54/SymmQuant/mul/ReadVariableOp"; -"1547 inception_v3/conv2d_54/SymmQuant/mul/ReadVariableOp" -> "1548 inception_v3/conv2d_54/SymmQuant/mul"; -"1548 inception_v3/conv2d_54/SymmQuant/mul" -> "1551 inception_v3/conv2d_54/SymmQuant/FakeQuantWithMinMaxVars"; -"1549 inception_v3/conv2d_54/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "1550 inception_v3/conv2d_54/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1550 inception_v3/conv2d_54/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1551 inception_v3/conv2d_54/SymmQuant/FakeQuantWithMinMaxVars"; -"1551 inception_v3/conv2d_54/SymmQuant/FakeQuantWithMinMaxVars" -> "1552 inception_v3/conv2d_54/Conv2D"; -"1552 inception_v3/conv2d_54/Conv2D" -> "1560 inception_v3/batch_normalization_54/FusedBatchNormV3"; -"1553 inception_v3/batch_normalization_54/scale" -> "1560 inception_v3/batch_normalization_54/FusedBatchNormV3"; -"1554 inception_v3/batch_normalization_54/ReadVariableOp/resource" -> "1555 inception_v3/batch_normalization_54/ReadVariableOp"; -"1555 inception_v3/batch_normalization_54/ReadVariableOp" -> "1560 inception_v3/batch_normalization_54/FusedBatchNormV3"; -"1556 inception_v3/batch_normalization_54/FusedBatchNormV3/ReadVariableOp/resource" -> "1557 inception_v3/batch_normalization_54/FusedBatchNormV3/ReadVariableOp"; -"1557 inception_v3/batch_normalization_54/FusedBatchNormV3/ReadVariableOp" -> "1560 inception_v3/batch_normalization_54/FusedBatchNormV3"; -"1558 inception_v3/batch_normalization_54/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1559 inception_v3/batch_normalization_54/FusedBatchNormV3/ReadVariableOp_1"; -"1559 inception_v3/batch_normalization_54/FusedBatchNormV3/ReadVariableOp_1" -> "1560 inception_v3/batch_normalization_54/FusedBatchNormV3"; -"1560 inception_v3/batch_normalization_54/FusedBatchNormV3" -> "1561 inception_v3/activation_54/Relu"; -"1561 inception_v3/activation_54/Relu" -> "1570 inception_v3/activation_54/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1562 inception_v3/activation_54/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "1563 inception_v3/activation_54/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"1563 inception_v3/activation_54/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "1564 inception_v3/activation_54/fake_quantize/SymmQuant/Abs"; -"1564 inception_v3/activation_54/fake_quantize/SymmQuant/Abs" -> "1566 inception_v3/activation_54/fake_quantize/SymmQuant/add"; -"1565 inception_v3/activation_54/fake_quantize/SymmQuant/add/y" -> "1566 inception_v3/activation_54/fake_quantize/SymmQuant/add"; -"1566 inception_v3/activation_54/fake_quantize/SymmQuant/add" -> "1569 inception_v3/activation_54/fake_quantize/SymmQuant/mul"; -"1566 inception_v3/activation_54/fake_quantize/SymmQuant/add" -> "1570 inception_v3/activation_54/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1567 inception_v3/activation_54/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "1568 inception_v3/activation_54/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"1568 inception_v3/activation_54/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "1569 inception_v3/activation_54/fake_quantize/SymmQuant/mul"; -"1569 inception_v3/activation_54/fake_quantize/SymmQuant/mul" -> "1570 inception_v3/activation_54/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1570 inception_v3/activation_54/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "1582 inception_v3/conv2d_55/Conv2D"; -"1571 inception_v3/conv2d_55/SymmQuant/Abs/ReadVariableOp/resource" -> "1572 inception_v3/conv2d_55/SymmQuant/Abs/ReadVariableOp"; -"1572 inception_v3/conv2d_55/SymmQuant/Abs/ReadVariableOp" -> "1573 inception_v3/conv2d_55/SymmQuant/Abs"; -"1573 inception_v3/conv2d_55/SymmQuant/Abs" -> "1575 inception_v3/conv2d_55/SymmQuant/add"; -"1574 inception_v3/conv2d_55/SymmQuant/add/y" -> "1575 inception_v3/conv2d_55/SymmQuant/add"; -"1575 inception_v3/conv2d_55/SymmQuant/add" -> "1578 inception_v3/conv2d_55/SymmQuant/mul"; -"1575 inception_v3/conv2d_55/SymmQuant/add" -> "1581 inception_v3/conv2d_55/SymmQuant/FakeQuantWithMinMaxVars"; -"1576 inception_v3/conv2d_55/SymmQuant/mul/ReadVariableOp/resource" -> "1577 inception_v3/conv2d_55/SymmQuant/mul/ReadVariableOp"; -"1577 inception_v3/conv2d_55/SymmQuant/mul/ReadVariableOp" -> "1578 inception_v3/conv2d_55/SymmQuant/mul"; -"1578 inception_v3/conv2d_55/SymmQuant/mul" -> "1581 inception_v3/conv2d_55/SymmQuant/FakeQuantWithMinMaxVars"; -"1579 inception_v3/conv2d_55/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "1580 inception_v3/conv2d_55/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1580 inception_v3/conv2d_55/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1581 inception_v3/conv2d_55/SymmQuant/FakeQuantWithMinMaxVars"; -"1581 inception_v3/conv2d_55/SymmQuant/FakeQuantWithMinMaxVars" -> "1582 inception_v3/conv2d_55/Conv2D"; -"1582 inception_v3/conv2d_55/Conv2D" -> "1590 inception_v3/batch_normalization_55/FusedBatchNormV3"; -"1583 inception_v3/batch_normalization_55/scale" -> "1590 inception_v3/batch_normalization_55/FusedBatchNormV3"; -"1584 inception_v3/batch_normalization_55/ReadVariableOp/resource" -> "1585 inception_v3/batch_normalization_55/ReadVariableOp"; -"1585 inception_v3/batch_normalization_55/ReadVariableOp" -> "1590 inception_v3/batch_normalization_55/FusedBatchNormV3"; -"1586 inception_v3/batch_normalization_55/FusedBatchNormV3/ReadVariableOp/resource" -> "1587 inception_v3/batch_normalization_55/FusedBatchNormV3/ReadVariableOp"; -"1587 inception_v3/batch_normalization_55/FusedBatchNormV3/ReadVariableOp" -> "1590 inception_v3/batch_normalization_55/FusedBatchNormV3"; -"1588 inception_v3/batch_normalization_55/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1589 inception_v3/batch_normalization_55/FusedBatchNormV3/ReadVariableOp_1"; -"1589 inception_v3/batch_normalization_55/FusedBatchNormV3/ReadVariableOp_1" -> "1590 inception_v3/batch_normalization_55/FusedBatchNormV3"; -"1590 inception_v3/batch_normalization_55/FusedBatchNormV3" -> "1591 inception_v3/activation_55/Relu"; -"1591 inception_v3/activation_55/Relu" -> "1600 inception_v3/activation_55/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1592 inception_v3/activation_55/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "1593 inception_v3/activation_55/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"1593 inception_v3/activation_55/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "1594 inception_v3/activation_55/fake_quantize/SymmQuant/Abs"; -"1594 inception_v3/activation_55/fake_quantize/SymmQuant/Abs" -> "1596 inception_v3/activation_55/fake_quantize/SymmQuant/add"; -"1595 inception_v3/activation_55/fake_quantize/SymmQuant/add/y" -> "1596 inception_v3/activation_55/fake_quantize/SymmQuant/add"; -"1596 inception_v3/activation_55/fake_quantize/SymmQuant/add" -> "1599 inception_v3/activation_55/fake_quantize/SymmQuant/mul"; -"1596 inception_v3/activation_55/fake_quantize/SymmQuant/add" -> "1600 inception_v3/activation_55/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1597 inception_v3/activation_55/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "1598 inception_v3/activation_55/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"1598 inception_v3/activation_55/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "1599 inception_v3/activation_55/fake_quantize/SymmQuant/mul"; -"1599 inception_v3/activation_55/fake_quantize/SymmQuant/mul" -> "1600 inception_v3/activation_55/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1600 inception_v3/activation_55/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "1612 inception_v3/conv2d_56/Conv2D"; -"1601 inception_v3/conv2d_56/SymmQuant/Abs/ReadVariableOp/resource" -> "1602 inception_v3/conv2d_56/SymmQuant/Abs/ReadVariableOp"; -"1602 inception_v3/conv2d_56/SymmQuant/Abs/ReadVariableOp" -> "1603 inception_v3/conv2d_56/SymmQuant/Abs"; -"1603 inception_v3/conv2d_56/SymmQuant/Abs" -> "1605 inception_v3/conv2d_56/SymmQuant/add"; -"1604 inception_v3/conv2d_56/SymmQuant/add/y" -> "1605 inception_v3/conv2d_56/SymmQuant/add"; -"1605 inception_v3/conv2d_56/SymmQuant/add" -> "1608 inception_v3/conv2d_56/SymmQuant/mul"; -"1605 inception_v3/conv2d_56/SymmQuant/add" -> "1611 inception_v3/conv2d_56/SymmQuant/FakeQuantWithMinMaxVars"; -"1606 inception_v3/conv2d_56/SymmQuant/mul/ReadVariableOp/resource" -> "1607 inception_v3/conv2d_56/SymmQuant/mul/ReadVariableOp"; -"1607 inception_v3/conv2d_56/SymmQuant/mul/ReadVariableOp" -> "1608 inception_v3/conv2d_56/SymmQuant/mul"; -"1608 inception_v3/conv2d_56/SymmQuant/mul" -> "1611 inception_v3/conv2d_56/SymmQuant/FakeQuantWithMinMaxVars"; -"1609 inception_v3/conv2d_56/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "1610 inception_v3/conv2d_56/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1610 inception_v3/conv2d_56/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1611 inception_v3/conv2d_56/SymmQuant/FakeQuantWithMinMaxVars"; -"1611 inception_v3/conv2d_56/SymmQuant/FakeQuantWithMinMaxVars" -> "1612 inception_v3/conv2d_56/Conv2D"; -"1612 inception_v3/conv2d_56/Conv2D" -> "1632 inception_v3/batch_normalization_56/FusedBatchNormV3"; -"1613 inception_v3/conv2d_51/SymmQuant/Abs/ReadVariableOp/resource" -> "1614 inception_v3/conv2d_51/SymmQuant/Abs/ReadVariableOp"; -"1614 inception_v3/conv2d_51/SymmQuant/Abs/ReadVariableOp" -> "1615 inception_v3/conv2d_51/SymmQuant/Abs"; -"1615 inception_v3/conv2d_51/SymmQuant/Abs" -> "1617 inception_v3/conv2d_51/SymmQuant/add"; -"1616 inception_v3/conv2d_51/SymmQuant/add/y" -> "1617 inception_v3/conv2d_51/SymmQuant/add"; -"1617 inception_v3/conv2d_51/SymmQuant/add" -> "1620 inception_v3/conv2d_51/SymmQuant/mul"; -"1617 inception_v3/conv2d_51/SymmQuant/add" -> "1623 inception_v3/conv2d_51/SymmQuant/FakeQuantWithMinMaxVars"; -"1618 inception_v3/conv2d_51/SymmQuant/mul/ReadVariableOp/resource" -> "1619 inception_v3/conv2d_51/SymmQuant/mul/ReadVariableOp"; -"1619 inception_v3/conv2d_51/SymmQuant/mul/ReadVariableOp" -> "1620 inception_v3/conv2d_51/SymmQuant/mul"; -"1620 inception_v3/conv2d_51/SymmQuant/mul" -> "1623 inception_v3/conv2d_51/SymmQuant/FakeQuantWithMinMaxVars"; -"1621 inception_v3/conv2d_51/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "1622 inception_v3/conv2d_51/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1622 inception_v3/conv2d_51/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1623 inception_v3/conv2d_51/SymmQuant/FakeQuantWithMinMaxVars"; -"1623 inception_v3/conv2d_51/SymmQuant/FakeQuantWithMinMaxVars" -> "1624 inception_v3/conv2d_51/Conv2D"; -"1624 inception_v3/conv2d_51/Conv2D" -> "1640 inception_v3/batch_normalization_51/FusedBatchNormV3"; -"1625 inception_v3/batch_normalization_56/scale" -> "1632 inception_v3/batch_normalization_56/FusedBatchNormV3"; -"1626 inception_v3/batch_normalization_56/ReadVariableOp/resource" -> "1627 inception_v3/batch_normalization_56/ReadVariableOp"; -"1627 inception_v3/batch_normalization_56/ReadVariableOp" -> "1632 inception_v3/batch_normalization_56/FusedBatchNormV3"; -"1628 inception_v3/batch_normalization_56/FusedBatchNormV3/ReadVariableOp/resource" -> "1629 inception_v3/batch_normalization_56/FusedBatchNormV3/ReadVariableOp"; -"1629 inception_v3/batch_normalization_56/FusedBatchNormV3/ReadVariableOp" -> "1632 inception_v3/batch_normalization_56/FusedBatchNormV3"; -"1630 inception_v3/batch_normalization_56/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1631 inception_v3/batch_normalization_56/FusedBatchNormV3/ReadVariableOp_1"; -"1631 inception_v3/batch_normalization_56/FusedBatchNormV3/ReadVariableOp_1" -> "1632 inception_v3/batch_normalization_56/FusedBatchNormV3"; -"1632 inception_v3/batch_normalization_56/FusedBatchNormV3" -> "1641 inception_v3/activation_56/Relu"; -"1633 inception_v3/batch_normalization_51/scale" -> "1640 inception_v3/batch_normalization_51/FusedBatchNormV3"; -"1634 inception_v3/batch_normalization_51/ReadVariableOp/resource" -> "1635 inception_v3/batch_normalization_51/ReadVariableOp"; -"1635 inception_v3/batch_normalization_51/ReadVariableOp" -> "1640 inception_v3/batch_normalization_51/FusedBatchNormV3"; -"1636 inception_v3/batch_normalization_51/FusedBatchNormV3/ReadVariableOp/resource" -> "1637 inception_v3/batch_normalization_51/FusedBatchNormV3/ReadVariableOp"; -"1637 inception_v3/batch_normalization_51/FusedBatchNormV3/ReadVariableOp" -> "1640 inception_v3/batch_normalization_51/FusedBatchNormV3"; -"1638 inception_v3/batch_normalization_51/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1639 inception_v3/batch_normalization_51/FusedBatchNormV3/ReadVariableOp_1"; -"1639 inception_v3/batch_normalization_51/FusedBatchNormV3/ReadVariableOp_1" -> "1640 inception_v3/batch_normalization_51/FusedBatchNormV3"; -"1640 inception_v3/batch_normalization_51/FusedBatchNormV3" -> "1642 inception_v3/activation_51/Relu"; -"1641 inception_v3/activation_56/Relu" -> "1651 inception_v3/activation_56/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1642 inception_v3/activation_51/Relu" -> "1660 inception_v3/activation_51/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1643 inception_v3/activation_56/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "1644 inception_v3/activation_56/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"1644 inception_v3/activation_56/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "1645 inception_v3/activation_56/fake_quantize/SymmQuant/Abs"; -"1645 inception_v3/activation_56/fake_quantize/SymmQuant/Abs" -> "1647 inception_v3/activation_56/fake_quantize/SymmQuant/add"; -"1646 inception_v3/activation_56/fake_quantize/SymmQuant/add/y" -> "1647 inception_v3/activation_56/fake_quantize/SymmQuant/add"; -"1647 inception_v3/activation_56/fake_quantize/SymmQuant/add" -> "1650 inception_v3/activation_56/fake_quantize/SymmQuant/mul"; -"1647 inception_v3/activation_56/fake_quantize/SymmQuant/add" -> "1651 inception_v3/activation_56/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1648 inception_v3/activation_56/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "1649 inception_v3/activation_56/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"1649 inception_v3/activation_56/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "1650 inception_v3/activation_56/fake_quantize/SymmQuant/mul"; -"1650 inception_v3/activation_56/fake_quantize/SymmQuant/mul" -> "1651 inception_v3/activation_56/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1651 inception_v3/activation_56/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "1672 inception_v3/conv2d_57/Conv2D"; -"1652 inception_v3/activation_51/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "1653 inception_v3/activation_51/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"1653 inception_v3/activation_51/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "1654 inception_v3/activation_51/fake_quantize/SymmQuant/Abs"; -"1654 inception_v3/activation_51/fake_quantize/SymmQuant/Abs" -> "1656 inception_v3/activation_51/fake_quantize/SymmQuant/add"; -"1655 inception_v3/activation_51/fake_quantize/SymmQuant/add/y" -> "1656 inception_v3/activation_51/fake_quantize/SymmQuant/add"; -"1656 inception_v3/activation_51/fake_quantize/SymmQuant/add" -> "1659 inception_v3/activation_51/fake_quantize/SymmQuant/mul"; -"1656 inception_v3/activation_51/fake_quantize/SymmQuant/add" -> "1660 inception_v3/activation_51/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1657 inception_v3/activation_51/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "1658 inception_v3/activation_51/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"1658 inception_v3/activation_51/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "1659 inception_v3/activation_51/fake_quantize/SymmQuant/mul"; -"1659 inception_v3/activation_51/fake_quantize/SymmQuant/mul" -> "1660 inception_v3/activation_51/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1660 inception_v3/activation_51/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "1684 inception_v3/conv2d_52/Conv2D"; -"1661 inception_v3/conv2d_57/SymmQuant/Abs/ReadVariableOp/resource" -> "1662 inception_v3/conv2d_57/SymmQuant/Abs/ReadVariableOp"; -"1662 inception_v3/conv2d_57/SymmQuant/Abs/ReadVariableOp" -> "1663 inception_v3/conv2d_57/SymmQuant/Abs"; -"1663 inception_v3/conv2d_57/SymmQuant/Abs" -> "1665 inception_v3/conv2d_57/SymmQuant/add"; -"1664 inception_v3/conv2d_57/SymmQuant/add/y" -> "1665 inception_v3/conv2d_57/SymmQuant/add"; -"1665 inception_v3/conv2d_57/SymmQuant/add" -> "1668 inception_v3/conv2d_57/SymmQuant/mul"; -"1665 inception_v3/conv2d_57/SymmQuant/add" -> "1671 inception_v3/conv2d_57/SymmQuant/FakeQuantWithMinMaxVars"; -"1666 inception_v3/conv2d_57/SymmQuant/mul/ReadVariableOp/resource" -> "1667 inception_v3/conv2d_57/SymmQuant/mul/ReadVariableOp"; -"1667 inception_v3/conv2d_57/SymmQuant/mul/ReadVariableOp" -> "1668 inception_v3/conv2d_57/SymmQuant/mul"; -"1668 inception_v3/conv2d_57/SymmQuant/mul" -> "1671 inception_v3/conv2d_57/SymmQuant/FakeQuantWithMinMaxVars"; -"1669 inception_v3/conv2d_57/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "1670 inception_v3/conv2d_57/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1670 inception_v3/conv2d_57/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1671 inception_v3/conv2d_57/SymmQuant/FakeQuantWithMinMaxVars"; -"1671 inception_v3/conv2d_57/SymmQuant/FakeQuantWithMinMaxVars" -> "1672 inception_v3/conv2d_57/Conv2D"; -"1672 inception_v3/conv2d_57/Conv2D" -> "1692 inception_v3/batch_normalization_57/FusedBatchNormV3"; -"1673 inception_v3/conv2d_52/SymmQuant/Abs/ReadVariableOp/resource" -> "1674 inception_v3/conv2d_52/SymmQuant/Abs/ReadVariableOp"; -"1674 inception_v3/conv2d_52/SymmQuant/Abs/ReadVariableOp" -> "1675 inception_v3/conv2d_52/SymmQuant/Abs"; -"1675 inception_v3/conv2d_52/SymmQuant/Abs" -> "1677 inception_v3/conv2d_52/SymmQuant/add"; -"1676 inception_v3/conv2d_52/SymmQuant/add/y" -> "1677 inception_v3/conv2d_52/SymmQuant/add"; -"1677 inception_v3/conv2d_52/SymmQuant/add" -> "1680 inception_v3/conv2d_52/SymmQuant/mul"; -"1677 inception_v3/conv2d_52/SymmQuant/add" -> "1683 inception_v3/conv2d_52/SymmQuant/FakeQuantWithMinMaxVars"; -"1678 inception_v3/conv2d_52/SymmQuant/mul/ReadVariableOp/resource" -> "1679 inception_v3/conv2d_52/SymmQuant/mul/ReadVariableOp"; -"1679 inception_v3/conv2d_52/SymmQuant/mul/ReadVariableOp" -> "1680 inception_v3/conv2d_52/SymmQuant/mul"; -"1680 inception_v3/conv2d_52/SymmQuant/mul" -> "1683 inception_v3/conv2d_52/SymmQuant/FakeQuantWithMinMaxVars"; -"1681 inception_v3/conv2d_52/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "1682 inception_v3/conv2d_52/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1682 inception_v3/conv2d_52/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1683 inception_v3/conv2d_52/SymmQuant/FakeQuantWithMinMaxVars"; -"1683 inception_v3/conv2d_52/SymmQuant/FakeQuantWithMinMaxVars" -> "1684 inception_v3/conv2d_52/Conv2D"; -"1684 inception_v3/conv2d_52/Conv2D" -> "1700 inception_v3/batch_normalization_52/FusedBatchNormV3"; -"1685 inception_v3/batch_normalization_57/scale" -> "1692 inception_v3/batch_normalization_57/FusedBatchNormV3"; -"1686 inception_v3/batch_normalization_57/ReadVariableOp/resource" -> "1687 inception_v3/batch_normalization_57/ReadVariableOp"; -"1687 inception_v3/batch_normalization_57/ReadVariableOp" -> "1692 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inception_v3/batch_normalization_66/FusedBatchNormV3"; -"1934 inception_v3/batch_normalization_66/FusedBatchNormV3/ReadVariableOp/resource" -> "1935 inception_v3/batch_normalization_66/FusedBatchNormV3/ReadVariableOp"; -"1935 inception_v3/batch_normalization_66/FusedBatchNormV3/ReadVariableOp" -> "1938 inception_v3/batch_normalization_66/FusedBatchNormV3"; -"1936 inception_v3/batch_normalization_66/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1937 inception_v3/batch_normalization_66/FusedBatchNormV3/ReadVariableOp_1"; -"1937 inception_v3/batch_normalization_66/FusedBatchNormV3/ReadVariableOp_1" -> "1938 inception_v3/batch_normalization_66/FusedBatchNormV3"; -"1938 inception_v3/batch_normalization_66/FusedBatchNormV3" -> "1947 inception_v3/activation_66/Relu"; -"1939 inception_v3/batch_normalization_61/scale" -> "1946 inception_v3/batch_normalization_61/FusedBatchNormV3"; -"1940 inception_v3/batch_normalization_61/ReadVariableOp/resource" -> "1941 inception_v3/batch_normalization_61/ReadVariableOp"; -"1941 inception_v3/batch_normalization_61/ReadVariableOp" -> "1946 inception_v3/batch_normalization_61/FusedBatchNormV3"; -"1942 inception_v3/batch_normalization_61/FusedBatchNormV3/ReadVariableOp/resource" -> "1943 inception_v3/batch_normalization_61/FusedBatchNormV3/ReadVariableOp"; -"1943 inception_v3/batch_normalization_61/FusedBatchNormV3/ReadVariableOp" -> "1946 inception_v3/batch_normalization_61/FusedBatchNormV3"; -"1944 inception_v3/batch_normalization_61/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1945 inception_v3/batch_normalization_61/FusedBatchNormV3/ReadVariableOp_1"; -"1945 inception_v3/batch_normalization_61/FusedBatchNormV3/ReadVariableOp_1" -> "1946 inception_v3/batch_normalization_61/FusedBatchNormV3"; -"1946 inception_v3/batch_normalization_61/FusedBatchNormV3" -> "1948 inception_v3/activation_61/Relu"; -"1947 inception_v3/activation_66/Relu" -> "1957 inception_v3/activation_66/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1948 inception_v3/activation_61/Relu" -> "1966 inception_v3/activation_61/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1949 inception_v3/activation_66/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "1950 inception_v3/activation_66/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"1950 inception_v3/activation_66/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "1951 inception_v3/activation_66/fake_quantize/SymmQuant/Abs"; -"1951 inception_v3/activation_66/fake_quantize/SymmQuant/Abs" -> "1953 inception_v3/activation_66/fake_quantize/SymmQuant/add"; -"1952 inception_v3/activation_66/fake_quantize/SymmQuant/add/y" -> "1953 inception_v3/activation_66/fake_quantize/SymmQuant/add"; -"1953 inception_v3/activation_66/fake_quantize/SymmQuant/add" -> "1956 inception_v3/activation_66/fake_quantize/SymmQuant/mul"; -"1953 inception_v3/activation_66/fake_quantize/SymmQuant/add" -> "1957 inception_v3/activation_66/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1954 inception_v3/activation_66/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "1955 inception_v3/activation_66/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"1955 inception_v3/activation_66/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "1956 inception_v3/activation_66/fake_quantize/SymmQuant/mul"; -"1956 inception_v3/activation_66/fake_quantize/SymmQuant/mul" -> "1957 inception_v3/activation_66/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1957 inception_v3/activation_66/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "1978 inception_v3/conv2d_67/Conv2D"; -"1958 inception_v3/activation_61/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "1959 inception_v3/activation_61/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"1959 inception_v3/activation_61/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "1960 inception_v3/activation_61/fake_quantize/SymmQuant/Abs"; -"1960 inception_v3/activation_61/fake_quantize/SymmQuant/Abs" -> "1962 inception_v3/activation_61/fake_quantize/SymmQuant/add"; -"1961 inception_v3/activation_61/fake_quantize/SymmQuant/add/y" -> "1962 inception_v3/activation_61/fake_quantize/SymmQuant/add"; -"1962 inception_v3/activation_61/fake_quantize/SymmQuant/add" -> "1965 inception_v3/activation_61/fake_quantize/SymmQuant/mul"; -"1962 inception_v3/activation_61/fake_quantize/SymmQuant/add" -> "1966 inception_v3/activation_61/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1963 inception_v3/activation_61/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "1964 inception_v3/activation_61/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"1964 inception_v3/activation_61/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "1965 inception_v3/activation_61/fake_quantize/SymmQuant/mul"; -"1965 inception_v3/activation_61/fake_quantize/SymmQuant/mul" -> "1966 inception_v3/activation_61/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1966 inception_v3/activation_61/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "1990 inception_v3/conv2d_62/Conv2D"; -"1967 inception_v3/conv2d_67/SymmQuant/Abs/ReadVariableOp/resource" -> "1968 inception_v3/conv2d_67/SymmQuant/Abs/ReadVariableOp"; -"1968 inception_v3/conv2d_67/SymmQuant/Abs/ReadVariableOp" -> "1969 inception_v3/conv2d_67/SymmQuant/Abs"; -"1969 inception_v3/conv2d_67/SymmQuant/Abs" -> "1971 inception_v3/conv2d_67/SymmQuant/add"; -"1970 inception_v3/conv2d_67/SymmQuant/add/y" -> "1971 inception_v3/conv2d_67/SymmQuant/add"; -"1971 inception_v3/conv2d_67/SymmQuant/add" -> "1974 inception_v3/conv2d_67/SymmQuant/mul"; -"1971 inception_v3/conv2d_67/SymmQuant/add" -> "1977 inception_v3/conv2d_67/SymmQuant/FakeQuantWithMinMaxVars"; -"1972 inception_v3/conv2d_67/SymmQuant/mul/ReadVariableOp/resource" -> "1973 inception_v3/conv2d_67/SymmQuant/mul/ReadVariableOp"; -"1973 inception_v3/conv2d_67/SymmQuant/mul/ReadVariableOp" -> "1974 inception_v3/conv2d_67/SymmQuant/mul"; -"1974 inception_v3/conv2d_67/SymmQuant/mul" -> "1977 inception_v3/conv2d_67/SymmQuant/FakeQuantWithMinMaxVars"; -"1975 inception_v3/conv2d_67/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "1976 inception_v3/conv2d_67/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1976 inception_v3/conv2d_67/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1977 inception_v3/conv2d_67/SymmQuant/FakeQuantWithMinMaxVars"; -"1977 inception_v3/conv2d_67/SymmQuant/FakeQuantWithMinMaxVars" -> "1978 inception_v3/conv2d_67/Conv2D"; -"1978 inception_v3/conv2d_67/Conv2D" -> "1998 inception_v3/batch_normalization_67/FusedBatchNormV3"; -"1979 inception_v3/conv2d_62/SymmQuant/Abs/ReadVariableOp/resource" -> "1980 inception_v3/conv2d_62/SymmQuant/Abs/ReadVariableOp"; -"1980 inception_v3/conv2d_62/SymmQuant/Abs/ReadVariableOp" -> "1981 inception_v3/conv2d_62/SymmQuant/Abs"; -"1981 inception_v3/conv2d_62/SymmQuant/Abs" -> "1983 inception_v3/conv2d_62/SymmQuant/add"; -"1982 inception_v3/conv2d_62/SymmQuant/add/y" -> "1983 inception_v3/conv2d_62/SymmQuant/add"; -"1983 inception_v3/conv2d_62/SymmQuant/add" -> "1986 inception_v3/conv2d_62/SymmQuant/mul"; -"1983 inception_v3/conv2d_62/SymmQuant/add" -> "1989 inception_v3/conv2d_62/SymmQuant/FakeQuantWithMinMaxVars"; -"1984 inception_v3/conv2d_62/SymmQuant/mul/ReadVariableOp/resource" -> "1985 inception_v3/conv2d_62/SymmQuant/mul/ReadVariableOp"; -"1985 inception_v3/conv2d_62/SymmQuant/mul/ReadVariableOp" -> "1986 inception_v3/conv2d_62/SymmQuant/mul"; -"1986 inception_v3/conv2d_62/SymmQuant/mul" -> "1989 inception_v3/conv2d_62/SymmQuant/FakeQuantWithMinMaxVars"; -"1987 inception_v3/conv2d_62/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "1988 inception_v3/conv2d_62/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1988 inception_v3/conv2d_62/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1989 inception_v3/conv2d_62/SymmQuant/FakeQuantWithMinMaxVars"; -"1989 inception_v3/conv2d_62/SymmQuant/FakeQuantWithMinMaxVars" -> "1990 inception_v3/conv2d_62/Conv2D"; -"1990 inception_v3/conv2d_62/Conv2D" -> "2006 inception_v3/batch_normalization_62/FusedBatchNormV3"; -"1991 inception_v3/batch_normalization_67/scale" -> "1998 inception_v3/batch_normalization_67/FusedBatchNormV3"; -"1992 inception_v3/batch_normalization_67/ReadVariableOp/resource" -> "1993 inception_v3/batch_normalization_67/ReadVariableOp"; -"1993 inception_v3/batch_normalization_67/ReadVariableOp" -> "1998 inception_v3/batch_normalization_67/FusedBatchNormV3"; -"1994 inception_v3/batch_normalization_67/FusedBatchNormV3/ReadVariableOp/resource" -> "1995 inception_v3/batch_normalization_67/FusedBatchNormV3/ReadVariableOp"; -"1995 inception_v3/batch_normalization_67/FusedBatchNormV3/ReadVariableOp" -> "1998 inception_v3/batch_normalization_67/FusedBatchNormV3"; -"1996 inception_v3/batch_normalization_67/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1997 inception_v3/batch_normalization_67/FusedBatchNormV3/ReadVariableOp_1"; -"1997 inception_v3/batch_normalization_67/FusedBatchNormV3/ReadVariableOp_1" -> "1998 inception_v3/batch_normalization_67/FusedBatchNormV3"; -"1998 inception_v3/batch_normalization_67/FusedBatchNormV3" -> "2008 inception_v3/activation_67/Relu"; -"1999 inception_v3/batch_normalization_62/scale" -> "2006 inception_v3/batch_normalization_62/FusedBatchNormV3"; -"2000 inception_v3/batch_normalization_62/ReadVariableOp/resource" -> "2001 inception_v3/batch_normalization_62/ReadVariableOp"; -"2001 inception_v3/batch_normalization_62/ReadVariableOp" -> "2006 inception_v3/batch_normalization_62/FusedBatchNormV3"; -"2002 inception_v3/batch_normalization_62/FusedBatchNormV3/ReadVariableOp/resource" -> "2003 inception_v3/batch_normalization_62/FusedBatchNormV3/ReadVariableOp"; -"2003 inception_v3/batch_normalization_62/FusedBatchNormV3/ReadVariableOp" -> "2006 inception_v3/batch_normalization_62/FusedBatchNormV3"; -"2004 inception_v3/batch_normalization_62/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2005 inception_v3/batch_normalization_62/FusedBatchNormV3/ReadVariableOp_1"; -"2005 inception_v3/batch_normalization_62/FusedBatchNormV3/ReadVariableOp_1" -> "2006 inception_v3/batch_normalization_62/FusedBatchNormV3"; -"2006 inception_v3/batch_normalization_62/FusedBatchNormV3" -> "2009 inception_v3/activation_62/Relu"; -"2007 inception_v3/average_pooling2d_6/AvgPool" -> "2018 inception_v3/average_pooling2d_6/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2008 inception_v3/activation_67/Relu" -> "2027 inception_v3/activation_67/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2009 inception_v3/activation_62/Relu" -> "2036 inception_v3/activation_62/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2010 inception_v3/average_pooling2d_6/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "2011 inception_v3/average_pooling2d_6/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"2011 inception_v3/average_pooling2d_6/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "2012 inception_v3/average_pooling2d_6/fake_quantize/SymmQuant/Abs"; -"2012 inception_v3/average_pooling2d_6/fake_quantize/SymmQuant/Abs" -> "2014 inception_v3/average_pooling2d_6/fake_quantize/SymmQuant/add"; -"2013 inception_v3/average_pooling2d_6/fake_quantize/SymmQuant/add/y" -> "2014 inception_v3/average_pooling2d_6/fake_quantize/SymmQuant/add"; -"2014 inception_v3/average_pooling2d_6/fake_quantize/SymmQuant/add" -> "2017 inception_v3/average_pooling2d_6/fake_quantize/SymmQuant/mul"; -"2014 inception_v3/average_pooling2d_6/fake_quantize/SymmQuant/add" -> "2018 inception_v3/average_pooling2d_6/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2015 inception_v3/average_pooling2d_6/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "2016 inception_v3/average_pooling2d_6/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"2016 inception_v3/average_pooling2d_6/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "2017 inception_v3/average_pooling2d_6/fake_quantize/SymmQuant/mul"; -"2017 inception_v3/average_pooling2d_6/fake_quantize/SymmQuant/mul" -> "2018 inception_v3/average_pooling2d_6/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2018 inception_v3/average_pooling2d_6/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "2048 inception_v3/conv2d_69/Conv2D"; -"2019 inception_v3/activation_67/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "2020 inception_v3/activation_67/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"2020 inception_v3/activation_67/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "2021 inception_v3/activation_67/fake_quantize/SymmQuant/Abs"; -"2021 inception_v3/activation_67/fake_quantize/SymmQuant/Abs" -> "2023 inception_v3/activation_67/fake_quantize/SymmQuant/add"; -"2022 inception_v3/activation_67/fake_quantize/SymmQuant/add/y" -> "2023 inception_v3/activation_67/fake_quantize/SymmQuant/add"; -"2023 inception_v3/activation_67/fake_quantize/SymmQuant/add" -> 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-> "2097 inception_v3/batch_normalization_68/FusedBatchNormV3/ReadVariableOp"; -"2097 inception_v3/batch_normalization_68/FusedBatchNormV3/ReadVariableOp" -> "2100 inception_v3/batch_normalization_68/FusedBatchNormV3"; -"2098 inception_v3/batch_normalization_68/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2099 inception_v3/batch_normalization_68/FusedBatchNormV3/ReadVariableOp_1"; -"2099 inception_v3/batch_normalization_68/FusedBatchNormV3/ReadVariableOp_1" -> "2100 inception_v3/batch_normalization_68/FusedBatchNormV3"; -"2100 inception_v3/batch_normalization_68/FusedBatchNormV3" -> "2118 inception_v3/activation_68/Relu"; -"2101 inception_v3/batch_normalization_63/scale" -> "2108 inception_v3/batch_normalization_63/FusedBatchNormV3"; -"2102 inception_v3/batch_normalization_63/ReadVariableOp/resource" -> "2103 inception_v3/batch_normalization_63/ReadVariableOp"; -"2103 inception_v3/batch_normalization_63/ReadVariableOp" -> "2108 inception_v3/batch_normalization_63/FusedBatchNormV3"; 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inception_v3/batch_normalization_60/ReadVariableOp" -> "2116 inception_v3/batch_normalization_60/FusedBatchNormV3"; -"2112 inception_v3/batch_normalization_60/FusedBatchNormV3/ReadVariableOp/resource" -> "2113 inception_v3/batch_normalization_60/FusedBatchNormV3/ReadVariableOp"; -"2113 inception_v3/batch_normalization_60/FusedBatchNormV3/ReadVariableOp" -> "2116 inception_v3/batch_normalization_60/FusedBatchNormV3"; -"2114 inception_v3/batch_normalization_60/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2115 inception_v3/batch_normalization_60/FusedBatchNormV3/ReadVariableOp_1"; -"2115 inception_v3/batch_normalization_60/FusedBatchNormV3/ReadVariableOp_1" -> "2116 inception_v3/batch_normalization_60/FusedBatchNormV3"; -"2116 inception_v3/batch_normalization_60/FusedBatchNormV3" -> "2120 inception_v3/activation_60/Relu"; -"2117 inception_v3/activation_69/Relu" -> "2150 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant_3/FakeQuantWithMinMaxVars"; -"2118 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inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant_2/Abs/ReadVariableOp"; -"2121 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant/Abs/ReadVariableOp/resource" -> "2144 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant_3/Abs/ReadVariableOp"; -"2121 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant/Abs/ReadVariableOp/resource" -> "2315 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant_4/Abs/ReadVariableOp"; -"2121 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant/Abs/ReadVariableOp/resource" -> "2322 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant_5/Abs/ReadVariableOp"; -"2122 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant/Abs/ReadVariableOp" -> "2123 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant/Abs"; -"2123 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant/Abs" -> "2125 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant/add"; -"2124 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant/add/y" -> "2125 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant/add"; -"2125 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant/add" -> "2128 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant/mul"; -"2125 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant/add" -> "2129 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant/FakeQuantWithMinMaxVars"; -"2126 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant/mul/ReadVariableOp/resource" -> "2127 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant/mul/ReadVariableOp"; -"2126 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant/mul/ReadVariableOp/resource" -> "2134 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant_1/mul/ReadVariableOp"; -"2126 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant/mul/ReadVariableOp/resource" -> "2141 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant_2/mul/ReadVariableOp"; -"2126 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant/mul/ReadVariableOp/resource" -> "2148 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant_3/mul/ReadVariableOp"; -"2126 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant/mul/ReadVariableOp/resource" -> "2319 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant_4/mul/ReadVariableOp"; -"2126 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant/mul/ReadVariableOp/resource" -> "2326 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant_5/mul/ReadVariableOp"; -"2127 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant/mul/ReadVariableOp" -> "2128 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant/mul"; -"2128 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant/mul" -> "2129 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant/FakeQuantWithMinMaxVars"; -"2129 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant/FakeQuantWithMinMaxVars" -> "2152 inception_v3/mixed7/concat"; -"2130 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant_1/Abs/ReadVariableOp" -> "2131 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant_1/Abs"; -"2131 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant_1/Abs" -> "2133 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant_1/add"; -"2132 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant_1/add/y" -> "2133 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant_1/add"; -"2133 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant_1/add" -> "2135 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant_1/mul"; -"2133 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant_1/add" -> "2136 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant_1/FakeQuantWithMinMaxVars"; -"2134 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant_1/mul/ReadVariableOp" -> "2135 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant_1/mul"; -"2135 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant_1/mul" -> "2136 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant_1/FakeQuantWithMinMaxVars"; -"2136 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant_1/FakeQuantWithMinMaxVars" -> "2152 inception_v3/mixed7/concat"; -"2137 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant_2/Abs/ReadVariableOp" -> "2138 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant_2/Abs"; -"2138 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant_2/Abs" -> "2140 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant_2/add"; -"2139 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant_2/add/y" -> "2140 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant_2/add"; -"2140 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant_2/add" -> "2142 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant_2/mul"; -"2140 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant_2/add" -> "2143 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant_2/FakeQuantWithMinMaxVars"; -"2141 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant_2/mul/ReadVariableOp" -> "2142 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant_2/mul"; -"2142 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant_2/mul" -> "2143 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant_2/FakeQuantWithMinMaxVars"; -"2143 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant_2/FakeQuantWithMinMaxVars" -> "2152 inception_v3/mixed7/concat"; -"2144 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant_3/Abs/ReadVariableOp" -> "2145 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant_3/Abs"; -"2145 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant_3/Abs" -> "2147 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant_3/add"; -"2146 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant_3/add/y" -> "2147 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant_3/add"; -"2147 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant_3/add" -> "2149 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant_3/mul"; -"2147 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant_3/add" -> "2150 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant_3/FakeQuantWithMinMaxVars"; -"2148 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant_3/mul/ReadVariableOp" -> "2149 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant_3/mul"; -"2149 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant_3/mul" -> "2150 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant_3/FakeQuantWithMinMaxVars"; -"2150 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant_3/FakeQuantWithMinMaxVars" -> "2152 inception_v3/mixed7/concat"; -"2151 inception_v3/mixed7/concat/axis" -> "2152 inception_v3/mixed7/concat"; -"2152 inception_v3/mixed7/concat" -> "2164 inception_v3/conv2d_72/Conv2D"; -"2152 inception_v3/mixed7/concat" -> "2236 inception_v3/conv2d_70/Conv2D"; -"2152 inception_v3/mixed7/concat" -> "2329 inception_v3/max_pooling2d_3/MaxPool"; -"2153 inception_v3/conv2d_72/SymmQuant/Abs/ReadVariableOp/resource" -> "2154 inception_v3/conv2d_72/SymmQuant/Abs/ReadVariableOp"; -"2154 inception_v3/conv2d_72/SymmQuant/Abs/ReadVariableOp" -> "2155 inception_v3/conv2d_72/SymmQuant/Abs"; -"2155 inception_v3/conv2d_72/SymmQuant/Abs" -> "2157 inception_v3/conv2d_72/SymmQuant/add"; -"2156 inception_v3/conv2d_72/SymmQuant/add/y" -> "2157 inception_v3/conv2d_72/SymmQuant/add"; -"2157 inception_v3/conv2d_72/SymmQuant/add" -> "2160 inception_v3/conv2d_72/SymmQuant/mul"; -"2157 inception_v3/conv2d_72/SymmQuant/add" -> "2163 inception_v3/conv2d_72/SymmQuant/FakeQuantWithMinMaxVars"; -"2158 inception_v3/conv2d_72/SymmQuant/mul/ReadVariableOp/resource" -> "2159 inception_v3/conv2d_72/SymmQuant/mul/ReadVariableOp"; -"2159 inception_v3/conv2d_72/SymmQuant/mul/ReadVariableOp" -> "2160 inception_v3/conv2d_72/SymmQuant/mul"; -"2160 inception_v3/conv2d_72/SymmQuant/mul" -> "2163 inception_v3/conv2d_72/SymmQuant/FakeQuantWithMinMaxVars"; -"2161 inception_v3/conv2d_72/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "2162 inception_v3/conv2d_72/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2162 inception_v3/conv2d_72/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2163 inception_v3/conv2d_72/SymmQuant/FakeQuantWithMinMaxVars"; -"2163 inception_v3/conv2d_72/SymmQuant/FakeQuantWithMinMaxVars" -> "2164 inception_v3/conv2d_72/Conv2D"; -"2164 inception_v3/conv2d_72/Conv2D" -> "2172 inception_v3/batch_normalization_72/FusedBatchNormV3"; -"2165 inception_v3/batch_normalization_72/scale" -> "2172 inception_v3/batch_normalization_72/FusedBatchNormV3"; -"2166 inception_v3/batch_normalization_72/ReadVariableOp/resource" -> "2167 inception_v3/batch_normalization_72/ReadVariableOp"; -"2167 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inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant_5/mul"; -"2325 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant_5/add" -> "2328 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant_5/FakeQuantWithMinMaxVars"; -"2326 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant_5/mul/ReadVariableOp" -> "2327 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant_5/mul"; -"2327 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant_5/mul" -> "2328 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant_5/FakeQuantWithMinMaxVars"; -"2328 inception_v3/activation_60/fake_quantize/unified_scale_group/SymmQuant_5/FakeQuantWithMinMaxVars" -> "2331 inception_v3/mixed8/concat"; -"2329 inception_v3/max_pooling2d_3/MaxPool" -> "2331 inception_v3/mixed8/concat"; -"2330 inception_v3/mixed8/concat/axis" -> "2331 inception_v3/mixed8/concat"; -"2331 inception_v3/mixed8/concat" -> "2343 inception_v3/conv2d_80/Conv2D"; -"2331 inception_v3/mixed8/concat" -> "2385 inception_v3/conv2d_77/Conv2D"; -"2331 inception_v3/mixed8/concat" -> "2404 inception_v3/average_pooling2d_7/AvgPool"; -"2331 inception_v3/mixed8/concat" -> "2491 inception_v3/conv2d_76/Conv2D"; -"2332 inception_v3/conv2d_80/SymmQuant/Abs/ReadVariableOp/resource" -> "2333 inception_v3/conv2d_80/SymmQuant/Abs/ReadVariableOp"; -"2333 inception_v3/conv2d_80/SymmQuant/Abs/ReadVariableOp" -> "2334 inception_v3/conv2d_80/SymmQuant/Abs"; -"2334 inception_v3/conv2d_80/SymmQuant/Abs" -> "2336 inception_v3/conv2d_80/SymmQuant/add"; -"2335 inception_v3/conv2d_80/SymmQuant/add/y" -> "2336 inception_v3/conv2d_80/SymmQuant/add"; -"2336 inception_v3/conv2d_80/SymmQuant/add" -> "2339 inception_v3/conv2d_80/SymmQuant/mul"; -"2336 inception_v3/conv2d_80/SymmQuant/add" -> "2342 inception_v3/conv2d_80/SymmQuant/FakeQuantWithMinMaxVars"; -"2337 inception_v3/conv2d_80/SymmQuant/mul/ReadVariableOp/resource" -> "2338 inception_v3/conv2d_80/SymmQuant/mul/ReadVariableOp"; -"2338 inception_v3/conv2d_80/SymmQuant/mul/ReadVariableOp" -> "2339 inception_v3/conv2d_80/SymmQuant/mul"; -"2339 inception_v3/conv2d_80/SymmQuant/mul" -> "2342 inception_v3/conv2d_80/SymmQuant/FakeQuantWithMinMaxVars"; -"2340 inception_v3/conv2d_80/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "2341 inception_v3/conv2d_80/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2341 inception_v3/conv2d_80/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2342 inception_v3/conv2d_80/SymmQuant/FakeQuantWithMinMaxVars"; -"2342 inception_v3/conv2d_80/SymmQuant/FakeQuantWithMinMaxVars" -> "2343 inception_v3/conv2d_80/Conv2D"; -"2343 inception_v3/conv2d_80/Conv2D" -> "2351 inception_v3/batch_normalization_80/FusedBatchNormV3"; -"2344 inception_v3/batch_normalization_80/scale" -> "2351 inception_v3/batch_normalization_80/FusedBatchNormV3"; -"2345 inception_v3/batch_normalization_80/ReadVariableOp/resource" -> "2346 inception_v3/batch_normalization_80/ReadVariableOp"; -"2346 inception_v3/batch_normalization_80/ReadVariableOp" -> "2351 inception_v3/batch_normalization_80/FusedBatchNormV3"; -"2347 inception_v3/batch_normalization_80/FusedBatchNormV3/ReadVariableOp/resource" -> "2348 inception_v3/batch_normalization_80/FusedBatchNormV3/ReadVariableOp"; -"2348 inception_v3/batch_normalization_80/FusedBatchNormV3/ReadVariableOp" -> "2351 inception_v3/batch_normalization_80/FusedBatchNormV3"; -"2349 inception_v3/batch_normalization_80/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2350 inception_v3/batch_normalization_80/FusedBatchNormV3/ReadVariableOp_1"; -"2350 inception_v3/batch_normalization_80/FusedBatchNormV3/ReadVariableOp_1" -> "2351 inception_v3/batch_normalization_80/FusedBatchNormV3"; -"2351 inception_v3/batch_normalization_80/FusedBatchNormV3" -> "2352 inception_v3/activation_80/Relu"; -"2352 inception_v3/activation_80/Relu" -> "2361 inception_v3/activation_80/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2353 inception_v3/activation_80/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "2354 inception_v3/activation_80/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"2354 inception_v3/activation_80/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "2355 inception_v3/activation_80/fake_quantize/SymmQuant/Abs"; -"2355 inception_v3/activation_80/fake_quantize/SymmQuant/Abs" -> "2357 inception_v3/activation_80/fake_quantize/SymmQuant/add"; -"2356 inception_v3/activation_80/fake_quantize/SymmQuant/add/y" -> "2357 inception_v3/activation_80/fake_quantize/SymmQuant/add"; -"2357 inception_v3/activation_80/fake_quantize/SymmQuant/add" -> "2360 inception_v3/activation_80/fake_quantize/SymmQuant/mul"; -"2357 inception_v3/activation_80/fake_quantize/SymmQuant/add" -> "2361 inception_v3/activation_80/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2358 inception_v3/activation_80/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "2359 inception_v3/activation_80/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"2359 inception_v3/activation_80/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "2360 inception_v3/activation_80/fake_quantize/SymmQuant/mul"; -"2360 inception_v3/activation_80/fake_quantize/SymmQuant/mul" -> "2361 inception_v3/activation_80/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2361 inception_v3/activation_80/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "2373 inception_v3/conv2d_81/Conv2D"; -"2362 inception_v3/conv2d_81/SymmQuant/Abs/ReadVariableOp/resource" -> "2363 inception_v3/conv2d_81/SymmQuant/Abs/ReadVariableOp"; -"2363 inception_v3/conv2d_81/SymmQuant/Abs/ReadVariableOp" -> "2364 inception_v3/conv2d_81/SymmQuant/Abs"; -"2364 inception_v3/conv2d_81/SymmQuant/Abs" -> "2366 inception_v3/conv2d_81/SymmQuant/add"; -"2365 inception_v3/conv2d_81/SymmQuant/add/y" -> "2366 inception_v3/conv2d_81/SymmQuant/add"; -"2366 inception_v3/conv2d_81/SymmQuant/add" -> "2369 inception_v3/conv2d_81/SymmQuant/mul"; -"2366 inception_v3/conv2d_81/SymmQuant/add" -> "2372 inception_v3/conv2d_81/SymmQuant/FakeQuantWithMinMaxVars"; -"2367 inception_v3/conv2d_81/SymmQuant/mul/ReadVariableOp/resource" -> "2368 inception_v3/conv2d_81/SymmQuant/mul/ReadVariableOp"; -"2368 inception_v3/conv2d_81/SymmQuant/mul/ReadVariableOp" -> "2369 inception_v3/conv2d_81/SymmQuant/mul"; -"2369 inception_v3/conv2d_81/SymmQuant/mul" -> "2372 inception_v3/conv2d_81/SymmQuant/FakeQuantWithMinMaxVars"; -"2370 inception_v3/conv2d_81/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "2371 inception_v3/conv2d_81/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2371 inception_v3/conv2d_81/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2372 inception_v3/conv2d_81/SymmQuant/FakeQuantWithMinMaxVars"; -"2372 inception_v3/conv2d_81/SymmQuant/FakeQuantWithMinMaxVars" -> "2373 inception_v3/conv2d_81/Conv2D"; -"2373 inception_v3/conv2d_81/Conv2D" -> "2393 inception_v3/batch_normalization_81/FusedBatchNormV3"; -"2374 inception_v3/conv2d_77/SymmQuant/Abs/ReadVariableOp/resource" -> "2375 inception_v3/conv2d_77/SymmQuant/Abs/ReadVariableOp"; -"2375 inception_v3/conv2d_77/SymmQuant/Abs/ReadVariableOp" -> "2376 inception_v3/conv2d_77/SymmQuant/Abs"; -"2376 inception_v3/conv2d_77/SymmQuant/Abs" -> "2378 inception_v3/conv2d_77/SymmQuant/add"; -"2377 inception_v3/conv2d_77/SymmQuant/add/y" -> "2378 inception_v3/conv2d_77/SymmQuant/add"; -"2378 inception_v3/conv2d_77/SymmQuant/add" -> "2381 inception_v3/conv2d_77/SymmQuant/mul"; -"2378 inception_v3/conv2d_77/SymmQuant/add" -> "2384 inception_v3/conv2d_77/SymmQuant/FakeQuantWithMinMaxVars"; -"2379 inception_v3/conv2d_77/SymmQuant/mul/ReadVariableOp/resource" -> "2380 inception_v3/conv2d_77/SymmQuant/mul/ReadVariableOp"; -"2380 inception_v3/conv2d_77/SymmQuant/mul/ReadVariableOp" -> "2381 inception_v3/conv2d_77/SymmQuant/mul"; -"2381 inception_v3/conv2d_77/SymmQuant/mul" -> "2384 inception_v3/conv2d_77/SymmQuant/FakeQuantWithMinMaxVars"; -"2382 inception_v3/conv2d_77/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "2383 inception_v3/conv2d_77/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2383 inception_v3/conv2d_77/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2384 inception_v3/conv2d_77/SymmQuant/FakeQuantWithMinMaxVars"; -"2384 inception_v3/conv2d_77/SymmQuant/FakeQuantWithMinMaxVars" -> "2385 inception_v3/conv2d_77/Conv2D"; -"2385 inception_v3/conv2d_77/Conv2D" -> "2401 inception_v3/batch_normalization_77/FusedBatchNormV3"; -"2386 inception_v3/batch_normalization_81/scale" -> "2393 inception_v3/batch_normalization_81/FusedBatchNormV3"; -"2387 inception_v3/batch_normalization_81/ReadVariableOp/resource" -> "2388 inception_v3/batch_normalization_81/ReadVariableOp"; -"2388 inception_v3/batch_normalization_81/ReadVariableOp" -> "2393 inception_v3/batch_normalization_81/FusedBatchNormV3"; -"2389 inception_v3/batch_normalization_81/FusedBatchNormV3/ReadVariableOp/resource" -> "2390 inception_v3/batch_normalization_81/FusedBatchNormV3/ReadVariableOp"; -"2390 inception_v3/batch_normalization_81/FusedBatchNormV3/ReadVariableOp" -> "2393 inception_v3/batch_normalization_81/FusedBatchNormV3"; -"2391 inception_v3/batch_normalization_81/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2392 inception_v3/batch_normalization_81/FusedBatchNormV3/ReadVariableOp_1"; -"2392 inception_v3/batch_normalization_81/FusedBatchNormV3/ReadVariableOp_1" -> "2393 inception_v3/batch_normalization_81/FusedBatchNormV3"; -"2393 inception_v3/batch_normalization_81/FusedBatchNormV3" -> "2402 inception_v3/activation_81/Relu"; -"2394 inception_v3/batch_normalization_77/scale" -> "2401 inception_v3/batch_normalization_77/FusedBatchNormV3"; -"2395 inception_v3/batch_normalization_77/ReadVariableOp/resource" -> "2396 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inception_v3/average_pooling2d_7/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2431 inception_v3/average_pooling2d_7/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "2503 inception_v3/conv2d_84/Conv2D"; -"2432 inception_v3/conv2d_83/SymmQuant/Abs/ReadVariableOp/resource" -> "2433 inception_v3/conv2d_83/SymmQuant/Abs/ReadVariableOp"; -"2433 inception_v3/conv2d_83/SymmQuant/Abs/ReadVariableOp" -> "2434 inception_v3/conv2d_83/SymmQuant/Abs"; -"2434 inception_v3/conv2d_83/SymmQuant/Abs" -> "2436 inception_v3/conv2d_83/SymmQuant/add"; -"2435 inception_v3/conv2d_83/SymmQuant/add/y" -> "2436 inception_v3/conv2d_83/SymmQuant/add"; -"2436 inception_v3/conv2d_83/SymmQuant/add" -> "2439 inception_v3/conv2d_83/SymmQuant/mul"; -"2436 inception_v3/conv2d_83/SymmQuant/add" -> "2442 inception_v3/conv2d_83/SymmQuant/FakeQuantWithMinMaxVars"; -"2437 inception_v3/conv2d_83/SymmQuant/mul/ReadVariableOp/resource" -> "2438 inception_v3/conv2d_83/SymmQuant/mul/ReadVariableOp"; -"2438 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inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant/mul/ReadVariableOp/resource" -> "2592 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_4/mul/ReadVariableOp"; -"2562 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant/mul/ReadVariableOp/resource" -> "2603 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_5/mul/ReadVariableOp"; -"2563 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant/mul/ReadVariableOp" -> "2564 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant/mul"; -"2564 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant/mul" -> "2565 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant/FakeQuantWithMinMaxVars"; -"2565 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant/FakeQuantWithMinMaxVars" -> "2607 inception_v3/mixed9/concat"; -"2566 inception_v3/activation_84/Relu" -> "2605 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_5/FakeQuantWithMinMaxVars"; -"2567 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_1/Abs/ReadVariableOp" -> "2568 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_1/Abs"; -"2568 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_1/Abs" -> "2570 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_1/add"; -"2569 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_1/add/y" -> "2570 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_1/add"; -"2570 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_1/add" -> "2572 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_1/mul"; -"2570 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_1/add" -> "2573 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_1/FakeQuantWithMinMaxVars"; -"2571 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_1/mul/ReadVariableOp" -> "2572 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_1/mul"; -"2572 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_1/mul" -> "2573 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_1/FakeQuantWithMinMaxVars"; -"2573 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_1/FakeQuantWithMinMaxVars" -> "2598 inception_v3/concatenate/concat"; -"2574 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_2/Abs/ReadVariableOp" -> "2575 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_2/Abs"; -"2575 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_2/Abs" -> "2577 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_2/add"; -"2576 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_2/add/y" -> "2577 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_2/add"; -"2577 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_2/add" -> "2579 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_2/mul"; -"2577 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_2/add" -> "2580 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_2/FakeQuantWithMinMaxVars"; -"2578 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_2/mul/ReadVariableOp" -> "2579 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_2/mul"; -"2579 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_2/mul" -> "2580 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_2/FakeQuantWithMinMaxVars"; -"2580 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_2/FakeQuantWithMinMaxVars" -> "2598 inception_v3/concatenate/concat"; -"2581 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_3/Abs/ReadVariableOp" -> "2582 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_3/Abs"; -"2582 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_3/Abs" -> "2584 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_3/add"; -"2583 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_3/add/y" -> "2584 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_3/add"; -"2584 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_3/add" -> "2586 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_3/mul"; -"2584 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_3/add" -> "2587 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_3/FakeQuantWithMinMaxVars"; -"2585 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_3/mul/ReadVariableOp" -> "2586 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_3/mul"; -"2586 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_3/mul" -> "2587 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_3/FakeQuantWithMinMaxVars"; -"2587 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_3/FakeQuantWithMinMaxVars" -> "2596 inception_v3/mixed9_0/concat"; -"2588 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_4/Abs/ReadVariableOp" -> "2589 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_4/Abs"; -"2589 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_4/Abs" -> "2591 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_4/add"; -"2590 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_4/add/y" -> "2591 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_4/add"; -"2591 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_4/add" -> "2593 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_4/mul"; -"2591 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_4/add" -> "2594 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_4/FakeQuantWithMinMaxVars"; -"2592 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_4/mul/ReadVariableOp" -> "2593 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_4/mul"; -"2593 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_4/mul" -> "2594 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_4/FakeQuantWithMinMaxVars"; -"2594 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_4/FakeQuantWithMinMaxVars" -> "2596 inception_v3/mixed9_0/concat"; -"2595 inception_v3/mixed9_0/concat/axis" -> "2596 inception_v3/mixed9_0/concat"; -"2596 inception_v3/mixed9_0/concat" -> "2607 inception_v3/mixed9/concat"; -"2597 inception_v3/concatenate/concat/axis" -> "2598 inception_v3/concatenate/concat"; -"2598 inception_v3/concatenate/concat" -> "2607 inception_v3/mixed9/concat"; -"2599 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_5/Abs/ReadVariableOp" -> "2600 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_5/Abs"; -"2600 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_5/Abs" -> "2602 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_5/add"; -"2601 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_5/add/y" -> "2602 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_5/add"; -"2602 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_5/add" -> "2604 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_5/mul"; -"2602 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_5/add" -> "2605 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_5/FakeQuantWithMinMaxVars"; -"2603 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_5/mul/ReadVariableOp" -> "2604 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_5/mul"; -"2604 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_5/mul" -> "2605 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_5/FakeQuantWithMinMaxVars"; -"2605 inception_v3/activation_78/fake_quantize/unified_scale_group/SymmQuant_5/FakeQuantWithMinMaxVars" -> "2607 inception_v3/mixed9/concat"; -"2606 inception_v3/mixed9/concat/axis" -> "2607 inception_v3/mixed9/concat"; -"2607 inception_v3/mixed9/concat" -> "2619 inception_v3/conv2d_89/Conv2D"; -"2607 inception_v3/mixed9/concat" -> "2661 inception_v3/conv2d_86/Conv2D"; -"2607 inception_v3/mixed9/concat" -> "2680 inception_v3/average_pooling2d_8/AvgPool"; -"2607 inception_v3/mixed9/concat" -> "2811 inception_v3/conv2d_85/Conv2D"; -"2608 inception_v3/conv2d_89/SymmQuant/Abs/ReadVariableOp/resource" -> "2609 inception_v3/conv2d_89/SymmQuant/Abs/ReadVariableOp"; -"2609 inception_v3/conv2d_89/SymmQuant/Abs/ReadVariableOp" -> "2610 inception_v3/conv2d_89/SymmQuant/Abs"; -"2610 inception_v3/conv2d_89/SymmQuant/Abs" -> "2612 inception_v3/conv2d_89/SymmQuant/add"; -"2611 inception_v3/conv2d_89/SymmQuant/add/y" -> "2612 inception_v3/conv2d_89/SymmQuant/add"; -"2612 inception_v3/conv2d_89/SymmQuant/add" -> "2615 inception_v3/conv2d_89/SymmQuant/mul"; -"2612 inception_v3/conv2d_89/SymmQuant/add" -> "2618 inception_v3/conv2d_89/SymmQuant/FakeQuantWithMinMaxVars"; -"2613 inception_v3/conv2d_89/SymmQuant/mul/ReadVariableOp/resource" -> "2614 inception_v3/conv2d_89/SymmQuant/mul/ReadVariableOp"; -"2614 inception_v3/conv2d_89/SymmQuant/mul/ReadVariableOp" -> "2615 inception_v3/conv2d_89/SymmQuant/mul"; -"2615 inception_v3/conv2d_89/SymmQuant/mul" -> "2618 inception_v3/conv2d_89/SymmQuant/FakeQuantWithMinMaxVars"; -"2616 inception_v3/conv2d_89/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "2617 inception_v3/conv2d_89/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2617 inception_v3/conv2d_89/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2618 inception_v3/conv2d_89/SymmQuant/FakeQuantWithMinMaxVars"; -"2618 inception_v3/conv2d_89/SymmQuant/FakeQuantWithMinMaxVars" -> "2619 inception_v3/conv2d_89/Conv2D"; -"2619 inception_v3/conv2d_89/Conv2D" -> "2627 inception_v3/batch_normalization_89/FusedBatchNormV3"; -"2620 inception_v3/batch_normalization_89/scale" -> "2627 inception_v3/batch_normalization_89/FusedBatchNormV3"; -"2621 inception_v3/batch_normalization_89/ReadVariableOp/resource" -> "2622 inception_v3/batch_normalization_89/ReadVariableOp"; -"2622 inception_v3/batch_normalization_89/ReadVariableOp" -> "2627 inception_v3/batch_normalization_89/FusedBatchNormV3"; -"2623 inception_v3/batch_normalization_89/FusedBatchNormV3/ReadVariableOp/resource" -> "2624 inception_v3/batch_normalization_89/FusedBatchNormV3/ReadVariableOp"; -"2624 inception_v3/batch_normalization_89/FusedBatchNormV3/ReadVariableOp" -> "2627 inception_v3/batch_normalization_89/FusedBatchNormV3"; -"2625 inception_v3/batch_normalization_89/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2626 inception_v3/batch_normalization_89/FusedBatchNormV3/ReadVariableOp_1"; -"2626 inception_v3/batch_normalization_89/FusedBatchNormV3/ReadVariableOp_1" -> "2627 inception_v3/batch_normalization_89/FusedBatchNormV3"; -"2627 inception_v3/batch_normalization_89/FusedBatchNormV3" -> "2628 inception_v3/activation_89/Relu"; -"2628 inception_v3/activation_89/Relu" -> "2637 inception_v3/activation_89/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2629 inception_v3/activation_89/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "2630 inception_v3/activation_89/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"2630 inception_v3/activation_89/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "2631 inception_v3/activation_89/fake_quantize/SymmQuant/Abs"; -"2631 inception_v3/activation_89/fake_quantize/SymmQuant/Abs" -> "2633 inception_v3/activation_89/fake_quantize/SymmQuant/add"; -"2632 inception_v3/activation_89/fake_quantize/SymmQuant/add/y" -> "2633 inception_v3/activation_89/fake_quantize/SymmQuant/add"; -"2633 inception_v3/activation_89/fake_quantize/SymmQuant/add" -> "2636 inception_v3/activation_89/fake_quantize/SymmQuant/mul"; -"2633 inception_v3/activation_89/fake_quantize/SymmQuant/add" -> "2637 inception_v3/activation_89/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2634 inception_v3/activation_89/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "2635 inception_v3/activation_89/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"2635 inception_v3/activation_89/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "2636 inception_v3/activation_89/fake_quantize/SymmQuant/mul"; -"2636 inception_v3/activation_89/fake_quantize/SymmQuant/mul" -> "2637 inception_v3/activation_89/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2637 inception_v3/activation_89/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "2649 inception_v3/conv2d_90/Conv2D"; -"2638 inception_v3/conv2d_90/SymmQuant/Abs/ReadVariableOp/resource" -> "2639 inception_v3/conv2d_90/SymmQuant/Abs/ReadVariableOp"; -"2639 inception_v3/conv2d_90/SymmQuant/Abs/ReadVariableOp" -> "2640 inception_v3/conv2d_90/SymmQuant/Abs"; -"2640 inception_v3/conv2d_90/SymmQuant/Abs" -> "2642 inception_v3/conv2d_90/SymmQuant/add"; -"2641 inception_v3/conv2d_90/SymmQuant/add/y" -> "2642 inception_v3/conv2d_90/SymmQuant/add"; -"2642 inception_v3/conv2d_90/SymmQuant/add" -> "2645 inception_v3/conv2d_90/SymmQuant/mul"; -"2642 inception_v3/conv2d_90/SymmQuant/add" -> "2648 inception_v3/conv2d_90/SymmQuant/FakeQuantWithMinMaxVars"; -"2643 inception_v3/conv2d_90/SymmQuant/mul/ReadVariableOp/resource" -> "2644 inception_v3/conv2d_90/SymmQuant/mul/ReadVariableOp"; -"2644 inception_v3/conv2d_90/SymmQuant/mul/ReadVariableOp" -> "2645 inception_v3/conv2d_90/SymmQuant/mul"; -"2645 inception_v3/conv2d_90/SymmQuant/mul" -> "2648 inception_v3/conv2d_90/SymmQuant/FakeQuantWithMinMaxVars"; -"2646 inception_v3/conv2d_90/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "2647 inception_v3/conv2d_90/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2647 inception_v3/conv2d_90/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2648 inception_v3/conv2d_90/SymmQuant/FakeQuantWithMinMaxVars"; -"2648 inception_v3/conv2d_90/SymmQuant/FakeQuantWithMinMaxVars" -> "2649 inception_v3/conv2d_90/Conv2D"; -"2649 inception_v3/conv2d_90/Conv2D" -> "2669 inception_v3/batch_normalization_90/FusedBatchNormV3"; -"2650 inception_v3/conv2d_86/SymmQuant/Abs/ReadVariableOp/resource" -> "2651 inception_v3/conv2d_86/SymmQuant/Abs/ReadVariableOp"; -"2651 inception_v3/conv2d_86/SymmQuant/Abs/ReadVariableOp" -> "2652 inception_v3/conv2d_86/SymmQuant/Abs"; -"2652 inception_v3/conv2d_86/SymmQuant/Abs" -> "2654 inception_v3/conv2d_86/SymmQuant/add"; -"2653 inception_v3/conv2d_86/SymmQuant/add/y" -> "2654 inception_v3/conv2d_86/SymmQuant/add"; -"2654 inception_v3/conv2d_86/SymmQuant/add" -> "2657 inception_v3/conv2d_86/SymmQuant/mul"; -"2654 inception_v3/conv2d_86/SymmQuant/add" -> "2660 inception_v3/conv2d_86/SymmQuant/FakeQuantWithMinMaxVars"; -"2655 inception_v3/conv2d_86/SymmQuant/mul/ReadVariableOp/resource" -> "2656 inception_v3/conv2d_86/SymmQuant/mul/ReadVariableOp"; -"2656 inception_v3/conv2d_86/SymmQuant/mul/ReadVariableOp" -> "2657 inception_v3/conv2d_86/SymmQuant/mul"; -"2657 inception_v3/conv2d_86/SymmQuant/mul" -> "2660 inception_v3/conv2d_86/SymmQuant/FakeQuantWithMinMaxVars"; -"2658 inception_v3/conv2d_86/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "2659 inception_v3/conv2d_86/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2659 inception_v3/conv2d_86/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2660 inception_v3/conv2d_86/SymmQuant/FakeQuantWithMinMaxVars"; -"2660 inception_v3/conv2d_86/SymmQuant/FakeQuantWithMinMaxVars" -> "2661 inception_v3/conv2d_86/Conv2D"; -"2661 inception_v3/conv2d_86/Conv2D" -> "2677 inception_v3/batch_normalization_86/FusedBatchNormV3"; -"2662 inception_v3/batch_normalization_90/scale" -> "2669 inception_v3/batch_normalization_90/FusedBatchNormV3"; -"2663 inception_v3/batch_normalization_90/ReadVariableOp/resource" -> "2664 inception_v3/batch_normalization_90/ReadVariableOp"; -"2664 inception_v3/batch_normalization_90/ReadVariableOp" -> "2669 inception_v3/batch_normalization_90/FusedBatchNormV3"; -"2665 inception_v3/batch_normalization_90/FusedBatchNormV3/ReadVariableOp/resource" -> "2666 inception_v3/batch_normalization_90/FusedBatchNormV3/ReadVariableOp"; -"2666 inception_v3/batch_normalization_90/FusedBatchNormV3/ReadVariableOp" -> "2669 inception_v3/batch_normalization_90/FusedBatchNormV3"; -"2667 inception_v3/batch_normalization_90/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2668 inception_v3/batch_normalization_90/FusedBatchNormV3/ReadVariableOp_1"; -"2668 inception_v3/batch_normalization_90/FusedBatchNormV3/ReadVariableOp_1" -> "2669 inception_v3/batch_normalization_90/FusedBatchNormV3"; -"2669 inception_v3/batch_normalization_90/FusedBatchNormV3" -> "2678 inception_v3/activation_90/Relu"; -"2670 inception_v3/batch_normalization_86/scale" -> "2677 inception_v3/batch_normalization_86/FusedBatchNormV3"; -"2671 inception_v3/batch_normalization_86/ReadVariableOp/resource" -> "2672 inception_v3/batch_normalization_86/ReadVariableOp"; -"2672 inception_v3/batch_normalization_86/ReadVariableOp" -> "2677 inception_v3/batch_normalization_86/FusedBatchNormV3"; -"2673 inception_v3/batch_normalization_86/FusedBatchNormV3/ReadVariableOp/resource" -> "2674 inception_v3/batch_normalization_86/FusedBatchNormV3/ReadVariableOp"; -"2674 inception_v3/batch_normalization_86/FusedBatchNormV3/ReadVariableOp" -> "2677 inception_v3/batch_normalization_86/FusedBatchNormV3"; -"2675 inception_v3/batch_normalization_86/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2676 inception_v3/batch_normalization_86/FusedBatchNormV3/ReadVariableOp_1"; -"2676 inception_v3/batch_normalization_86/FusedBatchNormV3/ReadVariableOp_1" -> "2677 inception_v3/batch_normalization_86/FusedBatchNormV3"; -"2677 inception_v3/batch_normalization_86/FusedBatchNormV3" -> "2679 inception_v3/activation_86/Relu"; -"2678 inception_v3/activation_90/Relu" -> "2689 inception_v3/activation_90/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2679 inception_v3/activation_86/Relu" -> "2698 inception_v3/activation_86/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2680 inception_v3/average_pooling2d_8/AvgPool" -> "2707 inception_v3/average_pooling2d_8/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2681 inception_v3/activation_90/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "2682 inception_v3/activation_90/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"2682 inception_v3/activation_90/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "2683 inception_v3/activation_90/fake_quantize/SymmQuant/Abs"; -"2683 inception_v3/activation_90/fake_quantize/SymmQuant/Abs" -> "2685 inception_v3/activation_90/fake_quantize/SymmQuant/add"; -"2684 inception_v3/activation_90/fake_quantize/SymmQuant/add/y" -> "2685 inception_v3/activation_90/fake_quantize/SymmQuant/add"; -"2685 inception_v3/activation_90/fake_quantize/SymmQuant/add" -> "2688 inception_v3/activation_90/fake_quantize/SymmQuant/mul"; -"2685 inception_v3/activation_90/fake_quantize/SymmQuant/add" -> "2689 inception_v3/activation_90/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2686 inception_v3/activation_90/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "2687 inception_v3/activation_90/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"2687 inception_v3/activation_90/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "2688 inception_v3/activation_90/fake_quantize/SymmQuant/mul"; -"2688 inception_v3/activation_90/fake_quantize/SymmQuant/mul" -> "2689 inception_v3/activation_90/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2689 inception_v3/activation_90/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "2719 inception_v3/conv2d_92/Conv2D"; -"2689 inception_v3/activation_90/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "2731 inception_v3/conv2d_91/Conv2D"; -"2690 inception_v3/activation_86/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "2691 inception_v3/activation_86/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"2691 inception_v3/activation_86/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "2692 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inception_v3/batch_normalization_85/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2830 inception_v3/batch_normalization_85/FusedBatchNormV3/ReadVariableOp_1"; -"2830 inception_v3/batch_normalization_85/FusedBatchNormV3/ReadVariableOp_1" -> "2831 inception_v3/batch_normalization_85/FusedBatchNormV3"; -"2831 inception_v3/batch_normalization_85/FusedBatchNormV3" -> "2869 inception_v3/activation_85/Relu"; -"2832 inception_v3/activation_93/Relu" -> "2891 inception_v3/activation_93/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2833 inception_v3/activation_91/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "2834 inception_v3/activation_91/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"2834 inception_v3/activation_91/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "2835 inception_v3/activation_91/fake_quantize/SymmQuant/Abs"; -"2835 inception_v3/activation_91/fake_quantize/SymmQuant/Abs" -> "2837 inception_v3/activation_91/fake_quantize/SymmQuant/add"; -"2836 inception_v3/activation_91/fake_quantize/SymmQuant/add/y" -> "2837 inception_v3/activation_91/fake_quantize/SymmQuant/add"; -"2837 inception_v3/activation_91/fake_quantize/SymmQuant/add" -> "2840 inception_v3/activation_91/fake_quantize/SymmQuant/mul"; -"2837 inception_v3/activation_91/fake_quantize/SymmQuant/add" -> "2841 inception_v3/activation_91/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2838 inception_v3/activation_91/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "2839 inception_v3/activation_91/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"2839 inception_v3/activation_91/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "2840 inception_v3/activation_91/fake_quantize/SymmQuant/mul"; -"2840 inception_v3/activation_91/fake_quantize/SymmQuant/mul" -> "2841 inception_v3/activation_91/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2841 inception_v3/activation_91/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "2882 inception_v3/concatenate_1/concat"; -"2842 inception_v3/activation_92/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "2843 inception_v3/activation_92/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"2843 inception_v3/activation_92/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "2844 inception_v3/activation_92/fake_quantize/SymmQuant/Abs"; -"2844 inception_v3/activation_92/fake_quantize/SymmQuant/Abs" -> "2846 inception_v3/activation_92/fake_quantize/SymmQuant/add"; -"2845 inception_v3/activation_92/fake_quantize/SymmQuant/add/y" -> "2846 inception_v3/activation_92/fake_quantize/SymmQuant/add"; -"2846 inception_v3/activation_92/fake_quantize/SymmQuant/add" -> "2849 inception_v3/activation_92/fake_quantize/SymmQuant/mul"; -"2846 inception_v3/activation_92/fake_quantize/SymmQuant/add" -> "2850 inception_v3/activation_92/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2847 inception_v3/activation_92/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "2848 inception_v3/activation_92/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"2848 inception_v3/activation_92/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "2849 inception_v3/activation_92/fake_quantize/SymmQuant/mul"; -"2849 inception_v3/activation_92/fake_quantize/SymmQuant/mul" -> "2850 inception_v3/activation_92/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2850 inception_v3/activation_92/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "2882 inception_v3/concatenate_1/concat"; -"2851 inception_v3/activation_87/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "2852 inception_v3/activation_87/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"2852 inception_v3/activation_87/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "2853 inception_v3/activation_87/fake_quantize/SymmQuant/Abs"; -"2853 inception_v3/activation_87/fake_quantize/SymmQuant/Abs" -> "2855 inception_v3/activation_87/fake_quantize/SymmQuant/add"; -"2854 inception_v3/activation_87/fake_quantize/SymmQuant/add/y" -> "2855 inception_v3/activation_87/fake_quantize/SymmQuant/add"; -"2855 inception_v3/activation_87/fake_quantize/SymmQuant/add" -> "2858 inception_v3/activation_87/fake_quantize/SymmQuant/mul"; -"2855 inception_v3/activation_87/fake_quantize/SymmQuant/add" -> "2859 inception_v3/activation_87/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2856 inception_v3/activation_87/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "2857 inception_v3/activation_87/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"2857 inception_v3/activation_87/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "2858 inception_v3/activation_87/fake_quantize/SymmQuant/mul"; -"2858 inception_v3/activation_87/fake_quantize/SymmQuant/mul" -> "2859 inception_v3/activation_87/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2859 inception_v3/activation_87/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "2880 inception_v3/mixed9_1/concat"; -"2860 inception_v3/activation_88/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "2861 inception_v3/activation_88/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"2861 inception_v3/activation_88/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "2862 inception_v3/activation_88/fake_quantize/SymmQuant/Abs"; -"2862 inception_v3/activation_88/fake_quantize/SymmQuant/Abs" -> "2864 inception_v3/activation_88/fake_quantize/SymmQuant/add"; -"2863 inception_v3/activation_88/fake_quantize/SymmQuant/add/y" -> "2864 inception_v3/activation_88/fake_quantize/SymmQuant/add"; -"2864 inception_v3/activation_88/fake_quantize/SymmQuant/add" -> "2867 inception_v3/activation_88/fake_quantize/SymmQuant/mul"; -"2864 inception_v3/activation_88/fake_quantize/SymmQuant/add" -> "2868 inception_v3/activation_88/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2865 inception_v3/activation_88/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "2866 inception_v3/activation_88/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"2866 inception_v3/activation_88/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "2867 inception_v3/activation_88/fake_quantize/SymmQuant/mul"; -"2867 inception_v3/activation_88/fake_quantize/SymmQuant/mul" -> "2868 inception_v3/activation_88/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2868 inception_v3/activation_88/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "2880 inception_v3/mixed9_1/concat"; -"2869 inception_v3/activation_85/Relu" -> "2878 inception_v3/activation_85/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2870 inception_v3/activation_85/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "2871 inception_v3/activation_85/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"2871 inception_v3/activation_85/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "2872 inception_v3/activation_85/fake_quantize/SymmQuant/Abs"; -"2872 inception_v3/activation_85/fake_quantize/SymmQuant/Abs" -> "2874 inception_v3/activation_85/fake_quantize/SymmQuant/add"; -"2873 inception_v3/activation_85/fake_quantize/SymmQuant/add/y" -> "2874 inception_v3/activation_85/fake_quantize/SymmQuant/add"; -"2874 inception_v3/activation_85/fake_quantize/SymmQuant/add" -> "2877 inception_v3/activation_85/fake_quantize/SymmQuant/mul"; -"2874 inception_v3/activation_85/fake_quantize/SymmQuant/add" -> "2878 inception_v3/activation_85/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2875 inception_v3/activation_85/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "2876 inception_v3/activation_85/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"2876 inception_v3/activation_85/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "2877 inception_v3/activation_85/fake_quantize/SymmQuant/mul"; -"2877 inception_v3/activation_85/fake_quantize/SymmQuant/mul" -> "2878 inception_v3/activation_85/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2878 inception_v3/activation_85/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "2893 inception_v3/mixed10/concat"; -"2879 inception_v3/mixed9_1/concat/axis" -> "2880 inception_v3/mixed9_1/concat"; -"2880 inception_v3/mixed9_1/concat" -> "2893 inception_v3/mixed10/concat"; -"2881 inception_v3/concatenate_1/concat/axis" -> "2882 inception_v3/concatenate_1/concat"; -"2882 inception_v3/concatenate_1/concat" -> "2893 inception_v3/mixed10/concat"; -"2883 inception_v3/activation_93/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "2884 inception_v3/activation_93/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"2884 inception_v3/activation_93/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "2885 inception_v3/activation_93/fake_quantize/SymmQuant/Abs"; -"2885 inception_v3/activation_93/fake_quantize/SymmQuant/Abs" -> "2887 inception_v3/activation_93/fake_quantize/SymmQuant/add"; -"2886 inception_v3/activation_93/fake_quantize/SymmQuant/add/y" -> "2887 inception_v3/activation_93/fake_quantize/SymmQuant/add"; -"2887 inception_v3/activation_93/fake_quantize/SymmQuant/add" -> "2890 inception_v3/activation_93/fake_quantize/SymmQuant/mul"; -"2887 inception_v3/activation_93/fake_quantize/SymmQuant/add" -> "2891 inception_v3/activation_93/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2888 inception_v3/activation_93/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "2889 inception_v3/activation_93/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"2889 inception_v3/activation_93/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "2890 inception_v3/activation_93/fake_quantize/SymmQuant/mul"; -"2890 inception_v3/activation_93/fake_quantize/SymmQuant/mul" -> "2891 inception_v3/activation_93/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2891 inception_v3/activation_93/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "2893 inception_v3/mixed10/concat"; -"2892 inception_v3/mixed10/concat/axis" -> "2893 inception_v3/mixed10/concat"; -"2893 inception_v3/mixed10/concat" -> "2895 inception_v3/avg_pool/Mean"; -"2894 inception_v3/avg_pool/Mean/reduction_indices" -> "2895 inception_v3/avg_pool/Mean"; -"2895 inception_v3/avg_pool/Mean" -> "2904 inception_v3/avg_pool/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2896 inception_v3/avg_pool/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "2897 inception_v3/avg_pool/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"2897 inception_v3/avg_pool/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "2898 inception_v3/avg_pool/fake_quantize/SymmQuant/Abs"; -"2898 inception_v3/avg_pool/fake_quantize/SymmQuant/Abs" -> "2900 inception_v3/avg_pool/fake_quantize/SymmQuant/add"; -"2899 inception_v3/avg_pool/fake_quantize/SymmQuant/add/y" -> "2900 inception_v3/avg_pool/fake_quantize/SymmQuant/add"; -"2900 inception_v3/avg_pool/fake_quantize/SymmQuant/add" -> "2903 inception_v3/avg_pool/fake_quantize/SymmQuant/mul"; -"2900 inception_v3/avg_pool/fake_quantize/SymmQuant/add" -> "2904 inception_v3/avg_pool/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2901 inception_v3/avg_pool/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "2902 inception_v3/avg_pool/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"2902 inception_v3/avg_pool/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "2903 inception_v3/avg_pool/fake_quantize/SymmQuant/mul"; -"2903 inception_v3/avg_pool/fake_quantize/SymmQuant/mul" -> "2904 inception_v3/avg_pool/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2904 inception_v3/avg_pool/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "2916 inception_v3/predictions/MatMul"; -"2905 inception_v3/predictions/SymmQuant/Abs/ReadVariableOp/resource" -> "2906 inception_v3/predictions/SymmQuant/Abs/ReadVariableOp"; -"2906 inception_v3/predictions/SymmQuant/Abs/ReadVariableOp" -> "2907 inception_v3/predictions/SymmQuant/Abs"; -"2907 inception_v3/predictions/SymmQuant/Abs" -> "2909 inception_v3/predictions/SymmQuant/add"; -"2908 inception_v3/predictions/SymmQuant/add/y" -> "2909 inception_v3/predictions/SymmQuant/add"; -"2909 inception_v3/predictions/SymmQuant/add" -> "2912 inception_v3/predictions/SymmQuant/mul"; -"2909 inception_v3/predictions/SymmQuant/add" -> "2915 inception_v3/predictions/SymmQuant/FakeQuantWithMinMaxVars"; -"2910 inception_v3/predictions/SymmQuant/mul/ReadVariableOp/resource" -> "2911 inception_v3/predictions/SymmQuant/mul/ReadVariableOp"; -"2911 inception_v3/predictions/SymmQuant/mul/ReadVariableOp" -> "2912 inception_v3/predictions/SymmQuant/mul"; -"2912 inception_v3/predictions/SymmQuant/mul" -> "2915 inception_v3/predictions/SymmQuant/FakeQuantWithMinMaxVars"; -"2913 inception_v3/predictions/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "2914 inception_v3/predictions/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2914 inception_v3/predictions/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2915 inception_v3/predictions/SymmQuant/FakeQuantWithMinMaxVars"; -"2915 inception_v3/predictions/SymmQuant/FakeQuantWithMinMaxVars" -> "2916 inception_v3/predictions/MatMul"; -"2916 inception_v3/predictions/MatMul" -> "2919 inception_v3/predictions/BiasAdd"; -"2917 inception_v3/predictions/BiasAdd/ReadVariableOp/resource" -> "2918 inception_v3/predictions/BiasAdd/ReadVariableOp"; -"2918 inception_v3/predictions/BiasAdd/ReadVariableOp" -> "2919 inception_v3/predictions/BiasAdd"; -"2919 inception_v3/predictions/BiasAdd" -> "2920 inception_v3/predictions/Softmax"; -"2920 inception_v3/predictions/Softmax" -> "2921 Identity"; -} diff --git a/tests/tensorflow/data/reference_graphs/2.8/quantized/w_sym_t_a_sym_t/mask_rcnn.dot b/tests/tensorflow/data/reference_graphs/2.8/quantized/w_sym_t_a_sym_t/mask_rcnn.dot deleted file mode 100644 index 379c7668e31..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.8/quantized/w_sym_t_a_sym_t/mask_rcnn.dot +++ /dev/null @@ -1,15001 +0,0 @@ -strict digraph { -"0 args_0" [id=0, op=Placeholder]; -"1 args_0_1" [id=1, op=Placeholder]; -"2 maskrcnn/image/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" [id=2, op=Placeholder]; -"3 maskrcnn/image/fake_quantize/SymmQuant/Abs/ReadVariableOp" [id=3, op=ReadVariableOp]; -"4 maskrcnn/image/fake_quantize/SymmQuant/Abs" [id=4, op=Abs]; -"5 maskrcnn/image/fake_quantize/SymmQuant/add/y" [id=5, op=Const]; -"6 maskrcnn/image/fake_quantize/SymmQuant/add" [id=6, op=AddV2]; -"7 maskrcnn/image/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" [id=7, op=Placeholder]; -"8 maskrcnn/image/fake_quantize/SymmQuant/mul/ReadVariableOp" [id=8, op=ReadVariableOp]; -"9 maskrcnn/image/fake_quantize/SymmQuant/mul" [id=9, op=Mul]; -"10 maskrcnn/image/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" [id=10, op=FakeQuantWithMinMaxVars]; -"11 maskrcnn/tf.compat.v1.pad/Pad/paddings" [id=11, op=Const]; -"12 maskrcnn/tf.compat.v1.pad/Pad" [id=12, op=Pad]; -"13 maskrcnn/conv2d/SymmQuant/Abs/ReadVariableOp/resource" [id=13, op=Placeholder]; -"14 maskrcnn/conv2d/SymmQuant/Abs/ReadVariableOp" [id=14, op=ReadVariableOp]; -"15 maskrcnn/conv2d/SymmQuant/Abs" [id=15, op=Abs]; -"16 maskrcnn/conv2d/SymmQuant/add/y" [id=16, op=Const]; -"17 maskrcnn/conv2d/SymmQuant/add" [id=17, op=AddV2]; -"18 maskrcnn/conv2d/SymmQuant/mul/ReadVariableOp/resource" [id=18, op=Placeholder]; -"19 maskrcnn/conv2d/SymmQuant/mul/ReadVariableOp" [id=19, op=ReadVariableOp]; -"20 maskrcnn/conv2d/SymmQuant/mul" [id=20, op=Mul]; -"21 maskrcnn/conv2d/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" [id=21, op=Placeholder]; -"22 maskrcnn/conv2d/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" [id=22, op=ReadVariableOp]; -"23 maskrcnn/conv2d/SymmQuant/FakeQuantWithMinMaxVars" [id=23, op=FakeQuantWithMinMaxVars]; -"24 maskrcnn/conv2d/Conv2D" [id=24, op=Conv2D]; -"25 maskrcnn/tf.identity/Identity" [id=25, op=Identity]; -"26 maskrcnn/batch_normalization/ReadVariableOp/resource" [id=26, op=Placeholder]; -"27 maskrcnn/batch_normalization/ReadVariableOp" [id=27, op=ReadVariableOp]; -"28 maskrcnn/batch_normalization/ReadVariableOp_1/resource" [id=28, op=Placeholder]; -"29 maskrcnn/batch_normalization/ReadVariableOp_1" [id=29, op=ReadVariableOp]; -"30 maskrcnn/batch_normalization/FusedBatchNormV3/ReadVariableOp/resource" [id=30, op=Placeholder]; -"31 maskrcnn/batch_normalization/FusedBatchNormV3/ReadVariableOp" [id=31, op=ReadVariableOp]; -"32 maskrcnn/batch_normalization/FusedBatchNormV3/ReadVariableOp_1/resource" [id=32, op=Placeholder]; -"33 maskrcnn/batch_normalization/FusedBatchNormV3/ReadVariableOp_1" [id=33, op=ReadVariableOp]; -"34 maskrcnn/batch_normalization/FusedBatchNormV3" [id=34, op=FusedBatchNormV3]; -"35 maskrcnn/tf.nn.relu/Relu" [id=35, op=Relu]; -"36 maskrcnn/tf.nn.relu/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" [id=36, op=Placeholder]; -"37 maskrcnn/tf.nn.relu/fake_quantize/SymmQuant/Abs/ReadVariableOp" [id=37, op=ReadVariableOp]; -"38 maskrcnn/tf.nn.relu/fake_quantize/SymmQuant/Abs" [id=38, op=Abs]; -"39 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maskrcnn/tf.nn.relu_4/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"208 maskrcnn/tf.nn.relu_4/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "209 maskrcnn/tf.nn.relu_4/fake_quantize/SymmQuant/mul"; -"209 maskrcnn/tf.nn.relu_4/fake_quantize/SymmQuant/mul" -> "210 maskrcnn/tf.nn.relu_4/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"210 maskrcnn/tf.nn.relu_4/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "222 maskrcnn/conv2d_6/Conv2D"; -"211 maskrcnn/conv2d_6/SymmQuant/Abs/ReadVariableOp/resource" -> "212 maskrcnn/conv2d_6/SymmQuant/Abs/ReadVariableOp"; -"212 maskrcnn/conv2d_6/SymmQuant/Abs/ReadVariableOp" -> "213 maskrcnn/conv2d_6/SymmQuant/Abs"; -"213 maskrcnn/conv2d_6/SymmQuant/Abs" -> "215 maskrcnn/conv2d_6/SymmQuant/add"; -"214 maskrcnn/conv2d_6/SymmQuant/add/y" -> "215 maskrcnn/conv2d_6/SymmQuant/add"; -"215 maskrcnn/conv2d_6/SymmQuant/add" -> "218 maskrcnn/conv2d_6/SymmQuant/mul"; -"215 maskrcnn/conv2d_6/SymmQuant/add" -> "221 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maskrcnn/batch_normalization_7/ReadVariableOp" -> "262 maskrcnn/batch_normalization_7/FusedBatchNormV3"; -"256 maskrcnn/batch_normalization_7/ReadVariableOp_1/resource" -> "257 maskrcnn/batch_normalization_7/ReadVariableOp_1"; -"257 maskrcnn/batch_normalization_7/ReadVariableOp_1" -> "262 maskrcnn/batch_normalization_7/FusedBatchNormV3"; -"258 maskrcnn/batch_normalization_7/FusedBatchNormV3/ReadVariableOp/resource" -> "259 maskrcnn/batch_normalization_7/FusedBatchNormV3/ReadVariableOp"; -"259 maskrcnn/batch_normalization_7/FusedBatchNormV3/ReadVariableOp" -> "262 maskrcnn/batch_normalization_7/FusedBatchNormV3"; -"260 maskrcnn/batch_normalization_7/FusedBatchNormV3/ReadVariableOp_1/resource" -> "261 maskrcnn/batch_normalization_7/FusedBatchNormV3/ReadVariableOp_1"; -"261 maskrcnn/batch_normalization_7/FusedBatchNormV3/ReadVariableOp_1" -> "262 maskrcnn/batch_normalization_7/FusedBatchNormV3"; -"262 maskrcnn/batch_normalization_7/FusedBatchNormV3" -> "271 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maskrcnn/conv2d_8/SymmQuant/mul/ReadVariableOp" -> "290 maskrcnn/conv2d_8/SymmQuant/mul"; -"290 maskrcnn/conv2d_8/SymmQuant/mul" -> "293 maskrcnn/conv2d_8/SymmQuant/FakeQuantWithMinMaxVars"; -"291 maskrcnn/conv2d_8/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "292 maskrcnn/conv2d_8/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"292 maskrcnn/conv2d_8/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "293 maskrcnn/conv2d_8/SymmQuant/FakeQuantWithMinMaxVars"; -"293 maskrcnn/conv2d_8/SymmQuant/FakeQuantWithMinMaxVars" -> "294 maskrcnn/conv2d_8/Conv2D"; -"294 maskrcnn/conv2d_8/Conv2D" -> "303 maskrcnn/batch_normalization_8/FusedBatchNormV3"; -"295 maskrcnn/batch_normalization_8/ReadVariableOp/resource" -> "296 maskrcnn/batch_normalization_8/ReadVariableOp"; -"296 maskrcnn/batch_normalization_8/ReadVariableOp" -> "303 maskrcnn/batch_normalization_8/FusedBatchNormV3"; -"297 maskrcnn/batch_normalization_8/ReadVariableOp_1/resource" -> "298 maskrcnn/batch_normalization_8/ReadVariableOp_1"; -"298 maskrcnn/batch_normalization_8/ReadVariableOp_1" -> "303 maskrcnn/batch_normalization_8/FusedBatchNormV3"; -"299 maskrcnn/batch_normalization_8/FusedBatchNormV3/ReadVariableOp/resource" -> "300 maskrcnn/batch_normalization_8/FusedBatchNormV3/ReadVariableOp"; -"300 maskrcnn/batch_normalization_8/FusedBatchNormV3/ReadVariableOp" -> "303 maskrcnn/batch_normalization_8/FusedBatchNormV3"; -"301 maskrcnn/batch_normalization_8/FusedBatchNormV3/ReadVariableOp_1/resource" -> "302 maskrcnn/batch_normalization_8/FusedBatchNormV3/ReadVariableOp_1"; -"302 maskrcnn/batch_normalization_8/FusedBatchNormV3/ReadVariableOp_1" -> "303 maskrcnn/batch_normalization_8/FusedBatchNormV3"; -"303 maskrcnn/batch_normalization_8/FusedBatchNormV3" -> "304 maskrcnn/tf.nn.relu_7/Relu"; -"304 maskrcnn/tf.nn.relu_7/Relu" -> "313 maskrcnn/tf.nn.relu_7/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"305 maskrcnn/tf.nn.relu_7/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "306 maskrcnn/tf.nn.relu_7/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"306 maskrcnn/tf.nn.relu_7/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "307 maskrcnn/tf.nn.relu_7/fake_quantize/SymmQuant/Abs"; -"307 maskrcnn/tf.nn.relu_7/fake_quantize/SymmQuant/Abs" -> "309 maskrcnn/tf.nn.relu_7/fake_quantize/SymmQuant/add"; -"308 maskrcnn/tf.nn.relu_7/fake_quantize/SymmQuant/add/y" -> "309 maskrcnn/tf.nn.relu_7/fake_quantize/SymmQuant/add"; -"309 maskrcnn/tf.nn.relu_7/fake_quantize/SymmQuant/add" -> "312 maskrcnn/tf.nn.relu_7/fake_quantize/SymmQuant/mul"; -"309 maskrcnn/tf.nn.relu_7/fake_quantize/SymmQuant/add" -> "313 maskrcnn/tf.nn.relu_7/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"310 maskrcnn/tf.nn.relu_7/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "311 maskrcnn/tf.nn.relu_7/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"311 maskrcnn/tf.nn.relu_7/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "312 maskrcnn/tf.nn.relu_7/fake_quantize/SymmQuant/mul"; -"312 maskrcnn/tf.nn.relu_7/fake_quantize/SymmQuant/mul" -> "313 maskrcnn/tf.nn.relu_7/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"313 maskrcnn/tf.nn.relu_7/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "325 maskrcnn/conv2d_9/Conv2D"; -"314 maskrcnn/conv2d_9/SymmQuant/Abs/ReadVariableOp/resource" -> "315 maskrcnn/conv2d_9/SymmQuant/Abs/ReadVariableOp"; -"315 maskrcnn/conv2d_9/SymmQuant/Abs/ReadVariableOp" -> "316 maskrcnn/conv2d_9/SymmQuant/Abs"; -"316 maskrcnn/conv2d_9/SymmQuant/Abs" -> "318 maskrcnn/conv2d_9/SymmQuant/add"; -"317 maskrcnn/conv2d_9/SymmQuant/add/y" -> "318 maskrcnn/conv2d_9/SymmQuant/add"; -"318 maskrcnn/conv2d_9/SymmQuant/add" -> "321 maskrcnn/conv2d_9/SymmQuant/mul"; -"318 maskrcnn/conv2d_9/SymmQuant/add" -> "324 maskrcnn/conv2d_9/SymmQuant/FakeQuantWithMinMaxVars"; -"319 maskrcnn/conv2d_9/SymmQuant/mul/ReadVariableOp/resource" -> "320 maskrcnn/conv2d_9/SymmQuant/mul/ReadVariableOp"; -"320 maskrcnn/conv2d_9/SymmQuant/mul/ReadVariableOp" -> "321 maskrcnn/conv2d_9/SymmQuant/mul"; -"321 maskrcnn/conv2d_9/SymmQuant/mul" -> "324 maskrcnn/conv2d_9/SymmQuant/FakeQuantWithMinMaxVars"; -"322 maskrcnn/conv2d_9/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "323 maskrcnn/conv2d_9/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"323 maskrcnn/conv2d_9/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "324 maskrcnn/conv2d_9/SymmQuant/FakeQuantWithMinMaxVars"; -"324 maskrcnn/conv2d_9/SymmQuant/FakeQuantWithMinMaxVars" -> "325 maskrcnn/conv2d_9/Conv2D"; -"325 maskrcnn/conv2d_9/Conv2D" -> "334 maskrcnn/batch_normalization_9/FusedBatchNormV3"; -"326 maskrcnn/batch_normalization_9/ReadVariableOp/resource" -> "327 maskrcnn/batch_normalization_9/ReadVariableOp"; -"327 maskrcnn/batch_normalization_9/ReadVariableOp" -> "334 maskrcnn/batch_normalization_9/FusedBatchNormV3"; -"328 maskrcnn/batch_normalization_9/ReadVariableOp_1/resource" -> "329 maskrcnn/batch_normalization_9/ReadVariableOp_1"; -"329 maskrcnn/batch_normalization_9/ReadVariableOp_1" -> "334 maskrcnn/batch_normalization_9/FusedBatchNormV3"; -"330 maskrcnn/batch_normalization_9/FusedBatchNormV3/ReadVariableOp/resource" -> "331 maskrcnn/batch_normalization_9/FusedBatchNormV3/ReadVariableOp"; -"331 maskrcnn/batch_normalization_9/FusedBatchNormV3/ReadVariableOp" -> "334 maskrcnn/batch_normalization_9/FusedBatchNormV3"; -"332 maskrcnn/batch_normalization_9/FusedBatchNormV3/ReadVariableOp_1/resource" -> "333 maskrcnn/batch_normalization_9/FusedBatchNormV3/ReadVariableOp_1"; -"333 maskrcnn/batch_normalization_9/FusedBatchNormV3/ReadVariableOp_1" -> "334 maskrcnn/batch_normalization_9/FusedBatchNormV3"; -"334 maskrcnn/batch_normalization_9/FusedBatchNormV3" -> "335 maskrcnn/tf.nn.relu_8/Relu"; -"335 maskrcnn/tf.nn.relu_8/Relu" -> "344 maskrcnn/tf.nn.relu_8/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"336 maskrcnn/tf.nn.relu_8/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "337 maskrcnn/tf.nn.relu_8/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"337 maskrcnn/tf.nn.relu_8/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "338 maskrcnn/tf.nn.relu_8/fake_quantize/SymmQuant/Abs"; -"338 maskrcnn/tf.nn.relu_8/fake_quantize/SymmQuant/Abs" -> "340 maskrcnn/tf.nn.relu_8/fake_quantize/SymmQuant/add"; -"339 maskrcnn/tf.nn.relu_8/fake_quantize/SymmQuant/add/y" -> "340 maskrcnn/tf.nn.relu_8/fake_quantize/SymmQuant/add"; -"340 maskrcnn/tf.nn.relu_8/fake_quantize/SymmQuant/add" -> "343 maskrcnn/tf.nn.relu_8/fake_quantize/SymmQuant/mul"; -"340 maskrcnn/tf.nn.relu_8/fake_quantize/SymmQuant/add" -> "344 maskrcnn/tf.nn.relu_8/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"341 maskrcnn/tf.nn.relu_8/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "342 maskrcnn/tf.nn.relu_8/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"342 maskrcnn/tf.nn.relu_8/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "343 maskrcnn/tf.nn.relu_8/fake_quantize/SymmQuant/mul"; -"343 maskrcnn/tf.nn.relu_8/fake_quantize/SymmQuant/mul" -> "344 maskrcnn/tf.nn.relu_8/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"344 maskrcnn/tf.nn.relu_8/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "356 maskrcnn/conv2d_10/Conv2D"; -"345 maskrcnn/conv2d_10/SymmQuant/Abs/ReadVariableOp/resource" -> "346 maskrcnn/conv2d_10/SymmQuant/Abs/ReadVariableOp"; -"346 maskrcnn/conv2d_10/SymmQuant/Abs/ReadVariableOp" -> "347 maskrcnn/conv2d_10/SymmQuant/Abs"; -"347 maskrcnn/conv2d_10/SymmQuant/Abs" -> "349 maskrcnn/conv2d_10/SymmQuant/add"; -"348 maskrcnn/conv2d_10/SymmQuant/add/y" -> "349 maskrcnn/conv2d_10/SymmQuant/add"; -"349 maskrcnn/conv2d_10/SymmQuant/add" -> "352 maskrcnn/conv2d_10/SymmQuant/mul"; -"349 maskrcnn/conv2d_10/SymmQuant/add" -> "355 maskrcnn/conv2d_10/SymmQuant/FakeQuantWithMinMaxVars"; -"350 maskrcnn/conv2d_10/SymmQuant/mul/ReadVariableOp/resource" -> "351 maskrcnn/conv2d_10/SymmQuant/mul/ReadVariableOp"; -"351 maskrcnn/conv2d_10/SymmQuant/mul/ReadVariableOp" -> "352 maskrcnn/conv2d_10/SymmQuant/mul"; -"352 maskrcnn/conv2d_10/SymmQuant/mul" -> "355 maskrcnn/conv2d_10/SymmQuant/FakeQuantWithMinMaxVars"; -"353 maskrcnn/conv2d_10/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "354 maskrcnn/conv2d_10/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"354 maskrcnn/conv2d_10/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "355 maskrcnn/conv2d_10/SymmQuant/FakeQuantWithMinMaxVars"; -"355 maskrcnn/conv2d_10/SymmQuant/FakeQuantWithMinMaxVars" -> "356 maskrcnn/conv2d_10/Conv2D"; -"356 maskrcnn/conv2d_10/Conv2D" -> "365 maskrcnn/batch_normalization_10/FusedBatchNormV3"; -"357 maskrcnn/batch_normalization_10/ReadVariableOp/resource" -> "358 maskrcnn/batch_normalization_10/ReadVariableOp"; -"358 maskrcnn/batch_normalization_10/ReadVariableOp" -> "365 maskrcnn/batch_normalization_10/FusedBatchNormV3"; -"359 maskrcnn/batch_normalization_10/ReadVariableOp_1/resource" -> "360 maskrcnn/batch_normalization_10/ReadVariableOp_1"; -"360 maskrcnn/batch_normalization_10/ReadVariableOp_1" -> "365 maskrcnn/batch_normalization_10/FusedBatchNormV3"; -"361 maskrcnn/batch_normalization_10/FusedBatchNormV3/ReadVariableOp/resource" -> "362 maskrcnn/batch_normalization_10/FusedBatchNormV3/ReadVariableOp"; -"362 maskrcnn/batch_normalization_10/FusedBatchNormV3/ReadVariableOp" -> "365 maskrcnn/batch_normalization_10/FusedBatchNormV3"; -"363 maskrcnn/batch_normalization_10/FusedBatchNormV3/ReadVariableOp_1/resource" -> "364 maskrcnn/batch_normalization_10/FusedBatchNormV3/ReadVariableOp_1"; -"364 maskrcnn/batch_normalization_10/FusedBatchNormV3/ReadVariableOp_1" -> "365 maskrcnn/batch_normalization_10/FusedBatchNormV3"; -"365 maskrcnn/batch_normalization_10/FusedBatchNormV3" -> "374 maskrcnn/batch_normalization_10/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"366 maskrcnn/batch_normalization_10/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "367 maskrcnn/batch_normalization_10/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"367 maskrcnn/batch_normalization_10/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "368 maskrcnn/batch_normalization_10/fake_quantize/SymmQuant/Abs"; -"368 maskrcnn/batch_normalization_10/fake_quantize/SymmQuant/Abs" -> "370 maskrcnn/batch_normalization_10/fake_quantize/SymmQuant/add"; -"369 maskrcnn/batch_normalization_10/fake_quantize/SymmQuant/add/y" -> "370 maskrcnn/batch_normalization_10/fake_quantize/SymmQuant/add"; -"370 maskrcnn/batch_normalization_10/fake_quantize/SymmQuant/add" -> "373 maskrcnn/batch_normalization_10/fake_quantize/SymmQuant/mul"; -"370 maskrcnn/batch_normalization_10/fake_quantize/SymmQuant/add" -> "374 maskrcnn/batch_normalization_10/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"371 maskrcnn/batch_normalization_10/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "372 maskrcnn/batch_normalization_10/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"372 maskrcnn/batch_normalization_10/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "373 maskrcnn/batch_normalization_10/fake_quantize/SymmQuant/mul"; -"373 maskrcnn/batch_normalization_10/fake_quantize/SymmQuant/mul" -> "374 maskrcnn/batch_normalization_10/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"374 maskrcnn/batch_normalization_10/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "375 maskrcnn/tf.__operators__.add_2/AddV2"; -"375 maskrcnn/tf.__operators__.add_2/AddV2" -> "376 maskrcnn/tf.nn.relu_9/Relu"; -"376 maskrcnn/tf.nn.relu_9/Relu" -> "385 maskrcnn/tf.nn.relu_9/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"377 maskrcnn/tf.nn.relu_9/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "378 maskrcnn/tf.nn.relu_9/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"378 maskrcnn/tf.nn.relu_9/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "379 maskrcnn/tf.nn.relu_9/fake_quantize/SymmQuant/Abs"; -"379 maskrcnn/tf.nn.relu_9/fake_quantize/SymmQuant/Abs" -> "381 maskrcnn/tf.nn.relu_9/fake_quantize/SymmQuant/add"; -"380 maskrcnn/tf.nn.relu_9/fake_quantize/SymmQuant/add/y" -> "381 maskrcnn/tf.nn.relu_9/fake_quantize/SymmQuant/add"; -"381 maskrcnn/tf.nn.relu_9/fake_quantize/SymmQuant/add" -> "384 maskrcnn/tf.nn.relu_9/fake_quantize/SymmQuant/mul"; -"381 maskrcnn/tf.nn.relu_9/fake_quantize/SymmQuant/add" -> "385 maskrcnn/tf.nn.relu_9/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"382 maskrcnn/tf.nn.relu_9/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "383 maskrcnn/tf.nn.relu_9/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"383 maskrcnn/tf.nn.relu_9/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "384 maskrcnn/tf.nn.relu_9/fake_quantize/SymmQuant/mul"; -"384 maskrcnn/tf.nn.relu_9/fake_quantize/SymmQuant/mul" -> "385 maskrcnn/tf.nn.relu_9/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"385 maskrcnn/tf.nn.relu_9/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "386 maskrcnn/tf.identity_2/Identity"; -"386 maskrcnn/tf.identity_2/Identity" -> "398 maskrcnn/conv2d_12/Conv2D"; -"386 maskrcnn/tf.identity_2/Identity" -> "443 maskrcnn/tf.compat.v1.pad_1/Pad"; -"386 maskrcnn/tf.identity_2/Identity" -> "1960 maskrcnn/l2/Conv2D"; -"387 maskrcnn/conv2d_12/SymmQuant/Abs/ReadVariableOp/resource" -> "388 maskrcnn/conv2d_12/SymmQuant/Abs/ReadVariableOp"; -"388 maskrcnn/conv2d_12/SymmQuant/Abs/ReadVariableOp" -> "389 maskrcnn/conv2d_12/SymmQuant/Abs"; -"389 maskrcnn/conv2d_12/SymmQuant/Abs" -> "391 maskrcnn/conv2d_12/SymmQuant/add"; -"390 maskrcnn/conv2d_12/SymmQuant/add/y" -> "391 maskrcnn/conv2d_12/SymmQuant/add"; -"391 maskrcnn/conv2d_12/SymmQuant/add" -> "394 maskrcnn/conv2d_12/SymmQuant/mul"; -"391 maskrcnn/conv2d_12/SymmQuant/add" -> "397 maskrcnn/conv2d_12/SymmQuant/FakeQuantWithMinMaxVars"; -"392 maskrcnn/conv2d_12/SymmQuant/mul/ReadVariableOp/resource" -> "393 maskrcnn/conv2d_12/SymmQuant/mul/ReadVariableOp"; -"393 maskrcnn/conv2d_12/SymmQuant/mul/ReadVariableOp" -> "394 maskrcnn/conv2d_12/SymmQuant/mul"; -"394 maskrcnn/conv2d_12/SymmQuant/mul" -> "397 maskrcnn/conv2d_12/SymmQuant/FakeQuantWithMinMaxVars"; -"395 maskrcnn/conv2d_12/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "396 maskrcnn/conv2d_12/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"396 maskrcnn/conv2d_12/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "397 maskrcnn/conv2d_12/SymmQuant/FakeQuantWithMinMaxVars"; -"397 maskrcnn/conv2d_12/SymmQuant/FakeQuantWithMinMaxVars" -> "398 maskrcnn/conv2d_12/Conv2D"; -"398 maskrcnn/conv2d_12/Conv2D" -> "407 maskrcnn/batch_normalization_12/FusedBatchNormV3"; -"399 maskrcnn/batch_normalization_12/ReadVariableOp/resource" -> "400 maskrcnn/batch_normalization_12/ReadVariableOp"; -"400 maskrcnn/batch_normalization_12/ReadVariableOp" -> "407 maskrcnn/batch_normalization_12/FusedBatchNormV3"; -"401 maskrcnn/batch_normalization_12/ReadVariableOp_1/resource" -> "402 maskrcnn/batch_normalization_12/ReadVariableOp_1"; -"402 maskrcnn/batch_normalization_12/ReadVariableOp_1" -> "407 maskrcnn/batch_normalization_12/FusedBatchNormV3"; -"403 maskrcnn/batch_normalization_12/FusedBatchNormV3/ReadVariableOp/resource" -> "404 maskrcnn/batch_normalization_12/FusedBatchNormV3/ReadVariableOp"; -"404 maskrcnn/batch_normalization_12/FusedBatchNormV3/ReadVariableOp" -> "407 maskrcnn/batch_normalization_12/FusedBatchNormV3"; -"405 maskrcnn/batch_normalization_12/FusedBatchNormV3/ReadVariableOp_1/resource" -> "406 maskrcnn/batch_normalization_12/FusedBatchNormV3/ReadVariableOp_1"; -"406 maskrcnn/batch_normalization_12/FusedBatchNormV3/ReadVariableOp_1" -> "407 maskrcnn/batch_normalization_12/FusedBatchNormV3"; -"407 maskrcnn/batch_normalization_12/FusedBatchNormV3" -> "408 maskrcnn/tf.nn.relu_10/Relu"; -"408 maskrcnn/tf.nn.relu_10/Relu" -> "417 maskrcnn/tf.nn.relu_10/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"409 maskrcnn/tf.nn.relu_10/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "410 maskrcnn/tf.nn.relu_10/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"410 maskrcnn/tf.nn.relu_10/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "411 maskrcnn/tf.nn.relu_10/fake_quantize/SymmQuant/Abs"; -"411 maskrcnn/tf.nn.relu_10/fake_quantize/SymmQuant/Abs" -> "413 maskrcnn/tf.nn.relu_10/fake_quantize/SymmQuant/add"; -"412 maskrcnn/tf.nn.relu_10/fake_quantize/SymmQuant/add/y" -> "413 maskrcnn/tf.nn.relu_10/fake_quantize/SymmQuant/add"; -"413 maskrcnn/tf.nn.relu_10/fake_quantize/SymmQuant/add" -> "416 maskrcnn/tf.nn.relu_10/fake_quantize/SymmQuant/mul"; -"413 maskrcnn/tf.nn.relu_10/fake_quantize/SymmQuant/add" -> "417 maskrcnn/tf.nn.relu_10/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"414 maskrcnn/tf.nn.relu_10/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "415 maskrcnn/tf.nn.relu_10/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"415 maskrcnn/tf.nn.relu_10/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "416 maskrcnn/tf.nn.relu_10/fake_quantize/SymmQuant/mul"; -"416 maskrcnn/tf.nn.relu_10/fake_quantize/SymmQuant/mul" -> "417 maskrcnn/tf.nn.relu_10/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"417 maskrcnn/tf.nn.relu_10/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "419 maskrcnn/tf.compat.v1.pad_2/Pad"; -"418 maskrcnn/tf.compat.v1.pad_2/Pad/paddings" -> "419 maskrcnn/tf.compat.v1.pad_2/Pad"; -"419 maskrcnn/tf.compat.v1.pad_2/Pad" -> "431 maskrcnn/conv2d_13/Conv2D"; -"420 maskrcnn/conv2d_13/SymmQuant/Abs/ReadVariableOp/resource" -> "421 maskrcnn/conv2d_13/SymmQuant/Abs/ReadVariableOp"; -"421 maskrcnn/conv2d_13/SymmQuant/Abs/ReadVariableOp" -> "422 maskrcnn/conv2d_13/SymmQuant/Abs"; -"422 maskrcnn/conv2d_13/SymmQuant/Abs" -> "424 maskrcnn/conv2d_13/SymmQuant/add"; -"423 maskrcnn/conv2d_13/SymmQuant/add/y" -> "424 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maskrcnn/conv2d_25/SymmQuant/FakeQuantWithMinMaxVars"; -"842 maskrcnn/conv2d_25/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "843 maskrcnn/conv2d_25/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"843 maskrcnn/conv2d_25/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "844 maskrcnn/conv2d_25/SymmQuant/FakeQuantWithMinMaxVars"; -"844 maskrcnn/conv2d_25/SymmQuant/FakeQuantWithMinMaxVars" -> "845 maskrcnn/conv2d_25/Conv2D"; -"845 maskrcnn/conv2d_25/Conv2D" -> "854 maskrcnn/batch_normalization_25/FusedBatchNormV3"; -"846 maskrcnn/batch_normalization_25/ReadVariableOp/resource" -> "847 maskrcnn/batch_normalization_25/ReadVariableOp"; -"847 maskrcnn/batch_normalization_25/ReadVariableOp" -> "854 maskrcnn/batch_normalization_25/FusedBatchNormV3"; -"848 maskrcnn/batch_normalization_25/ReadVariableOp_1/resource" -> "849 maskrcnn/batch_normalization_25/ReadVariableOp_1"; -"849 maskrcnn/batch_normalization_25/ReadVariableOp_1" -> "854 maskrcnn/batch_normalization_25/FusedBatchNormV3"; -"850 maskrcnn/batch_normalization_25/FusedBatchNormV3/ReadVariableOp/resource" -> "851 maskrcnn/batch_normalization_25/FusedBatchNormV3/ReadVariableOp"; -"851 maskrcnn/batch_normalization_25/FusedBatchNormV3/ReadVariableOp" -> "854 maskrcnn/batch_normalization_25/FusedBatchNormV3"; -"852 maskrcnn/batch_normalization_25/FusedBatchNormV3/ReadVariableOp_1/resource" -> "853 maskrcnn/batch_normalization_25/FusedBatchNormV3/ReadVariableOp_1"; -"853 maskrcnn/batch_normalization_25/FusedBatchNormV3/ReadVariableOp_1" -> "854 maskrcnn/batch_normalization_25/FusedBatchNormV3"; -"854 maskrcnn/batch_normalization_25/FusedBatchNormV3" -> "855 maskrcnn/tf.nn.relu_22/Relu"; -"855 maskrcnn/tf.nn.relu_22/Relu" -> "864 maskrcnn/tf.nn.relu_22/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"856 maskrcnn/tf.nn.relu_22/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "857 maskrcnn/tf.nn.relu_22/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"857 maskrcnn/tf.nn.relu_22/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "858 maskrcnn/tf.nn.relu_22/fake_quantize/SymmQuant/Abs"; -"858 maskrcnn/tf.nn.relu_22/fake_quantize/SymmQuant/Abs" -> "860 maskrcnn/tf.nn.relu_22/fake_quantize/SymmQuant/add"; -"859 maskrcnn/tf.nn.relu_22/fake_quantize/SymmQuant/add/y" -> "860 maskrcnn/tf.nn.relu_22/fake_quantize/SymmQuant/add"; -"860 maskrcnn/tf.nn.relu_22/fake_quantize/SymmQuant/add" -> "863 maskrcnn/tf.nn.relu_22/fake_quantize/SymmQuant/mul"; -"860 maskrcnn/tf.nn.relu_22/fake_quantize/SymmQuant/add" -> "864 maskrcnn/tf.nn.relu_22/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"861 maskrcnn/tf.nn.relu_22/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "862 maskrcnn/tf.nn.relu_22/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"862 maskrcnn/tf.nn.relu_22/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "863 maskrcnn/tf.nn.relu_22/fake_quantize/SymmQuant/mul"; -"863 maskrcnn/tf.nn.relu_22/fake_quantize/SymmQuant/mul" -> "864 maskrcnn/tf.nn.relu_22/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"864 maskrcnn/tf.nn.relu_22/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "866 maskrcnn/tf.compat.v1.pad_4/Pad"; -"865 maskrcnn/tf.compat.v1.pad_4/Pad/paddings" -> "866 maskrcnn/tf.compat.v1.pad_4/Pad"; -"866 maskrcnn/tf.compat.v1.pad_4/Pad" -> "878 maskrcnn/conv2d_26/Conv2D"; -"867 maskrcnn/conv2d_26/SymmQuant/Abs/ReadVariableOp/resource" -> "868 maskrcnn/conv2d_26/SymmQuant/Abs/ReadVariableOp"; -"868 maskrcnn/conv2d_26/SymmQuant/Abs/ReadVariableOp" -> "869 maskrcnn/conv2d_26/SymmQuant/Abs"; -"869 maskrcnn/conv2d_26/SymmQuant/Abs" -> "871 maskrcnn/conv2d_26/SymmQuant/add"; -"870 maskrcnn/conv2d_26/SymmQuant/add/y" -> "871 maskrcnn/conv2d_26/SymmQuant/add"; -"871 maskrcnn/conv2d_26/SymmQuant/add" -> "874 maskrcnn/conv2d_26/SymmQuant/mul"; -"871 maskrcnn/conv2d_26/SymmQuant/add" -> "877 maskrcnn/conv2d_26/SymmQuant/FakeQuantWithMinMaxVars"; -"872 maskrcnn/conv2d_26/SymmQuant/mul/ReadVariableOp/resource" -> "873 maskrcnn/conv2d_26/SymmQuant/mul/ReadVariableOp"; -"873 maskrcnn/conv2d_26/SymmQuant/mul/ReadVariableOp" -> "874 maskrcnn/conv2d_26/SymmQuant/mul"; -"874 maskrcnn/conv2d_26/SymmQuant/mul" -> "877 maskrcnn/conv2d_26/SymmQuant/FakeQuantWithMinMaxVars"; -"875 maskrcnn/conv2d_26/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "876 maskrcnn/conv2d_26/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"876 maskrcnn/conv2d_26/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "877 maskrcnn/conv2d_26/SymmQuant/FakeQuantWithMinMaxVars"; -"877 maskrcnn/conv2d_26/SymmQuant/FakeQuantWithMinMaxVars" -> "878 maskrcnn/conv2d_26/Conv2D"; -"878 maskrcnn/conv2d_26/Conv2D" -> "887 maskrcnn/batch_normalization_26/FusedBatchNormV3"; -"879 maskrcnn/batch_normalization_26/ReadVariableOp/resource" -> "880 maskrcnn/batch_normalization_26/ReadVariableOp"; -"880 maskrcnn/batch_normalization_26/ReadVariableOp" -> "887 maskrcnn/batch_normalization_26/FusedBatchNormV3"; -"881 maskrcnn/batch_normalization_26/ReadVariableOp_1/resource" -> "882 maskrcnn/batch_normalization_26/ReadVariableOp_1"; -"882 maskrcnn/batch_normalization_26/ReadVariableOp_1" -> "887 maskrcnn/batch_normalization_26/FusedBatchNormV3"; -"883 maskrcnn/batch_normalization_26/FusedBatchNormV3/ReadVariableOp/resource" -> "884 maskrcnn/batch_normalization_26/FusedBatchNormV3/ReadVariableOp"; -"884 maskrcnn/batch_normalization_26/FusedBatchNormV3/ReadVariableOp" -> "887 maskrcnn/batch_normalization_26/FusedBatchNormV3"; -"885 maskrcnn/batch_normalization_26/FusedBatchNormV3/ReadVariableOp_1/resource" -> "886 maskrcnn/batch_normalization_26/FusedBatchNormV3/ReadVariableOp_1"; -"886 maskrcnn/batch_normalization_26/FusedBatchNormV3/ReadVariableOp_1" -> "887 maskrcnn/batch_normalization_26/FusedBatchNormV3"; -"887 maskrcnn/batch_normalization_26/FusedBatchNormV3" -> "888 maskrcnn/tf.nn.relu_23/Relu"; -"888 maskrcnn/tf.nn.relu_23/Relu" -> "899 maskrcnn/tf.nn.relu_23/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"889 maskrcnn/tf.compat.v1.pad_3/Pad/paddings" -> "890 maskrcnn/tf.compat.v1.pad_3/Pad"; -"890 maskrcnn/tf.compat.v1.pad_3/Pad" -> "911 maskrcnn/conv2d_24/Conv2D"; -"891 maskrcnn/tf.nn.relu_23/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "892 maskrcnn/tf.nn.relu_23/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"892 maskrcnn/tf.nn.relu_23/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "893 maskrcnn/tf.nn.relu_23/fake_quantize/SymmQuant/Abs"; -"893 maskrcnn/tf.nn.relu_23/fake_quantize/SymmQuant/Abs" -> "895 maskrcnn/tf.nn.relu_23/fake_quantize/SymmQuant/add"; -"894 maskrcnn/tf.nn.relu_23/fake_quantize/SymmQuant/add/y" -> "895 maskrcnn/tf.nn.relu_23/fake_quantize/SymmQuant/add"; -"895 maskrcnn/tf.nn.relu_23/fake_quantize/SymmQuant/add" -> "898 maskrcnn/tf.nn.relu_23/fake_quantize/SymmQuant/mul"; -"895 maskrcnn/tf.nn.relu_23/fake_quantize/SymmQuant/add" -> "899 maskrcnn/tf.nn.relu_23/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"896 maskrcnn/tf.nn.relu_23/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "897 maskrcnn/tf.nn.relu_23/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"897 maskrcnn/tf.nn.relu_23/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "898 maskrcnn/tf.nn.relu_23/fake_quantize/SymmQuant/mul"; -"898 maskrcnn/tf.nn.relu_23/fake_quantize/SymmQuant/mul" -> "899 maskrcnn/tf.nn.relu_23/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"899 maskrcnn/tf.nn.relu_23/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "923 maskrcnn/conv2d_27/Conv2D"; -"900 maskrcnn/conv2d_24/SymmQuant/Abs/ReadVariableOp/resource" -> "901 maskrcnn/conv2d_24/SymmQuant/Abs/ReadVariableOp"; -"901 maskrcnn/conv2d_24/SymmQuant/Abs/ReadVariableOp" -> "902 maskrcnn/conv2d_24/SymmQuant/Abs"; -"902 maskrcnn/conv2d_24/SymmQuant/Abs" -> "904 maskrcnn/conv2d_24/SymmQuant/add"; -"903 maskrcnn/conv2d_24/SymmQuant/add/y" -> "904 maskrcnn/conv2d_24/SymmQuant/add"; -"904 maskrcnn/conv2d_24/SymmQuant/add" -> "907 maskrcnn/conv2d_24/SymmQuant/mul"; -"904 maskrcnn/conv2d_24/SymmQuant/add" -> "910 maskrcnn/conv2d_24/SymmQuant/FakeQuantWithMinMaxVars"; -"905 maskrcnn/conv2d_24/SymmQuant/mul/ReadVariableOp/resource" -> "906 maskrcnn/conv2d_24/SymmQuant/mul/ReadVariableOp"; -"906 maskrcnn/conv2d_24/SymmQuant/mul/ReadVariableOp" -> "907 maskrcnn/conv2d_24/SymmQuant/mul"; -"907 maskrcnn/conv2d_24/SymmQuant/mul" -> "910 maskrcnn/conv2d_24/SymmQuant/FakeQuantWithMinMaxVars"; -"908 maskrcnn/conv2d_24/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "909 maskrcnn/conv2d_24/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"909 maskrcnn/conv2d_24/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "910 maskrcnn/conv2d_24/SymmQuant/FakeQuantWithMinMaxVars"; -"910 maskrcnn/conv2d_24/SymmQuant/FakeQuantWithMinMaxVars" -> "911 maskrcnn/conv2d_24/Conv2D"; -"911 maskrcnn/conv2d_24/Conv2D" -> "932 maskrcnn/batch_normalization_24/FusedBatchNormV3"; -"912 maskrcnn/conv2d_27/SymmQuant/Abs/ReadVariableOp/resource" -> "913 maskrcnn/conv2d_27/SymmQuant/Abs/ReadVariableOp"; -"913 maskrcnn/conv2d_27/SymmQuant/Abs/ReadVariableOp" -> "914 maskrcnn/conv2d_27/SymmQuant/Abs"; -"914 maskrcnn/conv2d_27/SymmQuant/Abs" -> "916 maskrcnn/conv2d_27/SymmQuant/add"; -"915 maskrcnn/conv2d_27/SymmQuant/add/y" -> "916 maskrcnn/conv2d_27/SymmQuant/add"; -"916 maskrcnn/conv2d_27/SymmQuant/add" -> "919 maskrcnn/conv2d_27/SymmQuant/mul"; -"916 maskrcnn/conv2d_27/SymmQuant/add" -> "922 maskrcnn/conv2d_27/SymmQuant/FakeQuantWithMinMaxVars"; -"917 maskrcnn/conv2d_27/SymmQuant/mul/ReadVariableOp/resource" -> "918 maskrcnn/conv2d_27/SymmQuant/mul/ReadVariableOp"; -"918 maskrcnn/conv2d_27/SymmQuant/mul/ReadVariableOp" -> "919 maskrcnn/conv2d_27/SymmQuant/mul"; -"919 maskrcnn/conv2d_27/SymmQuant/mul" -> "922 maskrcnn/conv2d_27/SymmQuant/FakeQuantWithMinMaxVars"; -"920 maskrcnn/conv2d_27/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "921 maskrcnn/conv2d_27/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"921 maskrcnn/conv2d_27/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "922 maskrcnn/conv2d_27/SymmQuant/FakeQuantWithMinMaxVars"; -"922 maskrcnn/conv2d_27/SymmQuant/FakeQuantWithMinMaxVars" -> "923 maskrcnn/conv2d_27/Conv2D"; -"923 maskrcnn/conv2d_27/Conv2D" -> "941 maskrcnn/batch_normalization_27/FusedBatchNormV3"; -"924 maskrcnn/batch_normalization_24/ReadVariableOp/resource" -> "925 maskrcnn/batch_normalization_24/ReadVariableOp"; -"925 maskrcnn/batch_normalization_24/ReadVariableOp" -> "932 maskrcnn/batch_normalization_24/FusedBatchNormV3"; -"926 maskrcnn/batch_normalization_24/ReadVariableOp_1/resource" -> "927 maskrcnn/batch_normalization_24/ReadVariableOp_1"; -"927 maskrcnn/batch_normalization_24/ReadVariableOp_1" -> "932 maskrcnn/batch_normalization_24/FusedBatchNormV3"; -"928 maskrcnn/batch_normalization_24/FusedBatchNormV3/ReadVariableOp/resource" -> "929 maskrcnn/batch_normalization_24/FusedBatchNormV3/ReadVariableOp"; -"929 maskrcnn/batch_normalization_24/FusedBatchNormV3/ReadVariableOp" -> "932 maskrcnn/batch_normalization_24/FusedBatchNormV3"; -"930 maskrcnn/batch_normalization_24/FusedBatchNormV3/ReadVariableOp_1/resource" -> "931 maskrcnn/batch_normalization_24/FusedBatchNormV3/ReadVariableOp_1"; -"931 maskrcnn/batch_normalization_24/FusedBatchNormV3/ReadVariableOp_1" -> "932 maskrcnn/batch_normalization_24/FusedBatchNormV3"; -"932 maskrcnn/batch_normalization_24/FusedBatchNormV3" -> "959 maskrcnn/batch_normalization_24/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"933 maskrcnn/batch_normalization_27/ReadVariableOp/resource" -> "934 maskrcnn/batch_normalization_27/ReadVariableOp"; -"934 maskrcnn/batch_normalization_27/ReadVariableOp" -> "941 maskrcnn/batch_normalization_27/FusedBatchNormV3"; -"935 maskrcnn/batch_normalization_27/ReadVariableOp_1/resource" -> "936 maskrcnn/batch_normalization_27/ReadVariableOp_1"; -"936 maskrcnn/batch_normalization_27/ReadVariableOp_1" -> "941 maskrcnn/batch_normalization_27/FusedBatchNormV3"; -"937 maskrcnn/batch_normalization_27/FusedBatchNormV3/ReadVariableOp/resource" -> "938 maskrcnn/batch_normalization_27/FusedBatchNormV3/ReadVariableOp"; -"938 maskrcnn/batch_normalization_27/FusedBatchNormV3/ReadVariableOp" -> "941 maskrcnn/batch_normalization_27/FusedBatchNormV3"; -"939 maskrcnn/batch_normalization_27/FusedBatchNormV3/ReadVariableOp_1/resource" -> "940 maskrcnn/batch_normalization_27/FusedBatchNormV3/ReadVariableOp_1"; -"940 maskrcnn/batch_normalization_27/FusedBatchNormV3/ReadVariableOp_1" -> "941 maskrcnn/batch_normalization_27/FusedBatchNormV3"; -"941 maskrcnn/batch_normalization_27/FusedBatchNormV3" -> "950 maskrcnn/batch_normalization_27/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"942 maskrcnn/batch_normalization_27/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "943 maskrcnn/batch_normalization_27/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"943 maskrcnn/batch_normalization_27/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "944 maskrcnn/batch_normalization_27/fake_quantize/SymmQuant/Abs"; -"944 maskrcnn/batch_normalization_27/fake_quantize/SymmQuant/Abs" -> "946 maskrcnn/batch_normalization_27/fake_quantize/SymmQuant/add"; -"945 maskrcnn/batch_normalization_27/fake_quantize/SymmQuant/add/y" -> "946 maskrcnn/batch_normalization_27/fake_quantize/SymmQuant/add"; -"946 maskrcnn/batch_normalization_27/fake_quantize/SymmQuant/add" -> "949 maskrcnn/batch_normalization_27/fake_quantize/SymmQuant/mul"; -"946 maskrcnn/batch_normalization_27/fake_quantize/SymmQuant/add" -> "950 maskrcnn/batch_normalization_27/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"947 maskrcnn/batch_normalization_27/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "948 maskrcnn/batch_normalization_27/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"948 maskrcnn/batch_normalization_27/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "949 maskrcnn/batch_normalization_27/fake_quantize/SymmQuant/mul"; -"949 maskrcnn/batch_normalization_27/fake_quantize/SymmQuant/mul" -> "950 maskrcnn/batch_normalization_27/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"950 maskrcnn/batch_normalization_27/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "960 maskrcnn/tf.__operators__.add_7/AddV2"; -"951 maskrcnn/batch_normalization_24/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "952 maskrcnn/batch_normalization_24/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"952 maskrcnn/batch_normalization_24/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "953 maskrcnn/batch_normalization_24/fake_quantize/SymmQuant/Abs"; -"953 maskrcnn/batch_normalization_24/fake_quantize/SymmQuant/Abs" -> "955 maskrcnn/batch_normalization_24/fake_quantize/SymmQuant/add"; -"954 maskrcnn/batch_normalization_24/fake_quantize/SymmQuant/add/y" -> "955 maskrcnn/batch_normalization_24/fake_quantize/SymmQuant/add"; -"955 maskrcnn/batch_normalization_24/fake_quantize/SymmQuant/add" -> "958 maskrcnn/batch_normalization_24/fake_quantize/SymmQuant/mul"; -"955 maskrcnn/batch_normalization_24/fake_quantize/SymmQuant/add" -> "959 maskrcnn/batch_normalization_24/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"956 maskrcnn/batch_normalization_24/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "957 maskrcnn/batch_normalization_24/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"957 maskrcnn/batch_normalization_24/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "958 maskrcnn/batch_normalization_24/fake_quantize/SymmQuant/mul"; -"958 maskrcnn/batch_normalization_24/fake_quantize/SymmQuant/mul" -> "959 maskrcnn/batch_normalization_24/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"959 maskrcnn/batch_normalization_24/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "960 maskrcnn/tf.__operators__.add_7/AddV2"; -"960 maskrcnn/tf.__operators__.add_7/AddV2" -> "961 maskrcnn/tf.nn.relu_24/Relu"; -"961 maskrcnn/tf.nn.relu_24/Relu" -> "970 maskrcnn/tf.nn.relu_24/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"962 maskrcnn/tf.nn.relu_24/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "963 maskrcnn/tf.nn.relu_24/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"963 maskrcnn/tf.nn.relu_24/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "964 maskrcnn/tf.nn.relu_24/fake_quantize/SymmQuant/Abs"; -"964 maskrcnn/tf.nn.relu_24/fake_quantize/SymmQuant/Abs" -> "966 maskrcnn/tf.nn.relu_24/fake_quantize/SymmQuant/add"; -"965 maskrcnn/tf.nn.relu_24/fake_quantize/SymmQuant/add/y" -> "966 maskrcnn/tf.nn.relu_24/fake_quantize/SymmQuant/add"; -"966 maskrcnn/tf.nn.relu_24/fake_quantize/SymmQuant/add" -> "969 maskrcnn/tf.nn.relu_24/fake_quantize/SymmQuant/mul"; -"966 maskrcnn/tf.nn.relu_24/fake_quantize/SymmQuant/add" -> "970 maskrcnn/tf.nn.relu_24/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"967 maskrcnn/tf.nn.relu_24/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "968 maskrcnn/tf.nn.relu_24/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"968 maskrcnn/tf.nn.relu_24/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "969 maskrcnn/tf.nn.relu_24/fake_quantize/SymmQuant/mul"; -"969 maskrcnn/tf.nn.relu_24/fake_quantize/SymmQuant/mul" -> "970 maskrcnn/tf.nn.relu_24/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"970 maskrcnn/tf.nn.relu_24/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "982 maskrcnn/conv2d_28/Conv2D"; -"970 maskrcnn/tf.nn.relu_24/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "1063 maskrcnn/tf.__operators__.add_8/AddV2"; -"971 maskrcnn/conv2d_28/SymmQuant/Abs/ReadVariableOp/resource" -> "972 maskrcnn/conv2d_28/SymmQuant/Abs/ReadVariableOp"; -"972 maskrcnn/conv2d_28/SymmQuant/Abs/ReadVariableOp" -> "973 maskrcnn/conv2d_28/SymmQuant/Abs"; -"973 maskrcnn/conv2d_28/SymmQuant/Abs" -> "975 maskrcnn/conv2d_28/SymmQuant/add"; -"974 maskrcnn/conv2d_28/SymmQuant/add/y" -> "975 maskrcnn/conv2d_28/SymmQuant/add"; -"975 maskrcnn/conv2d_28/SymmQuant/add" -> "978 maskrcnn/conv2d_28/SymmQuant/mul"; -"975 maskrcnn/conv2d_28/SymmQuant/add" -> "981 maskrcnn/conv2d_28/SymmQuant/FakeQuantWithMinMaxVars"; -"976 maskrcnn/conv2d_28/SymmQuant/mul/ReadVariableOp/resource" -> "977 maskrcnn/conv2d_28/SymmQuant/mul/ReadVariableOp"; -"977 maskrcnn/conv2d_28/SymmQuant/mul/ReadVariableOp" -> "978 maskrcnn/conv2d_28/SymmQuant/mul"; -"978 maskrcnn/conv2d_28/SymmQuant/mul" -> "981 maskrcnn/conv2d_28/SymmQuant/FakeQuantWithMinMaxVars"; -"979 maskrcnn/conv2d_28/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "980 maskrcnn/conv2d_28/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"980 maskrcnn/conv2d_28/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "981 maskrcnn/conv2d_28/SymmQuant/FakeQuantWithMinMaxVars"; -"981 maskrcnn/conv2d_28/SymmQuant/FakeQuantWithMinMaxVars" -> "982 maskrcnn/conv2d_28/Conv2D"; -"982 maskrcnn/conv2d_28/Conv2D" -> "991 maskrcnn/batch_normalization_28/FusedBatchNormV3"; -"983 maskrcnn/batch_normalization_28/ReadVariableOp/resource" -> "984 maskrcnn/batch_normalization_28/ReadVariableOp"; -"984 maskrcnn/batch_normalization_28/ReadVariableOp" -> "991 maskrcnn/batch_normalization_28/FusedBatchNormV3"; -"985 maskrcnn/batch_normalization_28/ReadVariableOp_1/resource" -> "986 maskrcnn/batch_normalization_28/ReadVariableOp_1"; -"986 maskrcnn/batch_normalization_28/ReadVariableOp_1" -> "991 maskrcnn/batch_normalization_28/FusedBatchNormV3"; -"987 maskrcnn/batch_normalization_28/FusedBatchNormV3/ReadVariableOp/resource" -> "988 maskrcnn/batch_normalization_28/FusedBatchNormV3/ReadVariableOp"; -"988 maskrcnn/batch_normalization_28/FusedBatchNormV3/ReadVariableOp" -> "991 maskrcnn/batch_normalization_28/FusedBatchNormV3"; -"989 maskrcnn/batch_normalization_28/FusedBatchNormV3/ReadVariableOp_1/resource" -> "990 maskrcnn/batch_normalization_28/FusedBatchNormV3/ReadVariableOp_1"; -"990 maskrcnn/batch_normalization_28/FusedBatchNormV3/ReadVariableOp_1" -> "991 maskrcnn/batch_normalization_28/FusedBatchNormV3"; -"991 maskrcnn/batch_normalization_28/FusedBatchNormV3" -> "992 maskrcnn/tf.nn.relu_25/Relu"; -"992 maskrcnn/tf.nn.relu_25/Relu" -> "1001 maskrcnn/tf.nn.relu_25/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"993 maskrcnn/tf.nn.relu_25/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "994 maskrcnn/tf.nn.relu_25/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"994 maskrcnn/tf.nn.relu_25/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "995 maskrcnn/tf.nn.relu_25/fake_quantize/SymmQuant/Abs"; -"995 maskrcnn/tf.nn.relu_25/fake_quantize/SymmQuant/Abs" -> "997 maskrcnn/tf.nn.relu_25/fake_quantize/SymmQuant/add"; -"996 maskrcnn/tf.nn.relu_25/fake_quantize/SymmQuant/add/y" -> "997 maskrcnn/tf.nn.relu_25/fake_quantize/SymmQuant/add"; -"997 maskrcnn/tf.nn.relu_25/fake_quantize/SymmQuant/add" -> "1000 maskrcnn/tf.nn.relu_25/fake_quantize/SymmQuant/mul"; -"997 maskrcnn/tf.nn.relu_25/fake_quantize/SymmQuant/add" -> "1001 maskrcnn/tf.nn.relu_25/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"998 maskrcnn/tf.nn.relu_25/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "999 maskrcnn/tf.nn.relu_25/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"999 maskrcnn/tf.nn.relu_25/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "1000 maskrcnn/tf.nn.relu_25/fake_quantize/SymmQuant/mul"; -"1000 maskrcnn/tf.nn.relu_25/fake_quantize/SymmQuant/mul" -> "1001 maskrcnn/tf.nn.relu_25/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1001 maskrcnn/tf.nn.relu_25/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "1013 maskrcnn/conv2d_29/Conv2D"; -"1002 maskrcnn/conv2d_29/SymmQuant/Abs/ReadVariableOp/resource" -> "1003 maskrcnn/conv2d_29/SymmQuant/Abs/ReadVariableOp"; -"1003 maskrcnn/conv2d_29/SymmQuant/Abs/ReadVariableOp" -> "1004 maskrcnn/conv2d_29/SymmQuant/Abs"; -"1004 maskrcnn/conv2d_29/SymmQuant/Abs" -> "1006 maskrcnn/conv2d_29/SymmQuant/add"; -"1005 maskrcnn/conv2d_29/SymmQuant/add/y" -> "1006 maskrcnn/conv2d_29/SymmQuant/add"; -"1006 maskrcnn/conv2d_29/SymmQuant/add" -> "1009 maskrcnn/conv2d_29/SymmQuant/mul"; -"1006 maskrcnn/conv2d_29/SymmQuant/add" -> "1012 maskrcnn/conv2d_29/SymmQuant/FakeQuantWithMinMaxVars"; -"1007 maskrcnn/conv2d_29/SymmQuant/mul/ReadVariableOp/resource" -> "1008 maskrcnn/conv2d_29/SymmQuant/mul/ReadVariableOp"; -"1008 maskrcnn/conv2d_29/SymmQuant/mul/ReadVariableOp" -> "1009 maskrcnn/conv2d_29/SymmQuant/mul"; -"1009 maskrcnn/conv2d_29/SymmQuant/mul" -> "1012 maskrcnn/conv2d_29/SymmQuant/FakeQuantWithMinMaxVars"; -"1010 maskrcnn/conv2d_29/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "1011 maskrcnn/conv2d_29/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1011 maskrcnn/conv2d_29/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1012 maskrcnn/conv2d_29/SymmQuant/FakeQuantWithMinMaxVars"; -"1012 maskrcnn/conv2d_29/SymmQuant/FakeQuantWithMinMaxVars" -> "1013 maskrcnn/conv2d_29/Conv2D"; -"1013 maskrcnn/conv2d_29/Conv2D" -> "1022 maskrcnn/batch_normalization_29/FusedBatchNormV3"; -"1014 maskrcnn/batch_normalization_29/ReadVariableOp/resource" -> "1015 maskrcnn/batch_normalization_29/ReadVariableOp"; -"1015 maskrcnn/batch_normalization_29/ReadVariableOp" -> "1022 maskrcnn/batch_normalization_29/FusedBatchNormV3"; -"1016 maskrcnn/batch_normalization_29/ReadVariableOp_1/resource" -> "1017 maskrcnn/batch_normalization_29/ReadVariableOp_1"; -"1017 maskrcnn/batch_normalization_29/ReadVariableOp_1" -> "1022 maskrcnn/batch_normalization_29/FusedBatchNormV3"; -"1018 maskrcnn/batch_normalization_29/FusedBatchNormV3/ReadVariableOp/resource" -> "1019 maskrcnn/batch_normalization_29/FusedBatchNormV3/ReadVariableOp"; -"1019 maskrcnn/batch_normalization_29/FusedBatchNormV3/ReadVariableOp" -> "1022 maskrcnn/batch_normalization_29/FusedBatchNormV3"; -"1020 maskrcnn/batch_normalization_29/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1021 maskrcnn/batch_normalization_29/FusedBatchNormV3/ReadVariableOp_1"; -"1021 maskrcnn/batch_normalization_29/FusedBatchNormV3/ReadVariableOp_1" -> "1022 maskrcnn/batch_normalization_29/FusedBatchNormV3"; -"1022 maskrcnn/batch_normalization_29/FusedBatchNormV3" -> "1023 maskrcnn/tf.nn.relu_26/Relu"; -"1023 maskrcnn/tf.nn.relu_26/Relu" -> "1032 maskrcnn/tf.nn.relu_26/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1024 maskrcnn/tf.nn.relu_26/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "1025 maskrcnn/tf.nn.relu_26/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"1025 maskrcnn/tf.nn.relu_26/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "1026 maskrcnn/tf.nn.relu_26/fake_quantize/SymmQuant/Abs"; -"1026 maskrcnn/tf.nn.relu_26/fake_quantize/SymmQuant/Abs" -> "1028 maskrcnn/tf.nn.relu_26/fake_quantize/SymmQuant/add"; -"1027 maskrcnn/tf.nn.relu_26/fake_quantize/SymmQuant/add/y" -> "1028 maskrcnn/tf.nn.relu_26/fake_quantize/SymmQuant/add"; -"1028 maskrcnn/tf.nn.relu_26/fake_quantize/SymmQuant/add" -> "1031 maskrcnn/tf.nn.relu_26/fake_quantize/SymmQuant/mul"; -"1028 maskrcnn/tf.nn.relu_26/fake_quantize/SymmQuant/add" -> "1032 maskrcnn/tf.nn.relu_26/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1029 maskrcnn/tf.nn.relu_26/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "1030 maskrcnn/tf.nn.relu_26/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"1030 maskrcnn/tf.nn.relu_26/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "1031 maskrcnn/tf.nn.relu_26/fake_quantize/SymmQuant/mul"; -"1031 maskrcnn/tf.nn.relu_26/fake_quantize/SymmQuant/mul" -> "1032 maskrcnn/tf.nn.relu_26/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1032 maskrcnn/tf.nn.relu_26/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "1044 maskrcnn/conv2d_30/Conv2D"; -"1033 maskrcnn/conv2d_30/SymmQuant/Abs/ReadVariableOp/resource" -> "1034 maskrcnn/conv2d_30/SymmQuant/Abs/ReadVariableOp"; -"1034 maskrcnn/conv2d_30/SymmQuant/Abs/ReadVariableOp" -> "1035 maskrcnn/conv2d_30/SymmQuant/Abs"; -"1035 maskrcnn/conv2d_30/SymmQuant/Abs" -> "1037 maskrcnn/conv2d_30/SymmQuant/add"; -"1036 maskrcnn/conv2d_30/SymmQuant/add/y" -> "1037 maskrcnn/conv2d_30/SymmQuant/add"; -"1037 maskrcnn/conv2d_30/SymmQuant/add" -> "1040 maskrcnn/conv2d_30/SymmQuant/mul"; -"1037 maskrcnn/conv2d_30/SymmQuant/add" -> "1043 maskrcnn/conv2d_30/SymmQuant/FakeQuantWithMinMaxVars"; -"1038 maskrcnn/conv2d_30/SymmQuant/mul/ReadVariableOp/resource" -> "1039 maskrcnn/conv2d_30/SymmQuant/mul/ReadVariableOp"; -"1039 maskrcnn/conv2d_30/SymmQuant/mul/ReadVariableOp" -> "1040 maskrcnn/conv2d_30/SymmQuant/mul"; -"1040 maskrcnn/conv2d_30/SymmQuant/mul" -> "1043 maskrcnn/conv2d_30/SymmQuant/FakeQuantWithMinMaxVars"; -"1041 maskrcnn/conv2d_30/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "1042 maskrcnn/conv2d_30/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1042 maskrcnn/conv2d_30/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1043 maskrcnn/conv2d_30/SymmQuant/FakeQuantWithMinMaxVars"; -"1043 maskrcnn/conv2d_30/SymmQuant/FakeQuantWithMinMaxVars" -> "1044 maskrcnn/conv2d_30/Conv2D"; -"1044 maskrcnn/conv2d_30/Conv2D" -> "1053 maskrcnn/batch_normalization_30/FusedBatchNormV3"; -"1045 maskrcnn/batch_normalization_30/ReadVariableOp/resource" -> "1046 maskrcnn/batch_normalization_30/ReadVariableOp"; -"1046 maskrcnn/batch_normalization_30/ReadVariableOp" -> "1053 maskrcnn/batch_normalization_30/FusedBatchNormV3"; -"1047 maskrcnn/batch_normalization_30/ReadVariableOp_1/resource" -> "1048 maskrcnn/batch_normalization_30/ReadVariableOp_1"; -"1048 maskrcnn/batch_normalization_30/ReadVariableOp_1" -> "1053 maskrcnn/batch_normalization_30/FusedBatchNormV3"; -"1049 maskrcnn/batch_normalization_30/FusedBatchNormV3/ReadVariableOp/resource" -> "1050 maskrcnn/batch_normalization_30/FusedBatchNormV3/ReadVariableOp"; -"1050 maskrcnn/batch_normalization_30/FusedBatchNormV3/ReadVariableOp" -> "1053 maskrcnn/batch_normalization_30/FusedBatchNormV3"; -"1051 maskrcnn/batch_normalization_30/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1052 maskrcnn/batch_normalization_30/FusedBatchNormV3/ReadVariableOp_1"; -"1052 maskrcnn/batch_normalization_30/FusedBatchNormV3/ReadVariableOp_1" -> "1053 maskrcnn/batch_normalization_30/FusedBatchNormV3"; -"1053 maskrcnn/batch_normalization_30/FusedBatchNormV3" -> "1062 maskrcnn/batch_normalization_30/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1054 maskrcnn/batch_normalization_30/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "1055 maskrcnn/batch_normalization_30/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"1055 maskrcnn/batch_normalization_30/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "1056 maskrcnn/batch_normalization_30/fake_quantize/SymmQuant/Abs"; -"1056 maskrcnn/batch_normalization_30/fake_quantize/SymmQuant/Abs" -> "1058 maskrcnn/batch_normalization_30/fake_quantize/SymmQuant/add"; -"1057 maskrcnn/batch_normalization_30/fake_quantize/SymmQuant/add/y" -> "1058 maskrcnn/batch_normalization_30/fake_quantize/SymmQuant/add"; -"1058 maskrcnn/batch_normalization_30/fake_quantize/SymmQuant/add" -> "1061 maskrcnn/batch_normalization_30/fake_quantize/SymmQuant/mul"; -"1058 maskrcnn/batch_normalization_30/fake_quantize/SymmQuant/add" -> "1062 maskrcnn/batch_normalization_30/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1059 maskrcnn/batch_normalization_30/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "1060 maskrcnn/batch_normalization_30/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"1060 maskrcnn/batch_normalization_30/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "1061 maskrcnn/batch_normalization_30/fake_quantize/SymmQuant/mul"; -"1061 maskrcnn/batch_normalization_30/fake_quantize/SymmQuant/mul" -> "1062 maskrcnn/batch_normalization_30/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1062 maskrcnn/batch_normalization_30/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "1063 maskrcnn/tf.__operators__.add_8/AddV2"; -"1063 maskrcnn/tf.__operators__.add_8/AddV2" -> "1064 maskrcnn/tf.nn.relu_27/Relu"; -"1064 maskrcnn/tf.nn.relu_27/Relu" -> "1073 maskrcnn/tf.nn.relu_27/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1065 maskrcnn/tf.nn.relu_27/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "1066 maskrcnn/tf.nn.relu_27/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"1066 maskrcnn/tf.nn.relu_27/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "1067 maskrcnn/tf.nn.relu_27/fake_quantize/SymmQuant/Abs"; -"1067 maskrcnn/tf.nn.relu_27/fake_quantize/SymmQuant/Abs" -> "1069 maskrcnn/tf.nn.relu_27/fake_quantize/SymmQuant/add"; -"1068 maskrcnn/tf.nn.relu_27/fake_quantize/SymmQuant/add/y" -> "1069 maskrcnn/tf.nn.relu_27/fake_quantize/SymmQuant/add"; -"1069 maskrcnn/tf.nn.relu_27/fake_quantize/SymmQuant/add" -> "1072 maskrcnn/tf.nn.relu_27/fake_quantize/SymmQuant/mul"; -"1069 maskrcnn/tf.nn.relu_27/fake_quantize/SymmQuant/add" -> "1073 maskrcnn/tf.nn.relu_27/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1070 maskrcnn/tf.nn.relu_27/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "1071 maskrcnn/tf.nn.relu_27/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"1071 maskrcnn/tf.nn.relu_27/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "1072 maskrcnn/tf.nn.relu_27/fake_quantize/SymmQuant/mul"; -"1072 maskrcnn/tf.nn.relu_27/fake_quantize/SymmQuant/mul" -> "1073 maskrcnn/tf.nn.relu_27/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1073 maskrcnn/tf.nn.relu_27/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "1085 maskrcnn/conv2d_31/Conv2D"; -"1073 maskrcnn/tf.nn.relu_27/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "1166 maskrcnn/tf.__operators__.add_9/AddV2"; -"1074 maskrcnn/conv2d_31/SymmQuant/Abs/ReadVariableOp/resource" -> "1075 maskrcnn/conv2d_31/SymmQuant/Abs/ReadVariableOp"; -"1075 maskrcnn/conv2d_31/SymmQuant/Abs/ReadVariableOp" -> "1076 maskrcnn/conv2d_31/SymmQuant/Abs"; -"1076 maskrcnn/conv2d_31/SymmQuant/Abs" -> "1078 maskrcnn/conv2d_31/SymmQuant/add"; -"1077 maskrcnn/conv2d_31/SymmQuant/add/y" -> "1078 maskrcnn/conv2d_31/SymmQuant/add"; -"1078 maskrcnn/conv2d_31/SymmQuant/add" -> "1081 maskrcnn/conv2d_31/SymmQuant/mul"; -"1078 maskrcnn/conv2d_31/SymmQuant/add" -> "1084 maskrcnn/conv2d_31/SymmQuant/FakeQuantWithMinMaxVars"; -"1079 maskrcnn/conv2d_31/SymmQuant/mul/ReadVariableOp/resource" -> "1080 maskrcnn/conv2d_31/SymmQuant/mul/ReadVariableOp"; -"1080 maskrcnn/conv2d_31/SymmQuant/mul/ReadVariableOp" -> "1081 maskrcnn/conv2d_31/SymmQuant/mul"; -"1081 maskrcnn/conv2d_31/SymmQuant/mul" -> "1084 maskrcnn/conv2d_31/SymmQuant/FakeQuantWithMinMaxVars"; -"1082 maskrcnn/conv2d_31/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "1083 maskrcnn/conv2d_31/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1083 maskrcnn/conv2d_31/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1084 maskrcnn/conv2d_31/SymmQuant/FakeQuantWithMinMaxVars"; -"1084 maskrcnn/conv2d_31/SymmQuant/FakeQuantWithMinMaxVars" -> "1085 maskrcnn/conv2d_31/Conv2D"; -"1085 maskrcnn/conv2d_31/Conv2D" -> "1094 maskrcnn/batch_normalization_31/FusedBatchNormV3"; -"1086 maskrcnn/batch_normalization_31/ReadVariableOp/resource" -> "1087 maskrcnn/batch_normalization_31/ReadVariableOp"; -"1087 maskrcnn/batch_normalization_31/ReadVariableOp" -> "1094 maskrcnn/batch_normalization_31/FusedBatchNormV3"; -"1088 maskrcnn/batch_normalization_31/ReadVariableOp_1/resource" -> "1089 maskrcnn/batch_normalization_31/ReadVariableOp_1"; -"1089 maskrcnn/batch_normalization_31/ReadVariableOp_1" -> "1094 maskrcnn/batch_normalization_31/FusedBatchNormV3"; -"1090 maskrcnn/batch_normalization_31/FusedBatchNormV3/ReadVariableOp/resource" -> "1091 maskrcnn/batch_normalization_31/FusedBatchNormV3/ReadVariableOp"; -"1091 maskrcnn/batch_normalization_31/FusedBatchNormV3/ReadVariableOp" -> "1094 maskrcnn/batch_normalization_31/FusedBatchNormV3"; -"1092 maskrcnn/batch_normalization_31/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1093 maskrcnn/batch_normalization_31/FusedBatchNormV3/ReadVariableOp_1"; -"1093 maskrcnn/batch_normalization_31/FusedBatchNormV3/ReadVariableOp_1" -> "1094 maskrcnn/batch_normalization_31/FusedBatchNormV3"; -"1094 maskrcnn/batch_normalization_31/FusedBatchNormV3" -> "1095 maskrcnn/tf.nn.relu_28/Relu"; -"1095 maskrcnn/tf.nn.relu_28/Relu" -> "1104 maskrcnn/tf.nn.relu_28/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1096 maskrcnn/tf.nn.relu_28/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "1097 maskrcnn/tf.nn.relu_28/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"1097 maskrcnn/tf.nn.relu_28/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "1098 maskrcnn/tf.nn.relu_28/fake_quantize/SymmQuant/Abs"; -"1098 maskrcnn/tf.nn.relu_28/fake_quantize/SymmQuant/Abs" -> "1100 maskrcnn/tf.nn.relu_28/fake_quantize/SymmQuant/add"; -"1099 maskrcnn/tf.nn.relu_28/fake_quantize/SymmQuant/add/y" -> "1100 maskrcnn/tf.nn.relu_28/fake_quantize/SymmQuant/add"; -"1100 maskrcnn/tf.nn.relu_28/fake_quantize/SymmQuant/add" -> "1103 maskrcnn/tf.nn.relu_28/fake_quantize/SymmQuant/mul"; -"1100 maskrcnn/tf.nn.relu_28/fake_quantize/SymmQuant/add" -> "1104 maskrcnn/tf.nn.relu_28/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1101 maskrcnn/tf.nn.relu_28/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "1102 maskrcnn/tf.nn.relu_28/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"1102 maskrcnn/tf.nn.relu_28/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "1103 maskrcnn/tf.nn.relu_28/fake_quantize/SymmQuant/mul"; -"1103 maskrcnn/tf.nn.relu_28/fake_quantize/SymmQuant/mul" -> "1104 maskrcnn/tf.nn.relu_28/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; 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maskrcnn/batch_normalization_36/FusedBatchNormV3" -> "1268 maskrcnn/batch_normalization_36/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1260 maskrcnn/batch_normalization_36/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "1261 maskrcnn/batch_normalization_36/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"1261 maskrcnn/batch_normalization_36/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "1262 maskrcnn/batch_normalization_36/fake_quantize/SymmQuant/Abs"; -"1262 maskrcnn/batch_normalization_36/fake_quantize/SymmQuant/Abs" -> "1264 maskrcnn/batch_normalization_36/fake_quantize/SymmQuant/add"; -"1263 maskrcnn/batch_normalization_36/fake_quantize/SymmQuant/add/y" -> "1264 maskrcnn/batch_normalization_36/fake_quantize/SymmQuant/add"; -"1264 maskrcnn/batch_normalization_36/fake_quantize/SymmQuant/add" -> "1267 maskrcnn/batch_normalization_36/fake_quantize/SymmQuant/mul"; -"1264 maskrcnn/batch_normalization_36/fake_quantize/SymmQuant/add" -> "1268 maskrcnn/batch_normalization_36/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1265 maskrcnn/batch_normalization_36/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "1266 maskrcnn/batch_normalization_36/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"1266 maskrcnn/batch_normalization_36/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "1267 maskrcnn/batch_normalization_36/fake_quantize/SymmQuant/mul"; -"1267 maskrcnn/batch_normalization_36/fake_quantize/SymmQuant/mul" -> "1268 maskrcnn/batch_normalization_36/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1268 maskrcnn/batch_normalization_36/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "1269 maskrcnn/tf.__operators__.add_10/AddV2"; -"1269 maskrcnn/tf.__operators__.add_10/AddV2" -> "1270 maskrcnn/tf.nn.relu_33/Relu"; -"1270 maskrcnn/tf.nn.relu_33/Relu" -> "1279 maskrcnn/tf.nn.relu_33/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1271 maskrcnn/tf.nn.relu_33/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> 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maskrcnn/tf.nn.relu_33/fake_quantize/SymmQuant/mul"; -"1278 maskrcnn/tf.nn.relu_33/fake_quantize/SymmQuant/mul" -> "1279 maskrcnn/tf.nn.relu_33/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1279 maskrcnn/tf.nn.relu_33/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "1291 maskrcnn/conv2d_37/Conv2D"; -"1279 maskrcnn/tf.nn.relu_33/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "1372 maskrcnn/tf.__operators__.add_11/AddV2"; -"1280 maskrcnn/conv2d_37/SymmQuant/Abs/ReadVariableOp/resource" -> "1281 maskrcnn/conv2d_37/SymmQuant/Abs/ReadVariableOp"; -"1281 maskrcnn/conv2d_37/SymmQuant/Abs/ReadVariableOp" -> "1282 maskrcnn/conv2d_37/SymmQuant/Abs"; -"1282 maskrcnn/conv2d_37/SymmQuant/Abs" -> "1284 maskrcnn/conv2d_37/SymmQuant/add"; -"1283 maskrcnn/conv2d_37/SymmQuant/add/y" -> "1284 maskrcnn/conv2d_37/SymmQuant/add"; -"1284 maskrcnn/conv2d_37/SymmQuant/add" -> "1287 maskrcnn/conv2d_37/SymmQuant/mul"; -"1284 maskrcnn/conv2d_37/SymmQuant/add" -> "1290 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maskrcnn/batch_normalization_37/FusedBatchNormV3" -> "1301 maskrcnn/tf.nn.relu_34/Relu"; -"1301 maskrcnn/tf.nn.relu_34/Relu" -> "1310 maskrcnn/tf.nn.relu_34/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1302 maskrcnn/tf.nn.relu_34/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "1303 maskrcnn/tf.nn.relu_34/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"1303 maskrcnn/tf.nn.relu_34/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "1304 maskrcnn/tf.nn.relu_34/fake_quantize/SymmQuant/Abs"; -"1304 maskrcnn/tf.nn.relu_34/fake_quantize/SymmQuant/Abs" -> "1306 maskrcnn/tf.nn.relu_34/fake_quantize/SymmQuant/add"; -"1305 maskrcnn/tf.nn.relu_34/fake_quantize/SymmQuant/add/y" -> "1306 maskrcnn/tf.nn.relu_34/fake_quantize/SymmQuant/add"; -"1306 maskrcnn/tf.nn.relu_34/fake_quantize/SymmQuant/add" -> "1309 maskrcnn/tf.nn.relu_34/fake_quantize/SymmQuant/mul"; -"1306 maskrcnn/tf.nn.relu_34/fake_quantize/SymmQuant/add" -> "1310 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maskrcnn/conv2d_38/SymmQuant/add"; -"1315 maskrcnn/conv2d_38/SymmQuant/add" -> "1318 maskrcnn/conv2d_38/SymmQuant/mul"; -"1315 maskrcnn/conv2d_38/SymmQuant/add" -> "1321 maskrcnn/conv2d_38/SymmQuant/FakeQuantWithMinMaxVars"; -"1316 maskrcnn/conv2d_38/SymmQuant/mul/ReadVariableOp/resource" -> "1317 maskrcnn/conv2d_38/SymmQuant/mul/ReadVariableOp"; -"1317 maskrcnn/conv2d_38/SymmQuant/mul/ReadVariableOp" -> "1318 maskrcnn/conv2d_38/SymmQuant/mul"; -"1318 maskrcnn/conv2d_38/SymmQuant/mul" -> "1321 maskrcnn/conv2d_38/SymmQuant/FakeQuantWithMinMaxVars"; -"1319 maskrcnn/conv2d_38/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "1320 maskrcnn/conv2d_38/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1320 maskrcnn/conv2d_38/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1321 maskrcnn/conv2d_38/SymmQuant/FakeQuantWithMinMaxVars"; -"1321 maskrcnn/conv2d_38/SymmQuant/FakeQuantWithMinMaxVars" -> "1322 maskrcnn/conv2d_38/Conv2D"; -"1322 maskrcnn/conv2d_38/Conv2D" -> "1331 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maskrcnn/tf.nn.relu_39/fake_quantize/SymmQuant/add" -> "1484 maskrcnn/tf.nn.relu_39/fake_quantize/SymmQuant/mul"; -"1481 maskrcnn/tf.nn.relu_39/fake_quantize/SymmQuant/add" -> "1485 maskrcnn/tf.nn.relu_39/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1482 maskrcnn/tf.nn.relu_39/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "1483 maskrcnn/tf.nn.relu_39/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"1483 maskrcnn/tf.nn.relu_39/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "1484 maskrcnn/tf.nn.relu_39/fake_quantize/SymmQuant/mul"; -"1484 maskrcnn/tf.nn.relu_39/fake_quantize/SymmQuant/mul" -> "1485 maskrcnn/tf.nn.relu_39/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1485 maskrcnn/tf.nn.relu_39/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "1486 maskrcnn/tf.identity_4/Identity"; -"1486 maskrcnn/tf.identity_4/Identity" -> "1498 maskrcnn/conv2d_44/Conv2D"; -"1486 maskrcnn/tf.identity_4/Identity" -> "1543 maskrcnn/tf.compat.v1.pad_5/Pad"; -"1486 maskrcnn/tf.identity_4/Identity" -> "1866 maskrcnn/l4/Conv2D"; -"1487 maskrcnn/conv2d_44/SymmQuant/Abs/ReadVariableOp/resource" -> "1488 maskrcnn/conv2d_44/SymmQuant/Abs/ReadVariableOp"; -"1488 maskrcnn/conv2d_44/SymmQuant/Abs/ReadVariableOp" -> "1489 maskrcnn/conv2d_44/SymmQuant/Abs"; -"1489 maskrcnn/conv2d_44/SymmQuant/Abs" -> "1491 maskrcnn/conv2d_44/SymmQuant/add"; -"1490 maskrcnn/conv2d_44/SymmQuant/add/y" -> "1491 maskrcnn/conv2d_44/SymmQuant/add"; -"1491 maskrcnn/conv2d_44/SymmQuant/add" -> "1494 maskrcnn/conv2d_44/SymmQuant/mul"; -"1491 maskrcnn/conv2d_44/SymmQuant/add" -> "1497 maskrcnn/conv2d_44/SymmQuant/FakeQuantWithMinMaxVars"; -"1492 maskrcnn/conv2d_44/SymmQuant/mul/ReadVariableOp/resource" -> "1493 maskrcnn/conv2d_44/SymmQuant/mul/ReadVariableOp"; -"1493 maskrcnn/conv2d_44/SymmQuant/mul/ReadVariableOp" -> "1494 maskrcnn/conv2d_44/SymmQuant/mul"; -"1494 maskrcnn/conv2d_44/SymmQuant/mul" -> "1497 maskrcnn/conv2d_44/SymmQuant/FakeQuantWithMinMaxVars"; -"1495 maskrcnn/conv2d_44/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "1496 maskrcnn/conv2d_44/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1496 maskrcnn/conv2d_44/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1497 maskrcnn/conv2d_44/SymmQuant/FakeQuantWithMinMaxVars"; -"1497 maskrcnn/conv2d_44/SymmQuant/FakeQuantWithMinMaxVars" -> "1498 maskrcnn/conv2d_44/Conv2D"; -"1498 maskrcnn/conv2d_44/Conv2D" -> "1507 maskrcnn/batch_normalization_44/FusedBatchNormV3"; -"1499 maskrcnn/batch_normalization_44/ReadVariableOp/resource" -> "1500 maskrcnn/batch_normalization_44/ReadVariableOp"; -"1500 maskrcnn/batch_normalization_44/ReadVariableOp" -> "1507 maskrcnn/batch_normalization_44/FusedBatchNormV3"; -"1501 maskrcnn/batch_normalization_44/ReadVariableOp_1/resource" -> "1502 maskrcnn/batch_normalization_44/ReadVariableOp_1"; -"1502 maskrcnn/batch_normalization_44/ReadVariableOp_1" -> "1507 maskrcnn/batch_normalization_44/FusedBatchNormV3"; -"1503 maskrcnn/batch_normalization_44/FusedBatchNormV3/ReadVariableOp/resource" -> "1504 maskrcnn/batch_normalization_44/FusedBatchNormV3/ReadVariableOp"; -"1504 maskrcnn/batch_normalization_44/FusedBatchNormV3/ReadVariableOp" -> "1507 maskrcnn/batch_normalization_44/FusedBatchNormV3"; -"1505 maskrcnn/batch_normalization_44/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1506 maskrcnn/batch_normalization_44/FusedBatchNormV3/ReadVariableOp_1"; -"1506 maskrcnn/batch_normalization_44/FusedBatchNormV3/ReadVariableOp_1" -> "1507 maskrcnn/batch_normalization_44/FusedBatchNormV3"; -"1507 maskrcnn/batch_normalization_44/FusedBatchNormV3" -> "1508 maskrcnn/tf.nn.relu_40/Relu"; -"1508 maskrcnn/tf.nn.relu_40/Relu" -> "1517 maskrcnn/tf.nn.relu_40/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1509 maskrcnn/tf.nn.relu_40/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "1510 maskrcnn/tf.nn.relu_40/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"1510 maskrcnn/tf.nn.relu_40/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "1511 maskrcnn/tf.nn.relu_40/fake_quantize/SymmQuant/Abs"; -"1511 maskrcnn/tf.nn.relu_40/fake_quantize/SymmQuant/Abs" -> "1513 maskrcnn/tf.nn.relu_40/fake_quantize/SymmQuant/add"; -"1512 maskrcnn/tf.nn.relu_40/fake_quantize/SymmQuant/add/y" -> "1513 maskrcnn/tf.nn.relu_40/fake_quantize/SymmQuant/add"; -"1513 maskrcnn/tf.nn.relu_40/fake_quantize/SymmQuant/add" -> "1516 maskrcnn/tf.nn.relu_40/fake_quantize/SymmQuant/mul"; -"1513 maskrcnn/tf.nn.relu_40/fake_quantize/SymmQuant/add" -> "1517 maskrcnn/tf.nn.relu_40/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1514 maskrcnn/tf.nn.relu_40/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "1515 maskrcnn/tf.nn.relu_40/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"1515 maskrcnn/tf.nn.relu_40/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "1516 maskrcnn/tf.nn.relu_40/fake_quantize/SymmQuant/mul"; -"1516 maskrcnn/tf.nn.relu_40/fake_quantize/SymmQuant/mul" -> "1517 maskrcnn/tf.nn.relu_40/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1517 maskrcnn/tf.nn.relu_40/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "1519 maskrcnn/tf.compat.v1.pad_6/Pad"; -"1518 maskrcnn/tf.compat.v1.pad_6/Pad/paddings" -> "1519 maskrcnn/tf.compat.v1.pad_6/Pad"; -"1519 maskrcnn/tf.compat.v1.pad_6/Pad" -> "1531 maskrcnn/conv2d_45/Conv2D"; -"1520 maskrcnn/conv2d_45/SymmQuant/Abs/ReadVariableOp/resource" -> "1521 maskrcnn/conv2d_45/SymmQuant/Abs/ReadVariableOp"; -"1521 maskrcnn/conv2d_45/SymmQuant/Abs/ReadVariableOp" -> "1522 maskrcnn/conv2d_45/SymmQuant/Abs"; -"1522 maskrcnn/conv2d_45/SymmQuant/Abs" -> "1524 maskrcnn/conv2d_45/SymmQuant/add"; -"1523 maskrcnn/conv2d_45/SymmQuant/add/y" -> "1524 maskrcnn/conv2d_45/SymmQuant/add"; -"1524 maskrcnn/conv2d_45/SymmQuant/add" -> "1527 maskrcnn/conv2d_45/SymmQuant/mul"; -"1524 maskrcnn/conv2d_45/SymmQuant/add" -> "1530 maskrcnn/conv2d_45/SymmQuant/FakeQuantWithMinMaxVars"; -"1525 maskrcnn/conv2d_45/SymmQuant/mul/ReadVariableOp/resource" -> "1526 maskrcnn/conv2d_45/SymmQuant/mul/ReadVariableOp"; -"1526 maskrcnn/conv2d_45/SymmQuant/mul/ReadVariableOp" -> "1527 maskrcnn/conv2d_45/SymmQuant/mul"; -"1527 maskrcnn/conv2d_45/SymmQuant/mul" -> "1530 maskrcnn/conv2d_45/SymmQuant/FakeQuantWithMinMaxVars"; -"1528 maskrcnn/conv2d_45/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "1529 maskrcnn/conv2d_45/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1529 maskrcnn/conv2d_45/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1530 maskrcnn/conv2d_45/SymmQuant/FakeQuantWithMinMaxVars"; -"1530 maskrcnn/conv2d_45/SymmQuant/FakeQuantWithMinMaxVars" -> "1531 maskrcnn/conv2d_45/Conv2D"; -"1531 maskrcnn/conv2d_45/Conv2D" -> "1540 maskrcnn/batch_normalization_45/FusedBatchNormV3"; -"1532 maskrcnn/batch_normalization_45/ReadVariableOp/resource" -> "1533 maskrcnn/batch_normalization_45/ReadVariableOp"; -"1533 maskrcnn/batch_normalization_45/ReadVariableOp" -> "1540 maskrcnn/batch_normalization_45/FusedBatchNormV3"; -"1534 maskrcnn/batch_normalization_45/ReadVariableOp_1/resource" -> "1535 maskrcnn/batch_normalization_45/ReadVariableOp_1"; -"1535 maskrcnn/batch_normalization_45/ReadVariableOp_1" -> "1540 maskrcnn/batch_normalization_45/FusedBatchNormV3"; -"1536 maskrcnn/batch_normalization_45/FusedBatchNormV3/ReadVariableOp/resource" -> "1537 maskrcnn/batch_normalization_45/FusedBatchNormV3/ReadVariableOp"; -"1537 maskrcnn/batch_normalization_45/FusedBatchNormV3/ReadVariableOp" -> "1540 maskrcnn/batch_normalization_45/FusedBatchNormV3"; -"1538 maskrcnn/batch_normalization_45/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1539 maskrcnn/batch_normalization_45/FusedBatchNormV3/ReadVariableOp_1"; -"1539 maskrcnn/batch_normalization_45/FusedBatchNormV3/ReadVariableOp_1" -> "1540 maskrcnn/batch_normalization_45/FusedBatchNormV3"; -"1540 maskrcnn/batch_normalization_45/FusedBatchNormV3" -> "1541 maskrcnn/tf.nn.relu_41/Relu"; -"1541 maskrcnn/tf.nn.relu_41/Relu" -> "1552 maskrcnn/tf.nn.relu_41/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1542 maskrcnn/tf.compat.v1.pad_5/Pad/paddings" -> "1543 maskrcnn/tf.compat.v1.pad_5/Pad"; -"1543 maskrcnn/tf.compat.v1.pad_5/Pad" -> "1564 maskrcnn/conv2d_43/Conv2D"; -"1544 maskrcnn/tf.nn.relu_41/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "1545 maskrcnn/tf.nn.relu_41/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"1545 maskrcnn/tf.nn.relu_41/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "1546 maskrcnn/tf.nn.relu_41/fake_quantize/SymmQuant/Abs"; -"1546 maskrcnn/tf.nn.relu_41/fake_quantize/SymmQuant/Abs" -> "1548 maskrcnn/tf.nn.relu_41/fake_quantize/SymmQuant/add"; -"1547 maskrcnn/tf.nn.relu_41/fake_quantize/SymmQuant/add/y" -> "1548 maskrcnn/tf.nn.relu_41/fake_quantize/SymmQuant/add"; -"1548 maskrcnn/tf.nn.relu_41/fake_quantize/SymmQuant/add" -> "1551 maskrcnn/tf.nn.relu_41/fake_quantize/SymmQuant/mul"; -"1548 maskrcnn/tf.nn.relu_41/fake_quantize/SymmQuant/add" -> "1552 maskrcnn/tf.nn.relu_41/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1549 maskrcnn/tf.nn.relu_41/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "1550 maskrcnn/tf.nn.relu_41/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"1550 maskrcnn/tf.nn.relu_41/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "1551 maskrcnn/tf.nn.relu_41/fake_quantize/SymmQuant/mul"; -"1551 maskrcnn/tf.nn.relu_41/fake_quantize/SymmQuant/mul" -> "1552 maskrcnn/tf.nn.relu_41/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1552 maskrcnn/tf.nn.relu_41/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "1576 maskrcnn/conv2d_46/Conv2D"; -"1553 maskrcnn/conv2d_43/SymmQuant/Abs/ReadVariableOp/resource" -> "1554 maskrcnn/conv2d_43/SymmQuant/Abs/ReadVariableOp"; -"1554 maskrcnn/conv2d_43/SymmQuant/Abs/ReadVariableOp" -> "1555 maskrcnn/conv2d_43/SymmQuant/Abs"; -"1555 maskrcnn/conv2d_43/SymmQuant/Abs" -> "1557 maskrcnn/conv2d_43/SymmQuant/add"; -"1556 maskrcnn/conv2d_43/SymmQuant/add/y" -> "1557 maskrcnn/conv2d_43/SymmQuant/add"; -"1557 maskrcnn/conv2d_43/SymmQuant/add" -> "1560 maskrcnn/conv2d_43/SymmQuant/mul"; -"1557 maskrcnn/conv2d_43/SymmQuant/add" -> "1563 maskrcnn/conv2d_43/SymmQuant/FakeQuantWithMinMaxVars"; -"1558 maskrcnn/conv2d_43/SymmQuant/mul/ReadVariableOp/resource" -> "1559 maskrcnn/conv2d_43/SymmQuant/mul/ReadVariableOp"; -"1559 maskrcnn/conv2d_43/SymmQuant/mul/ReadVariableOp" -> "1560 maskrcnn/conv2d_43/SymmQuant/mul"; -"1560 maskrcnn/conv2d_43/SymmQuant/mul" -> "1563 maskrcnn/conv2d_43/SymmQuant/FakeQuantWithMinMaxVars"; -"1561 maskrcnn/conv2d_43/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "1562 maskrcnn/conv2d_43/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1562 maskrcnn/conv2d_43/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1563 maskrcnn/conv2d_43/SymmQuant/FakeQuantWithMinMaxVars"; -"1563 maskrcnn/conv2d_43/SymmQuant/FakeQuantWithMinMaxVars" -> "1564 maskrcnn/conv2d_43/Conv2D"; -"1564 maskrcnn/conv2d_43/Conv2D" -> "1585 maskrcnn/batch_normalization_43/FusedBatchNormV3"; -"1565 maskrcnn/conv2d_46/SymmQuant/Abs/ReadVariableOp/resource" -> "1566 maskrcnn/conv2d_46/SymmQuant/Abs/ReadVariableOp"; -"1566 maskrcnn/conv2d_46/SymmQuant/Abs/ReadVariableOp" -> "1567 maskrcnn/conv2d_46/SymmQuant/Abs"; -"1567 maskrcnn/conv2d_46/SymmQuant/Abs" -> "1569 maskrcnn/conv2d_46/SymmQuant/add"; -"1568 maskrcnn/conv2d_46/SymmQuant/add/y" -> "1569 maskrcnn/conv2d_46/SymmQuant/add"; -"1569 maskrcnn/conv2d_46/SymmQuant/add" -> "1572 maskrcnn/conv2d_46/SymmQuant/mul"; -"1569 maskrcnn/conv2d_46/SymmQuant/add" -> "1575 maskrcnn/conv2d_46/SymmQuant/FakeQuantWithMinMaxVars"; -"1570 maskrcnn/conv2d_46/SymmQuant/mul/ReadVariableOp/resource" -> "1571 maskrcnn/conv2d_46/SymmQuant/mul/ReadVariableOp"; -"1571 maskrcnn/conv2d_46/SymmQuant/mul/ReadVariableOp" -> "1572 maskrcnn/conv2d_46/SymmQuant/mul"; -"1572 maskrcnn/conv2d_46/SymmQuant/mul" -> "1575 maskrcnn/conv2d_46/SymmQuant/FakeQuantWithMinMaxVars"; -"1573 maskrcnn/conv2d_46/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "1574 maskrcnn/conv2d_46/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1574 maskrcnn/conv2d_46/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1575 maskrcnn/conv2d_46/SymmQuant/FakeQuantWithMinMaxVars"; -"1575 maskrcnn/conv2d_46/SymmQuant/FakeQuantWithMinMaxVars" -> "1576 maskrcnn/conv2d_46/Conv2D"; -"1576 maskrcnn/conv2d_46/Conv2D" -> "1594 maskrcnn/batch_normalization_46/FusedBatchNormV3"; -"1577 maskrcnn/batch_normalization_43/ReadVariableOp/resource" -> "1578 maskrcnn/batch_normalization_43/ReadVariableOp"; -"1578 maskrcnn/batch_normalization_43/ReadVariableOp" -> "1585 maskrcnn/batch_normalization_43/FusedBatchNormV3"; -"1579 maskrcnn/batch_normalization_43/ReadVariableOp_1/resource" -> "1580 maskrcnn/batch_normalization_43/ReadVariableOp_1"; -"1580 maskrcnn/batch_normalization_43/ReadVariableOp_1" -> "1585 maskrcnn/batch_normalization_43/FusedBatchNormV3"; -"1581 maskrcnn/batch_normalization_43/FusedBatchNormV3/ReadVariableOp/resource" -> "1582 maskrcnn/batch_normalization_43/FusedBatchNormV3/ReadVariableOp"; -"1582 maskrcnn/batch_normalization_43/FusedBatchNormV3/ReadVariableOp" -> "1585 maskrcnn/batch_normalization_43/FusedBatchNormV3"; -"1583 maskrcnn/batch_normalization_43/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1584 maskrcnn/batch_normalization_43/FusedBatchNormV3/ReadVariableOp_1"; -"1584 maskrcnn/batch_normalization_43/FusedBatchNormV3/ReadVariableOp_1" -> "1585 maskrcnn/batch_normalization_43/FusedBatchNormV3"; -"1585 maskrcnn/batch_normalization_43/FusedBatchNormV3" -> "1612 maskrcnn/batch_normalization_43/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1586 maskrcnn/batch_normalization_46/ReadVariableOp/resource" -> "1587 maskrcnn/batch_normalization_46/ReadVariableOp"; -"1587 maskrcnn/batch_normalization_46/ReadVariableOp" -> "1594 maskrcnn/batch_normalization_46/FusedBatchNormV3"; -"1588 maskrcnn/batch_normalization_46/ReadVariableOp_1/resource" -> "1589 maskrcnn/batch_normalization_46/ReadVariableOp_1"; -"1589 maskrcnn/batch_normalization_46/ReadVariableOp_1" -> "1594 maskrcnn/batch_normalization_46/FusedBatchNormV3"; -"1590 maskrcnn/batch_normalization_46/FusedBatchNormV3/ReadVariableOp/resource" -> "1591 maskrcnn/batch_normalization_46/FusedBatchNormV3/ReadVariableOp"; -"1591 maskrcnn/batch_normalization_46/FusedBatchNormV3/ReadVariableOp" -> "1594 maskrcnn/batch_normalization_46/FusedBatchNormV3"; -"1592 maskrcnn/batch_normalization_46/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1593 maskrcnn/batch_normalization_46/FusedBatchNormV3/ReadVariableOp_1"; -"1593 maskrcnn/batch_normalization_46/FusedBatchNormV3/ReadVariableOp_1" -> "1594 maskrcnn/batch_normalization_46/FusedBatchNormV3"; -"1594 maskrcnn/batch_normalization_46/FusedBatchNormV3" -> "1603 maskrcnn/batch_normalization_46/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1595 maskrcnn/batch_normalization_46/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "1596 maskrcnn/batch_normalization_46/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"1596 maskrcnn/batch_normalization_46/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "1597 maskrcnn/batch_normalization_46/fake_quantize/SymmQuant/Abs"; -"1597 maskrcnn/batch_normalization_46/fake_quantize/SymmQuant/Abs" -> "1599 maskrcnn/batch_normalization_46/fake_quantize/SymmQuant/add"; -"1598 maskrcnn/batch_normalization_46/fake_quantize/SymmQuant/add/y" -> "1599 maskrcnn/batch_normalization_46/fake_quantize/SymmQuant/add"; -"1599 maskrcnn/batch_normalization_46/fake_quantize/SymmQuant/add" -> "1602 maskrcnn/batch_normalization_46/fake_quantize/SymmQuant/mul"; -"1599 maskrcnn/batch_normalization_46/fake_quantize/SymmQuant/add" -> "1603 maskrcnn/batch_normalization_46/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1600 maskrcnn/batch_normalization_46/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "1601 maskrcnn/batch_normalization_46/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"1601 maskrcnn/batch_normalization_46/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "1602 maskrcnn/batch_normalization_46/fake_quantize/SymmQuant/mul"; -"1602 maskrcnn/batch_normalization_46/fake_quantize/SymmQuant/mul" -> "1603 maskrcnn/batch_normalization_46/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1603 maskrcnn/batch_normalization_46/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "1613 maskrcnn/tf.__operators__.add_13/AddV2"; -"1604 maskrcnn/batch_normalization_43/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "1605 maskrcnn/batch_normalization_43/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"1605 maskrcnn/batch_normalization_43/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "1606 maskrcnn/batch_normalization_43/fake_quantize/SymmQuant/Abs"; -"1606 maskrcnn/batch_normalization_43/fake_quantize/SymmQuant/Abs" -> "1608 maskrcnn/batch_normalization_43/fake_quantize/SymmQuant/add"; -"1607 maskrcnn/batch_normalization_43/fake_quantize/SymmQuant/add/y" -> "1608 maskrcnn/batch_normalization_43/fake_quantize/SymmQuant/add"; -"1608 maskrcnn/batch_normalization_43/fake_quantize/SymmQuant/add" -> "1611 maskrcnn/batch_normalization_43/fake_quantize/SymmQuant/mul"; -"1608 maskrcnn/batch_normalization_43/fake_quantize/SymmQuant/add" -> "1612 maskrcnn/batch_normalization_43/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1609 maskrcnn/batch_normalization_43/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "1610 maskrcnn/batch_normalization_43/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"1610 maskrcnn/batch_normalization_43/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "1611 maskrcnn/batch_normalization_43/fake_quantize/SymmQuant/mul"; -"1611 maskrcnn/batch_normalization_43/fake_quantize/SymmQuant/mul" -> "1612 maskrcnn/batch_normalization_43/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1612 maskrcnn/batch_normalization_43/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "1613 maskrcnn/tf.__operators__.add_13/AddV2"; -"1613 maskrcnn/tf.__operators__.add_13/AddV2" -> "1614 maskrcnn/tf.nn.relu_42/Relu"; -"1614 maskrcnn/tf.nn.relu_42/Relu" -> "1623 maskrcnn/tf.nn.relu_42/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1615 maskrcnn/tf.nn.relu_42/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "1616 maskrcnn/tf.nn.relu_42/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"1616 maskrcnn/tf.nn.relu_42/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "1617 maskrcnn/tf.nn.relu_42/fake_quantize/SymmQuant/Abs"; -"1617 maskrcnn/tf.nn.relu_42/fake_quantize/SymmQuant/Abs" -> "1619 maskrcnn/tf.nn.relu_42/fake_quantize/SymmQuant/add"; -"1618 maskrcnn/tf.nn.relu_42/fake_quantize/SymmQuant/add/y" -> "1619 maskrcnn/tf.nn.relu_42/fake_quantize/SymmQuant/add"; -"1619 maskrcnn/tf.nn.relu_42/fake_quantize/SymmQuant/add" -> "1622 maskrcnn/tf.nn.relu_42/fake_quantize/SymmQuant/mul"; 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maskrcnn/up_sampling2d/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "1880 maskrcnn/up_sampling2d/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"1880 maskrcnn/up_sampling2d/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "1881 maskrcnn/up_sampling2d/fake_quantize/SymmQuant/mul"; -"1881 maskrcnn/up_sampling2d/fake_quantize/SymmQuant/mul" -> "1882 maskrcnn/up_sampling2d/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1882 maskrcnn/up_sampling2d/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "1892 maskrcnn/tf.__operators__.add_16/AddV2"; -"1883 maskrcnn/l4/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "1884 maskrcnn/l4/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"1884 maskrcnn/l4/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "1885 maskrcnn/l4/fake_quantize/SymmQuant/Abs"; -"1885 maskrcnn/l4/fake_quantize/SymmQuant/Abs" -> "1887 maskrcnn/l4/fake_quantize/SymmQuant/add"; -"1886 maskrcnn/l4/fake_quantize/SymmQuant/add/y" -> "1887 maskrcnn/l4/fake_quantize/SymmQuant/add"; -"1887 maskrcnn/l4/fake_quantize/SymmQuant/add" -> "1890 maskrcnn/l4/fake_quantize/SymmQuant/mul"; -"1887 maskrcnn/l4/fake_quantize/SymmQuant/add" -> "1891 maskrcnn/l4/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1888 maskrcnn/l4/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "1889 maskrcnn/l4/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"1889 maskrcnn/l4/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "1890 maskrcnn/l4/fake_quantize/SymmQuant/mul"; -"1890 maskrcnn/l4/fake_quantize/SymmQuant/mul" -> "1891 maskrcnn/l4/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1891 maskrcnn/l4/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "1892 maskrcnn/tf.__operators__.add_16/AddV2"; -"1892 maskrcnn/tf.__operators__.add_16/AddV2" -> "1901 maskrcnn/tf.__operators__.add_16/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1893 maskrcnn/tf.__operators__.add_16/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "1894 maskrcnn/tf.__operators__.add_16/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"1894 maskrcnn/tf.__operators__.add_16/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "1895 maskrcnn/tf.__operators__.add_16/fake_quantize/SymmQuant/Abs"; -"1895 maskrcnn/tf.__operators__.add_16/fake_quantize/SymmQuant/Abs" -> "1897 maskrcnn/tf.__operators__.add_16/fake_quantize/SymmQuant/add"; -"1896 maskrcnn/tf.__operators__.add_16/fake_quantize/SymmQuant/add/y" -> "1897 maskrcnn/tf.__operators__.add_16/fake_quantize/SymmQuant/add"; -"1897 maskrcnn/tf.__operators__.add_16/fake_quantize/SymmQuant/add" -> "1900 maskrcnn/tf.__operators__.add_16/fake_quantize/SymmQuant/mul"; -"1897 maskrcnn/tf.__operators__.add_16/fake_quantize/SymmQuant/add" -> "1901 maskrcnn/tf.__operators__.add_16/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1898 maskrcnn/tf.__operators__.add_16/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "1899 maskrcnn/tf.__operators__.add_16/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"1899 maskrcnn/tf.__operators__.add_16/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "1900 maskrcnn/tf.__operators__.add_16/fake_quantize/SymmQuant/mul"; -"1900 maskrcnn/tf.__operators__.add_16/fake_quantize/SymmQuant/mul" -> "1901 maskrcnn/tf.__operators__.add_16/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1901 maskrcnn/tf.__operators__.add_16/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "1920 maskrcnn/up_sampling2d_1/resize/ResizeNearestNeighbor"; -"1901 maskrcnn/tf.__operators__.add_16/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "2046 maskrcnn/post_hoc_d4/Conv2D"; -"1902 maskrcnn/l3/SymmQuant/Abs/ReadVariableOp/resource" -> "1903 maskrcnn/l3/SymmQuant/Abs/ReadVariableOp"; -"1903 maskrcnn/l3/SymmQuant/Abs/ReadVariableOp" -> "1904 maskrcnn/l3/SymmQuant/Abs"; -"1904 maskrcnn/l3/SymmQuant/Abs" -> "1906 maskrcnn/l3/SymmQuant/add"; -"1905 maskrcnn/l3/SymmQuant/add/y" -> "1906 maskrcnn/l3/SymmQuant/add"; -"1906 maskrcnn/l3/SymmQuant/add" -> "1909 maskrcnn/l3/SymmQuant/mul"; -"1906 maskrcnn/l3/SymmQuant/add" -> "1912 maskrcnn/l3/SymmQuant/FakeQuantWithMinMaxVars"; -"1907 maskrcnn/l3/SymmQuant/mul/ReadVariableOp/resource" -> "1908 maskrcnn/l3/SymmQuant/mul/ReadVariableOp"; -"1908 maskrcnn/l3/SymmQuant/mul/ReadVariableOp" -> "1909 maskrcnn/l3/SymmQuant/mul"; -"1909 maskrcnn/l3/SymmQuant/mul" -> "1912 maskrcnn/l3/SymmQuant/FakeQuantWithMinMaxVars"; -"1910 maskrcnn/l3/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "1911 maskrcnn/l3/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1911 maskrcnn/l3/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1912 maskrcnn/l3/SymmQuant/FakeQuantWithMinMaxVars"; -"1912 maskrcnn/l3/SymmQuant/FakeQuantWithMinMaxVars" -> "1913 maskrcnn/l3/Conv2D"; -"1913 maskrcnn/l3/Conv2D" -> "1916 maskrcnn/l3/BiasAdd"; -"1914 maskrcnn/l3/BiasAdd/ReadVariableOp/resource" -> "1915 maskrcnn/l3/BiasAdd/ReadVariableOp"; -"1915 maskrcnn/l3/BiasAdd/ReadVariableOp" -> "1916 maskrcnn/l3/BiasAdd"; -"1916 maskrcnn/l3/BiasAdd" -> "1938 maskrcnn/l3/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1917 maskrcnn/up_sampling2d_1/Const" -> "1919 maskrcnn/up_sampling2d_1/mul"; -"1918 maskrcnn/up_sampling2d_1/Const_1" -> "1919 maskrcnn/up_sampling2d_1/mul"; -"1919 maskrcnn/up_sampling2d_1/mul" -> "1920 maskrcnn/up_sampling2d_1/resize/ResizeNearestNeighbor"; -"1920 maskrcnn/up_sampling2d_1/resize/ResizeNearestNeighbor" -> "1929 maskrcnn/up_sampling2d_1/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1921 maskrcnn/up_sampling2d_1/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "1922 maskrcnn/up_sampling2d_1/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"1922 maskrcnn/up_sampling2d_1/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "1923 maskrcnn/up_sampling2d_1/fake_quantize/SymmQuant/Abs"; -"1923 maskrcnn/up_sampling2d_1/fake_quantize/SymmQuant/Abs" -> "1925 maskrcnn/up_sampling2d_1/fake_quantize/SymmQuant/add"; -"1924 maskrcnn/up_sampling2d_1/fake_quantize/SymmQuant/add/y" -> "1925 maskrcnn/up_sampling2d_1/fake_quantize/SymmQuant/add"; -"1925 maskrcnn/up_sampling2d_1/fake_quantize/SymmQuant/add" -> "1928 maskrcnn/up_sampling2d_1/fake_quantize/SymmQuant/mul"; -"1925 maskrcnn/up_sampling2d_1/fake_quantize/SymmQuant/add" -> "1929 maskrcnn/up_sampling2d_1/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1926 maskrcnn/up_sampling2d_1/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "1927 maskrcnn/up_sampling2d_1/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"1927 maskrcnn/up_sampling2d_1/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "1928 maskrcnn/up_sampling2d_1/fake_quantize/SymmQuant/mul"; -"1928 maskrcnn/up_sampling2d_1/fake_quantize/SymmQuant/mul" -> "1929 maskrcnn/up_sampling2d_1/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1929 maskrcnn/up_sampling2d_1/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "1939 maskrcnn/tf.__operators__.add_17/AddV2"; -"1930 maskrcnn/l3/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "1931 maskrcnn/l3/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"1931 maskrcnn/l3/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "1932 maskrcnn/l3/fake_quantize/SymmQuant/Abs"; -"1932 maskrcnn/l3/fake_quantize/SymmQuant/Abs" -> "1934 maskrcnn/l3/fake_quantize/SymmQuant/add"; -"1933 maskrcnn/l3/fake_quantize/SymmQuant/add/y" -> "1934 maskrcnn/l3/fake_quantize/SymmQuant/add"; -"1934 maskrcnn/l3/fake_quantize/SymmQuant/add" -> "1937 maskrcnn/l3/fake_quantize/SymmQuant/mul"; -"1934 maskrcnn/l3/fake_quantize/SymmQuant/add" -> "1938 maskrcnn/l3/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1935 maskrcnn/l3/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "1936 maskrcnn/l3/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"1936 maskrcnn/l3/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "1937 maskrcnn/l3/fake_quantize/SymmQuant/mul"; -"1937 maskrcnn/l3/fake_quantize/SymmQuant/mul" -> "1938 maskrcnn/l3/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1938 maskrcnn/l3/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "1939 maskrcnn/tf.__operators__.add_17/AddV2"; -"1939 maskrcnn/tf.__operators__.add_17/AddV2" -> "1948 maskrcnn/tf.__operators__.add_17/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1940 maskrcnn/tf.__operators__.add_17/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "1941 maskrcnn/tf.__operators__.add_17/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"1941 maskrcnn/tf.__operators__.add_17/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "1942 maskrcnn/tf.__operators__.add_17/fake_quantize/SymmQuant/Abs"; -"1942 maskrcnn/tf.__operators__.add_17/fake_quantize/SymmQuant/Abs" -> "1944 maskrcnn/tf.__operators__.add_17/fake_quantize/SymmQuant/add"; -"1943 maskrcnn/tf.__operators__.add_17/fake_quantize/SymmQuant/add/y" -> "1944 maskrcnn/tf.__operators__.add_17/fake_quantize/SymmQuant/add"; -"1944 maskrcnn/tf.__operators__.add_17/fake_quantize/SymmQuant/add" -> "1947 maskrcnn/tf.__operators__.add_17/fake_quantize/SymmQuant/mul"; -"1944 maskrcnn/tf.__operators__.add_17/fake_quantize/SymmQuant/add" -> "1948 maskrcnn/tf.__operators__.add_17/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1945 maskrcnn/tf.__operators__.add_17/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "1946 maskrcnn/tf.__operators__.add_17/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"1946 maskrcnn/tf.__operators__.add_17/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "1947 maskrcnn/tf.__operators__.add_17/fake_quantize/SymmQuant/mul"; -"1947 maskrcnn/tf.__operators__.add_17/fake_quantize/SymmQuant/mul" -> "1948 maskrcnn/tf.__operators__.add_17/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1948 maskrcnn/tf.__operators__.add_17/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "1967 maskrcnn/up_sampling2d_2/resize/ResizeNearestNeighbor"; -"1948 maskrcnn/tf.__operators__.add_17/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "2061 maskrcnn/post_hoc_d3/Conv2D"; -"1949 maskrcnn/l2/SymmQuant/Abs/ReadVariableOp/resource" -> "1950 maskrcnn/l2/SymmQuant/Abs/ReadVariableOp"; -"1950 maskrcnn/l2/SymmQuant/Abs/ReadVariableOp" -> "1951 maskrcnn/l2/SymmQuant/Abs"; -"1951 maskrcnn/l2/SymmQuant/Abs" -> "1953 maskrcnn/l2/SymmQuant/add"; -"1952 maskrcnn/l2/SymmQuant/add/y" -> "1953 maskrcnn/l2/SymmQuant/add"; -"1953 maskrcnn/l2/SymmQuant/add" -> "1956 maskrcnn/l2/SymmQuant/mul"; -"1953 maskrcnn/l2/SymmQuant/add" -> "1959 maskrcnn/l2/SymmQuant/FakeQuantWithMinMaxVars"; -"1954 maskrcnn/l2/SymmQuant/mul/ReadVariableOp/resource" -> "1955 maskrcnn/l2/SymmQuant/mul/ReadVariableOp"; -"1955 maskrcnn/l2/SymmQuant/mul/ReadVariableOp" -> "1956 maskrcnn/l2/SymmQuant/mul"; -"1956 maskrcnn/l2/SymmQuant/mul" -> "1959 maskrcnn/l2/SymmQuant/FakeQuantWithMinMaxVars"; -"1957 maskrcnn/l2/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "1958 maskrcnn/l2/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1958 maskrcnn/l2/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1959 maskrcnn/l2/SymmQuant/FakeQuantWithMinMaxVars"; -"1959 maskrcnn/l2/SymmQuant/FakeQuantWithMinMaxVars" -> "1960 maskrcnn/l2/Conv2D"; -"1960 maskrcnn/l2/Conv2D" -> "1963 maskrcnn/l2/BiasAdd"; -"1961 maskrcnn/l2/BiasAdd/ReadVariableOp/resource" -> "1962 maskrcnn/l2/BiasAdd/ReadVariableOp"; -"1962 maskrcnn/l2/BiasAdd/ReadVariableOp" -> "1963 maskrcnn/l2/BiasAdd"; -"1963 maskrcnn/l2/BiasAdd" -> "1985 maskrcnn/l2/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1964 maskrcnn/up_sampling2d_2/Const" -> "1966 maskrcnn/up_sampling2d_2/mul"; -"1965 maskrcnn/up_sampling2d_2/Const_1" -> "1966 maskrcnn/up_sampling2d_2/mul"; -"1966 maskrcnn/up_sampling2d_2/mul" -> "1967 maskrcnn/up_sampling2d_2/resize/ResizeNearestNeighbor"; -"1967 maskrcnn/up_sampling2d_2/resize/ResizeNearestNeighbor" -> "1976 maskrcnn/up_sampling2d_2/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1968 maskrcnn/up_sampling2d_2/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "1969 maskrcnn/up_sampling2d_2/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"1969 maskrcnn/up_sampling2d_2/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "1970 maskrcnn/up_sampling2d_2/fake_quantize/SymmQuant/Abs"; -"1970 maskrcnn/up_sampling2d_2/fake_quantize/SymmQuant/Abs" -> "1972 maskrcnn/up_sampling2d_2/fake_quantize/SymmQuant/add"; -"1971 maskrcnn/up_sampling2d_2/fake_quantize/SymmQuant/add/y" -> "1972 maskrcnn/up_sampling2d_2/fake_quantize/SymmQuant/add"; -"1972 maskrcnn/up_sampling2d_2/fake_quantize/SymmQuant/add" -> "1975 maskrcnn/up_sampling2d_2/fake_quantize/SymmQuant/mul"; -"1972 maskrcnn/up_sampling2d_2/fake_quantize/SymmQuant/add" -> "1976 maskrcnn/up_sampling2d_2/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1973 maskrcnn/up_sampling2d_2/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "1974 maskrcnn/up_sampling2d_2/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"1974 maskrcnn/up_sampling2d_2/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "1975 maskrcnn/up_sampling2d_2/fake_quantize/SymmQuant/mul"; -"1975 maskrcnn/up_sampling2d_2/fake_quantize/SymmQuant/mul" -> "1976 maskrcnn/up_sampling2d_2/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1976 maskrcnn/up_sampling2d_2/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "2001 maskrcnn/tf.__operators__.add_18/AddV2"; -"1977 maskrcnn/l2/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "1978 maskrcnn/l2/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"1978 maskrcnn/l2/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "1979 maskrcnn/l2/fake_quantize/SymmQuant/Abs"; -"1979 maskrcnn/l2/fake_quantize/SymmQuant/Abs" -> "1981 maskrcnn/l2/fake_quantize/SymmQuant/add"; -"1980 maskrcnn/l2/fake_quantize/SymmQuant/add/y" -> "1981 maskrcnn/l2/fake_quantize/SymmQuant/add"; -"1981 maskrcnn/l2/fake_quantize/SymmQuant/add" -> "1984 maskrcnn/l2/fake_quantize/SymmQuant/mul"; -"1981 maskrcnn/l2/fake_quantize/SymmQuant/add" -> "1985 maskrcnn/l2/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1982 maskrcnn/l2/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "1983 maskrcnn/l2/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"1983 maskrcnn/l2/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "1984 maskrcnn/l2/fake_quantize/SymmQuant/mul"; -"1984 maskrcnn/l2/fake_quantize/SymmQuant/mul" -> "1985 maskrcnn/l2/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"1985 maskrcnn/l2/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "2001 maskrcnn/tf.__operators__.add_18/AddV2"; -"1986 maskrcnn/post_hoc_d5/SymmQuant/Abs/ReadVariableOp/resource" -> "1987 maskrcnn/post_hoc_d5/SymmQuant/Abs/ReadVariableOp"; -"1987 maskrcnn/post_hoc_d5/SymmQuant/Abs/ReadVariableOp" -> "1988 maskrcnn/post_hoc_d5/SymmQuant/Abs"; -"1988 maskrcnn/post_hoc_d5/SymmQuant/Abs" -> "1990 maskrcnn/post_hoc_d5/SymmQuant/add"; -"1989 maskrcnn/post_hoc_d5/SymmQuant/add/y" -> "1990 maskrcnn/post_hoc_d5/SymmQuant/add"; -"1990 maskrcnn/post_hoc_d5/SymmQuant/add" -> "1993 maskrcnn/post_hoc_d5/SymmQuant/mul"; -"1990 maskrcnn/post_hoc_d5/SymmQuant/add" -> "1996 maskrcnn/post_hoc_d5/SymmQuant/FakeQuantWithMinMaxVars"; -"1991 maskrcnn/post_hoc_d5/SymmQuant/mul/ReadVariableOp/resource" -> "1992 maskrcnn/post_hoc_d5/SymmQuant/mul/ReadVariableOp"; -"1992 maskrcnn/post_hoc_d5/SymmQuant/mul/ReadVariableOp" -> "1993 maskrcnn/post_hoc_d5/SymmQuant/mul"; -"1993 maskrcnn/post_hoc_d5/SymmQuant/mul" -> "1996 maskrcnn/post_hoc_d5/SymmQuant/FakeQuantWithMinMaxVars"; -"1994 maskrcnn/post_hoc_d5/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "1995 maskrcnn/post_hoc_d5/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"1995 maskrcnn/post_hoc_d5/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "1996 maskrcnn/post_hoc_d5/SymmQuant/FakeQuantWithMinMaxVars"; -"1996 maskrcnn/post_hoc_d5/SymmQuant/FakeQuantWithMinMaxVars" -> "1997 maskrcnn/post_hoc_d5/Conv2D"; -"1997 maskrcnn/post_hoc_d5/Conv2D" -> "2000 maskrcnn/post_hoc_d5/BiasAdd"; -"1998 maskrcnn/post_hoc_d5/BiasAdd/ReadVariableOp/resource" -> "1999 maskrcnn/post_hoc_d5/BiasAdd/ReadVariableOp"; -"1999 maskrcnn/post_hoc_d5/BiasAdd/ReadVariableOp" -> "2000 maskrcnn/post_hoc_d5/BiasAdd"; -"2000 maskrcnn/post_hoc_d5/BiasAdd" -> "2010 maskrcnn/post_hoc_d5/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2001 maskrcnn/tf.__operators__.add_18/AddV2" -> "2019 maskrcnn/tf.__operators__.add_18/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2002 maskrcnn/post_hoc_d5/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "2003 maskrcnn/post_hoc_d5/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"2003 maskrcnn/post_hoc_d5/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "2004 maskrcnn/post_hoc_d5/fake_quantize/SymmQuant/Abs"; -"2004 maskrcnn/post_hoc_d5/fake_quantize/SymmQuant/Abs" -> "2006 maskrcnn/post_hoc_d5/fake_quantize/SymmQuant/add"; -"2005 maskrcnn/post_hoc_d5/fake_quantize/SymmQuant/add/y" -> "2006 maskrcnn/post_hoc_d5/fake_quantize/SymmQuant/add"; -"2006 maskrcnn/post_hoc_d5/fake_quantize/SymmQuant/add" -> "2009 maskrcnn/post_hoc_d5/fake_quantize/SymmQuant/mul"; -"2006 maskrcnn/post_hoc_d5/fake_quantize/SymmQuant/add" -> "2010 maskrcnn/post_hoc_d5/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2007 maskrcnn/post_hoc_d5/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "2008 maskrcnn/post_hoc_d5/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"2008 maskrcnn/post_hoc_d5/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "2009 maskrcnn/post_hoc_d5/fake_quantize/SymmQuant/mul"; -"2009 maskrcnn/post_hoc_d5/fake_quantize/SymmQuant/mul" -> "2010 maskrcnn/post_hoc_d5/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2010 maskrcnn/post_hoc_d5/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "2031 maskrcnn/p6/Conv2D"; -"2010 maskrcnn/post_hoc_d5/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "2097 maskrcnn/p5-bn/FusedBatchNormV3"; -"2011 maskrcnn/tf.__operators__.add_18/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "2012 maskrcnn/tf.__operators__.add_18/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"2012 maskrcnn/tf.__operators__.add_18/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "2013 maskrcnn/tf.__operators__.add_18/fake_quantize/SymmQuant/Abs"; -"2013 maskrcnn/tf.__operators__.add_18/fake_quantize/SymmQuant/Abs" -> "2015 maskrcnn/tf.__operators__.add_18/fake_quantize/SymmQuant/add"; -"2014 maskrcnn/tf.__operators__.add_18/fake_quantize/SymmQuant/add/y" -> "2015 maskrcnn/tf.__operators__.add_18/fake_quantize/SymmQuant/add"; -"2015 maskrcnn/tf.__operators__.add_18/fake_quantize/SymmQuant/add" -> "2018 maskrcnn/tf.__operators__.add_18/fake_quantize/SymmQuant/mul"; -"2015 maskrcnn/tf.__operators__.add_18/fake_quantize/SymmQuant/add" -> "2019 maskrcnn/tf.__operators__.add_18/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2016 maskrcnn/tf.__operators__.add_18/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "2017 maskrcnn/tf.__operators__.add_18/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"2017 maskrcnn/tf.__operators__.add_18/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "2018 maskrcnn/tf.__operators__.add_18/fake_quantize/SymmQuant/mul"; -"2018 maskrcnn/tf.__operators__.add_18/fake_quantize/SymmQuant/mul" -> "2019 maskrcnn/tf.__operators__.add_18/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2019 maskrcnn/tf.__operators__.add_18/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "2076 maskrcnn/post_hoc_d2/Conv2D"; -"2020 maskrcnn/p6/SymmQuant/Abs/ReadVariableOp/resource" -> "2021 maskrcnn/p6/SymmQuant/Abs/ReadVariableOp"; -"2021 maskrcnn/p6/SymmQuant/Abs/ReadVariableOp" -> "2022 maskrcnn/p6/SymmQuant/Abs"; -"2022 maskrcnn/p6/SymmQuant/Abs" -> "2024 maskrcnn/p6/SymmQuant/add"; -"2023 maskrcnn/p6/SymmQuant/add/y" -> "2024 maskrcnn/p6/SymmQuant/add"; -"2024 maskrcnn/p6/SymmQuant/add" -> "2027 maskrcnn/p6/SymmQuant/mul"; -"2024 maskrcnn/p6/SymmQuant/add" -> "2030 maskrcnn/p6/SymmQuant/FakeQuantWithMinMaxVars"; -"2025 maskrcnn/p6/SymmQuant/mul/ReadVariableOp/resource" -> "2026 maskrcnn/p6/SymmQuant/mul/ReadVariableOp"; -"2026 maskrcnn/p6/SymmQuant/mul/ReadVariableOp" -> "2027 maskrcnn/p6/SymmQuant/mul"; -"2027 maskrcnn/p6/SymmQuant/mul" -> "2030 maskrcnn/p6/SymmQuant/FakeQuantWithMinMaxVars"; -"2028 maskrcnn/p6/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "2029 maskrcnn/p6/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2029 maskrcnn/p6/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2030 maskrcnn/p6/SymmQuant/FakeQuantWithMinMaxVars"; -"2030 maskrcnn/p6/SymmQuant/FakeQuantWithMinMaxVars" -> "2031 maskrcnn/p6/Conv2D"; -"2031 maskrcnn/p6/Conv2D" -> "2034 maskrcnn/p6/BiasAdd"; -"2032 maskrcnn/p6/BiasAdd/ReadVariableOp/resource" -> "2033 maskrcnn/p6/BiasAdd/ReadVariableOp"; -"2033 maskrcnn/p6/BiasAdd/ReadVariableOp" -> "2034 maskrcnn/p6/BiasAdd"; -"2034 maskrcnn/p6/BiasAdd" -> "2088 maskrcnn/p6-bn/FusedBatchNormV3"; -"2035 maskrcnn/post_hoc_d4/SymmQuant/Abs/ReadVariableOp/resource" -> "2036 maskrcnn/post_hoc_d4/SymmQuant/Abs/ReadVariableOp"; -"2036 maskrcnn/post_hoc_d4/SymmQuant/Abs/ReadVariableOp" -> "2037 maskrcnn/post_hoc_d4/SymmQuant/Abs"; -"2037 maskrcnn/post_hoc_d4/SymmQuant/Abs" -> "2039 maskrcnn/post_hoc_d4/SymmQuant/add"; -"2038 maskrcnn/post_hoc_d4/SymmQuant/add/y" -> "2039 maskrcnn/post_hoc_d4/SymmQuant/add"; -"2039 maskrcnn/post_hoc_d4/SymmQuant/add" -> "2042 maskrcnn/post_hoc_d4/SymmQuant/mul"; -"2039 maskrcnn/post_hoc_d4/SymmQuant/add" -> "2045 maskrcnn/post_hoc_d4/SymmQuant/FakeQuantWithMinMaxVars"; -"2040 maskrcnn/post_hoc_d4/SymmQuant/mul/ReadVariableOp/resource" -> "2041 maskrcnn/post_hoc_d4/SymmQuant/mul/ReadVariableOp"; -"2041 maskrcnn/post_hoc_d4/SymmQuant/mul/ReadVariableOp" -> "2042 maskrcnn/post_hoc_d4/SymmQuant/mul"; -"2042 maskrcnn/post_hoc_d4/SymmQuant/mul" -> "2045 maskrcnn/post_hoc_d4/SymmQuant/FakeQuantWithMinMaxVars"; -"2043 maskrcnn/post_hoc_d4/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "2044 maskrcnn/post_hoc_d4/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2044 maskrcnn/post_hoc_d4/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2045 maskrcnn/post_hoc_d4/SymmQuant/FakeQuantWithMinMaxVars"; -"2045 maskrcnn/post_hoc_d4/SymmQuant/FakeQuantWithMinMaxVars" -> "2046 maskrcnn/post_hoc_d4/Conv2D"; -"2046 maskrcnn/post_hoc_d4/Conv2D" -> "2049 maskrcnn/post_hoc_d4/BiasAdd"; -"2047 maskrcnn/post_hoc_d4/BiasAdd/ReadVariableOp/resource" -> "2048 maskrcnn/post_hoc_d4/BiasAdd/ReadVariableOp"; -"2048 maskrcnn/post_hoc_d4/BiasAdd/ReadVariableOp" -> "2049 maskrcnn/post_hoc_d4/BiasAdd"; -"2049 maskrcnn/post_hoc_d4/BiasAdd" -> "2106 maskrcnn/p4-bn/FusedBatchNormV3"; -"2050 maskrcnn/post_hoc_d3/SymmQuant/Abs/ReadVariableOp/resource" -> "2051 maskrcnn/post_hoc_d3/SymmQuant/Abs/ReadVariableOp"; -"2051 maskrcnn/post_hoc_d3/SymmQuant/Abs/ReadVariableOp" -> "2052 maskrcnn/post_hoc_d3/SymmQuant/Abs"; -"2052 maskrcnn/post_hoc_d3/SymmQuant/Abs" -> "2054 maskrcnn/post_hoc_d3/SymmQuant/add"; -"2053 maskrcnn/post_hoc_d3/SymmQuant/add/y" -> "2054 maskrcnn/post_hoc_d3/SymmQuant/add"; -"2054 maskrcnn/post_hoc_d3/SymmQuant/add" -> "2057 maskrcnn/post_hoc_d3/SymmQuant/mul"; -"2054 maskrcnn/post_hoc_d3/SymmQuant/add" -> "2060 maskrcnn/post_hoc_d3/SymmQuant/FakeQuantWithMinMaxVars"; -"2055 maskrcnn/post_hoc_d3/SymmQuant/mul/ReadVariableOp/resource" -> "2056 maskrcnn/post_hoc_d3/SymmQuant/mul/ReadVariableOp"; -"2056 maskrcnn/post_hoc_d3/SymmQuant/mul/ReadVariableOp" -> "2057 maskrcnn/post_hoc_d3/SymmQuant/mul"; -"2057 maskrcnn/post_hoc_d3/SymmQuant/mul" -> "2060 maskrcnn/post_hoc_d3/SymmQuant/FakeQuantWithMinMaxVars"; -"2058 maskrcnn/post_hoc_d3/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "2059 maskrcnn/post_hoc_d3/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2059 maskrcnn/post_hoc_d3/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2060 maskrcnn/post_hoc_d3/SymmQuant/FakeQuantWithMinMaxVars"; -"2060 maskrcnn/post_hoc_d3/SymmQuant/FakeQuantWithMinMaxVars" -> "2061 maskrcnn/post_hoc_d3/Conv2D"; -"2061 maskrcnn/post_hoc_d3/Conv2D" -> "2064 maskrcnn/post_hoc_d3/BiasAdd"; -"2062 maskrcnn/post_hoc_d3/BiasAdd/ReadVariableOp/resource" -> "2063 maskrcnn/post_hoc_d3/BiasAdd/ReadVariableOp"; -"2063 maskrcnn/post_hoc_d3/BiasAdd/ReadVariableOp" -> "2064 maskrcnn/post_hoc_d3/BiasAdd"; -"2064 maskrcnn/post_hoc_d3/BiasAdd" -> "2115 maskrcnn/p3-bn/FusedBatchNormV3"; -"2065 maskrcnn/post_hoc_d2/SymmQuant/Abs/ReadVariableOp/resource" -> "2066 maskrcnn/post_hoc_d2/SymmQuant/Abs/ReadVariableOp"; -"2066 maskrcnn/post_hoc_d2/SymmQuant/Abs/ReadVariableOp" -> "2067 maskrcnn/post_hoc_d2/SymmQuant/Abs"; -"2067 maskrcnn/post_hoc_d2/SymmQuant/Abs" -> "2069 maskrcnn/post_hoc_d2/SymmQuant/add"; -"2068 maskrcnn/post_hoc_d2/SymmQuant/add/y" -> "2069 maskrcnn/post_hoc_d2/SymmQuant/add"; -"2069 maskrcnn/post_hoc_d2/SymmQuant/add" -> "2072 maskrcnn/post_hoc_d2/SymmQuant/mul"; -"2069 maskrcnn/post_hoc_d2/SymmQuant/add" -> "2075 maskrcnn/post_hoc_d2/SymmQuant/FakeQuantWithMinMaxVars"; -"2070 maskrcnn/post_hoc_d2/SymmQuant/mul/ReadVariableOp/resource" -> "2071 maskrcnn/post_hoc_d2/SymmQuant/mul/ReadVariableOp"; -"2071 maskrcnn/post_hoc_d2/SymmQuant/mul/ReadVariableOp" -> "2072 maskrcnn/post_hoc_d2/SymmQuant/mul"; -"2072 maskrcnn/post_hoc_d2/SymmQuant/mul" -> "2075 maskrcnn/post_hoc_d2/SymmQuant/FakeQuantWithMinMaxVars"; -"2073 maskrcnn/post_hoc_d2/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "2074 maskrcnn/post_hoc_d2/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2074 maskrcnn/post_hoc_d2/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2075 maskrcnn/post_hoc_d2/SymmQuant/FakeQuantWithMinMaxVars"; -"2075 maskrcnn/post_hoc_d2/SymmQuant/FakeQuantWithMinMaxVars" -> "2076 maskrcnn/post_hoc_d2/Conv2D"; -"2076 maskrcnn/post_hoc_d2/Conv2D" -> "2079 maskrcnn/post_hoc_d2/BiasAdd"; -"2077 maskrcnn/post_hoc_d2/BiasAdd/ReadVariableOp/resource" -> "2078 maskrcnn/post_hoc_d2/BiasAdd/ReadVariableOp"; -"2078 maskrcnn/post_hoc_d2/BiasAdd/ReadVariableOp" -> "2079 maskrcnn/post_hoc_d2/BiasAdd"; -"2079 maskrcnn/post_hoc_d2/BiasAdd" -> "2124 maskrcnn/p2-bn/FusedBatchNormV3"; -"2080 maskrcnn/p6-bn/ReadVariableOp/resource" -> "2081 maskrcnn/p6-bn/ReadVariableOp"; -"2081 maskrcnn/p6-bn/ReadVariableOp" -> "2088 maskrcnn/p6-bn/FusedBatchNormV3"; -"2082 maskrcnn/p6-bn/ReadVariableOp_1/resource" -> "2083 maskrcnn/p6-bn/ReadVariableOp_1"; -"2083 maskrcnn/p6-bn/ReadVariableOp_1" -> "2088 maskrcnn/p6-bn/FusedBatchNormV3"; -"2084 maskrcnn/p6-bn/FusedBatchNormV3/ReadVariableOp/resource" -> "2085 maskrcnn/p6-bn/FusedBatchNormV3/ReadVariableOp"; -"2085 maskrcnn/p6-bn/FusedBatchNormV3/ReadVariableOp" -> "2088 maskrcnn/p6-bn/FusedBatchNormV3"; -"2086 maskrcnn/p6-bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2087 maskrcnn/p6-bn/FusedBatchNormV3/ReadVariableOp_1"; -"2087 maskrcnn/p6-bn/FusedBatchNormV3/ReadVariableOp_1" -> "2088 maskrcnn/p6-bn/FusedBatchNormV3"; -"2088 maskrcnn/p6-bn/FusedBatchNormV3" -> "2133 maskrcnn/p6-bn/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2089 maskrcnn/p5-bn/ReadVariableOp/resource" -> "2090 maskrcnn/p5-bn/ReadVariableOp"; -"2090 maskrcnn/p5-bn/ReadVariableOp" -> "2097 maskrcnn/p5-bn/FusedBatchNormV3"; -"2091 maskrcnn/p5-bn/ReadVariableOp_1/resource" -> "2092 maskrcnn/p5-bn/ReadVariableOp_1"; -"2092 maskrcnn/p5-bn/ReadVariableOp_1" -> "2097 maskrcnn/p5-bn/FusedBatchNormV3"; -"2093 maskrcnn/p5-bn/FusedBatchNormV3/ReadVariableOp/resource" -> "2094 maskrcnn/p5-bn/FusedBatchNormV3/ReadVariableOp"; -"2094 maskrcnn/p5-bn/FusedBatchNormV3/ReadVariableOp" -> "2097 maskrcnn/p5-bn/FusedBatchNormV3"; -"2095 maskrcnn/p5-bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2096 maskrcnn/p5-bn/FusedBatchNormV3/ReadVariableOp_1"; -"2096 maskrcnn/p5-bn/FusedBatchNormV3/ReadVariableOp_1" -> "2097 maskrcnn/p5-bn/FusedBatchNormV3"; -"2097 maskrcnn/p5-bn/FusedBatchNormV3" -> "2142 maskrcnn/p5-bn/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2098 maskrcnn/p4-bn/ReadVariableOp/resource" -> "2099 maskrcnn/p4-bn/ReadVariableOp"; -"2099 maskrcnn/p4-bn/ReadVariableOp" -> "2106 maskrcnn/p4-bn/FusedBatchNormV3"; -"2100 maskrcnn/p4-bn/ReadVariableOp_1/resource" -> "2101 maskrcnn/p4-bn/ReadVariableOp_1"; -"2101 maskrcnn/p4-bn/ReadVariableOp_1" -> "2106 maskrcnn/p4-bn/FusedBatchNormV3"; -"2102 maskrcnn/p4-bn/FusedBatchNormV3/ReadVariableOp/resource" -> "2103 maskrcnn/p4-bn/FusedBatchNormV3/ReadVariableOp"; -"2103 maskrcnn/p4-bn/FusedBatchNormV3/ReadVariableOp" -> "2106 maskrcnn/p4-bn/FusedBatchNormV3"; -"2104 maskrcnn/p4-bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2105 maskrcnn/p4-bn/FusedBatchNormV3/ReadVariableOp_1"; -"2105 maskrcnn/p4-bn/FusedBatchNormV3/ReadVariableOp_1" -> "2106 maskrcnn/p4-bn/FusedBatchNormV3"; -"2106 maskrcnn/p4-bn/FusedBatchNormV3" -> "2151 maskrcnn/p4-bn/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2107 maskrcnn/p3-bn/ReadVariableOp/resource" -> "2108 maskrcnn/p3-bn/ReadVariableOp"; -"2108 maskrcnn/p3-bn/ReadVariableOp" -> "2115 maskrcnn/p3-bn/FusedBatchNormV3"; -"2109 maskrcnn/p3-bn/ReadVariableOp_1/resource" -> "2110 maskrcnn/p3-bn/ReadVariableOp_1"; -"2110 maskrcnn/p3-bn/ReadVariableOp_1" -> "2115 maskrcnn/p3-bn/FusedBatchNormV3"; -"2111 maskrcnn/p3-bn/FusedBatchNormV3/ReadVariableOp/resource" -> "2112 maskrcnn/p3-bn/FusedBatchNormV3/ReadVariableOp"; -"2112 maskrcnn/p3-bn/FusedBatchNormV3/ReadVariableOp" -> "2115 maskrcnn/p3-bn/FusedBatchNormV3"; -"2113 maskrcnn/p3-bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2114 maskrcnn/p3-bn/FusedBatchNormV3/ReadVariableOp_1"; -"2114 maskrcnn/p3-bn/FusedBatchNormV3/ReadVariableOp_1" -> "2115 maskrcnn/p3-bn/FusedBatchNormV3"; -"2115 maskrcnn/p3-bn/FusedBatchNormV3" -> "2160 maskrcnn/p3-bn/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2116 maskrcnn/p2-bn/ReadVariableOp/resource" -> "2117 maskrcnn/p2-bn/ReadVariableOp"; -"2117 maskrcnn/p2-bn/ReadVariableOp" -> "2124 maskrcnn/p2-bn/FusedBatchNormV3"; -"2118 maskrcnn/p2-bn/ReadVariableOp_1/resource" -> "2119 maskrcnn/p2-bn/ReadVariableOp_1"; -"2119 maskrcnn/p2-bn/ReadVariableOp_1" -> "2124 maskrcnn/p2-bn/FusedBatchNormV3"; -"2120 maskrcnn/p2-bn/FusedBatchNormV3/ReadVariableOp/resource" -> "2121 maskrcnn/p2-bn/FusedBatchNormV3/ReadVariableOp"; -"2121 maskrcnn/p2-bn/FusedBatchNormV3/ReadVariableOp" -> "2124 maskrcnn/p2-bn/FusedBatchNormV3"; -"2122 maskrcnn/p2-bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2123 maskrcnn/p2-bn/FusedBatchNormV3/ReadVariableOp_1"; -"2123 maskrcnn/p2-bn/FusedBatchNormV3/ReadVariableOp_1" -> "2124 maskrcnn/p2-bn/FusedBatchNormV3"; -"2124 maskrcnn/p2-bn/FusedBatchNormV3" -> "2169 maskrcnn/p2-bn/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2125 maskrcnn/p6-bn/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "2126 maskrcnn/p6-bn/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"2126 maskrcnn/p6-bn/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "2127 maskrcnn/p6-bn/fake_quantize/SymmQuant/Abs"; -"2127 maskrcnn/p6-bn/fake_quantize/SymmQuant/Abs" -> "2129 maskrcnn/p6-bn/fake_quantize/SymmQuant/add"; -"2128 maskrcnn/p6-bn/fake_quantize/SymmQuant/add/y" -> "2129 maskrcnn/p6-bn/fake_quantize/SymmQuant/add"; -"2129 maskrcnn/p6-bn/fake_quantize/SymmQuant/add" -> "2132 maskrcnn/p6-bn/fake_quantize/SymmQuant/mul"; -"2129 maskrcnn/p6-bn/fake_quantize/SymmQuant/add" -> "2133 maskrcnn/p6-bn/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2130 maskrcnn/p6-bn/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "2131 maskrcnn/p6-bn/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"2131 maskrcnn/p6-bn/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "2132 maskrcnn/p6-bn/fake_quantize/SymmQuant/mul"; -"2132 maskrcnn/p6-bn/fake_quantize/SymmQuant/mul" -> "2133 maskrcnn/p6-bn/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2133 maskrcnn/p6-bn/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "2181 maskrcnn/rpn/Conv2D"; -"2133 maskrcnn/p6-bn/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "4771 maskrcnn/tf.reshape_18/Reshape"; -"2133 maskrcnn/p6-bn/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6769 maskrcnn/tf.reshape_47/Reshape"; -"2134 maskrcnn/p5-bn/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "2135 maskrcnn/p5-bn/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"2135 maskrcnn/p5-bn/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "2136 maskrcnn/p5-bn/fake_quantize/SymmQuant/Abs"; -"2136 maskrcnn/p5-bn/fake_quantize/SymmQuant/Abs" -> "2138 maskrcnn/p5-bn/fake_quantize/SymmQuant/add"; -"2137 maskrcnn/p5-bn/fake_quantize/SymmQuant/add/y" -> "2138 maskrcnn/p5-bn/fake_quantize/SymmQuant/add"; -"2138 maskrcnn/p5-bn/fake_quantize/SymmQuant/add" -> "2141 maskrcnn/p5-bn/fake_quantize/SymmQuant/mul"; -"2138 maskrcnn/p5-bn/fake_quantize/SymmQuant/add" -> "2142 maskrcnn/p5-bn/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2139 maskrcnn/p5-bn/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "2140 maskrcnn/p5-bn/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"2140 maskrcnn/p5-bn/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "2141 maskrcnn/p5-bn/fake_quantize/SymmQuant/mul"; -"2141 maskrcnn/p5-bn/fake_quantize/SymmQuant/mul" -> "2142 maskrcnn/p5-bn/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2142 maskrcnn/p5-bn/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "2194 maskrcnn/rpn/Conv2D_1"; -"2142 maskrcnn/p5-bn/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "4769 maskrcnn/tf.reshape_16/Reshape"; -"2142 maskrcnn/p5-bn/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6767 maskrcnn/tf.reshape_45/Reshape"; -"2143 maskrcnn/p4-bn/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "2144 maskrcnn/p4-bn/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"2144 maskrcnn/p4-bn/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "2145 maskrcnn/p4-bn/fake_quantize/SymmQuant/Abs"; -"2145 maskrcnn/p4-bn/fake_quantize/SymmQuant/Abs" -> "2147 maskrcnn/p4-bn/fake_quantize/SymmQuant/add"; -"2146 maskrcnn/p4-bn/fake_quantize/SymmQuant/add/y" -> "2147 maskrcnn/p4-bn/fake_quantize/SymmQuant/add"; -"2147 maskrcnn/p4-bn/fake_quantize/SymmQuant/add" -> "2150 maskrcnn/p4-bn/fake_quantize/SymmQuant/mul"; -"2147 maskrcnn/p4-bn/fake_quantize/SymmQuant/add" -> "2151 maskrcnn/p4-bn/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2148 maskrcnn/p4-bn/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "2149 maskrcnn/p4-bn/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"2149 maskrcnn/p4-bn/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "2150 maskrcnn/p4-bn/fake_quantize/SymmQuant/mul"; -"2150 maskrcnn/p4-bn/fake_quantize/SymmQuant/mul" -> "2151 maskrcnn/p4-bn/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2151 maskrcnn/p4-bn/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "2206 maskrcnn/rpn/Conv2D_2"; -"2151 maskrcnn/p4-bn/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "4767 maskrcnn/tf.reshape_14/Reshape"; -"2151 maskrcnn/p4-bn/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6765 maskrcnn/tf.reshape_43/Reshape"; -"2152 maskrcnn/p3-bn/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "2153 maskrcnn/p3-bn/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"2153 maskrcnn/p3-bn/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "2154 maskrcnn/p3-bn/fake_quantize/SymmQuant/Abs"; -"2154 maskrcnn/p3-bn/fake_quantize/SymmQuant/Abs" -> "2156 maskrcnn/p3-bn/fake_quantize/SymmQuant/add"; -"2155 maskrcnn/p3-bn/fake_quantize/SymmQuant/add/y" -> "2156 maskrcnn/p3-bn/fake_quantize/SymmQuant/add"; -"2156 maskrcnn/p3-bn/fake_quantize/SymmQuant/add" -> "2159 maskrcnn/p3-bn/fake_quantize/SymmQuant/mul"; -"2156 maskrcnn/p3-bn/fake_quantize/SymmQuant/add" -> "2160 maskrcnn/p3-bn/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2157 maskrcnn/p3-bn/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "2158 maskrcnn/p3-bn/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"2158 maskrcnn/p3-bn/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "2159 maskrcnn/p3-bn/fake_quantize/SymmQuant/mul"; -"2159 maskrcnn/p3-bn/fake_quantize/SymmQuant/mul" -> "2160 maskrcnn/p3-bn/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2160 maskrcnn/p3-bn/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "2218 maskrcnn/rpn/Conv2D_3"; -"2160 maskrcnn/p3-bn/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "4765 maskrcnn/tf.reshape_12/Reshape"; -"2160 maskrcnn/p3-bn/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6763 maskrcnn/tf.reshape_41/Reshape"; -"2161 maskrcnn/p2-bn/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "2162 maskrcnn/p2-bn/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"2162 maskrcnn/p2-bn/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "2163 maskrcnn/p2-bn/fake_quantize/SymmQuant/Abs"; -"2163 maskrcnn/p2-bn/fake_quantize/SymmQuant/Abs" -> "2165 maskrcnn/p2-bn/fake_quantize/SymmQuant/add"; -"2164 maskrcnn/p2-bn/fake_quantize/SymmQuant/add/y" -> "2165 maskrcnn/p2-bn/fake_quantize/SymmQuant/add"; -"2165 maskrcnn/p2-bn/fake_quantize/SymmQuant/add" -> "2168 maskrcnn/p2-bn/fake_quantize/SymmQuant/mul"; -"2165 maskrcnn/p2-bn/fake_quantize/SymmQuant/add" -> "2169 maskrcnn/p2-bn/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2166 maskrcnn/p2-bn/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "2167 maskrcnn/p2-bn/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"2167 maskrcnn/p2-bn/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "2168 maskrcnn/p2-bn/fake_quantize/SymmQuant/mul"; -"2168 maskrcnn/p2-bn/fake_quantize/SymmQuant/mul" -> "2169 maskrcnn/p2-bn/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2169 maskrcnn/p2-bn/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "2230 maskrcnn/rpn/Conv2D_4"; -"2169 maskrcnn/p2-bn/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "4763 maskrcnn/tf.reshape_10/Reshape"; -"2169 maskrcnn/p2-bn/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6761 maskrcnn/tf.reshape_39/Reshape"; -"2170 maskrcnn/rpn/SymmQuant/Abs/ReadVariableOp/resource" -> "2171 maskrcnn/rpn/SymmQuant/Abs/ReadVariableOp"; -"2170 maskrcnn/rpn/SymmQuant/Abs/ReadVariableOp/resource" -> "2186 maskrcnn/rpn/SymmQuant_1/Abs/ReadVariableOp"; -"2170 maskrcnn/rpn/SymmQuant/Abs/ReadVariableOp/resource" -> "2198 maskrcnn/rpn/SymmQuant_2/Abs/ReadVariableOp"; -"2170 maskrcnn/rpn/SymmQuant/Abs/ReadVariableOp/resource" -> "2210 maskrcnn/rpn/SymmQuant_3/Abs/ReadVariableOp"; -"2170 maskrcnn/rpn/SymmQuant/Abs/ReadVariableOp/resource" -> "2222 maskrcnn/rpn/SymmQuant_4/Abs/ReadVariableOp"; -"2171 maskrcnn/rpn/SymmQuant/Abs/ReadVariableOp" -> "2172 maskrcnn/rpn/SymmQuant/Abs"; -"2172 maskrcnn/rpn/SymmQuant/Abs" -> "2174 maskrcnn/rpn/SymmQuant/add"; -"2173 maskrcnn/rpn/SymmQuant/add/y" -> "2174 maskrcnn/rpn/SymmQuant/add"; -"2174 maskrcnn/rpn/SymmQuant/add" -> "2177 maskrcnn/rpn/SymmQuant/mul"; -"2174 maskrcnn/rpn/SymmQuant/add" -> "2180 maskrcnn/rpn/SymmQuant/FakeQuantWithMinMaxVars"; -"2175 maskrcnn/rpn/SymmQuant/mul/ReadVariableOp/resource" -> "2176 maskrcnn/rpn/SymmQuant/mul/ReadVariableOp"; -"2175 maskrcnn/rpn/SymmQuant/mul/ReadVariableOp/resource" -> "2190 maskrcnn/rpn/SymmQuant_1/mul/ReadVariableOp"; -"2175 maskrcnn/rpn/SymmQuant/mul/ReadVariableOp/resource" -> "2202 maskrcnn/rpn/SymmQuant_2/mul/ReadVariableOp"; -"2175 maskrcnn/rpn/SymmQuant/mul/ReadVariableOp/resource" -> "2214 maskrcnn/rpn/SymmQuant_3/mul/ReadVariableOp"; -"2175 maskrcnn/rpn/SymmQuant/mul/ReadVariableOp/resource" -> "2226 maskrcnn/rpn/SymmQuant_4/mul/ReadVariableOp"; -"2176 maskrcnn/rpn/SymmQuant/mul/ReadVariableOp" -> "2177 maskrcnn/rpn/SymmQuant/mul"; -"2177 maskrcnn/rpn/SymmQuant/mul" -> "2180 maskrcnn/rpn/SymmQuant/FakeQuantWithMinMaxVars"; -"2178 maskrcnn/rpn/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "2179 maskrcnn/rpn/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2178 maskrcnn/rpn/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "2192 maskrcnn/rpn/SymmQuant_1/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2178 maskrcnn/rpn/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "2204 maskrcnn/rpn/SymmQuant_2/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2178 maskrcnn/rpn/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "2216 maskrcnn/rpn/SymmQuant_3/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2178 maskrcnn/rpn/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "2228 maskrcnn/rpn/SymmQuant_4/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2179 maskrcnn/rpn/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2180 maskrcnn/rpn/SymmQuant/FakeQuantWithMinMaxVars"; -"2180 maskrcnn/rpn/SymmQuant/FakeQuantWithMinMaxVars" -> "2181 maskrcnn/rpn/Conv2D"; -"2181 maskrcnn/rpn/Conv2D" -> "2184 maskrcnn/rpn/BiasAdd"; -"2182 maskrcnn/rpn/BiasAdd/ReadVariableOp/resource" -> "2183 maskrcnn/rpn/BiasAdd/ReadVariableOp"; -"2182 maskrcnn/rpn/BiasAdd/ReadVariableOp/resource" -> "2195 maskrcnn/rpn/BiasAdd_1/ReadVariableOp"; -"2182 maskrcnn/rpn/BiasAdd/ReadVariableOp/resource" -> "2207 maskrcnn/rpn/BiasAdd_2/ReadVariableOp"; -"2182 maskrcnn/rpn/BiasAdd/ReadVariableOp/resource" -> "2219 maskrcnn/rpn/BiasAdd_3/ReadVariableOp"; -"2182 maskrcnn/rpn/BiasAdd/ReadVariableOp/resource" -> "2231 maskrcnn/rpn/BiasAdd_4/ReadVariableOp"; -"2183 maskrcnn/rpn/BiasAdd/ReadVariableOp" -> "2184 maskrcnn/rpn/BiasAdd"; -"2184 maskrcnn/rpn/BiasAdd" -> "2185 maskrcnn/rpn/Relu"; -"2185 maskrcnn/rpn/Relu" -> "2242 maskrcnn/rpn/fake_quantize_4/SymmQuant/FakeQuantWithMinMaxVars"; -"2186 maskrcnn/rpn/SymmQuant_1/Abs/ReadVariableOp" -> "2187 maskrcnn/rpn/SymmQuant_1/Abs"; -"2187 maskrcnn/rpn/SymmQuant_1/Abs" -> "2189 maskrcnn/rpn/SymmQuant_1/add"; -"2188 maskrcnn/rpn/SymmQuant_1/add/y" -> "2189 maskrcnn/rpn/SymmQuant_1/add"; -"2189 maskrcnn/rpn/SymmQuant_1/add" -> "2191 maskrcnn/rpn/SymmQuant_1/mul"; -"2189 maskrcnn/rpn/SymmQuant_1/add" -> "2193 maskrcnn/rpn/SymmQuant_1/FakeQuantWithMinMaxVars"; -"2190 maskrcnn/rpn/SymmQuant_1/mul/ReadVariableOp" -> "2191 maskrcnn/rpn/SymmQuant_1/mul"; -"2191 maskrcnn/rpn/SymmQuant_1/mul" -> "2193 maskrcnn/rpn/SymmQuant_1/FakeQuantWithMinMaxVars"; -"2192 maskrcnn/rpn/SymmQuant_1/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2193 maskrcnn/rpn/SymmQuant_1/FakeQuantWithMinMaxVars"; -"2193 maskrcnn/rpn/SymmQuant_1/FakeQuantWithMinMaxVars" -> "2194 maskrcnn/rpn/Conv2D_1"; -"2194 maskrcnn/rpn/Conv2D_1" -> "2196 maskrcnn/rpn/BiasAdd_1"; -"2195 maskrcnn/rpn/BiasAdd_1/ReadVariableOp" -> "2196 maskrcnn/rpn/BiasAdd_1"; -"2196 maskrcnn/rpn/BiasAdd_1" -> "2197 maskrcnn/rpn/Relu_1"; -"2197 maskrcnn/rpn/Relu_1" -> "2251 maskrcnn/rpn/fake_quantize_3/SymmQuant/FakeQuantWithMinMaxVars"; -"2198 maskrcnn/rpn/SymmQuant_2/Abs/ReadVariableOp" -> "2199 maskrcnn/rpn/SymmQuant_2/Abs"; -"2199 maskrcnn/rpn/SymmQuant_2/Abs" -> "2201 maskrcnn/rpn/SymmQuant_2/add"; -"2200 maskrcnn/rpn/SymmQuant_2/add/y" -> "2201 maskrcnn/rpn/SymmQuant_2/add"; -"2201 maskrcnn/rpn/SymmQuant_2/add" -> "2203 maskrcnn/rpn/SymmQuant_2/mul"; -"2201 maskrcnn/rpn/SymmQuant_2/add" -> "2205 maskrcnn/rpn/SymmQuant_2/FakeQuantWithMinMaxVars"; -"2202 maskrcnn/rpn/SymmQuant_2/mul/ReadVariableOp" -> "2203 maskrcnn/rpn/SymmQuant_2/mul"; -"2203 maskrcnn/rpn/SymmQuant_2/mul" -> "2205 maskrcnn/rpn/SymmQuant_2/FakeQuantWithMinMaxVars"; -"2204 maskrcnn/rpn/SymmQuant_2/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2205 maskrcnn/rpn/SymmQuant_2/FakeQuantWithMinMaxVars"; -"2205 maskrcnn/rpn/SymmQuant_2/FakeQuantWithMinMaxVars" -> "2206 maskrcnn/rpn/Conv2D_2"; -"2206 maskrcnn/rpn/Conv2D_2" -> "2208 maskrcnn/rpn/BiasAdd_2"; -"2207 maskrcnn/rpn/BiasAdd_2/ReadVariableOp" -> "2208 maskrcnn/rpn/BiasAdd_2"; -"2208 maskrcnn/rpn/BiasAdd_2" -> "2209 maskrcnn/rpn/Relu_2"; -"2209 maskrcnn/rpn/Relu_2" -> "2260 maskrcnn/rpn/fake_quantize_2/SymmQuant/FakeQuantWithMinMaxVars"; -"2210 maskrcnn/rpn/SymmQuant_3/Abs/ReadVariableOp" -> "2211 maskrcnn/rpn/SymmQuant_3/Abs"; -"2211 maskrcnn/rpn/SymmQuant_3/Abs" -> "2213 maskrcnn/rpn/SymmQuant_3/add"; -"2212 maskrcnn/rpn/SymmQuant_3/add/y" -> "2213 maskrcnn/rpn/SymmQuant_3/add"; -"2213 maskrcnn/rpn/SymmQuant_3/add" -> "2215 maskrcnn/rpn/SymmQuant_3/mul"; -"2213 maskrcnn/rpn/SymmQuant_3/add" -> "2217 maskrcnn/rpn/SymmQuant_3/FakeQuantWithMinMaxVars"; -"2214 maskrcnn/rpn/SymmQuant_3/mul/ReadVariableOp" -> "2215 maskrcnn/rpn/SymmQuant_3/mul"; -"2215 maskrcnn/rpn/SymmQuant_3/mul" -> "2217 maskrcnn/rpn/SymmQuant_3/FakeQuantWithMinMaxVars"; -"2216 maskrcnn/rpn/SymmQuant_3/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2217 maskrcnn/rpn/SymmQuant_3/FakeQuantWithMinMaxVars"; -"2217 maskrcnn/rpn/SymmQuant_3/FakeQuantWithMinMaxVars" -> "2218 maskrcnn/rpn/Conv2D_3"; -"2218 maskrcnn/rpn/Conv2D_3" -> "2220 maskrcnn/rpn/BiasAdd_3"; -"2219 maskrcnn/rpn/BiasAdd_3/ReadVariableOp" -> "2220 maskrcnn/rpn/BiasAdd_3"; -"2220 maskrcnn/rpn/BiasAdd_3" -> "2221 maskrcnn/rpn/Relu_3"; -"2221 maskrcnn/rpn/Relu_3" -> "2269 maskrcnn/rpn/fake_quantize_1/SymmQuant/FakeQuantWithMinMaxVars"; -"2222 maskrcnn/rpn/SymmQuant_4/Abs/ReadVariableOp" -> "2223 maskrcnn/rpn/SymmQuant_4/Abs"; -"2223 maskrcnn/rpn/SymmQuant_4/Abs" -> "2225 maskrcnn/rpn/SymmQuant_4/add"; -"2224 maskrcnn/rpn/SymmQuant_4/add/y" -> "2225 maskrcnn/rpn/SymmQuant_4/add"; -"2225 maskrcnn/rpn/SymmQuant_4/add" -> "2227 maskrcnn/rpn/SymmQuant_4/mul"; -"2225 maskrcnn/rpn/SymmQuant_4/add" -> "2229 maskrcnn/rpn/SymmQuant_4/FakeQuantWithMinMaxVars"; -"2226 maskrcnn/rpn/SymmQuant_4/mul/ReadVariableOp" -> "2227 maskrcnn/rpn/SymmQuant_4/mul"; -"2227 maskrcnn/rpn/SymmQuant_4/mul" -> "2229 maskrcnn/rpn/SymmQuant_4/FakeQuantWithMinMaxVars"; -"2228 maskrcnn/rpn/SymmQuant_4/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2229 maskrcnn/rpn/SymmQuant_4/FakeQuantWithMinMaxVars"; -"2229 maskrcnn/rpn/SymmQuant_4/FakeQuantWithMinMaxVars" -> "2230 maskrcnn/rpn/Conv2D_4"; -"2230 maskrcnn/rpn/Conv2D_4" -> "2232 maskrcnn/rpn/BiasAdd_4"; -"2231 maskrcnn/rpn/BiasAdd_4/ReadVariableOp" -> "2232 maskrcnn/rpn/BiasAdd_4"; -"2232 maskrcnn/rpn/BiasAdd_4" -> "2233 maskrcnn/rpn/Relu_4"; -"2233 maskrcnn/rpn/Relu_4" -> "2278 maskrcnn/rpn/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2234 maskrcnn/rpn/fake_quantize_4/SymmQuant/Abs/ReadVariableOp/resource" -> "2235 maskrcnn/rpn/fake_quantize_4/SymmQuant/Abs/ReadVariableOp"; -"2235 maskrcnn/rpn/fake_quantize_4/SymmQuant/Abs/ReadVariableOp" -> "2236 maskrcnn/rpn/fake_quantize_4/SymmQuant/Abs"; -"2236 maskrcnn/rpn/fake_quantize_4/SymmQuant/Abs" -> "2238 maskrcnn/rpn/fake_quantize_4/SymmQuant/add"; -"2237 maskrcnn/rpn/fake_quantize_4/SymmQuant/add/y" -> "2238 maskrcnn/rpn/fake_quantize_4/SymmQuant/add"; -"2238 maskrcnn/rpn/fake_quantize_4/SymmQuant/add" -> "2241 maskrcnn/rpn/fake_quantize_4/SymmQuant/mul"; -"2238 maskrcnn/rpn/fake_quantize_4/SymmQuant/add" -> "2242 maskrcnn/rpn/fake_quantize_4/SymmQuant/FakeQuantWithMinMaxVars"; -"2239 maskrcnn/rpn/fake_quantize_4/SymmQuant/mul/ReadVariableOp/resource" -> "2240 maskrcnn/rpn/fake_quantize_4/SymmQuant/mul/ReadVariableOp"; -"2240 maskrcnn/rpn/fake_quantize_4/SymmQuant/mul/ReadVariableOp" -> "2241 maskrcnn/rpn/fake_quantize_4/SymmQuant/mul"; -"2241 maskrcnn/rpn/fake_quantize_4/SymmQuant/mul" -> "2242 maskrcnn/rpn/fake_quantize_4/SymmQuant/FakeQuantWithMinMaxVars"; -"2242 maskrcnn/rpn/fake_quantize_4/SymmQuant/FakeQuantWithMinMaxVars" -> "2290 maskrcnn/rpn-box/Conv2D"; -"2242 maskrcnn/rpn/fake_quantize_4/SymmQuant/FakeQuantWithMinMaxVars" -> "3609 maskrcnn/rpn-class/Conv2D"; -"2243 maskrcnn/rpn/fake_quantize_3/SymmQuant/Abs/ReadVariableOp/resource" -> "2244 maskrcnn/rpn/fake_quantize_3/SymmQuant/Abs/ReadVariableOp"; -"2244 maskrcnn/rpn/fake_quantize_3/SymmQuant/Abs/ReadVariableOp" -> "2245 maskrcnn/rpn/fake_quantize_3/SymmQuant/Abs"; -"2245 maskrcnn/rpn/fake_quantize_3/SymmQuant/Abs" -> "2247 maskrcnn/rpn/fake_quantize_3/SymmQuant/add"; -"2246 maskrcnn/rpn/fake_quantize_3/SymmQuant/add/y" -> "2247 maskrcnn/rpn/fake_quantize_3/SymmQuant/add"; -"2247 maskrcnn/rpn/fake_quantize_3/SymmQuant/add" -> "2250 maskrcnn/rpn/fake_quantize_3/SymmQuant/mul"; -"2247 maskrcnn/rpn/fake_quantize_3/SymmQuant/add" -> "2251 maskrcnn/rpn/fake_quantize_3/SymmQuant/FakeQuantWithMinMaxVars"; -"2248 maskrcnn/rpn/fake_quantize_3/SymmQuant/mul/ReadVariableOp/resource" -> "2249 maskrcnn/rpn/fake_quantize_3/SymmQuant/mul/ReadVariableOp"; -"2249 maskrcnn/rpn/fake_quantize_3/SymmQuant/mul/ReadVariableOp" -> "2250 maskrcnn/rpn/fake_quantize_3/SymmQuant/mul"; -"2250 maskrcnn/rpn/fake_quantize_3/SymmQuant/mul" -> "2251 maskrcnn/rpn/fake_quantize_3/SymmQuant/FakeQuantWithMinMaxVars"; -"2251 maskrcnn/rpn/fake_quantize_3/SymmQuant/FakeQuantWithMinMaxVars" -> "2302 maskrcnn/rpn-box/Conv2D_1"; -"2251 maskrcnn/rpn/fake_quantize_3/SymmQuant/FakeQuantWithMinMaxVars" -> "3621 maskrcnn/rpn-class/Conv2D_1"; -"2252 maskrcnn/rpn/fake_quantize_2/SymmQuant/Abs/ReadVariableOp/resource" -> "2253 maskrcnn/rpn/fake_quantize_2/SymmQuant/Abs/ReadVariableOp"; -"2253 maskrcnn/rpn/fake_quantize_2/SymmQuant/Abs/ReadVariableOp" -> "2254 maskrcnn/rpn/fake_quantize_2/SymmQuant/Abs"; -"2254 maskrcnn/rpn/fake_quantize_2/SymmQuant/Abs" -> "2256 maskrcnn/rpn/fake_quantize_2/SymmQuant/add"; -"2255 maskrcnn/rpn/fake_quantize_2/SymmQuant/add/y" -> "2256 maskrcnn/rpn/fake_quantize_2/SymmQuant/add"; -"2256 maskrcnn/rpn/fake_quantize_2/SymmQuant/add" -> "2259 maskrcnn/rpn/fake_quantize_2/SymmQuant/mul"; -"2256 maskrcnn/rpn/fake_quantize_2/SymmQuant/add" -> "2260 maskrcnn/rpn/fake_quantize_2/SymmQuant/FakeQuantWithMinMaxVars"; -"2257 maskrcnn/rpn/fake_quantize_2/SymmQuant/mul/ReadVariableOp/resource" -> "2258 maskrcnn/rpn/fake_quantize_2/SymmQuant/mul/ReadVariableOp"; -"2258 maskrcnn/rpn/fake_quantize_2/SymmQuant/mul/ReadVariableOp" -> "2259 maskrcnn/rpn/fake_quantize_2/SymmQuant/mul"; -"2259 maskrcnn/rpn/fake_quantize_2/SymmQuant/mul" -> "2260 maskrcnn/rpn/fake_quantize_2/SymmQuant/FakeQuantWithMinMaxVars"; -"2260 maskrcnn/rpn/fake_quantize_2/SymmQuant/FakeQuantWithMinMaxVars" -> "2313 maskrcnn/rpn-box/Conv2D_2"; -"2260 maskrcnn/rpn/fake_quantize_2/SymmQuant/FakeQuantWithMinMaxVars" -> "3632 maskrcnn/rpn-class/Conv2D_2"; -"2261 maskrcnn/rpn/fake_quantize_1/SymmQuant/Abs/ReadVariableOp/resource" -> "2262 maskrcnn/rpn/fake_quantize_1/SymmQuant/Abs/ReadVariableOp"; -"2262 maskrcnn/rpn/fake_quantize_1/SymmQuant/Abs/ReadVariableOp" -> "2263 maskrcnn/rpn/fake_quantize_1/SymmQuant/Abs"; -"2263 maskrcnn/rpn/fake_quantize_1/SymmQuant/Abs" -> "2265 maskrcnn/rpn/fake_quantize_1/SymmQuant/add"; -"2264 maskrcnn/rpn/fake_quantize_1/SymmQuant/add/y" -> "2265 maskrcnn/rpn/fake_quantize_1/SymmQuant/add"; -"2265 maskrcnn/rpn/fake_quantize_1/SymmQuant/add" -> "2268 maskrcnn/rpn/fake_quantize_1/SymmQuant/mul"; -"2265 maskrcnn/rpn/fake_quantize_1/SymmQuant/add" -> "2269 maskrcnn/rpn/fake_quantize_1/SymmQuant/FakeQuantWithMinMaxVars"; -"2266 maskrcnn/rpn/fake_quantize_1/SymmQuant/mul/ReadVariableOp/resource" -> "2267 maskrcnn/rpn/fake_quantize_1/SymmQuant/mul/ReadVariableOp"; -"2267 maskrcnn/rpn/fake_quantize_1/SymmQuant/mul/ReadVariableOp" -> "2268 maskrcnn/rpn/fake_quantize_1/SymmQuant/mul"; -"2268 maskrcnn/rpn/fake_quantize_1/SymmQuant/mul" -> "2269 maskrcnn/rpn/fake_quantize_1/SymmQuant/FakeQuantWithMinMaxVars"; -"2269 maskrcnn/rpn/fake_quantize_1/SymmQuant/FakeQuantWithMinMaxVars" -> "2324 maskrcnn/rpn-box/Conv2D_3"; -"2269 maskrcnn/rpn/fake_quantize_1/SymmQuant/FakeQuantWithMinMaxVars" -> "3643 maskrcnn/rpn-class/Conv2D_3"; -"2270 maskrcnn/rpn/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "2271 maskrcnn/rpn/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"2271 maskrcnn/rpn/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "2272 maskrcnn/rpn/fake_quantize/SymmQuant/Abs"; -"2272 maskrcnn/rpn/fake_quantize/SymmQuant/Abs" -> "2274 maskrcnn/rpn/fake_quantize/SymmQuant/add"; -"2273 maskrcnn/rpn/fake_quantize/SymmQuant/add/y" -> "2274 maskrcnn/rpn/fake_quantize/SymmQuant/add"; -"2274 maskrcnn/rpn/fake_quantize/SymmQuant/add" -> "2277 maskrcnn/rpn/fake_quantize/SymmQuant/mul"; -"2274 maskrcnn/rpn/fake_quantize/SymmQuant/add" -> "2278 maskrcnn/rpn/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2275 maskrcnn/rpn/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "2276 maskrcnn/rpn/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"2276 maskrcnn/rpn/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "2277 maskrcnn/rpn/fake_quantize/SymmQuant/mul"; -"2277 maskrcnn/rpn/fake_quantize/SymmQuant/mul" -> "2278 maskrcnn/rpn/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2278 maskrcnn/rpn/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "2335 maskrcnn/rpn-box/Conv2D_4"; -"2278 maskrcnn/rpn/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "3654 maskrcnn/rpn-class/Conv2D_4"; -"2279 maskrcnn/rpn-box/SymmQuant/Abs/ReadVariableOp/resource" -> "2280 maskrcnn/rpn-box/SymmQuant/Abs/ReadVariableOp"; -"2279 maskrcnn/rpn-box/SymmQuant/Abs/ReadVariableOp/resource" -> "2294 maskrcnn/rpn-box/SymmQuant_1/Abs/ReadVariableOp"; -"2279 maskrcnn/rpn-box/SymmQuant/Abs/ReadVariableOp/resource" -> "2305 maskrcnn/rpn-box/SymmQuant_2/Abs/ReadVariableOp"; -"2279 maskrcnn/rpn-box/SymmQuant/Abs/ReadVariableOp/resource" -> "2316 maskrcnn/rpn-box/SymmQuant_3/Abs/ReadVariableOp"; -"2279 maskrcnn/rpn-box/SymmQuant/Abs/ReadVariableOp/resource" -> "2327 maskrcnn/rpn-box/SymmQuant_4/Abs/ReadVariableOp"; -"2280 maskrcnn/rpn-box/SymmQuant/Abs/ReadVariableOp" -> "2281 maskrcnn/rpn-box/SymmQuant/Abs"; -"2281 maskrcnn/rpn-box/SymmQuant/Abs" -> "2283 maskrcnn/rpn-box/SymmQuant/add"; -"2282 maskrcnn/rpn-box/SymmQuant/add/y" -> "2283 maskrcnn/rpn-box/SymmQuant/add"; -"2283 maskrcnn/rpn-box/SymmQuant/add" -> "2286 maskrcnn/rpn-box/SymmQuant/mul"; -"2283 maskrcnn/rpn-box/SymmQuant/add" -> "2289 maskrcnn/rpn-box/SymmQuant/FakeQuantWithMinMaxVars"; -"2284 maskrcnn/rpn-box/SymmQuant/mul/ReadVariableOp/resource" -> "2285 maskrcnn/rpn-box/SymmQuant/mul/ReadVariableOp"; -"2284 maskrcnn/rpn-box/SymmQuant/mul/ReadVariableOp/resource" -> "2298 maskrcnn/rpn-box/SymmQuant_1/mul/ReadVariableOp"; -"2284 maskrcnn/rpn-box/SymmQuant/mul/ReadVariableOp/resource" -> "2309 maskrcnn/rpn-box/SymmQuant_2/mul/ReadVariableOp"; -"2284 maskrcnn/rpn-box/SymmQuant/mul/ReadVariableOp/resource" -> "2320 maskrcnn/rpn-box/SymmQuant_3/mul/ReadVariableOp"; -"2284 maskrcnn/rpn-box/SymmQuant/mul/ReadVariableOp/resource" -> "2331 maskrcnn/rpn-box/SymmQuant_4/mul/ReadVariableOp"; -"2285 maskrcnn/rpn-box/SymmQuant/mul/ReadVariableOp" -> "2286 maskrcnn/rpn-box/SymmQuant/mul"; -"2286 maskrcnn/rpn-box/SymmQuant/mul" -> "2289 maskrcnn/rpn-box/SymmQuant/FakeQuantWithMinMaxVars"; -"2287 maskrcnn/rpn-box/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "2288 maskrcnn/rpn-box/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2287 maskrcnn/rpn-box/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "2300 maskrcnn/rpn-box/SymmQuant_1/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2287 maskrcnn/rpn-box/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "2311 maskrcnn/rpn-box/SymmQuant_2/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2287 maskrcnn/rpn-box/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "2322 maskrcnn/rpn-box/SymmQuant_3/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2287 maskrcnn/rpn-box/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "2333 maskrcnn/rpn-box/SymmQuant_4/FakeQuantWithMinMaxVars/ReadVariableOp"; -"2288 maskrcnn/rpn-box/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2289 maskrcnn/rpn-box/SymmQuant/FakeQuantWithMinMaxVars"; -"2289 maskrcnn/rpn-box/SymmQuant/FakeQuantWithMinMaxVars" -> "2290 maskrcnn/rpn-box/Conv2D"; -"2290 maskrcnn/rpn-box/Conv2D" -> "2293 maskrcnn/rpn-box/BiasAdd"; -"2291 maskrcnn/rpn-box/BiasAdd/ReadVariableOp/resource" -> "2292 maskrcnn/rpn-box/BiasAdd/ReadVariableOp"; -"2291 maskrcnn/rpn-box/BiasAdd/ReadVariableOp/resource" -> "2303 maskrcnn/rpn-box/BiasAdd_1/ReadVariableOp"; -"2291 maskrcnn/rpn-box/BiasAdd/ReadVariableOp/resource" -> "2314 maskrcnn/rpn-box/BiasAdd_2/ReadVariableOp"; -"2291 maskrcnn/rpn-box/BiasAdd/ReadVariableOp/resource" -> "2325 maskrcnn/rpn-box/BiasAdd_3/ReadVariableOp"; -"2291 maskrcnn/rpn-box/BiasAdd/ReadVariableOp/resource" -> "2336 maskrcnn/rpn-box/BiasAdd_4/ReadVariableOp"; -"2292 maskrcnn/rpn-box/BiasAdd/ReadVariableOp" -> "2293 maskrcnn/rpn-box/BiasAdd"; -"2293 maskrcnn/rpn-box/BiasAdd" -> "2346 maskrcnn/tf.reshape_9/fake_quantize_I0/SymmQuant/FakeQuantWithMinMaxVars"; -"2293 maskrcnn/rpn-box/BiasAdd" -> "19990 Identity_11"; -"2294 maskrcnn/rpn-box/SymmQuant_1/Abs/ReadVariableOp" -> "2295 maskrcnn/rpn-box/SymmQuant_1/Abs"; -"2295 maskrcnn/rpn-box/SymmQuant_1/Abs" -> "2297 maskrcnn/rpn-box/SymmQuant_1/add"; -"2296 maskrcnn/rpn-box/SymmQuant_1/add/y" -> "2297 maskrcnn/rpn-box/SymmQuant_1/add"; -"2297 maskrcnn/rpn-box/SymmQuant_1/add" -> "2299 maskrcnn/rpn-box/SymmQuant_1/mul"; -"2297 maskrcnn/rpn-box/SymmQuant_1/add" -> "2301 maskrcnn/rpn-box/SymmQuant_1/FakeQuantWithMinMaxVars"; -"2298 maskrcnn/rpn-box/SymmQuant_1/mul/ReadVariableOp" -> "2299 maskrcnn/rpn-box/SymmQuant_1/mul"; -"2299 maskrcnn/rpn-box/SymmQuant_1/mul" -> "2301 maskrcnn/rpn-box/SymmQuant_1/FakeQuantWithMinMaxVars"; -"2300 maskrcnn/rpn-box/SymmQuant_1/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2301 maskrcnn/rpn-box/SymmQuant_1/FakeQuantWithMinMaxVars"; -"2301 maskrcnn/rpn-box/SymmQuant_1/FakeQuantWithMinMaxVars" -> "2302 maskrcnn/rpn-box/Conv2D_1"; -"2302 maskrcnn/rpn-box/Conv2D_1" -> "2304 maskrcnn/rpn-box/BiasAdd_1"; -"2303 maskrcnn/rpn-box/BiasAdd_1/ReadVariableOp" -> "2304 maskrcnn/rpn-box/BiasAdd_1"; -"2304 maskrcnn/rpn-box/BiasAdd_1" -> "2355 maskrcnn/tf.reshape_7/fake_quantize_I0/SymmQuant/FakeQuantWithMinMaxVars"; -"2304 maskrcnn/rpn-box/BiasAdd_1" -> "19989 Identity_10"; -"2305 maskrcnn/rpn-box/SymmQuant_2/Abs/ReadVariableOp" -> "2306 maskrcnn/rpn-box/SymmQuant_2/Abs"; -"2306 maskrcnn/rpn-box/SymmQuant_2/Abs" -> "2308 maskrcnn/rpn-box/SymmQuant_2/add"; -"2307 maskrcnn/rpn-box/SymmQuant_2/add/y" -> "2308 maskrcnn/rpn-box/SymmQuant_2/add"; -"2308 maskrcnn/rpn-box/SymmQuant_2/add" -> "2310 maskrcnn/rpn-box/SymmQuant_2/mul"; -"2308 maskrcnn/rpn-box/SymmQuant_2/add" -> "2312 maskrcnn/rpn-box/SymmQuant_2/FakeQuantWithMinMaxVars"; -"2309 maskrcnn/rpn-box/SymmQuant_2/mul/ReadVariableOp" -> "2310 maskrcnn/rpn-box/SymmQuant_2/mul"; -"2310 maskrcnn/rpn-box/SymmQuant_2/mul" -> "2312 maskrcnn/rpn-box/SymmQuant_2/FakeQuantWithMinMaxVars"; -"2311 maskrcnn/rpn-box/SymmQuant_2/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2312 maskrcnn/rpn-box/SymmQuant_2/FakeQuantWithMinMaxVars"; -"2312 maskrcnn/rpn-box/SymmQuant_2/FakeQuantWithMinMaxVars" -> "2313 maskrcnn/rpn-box/Conv2D_2"; -"2313 maskrcnn/rpn-box/Conv2D_2" -> "2315 maskrcnn/rpn-box/BiasAdd_2"; -"2314 maskrcnn/rpn-box/BiasAdd_2/ReadVariableOp" -> "2315 maskrcnn/rpn-box/BiasAdd_2"; -"2315 maskrcnn/rpn-box/BiasAdd_2" -> "2364 maskrcnn/tf.reshape_5/fake_quantize_I0/SymmQuant/FakeQuantWithMinMaxVars"; -"2315 maskrcnn/rpn-box/BiasAdd_2" -> "19988 Identity_9"; -"2316 maskrcnn/rpn-box/SymmQuant_3/Abs/ReadVariableOp" -> "2317 maskrcnn/rpn-box/SymmQuant_3/Abs"; -"2317 maskrcnn/rpn-box/SymmQuant_3/Abs" -> "2319 maskrcnn/rpn-box/SymmQuant_3/add"; -"2318 maskrcnn/rpn-box/SymmQuant_3/add/y" -> "2319 maskrcnn/rpn-box/SymmQuant_3/add"; -"2319 maskrcnn/rpn-box/SymmQuant_3/add" -> "2321 maskrcnn/rpn-box/SymmQuant_3/mul"; -"2319 maskrcnn/rpn-box/SymmQuant_3/add" -> "2323 maskrcnn/rpn-box/SymmQuant_3/FakeQuantWithMinMaxVars"; -"2320 maskrcnn/rpn-box/SymmQuant_3/mul/ReadVariableOp" -> "2321 maskrcnn/rpn-box/SymmQuant_3/mul"; -"2321 maskrcnn/rpn-box/SymmQuant_3/mul" -> "2323 maskrcnn/rpn-box/SymmQuant_3/FakeQuantWithMinMaxVars"; -"2322 maskrcnn/rpn-box/SymmQuant_3/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2323 maskrcnn/rpn-box/SymmQuant_3/FakeQuantWithMinMaxVars"; -"2323 maskrcnn/rpn-box/SymmQuant_3/FakeQuantWithMinMaxVars" -> "2324 maskrcnn/rpn-box/Conv2D_3"; -"2324 maskrcnn/rpn-box/Conv2D_3" -> "2326 maskrcnn/rpn-box/BiasAdd_3"; -"2325 maskrcnn/rpn-box/BiasAdd_3/ReadVariableOp" -> "2326 maskrcnn/rpn-box/BiasAdd_3"; -"2326 maskrcnn/rpn-box/BiasAdd_3" -> "2373 maskrcnn/tf.reshape_3/fake_quantize_I0/SymmQuant/FakeQuantWithMinMaxVars"; -"2326 maskrcnn/rpn-box/BiasAdd_3" -> "19987 Identity_8"; -"2327 maskrcnn/rpn-box/SymmQuant_4/Abs/ReadVariableOp" -> "2328 maskrcnn/rpn-box/SymmQuant_4/Abs"; -"2328 maskrcnn/rpn-box/SymmQuant_4/Abs" -> "2330 maskrcnn/rpn-box/SymmQuant_4/add"; -"2329 maskrcnn/rpn-box/SymmQuant_4/add/y" -> "2330 maskrcnn/rpn-box/SymmQuant_4/add"; -"2330 maskrcnn/rpn-box/SymmQuant_4/add" -> "2332 maskrcnn/rpn-box/SymmQuant_4/mul"; -"2330 maskrcnn/rpn-box/SymmQuant_4/add" -> "2334 maskrcnn/rpn-box/SymmQuant_4/FakeQuantWithMinMaxVars"; -"2331 maskrcnn/rpn-box/SymmQuant_4/mul/ReadVariableOp" -> "2332 maskrcnn/rpn-box/SymmQuant_4/mul"; -"2332 maskrcnn/rpn-box/SymmQuant_4/mul" -> "2334 maskrcnn/rpn-box/SymmQuant_4/FakeQuantWithMinMaxVars"; -"2333 maskrcnn/rpn-box/SymmQuant_4/FakeQuantWithMinMaxVars/ReadVariableOp" -> "2334 maskrcnn/rpn-box/SymmQuant_4/FakeQuantWithMinMaxVars"; -"2334 maskrcnn/rpn-box/SymmQuant_4/FakeQuantWithMinMaxVars" -> "2335 maskrcnn/rpn-box/Conv2D_4"; -"2335 maskrcnn/rpn-box/Conv2D_4" -> "2337 maskrcnn/rpn-box/BiasAdd_4"; -"2336 maskrcnn/rpn-box/BiasAdd_4/ReadVariableOp" -> "2337 maskrcnn/rpn-box/BiasAdd_4"; -"2337 maskrcnn/rpn-box/BiasAdd_4" -> "2382 maskrcnn/tf.reshape_1/fake_quantize_I0/SymmQuant/FakeQuantWithMinMaxVars"; -"2337 maskrcnn/rpn-box/BiasAdd_4" -> "19986 Identity_7"; -"2338 maskrcnn/tf.reshape_9/fake_quantize_I0/SymmQuant/Abs/ReadVariableOp/resource" -> "2339 maskrcnn/tf.reshape_9/fake_quantize_I0/SymmQuant/Abs/ReadVariableOp"; -"2339 maskrcnn/tf.reshape_9/fake_quantize_I0/SymmQuant/Abs/ReadVariableOp" -> "2340 maskrcnn/tf.reshape_9/fake_quantize_I0/SymmQuant/Abs"; -"2340 maskrcnn/tf.reshape_9/fake_quantize_I0/SymmQuant/Abs" -> "2342 maskrcnn/tf.reshape_9/fake_quantize_I0/SymmQuant/add"; -"2341 maskrcnn/tf.reshape_9/fake_quantize_I0/SymmQuant/add/y" -> "2342 maskrcnn/tf.reshape_9/fake_quantize_I0/SymmQuant/add"; -"2342 maskrcnn/tf.reshape_9/fake_quantize_I0/SymmQuant/add" -> "2345 maskrcnn/tf.reshape_9/fake_quantize_I0/SymmQuant/mul"; -"2342 maskrcnn/tf.reshape_9/fake_quantize_I0/SymmQuant/add" -> "2346 maskrcnn/tf.reshape_9/fake_quantize_I0/SymmQuant/FakeQuantWithMinMaxVars"; -"2343 maskrcnn/tf.reshape_9/fake_quantize_I0/SymmQuant/mul/ReadVariableOp/resource" -> "2344 maskrcnn/tf.reshape_9/fake_quantize_I0/SymmQuant/mul/ReadVariableOp"; -"2344 maskrcnn/tf.reshape_9/fake_quantize_I0/SymmQuant/mul/ReadVariableOp" -> "2345 maskrcnn/tf.reshape_9/fake_quantize_I0/SymmQuant/mul"; -"2345 maskrcnn/tf.reshape_9/fake_quantize_I0/SymmQuant/mul" -> "2346 maskrcnn/tf.reshape_9/fake_quantize_I0/SymmQuant/FakeQuantWithMinMaxVars"; -"2346 maskrcnn/tf.reshape_9/fake_quantize_I0/SymmQuant/FakeQuantWithMinMaxVars" -> "2384 maskrcnn/tf.reshape_9/Reshape"; -"2347 maskrcnn/tf.reshape_7/fake_quantize_I0/SymmQuant/Abs/ReadVariableOp/resource" -> "2348 maskrcnn/tf.reshape_7/fake_quantize_I0/SymmQuant/Abs/ReadVariableOp"; -"2348 maskrcnn/tf.reshape_7/fake_quantize_I0/SymmQuant/Abs/ReadVariableOp" -> "2349 maskrcnn/tf.reshape_7/fake_quantize_I0/SymmQuant/Abs"; -"2349 maskrcnn/tf.reshape_7/fake_quantize_I0/SymmQuant/Abs" -> "2351 maskrcnn/tf.reshape_7/fake_quantize_I0/SymmQuant/add"; -"2350 maskrcnn/tf.reshape_7/fake_quantize_I0/SymmQuant/add/y" -> "2351 maskrcnn/tf.reshape_7/fake_quantize_I0/SymmQuant/add"; -"2351 maskrcnn/tf.reshape_7/fake_quantize_I0/SymmQuant/add" -> "2354 maskrcnn/tf.reshape_7/fake_quantize_I0/SymmQuant/mul"; -"2351 maskrcnn/tf.reshape_7/fake_quantize_I0/SymmQuant/add" -> "2355 maskrcnn/tf.reshape_7/fake_quantize_I0/SymmQuant/FakeQuantWithMinMaxVars"; -"2352 maskrcnn/tf.reshape_7/fake_quantize_I0/SymmQuant/mul/ReadVariableOp/resource" -> "2353 maskrcnn/tf.reshape_7/fake_quantize_I0/SymmQuant/mul/ReadVariableOp"; -"2353 maskrcnn/tf.reshape_7/fake_quantize_I0/SymmQuant/mul/ReadVariableOp" -> "2354 maskrcnn/tf.reshape_7/fake_quantize_I0/SymmQuant/mul"; -"2354 maskrcnn/tf.reshape_7/fake_quantize_I0/SymmQuant/mul" -> "2355 maskrcnn/tf.reshape_7/fake_quantize_I0/SymmQuant/FakeQuantWithMinMaxVars"; -"2355 maskrcnn/tf.reshape_7/fake_quantize_I0/SymmQuant/FakeQuantWithMinMaxVars" -> "2386 maskrcnn/tf.reshape_7/Reshape"; -"2356 maskrcnn/tf.reshape_5/fake_quantize_I0/SymmQuant/Abs/ReadVariableOp/resource" -> "2357 maskrcnn/tf.reshape_5/fake_quantize_I0/SymmQuant/Abs/ReadVariableOp"; -"2357 maskrcnn/tf.reshape_5/fake_quantize_I0/SymmQuant/Abs/ReadVariableOp" -> "2358 maskrcnn/tf.reshape_5/fake_quantize_I0/SymmQuant/Abs"; -"2358 maskrcnn/tf.reshape_5/fake_quantize_I0/SymmQuant/Abs" -> "2360 maskrcnn/tf.reshape_5/fake_quantize_I0/SymmQuant/add"; -"2359 maskrcnn/tf.reshape_5/fake_quantize_I0/SymmQuant/add/y" -> "2360 maskrcnn/tf.reshape_5/fake_quantize_I0/SymmQuant/add"; -"2360 maskrcnn/tf.reshape_5/fake_quantize_I0/SymmQuant/add" -> "2363 maskrcnn/tf.reshape_5/fake_quantize_I0/SymmQuant/mul"; -"2360 maskrcnn/tf.reshape_5/fake_quantize_I0/SymmQuant/add" -> "2364 maskrcnn/tf.reshape_5/fake_quantize_I0/SymmQuant/FakeQuantWithMinMaxVars"; -"2361 maskrcnn/tf.reshape_5/fake_quantize_I0/SymmQuant/mul/ReadVariableOp/resource" -> "2362 maskrcnn/tf.reshape_5/fake_quantize_I0/SymmQuant/mul/ReadVariableOp"; -"2362 maskrcnn/tf.reshape_5/fake_quantize_I0/SymmQuant/mul/ReadVariableOp" -> "2363 maskrcnn/tf.reshape_5/fake_quantize_I0/SymmQuant/mul"; -"2363 maskrcnn/tf.reshape_5/fake_quantize_I0/SymmQuant/mul" -> "2364 maskrcnn/tf.reshape_5/fake_quantize_I0/SymmQuant/FakeQuantWithMinMaxVars"; -"2364 maskrcnn/tf.reshape_5/fake_quantize_I0/SymmQuant/FakeQuantWithMinMaxVars" -> "2388 maskrcnn/tf.reshape_5/Reshape"; -"2365 maskrcnn/tf.reshape_3/fake_quantize_I0/SymmQuant/Abs/ReadVariableOp/resource" -> "2366 maskrcnn/tf.reshape_3/fake_quantize_I0/SymmQuant/Abs/ReadVariableOp"; -"2366 maskrcnn/tf.reshape_3/fake_quantize_I0/SymmQuant/Abs/ReadVariableOp" -> "2367 maskrcnn/tf.reshape_3/fake_quantize_I0/SymmQuant/Abs"; -"2367 maskrcnn/tf.reshape_3/fake_quantize_I0/SymmQuant/Abs" -> "2369 maskrcnn/tf.reshape_3/fake_quantize_I0/SymmQuant/add"; -"2368 maskrcnn/tf.reshape_3/fake_quantize_I0/SymmQuant/add/y" -> "2369 maskrcnn/tf.reshape_3/fake_quantize_I0/SymmQuant/add"; -"2369 maskrcnn/tf.reshape_3/fake_quantize_I0/SymmQuant/add" -> "2372 maskrcnn/tf.reshape_3/fake_quantize_I0/SymmQuant/mul"; -"2369 maskrcnn/tf.reshape_3/fake_quantize_I0/SymmQuant/add" -> "2373 maskrcnn/tf.reshape_3/fake_quantize_I0/SymmQuant/FakeQuantWithMinMaxVars"; -"2370 maskrcnn/tf.reshape_3/fake_quantize_I0/SymmQuant/mul/ReadVariableOp/resource" -> "2371 maskrcnn/tf.reshape_3/fake_quantize_I0/SymmQuant/mul/ReadVariableOp"; -"2371 maskrcnn/tf.reshape_3/fake_quantize_I0/SymmQuant/mul/ReadVariableOp" -> "2372 maskrcnn/tf.reshape_3/fake_quantize_I0/SymmQuant/mul"; -"2372 maskrcnn/tf.reshape_3/fake_quantize_I0/SymmQuant/mul" -> "2373 maskrcnn/tf.reshape_3/fake_quantize_I0/SymmQuant/FakeQuantWithMinMaxVars"; -"2373 maskrcnn/tf.reshape_3/fake_quantize_I0/SymmQuant/FakeQuantWithMinMaxVars" -> "2390 maskrcnn/tf.reshape_3/Reshape"; -"2374 maskrcnn/tf.reshape_1/fake_quantize_I0/SymmQuant/Abs/ReadVariableOp/resource" -> "2375 maskrcnn/tf.reshape_1/fake_quantize_I0/SymmQuant/Abs/ReadVariableOp"; 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maskrcnn/tf.reshape_1/fake_quantize_I0/SymmQuant/mul" -> "2382 maskrcnn/tf.reshape_1/fake_quantize_I0/SymmQuant/FakeQuantWithMinMaxVars"; -"2382 maskrcnn/tf.reshape_1/fake_quantize_I0/SymmQuant/FakeQuantWithMinMaxVars" -> "2392 maskrcnn/tf.reshape_1/Reshape"; -"2383 maskrcnn/tf.reshape_9/Reshape/shape" -> "2384 maskrcnn/tf.reshape_9/Reshape"; -"2384 maskrcnn/tf.reshape_9/Reshape" -> "2396 maskrcnn/tf.__operators__.getitem_20/strided_slice"; -"2384 maskrcnn/tf.reshape_9/Reshape" -> "2400 maskrcnn/tf.__operators__.getitem_19/strided_slice"; -"2384 maskrcnn/tf.reshape_9/Reshape" -> "2475 maskrcnn/tf.__operators__.getitem_18/strided_slice"; -"2384 maskrcnn/tf.reshape_9/Reshape" -> "2488 maskrcnn/tf.__operators__.getitem_17/strided_slice"; -"2385 maskrcnn/tf.reshape_7/Reshape/shape" -> "2386 maskrcnn/tf.reshape_7/Reshape"; -"2386 maskrcnn/tf.reshape_7/Reshape" -> "2404 maskrcnn/tf.__operators__.getitem_16/strided_slice"; -"2386 maskrcnn/tf.reshape_7/Reshape" -> "2408 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maskrcnn/tf.__operators__.add_36/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "2868 maskrcnn/tf.__operators__.add_36/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"2868 maskrcnn/tf.__operators__.add_36/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "2869 maskrcnn/tf.__operators__.add_36/fake_quantize/SymmQuant/mul"; -"2869 maskrcnn/tf.__operators__.add_36/fake_quantize/SymmQuant/mul" -> "2870 maskrcnn/tf.__operators__.add_36/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2870 maskrcnn/tf.__operators__.add_36/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "3042 maskrcnn/tf.math.subtract_33/Sub"; -"2871 maskrcnn/tf.math.multiply_29/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "2872 maskrcnn/tf.math.multiply_29/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"2872 maskrcnn/tf.math.multiply_29/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "2873 maskrcnn/tf.math.multiply_29/fake_quantize/SymmQuant/Abs"; -"2873 maskrcnn/tf.math.multiply_29/fake_quantize/SymmQuant/Abs" -> "2875 maskrcnn/tf.math.multiply_29/fake_quantize/SymmQuant/add"; -"2874 maskrcnn/tf.math.multiply_29/fake_quantize/SymmQuant/add/y" -> "2875 maskrcnn/tf.math.multiply_29/fake_quantize/SymmQuant/add"; -"2875 maskrcnn/tf.math.multiply_29/fake_quantize/SymmQuant/add" -> "2878 maskrcnn/tf.math.multiply_29/fake_quantize/SymmQuant/mul"; -"2875 maskrcnn/tf.math.multiply_29/fake_quantize/SymmQuant/add" -> "2879 maskrcnn/tf.math.multiply_29/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2876 maskrcnn/tf.math.multiply_29/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "2877 maskrcnn/tf.math.multiply_29/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"2877 maskrcnn/tf.math.multiply_29/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "2878 maskrcnn/tf.math.multiply_29/fake_quantize/SymmQuant/mul"; -"2878 maskrcnn/tf.math.multiply_29/fake_quantize/SymmQuant/mul" -> "2879 maskrcnn/tf.math.multiply_29/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2879 maskrcnn/tf.math.multiply_29/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "3042 maskrcnn/tf.math.subtract_33/Sub"; -"2880 maskrcnn/tf.__operators__.add_35/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "2881 maskrcnn/tf.__operators__.add_35/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"2881 maskrcnn/tf.__operators__.add_35/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "2882 maskrcnn/tf.__operators__.add_35/fake_quantize/SymmQuant/Abs"; -"2882 maskrcnn/tf.__operators__.add_35/fake_quantize/SymmQuant/Abs" -> "2884 maskrcnn/tf.__operators__.add_35/fake_quantize/SymmQuant/add"; -"2883 maskrcnn/tf.__operators__.add_35/fake_quantize/SymmQuant/add/y" -> "2884 maskrcnn/tf.__operators__.add_35/fake_quantize/SymmQuant/add"; -"2884 maskrcnn/tf.__operators__.add_35/fake_quantize/SymmQuant/add" -> "2887 maskrcnn/tf.__operators__.add_35/fake_quantize/SymmQuant/mul"; -"2884 maskrcnn/tf.__operators__.add_35/fake_quantize/SymmQuant/add" -> "2888 maskrcnn/tf.__operators__.add_35/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2885 maskrcnn/tf.__operators__.add_35/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "2886 maskrcnn/tf.__operators__.add_35/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"2886 maskrcnn/tf.__operators__.add_35/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "2887 maskrcnn/tf.__operators__.add_35/fake_quantize/SymmQuant/mul"; -"2887 maskrcnn/tf.__operators__.add_35/fake_quantize/SymmQuant/mul" -> "2888 maskrcnn/tf.__operators__.add_35/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2888 maskrcnn/tf.__operators__.add_35/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "3043 maskrcnn/tf.math.subtract_32/Sub"; -"2889 maskrcnn/tf.math.multiply_28/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "2890 maskrcnn/tf.math.multiply_28/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"2890 maskrcnn/tf.math.multiply_28/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "2891 maskrcnn/tf.math.multiply_28/fake_quantize/SymmQuant/Abs"; -"2891 maskrcnn/tf.math.multiply_28/fake_quantize/SymmQuant/Abs" -> "2893 maskrcnn/tf.math.multiply_28/fake_quantize/SymmQuant/add"; -"2892 maskrcnn/tf.math.multiply_28/fake_quantize/SymmQuant/add/y" -> "2893 maskrcnn/tf.math.multiply_28/fake_quantize/SymmQuant/add"; -"2893 maskrcnn/tf.math.multiply_28/fake_quantize/SymmQuant/add" -> "2896 maskrcnn/tf.math.multiply_28/fake_quantize/SymmQuant/mul"; -"2893 maskrcnn/tf.math.multiply_28/fake_quantize/SymmQuant/add" -> "2897 maskrcnn/tf.math.multiply_28/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2894 maskrcnn/tf.math.multiply_28/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "2895 maskrcnn/tf.math.multiply_28/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"2895 maskrcnn/tf.math.multiply_28/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "2896 maskrcnn/tf.math.multiply_28/fake_quantize/SymmQuant/mul"; -"2896 maskrcnn/tf.math.multiply_28/fake_quantize/SymmQuant/mul" -> "2897 maskrcnn/tf.math.multiply_28/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2897 maskrcnn/tf.math.multiply_28/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "3043 maskrcnn/tf.math.subtract_32/Sub"; -"2898 maskrcnn/tf.__operators__.add_32/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "2899 maskrcnn/tf.__operators__.add_32/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"2899 maskrcnn/tf.__operators__.add_32/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "2900 maskrcnn/tf.__operators__.add_32/fake_quantize/SymmQuant/Abs"; -"2900 maskrcnn/tf.__operators__.add_32/fake_quantize/SymmQuant/Abs" -> "2902 maskrcnn/tf.__operators__.add_32/fake_quantize/SymmQuant/add"; -"2901 maskrcnn/tf.__operators__.add_32/fake_quantize/SymmQuant/add/y" -> "2902 maskrcnn/tf.__operators__.add_32/fake_quantize/SymmQuant/add"; -"2902 maskrcnn/tf.__operators__.add_32/fake_quantize/SymmQuant/add" -> "2905 maskrcnn/tf.__operators__.add_32/fake_quantize/SymmQuant/mul"; -"2902 maskrcnn/tf.__operators__.add_32/fake_quantize/SymmQuant/add" -> "2906 maskrcnn/tf.__operators__.add_32/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2903 maskrcnn/tf.__operators__.add_32/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "2904 maskrcnn/tf.__operators__.add_32/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"2904 maskrcnn/tf.__operators__.add_32/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "2905 maskrcnn/tf.__operators__.add_32/fake_quantize/SymmQuant/mul"; -"2905 maskrcnn/tf.__operators__.add_32/fake_quantize/SymmQuant/mul" -> "2906 maskrcnn/tf.__operators__.add_32/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2906 maskrcnn/tf.__operators__.add_32/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "3044 maskrcnn/tf.math.subtract_25/Sub"; -"2907 maskrcnn/tf.math.multiply_23/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "2908 maskrcnn/tf.math.multiply_23/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"2908 maskrcnn/tf.math.multiply_23/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "2909 maskrcnn/tf.math.multiply_23/fake_quantize/SymmQuant/Abs"; -"2909 maskrcnn/tf.math.multiply_23/fake_quantize/SymmQuant/Abs" -> "2911 maskrcnn/tf.math.multiply_23/fake_quantize/SymmQuant/add"; -"2910 maskrcnn/tf.math.multiply_23/fake_quantize/SymmQuant/add/y" -> "2911 maskrcnn/tf.math.multiply_23/fake_quantize/SymmQuant/add"; -"2911 maskrcnn/tf.math.multiply_23/fake_quantize/SymmQuant/add" -> "2914 maskrcnn/tf.math.multiply_23/fake_quantize/SymmQuant/mul"; -"2911 maskrcnn/tf.math.multiply_23/fake_quantize/SymmQuant/add" -> "2915 maskrcnn/tf.math.multiply_23/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2912 maskrcnn/tf.math.multiply_23/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "2913 maskrcnn/tf.math.multiply_23/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"2913 maskrcnn/tf.math.multiply_23/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "2914 maskrcnn/tf.math.multiply_23/fake_quantize/SymmQuant/mul"; -"2914 maskrcnn/tf.math.multiply_23/fake_quantize/SymmQuant/mul" -> "2915 maskrcnn/tf.math.multiply_23/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2915 maskrcnn/tf.math.multiply_23/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "3044 maskrcnn/tf.math.subtract_25/Sub"; -"2916 maskrcnn/tf.__operators__.add_31/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "2917 maskrcnn/tf.__operators__.add_31/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"2917 maskrcnn/tf.__operators__.add_31/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "2918 maskrcnn/tf.__operators__.add_31/fake_quantize/SymmQuant/Abs"; -"2918 maskrcnn/tf.__operators__.add_31/fake_quantize/SymmQuant/Abs" -> "2920 maskrcnn/tf.__operators__.add_31/fake_quantize/SymmQuant/add"; -"2919 maskrcnn/tf.__operators__.add_31/fake_quantize/SymmQuant/add/y" -> "2920 maskrcnn/tf.__operators__.add_31/fake_quantize/SymmQuant/add"; -"2920 maskrcnn/tf.__operators__.add_31/fake_quantize/SymmQuant/add" -> "2923 maskrcnn/tf.__operators__.add_31/fake_quantize/SymmQuant/mul"; -"2920 maskrcnn/tf.__operators__.add_31/fake_quantize/SymmQuant/add" -> "2924 maskrcnn/tf.__operators__.add_31/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2921 maskrcnn/tf.__operators__.add_31/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "2922 maskrcnn/tf.__operators__.add_31/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"2922 maskrcnn/tf.__operators__.add_31/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "2923 maskrcnn/tf.__operators__.add_31/fake_quantize/SymmQuant/mul"; -"2923 maskrcnn/tf.__operators__.add_31/fake_quantize/SymmQuant/mul" -> "2924 maskrcnn/tf.__operators__.add_31/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2924 maskrcnn/tf.__operators__.add_31/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "3045 maskrcnn/tf.math.subtract_24/Sub"; -"2925 maskrcnn/tf.math.multiply_22/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "2926 maskrcnn/tf.math.multiply_22/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"2926 maskrcnn/tf.math.multiply_22/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "2927 maskrcnn/tf.math.multiply_22/fake_quantize/SymmQuant/Abs"; -"2927 maskrcnn/tf.math.multiply_22/fake_quantize/SymmQuant/Abs" -> "2929 maskrcnn/tf.math.multiply_22/fake_quantize/SymmQuant/add"; -"2928 maskrcnn/tf.math.multiply_22/fake_quantize/SymmQuant/add/y" -> "2929 maskrcnn/tf.math.multiply_22/fake_quantize/SymmQuant/add"; -"2929 maskrcnn/tf.math.multiply_22/fake_quantize/SymmQuant/add" -> "2932 maskrcnn/tf.math.multiply_22/fake_quantize/SymmQuant/mul"; -"2929 maskrcnn/tf.math.multiply_22/fake_quantize/SymmQuant/add" -> "2933 maskrcnn/tf.math.multiply_22/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2930 maskrcnn/tf.math.multiply_22/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "2931 maskrcnn/tf.math.multiply_22/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"2931 maskrcnn/tf.math.multiply_22/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "2932 maskrcnn/tf.math.multiply_22/fake_quantize/SymmQuant/mul"; -"2932 maskrcnn/tf.math.multiply_22/fake_quantize/SymmQuant/mul" -> "2933 maskrcnn/tf.math.multiply_22/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2933 maskrcnn/tf.math.multiply_22/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "3045 maskrcnn/tf.math.subtract_24/Sub"; -"2934 maskrcnn/tf.__operators__.add_28/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "2935 maskrcnn/tf.__operators__.add_28/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"2935 maskrcnn/tf.__operators__.add_28/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "2936 maskrcnn/tf.__operators__.add_28/fake_quantize/SymmQuant/Abs"; -"2936 maskrcnn/tf.__operators__.add_28/fake_quantize/SymmQuant/Abs" -> "2938 maskrcnn/tf.__operators__.add_28/fake_quantize/SymmQuant/add"; -"2937 maskrcnn/tf.__operators__.add_28/fake_quantize/SymmQuant/add/y" -> "2938 maskrcnn/tf.__operators__.add_28/fake_quantize/SymmQuant/add"; -"2938 maskrcnn/tf.__operators__.add_28/fake_quantize/SymmQuant/add" -> "2941 maskrcnn/tf.__operators__.add_28/fake_quantize/SymmQuant/mul"; -"2938 maskrcnn/tf.__operators__.add_28/fake_quantize/SymmQuant/add" -> "2942 maskrcnn/tf.__operators__.add_28/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2939 maskrcnn/tf.__operators__.add_28/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "2940 maskrcnn/tf.__operators__.add_28/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"2940 maskrcnn/tf.__operators__.add_28/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "2941 maskrcnn/tf.__operators__.add_28/fake_quantize/SymmQuant/mul"; -"2941 maskrcnn/tf.__operators__.add_28/fake_quantize/SymmQuant/mul" -> "2942 maskrcnn/tf.__operators__.add_28/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2942 maskrcnn/tf.__operators__.add_28/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "3046 maskrcnn/tf.math.subtract_17/Sub"; -"2943 maskrcnn/tf.math.multiply_17/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "2944 maskrcnn/tf.math.multiply_17/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"2944 maskrcnn/tf.math.multiply_17/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "2945 maskrcnn/tf.math.multiply_17/fake_quantize/SymmQuant/Abs"; -"2945 maskrcnn/tf.math.multiply_17/fake_quantize/SymmQuant/Abs" -> "2947 maskrcnn/tf.math.multiply_17/fake_quantize/SymmQuant/add"; -"2946 maskrcnn/tf.math.multiply_17/fake_quantize/SymmQuant/add/y" -> "2947 maskrcnn/tf.math.multiply_17/fake_quantize/SymmQuant/add"; -"2947 maskrcnn/tf.math.multiply_17/fake_quantize/SymmQuant/add" -> "2950 maskrcnn/tf.math.multiply_17/fake_quantize/SymmQuant/mul"; -"2947 maskrcnn/tf.math.multiply_17/fake_quantize/SymmQuant/add" -> "2951 maskrcnn/tf.math.multiply_17/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2948 maskrcnn/tf.math.multiply_17/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "2949 maskrcnn/tf.math.multiply_17/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"2949 maskrcnn/tf.math.multiply_17/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "2950 maskrcnn/tf.math.multiply_17/fake_quantize/SymmQuant/mul"; -"2950 maskrcnn/tf.math.multiply_17/fake_quantize/SymmQuant/mul" -> "2951 maskrcnn/tf.math.multiply_17/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2951 maskrcnn/tf.math.multiply_17/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "3046 maskrcnn/tf.math.subtract_17/Sub"; -"2952 maskrcnn/tf.__operators__.add_27/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "2953 maskrcnn/tf.__operators__.add_27/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"2953 maskrcnn/tf.__operators__.add_27/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "2954 maskrcnn/tf.__operators__.add_27/fake_quantize/SymmQuant/Abs"; -"2954 maskrcnn/tf.__operators__.add_27/fake_quantize/SymmQuant/Abs" -> "2956 maskrcnn/tf.__operators__.add_27/fake_quantize/SymmQuant/add"; -"2955 maskrcnn/tf.__operators__.add_27/fake_quantize/SymmQuant/add/y" -> "2956 maskrcnn/tf.__operators__.add_27/fake_quantize/SymmQuant/add"; -"2956 maskrcnn/tf.__operators__.add_27/fake_quantize/SymmQuant/add" -> "2959 maskrcnn/tf.__operators__.add_27/fake_quantize/SymmQuant/mul"; -"2956 maskrcnn/tf.__operators__.add_27/fake_quantize/SymmQuant/add" -> "2960 maskrcnn/tf.__operators__.add_27/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2957 maskrcnn/tf.__operators__.add_27/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "2958 maskrcnn/tf.__operators__.add_27/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"2958 maskrcnn/tf.__operators__.add_27/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "2959 maskrcnn/tf.__operators__.add_27/fake_quantize/SymmQuant/mul"; -"2959 maskrcnn/tf.__operators__.add_27/fake_quantize/SymmQuant/mul" -> "2960 maskrcnn/tf.__operators__.add_27/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"2960 maskrcnn/tf.__operators__.add_27/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "3047 maskrcnn/tf.math.subtract_16/Sub"; -"2961 maskrcnn/tf.math.multiply_16/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "2962 maskrcnn/tf.math.multiply_16/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"2962 maskrcnn/tf.math.multiply_16/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "2963 maskrcnn/tf.math.multiply_16/fake_quantize/SymmQuant/Abs"; -"2963 maskrcnn/tf.math.multiply_16/fake_quantize/SymmQuant/Abs" -> "2965 maskrcnn/tf.math.multiply_16/fake_quantize/SymmQuant/add"; -"2964 maskrcnn/tf.math.multiply_16/fake_quantize/SymmQuant/add/y" -> "2965 maskrcnn/tf.math.multiply_16/fake_quantize/SymmQuant/add"; -"2965 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-"3583 maskrcnn/tf.concat_4/concat/axis" -> "3584 maskrcnn/tf.concat_4/concat"; -"3584 maskrcnn/tf.concat_4/concat" -> "3657 maskrcnn/tf.math.minimum_14/Minimum"; -"3585 maskrcnn/tf.stack_4/stack" -> "3657 maskrcnn/tf.math.minimum_14/Minimum"; -"3586 maskrcnn/tf.concat_3/concat/axis" -> "3587 maskrcnn/tf.concat_3/concat"; -"3587 maskrcnn/tf.concat_3/concat" -> "3658 maskrcnn/tf.math.minimum_11/Minimum"; -"3588 maskrcnn/tf.stack_3/stack" -> "3658 maskrcnn/tf.math.minimum_11/Minimum"; -"3589 maskrcnn/tf.concat_2/concat/axis" -> "3590 maskrcnn/tf.concat_2/concat"; -"3590 maskrcnn/tf.concat_2/concat" -> "3659 maskrcnn/tf.math.minimum_8/Minimum"; -"3591 maskrcnn/tf.stack_2/stack" -> "3659 maskrcnn/tf.math.minimum_8/Minimum"; -"3592 maskrcnn/tf.concat_1/concat/axis" -> "3593 maskrcnn/tf.concat_1/concat"; -"3593 maskrcnn/tf.concat_1/concat" -> "3660 maskrcnn/tf.math.minimum_5/Minimum"; -"3594 maskrcnn/tf.stack_1/stack" -> "3660 maskrcnn/tf.math.minimum_5/Minimum"; -"3595 maskrcnn/tf.concat/concat/axis" -> "3596 maskrcnn/tf.concat/concat"; -"3596 maskrcnn/tf.concat/concat" -> "3661 maskrcnn/tf.math.minimum_2/Minimum"; -"3597 maskrcnn/tf.stack/stack" -> "3661 maskrcnn/tf.math.minimum_2/Minimum"; -"3598 maskrcnn/rpn-class/SymmQuant/Abs/ReadVariableOp/resource" -> "3599 maskrcnn/rpn-class/SymmQuant/Abs/ReadVariableOp"; -"3598 maskrcnn/rpn-class/SymmQuant/Abs/ReadVariableOp/resource" -> "3613 maskrcnn/rpn-class/SymmQuant_1/Abs/ReadVariableOp"; -"3598 maskrcnn/rpn-class/SymmQuant/Abs/ReadVariableOp/resource" -> "3624 maskrcnn/rpn-class/SymmQuant_2/Abs/ReadVariableOp"; -"3598 maskrcnn/rpn-class/SymmQuant/Abs/ReadVariableOp/resource" -> "3635 maskrcnn/rpn-class/SymmQuant_3/Abs/ReadVariableOp"; -"3598 maskrcnn/rpn-class/SymmQuant/Abs/ReadVariableOp/resource" -> "3646 maskrcnn/rpn-class/SymmQuant_4/Abs/ReadVariableOp"; -"3599 maskrcnn/rpn-class/SymmQuant/Abs/ReadVariableOp" -> "3600 maskrcnn/rpn-class/SymmQuant/Abs"; -"3600 maskrcnn/rpn-class/SymmQuant/Abs" -> 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maskrcnn/rpn-class/SymmQuant/mul/ReadVariableOp" -> "3605 maskrcnn/rpn-class/SymmQuant/mul"; -"3605 maskrcnn/rpn-class/SymmQuant/mul" -> "3608 maskrcnn/rpn-class/SymmQuant/FakeQuantWithMinMaxVars"; -"3606 maskrcnn/rpn-class/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "3607 maskrcnn/rpn-class/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"3606 maskrcnn/rpn-class/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "3619 maskrcnn/rpn-class/SymmQuant_1/FakeQuantWithMinMaxVars/ReadVariableOp"; -"3606 maskrcnn/rpn-class/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "3630 maskrcnn/rpn-class/SymmQuant_2/FakeQuantWithMinMaxVars/ReadVariableOp"; -"3606 maskrcnn/rpn-class/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "3641 maskrcnn/rpn-class/SymmQuant_3/FakeQuantWithMinMaxVars/ReadVariableOp"; -"3606 maskrcnn/rpn-class/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "3652 maskrcnn/rpn-class/SymmQuant_4/FakeQuantWithMinMaxVars/ReadVariableOp"; -"3607 maskrcnn/rpn-class/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "3608 maskrcnn/rpn-class/SymmQuant/FakeQuantWithMinMaxVars"; -"3608 maskrcnn/rpn-class/SymmQuant/FakeQuantWithMinMaxVars" -> "3609 maskrcnn/rpn-class/Conv2D"; -"3609 maskrcnn/rpn-class/Conv2D" -> "3612 maskrcnn/rpn-class/BiasAdd"; -"3610 maskrcnn/rpn-class/BiasAdd/ReadVariableOp/resource" -> "3611 maskrcnn/rpn-class/BiasAdd/ReadVariableOp"; -"3610 maskrcnn/rpn-class/BiasAdd/ReadVariableOp/resource" -> "3622 maskrcnn/rpn-class/BiasAdd_1/ReadVariableOp"; -"3610 maskrcnn/rpn-class/BiasAdd/ReadVariableOp/resource" -> "3633 maskrcnn/rpn-class/BiasAdd_2/ReadVariableOp"; -"3610 maskrcnn/rpn-class/BiasAdd/ReadVariableOp/resource" -> "3644 maskrcnn/rpn-class/BiasAdd_3/ReadVariableOp"; -"3610 maskrcnn/rpn-class/BiasAdd/ReadVariableOp/resource" -> "3655 maskrcnn/rpn-class/BiasAdd_4/ReadVariableOp"; -"3611 maskrcnn/rpn-class/BiasAdd/ReadVariableOp" -> "3612 maskrcnn/rpn-class/BiasAdd"; -"3612 maskrcnn/rpn-class/BiasAdd" -> "3663 maskrcnn/tf.reshape_8/Reshape"; -"3612 maskrcnn/rpn-class/BiasAdd" -> "19995 Identity_16"; -"3613 maskrcnn/rpn-class/SymmQuant_1/Abs/ReadVariableOp" -> "3614 maskrcnn/rpn-class/SymmQuant_1/Abs"; -"3614 maskrcnn/rpn-class/SymmQuant_1/Abs" -> "3616 maskrcnn/rpn-class/SymmQuant_1/add"; -"3615 maskrcnn/rpn-class/SymmQuant_1/add/y" -> "3616 maskrcnn/rpn-class/SymmQuant_1/add"; -"3616 maskrcnn/rpn-class/SymmQuant_1/add" -> "3618 maskrcnn/rpn-class/SymmQuant_1/mul"; -"3616 maskrcnn/rpn-class/SymmQuant_1/add" -> "3620 maskrcnn/rpn-class/SymmQuant_1/FakeQuantWithMinMaxVars"; -"3617 maskrcnn/rpn-class/SymmQuant_1/mul/ReadVariableOp" -> "3618 maskrcnn/rpn-class/SymmQuant_1/mul"; -"3618 maskrcnn/rpn-class/SymmQuant_1/mul" -> "3620 maskrcnn/rpn-class/SymmQuant_1/FakeQuantWithMinMaxVars"; -"3619 maskrcnn/rpn-class/SymmQuant_1/FakeQuantWithMinMaxVars/ReadVariableOp" -> "3620 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maskrcnn/tf.math.subtract_41/fake_quantize/SymmQuant/Abs"; -"3878 maskrcnn/tf.math.subtract_41/fake_quantize/SymmQuant/Abs" -> "3880 maskrcnn/tf.math.subtract_41/fake_quantize/SymmQuant/add"; -"3879 maskrcnn/tf.math.subtract_41/fake_quantize/SymmQuant/add/y" -> "3880 maskrcnn/tf.math.subtract_41/fake_quantize/SymmQuant/add"; -"3880 maskrcnn/tf.math.subtract_41/fake_quantize/SymmQuant/add" -> "3883 maskrcnn/tf.math.subtract_41/fake_quantize/SymmQuant/mul"; -"3880 maskrcnn/tf.math.subtract_41/fake_quantize/SymmQuant/add" -> "3884 maskrcnn/tf.math.subtract_41/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"3881 maskrcnn/tf.math.subtract_41/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "3882 maskrcnn/tf.math.subtract_41/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"3882 maskrcnn/tf.math.subtract_41/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "3883 maskrcnn/tf.math.subtract_41/fake_quantize/SymmQuant/mul"; -"3883 maskrcnn/tf.math.subtract_41/fake_quantize/SymmQuant/mul" -> "3884 maskrcnn/tf.math.subtract_41/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"3884 maskrcnn/tf.math.subtract_41/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "3885 maskrcnn/tf.math.multiply_31/Mul"; -"3884 maskrcnn/tf.math.subtract_41/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "3959 maskrcnn/tf.math.truediv_3/truediv"; -"3885 maskrcnn/tf.math.multiply_31/Mul" -> "3894 maskrcnn/tf.math.multiply_31/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"3886 maskrcnn/tf.math.multiply_31/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "3887 maskrcnn/tf.math.multiply_31/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"3887 maskrcnn/tf.math.multiply_31/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "3888 maskrcnn/tf.math.multiply_31/fake_quantize/SymmQuant/Abs"; -"3888 maskrcnn/tf.math.multiply_31/fake_quantize/SymmQuant/Abs" -> "3890 maskrcnn/tf.math.multiply_31/fake_quantize/SymmQuant/add"; -"3889 maskrcnn/tf.math.multiply_31/fake_quantize/SymmQuant/add/y" -> "3890 maskrcnn/tf.math.multiply_31/fake_quantize/SymmQuant/add"; -"3890 maskrcnn/tf.math.multiply_31/fake_quantize/SymmQuant/add" -> "3893 maskrcnn/tf.math.multiply_31/fake_quantize/SymmQuant/mul"; -"3890 maskrcnn/tf.math.multiply_31/fake_quantize/SymmQuant/add" -> "3894 maskrcnn/tf.math.multiply_31/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"3891 maskrcnn/tf.math.multiply_31/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "3892 maskrcnn/tf.math.multiply_31/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"3892 maskrcnn/tf.math.multiply_31/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "3893 maskrcnn/tf.math.multiply_31/fake_quantize/SymmQuant/mul"; -"3893 maskrcnn/tf.math.multiply_31/fake_quantize/SymmQuant/mul" -> "3894 maskrcnn/tf.math.multiply_31/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"3894 maskrcnn/tf.math.multiply_31/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "3895 maskrcnn/tf.math.sqrt/Sqrt"; -"3895 maskrcnn/tf.math.sqrt/Sqrt" -> "3904 maskrcnn/tf.math.sqrt/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"3896 maskrcnn/tf.math.sqrt/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "3897 maskrcnn/tf.math.sqrt/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"3897 maskrcnn/tf.math.sqrt/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "3898 maskrcnn/tf.math.sqrt/fake_quantize/SymmQuant/Abs"; -"3898 maskrcnn/tf.math.sqrt/fake_quantize/SymmQuant/Abs" -> "3900 maskrcnn/tf.math.sqrt/fake_quantize/SymmQuant/add"; -"3899 maskrcnn/tf.math.sqrt/fake_quantize/SymmQuant/add/y" -> "3900 maskrcnn/tf.math.sqrt/fake_quantize/SymmQuant/add"; -"3900 maskrcnn/tf.math.sqrt/fake_quantize/SymmQuant/add" -> "3903 maskrcnn/tf.math.sqrt/fake_quantize/SymmQuant/mul"; -"3900 maskrcnn/tf.math.sqrt/fake_quantize/SymmQuant/add" -> "3904 maskrcnn/tf.math.sqrt/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"3901 maskrcnn/tf.math.sqrt/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "3902 maskrcnn/tf.math.sqrt/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"3902 maskrcnn/tf.math.sqrt/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "3903 maskrcnn/tf.math.sqrt/fake_quantize/SymmQuant/mul"; -"3903 maskrcnn/tf.math.sqrt/fake_quantize/SymmQuant/mul" -> "3904 maskrcnn/tf.math.sqrt/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"3904 maskrcnn/tf.math.sqrt/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "3906 maskrcnn/tf.math.truediv/truediv"; -"3905 maskrcnn/tf.math.truediv/truediv/y" -> "3906 maskrcnn/tf.math.truediv/truediv"; -"3906 maskrcnn/tf.math.truediv/truediv" -> "3907 maskrcnn/tf.math.log/Log"; -"3907 maskrcnn/tf.math.log/Log" -> "3916 maskrcnn/tf.math.log/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"3908 maskrcnn/tf.math.log/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "3909 maskrcnn/tf.math.log/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"3909 maskrcnn/tf.math.log/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "3910 maskrcnn/tf.math.log/fake_quantize/SymmQuant/Abs"; -"3910 maskrcnn/tf.math.log/fake_quantize/SymmQuant/Abs" -> "3912 maskrcnn/tf.math.log/fake_quantize/SymmQuant/add"; -"3911 maskrcnn/tf.math.log/fake_quantize/SymmQuant/add/y" -> "3912 maskrcnn/tf.math.log/fake_quantize/SymmQuant/add"; -"3912 maskrcnn/tf.math.log/fake_quantize/SymmQuant/add" -> "3915 maskrcnn/tf.math.log/fake_quantize/SymmQuant/mul"; -"3912 maskrcnn/tf.math.log/fake_quantize/SymmQuant/add" -> "3916 maskrcnn/tf.math.log/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"3913 maskrcnn/tf.math.log/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "3914 maskrcnn/tf.math.log/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"3914 maskrcnn/tf.math.log/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "3915 maskrcnn/tf.math.log/fake_quantize/SymmQuant/mul"; -"3915 maskrcnn/tf.math.log/fake_quantize/SymmQuant/mul" -> "3916 maskrcnn/tf.math.log/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"3916 maskrcnn/tf.math.log/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "3918 maskrcnn/tf.compat.v1.floor_div/FloorDiv"; -"3917 maskrcnn/tf.compat.v1.floor_div/FloorDiv/y" -> "3918 maskrcnn/tf.compat.v1.floor_div/FloorDiv"; -"3918 maskrcnn/tf.compat.v1.floor_div/FloorDiv" -> "3927 maskrcnn/tf.compat.v1.floor_div/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"3919 maskrcnn/tf.compat.v1.floor_div/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "3920 maskrcnn/tf.compat.v1.floor_div/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"3920 maskrcnn/tf.compat.v1.floor_div/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "3921 maskrcnn/tf.compat.v1.floor_div/fake_quantize/SymmQuant/Abs"; -"3921 maskrcnn/tf.compat.v1.floor_div/fake_quantize/SymmQuant/Abs" -> "3923 maskrcnn/tf.compat.v1.floor_div/fake_quantize/SymmQuant/add"; -"3922 maskrcnn/tf.compat.v1.floor_div/fake_quantize/SymmQuant/add/y" -> "3923 maskrcnn/tf.compat.v1.floor_div/fake_quantize/SymmQuant/add"; -"3923 maskrcnn/tf.compat.v1.floor_div/fake_quantize/SymmQuant/add" -> "3926 maskrcnn/tf.compat.v1.floor_div/fake_quantize/SymmQuant/mul"; -"3923 maskrcnn/tf.compat.v1.floor_div/fake_quantize/SymmQuant/add" -> "3927 maskrcnn/tf.compat.v1.floor_div/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"3924 maskrcnn/tf.compat.v1.floor_div/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "3925 maskrcnn/tf.compat.v1.floor_div/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"3925 maskrcnn/tf.compat.v1.floor_div/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "3926 maskrcnn/tf.compat.v1.floor_div/fake_quantize/SymmQuant/mul"; -"3926 maskrcnn/tf.compat.v1.floor_div/fake_quantize/SymmQuant/mul" -> "3927 maskrcnn/tf.compat.v1.floor_div/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"3927 maskrcnn/tf.compat.v1.floor_div/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "3929 maskrcnn/tf.__operators__.add_39/AddV2"; -"3928 maskrcnn/tf.__operators__.add_39/y" -> "3929 maskrcnn/tf.__operators__.add_39/AddV2"; -"3929 maskrcnn/tf.__operators__.add_39/AddV2" -> "3930 maskrcnn/tf.cast_20/Cast"; -"3930 maskrcnn/tf.cast_20/Cast" -> "3932 maskrcnn/tf.math.maximum_5/Maximum"; -"3931 maskrcnn/tf.math.maximum_5/Maximum/y" -> "3932 maskrcnn/tf.math.maximum_5/Maximum"; -"3932 maskrcnn/tf.math.maximum_5/Maximum" -> "3934 maskrcnn/tf.math.minimum_15/Minimum"; -"3934 maskrcnn/tf.math.minimum_15/Minimum" -> "3935 maskrcnn/tf.cast_21/Cast"; -"3934 maskrcnn/tf.math.minimum_15/Minimum" -> "3962 maskrcnn/tf.math.subtract_42/Sub"; -"3935 maskrcnn/tf.cast_21/Cast" -> "3944 maskrcnn/tf.cast_21/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"3936 maskrcnn/tf.cast_21/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "3937 maskrcnn/tf.cast_21/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"3937 maskrcnn/tf.cast_21/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "3938 maskrcnn/tf.cast_21/fake_quantize/SymmQuant/Abs"; -"3938 maskrcnn/tf.cast_21/fake_quantize/SymmQuant/Abs" -> "3940 maskrcnn/tf.cast_21/fake_quantize/SymmQuant/add"; -"3939 maskrcnn/tf.cast_21/fake_quantize/SymmQuant/add/y" -> "3940 maskrcnn/tf.cast_21/fake_quantize/SymmQuant/add"; -"3940 maskrcnn/tf.cast_21/fake_quantize/SymmQuant/add" -> "3943 maskrcnn/tf.cast_21/fake_quantize/SymmQuant/mul"; -"3940 maskrcnn/tf.cast_21/fake_quantize/SymmQuant/add" -> "3944 maskrcnn/tf.cast_21/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"3941 maskrcnn/tf.cast_21/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "3942 maskrcnn/tf.cast_21/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"3942 maskrcnn/tf.cast_21/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "3943 maskrcnn/tf.cast_21/fake_quantize/SymmQuant/mul"; -"3943 maskrcnn/tf.cast_21/fake_quantize/SymmQuant/mul" -> "3944 maskrcnn/tf.cast_21/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"3944 maskrcnn/tf.cast_21/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "3946 maskrcnn/tf.math.pow/Pow"; -"3946 maskrcnn/tf.math.pow/Pow" -> "3955 maskrcnn/tf.math.pow/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"3947 maskrcnn/tf.math.pow/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "3948 maskrcnn/tf.math.pow/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"3948 maskrcnn/tf.math.pow/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "3949 maskrcnn/tf.math.pow/fake_quantize/SymmQuant/Abs"; -"3949 maskrcnn/tf.math.pow/fake_quantize/SymmQuant/Abs" -> "3951 maskrcnn/tf.math.pow/fake_quantize/SymmQuant/add"; -"3950 maskrcnn/tf.math.pow/fake_quantize/SymmQuant/add/y" -> "3951 maskrcnn/tf.math.pow/fake_quantize/SymmQuant/add"; -"3951 maskrcnn/tf.math.pow/fake_quantize/SymmQuant/add" -> "3954 maskrcnn/tf.math.pow/fake_quantize/SymmQuant/mul"; -"3951 maskrcnn/tf.math.pow/fake_quantize/SymmQuant/add" -> "3955 maskrcnn/tf.math.pow/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"3952 maskrcnn/tf.math.pow/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "3953 maskrcnn/tf.math.pow/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"3953 maskrcnn/tf.math.pow/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "3954 maskrcnn/tf.math.pow/fake_quantize/SymmQuant/mul"; -"3954 maskrcnn/tf.math.pow/fake_quantize/SymmQuant/mul" -> "3955 maskrcnn/tf.math.pow/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"3955 maskrcnn/tf.math.pow/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "3957 maskrcnn/tf.expand_dims_12/ExpandDims"; -"3955 maskrcnn/tf.math.pow/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "3958 maskrcnn/tf.math.truediv_2/truediv"; -"3955 maskrcnn/tf.math.pow/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "3959 maskrcnn/tf.math.truediv_3/truediv"; -"3956 maskrcnn/tf.expand_dims_12/ExpandDims/dim" -> "3957 maskrcnn/tf.expand_dims_12/ExpandDims"; -"3957 maskrcnn/tf.expand_dims_12/ExpandDims" -> "3960 maskrcnn/tf.math.truediv_1/truediv"; -"3958 maskrcnn/tf.math.truediv_2/truediv" -> "3971 maskrcnn/tf.math.truediv_2/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"3959 maskrcnn/tf.math.truediv_3/truediv" -> "3980 maskrcnn/tf.math.truediv_3/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"3960 maskrcnn/tf.math.truediv_1/truediv" -> "3989 maskrcnn/tf.math.truediv_1/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"3961 maskrcnn/tf.math.subtract_42/Sub/y" -> "3962 maskrcnn/tf.math.subtract_42/Sub"; -"3962 maskrcnn/tf.math.subtract_42/Sub" -> "3990 maskrcnn/tf.cast_23/Cast"; -"3962 maskrcnn/tf.math.subtract_42/Sub" -> "4691 maskrcnn/tf.compat.v1.gather_1/GatherV2"; -"3962 maskrcnn/tf.math.subtract_42/Sub" -> "4728 maskrcnn/tf.compat.v1.gather/GatherV2"; -"3963 maskrcnn/tf.math.truediv_2/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "3964 maskrcnn/tf.math.truediv_2/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"3964 maskrcnn/tf.math.truediv_2/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "3965 maskrcnn/tf.math.truediv_2/fake_quantize/SymmQuant/Abs"; -"3965 maskrcnn/tf.math.truediv_2/fake_quantize/SymmQuant/Abs" -> "3967 maskrcnn/tf.math.truediv_2/fake_quantize/SymmQuant/add"; -"3966 maskrcnn/tf.math.truediv_2/fake_quantize/SymmQuant/add/y" -> "3967 maskrcnn/tf.math.truediv_2/fake_quantize/SymmQuant/add"; -"3967 maskrcnn/tf.math.truediv_2/fake_quantize/SymmQuant/add" -> "3970 maskrcnn/tf.math.truediv_2/fake_quantize/SymmQuant/mul"; -"3967 maskrcnn/tf.math.truediv_2/fake_quantize/SymmQuant/add" -> "3971 maskrcnn/tf.math.truediv_2/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"3968 maskrcnn/tf.math.truediv_2/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "3969 maskrcnn/tf.math.truediv_2/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"3969 maskrcnn/tf.math.truediv_2/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "3970 maskrcnn/tf.math.truediv_2/fake_quantize/SymmQuant/mul"; -"3970 maskrcnn/tf.math.truediv_2/fake_quantize/SymmQuant/mul" -> "3971 maskrcnn/tf.math.truediv_2/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"3971 maskrcnn/tf.math.truediv_2/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "3998 maskrcnn/tf.expand_dims_14/ExpandDims"; -"3972 maskrcnn/tf.math.truediv_3/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "3973 maskrcnn/tf.math.truediv_3/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"3973 maskrcnn/tf.math.truediv_3/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "3974 maskrcnn/tf.math.truediv_3/fake_quantize/SymmQuant/Abs"; -"3974 maskrcnn/tf.math.truediv_3/fake_quantize/SymmQuant/Abs" -> "3976 maskrcnn/tf.math.truediv_3/fake_quantize/SymmQuant/add"; -"3975 maskrcnn/tf.math.truediv_3/fake_quantize/SymmQuant/add/y" -> "3976 maskrcnn/tf.math.truediv_3/fake_quantize/SymmQuant/add"; -"3976 maskrcnn/tf.math.truediv_3/fake_quantize/SymmQuant/add" -> "3979 maskrcnn/tf.math.truediv_3/fake_quantize/SymmQuant/mul"; -"3976 maskrcnn/tf.math.truediv_3/fake_quantize/SymmQuant/add" -> "3980 maskrcnn/tf.math.truediv_3/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"3977 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maskrcnn/tf.stack_8/stack"; -"4578 maskrcnn/tf.__operators__.getitem_59/strided_slice/stack" -> "4581 maskrcnn/tf.__operators__.getitem_59/strided_slice"; -"4579 maskrcnn/tf.__operators__.getitem_59/strided_slice/stack_1" -> "4581 maskrcnn/tf.__operators__.getitem_59/strided_slice"; -"4580 maskrcnn/tf.__operators__.getitem_59/strided_slice/stack_2" -> "4581 maskrcnn/tf.__operators__.getitem_59/strided_slice"; -"4581 maskrcnn/tf.__operators__.getitem_59/strided_slice" -> "4639 maskrcnn/tf.expand_dims_20/ExpandDims"; -"4582 maskrcnn/tf.__operators__.add_55/y" -> "4583 maskrcnn/tf.__operators__.add_55/AddV2"; -"4583 maskrcnn/tf.__operators__.add_55/AddV2" -> "4637 maskrcnn/tf.__operators__.add_55/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"4584 maskrcnn/tf.math.subtract_46/fake_quantize_I0/SymmQuant/Abs/ReadVariableOp/resource" -> "4585 maskrcnn/tf.math.subtract_46/fake_quantize_I0/SymmQuant/Abs/ReadVariableOp"; -"4585 maskrcnn/tf.math.subtract_46/fake_quantize_I0/SymmQuant/Abs/ReadVariableOp" -> "4586 maskrcnn/tf.math.subtract_46/fake_quantize_I0/SymmQuant/Abs"; -"4586 maskrcnn/tf.math.subtract_46/fake_quantize_I0/SymmQuant/Abs" -> "4588 maskrcnn/tf.math.subtract_46/fake_quantize_I0/SymmQuant/add"; -"4587 maskrcnn/tf.math.subtract_46/fake_quantize_I0/SymmQuant/add/y" -> "4588 maskrcnn/tf.math.subtract_46/fake_quantize_I0/SymmQuant/add"; -"4588 maskrcnn/tf.math.subtract_46/fake_quantize_I0/SymmQuant/add" -> "4591 maskrcnn/tf.math.subtract_46/fake_quantize_I0/SymmQuant/mul"; -"4588 maskrcnn/tf.math.subtract_46/fake_quantize_I0/SymmQuant/add" -> "4592 maskrcnn/tf.math.subtract_46/fake_quantize_I0/SymmQuant/FakeQuantWithMinMaxVars"; -"4589 maskrcnn/tf.math.subtract_46/fake_quantize_I0/SymmQuant/mul/ReadVariableOp/resource" -> "4590 maskrcnn/tf.math.subtract_46/fake_quantize_I0/SymmQuant/mul/ReadVariableOp"; -"4590 maskrcnn/tf.math.subtract_46/fake_quantize_I0/SymmQuant/mul/ReadVariableOp" -> "4591 maskrcnn/tf.math.subtract_46/fake_quantize_I0/SymmQuant/mul"; -"4591 maskrcnn/tf.math.subtract_46/fake_quantize_I0/SymmQuant/mul" -> "4592 maskrcnn/tf.math.subtract_46/fake_quantize_I0/SymmQuant/FakeQuantWithMinMaxVars"; -"4592 maskrcnn/tf.math.subtract_46/fake_quantize_I0/SymmQuant/FakeQuantWithMinMaxVars" -> "4640 maskrcnn/tf.math.subtract_46/Sub"; -"4593 maskrcnn/tf.math.subtract_46/fake_quantize_I1/SymmQuant/Abs/ReadVariableOp/resource" -> "4594 maskrcnn/tf.math.subtract_46/fake_quantize_I1/SymmQuant/Abs/ReadVariableOp"; -"4594 maskrcnn/tf.math.subtract_46/fake_quantize_I1/SymmQuant/Abs/ReadVariableOp" -> "4595 maskrcnn/tf.math.subtract_46/fake_quantize_I1/SymmQuant/Abs"; -"4595 maskrcnn/tf.math.subtract_46/fake_quantize_I1/SymmQuant/Abs" -> "4597 maskrcnn/tf.math.subtract_46/fake_quantize_I1/SymmQuant/add"; -"4596 maskrcnn/tf.math.subtract_46/fake_quantize_I1/SymmQuant/add/y" -> "4597 maskrcnn/tf.math.subtract_46/fake_quantize_I1/SymmQuant/add"; -"4597 maskrcnn/tf.math.subtract_46/fake_quantize_I1/SymmQuant/add" -> "4600 maskrcnn/tf.math.subtract_46/fake_quantize_I1/SymmQuant/mul"; -"4597 maskrcnn/tf.math.subtract_46/fake_quantize_I1/SymmQuant/add" -> "4601 maskrcnn/tf.math.subtract_46/fake_quantize_I1/SymmQuant/FakeQuantWithMinMaxVars"; -"4598 maskrcnn/tf.math.subtract_46/fake_quantize_I1/SymmQuant/mul/ReadVariableOp/resource" -> "4599 maskrcnn/tf.math.subtract_46/fake_quantize_I1/SymmQuant/mul/ReadVariableOp"; -"4599 maskrcnn/tf.math.subtract_46/fake_quantize_I1/SymmQuant/mul/ReadVariableOp" -> "4600 maskrcnn/tf.math.subtract_46/fake_quantize_I1/SymmQuant/mul"; -"4600 maskrcnn/tf.math.subtract_46/fake_quantize_I1/SymmQuant/mul" -> "4601 maskrcnn/tf.math.subtract_46/fake_quantize_I1/SymmQuant/FakeQuantWithMinMaxVars"; -"4601 maskrcnn/tf.math.subtract_46/fake_quantize_I1/SymmQuant/FakeQuantWithMinMaxVars" -> "4640 maskrcnn/tf.math.subtract_46/Sub"; -"4602 maskrcnn/tf.math.subtract_45/fake_quantize_I0/SymmQuant/Abs/ReadVariableOp/resource" -> "4603 maskrcnn/tf.math.subtract_45/fake_quantize_I0/SymmQuant/Abs/ReadVariableOp"; -"4603 maskrcnn/tf.math.subtract_45/fake_quantize_I0/SymmQuant/Abs/ReadVariableOp" -> "4604 maskrcnn/tf.math.subtract_45/fake_quantize_I0/SymmQuant/Abs"; -"4604 maskrcnn/tf.math.subtract_45/fake_quantize_I0/SymmQuant/Abs" -> "4606 maskrcnn/tf.math.subtract_45/fake_quantize_I0/SymmQuant/add"; -"4605 maskrcnn/tf.math.subtract_45/fake_quantize_I0/SymmQuant/add/y" -> "4606 maskrcnn/tf.math.subtract_45/fake_quantize_I0/SymmQuant/add"; -"4606 maskrcnn/tf.math.subtract_45/fake_quantize_I0/SymmQuant/add" -> "4609 maskrcnn/tf.math.subtract_45/fake_quantize_I0/SymmQuant/mul"; -"4606 maskrcnn/tf.math.subtract_45/fake_quantize_I0/SymmQuant/add" -> "4610 maskrcnn/tf.math.subtract_45/fake_quantize_I0/SymmQuant/FakeQuantWithMinMaxVars"; -"4607 maskrcnn/tf.math.subtract_45/fake_quantize_I0/SymmQuant/mul/ReadVariableOp/resource" -> "4608 maskrcnn/tf.math.subtract_45/fake_quantize_I0/SymmQuant/mul/ReadVariableOp"; -"4608 maskrcnn/tf.math.subtract_45/fake_quantize_I0/SymmQuant/mul/ReadVariableOp" -> "4609 maskrcnn/tf.math.subtract_45/fake_quantize_I0/SymmQuant/mul"; -"4609 maskrcnn/tf.math.subtract_45/fake_quantize_I0/SymmQuant/mul" -> "4610 maskrcnn/tf.math.subtract_45/fake_quantize_I0/SymmQuant/FakeQuantWithMinMaxVars"; -"4610 maskrcnn/tf.math.subtract_45/fake_quantize_I0/SymmQuant/FakeQuantWithMinMaxVars" -> "4641 maskrcnn/tf.math.subtract_45/Sub"; -"4611 maskrcnn/tf.math.subtract_45/fake_quantize_I1/SymmQuant/Abs/ReadVariableOp/resource" -> "4612 maskrcnn/tf.math.subtract_45/fake_quantize_I1/SymmQuant/Abs/ReadVariableOp"; -"4612 maskrcnn/tf.math.subtract_45/fake_quantize_I1/SymmQuant/Abs/ReadVariableOp" -> "4613 maskrcnn/tf.math.subtract_45/fake_quantize_I1/SymmQuant/Abs"; -"4613 maskrcnn/tf.math.subtract_45/fake_quantize_I1/SymmQuant/Abs" -> "4615 maskrcnn/tf.math.subtract_45/fake_quantize_I1/SymmQuant/add"; -"4614 maskrcnn/tf.math.subtract_45/fake_quantize_I1/SymmQuant/add/y" -> "4615 maskrcnn/tf.math.subtract_45/fake_quantize_I1/SymmQuant/add"; -"4615 maskrcnn/tf.math.subtract_45/fake_quantize_I1/SymmQuant/add" -> "4618 maskrcnn/tf.math.subtract_45/fake_quantize_I1/SymmQuant/mul"; -"4615 maskrcnn/tf.math.subtract_45/fake_quantize_I1/SymmQuant/add" -> "4619 maskrcnn/tf.math.subtract_45/fake_quantize_I1/SymmQuant/FakeQuantWithMinMaxVars"; -"4616 maskrcnn/tf.math.subtract_45/fake_quantize_I1/SymmQuant/mul/ReadVariableOp/resource" -> "4617 maskrcnn/tf.math.subtract_45/fake_quantize_I1/SymmQuant/mul/ReadVariableOp"; -"4617 maskrcnn/tf.math.subtract_45/fake_quantize_I1/SymmQuant/mul/ReadVariableOp" -> "4618 maskrcnn/tf.math.subtract_45/fake_quantize_I1/SymmQuant/mul"; -"4618 maskrcnn/tf.math.subtract_45/fake_quantize_I1/SymmQuant/mul" -> "4619 maskrcnn/tf.math.subtract_45/fake_quantize_I1/SymmQuant/FakeQuantWithMinMaxVars"; -"4619 maskrcnn/tf.math.subtract_45/fake_quantize_I1/SymmQuant/FakeQuantWithMinMaxVars" -> "4641 maskrcnn/tf.math.subtract_45/Sub"; -"4620 maskrcnn/tf.__operators__.add_54/fake_quantize_I0/SymmQuant/Abs/ReadVariableOp/resource" -> "4621 maskrcnn/tf.__operators__.add_54/fake_quantize_I0/SymmQuant/Abs/ReadVariableOp"; -"4621 maskrcnn/tf.__operators__.add_54/fake_quantize_I0/SymmQuant/Abs/ReadVariableOp" -> "4622 maskrcnn/tf.__operators__.add_54/fake_quantize_I0/SymmQuant/Abs"; -"4622 maskrcnn/tf.__operators__.add_54/fake_quantize_I0/SymmQuant/Abs" -> "4624 maskrcnn/tf.__operators__.add_54/fake_quantize_I0/SymmQuant/add"; -"4623 maskrcnn/tf.__operators__.add_54/fake_quantize_I0/SymmQuant/add/y" -> "4624 maskrcnn/tf.__operators__.add_54/fake_quantize_I0/SymmQuant/add"; -"4624 maskrcnn/tf.__operators__.add_54/fake_quantize_I0/SymmQuant/add" -> "4627 maskrcnn/tf.__operators__.add_54/fake_quantize_I0/SymmQuant/mul"; -"4624 maskrcnn/tf.__operators__.add_54/fake_quantize_I0/SymmQuant/add" -> "4628 maskrcnn/tf.__operators__.add_54/fake_quantize_I0/SymmQuant/FakeQuantWithMinMaxVars"; -"4625 maskrcnn/tf.__operators__.add_54/fake_quantize_I0/SymmQuant/mul/ReadVariableOp/resource" -> "4626 maskrcnn/tf.__operators__.add_54/fake_quantize_I0/SymmQuant/mul/ReadVariableOp"; -"4626 maskrcnn/tf.__operators__.add_54/fake_quantize_I0/SymmQuant/mul/ReadVariableOp" -> "4627 maskrcnn/tf.__operators__.add_54/fake_quantize_I0/SymmQuant/mul"; -"4627 maskrcnn/tf.__operators__.add_54/fake_quantize_I0/SymmQuant/mul" -> "4628 maskrcnn/tf.__operators__.add_54/fake_quantize_I0/SymmQuant/FakeQuantWithMinMaxVars"; -"4628 maskrcnn/tf.__operators__.add_54/fake_quantize_I0/SymmQuant/FakeQuantWithMinMaxVars" -> "4647 maskrcnn/tf.__operators__.add_54/AddV2"; -"4629 maskrcnn/tf.__operators__.add_55/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "4630 maskrcnn/tf.__operators__.add_55/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"4630 maskrcnn/tf.__operators__.add_55/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "4631 maskrcnn/tf.__operators__.add_55/fake_quantize/SymmQuant/Abs"; -"4631 maskrcnn/tf.__operators__.add_55/fake_quantize/SymmQuant/Abs" -> "4633 maskrcnn/tf.__operators__.add_55/fake_quantize/SymmQuant/add"; -"4632 maskrcnn/tf.__operators__.add_55/fake_quantize/SymmQuant/add/y" -> "4633 maskrcnn/tf.__operators__.add_55/fake_quantize/SymmQuant/add"; -"4633 maskrcnn/tf.__operators__.add_55/fake_quantize/SymmQuant/add" -> "4636 maskrcnn/tf.__operators__.add_55/fake_quantize/SymmQuant/mul"; -"4633 maskrcnn/tf.__operators__.add_55/fake_quantize/SymmQuant/add" -> "4637 maskrcnn/tf.__operators__.add_55/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"4634 maskrcnn/tf.__operators__.add_55/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "4635 maskrcnn/tf.__operators__.add_55/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"4635 maskrcnn/tf.__operators__.add_55/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "4636 maskrcnn/tf.__operators__.add_55/fake_quantize/SymmQuant/mul"; -"4636 maskrcnn/tf.__operators__.add_55/fake_quantize/SymmQuant/mul" -> "4637 maskrcnn/tf.__operators__.add_55/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"4637 maskrcnn/tf.__operators__.add_55/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "4648 maskrcnn/tf.math.minimum_19/Minimum"; -"4638 maskrcnn/tf.expand_dims_20/ExpandDims/dim" -> "4639 maskrcnn/tf.expand_dims_20/ExpandDims"; -"4639 maskrcnn/tf.expand_dims_20/ExpandDims" -> "4648 maskrcnn/tf.math.minimum_19/Minimum"; -"4640 maskrcnn/tf.math.subtract_46/Sub" -> "4657 maskrcnn/tf.math.subtract_46/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"4641 maskrcnn/tf.math.subtract_45/Sub" -> "4666 maskrcnn/tf.math.subtract_45/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"4642 maskrcnn/tf.__operators__.getitem_57/strided_slice/stack" -> "4645 maskrcnn/tf.__operators__.getitem_57/strided_slice"; -"4643 maskrcnn/tf.__operators__.getitem_57/strided_slice/stack_1" -> "4645 maskrcnn/tf.__operators__.getitem_57/strided_slice"; -"4644 maskrcnn/tf.__operators__.getitem_57/strided_slice/stack_2" -> "4645 maskrcnn/tf.__operators__.getitem_57/strided_slice"; -"4645 maskrcnn/tf.__operators__.getitem_57/strided_slice" -> "4677 maskrcnn/tf.expand_dims_18/ExpandDims"; -"4646 maskrcnn/tf.__operators__.add_54/y" -> "4647 maskrcnn/tf.__operators__.add_54/AddV2"; -"4647 maskrcnn/tf.__operators__.add_54/AddV2" -> "4675 maskrcnn/tf.__operators__.add_54/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"4648 maskrcnn/tf.math.minimum_19/Minimum" -> "4678 maskrcnn/tf.stack_9/stack"; -"4649 maskrcnn/tf.math.subtract_46/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "4650 maskrcnn/tf.math.subtract_46/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"4650 maskrcnn/tf.math.subtract_46/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "4651 maskrcnn/tf.math.subtract_46/fake_quantize/SymmQuant/Abs"; -"4651 maskrcnn/tf.math.subtract_46/fake_quantize/SymmQuant/Abs" -> "4653 maskrcnn/tf.math.subtract_46/fake_quantize/SymmQuant/add"; -"4652 maskrcnn/tf.math.subtract_46/fake_quantize/SymmQuant/add/y" -> "4653 maskrcnn/tf.math.subtract_46/fake_quantize/SymmQuant/add"; -"4653 maskrcnn/tf.math.subtract_46/fake_quantize/SymmQuant/add" -> "4656 maskrcnn/tf.math.subtract_46/fake_quantize/SymmQuant/mul"; -"4653 maskrcnn/tf.math.subtract_46/fake_quantize/SymmQuant/add" -> "4657 maskrcnn/tf.math.subtract_46/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"4654 maskrcnn/tf.math.subtract_46/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "4655 maskrcnn/tf.math.subtract_46/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"4655 maskrcnn/tf.math.subtract_46/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "4656 maskrcnn/tf.math.subtract_46/fake_quantize/SymmQuant/mul"; -"4656 maskrcnn/tf.math.subtract_46/fake_quantize/SymmQuant/mul" -> "4657 maskrcnn/tf.math.subtract_46/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"4657 maskrcnn/tf.math.subtract_46/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "4680 maskrcnn/tf.math.subtract_48/Sub"; -"4657 maskrcnn/tf.math.subtract_46/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "4716 maskrcnn/tf.stack_11/stack"; -"4658 maskrcnn/tf.math.subtract_45/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "4659 maskrcnn/tf.math.subtract_45/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"4659 maskrcnn/tf.math.subtract_45/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "4660 maskrcnn/tf.math.subtract_45/fake_quantize/SymmQuant/Abs"; -"4660 maskrcnn/tf.math.subtract_45/fake_quantize/SymmQuant/Abs" -> "4662 maskrcnn/tf.math.subtract_45/fake_quantize/SymmQuant/add"; -"4661 maskrcnn/tf.math.subtract_45/fake_quantize/SymmQuant/add/y" -> "4662 maskrcnn/tf.math.subtract_45/fake_quantize/SymmQuant/add"; -"4662 maskrcnn/tf.math.subtract_45/fake_quantize/SymmQuant/add" -> "4665 maskrcnn/tf.math.subtract_45/fake_quantize/SymmQuant/mul"; -"4662 maskrcnn/tf.math.subtract_45/fake_quantize/SymmQuant/add" -> "4666 maskrcnn/tf.math.subtract_45/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"4663 maskrcnn/tf.math.subtract_45/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "4664 maskrcnn/tf.math.subtract_45/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"4664 maskrcnn/tf.math.subtract_45/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "4665 maskrcnn/tf.math.subtract_45/fake_quantize/SymmQuant/mul"; -"4665 maskrcnn/tf.math.subtract_45/fake_quantize/SymmQuant/mul" -> "4666 maskrcnn/tf.math.subtract_45/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"4666 maskrcnn/tf.math.subtract_45/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "4682 maskrcnn/tf.math.subtract_47/Sub"; -"4666 maskrcnn/tf.math.subtract_45/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "4717 maskrcnn/tf.stack_10/stack"; -"4667 maskrcnn/tf.__operators__.add_54/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "4668 maskrcnn/tf.__operators__.add_54/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"4668 maskrcnn/tf.__operators__.add_54/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "4669 maskrcnn/tf.__operators__.add_54/fake_quantize/SymmQuant/Abs"; -"4669 maskrcnn/tf.__operators__.add_54/fake_quantize/SymmQuant/Abs" -> "4671 maskrcnn/tf.__operators__.add_54/fake_quantize/SymmQuant/add"; -"4670 maskrcnn/tf.__operators__.add_54/fake_quantize/SymmQuant/add/y" -> "4671 maskrcnn/tf.__operators__.add_54/fake_quantize/SymmQuant/add"; -"4671 maskrcnn/tf.__operators__.add_54/fake_quantize/SymmQuant/add" -> "4674 maskrcnn/tf.__operators__.add_54/fake_quantize/SymmQuant/mul"; -"4671 maskrcnn/tf.__operators__.add_54/fake_quantize/SymmQuant/add" -> "4675 maskrcnn/tf.__operators__.add_54/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"4672 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maskrcnn/tf.__operators__.getitem_67/strided_slice/stack" -> "4987 maskrcnn/tf.__operators__.getitem_67/strided_slice"; -"4985 maskrcnn/tf.__operators__.getitem_67/strided_slice/stack_1" -> "4987 maskrcnn/tf.__operators__.getitem_67/strided_slice"; -"4986 maskrcnn/tf.__operators__.getitem_67/strided_slice/stack_2" -> "4987 maskrcnn/tf.__operators__.getitem_67/strided_slice"; -"4987 maskrcnn/tf.__operators__.getitem_67/strided_slice" -> "4995 maskrcnn/tf.math.truediv_23/truediv"; -"4988 maskrcnn/tf.math.subtract_52/Sub" -> "5004 maskrcnn/tf.math.subtract_52/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"4989 maskrcnn/tf.__operators__.getitem_66/strided_slice/stack" -> "4992 maskrcnn/tf.__operators__.getitem_66/strided_slice"; -"4990 maskrcnn/tf.__operators__.getitem_66/strided_slice/stack_1" -> "4992 maskrcnn/tf.__operators__.getitem_66/strided_slice"; -"4991 maskrcnn/tf.__operators__.getitem_66/strided_slice/stack_2" -> "4992 maskrcnn/tf.__operators__.getitem_66/strided_slice"; -"4992 maskrcnn/tf.__operators__.getitem_66/strided_slice" -> "5006 maskrcnn/tf.math.truediv_22/truediv"; -"4993 maskrcnn/tf.math.subtract_51/Sub" -> "5015 maskrcnn/tf.math.subtract_51/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"4994 maskrcnn/tf.math.truediv_23/truediv/y" -> "4995 maskrcnn/tf.math.truediv_23/truediv"; -"4995 maskrcnn/tf.math.truediv_23/truediv" -> "5024 maskrcnn/tf.math.truediv_23/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"4996 maskrcnn/tf.math.subtract_52/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "4997 maskrcnn/tf.math.subtract_52/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"4997 maskrcnn/tf.math.subtract_52/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "4998 maskrcnn/tf.math.subtract_52/fake_quantize/SymmQuant/Abs"; -"4998 maskrcnn/tf.math.subtract_52/fake_quantize/SymmQuant/Abs" -> "5000 maskrcnn/tf.math.subtract_52/fake_quantize/SymmQuant/add"; -"4999 maskrcnn/tf.math.subtract_52/fake_quantize/SymmQuant/add/y" -> "5000 maskrcnn/tf.math.subtract_52/fake_quantize/SymmQuant/add"; -"5000 maskrcnn/tf.math.subtract_52/fake_quantize/SymmQuant/add" -> "5003 maskrcnn/tf.math.subtract_52/fake_quantize/SymmQuant/mul"; -"5000 maskrcnn/tf.math.subtract_52/fake_quantize/SymmQuant/add" -> "5004 maskrcnn/tf.math.subtract_52/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"5001 maskrcnn/tf.math.subtract_52/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "5002 maskrcnn/tf.math.subtract_52/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"5002 maskrcnn/tf.math.subtract_52/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "5003 maskrcnn/tf.math.subtract_52/fake_quantize/SymmQuant/mul"; -"5003 maskrcnn/tf.math.subtract_52/fake_quantize/SymmQuant/mul" -> "5004 maskrcnn/tf.math.subtract_52/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"5004 maskrcnn/tf.math.subtract_52/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "5026 maskrcnn/tf.__operators__.add_60/AddV2"; -"5005 maskrcnn/tf.math.truediv_22/truediv/y" -> "5006 maskrcnn/tf.math.truediv_22/truediv"; -"5006 maskrcnn/tf.math.truediv_22/truediv" -> "5035 maskrcnn/tf.math.truediv_22/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"5007 maskrcnn/tf.math.subtract_51/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "5008 maskrcnn/tf.math.subtract_51/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"5008 maskrcnn/tf.math.subtract_51/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "5009 maskrcnn/tf.math.subtract_51/fake_quantize/SymmQuant/Abs"; -"5009 maskrcnn/tf.math.subtract_51/fake_quantize/SymmQuant/Abs" -> "5011 maskrcnn/tf.math.subtract_51/fake_quantize/SymmQuant/add"; -"5010 maskrcnn/tf.math.subtract_51/fake_quantize/SymmQuant/add/y" -> "5011 maskrcnn/tf.math.subtract_51/fake_quantize/SymmQuant/add"; -"5011 maskrcnn/tf.math.subtract_51/fake_quantize/SymmQuant/add" -> "5014 maskrcnn/tf.math.subtract_51/fake_quantize/SymmQuant/mul"; -"5011 maskrcnn/tf.math.subtract_51/fake_quantize/SymmQuant/add" -> "5015 maskrcnn/tf.math.subtract_51/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"5012 maskrcnn/tf.math.subtract_51/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "5013 maskrcnn/tf.math.subtract_51/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"5013 maskrcnn/tf.math.subtract_51/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "5014 maskrcnn/tf.math.subtract_51/fake_quantize/SymmQuant/mul"; -"5014 maskrcnn/tf.math.subtract_51/fake_quantize/SymmQuant/mul" -> "5015 maskrcnn/tf.math.subtract_51/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"5015 maskrcnn/tf.math.subtract_51/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "5037 maskrcnn/tf.__operators__.add_59/AddV2"; -"5016 maskrcnn/tf.math.truediv_23/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "5017 maskrcnn/tf.math.truediv_23/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"5017 maskrcnn/tf.math.truediv_23/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "5018 maskrcnn/tf.math.truediv_23/fake_quantize/SymmQuant/Abs"; -"5018 maskrcnn/tf.math.truediv_23/fake_quantize/SymmQuant/Abs" -> "5020 maskrcnn/tf.math.truediv_23/fake_quantize/SymmQuant/add"; -"5019 maskrcnn/tf.math.truediv_23/fake_quantize/SymmQuant/add/y" -> "5020 maskrcnn/tf.math.truediv_23/fake_quantize/SymmQuant/add"; -"5020 maskrcnn/tf.math.truediv_23/fake_quantize/SymmQuant/add" -> "5023 maskrcnn/tf.math.truediv_23/fake_quantize/SymmQuant/mul"; -"5020 maskrcnn/tf.math.truediv_23/fake_quantize/SymmQuant/add" -> "5024 maskrcnn/tf.math.truediv_23/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"5021 maskrcnn/tf.math.truediv_23/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "5022 maskrcnn/tf.math.truediv_23/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"5022 maskrcnn/tf.math.truediv_23/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "5023 maskrcnn/tf.math.truediv_23/fake_quantize/SymmQuant/mul"; -"5023 maskrcnn/tf.math.truediv_23/fake_quantize/SymmQuant/mul" -> "5024 maskrcnn/tf.math.truediv_23/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"5024 maskrcnn/tf.math.truediv_23/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "5048 maskrcnn/tf.math.minimum_21/Minimum"; -"5025 maskrcnn/tf.__operators__.add_60/y" -> "5026 maskrcnn/tf.__operators__.add_60/AddV2"; -"5026 maskrcnn/tf.__operators__.add_60/AddV2" -> "5046 maskrcnn/tf.__operators__.add_60/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"5027 maskrcnn/tf.math.truediv_22/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "5028 maskrcnn/tf.math.truediv_22/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"5028 maskrcnn/tf.math.truediv_22/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "5029 maskrcnn/tf.math.truediv_22/fake_quantize/SymmQuant/Abs"; -"5029 maskrcnn/tf.math.truediv_22/fake_quantize/SymmQuant/Abs" -> "5031 maskrcnn/tf.math.truediv_22/fake_quantize/SymmQuant/add"; -"5030 maskrcnn/tf.math.truediv_22/fake_quantize/SymmQuant/add/y" -> "5031 maskrcnn/tf.math.truediv_22/fake_quantize/SymmQuant/add"; -"5031 maskrcnn/tf.math.truediv_22/fake_quantize/SymmQuant/add" -> "5034 maskrcnn/tf.math.truediv_22/fake_quantize/SymmQuant/mul"; -"5031 maskrcnn/tf.math.truediv_22/fake_quantize/SymmQuant/add" -> "5035 maskrcnn/tf.math.truediv_22/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"5032 maskrcnn/tf.math.truediv_22/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "5033 maskrcnn/tf.math.truediv_22/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"5033 maskrcnn/tf.math.truediv_22/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "5034 maskrcnn/tf.math.truediv_22/fake_quantize/SymmQuant/mul"; -"5034 maskrcnn/tf.math.truediv_22/fake_quantize/SymmQuant/mul" -> "5035 maskrcnn/tf.math.truediv_22/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"5035 maskrcnn/tf.math.truediv_22/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "5063 maskrcnn/tf.math.minimum_20/Minimum"; -"5036 maskrcnn/tf.__operators__.add_59/y" -> "5037 maskrcnn/tf.__operators__.add_59/AddV2"; -"5037 maskrcnn/tf.__operators__.add_59/AddV2" -> "5061 maskrcnn/tf.__operators__.add_59/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"5038 maskrcnn/tf.__operators__.add_60/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "5039 maskrcnn/tf.__operators__.add_60/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"5039 maskrcnn/tf.__operators__.add_60/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "5040 maskrcnn/tf.__operators__.add_60/fake_quantize/SymmQuant/Abs"; -"5040 maskrcnn/tf.__operators__.add_60/fake_quantize/SymmQuant/Abs" -> "5042 maskrcnn/tf.__operators__.add_60/fake_quantize/SymmQuant/add"; -"5041 maskrcnn/tf.__operators__.add_60/fake_quantize/SymmQuant/add/y" -> "5042 maskrcnn/tf.__operators__.add_60/fake_quantize/SymmQuant/add"; -"5042 maskrcnn/tf.__operators__.add_60/fake_quantize/SymmQuant/add" -> "5045 maskrcnn/tf.__operators__.add_60/fake_quantize/SymmQuant/mul"; -"5042 maskrcnn/tf.__operators__.add_60/fake_quantize/SymmQuant/add" -> "5046 maskrcnn/tf.__operators__.add_60/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"5043 maskrcnn/tf.__operators__.add_60/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "5044 maskrcnn/tf.__operators__.add_60/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"5044 maskrcnn/tf.__operators__.add_60/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "5045 maskrcnn/tf.__operators__.add_60/fake_quantize/SymmQuant/mul"; -"5045 maskrcnn/tf.__operators__.add_60/fake_quantize/SymmQuant/mul" -> "5046 maskrcnn/tf.__operators__.add_60/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"5046 maskrcnn/tf.__operators__.add_60/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "5070 maskrcnn/tf.math.multiply_52/Mul"; -"5046 maskrcnn/tf.__operators__.add_60/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "5132 maskrcnn/tf.math.multiply_56/Mul"; -"5046 maskrcnn/tf.__operators__.add_60/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "5134 maskrcnn/tf.math.multiply_54/Mul"; -"5047 maskrcnn/tf.math.minimum_21/Minimum/y" -> "5048 maskrcnn/tf.math.minimum_21/Minimum"; -"5048 maskrcnn/tf.math.minimum_21/Minimum" -> "5068 maskrcnn/tf.math.exp_11/Exp"; -"5049 maskrcnn/tf.__operators__.getitem_65/strided_slice/stack" -> "5052 maskrcnn/tf.__operators__.getitem_65/strided_slice"; -"5050 maskrcnn/tf.__operators__.getitem_65/strided_slice/stack_1" -> "5052 maskrcnn/tf.__operators__.getitem_65/strided_slice"; -"5051 maskrcnn/tf.__operators__.getitem_65/strided_slice/stack_2" -> "5052 maskrcnn/tf.__operators__.getitem_65/strided_slice"; -"5052 maskrcnn/tf.__operators__.getitem_65/strided_slice" -> "5072 maskrcnn/tf.math.truediv_21/truediv"; -"5053 maskrcnn/tf.__operators__.add_59/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "5054 maskrcnn/tf.__operators__.add_59/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"5054 maskrcnn/tf.__operators__.add_59/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "5055 maskrcnn/tf.__operators__.add_59/fake_quantize/SymmQuant/Abs"; -"5055 maskrcnn/tf.__operators__.add_59/fake_quantize/SymmQuant/Abs" -> "5057 maskrcnn/tf.__operators__.add_59/fake_quantize/SymmQuant/add"; -"5056 maskrcnn/tf.__operators__.add_59/fake_quantize/SymmQuant/add/y" -> "5057 maskrcnn/tf.__operators__.add_59/fake_quantize/SymmQuant/add"; -"5057 maskrcnn/tf.__operators__.add_59/fake_quantize/SymmQuant/add" -> "5060 maskrcnn/tf.__operators__.add_59/fake_quantize/SymmQuant/mul"; -"5057 maskrcnn/tf.__operators__.add_59/fake_quantize/SymmQuant/add" -> "5061 maskrcnn/tf.__operators__.add_59/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"5058 maskrcnn/tf.__operators__.add_59/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "5059 maskrcnn/tf.__operators__.add_59/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"5059 maskrcnn/tf.__operators__.add_59/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "5060 maskrcnn/tf.__operators__.add_59/fake_quantize/SymmQuant/mul"; -"5060 maskrcnn/tf.__operators__.add_59/fake_quantize/SymmQuant/mul" -> "5061 maskrcnn/tf.__operators__.add_59/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"5061 maskrcnn/tf.__operators__.add_59/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "5075 maskrcnn/tf.math.multiply_51/Mul"; -"5061 maskrcnn/tf.__operators__.add_59/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "5135 maskrcnn/tf.math.multiply_55/Mul"; -"5061 maskrcnn/tf.__operators__.add_59/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "5137 maskrcnn/tf.math.multiply_53/Mul"; -"5062 maskrcnn/tf.math.minimum_20/Minimum/y" -> "5063 maskrcnn/tf.math.minimum_20/Minimum"; -"5063 maskrcnn/tf.math.minimum_20/Minimum" -> "5073 maskrcnn/tf.math.exp_10/Exp"; -"5064 maskrcnn/tf.__operators__.getitem_64/strided_slice/stack" -> "5067 maskrcnn/tf.__operators__.getitem_64/strided_slice"; -"5065 maskrcnn/tf.__operators__.getitem_64/strided_slice/stack_1" -> "5067 maskrcnn/tf.__operators__.getitem_64/strided_slice"; -"5066 maskrcnn/tf.__operators__.getitem_64/strided_slice/stack_2" -> "5067 maskrcnn/tf.__operators__.getitem_64/strided_slice"; -"5067 maskrcnn/tf.__operators__.getitem_64/strided_slice" -> "5077 maskrcnn/tf.math.truediv_20/truediv"; -"5068 maskrcnn/tf.math.exp_11/Exp" -> "5086 maskrcnn/tf.math.exp_11/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"5070 maskrcnn/tf.math.multiply_52/Mul" -> "5095 maskrcnn/tf.math.multiply_52/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"5071 maskrcnn/tf.math.truediv_21/truediv/y" -> "5072 maskrcnn/tf.math.truediv_21/truediv"; -"5072 maskrcnn/tf.math.truediv_21/truediv" -> "5104 maskrcnn/tf.math.truediv_21/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"5073 maskrcnn/tf.math.exp_10/Exp" -> "5113 maskrcnn/tf.math.exp_10/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"5075 maskrcnn/tf.math.multiply_51/Mul" -> "5122 maskrcnn/tf.math.multiply_51/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"5076 maskrcnn/tf.math.truediv_20/truediv/y" -> "5077 maskrcnn/tf.math.truediv_20/truediv"; -"5077 maskrcnn/tf.math.truediv_20/truediv" -> "5131 maskrcnn/tf.math.truediv_20/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"5078 maskrcnn/tf.math.exp_11/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "5079 maskrcnn/tf.math.exp_11/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"5079 maskrcnn/tf.math.exp_11/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "5080 maskrcnn/tf.math.exp_11/fake_quantize/SymmQuant/Abs"; -"5080 maskrcnn/tf.math.exp_11/fake_quantize/SymmQuant/Abs" -> "5082 maskrcnn/tf.math.exp_11/fake_quantize/SymmQuant/add"; -"5081 maskrcnn/tf.math.exp_11/fake_quantize/SymmQuant/add/y" -> "5082 maskrcnn/tf.math.exp_11/fake_quantize/SymmQuant/add"; -"5082 maskrcnn/tf.math.exp_11/fake_quantize/SymmQuant/add" -> "5085 maskrcnn/tf.math.exp_11/fake_quantize/SymmQuant/mul"; -"5082 maskrcnn/tf.math.exp_11/fake_quantize/SymmQuant/add" -> "5086 maskrcnn/tf.math.exp_11/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"5083 maskrcnn/tf.math.exp_11/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "5084 maskrcnn/tf.math.exp_11/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"5084 maskrcnn/tf.math.exp_11/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "5085 maskrcnn/tf.math.exp_11/fake_quantize/SymmQuant/mul"; -"5085 maskrcnn/tf.math.exp_11/fake_quantize/SymmQuant/mul" -> "5086 maskrcnn/tf.math.exp_11/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"5086 maskrcnn/tf.math.exp_11/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "5132 maskrcnn/tf.math.multiply_56/Mul"; -"5087 maskrcnn/tf.math.multiply_52/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "5088 maskrcnn/tf.math.multiply_52/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"5088 maskrcnn/tf.math.multiply_52/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "5089 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maskrcnn/tf.math.truediv_30/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"5897 maskrcnn/tf.math.truediv_30/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6062 maskrcnn/tf.math.subtract_66/Sub"; -"5898 maskrcnn/tf.math.truediv_29/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "5899 maskrcnn/tf.math.truediv_29/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"5899 maskrcnn/tf.math.truediv_29/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "5900 maskrcnn/tf.math.truediv_29/fake_quantize/SymmQuant/Abs"; -"5900 maskrcnn/tf.math.truediv_29/fake_quantize/SymmQuant/Abs" -> "5902 maskrcnn/tf.math.truediv_29/fake_quantize/SymmQuant/add"; -"5901 maskrcnn/tf.math.truediv_29/fake_quantize/SymmQuant/add/y" -> "5902 maskrcnn/tf.math.truediv_29/fake_quantize/SymmQuant/add"; -"5902 maskrcnn/tf.math.truediv_29/fake_quantize/SymmQuant/add" -> "5905 maskrcnn/tf.math.truediv_29/fake_quantize/SymmQuant/mul"; -"5902 maskrcnn/tf.math.truediv_29/fake_quantize/SymmQuant/add" -> "5906 maskrcnn/tf.math.truediv_29/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"5903 maskrcnn/tf.math.truediv_29/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "5904 maskrcnn/tf.math.truediv_29/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"5904 maskrcnn/tf.math.truediv_29/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "5905 maskrcnn/tf.math.truediv_29/fake_quantize/SymmQuant/mul"; -"5905 maskrcnn/tf.math.truediv_29/fake_quantize/SymmQuant/mul" -> "5906 maskrcnn/tf.math.truediv_29/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"5906 maskrcnn/tf.math.truediv_29/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6064 maskrcnn/tf.math.subtract_65/Sub"; -"5907 maskrcnn/tf.math.truediv_58/truediv/y" -> "5908 maskrcnn/tf.math.truediv_58/truediv"; -"5908 maskrcnn/tf.math.truediv_58/truediv" -> "6077 maskrcnn/tf.math.truediv_58/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"5909 maskrcnn/tf.math.truediv_56/truediv/y" -> "5910 maskrcnn/tf.math.truediv_56/truediv"; -"5910 maskrcnn/tf.math.truediv_56/truediv" -> "6090 maskrcnn/tf.math.truediv_56/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"5911 maskrcnn/tf.math.truediv_54/truediv/y" -> "5912 maskrcnn/tf.math.truediv_54/truediv"; -"5912 maskrcnn/tf.math.truediv_54/truediv" -> "6103 maskrcnn/tf.math.truediv_54/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"5913 maskrcnn/tf.math.truediv_52/truediv/y" -> "5914 maskrcnn/tf.math.truediv_52/truediv"; -"5914 maskrcnn/tf.math.truediv_52/truediv" -> "6116 maskrcnn/tf.math.truediv_52/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"5915 maskrcnn/tf.math.truediv_50/truediv/y" -> "5916 maskrcnn/tf.math.truediv_50/truediv"; -"5916 maskrcnn/tf.math.truediv_50/truediv" -> "6129 maskrcnn/tf.math.truediv_50/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"5917 maskrcnn/tf.math.truediv_48/truediv/y" -> "5918 maskrcnn/tf.math.truediv_48/truediv"; -"5918 maskrcnn/tf.math.truediv_48/truediv" -> "6142 maskrcnn/tf.math.truediv_48/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"5919 maskrcnn/tf.math.truediv_46/truediv/y" -> "5920 maskrcnn/tf.math.truediv_46/truediv"; -"5920 maskrcnn/tf.math.truediv_46/truediv" -> "6155 maskrcnn/tf.math.truediv_46/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"5921 maskrcnn/tf.math.truediv_44/truediv/y" -> "5922 maskrcnn/tf.math.truediv_44/truediv"; -"5922 maskrcnn/tf.math.truediv_44/truediv" -> "6168 maskrcnn/tf.math.truediv_44/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"5923 maskrcnn/tf.math.truediv_42/truediv/y" -> "5924 maskrcnn/tf.math.truediv_42/truediv"; -"5924 maskrcnn/tf.math.truediv_42/truediv" -> "6181 maskrcnn/tf.math.truediv_42/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"5925 maskrcnn/tf.math.truediv_40/truediv/y" -> "5926 maskrcnn/tf.math.truediv_40/truediv"; -"5926 maskrcnn/tf.math.truediv_40/truediv" -> "6194 maskrcnn/tf.math.truediv_40/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"5927 maskrcnn/tf.math.truediv_38/truediv/y" -> "5928 maskrcnn/tf.math.truediv_38/truediv"; -"5928 maskrcnn/tf.math.truediv_38/truediv" -> "6207 maskrcnn/tf.math.truediv_38/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"5929 maskrcnn/tf.math.truediv_36/truediv/y" -> "5930 maskrcnn/tf.math.truediv_36/truediv"; -"5930 maskrcnn/tf.math.truediv_36/truediv" -> "6220 maskrcnn/tf.math.truediv_36/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"5931 maskrcnn/tf.math.truediv_34/truediv/y" -> "5932 maskrcnn/tf.math.truediv_34/truediv"; -"5932 maskrcnn/tf.math.truediv_34/truediv" -> "6233 maskrcnn/tf.math.truediv_34/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"5933 maskrcnn/tf.math.truediv_32/truediv/y" -> "5934 maskrcnn/tf.math.truediv_32/truediv"; -"5934 maskrcnn/tf.math.truediv_32/truediv" -> "6246 maskrcnn/tf.math.truediv_32/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"5935 maskrcnn/tf.math.multiply_87/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "5936 maskrcnn/tf.math.multiply_87/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"5936 maskrcnn/tf.math.multiply_87/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "5937 maskrcnn/tf.math.multiply_87/fake_quantize/SymmQuant/Abs"; -"5937 maskrcnn/tf.math.multiply_87/fake_quantize/SymmQuant/Abs" -> "5939 maskrcnn/tf.math.multiply_87/fake_quantize/SymmQuant/add"; -"5938 maskrcnn/tf.math.multiply_87/fake_quantize/SymmQuant/add/y" -> "5939 maskrcnn/tf.math.multiply_87/fake_quantize/SymmQuant/add"; -"5939 maskrcnn/tf.math.multiply_87/fake_quantize/SymmQuant/add" -> "5942 maskrcnn/tf.math.multiply_87/fake_quantize/SymmQuant/mul"; -"5939 maskrcnn/tf.math.multiply_87/fake_quantize/SymmQuant/add" -> "5943 maskrcnn/tf.math.multiply_87/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"5940 maskrcnn/tf.math.multiply_87/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "5941 maskrcnn/tf.math.multiply_87/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"5941 maskrcnn/tf.math.multiply_87/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "5942 maskrcnn/tf.math.multiply_87/fake_quantize/SymmQuant/mul"; -"5942 maskrcnn/tf.math.multiply_87/fake_quantize/SymmQuant/mul" -> "5943 maskrcnn/tf.math.multiply_87/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"5943 maskrcnn/tf.math.multiply_87/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6248 maskrcnn/tf.math.truediv_57/truediv"; -"5944 maskrcnn/tf.math.multiply_85/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "5945 maskrcnn/tf.math.multiply_85/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"5945 maskrcnn/tf.math.multiply_85/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "5946 maskrcnn/tf.math.multiply_85/fake_quantize/SymmQuant/Abs"; -"5946 maskrcnn/tf.math.multiply_85/fake_quantize/SymmQuant/Abs" -> "5948 maskrcnn/tf.math.multiply_85/fake_quantize/SymmQuant/add"; -"5947 maskrcnn/tf.math.multiply_85/fake_quantize/SymmQuant/add/y" -> "5948 maskrcnn/tf.math.multiply_85/fake_quantize/SymmQuant/add"; -"5948 maskrcnn/tf.math.multiply_85/fake_quantize/SymmQuant/add" -> "5951 maskrcnn/tf.math.multiply_85/fake_quantize/SymmQuant/mul"; -"5948 maskrcnn/tf.math.multiply_85/fake_quantize/SymmQuant/add" -> "5952 maskrcnn/tf.math.multiply_85/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"5949 maskrcnn/tf.math.multiply_85/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "5950 maskrcnn/tf.math.multiply_85/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"5950 maskrcnn/tf.math.multiply_85/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "5951 maskrcnn/tf.math.multiply_85/fake_quantize/SymmQuant/mul"; -"5951 maskrcnn/tf.math.multiply_85/fake_quantize/SymmQuant/mul" -> "5952 maskrcnn/tf.math.multiply_85/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"5952 maskrcnn/tf.math.multiply_85/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6250 maskrcnn/tf.math.truediv_55/truediv"; -"5953 maskrcnn/tf.math.multiply_83/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "5954 maskrcnn/tf.math.multiply_83/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"5954 maskrcnn/tf.math.multiply_83/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "5955 maskrcnn/tf.math.multiply_83/fake_quantize/SymmQuant/Abs"; -"5955 maskrcnn/tf.math.multiply_83/fake_quantize/SymmQuant/Abs" -> "5957 maskrcnn/tf.math.multiply_83/fake_quantize/SymmQuant/add"; -"5956 maskrcnn/tf.math.multiply_83/fake_quantize/SymmQuant/add/y" -> "5957 maskrcnn/tf.math.multiply_83/fake_quantize/SymmQuant/add"; -"5957 maskrcnn/tf.math.multiply_83/fake_quantize/SymmQuant/add" -> "5960 maskrcnn/tf.math.multiply_83/fake_quantize/SymmQuant/mul"; -"5957 maskrcnn/tf.math.multiply_83/fake_quantize/SymmQuant/add" -> "5961 maskrcnn/tf.math.multiply_83/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"5958 maskrcnn/tf.math.multiply_83/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "5959 maskrcnn/tf.math.multiply_83/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"5959 maskrcnn/tf.math.multiply_83/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "5960 maskrcnn/tf.math.multiply_83/fake_quantize/SymmQuant/mul"; -"5960 maskrcnn/tf.math.multiply_83/fake_quantize/SymmQuant/mul" -> "5961 maskrcnn/tf.math.multiply_83/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"5961 maskrcnn/tf.math.multiply_83/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6252 maskrcnn/tf.math.truediv_53/truediv"; -"5962 maskrcnn/tf.math.multiply_81/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "5963 maskrcnn/tf.math.multiply_81/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"5963 maskrcnn/tf.math.multiply_81/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "5964 maskrcnn/tf.math.multiply_81/fake_quantize/SymmQuant/Abs"; -"5964 maskrcnn/tf.math.multiply_81/fake_quantize/SymmQuant/Abs" -> "5966 maskrcnn/tf.math.multiply_81/fake_quantize/SymmQuant/add"; -"5965 maskrcnn/tf.math.multiply_81/fake_quantize/SymmQuant/add/y" -> "5966 maskrcnn/tf.math.multiply_81/fake_quantize/SymmQuant/add"; -"5966 maskrcnn/tf.math.multiply_81/fake_quantize/SymmQuant/add" -> "5969 maskrcnn/tf.math.multiply_81/fake_quantize/SymmQuant/mul"; -"5966 maskrcnn/tf.math.multiply_81/fake_quantize/SymmQuant/add" -> "5970 maskrcnn/tf.math.multiply_81/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"5967 maskrcnn/tf.math.multiply_81/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "5968 maskrcnn/tf.math.multiply_81/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"5968 maskrcnn/tf.math.multiply_81/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "5969 maskrcnn/tf.math.multiply_81/fake_quantize/SymmQuant/mul"; -"5969 maskrcnn/tf.math.multiply_81/fake_quantize/SymmQuant/mul" -> "5970 maskrcnn/tf.math.multiply_81/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"5970 maskrcnn/tf.math.multiply_81/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6254 maskrcnn/tf.math.truediv_51/truediv"; -"5971 maskrcnn/tf.math.multiply_79/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "5972 maskrcnn/tf.math.multiply_79/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"5972 maskrcnn/tf.math.multiply_79/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "5973 maskrcnn/tf.math.multiply_79/fake_quantize/SymmQuant/Abs"; -"5973 maskrcnn/tf.math.multiply_79/fake_quantize/SymmQuant/Abs" -> "5975 maskrcnn/tf.math.multiply_79/fake_quantize/SymmQuant/add"; -"5974 maskrcnn/tf.math.multiply_79/fake_quantize/SymmQuant/add/y" -> "5975 maskrcnn/tf.math.multiply_79/fake_quantize/SymmQuant/add"; -"5975 maskrcnn/tf.math.multiply_79/fake_quantize/SymmQuant/add" -> "5978 maskrcnn/tf.math.multiply_79/fake_quantize/SymmQuant/mul"; -"5975 maskrcnn/tf.math.multiply_79/fake_quantize/SymmQuant/add" -> "5979 maskrcnn/tf.math.multiply_79/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"5976 maskrcnn/tf.math.multiply_79/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "5977 maskrcnn/tf.math.multiply_79/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"5977 maskrcnn/tf.math.multiply_79/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "5978 maskrcnn/tf.math.multiply_79/fake_quantize/SymmQuant/mul"; -"5978 maskrcnn/tf.math.multiply_79/fake_quantize/SymmQuant/mul" -> "5979 maskrcnn/tf.math.multiply_79/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"5979 maskrcnn/tf.math.multiply_79/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6256 maskrcnn/tf.math.truediv_49/truediv"; -"5980 maskrcnn/tf.math.multiply_77/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "5981 maskrcnn/tf.math.multiply_77/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"5981 maskrcnn/tf.math.multiply_77/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "5982 maskrcnn/tf.math.multiply_77/fake_quantize/SymmQuant/Abs"; -"5982 maskrcnn/tf.math.multiply_77/fake_quantize/SymmQuant/Abs" -> "5984 maskrcnn/tf.math.multiply_77/fake_quantize/SymmQuant/add"; -"5983 maskrcnn/tf.math.multiply_77/fake_quantize/SymmQuant/add/y" -> "5984 maskrcnn/tf.math.multiply_77/fake_quantize/SymmQuant/add"; -"5984 maskrcnn/tf.math.multiply_77/fake_quantize/SymmQuant/add" -> "5987 maskrcnn/tf.math.multiply_77/fake_quantize/SymmQuant/mul"; -"5984 maskrcnn/tf.math.multiply_77/fake_quantize/SymmQuant/add" -> "5988 maskrcnn/tf.math.multiply_77/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"5985 maskrcnn/tf.math.multiply_77/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "5986 maskrcnn/tf.math.multiply_77/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"5986 maskrcnn/tf.math.multiply_77/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "5987 maskrcnn/tf.math.multiply_77/fake_quantize/SymmQuant/mul"; -"5987 maskrcnn/tf.math.multiply_77/fake_quantize/SymmQuant/mul" -> "5988 maskrcnn/tf.math.multiply_77/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"5988 maskrcnn/tf.math.multiply_77/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6258 maskrcnn/tf.math.truediv_47/truediv"; -"5989 maskrcnn/tf.math.multiply_75/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "5990 maskrcnn/tf.math.multiply_75/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"5990 maskrcnn/tf.math.multiply_75/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "5991 maskrcnn/tf.math.multiply_75/fake_quantize/SymmQuant/Abs"; -"5991 maskrcnn/tf.math.multiply_75/fake_quantize/SymmQuant/Abs" -> "5993 maskrcnn/tf.math.multiply_75/fake_quantize/SymmQuant/add"; -"5992 maskrcnn/tf.math.multiply_75/fake_quantize/SymmQuant/add/y" -> "5993 maskrcnn/tf.math.multiply_75/fake_quantize/SymmQuant/add"; -"5993 maskrcnn/tf.math.multiply_75/fake_quantize/SymmQuant/add" -> "5996 maskrcnn/tf.math.multiply_75/fake_quantize/SymmQuant/mul"; -"5993 maskrcnn/tf.math.multiply_75/fake_quantize/SymmQuant/add" -> "5997 maskrcnn/tf.math.multiply_75/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"5994 maskrcnn/tf.math.multiply_75/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "5995 maskrcnn/tf.math.multiply_75/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"5995 maskrcnn/tf.math.multiply_75/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "5996 maskrcnn/tf.math.multiply_75/fake_quantize/SymmQuant/mul"; -"5996 maskrcnn/tf.math.multiply_75/fake_quantize/SymmQuant/mul" -> "5997 maskrcnn/tf.math.multiply_75/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"5997 maskrcnn/tf.math.multiply_75/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6260 maskrcnn/tf.math.truediv_45/truediv"; -"5998 maskrcnn/tf.math.multiply_73/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "5999 maskrcnn/tf.math.multiply_73/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"5999 maskrcnn/tf.math.multiply_73/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "6000 maskrcnn/tf.math.multiply_73/fake_quantize/SymmQuant/Abs"; -"6000 maskrcnn/tf.math.multiply_73/fake_quantize/SymmQuant/Abs" -> "6002 maskrcnn/tf.math.multiply_73/fake_quantize/SymmQuant/add"; -"6001 maskrcnn/tf.math.multiply_73/fake_quantize/SymmQuant/add/y" -> "6002 maskrcnn/tf.math.multiply_73/fake_quantize/SymmQuant/add"; -"6002 maskrcnn/tf.math.multiply_73/fake_quantize/SymmQuant/add" -> "6005 maskrcnn/tf.math.multiply_73/fake_quantize/SymmQuant/mul"; -"6002 maskrcnn/tf.math.multiply_73/fake_quantize/SymmQuant/add" -> "6006 maskrcnn/tf.math.multiply_73/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"6003 maskrcnn/tf.math.multiply_73/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "6004 maskrcnn/tf.math.multiply_73/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"6004 maskrcnn/tf.math.multiply_73/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "6005 maskrcnn/tf.math.multiply_73/fake_quantize/SymmQuant/mul"; -"6005 maskrcnn/tf.math.multiply_73/fake_quantize/SymmQuant/mul" -> "6006 maskrcnn/tf.math.multiply_73/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"6006 maskrcnn/tf.math.multiply_73/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6262 maskrcnn/tf.math.truediv_43/truediv"; -"6007 maskrcnn/tf.math.multiply_71/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "6008 maskrcnn/tf.math.multiply_71/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"6008 maskrcnn/tf.math.multiply_71/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "6009 maskrcnn/tf.math.multiply_71/fake_quantize/SymmQuant/Abs"; -"6009 maskrcnn/tf.math.multiply_71/fake_quantize/SymmQuant/Abs" -> "6011 maskrcnn/tf.math.multiply_71/fake_quantize/SymmQuant/add"; -"6010 maskrcnn/tf.math.multiply_71/fake_quantize/SymmQuant/add/y" -> "6011 maskrcnn/tf.math.multiply_71/fake_quantize/SymmQuant/add"; -"6011 maskrcnn/tf.math.multiply_71/fake_quantize/SymmQuant/add" -> "6014 maskrcnn/tf.math.multiply_71/fake_quantize/SymmQuant/mul"; -"6011 maskrcnn/tf.math.multiply_71/fake_quantize/SymmQuant/add" -> "6015 maskrcnn/tf.math.multiply_71/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"6012 maskrcnn/tf.math.multiply_71/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "6013 maskrcnn/tf.math.multiply_71/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"6013 maskrcnn/tf.math.multiply_71/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "6014 maskrcnn/tf.math.multiply_71/fake_quantize/SymmQuant/mul"; -"6014 maskrcnn/tf.math.multiply_71/fake_quantize/SymmQuant/mul" -> "6015 maskrcnn/tf.math.multiply_71/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"6015 maskrcnn/tf.math.multiply_71/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6264 maskrcnn/tf.math.truediv_41/truediv"; -"6016 maskrcnn/tf.math.multiply_69/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "6017 maskrcnn/tf.math.multiply_69/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"6017 maskrcnn/tf.math.multiply_69/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "6018 maskrcnn/tf.math.multiply_69/fake_quantize/SymmQuant/Abs"; -"6018 maskrcnn/tf.math.multiply_69/fake_quantize/SymmQuant/Abs" -> "6020 maskrcnn/tf.math.multiply_69/fake_quantize/SymmQuant/add"; -"6019 maskrcnn/tf.math.multiply_69/fake_quantize/SymmQuant/add/y" -> "6020 maskrcnn/tf.math.multiply_69/fake_quantize/SymmQuant/add"; -"6020 maskrcnn/tf.math.multiply_69/fake_quantize/SymmQuant/add" -> "6023 maskrcnn/tf.math.multiply_69/fake_quantize/SymmQuant/mul"; -"6020 maskrcnn/tf.math.multiply_69/fake_quantize/SymmQuant/add" -> "6024 maskrcnn/tf.math.multiply_69/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"6021 maskrcnn/tf.math.multiply_69/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "6022 maskrcnn/tf.math.multiply_69/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"6022 maskrcnn/tf.math.multiply_69/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "6023 maskrcnn/tf.math.multiply_69/fake_quantize/SymmQuant/mul"; -"6023 maskrcnn/tf.math.multiply_69/fake_quantize/SymmQuant/mul" -> "6024 maskrcnn/tf.math.multiply_69/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"6024 maskrcnn/tf.math.multiply_69/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6266 maskrcnn/tf.math.truediv_39/truediv"; -"6025 maskrcnn/tf.math.multiply_67/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "6026 maskrcnn/tf.math.multiply_67/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"6026 maskrcnn/tf.math.multiply_67/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "6027 maskrcnn/tf.math.multiply_67/fake_quantize/SymmQuant/Abs"; -"6027 maskrcnn/tf.math.multiply_67/fake_quantize/SymmQuant/Abs" -> "6029 maskrcnn/tf.math.multiply_67/fake_quantize/SymmQuant/add"; -"6028 maskrcnn/tf.math.multiply_67/fake_quantize/SymmQuant/add/y" -> "6029 maskrcnn/tf.math.multiply_67/fake_quantize/SymmQuant/add"; -"6029 maskrcnn/tf.math.multiply_67/fake_quantize/SymmQuant/add" -> "6032 maskrcnn/tf.math.multiply_67/fake_quantize/SymmQuant/mul"; -"6029 maskrcnn/tf.math.multiply_67/fake_quantize/SymmQuant/add" -> "6033 maskrcnn/tf.math.multiply_67/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"6030 maskrcnn/tf.math.multiply_67/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "6031 maskrcnn/tf.math.multiply_67/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"6031 maskrcnn/tf.math.multiply_67/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "6032 maskrcnn/tf.math.multiply_67/fake_quantize/SymmQuant/mul"; -"6032 maskrcnn/tf.math.multiply_67/fake_quantize/SymmQuant/mul" -> "6033 maskrcnn/tf.math.multiply_67/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"6033 maskrcnn/tf.math.multiply_67/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6268 maskrcnn/tf.math.truediv_37/truediv"; -"6034 maskrcnn/tf.math.multiply_65/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "6035 maskrcnn/tf.math.multiply_65/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"6035 maskrcnn/tf.math.multiply_65/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "6036 maskrcnn/tf.math.multiply_65/fake_quantize/SymmQuant/Abs"; -"6036 maskrcnn/tf.math.multiply_65/fake_quantize/SymmQuant/Abs" -> "6038 maskrcnn/tf.math.multiply_65/fake_quantize/SymmQuant/add"; -"6037 maskrcnn/tf.math.multiply_65/fake_quantize/SymmQuant/add/y" -> "6038 maskrcnn/tf.math.multiply_65/fake_quantize/SymmQuant/add"; -"6038 maskrcnn/tf.math.multiply_65/fake_quantize/SymmQuant/add" -> "6041 maskrcnn/tf.math.multiply_65/fake_quantize/SymmQuant/mul"; -"6038 maskrcnn/tf.math.multiply_65/fake_quantize/SymmQuant/add" -> "6042 maskrcnn/tf.math.multiply_65/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"6039 maskrcnn/tf.math.multiply_65/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "6040 maskrcnn/tf.math.multiply_65/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"6040 maskrcnn/tf.math.multiply_65/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "6041 maskrcnn/tf.math.multiply_65/fake_quantize/SymmQuant/mul"; -"6041 maskrcnn/tf.math.multiply_65/fake_quantize/SymmQuant/mul" -> "6042 maskrcnn/tf.math.multiply_65/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"6042 maskrcnn/tf.math.multiply_65/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6270 maskrcnn/tf.math.truediv_35/truediv"; -"6043 maskrcnn/tf.math.multiply_63/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "6044 maskrcnn/tf.math.multiply_63/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"6044 maskrcnn/tf.math.multiply_63/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "6045 maskrcnn/tf.math.multiply_63/fake_quantize/SymmQuant/Abs"; -"6045 maskrcnn/tf.math.multiply_63/fake_quantize/SymmQuant/Abs" -> "6047 maskrcnn/tf.math.multiply_63/fake_quantize/SymmQuant/add"; -"6046 maskrcnn/tf.math.multiply_63/fake_quantize/SymmQuant/add/y" -> "6047 maskrcnn/tf.math.multiply_63/fake_quantize/SymmQuant/add"; -"6047 maskrcnn/tf.math.multiply_63/fake_quantize/SymmQuant/add" -> "6050 maskrcnn/tf.math.multiply_63/fake_quantize/SymmQuant/mul"; -"6047 maskrcnn/tf.math.multiply_63/fake_quantize/SymmQuant/add" -> "6051 maskrcnn/tf.math.multiply_63/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"6048 maskrcnn/tf.math.multiply_63/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "6049 maskrcnn/tf.math.multiply_63/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"6049 maskrcnn/tf.math.multiply_63/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "6050 maskrcnn/tf.math.multiply_63/fake_quantize/SymmQuant/mul"; -"6050 maskrcnn/tf.math.multiply_63/fake_quantize/SymmQuant/mul" -> "6051 maskrcnn/tf.math.multiply_63/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"6051 maskrcnn/tf.math.multiply_63/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6272 maskrcnn/tf.math.truediv_33/truediv"; -"6052 maskrcnn/tf.math.multiply_61/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "6053 maskrcnn/tf.math.multiply_61/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"6053 maskrcnn/tf.math.multiply_61/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "6054 maskrcnn/tf.math.multiply_61/fake_quantize/SymmQuant/Abs"; -"6054 maskrcnn/tf.math.multiply_61/fake_quantize/SymmQuant/Abs" -> "6056 maskrcnn/tf.math.multiply_61/fake_quantize/SymmQuant/add"; -"6055 maskrcnn/tf.math.multiply_61/fake_quantize/SymmQuant/add/y" -> "6056 maskrcnn/tf.math.multiply_61/fake_quantize/SymmQuant/add"; -"6056 maskrcnn/tf.math.multiply_61/fake_quantize/SymmQuant/add" -> "6059 maskrcnn/tf.math.multiply_61/fake_quantize/SymmQuant/mul"; -"6056 maskrcnn/tf.math.multiply_61/fake_quantize/SymmQuant/add" -> "6060 maskrcnn/tf.math.multiply_61/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"6057 maskrcnn/tf.math.multiply_61/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "6058 maskrcnn/tf.math.multiply_61/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"6058 maskrcnn/tf.math.multiply_61/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "6059 maskrcnn/tf.math.multiply_61/fake_quantize/SymmQuant/mul"; -"6059 maskrcnn/tf.math.multiply_61/fake_quantize/SymmQuant/mul" -> "6060 maskrcnn/tf.math.multiply_61/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"6060 maskrcnn/tf.math.multiply_61/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6274 maskrcnn/tf.math.truediv_31/truediv"; -"6061 maskrcnn/tf.math.subtract_66/Sub/y" -> "6062 maskrcnn/tf.math.subtract_66/Sub"; -"6062 maskrcnn/tf.math.subtract_66/Sub" -> "6283 maskrcnn/tf.math.subtract_66/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"6063 maskrcnn/tf.math.subtract_65/Sub/y" -> "6064 maskrcnn/tf.math.subtract_65/Sub"; -"6064 maskrcnn/tf.math.subtract_65/Sub" -> "6292 maskrcnn/tf.math.subtract_65/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"6065 maskrcnn/tf.__operators__.getitem_131/strided_slice/stack" -> "6068 maskrcnn/tf.__operators__.getitem_131/strided_slice"; -"6066 maskrcnn/tf.__operators__.getitem_131/strided_slice/stack_1" -> "6068 maskrcnn/tf.__operators__.getitem_131/strided_slice"; -"6067 maskrcnn/tf.__operators__.getitem_131/strided_slice/stack_2" -> "6068 maskrcnn/tf.__operators__.getitem_131/strided_slice"; -"6068 maskrcnn/tf.__operators__.getitem_131/strided_slice" -> "6306 maskrcnn/tf.__operators__.add_96/AddV2"; -"6069 maskrcnn/tf.math.truediv_58/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "6070 maskrcnn/tf.math.truediv_58/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"6070 maskrcnn/tf.math.truediv_58/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "6071 maskrcnn/tf.math.truediv_58/fake_quantize/SymmQuant/Abs"; -"6071 maskrcnn/tf.math.truediv_58/fake_quantize/SymmQuant/Abs" -> "6073 maskrcnn/tf.math.truediv_58/fake_quantize/SymmQuant/add"; -"6072 maskrcnn/tf.math.truediv_58/fake_quantize/SymmQuant/add/y" -> "6073 maskrcnn/tf.math.truediv_58/fake_quantize/SymmQuant/add"; -"6073 maskrcnn/tf.math.truediv_58/fake_quantize/SymmQuant/add" -> "6076 maskrcnn/tf.math.truediv_58/fake_quantize/SymmQuant/mul"; -"6073 maskrcnn/tf.math.truediv_58/fake_quantize/SymmQuant/add" -> "6077 maskrcnn/tf.math.truediv_58/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"6074 maskrcnn/tf.math.truediv_58/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "6075 maskrcnn/tf.math.truediv_58/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"6075 maskrcnn/tf.math.truediv_58/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "6076 maskrcnn/tf.math.truediv_58/fake_quantize/SymmQuant/mul"; -"6076 maskrcnn/tf.math.truediv_58/fake_quantize/SymmQuant/mul" -> "6077 maskrcnn/tf.math.truediv_58/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"6077 maskrcnn/tf.math.truediv_58/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6306 maskrcnn/tf.__operators__.add_96/AddV2"; -"6078 maskrcnn/tf.__operators__.getitem_127/strided_slice/stack" -> "6081 maskrcnn/tf.__operators__.getitem_127/strided_slice"; -"6079 maskrcnn/tf.__operators__.getitem_127/strided_slice/stack_1" -> "6081 maskrcnn/tf.__operators__.getitem_127/strided_slice"; -"6080 maskrcnn/tf.__operators__.getitem_127/strided_slice/stack_2" -> "6081 maskrcnn/tf.__operators__.getitem_127/strided_slice"; -"6081 maskrcnn/tf.__operators__.getitem_127/strided_slice" -> "6305 maskrcnn/tf.__operators__.add_94/AddV2"; -"6082 maskrcnn/tf.math.truediv_56/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "6083 maskrcnn/tf.math.truediv_56/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"6083 maskrcnn/tf.math.truediv_56/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "6084 maskrcnn/tf.math.truediv_56/fake_quantize/SymmQuant/Abs"; -"6084 maskrcnn/tf.math.truediv_56/fake_quantize/SymmQuant/Abs" -> "6086 maskrcnn/tf.math.truediv_56/fake_quantize/SymmQuant/add"; -"6085 maskrcnn/tf.math.truediv_56/fake_quantize/SymmQuant/add/y" -> "6086 maskrcnn/tf.math.truediv_56/fake_quantize/SymmQuant/add"; -"6086 maskrcnn/tf.math.truediv_56/fake_quantize/SymmQuant/add" -> "6089 maskrcnn/tf.math.truediv_56/fake_quantize/SymmQuant/mul"; -"6086 maskrcnn/tf.math.truediv_56/fake_quantize/SymmQuant/add" -> "6090 maskrcnn/tf.math.truediv_56/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"6087 maskrcnn/tf.math.truediv_56/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "6088 maskrcnn/tf.math.truediv_56/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"6088 maskrcnn/tf.math.truediv_56/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "6089 maskrcnn/tf.math.truediv_56/fake_quantize/SymmQuant/mul"; -"6089 maskrcnn/tf.math.truediv_56/fake_quantize/SymmQuant/mul" -> "6090 maskrcnn/tf.math.truediv_56/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"6090 maskrcnn/tf.math.truediv_56/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6305 maskrcnn/tf.__operators__.add_94/AddV2"; -"6091 maskrcnn/tf.__operators__.getitem_123/strided_slice/stack" -> "6094 maskrcnn/tf.__operators__.getitem_123/strided_slice"; -"6092 maskrcnn/tf.__operators__.getitem_123/strided_slice/stack_1" -> "6094 maskrcnn/tf.__operators__.getitem_123/strided_slice"; -"6093 maskrcnn/tf.__operators__.getitem_123/strided_slice/stack_2" -> "6094 maskrcnn/tf.__operators__.getitem_123/strided_slice"; -"6094 maskrcnn/tf.__operators__.getitem_123/strided_slice" -> "6304 maskrcnn/tf.__operators__.add_92/AddV2"; -"6095 maskrcnn/tf.math.truediv_54/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "6096 maskrcnn/tf.math.truediv_54/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"6096 maskrcnn/tf.math.truediv_54/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "6097 maskrcnn/tf.math.truediv_54/fake_quantize/SymmQuant/Abs"; -"6097 maskrcnn/tf.math.truediv_54/fake_quantize/SymmQuant/Abs" -> "6099 maskrcnn/tf.math.truediv_54/fake_quantize/SymmQuant/add"; -"6098 maskrcnn/tf.math.truediv_54/fake_quantize/SymmQuant/add/y" -> "6099 maskrcnn/tf.math.truediv_54/fake_quantize/SymmQuant/add"; -"6099 maskrcnn/tf.math.truediv_54/fake_quantize/SymmQuant/add" -> "6102 maskrcnn/tf.math.truediv_54/fake_quantize/SymmQuant/mul"; -"6099 maskrcnn/tf.math.truediv_54/fake_quantize/SymmQuant/add" -> "6103 maskrcnn/tf.math.truediv_54/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"6100 maskrcnn/tf.math.truediv_54/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "6101 maskrcnn/tf.math.truediv_54/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"6101 maskrcnn/tf.math.truediv_54/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "6102 maskrcnn/tf.math.truediv_54/fake_quantize/SymmQuant/mul"; -"6102 maskrcnn/tf.math.truediv_54/fake_quantize/SymmQuant/mul" -> "6103 maskrcnn/tf.math.truediv_54/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"6103 maskrcnn/tf.math.truediv_54/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6304 maskrcnn/tf.__operators__.add_92/AddV2"; -"6104 maskrcnn/tf.__operators__.getitem_119/strided_slice/stack" -> "6107 maskrcnn/tf.__operators__.getitem_119/strided_slice"; -"6105 maskrcnn/tf.__operators__.getitem_119/strided_slice/stack_1" -> "6107 maskrcnn/tf.__operators__.getitem_119/strided_slice"; -"6106 maskrcnn/tf.__operators__.getitem_119/strided_slice/stack_2" -> "6107 maskrcnn/tf.__operators__.getitem_119/strided_slice"; -"6107 maskrcnn/tf.__operators__.getitem_119/strided_slice" -> "6303 maskrcnn/tf.__operators__.add_90/AddV2"; -"6108 maskrcnn/tf.math.truediv_52/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "6109 maskrcnn/tf.math.truediv_52/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"6109 maskrcnn/tf.math.truediv_52/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "6110 maskrcnn/tf.math.truediv_52/fake_quantize/SymmQuant/Abs"; -"6110 maskrcnn/tf.math.truediv_52/fake_quantize/SymmQuant/Abs" -> "6112 maskrcnn/tf.math.truediv_52/fake_quantize/SymmQuant/add"; -"6111 maskrcnn/tf.math.truediv_52/fake_quantize/SymmQuant/add/y" -> "6112 maskrcnn/tf.math.truediv_52/fake_quantize/SymmQuant/add"; -"6112 maskrcnn/tf.math.truediv_52/fake_quantize/SymmQuant/add" -> "6115 maskrcnn/tf.math.truediv_52/fake_quantize/SymmQuant/mul"; -"6112 maskrcnn/tf.math.truediv_52/fake_quantize/SymmQuant/add" -> "6116 maskrcnn/tf.math.truediv_52/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"6113 maskrcnn/tf.math.truediv_52/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "6114 maskrcnn/tf.math.truediv_52/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"6114 maskrcnn/tf.math.truediv_52/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "6115 maskrcnn/tf.math.truediv_52/fake_quantize/SymmQuant/mul"; -"6115 maskrcnn/tf.math.truediv_52/fake_quantize/SymmQuant/mul" -> "6116 maskrcnn/tf.math.truediv_52/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"6116 maskrcnn/tf.math.truediv_52/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6303 maskrcnn/tf.__operators__.add_90/AddV2"; -"6117 maskrcnn/tf.__operators__.getitem_115/strided_slice/stack" -> "6120 maskrcnn/tf.__operators__.getitem_115/strided_slice"; -"6118 maskrcnn/tf.__operators__.getitem_115/strided_slice/stack_1" -> "6120 maskrcnn/tf.__operators__.getitem_115/strided_slice"; -"6119 maskrcnn/tf.__operators__.getitem_115/strided_slice/stack_2" -> "6120 maskrcnn/tf.__operators__.getitem_115/strided_slice"; -"6120 maskrcnn/tf.__operators__.getitem_115/strided_slice" -> "6302 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maskrcnn/tf.math.truediv_32/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"6244 maskrcnn/tf.math.truediv_32/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "6245 maskrcnn/tf.math.truediv_32/fake_quantize/SymmQuant/mul"; -"6245 maskrcnn/tf.math.truediv_32/fake_quantize/SymmQuant/mul" -> "6246 maskrcnn/tf.math.truediv_32/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"6246 maskrcnn/tf.math.truediv_32/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6293 maskrcnn/tf.__operators__.add_70/AddV2"; -"6247 maskrcnn/tf.math.truediv_57/truediv/y" -> "6248 maskrcnn/tf.math.truediv_57/truediv"; -"6248 maskrcnn/tf.math.truediv_57/truediv" -> "6320 maskrcnn/tf.math.truediv_57/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"6249 maskrcnn/tf.math.truediv_55/truediv/y" -> "6250 maskrcnn/tf.math.truediv_55/truediv"; -"6250 maskrcnn/tf.math.truediv_55/truediv" -> "6333 maskrcnn/tf.math.truediv_55/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"6251 maskrcnn/tf.math.truediv_53/truediv/y" -> 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maskrcnn/tf.math.subtract_66/fake_quantize/SymmQuant/Abs" -> "6279 maskrcnn/tf.math.subtract_66/fake_quantize/SymmQuant/add"; -"6278 maskrcnn/tf.math.subtract_66/fake_quantize/SymmQuant/add/y" -> "6279 maskrcnn/tf.math.subtract_66/fake_quantize/SymmQuant/add"; -"6279 maskrcnn/tf.math.subtract_66/fake_quantize/SymmQuant/add" -> "6282 maskrcnn/tf.math.subtract_66/fake_quantize/SymmQuant/mul"; -"6279 maskrcnn/tf.math.subtract_66/fake_quantize/SymmQuant/add" -> "6283 maskrcnn/tf.math.subtract_66/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"6280 maskrcnn/tf.math.subtract_66/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "6281 maskrcnn/tf.math.subtract_66/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"6281 maskrcnn/tf.math.subtract_66/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "6282 maskrcnn/tf.math.subtract_66/fake_quantize/SymmQuant/mul"; -"6282 maskrcnn/tf.math.subtract_66/fake_quantize/SymmQuant/mul" -> "6283 maskrcnn/tf.math.subtract_66/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"6283 maskrcnn/tf.math.subtract_66/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6493 maskrcnn/tf.expand_dims_28/ExpandDims"; -"6284 maskrcnn/tf.math.subtract_65/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "6285 maskrcnn/tf.math.subtract_65/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"6285 maskrcnn/tf.math.subtract_65/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "6286 maskrcnn/tf.math.subtract_65/fake_quantize/SymmQuant/Abs"; -"6286 maskrcnn/tf.math.subtract_65/fake_quantize/SymmQuant/Abs" -> "6288 maskrcnn/tf.math.subtract_65/fake_quantize/SymmQuant/add"; -"6287 maskrcnn/tf.math.subtract_65/fake_quantize/SymmQuant/add/y" -> "6288 maskrcnn/tf.math.subtract_65/fake_quantize/SymmQuant/add"; -"6288 maskrcnn/tf.math.subtract_65/fake_quantize/SymmQuant/add" -> "6291 maskrcnn/tf.math.subtract_65/fake_quantize/SymmQuant/mul"; -"6288 maskrcnn/tf.math.subtract_65/fake_quantize/SymmQuant/add" 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maskrcnn/tf.math.subtract_68/fake_quantize_I0/SymmQuant/add/y" -> "6586 maskrcnn/tf.math.subtract_68/fake_quantize_I0/SymmQuant/add"; -"6586 maskrcnn/tf.math.subtract_68/fake_quantize_I0/SymmQuant/add" -> "6589 maskrcnn/tf.math.subtract_68/fake_quantize_I0/SymmQuant/mul"; -"6586 maskrcnn/tf.math.subtract_68/fake_quantize_I0/SymmQuant/add" -> "6590 maskrcnn/tf.math.subtract_68/fake_quantize_I0/SymmQuant/FakeQuantWithMinMaxVars"; -"6587 maskrcnn/tf.math.subtract_68/fake_quantize_I0/SymmQuant/mul/ReadVariableOp/resource" -> "6588 maskrcnn/tf.math.subtract_68/fake_quantize_I0/SymmQuant/mul/ReadVariableOp"; -"6588 maskrcnn/tf.math.subtract_68/fake_quantize_I0/SymmQuant/mul/ReadVariableOp" -> "6589 maskrcnn/tf.math.subtract_68/fake_quantize_I0/SymmQuant/mul"; -"6589 maskrcnn/tf.math.subtract_68/fake_quantize_I0/SymmQuant/mul" -> "6590 maskrcnn/tf.math.subtract_68/fake_quantize_I0/SymmQuant/FakeQuantWithMinMaxVars"; -"6590 maskrcnn/tf.math.subtract_68/fake_quantize_I0/SymmQuant/FakeQuantWithMinMaxVars" -> "6638 maskrcnn/tf.math.subtract_68/Sub"; -"6591 maskrcnn/tf.math.subtract_68/fake_quantize_I1/SymmQuant/Abs/ReadVariableOp/resource" -> "6592 maskrcnn/tf.math.subtract_68/fake_quantize_I1/SymmQuant/Abs/ReadVariableOp"; -"6592 maskrcnn/tf.math.subtract_68/fake_quantize_I1/SymmQuant/Abs/ReadVariableOp" -> "6593 maskrcnn/tf.math.subtract_68/fake_quantize_I1/SymmQuant/Abs"; -"6593 maskrcnn/tf.math.subtract_68/fake_quantize_I1/SymmQuant/Abs" -> "6595 maskrcnn/tf.math.subtract_68/fake_quantize_I1/SymmQuant/add"; -"6594 maskrcnn/tf.math.subtract_68/fake_quantize_I1/SymmQuant/add/y" -> "6595 maskrcnn/tf.math.subtract_68/fake_quantize_I1/SymmQuant/add"; -"6595 maskrcnn/tf.math.subtract_68/fake_quantize_I1/SymmQuant/add" -> "6598 maskrcnn/tf.math.subtract_68/fake_quantize_I1/SymmQuant/mul"; -"6595 maskrcnn/tf.math.subtract_68/fake_quantize_I1/SymmQuant/add" -> "6599 maskrcnn/tf.math.subtract_68/fake_quantize_I1/SymmQuant/FakeQuantWithMinMaxVars"; -"6596 maskrcnn/tf.math.subtract_68/fake_quantize_I1/SymmQuant/mul/ReadVariableOp/resource" -> "6597 maskrcnn/tf.math.subtract_68/fake_quantize_I1/SymmQuant/mul/ReadVariableOp"; -"6597 maskrcnn/tf.math.subtract_68/fake_quantize_I1/SymmQuant/mul/ReadVariableOp" -> "6598 maskrcnn/tf.math.subtract_68/fake_quantize_I1/SymmQuant/mul"; -"6598 maskrcnn/tf.math.subtract_68/fake_quantize_I1/SymmQuant/mul" -> "6599 maskrcnn/tf.math.subtract_68/fake_quantize_I1/SymmQuant/FakeQuantWithMinMaxVars"; -"6599 maskrcnn/tf.math.subtract_68/fake_quantize_I1/SymmQuant/FakeQuantWithMinMaxVars" -> "6638 maskrcnn/tf.math.subtract_68/Sub"; -"6600 maskrcnn/tf.math.subtract_67/fake_quantize_I0/SymmQuant/Abs/ReadVariableOp/resource" -> "6601 maskrcnn/tf.math.subtract_67/fake_quantize_I0/SymmQuant/Abs/ReadVariableOp"; -"6601 maskrcnn/tf.math.subtract_67/fake_quantize_I0/SymmQuant/Abs/ReadVariableOp" -> "6602 maskrcnn/tf.math.subtract_67/fake_quantize_I0/SymmQuant/Abs"; -"6602 maskrcnn/tf.math.subtract_67/fake_quantize_I0/SymmQuant/Abs" -> "6604 maskrcnn/tf.math.subtract_67/fake_quantize_I0/SymmQuant/add"; -"6603 maskrcnn/tf.math.subtract_67/fake_quantize_I0/SymmQuant/add/y" -> "6604 maskrcnn/tf.math.subtract_67/fake_quantize_I0/SymmQuant/add"; -"6604 maskrcnn/tf.math.subtract_67/fake_quantize_I0/SymmQuant/add" -> "6607 maskrcnn/tf.math.subtract_67/fake_quantize_I0/SymmQuant/mul"; -"6604 maskrcnn/tf.math.subtract_67/fake_quantize_I0/SymmQuant/add" -> "6608 maskrcnn/tf.math.subtract_67/fake_quantize_I0/SymmQuant/FakeQuantWithMinMaxVars"; -"6605 maskrcnn/tf.math.subtract_67/fake_quantize_I0/SymmQuant/mul/ReadVariableOp/resource" -> "6606 maskrcnn/tf.math.subtract_67/fake_quantize_I0/SymmQuant/mul/ReadVariableOp"; -"6606 maskrcnn/tf.math.subtract_67/fake_quantize_I0/SymmQuant/mul/ReadVariableOp" -> "6607 maskrcnn/tf.math.subtract_67/fake_quantize_I0/SymmQuant/mul"; -"6607 maskrcnn/tf.math.subtract_67/fake_quantize_I0/SymmQuant/mul" -> "6608 maskrcnn/tf.math.subtract_67/fake_quantize_I0/SymmQuant/FakeQuantWithMinMaxVars"; -"6608 maskrcnn/tf.math.subtract_67/fake_quantize_I0/SymmQuant/FakeQuantWithMinMaxVars" -> "6639 maskrcnn/tf.math.subtract_67/Sub"; -"6609 maskrcnn/tf.math.subtract_67/fake_quantize_I1/SymmQuant/Abs/ReadVariableOp/resource" -> "6610 maskrcnn/tf.math.subtract_67/fake_quantize_I1/SymmQuant/Abs/ReadVariableOp"; -"6610 maskrcnn/tf.math.subtract_67/fake_quantize_I1/SymmQuant/Abs/ReadVariableOp" -> "6611 maskrcnn/tf.math.subtract_67/fake_quantize_I1/SymmQuant/Abs"; -"6611 maskrcnn/tf.math.subtract_67/fake_quantize_I1/SymmQuant/Abs" -> "6613 maskrcnn/tf.math.subtract_67/fake_quantize_I1/SymmQuant/add"; -"6612 maskrcnn/tf.math.subtract_67/fake_quantize_I1/SymmQuant/add/y" -> "6613 maskrcnn/tf.math.subtract_67/fake_quantize_I1/SymmQuant/add"; -"6613 maskrcnn/tf.math.subtract_67/fake_quantize_I1/SymmQuant/add" -> "6616 maskrcnn/tf.math.subtract_67/fake_quantize_I1/SymmQuant/mul"; -"6613 maskrcnn/tf.math.subtract_67/fake_quantize_I1/SymmQuant/add" -> "6617 maskrcnn/tf.math.subtract_67/fake_quantize_I1/SymmQuant/FakeQuantWithMinMaxVars"; -"6614 maskrcnn/tf.math.subtract_67/fake_quantize_I1/SymmQuant/mul/ReadVariableOp/resource" -> "6615 maskrcnn/tf.math.subtract_67/fake_quantize_I1/SymmQuant/mul/ReadVariableOp"; -"6615 maskrcnn/tf.math.subtract_67/fake_quantize_I1/SymmQuant/mul/ReadVariableOp" -> "6616 maskrcnn/tf.math.subtract_67/fake_quantize_I1/SymmQuant/mul"; -"6616 maskrcnn/tf.math.subtract_67/fake_quantize_I1/SymmQuant/mul" -> "6617 maskrcnn/tf.math.subtract_67/fake_quantize_I1/SymmQuant/FakeQuantWithMinMaxVars"; -"6617 maskrcnn/tf.math.subtract_67/fake_quantize_I1/SymmQuant/FakeQuantWithMinMaxVars" -> "6639 maskrcnn/tf.math.subtract_67/Sub"; -"6618 maskrcnn/tf.__operators__.add_97/fake_quantize_I0/SymmQuant/Abs/ReadVariableOp/resource" -> "6619 maskrcnn/tf.__operators__.add_97/fake_quantize_I0/SymmQuant/Abs/ReadVariableOp"; -"6619 maskrcnn/tf.__operators__.add_97/fake_quantize_I0/SymmQuant/Abs/ReadVariableOp" -> "6620 maskrcnn/tf.__operators__.add_97/fake_quantize_I0/SymmQuant/Abs"; -"6620 maskrcnn/tf.__operators__.add_97/fake_quantize_I0/SymmQuant/Abs" -> "6622 maskrcnn/tf.__operators__.add_97/fake_quantize_I0/SymmQuant/add"; -"6621 maskrcnn/tf.__operators__.add_97/fake_quantize_I0/SymmQuant/add/y" -> "6622 maskrcnn/tf.__operators__.add_97/fake_quantize_I0/SymmQuant/add"; -"6622 maskrcnn/tf.__operators__.add_97/fake_quantize_I0/SymmQuant/add" -> "6625 maskrcnn/tf.__operators__.add_97/fake_quantize_I0/SymmQuant/mul"; -"6622 maskrcnn/tf.__operators__.add_97/fake_quantize_I0/SymmQuant/add" -> "6626 maskrcnn/tf.__operators__.add_97/fake_quantize_I0/SymmQuant/FakeQuantWithMinMaxVars"; -"6623 maskrcnn/tf.__operators__.add_97/fake_quantize_I0/SymmQuant/mul/ReadVariableOp/resource" -> "6624 maskrcnn/tf.__operators__.add_97/fake_quantize_I0/SymmQuant/mul/ReadVariableOp"; -"6624 maskrcnn/tf.__operators__.add_97/fake_quantize_I0/SymmQuant/mul/ReadVariableOp" -> "6625 maskrcnn/tf.__operators__.add_97/fake_quantize_I0/SymmQuant/mul"; -"6625 maskrcnn/tf.__operators__.add_97/fake_quantize_I0/SymmQuant/mul" -> "6626 maskrcnn/tf.__operators__.add_97/fake_quantize_I0/SymmQuant/FakeQuantWithMinMaxVars"; -"6626 maskrcnn/tf.__operators__.add_97/fake_quantize_I0/SymmQuant/FakeQuantWithMinMaxVars" -> "6645 maskrcnn/tf.__operators__.add_97/AddV2"; -"6627 maskrcnn/tf.__operators__.add_98/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "6628 maskrcnn/tf.__operators__.add_98/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"6628 maskrcnn/tf.__operators__.add_98/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "6629 maskrcnn/tf.__operators__.add_98/fake_quantize/SymmQuant/Abs"; -"6629 maskrcnn/tf.__operators__.add_98/fake_quantize/SymmQuant/Abs" -> "6631 maskrcnn/tf.__operators__.add_98/fake_quantize/SymmQuant/add"; -"6630 maskrcnn/tf.__operators__.add_98/fake_quantize/SymmQuant/add/y" -> "6631 maskrcnn/tf.__operators__.add_98/fake_quantize/SymmQuant/add"; -"6631 maskrcnn/tf.__operators__.add_98/fake_quantize/SymmQuant/add" -> "6634 maskrcnn/tf.__operators__.add_98/fake_quantize/SymmQuant/mul"; -"6631 maskrcnn/tf.__operators__.add_98/fake_quantize/SymmQuant/add" -> "6635 maskrcnn/tf.__operators__.add_98/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"6632 maskrcnn/tf.__operators__.add_98/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "6633 maskrcnn/tf.__operators__.add_98/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"6633 maskrcnn/tf.__operators__.add_98/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "6634 maskrcnn/tf.__operators__.add_98/fake_quantize/SymmQuant/mul"; -"6634 maskrcnn/tf.__operators__.add_98/fake_quantize/SymmQuant/mul" -> "6635 maskrcnn/tf.__operators__.add_98/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"6635 maskrcnn/tf.__operators__.add_98/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6646 maskrcnn/tf.math.minimum_27/Minimum"; -"6636 maskrcnn/tf.expand_dims_32/ExpandDims/dim" -> "6637 maskrcnn/tf.expand_dims_32/ExpandDims"; -"6637 maskrcnn/tf.expand_dims_32/ExpandDims" -> "6646 maskrcnn/tf.math.minimum_27/Minimum"; -"6638 maskrcnn/tf.math.subtract_68/Sub" -> "6655 maskrcnn/tf.math.subtract_68/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"6639 maskrcnn/tf.math.subtract_67/Sub" -> "6664 maskrcnn/tf.math.subtract_67/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"6640 maskrcnn/tf.__operators__.getitem_134/strided_slice/stack" -> "6643 maskrcnn/tf.__operators__.getitem_134/strided_slice"; -"6641 maskrcnn/tf.__operators__.getitem_134/strided_slice/stack_1" -> "6643 maskrcnn/tf.__operators__.getitem_134/strided_slice"; -"6642 maskrcnn/tf.__operators__.getitem_134/strided_slice/stack_2" -> "6643 maskrcnn/tf.__operators__.getitem_134/strided_slice"; -"6643 maskrcnn/tf.__operators__.getitem_134/strided_slice" -> "6675 maskrcnn/tf.expand_dims_30/ExpandDims"; -"6644 maskrcnn/tf.__operators__.add_97/y" -> "6645 maskrcnn/tf.__operators__.add_97/AddV2"; -"6645 maskrcnn/tf.__operators__.add_97/AddV2" -> "6673 maskrcnn/tf.__operators__.add_97/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"6646 maskrcnn/tf.math.minimum_27/Minimum" -> "6676 maskrcnn/tf.stack_20/stack"; -"6647 maskrcnn/tf.math.subtract_68/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "6648 maskrcnn/tf.math.subtract_68/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"6648 maskrcnn/tf.math.subtract_68/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "6649 maskrcnn/tf.math.subtract_68/fake_quantize/SymmQuant/Abs"; -"6649 maskrcnn/tf.math.subtract_68/fake_quantize/SymmQuant/Abs" -> "6651 maskrcnn/tf.math.subtract_68/fake_quantize/SymmQuant/add"; -"6650 maskrcnn/tf.math.subtract_68/fake_quantize/SymmQuant/add/y" -> "6651 maskrcnn/tf.math.subtract_68/fake_quantize/SymmQuant/add"; -"6651 maskrcnn/tf.math.subtract_68/fake_quantize/SymmQuant/add" -> "6654 maskrcnn/tf.math.subtract_68/fake_quantize/SymmQuant/mul"; -"6651 maskrcnn/tf.math.subtract_68/fake_quantize/SymmQuant/add" -> "6655 maskrcnn/tf.math.subtract_68/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"6652 maskrcnn/tf.math.subtract_68/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "6653 maskrcnn/tf.math.subtract_68/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"6653 maskrcnn/tf.math.subtract_68/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "6654 maskrcnn/tf.math.subtract_68/fake_quantize/SymmQuant/mul"; -"6654 maskrcnn/tf.math.subtract_68/fake_quantize/SymmQuant/mul" -> "6655 maskrcnn/tf.math.subtract_68/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"6655 maskrcnn/tf.math.subtract_68/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6678 maskrcnn/tf.math.subtract_70/Sub"; -"6655 maskrcnn/tf.math.subtract_68/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6714 maskrcnn/tf.stack_22/stack"; -"6656 maskrcnn/tf.math.subtract_67/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "6657 maskrcnn/tf.math.subtract_67/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"6657 maskrcnn/tf.math.subtract_67/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "6658 maskrcnn/tf.math.subtract_67/fake_quantize/SymmQuant/Abs"; -"6658 maskrcnn/tf.math.subtract_67/fake_quantize/SymmQuant/Abs" -> "6660 maskrcnn/tf.math.subtract_67/fake_quantize/SymmQuant/add"; -"6659 maskrcnn/tf.math.subtract_67/fake_quantize/SymmQuant/add/y" -> "6660 maskrcnn/tf.math.subtract_67/fake_quantize/SymmQuant/add"; -"6660 maskrcnn/tf.math.subtract_67/fake_quantize/SymmQuant/add" -> "6663 maskrcnn/tf.math.subtract_67/fake_quantize/SymmQuant/mul"; -"6660 maskrcnn/tf.math.subtract_67/fake_quantize/SymmQuant/add" -> "6664 maskrcnn/tf.math.subtract_67/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"6661 maskrcnn/tf.math.subtract_67/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "6662 maskrcnn/tf.math.subtract_67/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"6662 maskrcnn/tf.math.subtract_67/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "6663 maskrcnn/tf.math.subtract_67/fake_quantize/SymmQuant/mul"; -"6663 maskrcnn/tf.math.subtract_67/fake_quantize/SymmQuant/mul" -> "6664 maskrcnn/tf.math.subtract_67/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"6664 maskrcnn/tf.math.subtract_67/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6680 maskrcnn/tf.math.subtract_69/Sub"; -"6664 maskrcnn/tf.math.subtract_67/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6715 maskrcnn/tf.stack_21/stack"; -"6665 maskrcnn/tf.__operators__.add_97/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "6666 maskrcnn/tf.__operators__.add_97/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"6666 maskrcnn/tf.__operators__.add_97/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "6667 maskrcnn/tf.__operators__.add_97/fake_quantize/SymmQuant/Abs"; -"6667 maskrcnn/tf.__operators__.add_97/fake_quantize/SymmQuant/Abs" -> "6669 maskrcnn/tf.__operators__.add_97/fake_quantize/SymmQuant/add"; -"6668 maskrcnn/tf.__operators__.add_97/fake_quantize/SymmQuant/add/y" -> "6669 maskrcnn/tf.__operators__.add_97/fake_quantize/SymmQuant/add"; -"6669 maskrcnn/tf.__operators__.add_97/fake_quantize/SymmQuant/add" -> "6672 maskrcnn/tf.__operators__.add_97/fake_quantize/SymmQuant/mul"; -"6669 maskrcnn/tf.__operators__.add_97/fake_quantize/SymmQuant/add" -> "6673 maskrcnn/tf.__operators__.add_97/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"6670 maskrcnn/tf.__operators__.add_97/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "6671 maskrcnn/tf.__operators__.add_97/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"6671 maskrcnn/tf.__operators__.add_97/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "6672 maskrcnn/tf.__operators__.add_97/fake_quantize/SymmQuant/mul"; -"6672 maskrcnn/tf.__operators__.add_97/fake_quantize/SymmQuant/mul" -> "6673 maskrcnn/tf.__operators__.add_97/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"6673 maskrcnn/tf.__operators__.add_97/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6681 maskrcnn/tf.math.minimum_25/Minimum"; -"6674 maskrcnn/tf.expand_dims_30/ExpandDims/dim" -> "6675 maskrcnn/tf.expand_dims_30/ExpandDims"; -"6675 maskrcnn/tf.expand_dims_30/ExpandDims" -> "6681 maskrcnn/tf.math.minimum_25/Minimum"; -"6676 maskrcnn/tf.stack_20/stack" -> "6691 maskrcnn/tf.reshape_52/Reshape"; -"6678 maskrcnn/tf.math.subtract_70/Sub" -> "6700 maskrcnn/tf.math.subtract_70/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"6680 maskrcnn/tf.math.subtract_69/Sub" -> "6709 maskrcnn/tf.math.subtract_69/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"6681 maskrcnn/tf.math.minimum_25/Minimum" -> "6710 maskrcnn/tf.stack_19/stack"; -"6687 maskrcnn/tf.compat.v1.gather_4/GatherV2/params" -> "6689 maskrcnn/tf.compat.v1.gather_4/GatherV2"; -"6688 maskrcnn/tf.compat.v1.gather_4/GatherV2/axis" -> "6689 maskrcnn/tf.compat.v1.gather_4/GatherV2"; -"6689 maskrcnn/tf.compat.v1.gather_4/GatherV2" -> "6713 maskrcnn/tf.expand_dims_33/ExpandDims"; -"6690 maskrcnn/tf.reshape_52/Reshape/shape" -> "6691 maskrcnn/tf.reshape_52/Reshape"; -"6691 maskrcnn/tf.reshape_52/Reshape" -> "6711 maskrcnn/tf.cast_40/Cast"; -"6692 maskrcnn/tf.math.subtract_70/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "6693 maskrcnn/tf.math.subtract_70/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"6693 maskrcnn/tf.math.subtract_70/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "6694 maskrcnn/tf.math.subtract_70/fake_quantize/SymmQuant/Abs"; -"6694 maskrcnn/tf.math.subtract_70/fake_quantize/SymmQuant/Abs" -> "6696 maskrcnn/tf.math.subtract_70/fake_quantize/SymmQuant/add"; -"6695 maskrcnn/tf.math.subtract_70/fake_quantize/SymmQuant/add/y" -> "6696 maskrcnn/tf.math.subtract_70/fake_quantize/SymmQuant/add"; -"6696 maskrcnn/tf.math.subtract_70/fake_quantize/SymmQuant/add" -> "6699 maskrcnn/tf.math.subtract_70/fake_quantize/SymmQuant/mul"; -"6696 maskrcnn/tf.math.subtract_70/fake_quantize/SymmQuant/add" -> "6700 maskrcnn/tf.math.subtract_70/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"6697 maskrcnn/tf.math.subtract_70/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "6698 maskrcnn/tf.math.subtract_70/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"6698 maskrcnn/tf.math.subtract_70/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "6699 maskrcnn/tf.math.subtract_70/fake_quantize/SymmQuant/mul"; -"6699 maskrcnn/tf.math.subtract_70/fake_quantize/SymmQuant/mul" -> "6700 maskrcnn/tf.math.subtract_70/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"6700 maskrcnn/tf.math.subtract_70/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6714 maskrcnn/tf.stack_22/stack"; -"6701 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maskrcnn/mask-conv-l0/SymmQuant/FakeQuantWithMinMaxVars"; -"6831 maskrcnn/mask-conv-l0/SymmQuant/FakeQuantWithMinMaxVars" -> "6832 maskrcnn/mask-conv-l0/Conv2D"; -"6832 maskrcnn/mask-conv-l0/Conv2D" -> "6835 maskrcnn/mask-conv-l0/BiasAdd"; -"6833 maskrcnn/mask-conv-l0/BiasAdd/ReadVariableOp/resource" -> "6834 maskrcnn/mask-conv-l0/BiasAdd/ReadVariableOp"; -"6834 maskrcnn/mask-conv-l0/BiasAdd/ReadVariableOp" -> "6835 maskrcnn/mask-conv-l0/BiasAdd"; -"6835 maskrcnn/mask-conv-l0/BiasAdd" -> "6836 maskrcnn/mask-conv-l0/Relu"; -"6836 maskrcnn/mask-conv-l0/Relu" -> "6845 maskrcnn/mask-conv-l0/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"6837 maskrcnn/mask-conv-l0/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "6838 maskrcnn/mask-conv-l0/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"6838 maskrcnn/mask-conv-l0/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "6839 maskrcnn/mask-conv-l0/fake_quantize/SymmQuant/Abs"; -"6839 maskrcnn/mask-conv-l0/fake_quantize/SymmQuant/Abs" -> 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maskrcnn/mask-conv-l1/SymmQuant/Abs/ReadVariableOp/resource" -> "6847 maskrcnn/mask-conv-l1/SymmQuant/Abs/ReadVariableOp"; -"6847 maskrcnn/mask-conv-l1/SymmQuant/Abs/ReadVariableOp" -> "6848 maskrcnn/mask-conv-l1/SymmQuant/Abs"; -"6848 maskrcnn/mask-conv-l1/SymmQuant/Abs" -> "6850 maskrcnn/mask-conv-l1/SymmQuant/add"; -"6849 maskrcnn/mask-conv-l1/SymmQuant/add/y" -> "6850 maskrcnn/mask-conv-l1/SymmQuant/add"; -"6850 maskrcnn/mask-conv-l1/SymmQuant/add" -> "6853 maskrcnn/mask-conv-l1/SymmQuant/mul"; -"6850 maskrcnn/mask-conv-l1/SymmQuant/add" -> "6856 maskrcnn/mask-conv-l1/SymmQuant/FakeQuantWithMinMaxVars"; -"6851 maskrcnn/mask-conv-l1/SymmQuant/mul/ReadVariableOp/resource" -> "6852 maskrcnn/mask-conv-l1/SymmQuant/mul/ReadVariableOp"; -"6852 maskrcnn/mask-conv-l1/SymmQuant/mul/ReadVariableOp" -> "6853 maskrcnn/mask-conv-l1/SymmQuant/mul"; -"6853 maskrcnn/mask-conv-l1/SymmQuant/mul" -> "6856 maskrcnn/mask-conv-l1/SymmQuant/FakeQuantWithMinMaxVars"; -"6854 maskrcnn/mask-conv-l1/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "6855 maskrcnn/mask-conv-l1/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"6855 maskrcnn/mask-conv-l1/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "6856 maskrcnn/mask-conv-l1/SymmQuant/FakeQuantWithMinMaxVars"; -"6856 maskrcnn/mask-conv-l1/SymmQuant/FakeQuantWithMinMaxVars" -> "6857 maskrcnn/mask-conv-l1/Conv2D"; -"6857 maskrcnn/mask-conv-l1/Conv2D" -> "6860 maskrcnn/mask-conv-l1/BiasAdd"; -"6858 maskrcnn/mask-conv-l1/BiasAdd/ReadVariableOp/resource" -> "6859 maskrcnn/mask-conv-l1/BiasAdd/ReadVariableOp"; -"6859 maskrcnn/mask-conv-l1/BiasAdd/ReadVariableOp" -> "6860 maskrcnn/mask-conv-l1/BiasAdd"; -"6860 maskrcnn/mask-conv-l1/BiasAdd" -> "6861 maskrcnn/mask-conv-l1/Relu"; -"6861 maskrcnn/mask-conv-l1/Relu" -> "6870 maskrcnn/mask-conv-l1/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"6862 maskrcnn/mask-conv-l1/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "6863 maskrcnn/mask-conv-l1/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"6863 maskrcnn/mask-conv-l1/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "6864 maskrcnn/mask-conv-l1/fake_quantize/SymmQuant/Abs"; -"6864 maskrcnn/mask-conv-l1/fake_quantize/SymmQuant/Abs" -> "6866 maskrcnn/mask-conv-l1/fake_quantize/SymmQuant/add"; -"6865 maskrcnn/mask-conv-l1/fake_quantize/SymmQuant/add/y" -> "6866 maskrcnn/mask-conv-l1/fake_quantize/SymmQuant/add"; -"6866 maskrcnn/mask-conv-l1/fake_quantize/SymmQuant/add" -> "6869 maskrcnn/mask-conv-l1/fake_quantize/SymmQuant/mul"; -"6866 maskrcnn/mask-conv-l1/fake_quantize/SymmQuant/add" -> "6870 maskrcnn/mask-conv-l1/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"6867 maskrcnn/mask-conv-l1/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "6868 maskrcnn/mask-conv-l1/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"6868 maskrcnn/mask-conv-l1/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "6869 maskrcnn/mask-conv-l1/fake_quantize/SymmQuant/mul"; -"6869 maskrcnn/mask-conv-l1/fake_quantize/SymmQuant/mul" -> "6870 maskrcnn/mask-conv-l1/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"6870 maskrcnn/mask-conv-l1/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6882 maskrcnn/mask-conv-l2/Conv2D"; -"6871 maskrcnn/mask-conv-l2/SymmQuant/Abs/ReadVariableOp/resource" -> "6872 maskrcnn/mask-conv-l2/SymmQuant/Abs/ReadVariableOp"; -"6872 maskrcnn/mask-conv-l2/SymmQuant/Abs/ReadVariableOp" -> "6873 maskrcnn/mask-conv-l2/SymmQuant/Abs"; -"6873 maskrcnn/mask-conv-l2/SymmQuant/Abs" -> "6875 maskrcnn/mask-conv-l2/SymmQuant/add"; -"6874 maskrcnn/mask-conv-l2/SymmQuant/add/y" -> "6875 maskrcnn/mask-conv-l2/SymmQuant/add"; -"6875 maskrcnn/mask-conv-l2/SymmQuant/add" -> "6878 maskrcnn/mask-conv-l2/SymmQuant/mul"; -"6875 maskrcnn/mask-conv-l2/SymmQuant/add" -> "6881 maskrcnn/mask-conv-l2/SymmQuant/FakeQuantWithMinMaxVars"; -"6876 maskrcnn/mask-conv-l2/SymmQuant/mul/ReadVariableOp/resource" -> "6877 maskrcnn/mask-conv-l2/SymmQuant/mul/ReadVariableOp"; -"6877 maskrcnn/mask-conv-l2/SymmQuant/mul/ReadVariableOp" -> "6878 maskrcnn/mask-conv-l2/SymmQuant/mul"; -"6878 maskrcnn/mask-conv-l2/SymmQuant/mul" -> "6881 maskrcnn/mask-conv-l2/SymmQuant/FakeQuantWithMinMaxVars"; -"6879 maskrcnn/mask-conv-l2/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "6880 maskrcnn/mask-conv-l2/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"6880 maskrcnn/mask-conv-l2/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "6881 maskrcnn/mask-conv-l2/SymmQuant/FakeQuantWithMinMaxVars"; -"6881 maskrcnn/mask-conv-l2/SymmQuant/FakeQuantWithMinMaxVars" -> "6882 maskrcnn/mask-conv-l2/Conv2D"; -"6882 maskrcnn/mask-conv-l2/Conv2D" -> "6885 maskrcnn/mask-conv-l2/BiasAdd"; -"6883 maskrcnn/mask-conv-l2/BiasAdd/ReadVariableOp/resource" -> "6884 maskrcnn/mask-conv-l2/BiasAdd/ReadVariableOp"; -"6884 maskrcnn/mask-conv-l2/BiasAdd/ReadVariableOp" -> "6885 maskrcnn/mask-conv-l2/BiasAdd"; -"6885 maskrcnn/mask-conv-l2/BiasAdd" -> "6886 maskrcnn/mask-conv-l2/Relu"; -"6886 maskrcnn/mask-conv-l2/Relu" -> "6895 maskrcnn/mask-conv-l2/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"6887 maskrcnn/mask-conv-l2/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "6888 maskrcnn/mask-conv-l2/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"6888 maskrcnn/mask-conv-l2/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "6889 maskrcnn/mask-conv-l2/fake_quantize/SymmQuant/Abs"; -"6889 maskrcnn/mask-conv-l2/fake_quantize/SymmQuant/Abs" -> "6891 maskrcnn/mask-conv-l2/fake_quantize/SymmQuant/add"; -"6890 maskrcnn/mask-conv-l2/fake_quantize/SymmQuant/add/y" -> "6891 maskrcnn/mask-conv-l2/fake_quantize/SymmQuant/add"; -"6891 maskrcnn/mask-conv-l2/fake_quantize/SymmQuant/add" -> "6894 maskrcnn/mask-conv-l2/fake_quantize/SymmQuant/mul"; -"6891 maskrcnn/mask-conv-l2/fake_quantize/SymmQuant/add" -> "6895 maskrcnn/mask-conv-l2/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"6892 maskrcnn/mask-conv-l2/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "6893 maskrcnn/mask-conv-l2/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"6893 maskrcnn/mask-conv-l2/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "6894 maskrcnn/mask-conv-l2/fake_quantize/SymmQuant/mul"; -"6894 maskrcnn/mask-conv-l2/fake_quantize/SymmQuant/mul" -> "6895 maskrcnn/mask-conv-l2/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"6895 maskrcnn/mask-conv-l2/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6907 maskrcnn/mask-conv-l3/Conv2D"; -"6896 maskrcnn/mask-conv-l3/SymmQuant/Abs/ReadVariableOp/resource" -> "6897 maskrcnn/mask-conv-l3/SymmQuant/Abs/ReadVariableOp"; -"6897 maskrcnn/mask-conv-l3/SymmQuant/Abs/ReadVariableOp" -> "6898 maskrcnn/mask-conv-l3/SymmQuant/Abs"; -"6898 maskrcnn/mask-conv-l3/SymmQuant/Abs" -> "6900 maskrcnn/mask-conv-l3/SymmQuant/add"; -"6899 maskrcnn/mask-conv-l3/SymmQuant/add/y" -> "6900 maskrcnn/mask-conv-l3/SymmQuant/add"; -"6900 maskrcnn/mask-conv-l3/SymmQuant/add" -> "6903 maskrcnn/mask-conv-l3/SymmQuant/mul"; -"6900 maskrcnn/mask-conv-l3/SymmQuant/add" -> "6906 maskrcnn/mask-conv-l3/SymmQuant/FakeQuantWithMinMaxVars"; -"6901 maskrcnn/mask-conv-l3/SymmQuant/mul/ReadVariableOp/resource" -> "6902 maskrcnn/mask-conv-l3/SymmQuant/mul/ReadVariableOp"; -"6902 maskrcnn/mask-conv-l3/SymmQuant/mul/ReadVariableOp" -> "6903 maskrcnn/mask-conv-l3/SymmQuant/mul"; -"6903 maskrcnn/mask-conv-l3/SymmQuant/mul" -> "6906 maskrcnn/mask-conv-l3/SymmQuant/FakeQuantWithMinMaxVars"; -"6904 maskrcnn/mask-conv-l3/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "6905 maskrcnn/mask-conv-l3/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"6905 maskrcnn/mask-conv-l3/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "6906 maskrcnn/mask-conv-l3/SymmQuant/FakeQuantWithMinMaxVars"; -"6906 maskrcnn/mask-conv-l3/SymmQuant/FakeQuantWithMinMaxVars" -> "6907 maskrcnn/mask-conv-l3/Conv2D"; -"6907 maskrcnn/mask-conv-l3/Conv2D" -> "6910 maskrcnn/mask-conv-l3/BiasAdd"; -"6908 maskrcnn/mask-conv-l3/BiasAdd/ReadVariableOp/resource" -> "6909 maskrcnn/mask-conv-l3/BiasAdd/ReadVariableOp"; -"6909 maskrcnn/mask-conv-l3/BiasAdd/ReadVariableOp" -> "6910 maskrcnn/mask-conv-l3/BiasAdd"; -"6910 maskrcnn/mask-conv-l3/BiasAdd" -> "6911 maskrcnn/mask-conv-l3/Relu"; -"6911 maskrcnn/mask-conv-l3/Relu" -> "6920 maskrcnn/mask-conv-l3/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"6912 maskrcnn/mask-conv-l3/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "6913 maskrcnn/mask-conv-l3/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"6913 maskrcnn/mask-conv-l3/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "6914 maskrcnn/mask-conv-l3/fake_quantize/SymmQuant/Abs"; -"6914 maskrcnn/mask-conv-l3/fake_quantize/SymmQuant/Abs" -> "6916 maskrcnn/mask-conv-l3/fake_quantize/SymmQuant/add"; -"6915 maskrcnn/mask-conv-l3/fake_quantize/SymmQuant/add/y" -> "6916 maskrcnn/mask-conv-l3/fake_quantize/SymmQuant/add"; -"6916 maskrcnn/mask-conv-l3/fake_quantize/SymmQuant/add" -> "6919 maskrcnn/mask-conv-l3/fake_quantize/SymmQuant/mul"; -"6916 maskrcnn/mask-conv-l3/fake_quantize/SymmQuant/add" -> "6920 maskrcnn/mask-conv-l3/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"6917 maskrcnn/mask-conv-l3/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "6918 maskrcnn/mask-conv-l3/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"6918 maskrcnn/mask-conv-l3/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "6919 maskrcnn/mask-conv-l3/fake_quantize/SymmQuant/mul"; -"6919 maskrcnn/mask-conv-l3/fake_quantize/SymmQuant/mul" -> "6920 maskrcnn/mask-conv-l3/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"6920 maskrcnn/mask-conv-l3/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6945 maskrcnn/conv5-mask/conv2d_transpose"; -"6921 maskrcnn/conv5-mask/SymmQuant/Abs/ReadVariableOp/resource" -> "6922 maskrcnn/conv5-mask/SymmQuant/Abs/ReadVariableOp"; -"6922 maskrcnn/conv5-mask/SymmQuant/Abs/ReadVariableOp" -> "6923 maskrcnn/conv5-mask/SymmQuant/Abs"; -"6923 maskrcnn/conv5-mask/SymmQuant/Abs" -> "6925 maskrcnn/conv5-mask/SymmQuant/add"; -"6924 maskrcnn/conv5-mask/SymmQuant/add/y" -> "6925 maskrcnn/conv5-mask/SymmQuant/add"; -"6925 maskrcnn/conv5-mask/SymmQuant/add" -> "6928 maskrcnn/conv5-mask/SymmQuant/mul"; -"6925 maskrcnn/conv5-mask/SymmQuant/add" -> "6931 maskrcnn/conv5-mask/SymmQuant/FakeQuantWithMinMaxVars"; -"6926 maskrcnn/conv5-mask/SymmQuant/mul/ReadVariableOp/resource" -> "6927 maskrcnn/conv5-mask/SymmQuant/mul/ReadVariableOp"; -"6927 maskrcnn/conv5-mask/SymmQuant/mul/ReadVariableOp" -> "6928 maskrcnn/conv5-mask/SymmQuant/mul"; -"6928 maskrcnn/conv5-mask/SymmQuant/mul" -> "6931 maskrcnn/conv5-mask/SymmQuant/FakeQuantWithMinMaxVars"; -"6929 maskrcnn/conv5-mask/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "6930 maskrcnn/conv5-mask/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"6930 maskrcnn/conv5-mask/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "6931 maskrcnn/conv5-mask/SymmQuant/FakeQuantWithMinMaxVars"; -"6931 maskrcnn/conv5-mask/SymmQuant/FakeQuantWithMinMaxVars" -> "6945 maskrcnn/conv5-mask/conv2d_transpose"; -"6932 maskrcnn/conv5-mask/Shape" -> "6936 maskrcnn/conv5-mask/strided_slice"; -"6933 maskrcnn/conv5-mask/strided_slice/stack" -> "6936 maskrcnn/conv5-mask/strided_slice"; -"6934 maskrcnn/conv5-mask/strided_slice/stack_1" -> "6936 maskrcnn/conv5-mask/strided_slice"; -"6935 maskrcnn/conv5-mask/strided_slice/stack_2" -> "6936 maskrcnn/conv5-mask/strided_slice"; -"6936 maskrcnn/conv5-mask/strided_slice" -> "6940 maskrcnn/conv5-mask/stack"; -"6937 maskrcnn/conv5-mask/stack/1" -> "6940 maskrcnn/conv5-mask/stack"; -"6938 maskrcnn/conv5-mask/stack/2" -> "6940 maskrcnn/conv5-mask/stack"; -"6939 maskrcnn/conv5-mask/stack/3" -> "6940 maskrcnn/conv5-mask/stack"; -"6940 maskrcnn/conv5-mask/stack" -> "6944 maskrcnn/conv5-mask/strided_slice_1"; -"6940 maskrcnn/conv5-mask/stack" -> "6945 maskrcnn/conv5-mask/conv2d_transpose"; -"6941 maskrcnn/conv5-mask/strided_slice_1/stack" -> "6944 maskrcnn/conv5-mask/strided_slice_1"; -"6942 maskrcnn/conv5-mask/strided_slice_1/stack_1" -> "6944 maskrcnn/conv5-mask/strided_slice_1"; -"6943 maskrcnn/conv5-mask/strided_slice_1/stack_2" -> "6944 maskrcnn/conv5-mask/strided_slice_1"; -"6945 maskrcnn/conv5-mask/conv2d_transpose" -> "6948 maskrcnn/conv5-mask/BiasAdd"; -"6946 maskrcnn/conv5-mask/BiasAdd/ReadVariableOp/resource" -> "6947 maskrcnn/conv5-mask/BiasAdd/ReadVariableOp"; -"6947 maskrcnn/conv5-mask/BiasAdd/ReadVariableOp" -> "6948 maskrcnn/conv5-mask/BiasAdd"; -"6948 maskrcnn/conv5-mask/BiasAdd" -> "6949 maskrcnn/conv5-mask/Relu"; -"6949 maskrcnn/conv5-mask/Relu" -> "6958 maskrcnn/conv5-mask/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"6950 maskrcnn/conv5-mask/fake_quantize/SymmQuant/Abs/ReadVariableOp/resource" -> "6951 maskrcnn/conv5-mask/fake_quantize/SymmQuant/Abs/ReadVariableOp"; -"6951 maskrcnn/conv5-mask/fake_quantize/SymmQuant/Abs/ReadVariableOp" -> "6952 maskrcnn/conv5-mask/fake_quantize/SymmQuant/Abs"; -"6952 maskrcnn/conv5-mask/fake_quantize/SymmQuant/Abs" -> "6954 maskrcnn/conv5-mask/fake_quantize/SymmQuant/add"; -"6953 maskrcnn/conv5-mask/fake_quantize/SymmQuant/add/y" -> "6954 maskrcnn/conv5-mask/fake_quantize/SymmQuant/add"; -"6954 maskrcnn/conv5-mask/fake_quantize/SymmQuant/add" -> "6957 maskrcnn/conv5-mask/fake_quantize/SymmQuant/mul"; -"6954 maskrcnn/conv5-mask/fake_quantize/SymmQuant/add" -> "6958 maskrcnn/conv5-mask/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"6955 maskrcnn/conv5-mask/fake_quantize/SymmQuant/mul/ReadVariableOp/resource" -> "6956 maskrcnn/conv5-mask/fake_quantize/SymmQuant/mul/ReadVariableOp"; -"6956 maskrcnn/conv5-mask/fake_quantize/SymmQuant/mul/ReadVariableOp" -> "6957 maskrcnn/conv5-mask/fake_quantize/SymmQuant/mul"; -"6957 maskrcnn/conv5-mask/fake_quantize/SymmQuant/mul" -> "6958 maskrcnn/conv5-mask/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars"; -"6958 maskrcnn/conv5-mask/fake_quantize/SymmQuant/FakeQuantWithMinMaxVars" -> "6973 maskrcnn/mask_fcn_logits/Conv2D"; -"6959 maskrcnn/tf.cast_32/Cast" -> "6961 maskrcnn/tf.__operators__.add_67/AddV2"; -"6960 maskrcnn/tf.__operators__.add_67/y" -> "6961 maskrcnn/tf.__operators__.add_67/AddV2"; -"6961 maskrcnn/tf.__operators__.add_67/AddV2" -> "19976 maskrcnn/tf.stack_23/stack_1"; -"6961 maskrcnn/tf.__operators__.add_67/AddV2" -> "19982 Identity_3"; -"6962 maskrcnn/mask_fcn_logits/SymmQuant/Abs/ReadVariableOp/resource" -> "6963 maskrcnn/mask_fcn_logits/SymmQuant/Abs/ReadVariableOp"; -"6963 maskrcnn/mask_fcn_logits/SymmQuant/Abs/ReadVariableOp" -> "6964 maskrcnn/mask_fcn_logits/SymmQuant/Abs"; -"6964 maskrcnn/mask_fcn_logits/SymmQuant/Abs" -> "6966 maskrcnn/mask_fcn_logits/SymmQuant/add"; -"6965 maskrcnn/mask_fcn_logits/SymmQuant/add/y" -> "6966 maskrcnn/mask_fcn_logits/SymmQuant/add"; -"6966 maskrcnn/mask_fcn_logits/SymmQuant/add" -> "6969 maskrcnn/mask_fcn_logits/SymmQuant/mul"; -"6966 maskrcnn/mask_fcn_logits/SymmQuant/add" -> "6972 maskrcnn/mask_fcn_logits/SymmQuant/FakeQuantWithMinMaxVars"; -"6967 maskrcnn/mask_fcn_logits/SymmQuant/mul/ReadVariableOp/resource" -> "6968 maskrcnn/mask_fcn_logits/SymmQuant/mul/ReadVariableOp"; -"6968 maskrcnn/mask_fcn_logits/SymmQuant/mul/ReadVariableOp" -> "6969 maskrcnn/mask_fcn_logits/SymmQuant/mul"; -"6969 maskrcnn/mask_fcn_logits/SymmQuant/mul" -> "6972 maskrcnn/mask_fcn_logits/SymmQuant/FakeQuantWithMinMaxVars"; -"6970 maskrcnn/mask_fcn_logits/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp/resource" -> "6971 maskrcnn/mask_fcn_logits/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp"; -"6971 maskrcnn/mask_fcn_logits/SymmQuant/FakeQuantWithMinMaxVars/ReadVariableOp" -> "6972 maskrcnn/mask_fcn_logits/SymmQuant/FakeQuantWithMinMaxVars"; -"6972 maskrcnn/mask_fcn_logits/SymmQuant/FakeQuantWithMinMaxVars" -> "6973 maskrcnn/mask_fcn_logits/Conv2D"; -"6973 maskrcnn/mask_fcn_logits/Conv2D" -> "6976 maskrcnn/mask_fcn_logits/BiasAdd"; -"6974 maskrcnn/mask_fcn_logits/BiasAdd/ReadVariableOp/resource" -> "6975 maskrcnn/mask_fcn_logits/BiasAdd/ReadVariableOp"; -"6975 maskrcnn/mask_fcn_logits/BiasAdd/ReadVariableOp" -> "6976 maskrcnn/mask_fcn_logits/BiasAdd"; -"6976 maskrcnn/mask_fcn_logits/BiasAdd" -> "6978 maskrcnn/tf.reshape_63/Reshape"; -"6977 maskrcnn/tf.reshape_63/Reshape/shape" -> "6978 maskrcnn/tf.reshape_63/Reshape"; -"6978 maskrcnn/tf.reshape_63/Reshape" -> "6980 maskrcnn/tf.compat.v1.transpose/transpose"; -"6979 maskrcnn/tf.compat.v1.transpose/transpose/perm" -> "6980 maskrcnn/tf.compat.v1.transpose/transpose"; -"6980 maskrcnn/tf.compat.v1.transpose/transpose" -> "19977 maskrcnn/tf.compat.v1.gather_nd_1/GatherNd"; -"19781 maskrcnn/tf.stack_23/stack/0" -> "19845 maskrcnn/tf.stack_23/stack"; -"19782 maskrcnn/tf.stack_23/stack/1" -> "19845 maskrcnn/tf.stack_23/stack"; -"19783 maskrcnn/tf.stack_23/stack/2" -> "19845 maskrcnn/tf.stack_23/stack"; -"19784 maskrcnn/tf.stack_23/stack/3" -> "19845 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inception_v3/activation_89/Relu"; -"1326 inception_v3/activation_89/Relu" -> "1332 inception_v3/conv2d_90/Conv2D"; -"1327 inception_v3/conv2d_90/ReadVariableOp/resource" -> "1328 inception_v3/conv2d_90/ReadVariableOp"; -"1328 inception_v3/conv2d_90/ReadVariableOp" -> "1331 inception_v3/conv2d_90/mul"; -"1329 inception_v3/conv2d_90/mul/ReadVariableOp/resource" -> "1330 inception_v3/conv2d_90/mul/ReadVariableOp"; -"1330 inception_v3/conv2d_90/mul/ReadVariableOp" -> "1331 inception_v3/conv2d_90/mul"; -"1331 inception_v3/conv2d_90/mul" -> "1332 inception_v3/conv2d_90/Conv2D"; -"1332 inception_v3/conv2d_90/Conv2D" -> "1346 inception_v3/batch_normalization_90/FusedBatchNormV3"; -"1333 inception_v3/conv2d_86/ReadVariableOp/resource" -> "1334 inception_v3/conv2d_86/ReadVariableOp"; -"1334 inception_v3/conv2d_86/ReadVariableOp" -> "1337 inception_v3/conv2d_86/mul"; -"1335 inception_v3/conv2d_86/mul/ReadVariableOp/resource" -> "1336 inception_v3/conv2d_86/mul/ReadVariableOp"; -"1336 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inception_v3/batch_normalization_86/FusedBatchNormV3/ReadVariableOp" -> "1354 inception_v3/batch_normalization_86/FusedBatchNormV3"; -"1352 inception_v3/batch_normalization_86/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1353 inception_v3/batch_normalization_86/FusedBatchNormV3/ReadVariableOp_1"; -"1353 inception_v3/batch_normalization_86/FusedBatchNormV3/ReadVariableOp_1" -> "1354 inception_v3/batch_normalization_86/FusedBatchNormV3"; -"1354 inception_v3/batch_normalization_86/FusedBatchNormV3" -> "1356 inception_v3/activation_86/Relu"; -"1355 inception_v3/activation_90/Relu" -> "1363 inception_v3/conv2d_92/Conv2D"; -"1355 inception_v3/activation_90/Relu" -> "1369 inception_v3/conv2d_91/Conv2D"; -"1356 inception_v3/activation_86/Relu" -> "1375 inception_v3/conv2d_88/Conv2D"; -"1356 inception_v3/activation_86/Relu" -> "1381 inception_v3/conv2d_87/Conv2D"; -"1357 inception_v3/average_pooling2d_8/AvgPool" -> "1387 inception_v3/conv2d_93/Conv2D"; -"1358 inception_v3/conv2d_92/ReadVariableOp/resource" -> "1359 inception_v3/conv2d_92/ReadVariableOp"; -"1359 inception_v3/conv2d_92/ReadVariableOp" -> "1362 inception_v3/conv2d_92/mul"; -"1360 inception_v3/conv2d_92/mul/ReadVariableOp/resource" -> "1361 inception_v3/conv2d_92/mul/ReadVariableOp"; -"1361 inception_v3/conv2d_92/mul/ReadVariableOp" -> "1362 inception_v3/conv2d_92/mul"; -"1362 inception_v3/conv2d_92/mul" -> "1363 inception_v3/conv2d_92/Conv2D"; -"1363 inception_v3/conv2d_92/Conv2D" -> "1395 inception_v3/batch_normalization_92/FusedBatchNormV3"; -"1364 inception_v3/conv2d_91/ReadVariableOp/resource" -> "1365 inception_v3/conv2d_91/ReadVariableOp"; -"1365 inception_v3/conv2d_91/ReadVariableOp" -> "1368 inception_v3/conv2d_91/mul"; -"1366 inception_v3/conv2d_91/mul/ReadVariableOp/resource" -> "1367 inception_v3/conv2d_91/mul/ReadVariableOp"; -"1367 inception_v3/conv2d_91/mul/ReadVariableOp" -> "1368 inception_v3/conv2d_91/mul"; -"1368 inception_v3/conv2d_91/mul" -> "1369 inception_v3/conv2d_91/Conv2D"; -"1369 inception_v3/conv2d_91/Conv2D" -> "1403 inception_v3/batch_normalization_91/FusedBatchNormV3"; -"1370 inception_v3/conv2d_88/ReadVariableOp/resource" -> "1371 inception_v3/conv2d_88/ReadVariableOp"; -"1371 inception_v3/conv2d_88/ReadVariableOp" -> "1374 inception_v3/conv2d_88/mul"; -"1372 inception_v3/conv2d_88/mul/ReadVariableOp/resource" -> "1373 inception_v3/conv2d_88/mul/ReadVariableOp"; -"1373 inception_v3/conv2d_88/mul/ReadVariableOp" -> "1374 inception_v3/conv2d_88/mul"; -"1374 inception_v3/conv2d_88/mul" -> "1375 inception_v3/conv2d_88/Conv2D"; -"1375 inception_v3/conv2d_88/Conv2D" -> "1411 inception_v3/batch_normalization_88/FusedBatchNormV3"; -"1376 inception_v3/conv2d_87/ReadVariableOp/resource" -> "1377 inception_v3/conv2d_87/ReadVariableOp"; -"1377 inception_v3/conv2d_87/ReadVariableOp" -> "1380 inception_v3/conv2d_87/mul"; -"1378 inception_v3/conv2d_87/mul/ReadVariableOp/resource" -> "1379 inception_v3/conv2d_87/mul/ReadVariableOp"; -"1379 inception_v3/conv2d_87/mul/ReadVariableOp" -> "1380 inception_v3/conv2d_87/mul"; -"1380 inception_v3/conv2d_87/mul" -> "1381 inception_v3/conv2d_87/Conv2D"; -"1381 inception_v3/conv2d_87/Conv2D" -> "1419 inception_v3/batch_normalization_87/FusedBatchNormV3"; -"1382 inception_v3/conv2d_93/ReadVariableOp/resource" -> "1383 inception_v3/conv2d_93/ReadVariableOp"; -"1383 inception_v3/conv2d_93/ReadVariableOp" -> "1386 inception_v3/conv2d_93/mul"; -"1384 inception_v3/conv2d_93/mul/ReadVariableOp/resource" -> "1385 inception_v3/conv2d_93/mul/ReadVariableOp"; -"1385 inception_v3/conv2d_93/mul/ReadVariableOp" -> "1386 inception_v3/conv2d_93/mul"; -"1386 inception_v3/conv2d_93/mul" -> "1387 inception_v3/conv2d_93/Conv2D"; -"1387 inception_v3/conv2d_93/Conv2D" -> "1433 inception_v3/batch_normalization_93/FusedBatchNormV3"; -"1388 inception_v3/batch_normalization_92/scale" -> "1395 inception_v3/batch_normalization_92/FusedBatchNormV3"; -"1389 inception_v3/batch_normalization_92/ReadVariableOp/resource" -> "1390 inception_v3/batch_normalization_92/ReadVariableOp"; -"1390 inception_v3/batch_normalization_92/ReadVariableOp" -> "1395 inception_v3/batch_normalization_92/FusedBatchNormV3"; -"1391 inception_v3/batch_normalization_92/FusedBatchNormV3/ReadVariableOp/resource" -> "1392 inception_v3/batch_normalization_92/FusedBatchNormV3/ReadVariableOp"; -"1392 inception_v3/batch_normalization_92/FusedBatchNormV3/ReadVariableOp" -> "1395 inception_v3/batch_normalization_92/FusedBatchNormV3"; -"1393 inception_v3/batch_normalization_92/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1394 inception_v3/batch_normalization_92/FusedBatchNormV3/ReadVariableOp_1"; -"1394 inception_v3/batch_normalization_92/FusedBatchNormV3/ReadVariableOp_1" -> "1395 inception_v3/batch_normalization_92/FusedBatchNormV3"; -"1395 inception_v3/batch_normalization_92/FusedBatchNormV3" -> "1435 inception_v3/activation_92/Relu"; -"1396 inception_v3/batch_normalization_91/scale" -> "1403 inception_v3/batch_normalization_91/FusedBatchNormV3"; -"1397 inception_v3/batch_normalization_91/ReadVariableOp/resource" -> "1398 inception_v3/batch_normalization_91/ReadVariableOp"; -"1398 inception_v3/batch_normalization_91/ReadVariableOp" -> "1403 inception_v3/batch_normalization_91/FusedBatchNormV3"; -"1399 inception_v3/batch_normalization_91/FusedBatchNormV3/ReadVariableOp/resource" -> "1400 inception_v3/batch_normalization_91/FusedBatchNormV3/ReadVariableOp"; -"1400 inception_v3/batch_normalization_91/FusedBatchNormV3/ReadVariableOp" -> "1403 inception_v3/batch_normalization_91/FusedBatchNormV3"; -"1401 inception_v3/batch_normalization_91/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1402 inception_v3/batch_normalization_91/FusedBatchNormV3/ReadVariableOp_1"; -"1402 inception_v3/batch_normalization_91/FusedBatchNormV3/ReadVariableOp_1" -> "1403 inception_v3/batch_normalization_91/FusedBatchNormV3"; -"1403 inception_v3/batch_normalization_91/FusedBatchNormV3" -> "1434 inception_v3/activation_91/Relu"; -"1404 inception_v3/batch_normalization_88/scale" -> "1411 inception_v3/batch_normalization_88/FusedBatchNormV3"; -"1405 inception_v3/batch_normalization_88/ReadVariableOp/resource" -> "1406 inception_v3/batch_normalization_88/ReadVariableOp"; -"1406 inception_v3/batch_normalization_88/ReadVariableOp" -> "1411 inception_v3/batch_normalization_88/FusedBatchNormV3"; -"1407 inception_v3/batch_normalization_88/FusedBatchNormV3/ReadVariableOp/resource" -> "1408 inception_v3/batch_normalization_88/FusedBatchNormV3/ReadVariableOp"; -"1408 inception_v3/batch_normalization_88/FusedBatchNormV3/ReadVariableOp" -> "1411 inception_v3/batch_normalization_88/FusedBatchNormV3"; -"1409 inception_v3/batch_normalization_88/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1410 inception_v3/batch_normalization_88/FusedBatchNormV3/ReadVariableOp_1"; -"1410 inception_v3/batch_normalization_88/FusedBatchNormV3/ReadVariableOp_1" -> "1411 inception_v3/batch_normalization_88/FusedBatchNormV3"; -"1411 inception_v3/batch_normalization_88/FusedBatchNormV3" -> "1437 inception_v3/activation_88/Relu"; -"1412 inception_v3/batch_normalization_87/scale" -> "1419 inception_v3/batch_normalization_87/FusedBatchNormV3"; -"1413 inception_v3/batch_normalization_87/ReadVariableOp/resource" -> "1414 inception_v3/batch_normalization_87/ReadVariableOp"; -"1414 inception_v3/batch_normalization_87/ReadVariableOp" -> "1419 inception_v3/batch_normalization_87/FusedBatchNormV3"; -"1415 inception_v3/batch_normalization_87/FusedBatchNormV3/ReadVariableOp/resource" -> "1416 inception_v3/batch_normalization_87/FusedBatchNormV3/ReadVariableOp"; -"1416 inception_v3/batch_normalization_87/FusedBatchNormV3/ReadVariableOp" -> "1419 inception_v3/batch_normalization_87/FusedBatchNormV3"; -"1417 inception_v3/batch_normalization_87/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1418 inception_v3/batch_normalization_87/FusedBatchNormV3/ReadVariableOp_1"; -"1418 inception_v3/batch_normalization_87/FusedBatchNormV3/ReadVariableOp_1" -> "1419 inception_v3/batch_normalization_87/FusedBatchNormV3"; -"1419 inception_v3/batch_normalization_87/FusedBatchNormV3" -> "1436 inception_v3/activation_87/Relu"; -"1420 inception_v3/conv2d_85/ReadVariableOp/resource" -> "1421 inception_v3/conv2d_85/ReadVariableOp"; -"1421 inception_v3/conv2d_85/ReadVariableOp" -> "1424 inception_v3/conv2d_85/mul"; -"1422 inception_v3/conv2d_85/mul/ReadVariableOp/resource" -> "1423 inception_v3/conv2d_85/mul/ReadVariableOp"; -"1423 inception_v3/conv2d_85/mul/ReadVariableOp" -> "1424 inception_v3/conv2d_85/mul"; -"1424 inception_v3/conv2d_85/mul" -> "1425 inception_v3/conv2d_85/Conv2D"; -"1425 inception_v3/conv2d_85/Conv2D" -> "1445 inception_v3/batch_normalization_85/FusedBatchNormV3"; -"1426 inception_v3/batch_normalization_93/scale" -> "1433 inception_v3/batch_normalization_93/FusedBatchNormV3"; -"1427 inception_v3/batch_normalization_93/ReadVariableOp/resource" -> "1428 inception_v3/batch_normalization_93/ReadVariableOp"; -"1428 inception_v3/batch_normalization_93/ReadVariableOp" -> "1433 inception_v3/batch_normalization_93/FusedBatchNormV3"; -"1429 inception_v3/batch_normalization_93/FusedBatchNormV3/ReadVariableOp/resource" -> "1430 inception_v3/batch_normalization_93/FusedBatchNormV3/ReadVariableOp"; -"1430 inception_v3/batch_normalization_93/FusedBatchNormV3/ReadVariableOp" -> "1433 inception_v3/batch_normalization_93/FusedBatchNormV3"; -"1431 inception_v3/batch_normalization_93/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1432 inception_v3/batch_normalization_93/FusedBatchNormV3/ReadVariableOp_1"; -"1432 inception_v3/batch_normalization_93/FusedBatchNormV3/ReadVariableOp_1" -> "1433 inception_v3/batch_normalization_93/FusedBatchNormV3"; -"1433 inception_v3/batch_normalization_93/FusedBatchNormV3" -> "1451 inception_v3/activation_93/Relu"; -"1434 inception_v3/activation_91/Relu" -> "1450 inception_v3/concatenate_1/concat"; -"1435 inception_v3/activation_92/Relu" -> "1450 inception_v3/concatenate_1/concat"; -"1436 inception_v3/activation_87/Relu" -> "1448 inception_v3/mixed9_1/concat"; -"1437 inception_v3/activation_88/Relu" -> "1448 inception_v3/mixed9_1/concat"; -"1438 inception_v3/batch_normalization_85/scale" -> "1445 inception_v3/batch_normalization_85/FusedBatchNormV3"; -"1439 inception_v3/batch_normalization_85/ReadVariableOp/resource" -> "1440 inception_v3/batch_normalization_85/ReadVariableOp"; -"1440 inception_v3/batch_normalization_85/ReadVariableOp" -> "1445 inception_v3/batch_normalization_85/FusedBatchNormV3"; -"1441 inception_v3/batch_normalization_85/FusedBatchNormV3/ReadVariableOp/resource" -> "1442 inception_v3/batch_normalization_85/FusedBatchNormV3/ReadVariableOp"; -"1442 inception_v3/batch_normalization_85/FusedBatchNormV3/ReadVariableOp" -> "1445 inception_v3/batch_normalization_85/FusedBatchNormV3"; -"1443 inception_v3/batch_normalization_85/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1444 inception_v3/batch_normalization_85/FusedBatchNormV3/ReadVariableOp_1"; -"1444 inception_v3/batch_normalization_85/FusedBatchNormV3/ReadVariableOp_1" -> "1445 inception_v3/batch_normalization_85/FusedBatchNormV3"; -"1445 inception_v3/batch_normalization_85/FusedBatchNormV3" -> "1446 inception_v3/activation_85/Relu"; -"1446 inception_v3/activation_85/Relu" -> "1453 inception_v3/mixed10/concat"; -"1447 inception_v3/mixed9_1/concat/axis" -> "1448 inception_v3/mixed9_1/concat"; -"1448 inception_v3/mixed9_1/concat" -> "1453 inception_v3/mixed10/concat"; -"1449 inception_v3/concatenate_1/concat/axis" -> "1450 inception_v3/concatenate_1/concat"; -"1450 inception_v3/concatenate_1/concat" -> "1453 inception_v3/mixed10/concat"; -"1451 inception_v3/activation_93/Relu" -> "1453 inception_v3/mixed10/concat"; -"1452 inception_v3/mixed10/concat/axis" -> "1453 inception_v3/mixed10/concat"; -"1453 inception_v3/mixed10/concat" -> "1455 inception_v3/avg_pool/Mean"; -"1454 inception_v3/avg_pool/Mean/reduction_indices" -> "1455 inception_v3/avg_pool/Mean"; -"1455 inception_v3/avg_pool/Mean" -> "1461 inception_v3/predictions/MatMul"; -"1456 inception_v3/predictions/ReadVariableOp/resource" -> "1457 inception_v3/predictions/ReadVariableOp"; -"1457 inception_v3/predictions/ReadVariableOp" -> "1460 inception_v3/predictions/mul"; -"1458 inception_v3/predictions/mul/ReadVariableOp/resource" -> "1459 inception_v3/predictions/mul/ReadVariableOp"; -"1459 inception_v3/predictions/mul/ReadVariableOp" -> "1460 inception_v3/predictions/mul"; -"1460 inception_v3/predictions/mul" -> "1461 inception_v3/predictions/MatMul"; -"1461 inception_v3/predictions/MatMul" -> "1464 inception_v3/predictions/BiasAdd"; -"1462 inception_v3/predictions/BiasAdd/ReadVariableOp/resource" -> "1463 inception_v3/predictions/BiasAdd/ReadVariableOp"; -"1463 inception_v3/predictions/BiasAdd/ReadVariableOp" -> "1464 inception_v3/predictions/BiasAdd"; -"1464 inception_v3/predictions/BiasAdd" -> "1465 inception_v3/predictions/Softmax"; -"1465 inception_v3/predictions/Softmax" -> "1466 Identity"; -} diff --git a/tests/tensorflow/data/reference_graphs/2.8/sparsity/magnitude_sparsity/mask_rcnn.dot b/tests/tensorflow/data/reference_graphs/2.8/sparsity/magnitude_sparsity/mask_rcnn.dot deleted file mode 100644 index eb866c2adf4..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.8/sparsity/magnitude_sparsity/mask_rcnn.dot +++ /dev/null @@ -1,6092 +0,0 @@ -strict digraph { -"0 args_0" [id=0, op=Placeholder]; -"1 args_0_1" [id=1, op=Placeholder]; -"2 maskrcnn/tf.compat.v1.pad/Pad/paddings" [id=2, op=Const]; -"3 maskrcnn/tf.compat.v1.pad/Pad" [id=3, op=Pad]; -"4 maskrcnn/conv2d/ReadVariableOp/resource" [id=4, op=Placeholder]; -"5 maskrcnn/conv2d/ReadVariableOp" [id=5, op=ReadVariableOp]; -"6 maskrcnn/conv2d/mul/ReadVariableOp/resource" [id=6, 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maskrcnn/max_pooling2d/MaxPool" -> "22 maskrcnn/tf.identity_1/Identity"; -"22 maskrcnn/tf.identity_1/Identity" -> "28 maskrcnn/conv2d_2/Conv2D"; -"22 maskrcnn/tf.identity_1/Identity" -> "60 maskrcnn/conv2d_1/Conv2D"; -"23 maskrcnn/conv2d_2/ReadVariableOp/resource" -> "24 maskrcnn/conv2d_2/ReadVariableOp"; -"24 maskrcnn/conv2d_2/ReadVariableOp" -> "27 maskrcnn/conv2d_2/mul"; -"25 maskrcnn/conv2d_2/mul/ReadVariableOp/resource" -> "26 maskrcnn/conv2d_2/mul/ReadVariableOp"; -"26 maskrcnn/conv2d_2/mul/ReadVariableOp" -> "27 maskrcnn/conv2d_2/mul"; -"27 maskrcnn/conv2d_2/mul" -> "28 maskrcnn/conv2d_2/Conv2D"; -"28 maskrcnn/conv2d_2/Conv2D" -> "37 maskrcnn/batch_normalization_2/FusedBatchNormV3"; -"29 maskrcnn/batch_normalization_2/ReadVariableOp/resource" -> "30 maskrcnn/batch_normalization_2/ReadVariableOp"; -"30 maskrcnn/batch_normalization_2/ReadVariableOp" -> "37 maskrcnn/batch_normalization_2/FusedBatchNormV3"; -"31 maskrcnn/batch_normalization_2/ReadVariableOp_1/resource" -> "32 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maskrcnn/conv2d_6/mul/ReadVariableOp" -> "107 maskrcnn/conv2d_6/mul"; -"107 maskrcnn/conv2d_6/mul" -> "108 maskrcnn/conv2d_6/Conv2D"; -"108 maskrcnn/conv2d_6/Conv2D" -> "117 maskrcnn/batch_normalization_6/FusedBatchNormV3"; -"109 maskrcnn/batch_normalization_6/ReadVariableOp/resource" -> "110 maskrcnn/batch_normalization_6/ReadVariableOp"; -"110 maskrcnn/batch_normalization_6/ReadVariableOp" -> "117 maskrcnn/batch_normalization_6/FusedBatchNormV3"; -"111 maskrcnn/batch_normalization_6/ReadVariableOp_1/resource" -> "112 maskrcnn/batch_normalization_6/ReadVariableOp_1"; -"112 maskrcnn/batch_normalization_6/ReadVariableOp_1" -> "117 maskrcnn/batch_normalization_6/FusedBatchNormV3"; -"113 maskrcnn/batch_normalization_6/FusedBatchNormV3/ReadVariableOp/resource" -> "114 maskrcnn/batch_normalization_6/FusedBatchNormV3/ReadVariableOp"; -"114 maskrcnn/batch_normalization_6/FusedBatchNormV3/ReadVariableOp" -> "117 maskrcnn/batch_normalization_6/FusedBatchNormV3"; -"115 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maskrcnn/batch_normalization_19/FusedBatchNormV3"; -"333 maskrcnn/batch_normalization_19/FusedBatchNormV3" -> "334 maskrcnn/tf.nn.relu_17/Relu"; -"334 maskrcnn/tf.nn.relu_17/Relu" -> "340 maskrcnn/conv2d_20/Conv2D"; -"335 maskrcnn/conv2d_20/ReadVariableOp/resource" -> "336 maskrcnn/conv2d_20/ReadVariableOp"; -"336 maskrcnn/conv2d_20/ReadVariableOp" -> "339 maskrcnn/conv2d_20/mul"; -"337 maskrcnn/conv2d_20/mul/ReadVariableOp/resource" -> "338 maskrcnn/conv2d_20/mul/ReadVariableOp"; -"338 maskrcnn/conv2d_20/mul/ReadVariableOp" -> "339 maskrcnn/conv2d_20/mul"; -"339 maskrcnn/conv2d_20/mul" -> "340 maskrcnn/conv2d_20/Conv2D"; -"340 maskrcnn/conv2d_20/Conv2D" -> "349 maskrcnn/batch_normalization_20/FusedBatchNormV3"; -"341 maskrcnn/batch_normalization_20/ReadVariableOp/resource" -> "342 maskrcnn/batch_normalization_20/ReadVariableOp"; -"342 maskrcnn/batch_normalization_20/ReadVariableOp" -> "349 maskrcnn/batch_normalization_20/FusedBatchNormV3"; -"343 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maskrcnn/batch_normalization_22/FusedBatchNormV3/ReadVariableOp"; -"379 maskrcnn/batch_normalization_22/FusedBatchNormV3/ReadVariableOp" -> "382 maskrcnn/batch_normalization_22/FusedBatchNormV3"; -"380 maskrcnn/batch_normalization_22/FusedBatchNormV3/ReadVariableOp_1/resource" -> "381 maskrcnn/batch_normalization_22/FusedBatchNormV3/ReadVariableOp_1"; -"381 maskrcnn/batch_normalization_22/FusedBatchNormV3/ReadVariableOp_1" -> "382 maskrcnn/batch_normalization_22/FusedBatchNormV3"; -"382 maskrcnn/batch_normalization_22/FusedBatchNormV3" -> "383 maskrcnn/tf.nn.relu_20/Relu"; -"383 maskrcnn/tf.nn.relu_20/Relu" -> "389 maskrcnn/conv2d_23/Conv2D"; -"384 maskrcnn/conv2d_23/ReadVariableOp/resource" -> "385 maskrcnn/conv2d_23/ReadVariableOp"; -"385 maskrcnn/conv2d_23/ReadVariableOp" -> "388 maskrcnn/conv2d_23/mul"; -"386 maskrcnn/conv2d_23/mul/ReadVariableOp/resource" -> "387 maskrcnn/conv2d_23/mul/ReadVariableOp"; -"387 maskrcnn/conv2d_23/mul/ReadVariableOp" -> "388 maskrcnn/conv2d_23/mul"; 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maskrcnn/conv2d_25/mul/ReadVariableOp" -> "406 maskrcnn/conv2d_25/mul"; -"406 maskrcnn/conv2d_25/mul" -> "407 maskrcnn/conv2d_25/Conv2D"; -"407 maskrcnn/conv2d_25/Conv2D" -> "416 maskrcnn/batch_normalization_25/FusedBatchNormV3"; -"408 maskrcnn/batch_normalization_25/ReadVariableOp/resource" -> "409 maskrcnn/batch_normalization_25/ReadVariableOp"; -"409 maskrcnn/batch_normalization_25/ReadVariableOp" -> "416 maskrcnn/batch_normalization_25/FusedBatchNormV3"; -"410 maskrcnn/batch_normalization_25/ReadVariableOp_1/resource" -> "411 maskrcnn/batch_normalization_25/ReadVariableOp_1"; -"411 maskrcnn/batch_normalization_25/ReadVariableOp_1" -> "416 maskrcnn/batch_normalization_25/FusedBatchNormV3"; -"412 maskrcnn/batch_normalization_25/FusedBatchNormV3/ReadVariableOp/resource" -> "413 maskrcnn/batch_normalization_25/FusedBatchNormV3/ReadVariableOp"; -"413 maskrcnn/batch_normalization_25/FusedBatchNormV3/ReadVariableOp" -> "416 maskrcnn/batch_normalization_25/FusedBatchNormV3"; -"414 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maskrcnn/batch_normalization_26/FusedBatchNormV3/ReadVariableOp_1"; -"433 maskrcnn/batch_normalization_26/FusedBatchNormV3/ReadVariableOp_1" -> "434 maskrcnn/batch_normalization_26/FusedBatchNormV3"; -"434 maskrcnn/batch_normalization_26/FusedBatchNormV3" -> "437 maskrcnn/tf.nn.relu_23/Relu"; -"435 maskrcnn/tf.compat.v1.pad_3/Pad/paddings" -> "436 maskrcnn/tf.compat.v1.pad_3/Pad"; -"436 maskrcnn/tf.compat.v1.pad_3/Pad" -> "443 maskrcnn/conv2d_24/Conv2D"; -"437 maskrcnn/tf.nn.relu_23/Relu" -> "449 maskrcnn/conv2d_27/Conv2D"; -"438 maskrcnn/conv2d_24/ReadVariableOp/resource" -> "439 maskrcnn/conv2d_24/ReadVariableOp"; -"439 maskrcnn/conv2d_24/ReadVariableOp" -> "442 maskrcnn/conv2d_24/mul"; -"440 maskrcnn/conv2d_24/mul/ReadVariableOp/resource" -> "441 maskrcnn/conv2d_24/mul/ReadVariableOp"; -"441 maskrcnn/conv2d_24/mul/ReadVariableOp" -> "442 maskrcnn/conv2d_24/mul"; -"442 maskrcnn/conv2d_24/mul" -> "443 maskrcnn/conv2d_24/Conv2D"; -"443 maskrcnn/conv2d_24/Conv2D" -> "467 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maskrcnn/batch_normalization_48/FusedBatchNormV3/ReadVariableOp" -> "814 maskrcnn/batch_normalization_48/FusedBatchNormV3"; -"812 maskrcnn/batch_normalization_48/FusedBatchNormV3/ReadVariableOp_1/resource" -> "813 maskrcnn/batch_normalization_48/FusedBatchNormV3/ReadVariableOp_1"; -"813 maskrcnn/batch_normalization_48/FusedBatchNormV3/ReadVariableOp_1" -> "814 maskrcnn/batch_normalization_48/FusedBatchNormV3"; -"814 maskrcnn/batch_normalization_48/FusedBatchNormV3" -> "815 maskrcnn/tf.nn.relu_44/Relu"; -"815 maskrcnn/tf.nn.relu_44/Relu" -> "821 maskrcnn/conv2d_49/Conv2D"; -"816 maskrcnn/conv2d_49/ReadVariableOp/resource" -> "817 maskrcnn/conv2d_49/ReadVariableOp"; -"817 maskrcnn/conv2d_49/ReadVariableOp" -> "820 maskrcnn/conv2d_49/mul"; -"818 maskrcnn/conv2d_49/mul/ReadVariableOp/resource" -> "819 maskrcnn/conv2d_49/mul/ReadVariableOp"; -"819 maskrcnn/conv2d_49/mul/ReadVariableOp" -> "820 maskrcnn/conv2d_49/mul"; -"820 maskrcnn/conv2d_49/mul" -> "821 maskrcnn/conv2d_49/Conv2D"; -"821 maskrcnn/conv2d_49/Conv2D" -> "830 maskrcnn/batch_normalization_49/FusedBatchNormV3"; -"822 maskrcnn/batch_normalization_49/ReadVariableOp/resource" -> "823 maskrcnn/batch_normalization_49/ReadVariableOp"; -"823 maskrcnn/batch_normalization_49/ReadVariableOp" -> "830 maskrcnn/batch_normalization_49/FusedBatchNormV3"; -"824 maskrcnn/batch_normalization_49/ReadVariableOp_1/resource" -> "825 maskrcnn/batch_normalization_49/ReadVariableOp_1"; -"825 maskrcnn/batch_normalization_49/ReadVariableOp_1" -> "830 maskrcnn/batch_normalization_49/FusedBatchNormV3"; -"826 maskrcnn/batch_normalization_49/FusedBatchNormV3/ReadVariableOp/resource" -> "827 maskrcnn/batch_normalization_49/FusedBatchNormV3/ReadVariableOp"; -"827 maskrcnn/batch_normalization_49/FusedBatchNormV3/ReadVariableOp" -> "830 maskrcnn/batch_normalization_49/FusedBatchNormV3"; -"828 maskrcnn/batch_normalization_49/FusedBatchNormV3/ReadVariableOp_1/resource" -> "829 maskrcnn/batch_normalization_49/FusedBatchNormV3/ReadVariableOp_1"; -"829 maskrcnn/batch_normalization_49/FusedBatchNormV3/ReadVariableOp_1" -> "830 maskrcnn/batch_normalization_49/FusedBatchNormV3"; -"830 maskrcnn/batch_normalization_49/FusedBatchNormV3" -> "831 maskrcnn/tf.__operators__.add_14/AddV2"; -"831 maskrcnn/tf.__operators__.add_14/AddV2" -> "832 maskrcnn/tf.nn.relu_45/Relu"; -"832 maskrcnn/tf.nn.relu_45/Relu" -> "838 maskrcnn/conv2d_50/Conv2D"; -"832 maskrcnn/tf.nn.relu_45/Relu" -> "880 maskrcnn/tf.__operators__.add_15/AddV2"; -"833 maskrcnn/conv2d_50/ReadVariableOp/resource" -> "834 maskrcnn/conv2d_50/ReadVariableOp"; -"834 maskrcnn/conv2d_50/ReadVariableOp" -> "837 maskrcnn/conv2d_50/mul"; -"835 maskrcnn/conv2d_50/mul/ReadVariableOp/resource" -> "836 maskrcnn/conv2d_50/mul/ReadVariableOp"; -"836 maskrcnn/conv2d_50/mul/ReadVariableOp" -> "837 maskrcnn/conv2d_50/mul"; -"837 maskrcnn/conv2d_50/mul" -> "838 maskrcnn/conv2d_50/Conv2D"; -"838 maskrcnn/conv2d_50/Conv2D" -> "847 maskrcnn/batch_normalization_50/FusedBatchNormV3"; -"839 maskrcnn/batch_normalization_50/ReadVariableOp/resource" -> "840 maskrcnn/batch_normalization_50/ReadVariableOp"; -"840 maskrcnn/batch_normalization_50/ReadVariableOp" -> "847 maskrcnn/batch_normalization_50/FusedBatchNormV3"; -"841 maskrcnn/batch_normalization_50/ReadVariableOp_1/resource" -> "842 maskrcnn/batch_normalization_50/ReadVariableOp_1"; -"842 maskrcnn/batch_normalization_50/ReadVariableOp_1" -> "847 maskrcnn/batch_normalization_50/FusedBatchNormV3"; -"843 maskrcnn/batch_normalization_50/FusedBatchNormV3/ReadVariableOp/resource" -> "844 maskrcnn/batch_normalization_50/FusedBatchNormV3/ReadVariableOp"; -"844 maskrcnn/batch_normalization_50/FusedBatchNormV3/ReadVariableOp" -> "847 maskrcnn/batch_normalization_50/FusedBatchNormV3"; -"845 maskrcnn/batch_normalization_50/FusedBatchNormV3/ReadVariableOp_1/resource" -> "846 maskrcnn/batch_normalization_50/FusedBatchNormV3/ReadVariableOp_1"; -"846 maskrcnn/batch_normalization_50/FusedBatchNormV3/ReadVariableOp_1" -> "847 maskrcnn/batch_normalization_50/FusedBatchNormV3"; -"847 maskrcnn/batch_normalization_50/FusedBatchNormV3" -> "848 maskrcnn/tf.nn.relu_46/Relu"; -"848 maskrcnn/tf.nn.relu_46/Relu" -> "854 maskrcnn/conv2d_51/Conv2D"; -"849 maskrcnn/conv2d_51/ReadVariableOp/resource" -> "850 maskrcnn/conv2d_51/ReadVariableOp"; -"850 maskrcnn/conv2d_51/ReadVariableOp" -> "853 maskrcnn/conv2d_51/mul"; -"851 maskrcnn/conv2d_51/mul/ReadVariableOp/resource" -> "852 maskrcnn/conv2d_51/mul/ReadVariableOp"; -"852 maskrcnn/conv2d_51/mul/ReadVariableOp" -> "853 maskrcnn/conv2d_51/mul"; -"853 maskrcnn/conv2d_51/mul" -> "854 maskrcnn/conv2d_51/Conv2D"; -"854 maskrcnn/conv2d_51/Conv2D" -> "863 maskrcnn/batch_normalization_51/FusedBatchNormV3"; -"855 maskrcnn/batch_normalization_51/ReadVariableOp/resource" -> "856 maskrcnn/batch_normalization_51/ReadVariableOp"; -"856 maskrcnn/batch_normalization_51/ReadVariableOp" -> "863 maskrcnn/batch_normalization_51/FusedBatchNormV3"; -"857 maskrcnn/batch_normalization_51/ReadVariableOp_1/resource" -> "858 maskrcnn/batch_normalization_51/ReadVariableOp_1"; -"858 maskrcnn/batch_normalization_51/ReadVariableOp_1" -> "863 maskrcnn/batch_normalization_51/FusedBatchNormV3"; -"859 maskrcnn/batch_normalization_51/FusedBatchNormV3/ReadVariableOp/resource" -> "860 maskrcnn/batch_normalization_51/FusedBatchNormV3/ReadVariableOp"; -"860 maskrcnn/batch_normalization_51/FusedBatchNormV3/ReadVariableOp" -> "863 maskrcnn/batch_normalization_51/FusedBatchNormV3"; -"861 maskrcnn/batch_normalization_51/FusedBatchNormV3/ReadVariableOp_1/resource" -> "862 maskrcnn/batch_normalization_51/FusedBatchNormV3/ReadVariableOp_1"; -"862 maskrcnn/batch_normalization_51/FusedBatchNormV3/ReadVariableOp_1" -> "863 maskrcnn/batch_normalization_51/FusedBatchNormV3"; -"863 maskrcnn/batch_normalization_51/FusedBatchNormV3" -> "864 maskrcnn/tf.nn.relu_47/Relu"; -"864 maskrcnn/tf.nn.relu_47/Relu" -> "870 maskrcnn/conv2d_52/Conv2D"; -"865 maskrcnn/conv2d_52/ReadVariableOp/resource" -> "866 maskrcnn/conv2d_52/ReadVariableOp"; -"866 maskrcnn/conv2d_52/ReadVariableOp" -> "869 maskrcnn/conv2d_52/mul"; -"867 maskrcnn/conv2d_52/mul/ReadVariableOp/resource" -> "868 maskrcnn/conv2d_52/mul/ReadVariableOp"; -"868 maskrcnn/conv2d_52/mul/ReadVariableOp" -> "869 maskrcnn/conv2d_52/mul"; -"869 maskrcnn/conv2d_52/mul" -> "870 maskrcnn/conv2d_52/Conv2D"; -"870 maskrcnn/conv2d_52/Conv2D" -> "879 maskrcnn/batch_normalization_52/FusedBatchNormV3"; -"871 maskrcnn/batch_normalization_52/ReadVariableOp/resource" -> "872 maskrcnn/batch_normalization_52/ReadVariableOp"; -"872 maskrcnn/batch_normalization_52/ReadVariableOp" -> "879 maskrcnn/batch_normalization_52/FusedBatchNormV3"; -"873 maskrcnn/batch_normalization_52/ReadVariableOp_1/resource" -> "874 maskrcnn/batch_normalization_52/ReadVariableOp_1"; -"874 maskrcnn/batch_normalization_52/ReadVariableOp_1" -> "879 maskrcnn/batch_normalization_52/FusedBatchNormV3"; -"875 maskrcnn/batch_normalization_52/FusedBatchNormV3/ReadVariableOp/resource" -> "876 maskrcnn/batch_normalization_52/FusedBatchNormV3/ReadVariableOp"; -"876 maskrcnn/batch_normalization_52/FusedBatchNormV3/ReadVariableOp" -> "879 maskrcnn/batch_normalization_52/FusedBatchNormV3"; -"877 maskrcnn/batch_normalization_52/FusedBatchNormV3/ReadVariableOp_1/resource" -> "878 maskrcnn/batch_normalization_52/FusedBatchNormV3/ReadVariableOp_1"; -"878 maskrcnn/batch_normalization_52/FusedBatchNormV3/ReadVariableOp_1" -> "879 maskrcnn/batch_normalization_52/FusedBatchNormV3"; -"879 maskrcnn/batch_normalization_52/FusedBatchNormV3" -> "880 maskrcnn/tf.__operators__.add_15/AddV2"; -"880 maskrcnn/tf.__operators__.add_15/AddV2" -> "881 maskrcnn/tf.nn.relu_48/Relu"; -"881 maskrcnn/tf.nn.relu_48/Relu" -> "882 maskrcnn/tf.identity_5/Identity"; -"882 maskrcnn/tf.identity_5/Identity" -> "888 maskrcnn/l5/Conv2D"; -"883 maskrcnn/l5/ReadVariableOp/resource" -> "884 maskrcnn/l5/ReadVariableOp"; -"884 maskrcnn/l5/ReadVariableOp" -> "887 maskrcnn/l5/mul"; -"885 maskrcnn/l5/mul/ReadVariableOp/resource" -> "886 maskrcnn/l5/mul/ReadVariableOp"; -"886 maskrcnn/l5/mul/ReadVariableOp" -> "887 maskrcnn/l5/mul"; -"887 maskrcnn/l5/mul" -> "888 maskrcnn/l5/Conv2D"; -"888 maskrcnn/l5/Conv2D" -> "891 maskrcnn/l5/BiasAdd"; -"889 maskrcnn/l5/BiasAdd/ReadVariableOp/resource" -> "890 maskrcnn/l5/BiasAdd/ReadVariableOp"; -"890 maskrcnn/l5/BiasAdd/ReadVariableOp" -> "891 maskrcnn/l5/BiasAdd"; -"891 maskrcnn/l5/BiasAdd" -> "895 maskrcnn/up_sampling2d/resize/ResizeNearestNeighbor"; -"891 maskrcnn/l5/BiasAdd" -> "938 maskrcnn/post_hoc_d5/Conv2D"; -"892 maskrcnn/up_sampling2d/Const" -> "894 maskrcnn/up_sampling2d/mul"; -"893 maskrcnn/up_sampling2d/Const_1" -> "894 maskrcnn/up_sampling2d/mul"; -"894 maskrcnn/up_sampling2d/mul" -> "895 maskrcnn/up_sampling2d/resize/ResizeNearestNeighbor"; -"895 maskrcnn/up_sampling2d/resize/ResizeNearestNeighbor" -> "905 maskrcnn/tf.__operators__.add_16/AddV2"; -"896 maskrcnn/l4/ReadVariableOp/resource" -> "897 maskrcnn/l4/ReadVariableOp"; -"897 maskrcnn/l4/ReadVariableOp" -> "900 maskrcnn/l4/mul"; -"898 maskrcnn/l4/mul/ReadVariableOp/resource" -> "899 maskrcnn/l4/mul/ReadVariableOp"; -"899 maskrcnn/l4/mul/ReadVariableOp" -> "900 maskrcnn/l4/mul"; -"900 maskrcnn/l4/mul" -> "901 maskrcnn/l4/Conv2D"; -"901 maskrcnn/l4/Conv2D" -> "904 maskrcnn/l4/BiasAdd"; -"902 maskrcnn/l4/BiasAdd/ReadVariableOp/resource" -> "903 maskrcnn/l4/BiasAdd/ReadVariableOp"; -"903 maskrcnn/l4/BiasAdd/ReadVariableOp" -> "904 maskrcnn/l4/BiasAdd"; -"904 maskrcnn/l4/BiasAdd" -> "905 maskrcnn/tf.__operators__.add_16/AddV2"; -"905 maskrcnn/tf.__operators__.add_16/AddV2" -> "909 maskrcnn/up_sampling2d_1/resize/ResizeNearestNeighbor"; -"905 maskrcnn/tf.__operators__.add_16/AddV2" -> "957 maskrcnn/post_hoc_d4/Conv2D"; -"906 maskrcnn/up_sampling2d_1/Const" -> "908 maskrcnn/up_sampling2d_1/mul"; -"907 maskrcnn/up_sampling2d_1/Const_1" -> "908 maskrcnn/up_sampling2d_1/mul"; -"908 maskrcnn/up_sampling2d_1/mul" -> "909 maskrcnn/up_sampling2d_1/resize/ResizeNearestNeighbor"; -"909 maskrcnn/up_sampling2d_1/resize/ResizeNearestNeighbor" -> "919 maskrcnn/tf.__operators__.add_17/AddV2"; -"910 maskrcnn/l3/ReadVariableOp/resource" -> "911 maskrcnn/l3/ReadVariableOp"; -"911 maskrcnn/l3/ReadVariableOp" -> "914 maskrcnn/l3/mul"; -"912 maskrcnn/l3/mul/ReadVariableOp/resource" -> "913 maskrcnn/l3/mul/ReadVariableOp"; -"913 maskrcnn/l3/mul/ReadVariableOp" -> "914 maskrcnn/l3/mul"; -"914 maskrcnn/l3/mul" -> "915 maskrcnn/l3/Conv2D"; -"915 maskrcnn/l3/Conv2D" -> "918 maskrcnn/l3/BiasAdd"; -"916 maskrcnn/l3/BiasAdd/ReadVariableOp/resource" -> "917 maskrcnn/l3/BiasAdd/ReadVariableOp"; -"917 maskrcnn/l3/BiasAdd/ReadVariableOp" -> "918 maskrcnn/l3/BiasAdd"; -"918 maskrcnn/l3/BiasAdd" -> "919 maskrcnn/tf.__operators__.add_17/AddV2"; -"919 maskrcnn/tf.__operators__.add_17/AddV2" -> "923 maskrcnn/up_sampling2d_2/resize/ResizeNearestNeighbor"; -"919 maskrcnn/tf.__operators__.add_17/AddV2" -> "966 maskrcnn/post_hoc_d3/Conv2D"; -"920 maskrcnn/up_sampling2d_2/Const" -> "922 maskrcnn/up_sampling2d_2/mul"; -"921 maskrcnn/up_sampling2d_2/Const_1" -> "922 maskrcnn/up_sampling2d_2/mul"; -"922 maskrcnn/up_sampling2d_2/mul" -> "923 maskrcnn/up_sampling2d_2/resize/ResizeNearestNeighbor"; -"923 maskrcnn/up_sampling2d_2/resize/ResizeNearestNeighbor" -> "942 maskrcnn/tf.__operators__.add_18/AddV2"; -"924 maskrcnn/l2/ReadVariableOp/resource" -> "925 maskrcnn/l2/ReadVariableOp"; -"925 maskrcnn/l2/ReadVariableOp" -> "928 maskrcnn/l2/mul"; -"926 maskrcnn/l2/mul/ReadVariableOp/resource" -> "927 maskrcnn/l2/mul/ReadVariableOp"; -"927 maskrcnn/l2/mul/ReadVariableOp" -> "928 maskrcnn/l2/mul"; -"928 maskrcnn/l2/mul" -> "929 maskrcnn/l2/Conv2D"; -"929 maskrcnn/l2/Conv2D" -> "932 maskrcnn/l2/BiasAdd"; -"930 maskrcnn/l2/BiasAdd/ReadVariableOp/resource" -> "931 maskrcnn/l2/BiasAdd/ReadVariableOp"; -"931 maskrcnn/l2/BiasAdd/ReadVariableOp" -> "932 maskrcnn/l2/BiasAdd"; -"932 maskrcnn/l2/BiasAdd" -> "942 maskrcnn/tf.__operators__.add_18/AddV2"; -"933 maskrcnn/post_hoc_d5/ReadVariableOp/resource" -> "934 maskrcnn/post_hoc_d5/ReadVariableOp"; -"934 maskrcnn/post_hoc_d5/ReadVariableOp" -> "937 maskrcnn/post_hoc_d5/mul"; -"935 maskrcnn/post_hoc_d5/mul/ReadVariableOp/resource" -> "936 maskrcnn/post_hoc_d5/mul/ReadVariableOp"; -"936 maskrcnn/post_hoc_d5/mul/ReadVariableOp" -> "937 maskrcnn/post_hoc_d5/mul"; -"937 maskrcnn/post_hoc_d5/mul" -> "938 maskrcnn/post_hoc_d5/Conv2D"; -"938 maskrcnn/post_hoc_d5/Conv2D" -> "941 maskrcnn/post_hoc_d5/BiasAdd"; -"939 maskrcnn/post_hoc_d5/BiasAdd/ReadVariableOp/resource" -> "940 maskrcnn/post_hoc_d5/BiasAdd/ReadVariableOp"; -"940 maskrcnn/post_hoc_d5/BiasAdd/ReadVariableOp" -> "941 maskrcnn/post_hoc_d5/BiasAdd"; -"941 maskrcnn/post_hoc_d5/BiasAdd" -> "948 maskrcnn/p6/Conv2D"; -"941 maskrcnn/post_hoc_d5/BiasAdd" -> "996 maskrcnn/p5-bn/FusedBatchNormV3"; -"942 maskrcnn/tf.__operators__.add_18/AddV2" -> "975 maskrcnn/post_hoc_d2/Conv2D"; -"943 maskrcnn/p6/ReadVariableOp/resource" -> "944 maskrcnn/p6/ReadVariableOp"; -"944 maskrcnn/p6/ReadVariableOp" -> "947 maskrcnn/p6/mul"; -"945 maskrcnn/p6/mul/ReadVariableOp/resource" -> "946 maskrcnn/p6/mul/ReadVariableOp"; -"946 maskrcnn/p6/mul/ReadVariableOp" -> "947 maskrcnn/p6/mul"; -"947 maskrcnn/p6/mul" -> "948 maskrcnn/p6/Conv2D"; -"948 maskrcnn/p6/Conv2D" -> "951 maskrcnn/p6/BiasAdd"; -"949 maskrcnn/p6/BiasAdd/ReadVariableOp/resource" -> "950 maskrcnn/p6/BiasAdd/ReadVariableOp"; -"950 maskrcnn/p6/BiasAdd/ReadVariableOp" -> "951 maskrcnn/p6/BiasAdd"; -"951 maskrcnn/p6/BiasAdd" -> "987 maskrcnn/p6-bn/FusedBatchNormV3"; -"952 maskrcnn/post_hoc_d4/ReadVariableOp/resource" -> "953 maskrcnn/post_hoc_d4/ReadVariableOp"; -"953 maskrcnn/post_hoc_d4/ReadVariableOp" -> "956 maskrcnn/post_hoc_d4/mul"; -"954 maskrcnn/post_hoc_d4/mul/ReadVariableOp/resource" -> "955 maskrcnn/post_hoc_d4/mul/ReadVariableOp"; -"955 maskrcnn/post_hoc_d4/mul/ReadVariableOp" -> "956 maskrcnn/post_hoc_d4/mul"; -"956 maskrcnn/post_hoc_d4/mul" -> "957 maskrcnn/post_hoc_d4/Conv2D"; -"957 maskrcnn/post_hoc_d4/Conv2D" -> "960 maskrcnn/post_hoc_d4/BiasAdd"; -"958 maskrcnn/post_hoc_d4/BiasAdd/ReadVariableOp/resource" -> "959 maskrcnn/post_hoc_d4/BiasAdd/ReadVariableOp"; -"959 maskrcnn/post_hoc_d4/BiasAdd/ReadVariableOp" -> "960 maskrcnn/post_hoc_d4/BiasAdd"; -"960 maskrcnn/post_hoc_d4/BiasAdd" -> "1005 maskrcnn/p4-bn/FusedBatchNormV3"; -"961 maskrcnn/post_hoc_d3/ReadVariableOp/resource" -> "962 maskrcnn/post_hoc_d3/ReadVariableOp"; -"962 maskrcnn/post_hoc_d3/ReadVariableOp" -> "965 maskrcnn/post_hoc_d3/mul"; -"963 maskrcnn/post_hoc_d3/mul/ReadVariableOp/resource" -> "964 maskrcnn/post_hoc_d3/mul/ReadVariableOp"; -"964 maskrcnn/post_hoc_d3/mul/ReadVariableOp" -> "965 maskrcnn/post_hoc_d3/mul"; -"965 maskrcnn/post_hoc_d3/mul" -> "966 maskrcnn/post_hoc_d3/Conv2D"; -"966 maskrcnn/post_hoc_d3/Conv2D" -> "969 maskrcnn/post_hoc_d3/BiasAdd"; -"967 maskrcnn/post_hoc_d3/BiasAdd/ReadVariableOp/resource" -> "968 maskrcnn/post_hoc_d3/BiasAdd/ReadVariableOp"; -"968 maskrcnn/post_hoc_d3/BiasAdd/ReadVariableOp" -> "969 maskrcnn/post_hoc_d3/BiasAdd"; -"969 maskrcnn/post_hoc_d3/BiasAdd" -> "1014 maskrcnn/p3-bn/FusedBatchNormV3"; -"970 maskrcnn/post_hoc_d2/ReadVariableOp/resource" -> "971 maskrcnn/post_hoc_d2/ReadVariableOp"; -"971 maskrcnn/post_hoc_d2/ReadVariableOp" -> "974 maskrcnn/post_hoc_d2/mul"; -"972 maskrcnn/post_hoc_d2/mul/ReadVariableOp/resource" -> "973 maskrcnn/post_hoc_d2/mul/ReadVariableOp"; -"973 maskrcnn/post_hoc_d2/mul/ReadVariableOp" -> "974 maskrcnn/post_hoc_d2/mul"; -"974 maskrcnn/post_hoc_d2/mul" -> "975 maskrcnn/post_hoc_d2/Conv2D"; -"975 maskrcnn/post_hoc_d2/Conv2D" -> "978 maskrcnn/post_hoc_d2/BiasAdd"; -"976 maskrcnn/post_hoc_d2/BiasAdd/ReadVariableOp/resource" -> "977 maskrcnn/post_hoc_d2/BiasAdd/ReadVariableOp"; -"977 maskrcnn/post_hoc_d2/BiasAdd/ReadVariableOp" -> "978 maskrcnn/post_hoc_d2/BiasAdd"; -"978 maskrcnn/post_hoc_d2/BiasAdd" -> "1023 maskrcnn/p2-bn/FusedBatchNormV3"; -"979 maskrcnn/p6-bn/ReadVariableOp/resource" -> "980 maskrcnn/p6-bn/ReadVariableOp"; -"980 maskrcnn/p6-bn/ReadVariableOp" -> "987 maskrcnn/p6-bn/FusedBatchNormV3"; -"981 maskrcnn/p6-bn/ReadVariableOp_1/resource" -> "982 maskrcnn/p6-bn/ReadVariableOp_1"; -"982 maskrcnn/p6-bn/ReadVariableOp_1" -> "987 maskrcnn/p6-bn/FusedBatchNormV3"; -"983 maskrcnn/p6-bn/FusedBatchNormV3/ReadVariableOp/resource" -> "984 maskrcnn/p6-bn/FusedBatchNormV3/ReadVariableOp"; -"984 maskrcnn/p6-bn/FusedBatchNormV3/ReadVariableOp" -> "987 maskrcnn/p6-bn/FusedBatchNormV3"; -"985 maskrcnn/p6-bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "986 maskrcnn/p6-bn/FusedBatchNormV3/ReadVariableOp_1"; -"986 maskrcnn/p6-bn/FusedBatchNormV3/ReadVariableOp_1" -> "987 maskrcnn/p6-bn/FusedBatchNormV3"; -"987 maskrcnn/p6-bn/FusedBatchNormV3" -> "1029 maskrcnn/rpn/Conv2D"; -"987 maskrcnn/p6-bn/FusedBatchNormV3" -> "1899 maskrcnn/tf.reshape_18/Reshape"; -"987 maskrcnn/p6-bn/FusedBatchNormV3" -> "2676 maskrcnn/tf.reshape_47/Reshape"; -"988 maskrcnn/p5-bn/ReadVariableOp/resource" -> "989 maskrcnn/p5-bn/ReadVariableOp"; -"989 maskrcnn/p5-bn/ReadVariableOp" -> "996 maskrcnn/p5-bn/FusedBatchNormV3"; -"990 maskrcnn/p5-bn/ReadVariableOp_1/resource" -> "991 maskrcnn/p5-bn/ReadVariableOp_1"; -"991 maskrcnn/p5-bn/ReadVariableOp_1" -> "996 maskrcnn/p5-bn/FusedBatchNormV3"; -"992 maskrcnn/p5-bn/FusedBatchNormV3/ReadVariableOp/resource" -> "993 maskrcnn/p5-bn/FusedBatchNormV3/ReadVariableOp"; -"993 maskrcnn/p5-bn/FusedBatchNormV3/ReadVariableOp" -> "996 maskrcnn/p5-bn/FusedBatchNormV3"; -"994 maskrcnn/p5-bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "995 maskrcnn/p5-bn/FusedBatchNormV3/ReadVariableOp_1"; -"995 maskrcnn/p5-bn/FusedBatchNormV3/ReadVariableOp_1" -> "996 maskrcnn/p5-bn/FusedBatchNormV3"; -"996 maskrcnn/p5-bn/FusedBatchNormV3" -> "1037 maskrcnn/rpn/Conv2D_1"; -"996 maskrcnn/p5-bn/FusedBatchNormV3" -> "1897 maskrcnn/tf.reshape_16/Reshape"; -"996 maskrcnn/p5-bn/FusedBatchNormV3" -> "2674 maskrcnn/tf.reshape_45/Reshape"; -"997 maskrcnn/p4-bn/ReadVariableOp/resource" -> "998 maskrcnn/p4-bn/ReadVariableOp"; -"998 maskrcnn/p4-bn/ReadVariableOp" -> "1005 maskrcnn/p4-bn/FusedBatchNormV3"; -"999 maskrcnn/p4-bn/ReadVariableOp_1/resource" -> "1000 maskrcnn/p4-bn/ReadVariableOp_1"; -"1000 maskrcnn/p4-bn/ReadVariableOp_1" -> "1005 maskrcnn/p4-bn/FusedBatchNormV3"; -"1001 maskrcnn/p4-bn/FusedBatchNormV3/ReadVariableOp/resource" -> "1002 maskrcnn/p4-bn/FusedBatchNormV3/ReadVariableOp"; -"1002 maskrcnn/p4-bn/FusedBatchNormV3/ReadVariableOp" -> "1005 maskrcnn/p4-bn/FusedBatchNormV3"; -"1003 maskrcnn/p4-bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1004 maskrcnn/p4-bn/FusedBatchNormV3/ReadVariableOp_1"; -"1004 maskrcnn/p4-bn/FusedBatchNormV3/ReadVariableOp_1" -> "1005 maskrcnn/p4-bn/FusedBatchNormV3"; -"1005 maskrcnn/p4-bn/FusedBatchNormV3" -> "1044 maskrcnn/rpn/Conv2D_2"; -"1005 maskrcnn/p4-bn/FusedBatchNormV3" -> "1895 maskrcnn/tf.reshape_14/Reshape"; -"1005 maskrcnn/p4-bn/FusedBatchNormV3" -> "2672 maskrcnn/tf.reshape_43/Reshape"; -"1006 maskrcnn/p3-bn/ReadVariableOp/resource" -> "1007 maskrcnn/p3-bn/ReadVariableOp"; -"1007 maskrcnn/p3-bn/ReadVariableOp" -> "1014 maskrcnn/p3-bn/FusedBatchNormV3"; -"1008 maskrcnn/p3-bn/ReadVariableOp_1/resource" -> "1009 maskrcnn/p3-bn/ReadVariableOp_1"; -"1009 maskrcnn/p3-bn/ReadVariableOp_1" -> "1014 maskrcnn/p3-bn/FusedBatchNormV3"; -"1010 maskrcnn/p3-bn/FusedBatchNormV3/ReadVariableOp/resource" -> "1011 maskrcnn/p3-bn/FusedBatchNormV3/ReadVariableOp"; -"1011 maskrcnn/p3-bn/FusedBatchNormV3/ReadVariableOp" -> "1014 maskrcnn/p3-bn/FusedBatchNormV3"; -"1012 maskrcnn/p3-bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1013 maskrcnn/p3-bn/FusedBatchNormV3/ReadVariableOp_1"; -"1013 maskrcnn/p3-bn/FusedBatchNormV3/ReadVariableOp_1" -> "1014 maskrcnn/p3-bn/FusedBatchNormV3"; -"1014 maskrcnn/p3-bn/FusedBatchNormV3" -> "1051 maskrcnn/rpn/Conv2D_3"; -"1014 maskrcnn/p3-bn/FusedBatchNormV3" -> "1893 maskrcnn/tf.reshape_12/Reshape"; -"1014 maskrcnn/p3-bn/FusedBatchNormV3" -> "2670 maskrcnn/tf.reshape_41/Reshape"; -"1015 maskrcnn/p2-bn/ReadVariableOp/resource" -> "1016 maskrcnn/p2-bn/ReadVariableOp"; -"1016 maskrcnn/p2-bn/ReadVariableOp" -> "1023 maskrcnn/p2-bn/FusedBatchNormV3"; -"1017 maskrcnn/p2-bn/ReadVariableOp_1/resource" -> "1018 maskrcnn/p2-bn/ReadVariableOp_1"; -"1018 maskrcnn/p2-bn/ReadVariableOp_1" -> "1023 maskrcnn/p2-bn/FusedBatchNormV3"; -"1019 maskrcnn/p2-bn/FusedBatchNormV3/ReadVariableOp/resource" -> "1020 maskrcnn/p2-bn/FusedBatchNormV3/ReadVariableOp"; -"1020 maskrcnn/p2-bn/FusedBatchNormV3/ReadVariableOp" -> "1023 maskrcnn/p2-bn/FusedBatchNormV3"; -"1021 maskrcnn/p2-bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1022 maskrcnn/p2-bn/FusedBatchNormV3/ReadVariableOp_1"; -"1022 maskrcnn/p2-bn/FusedBatchNormV3/ReadVariableOp_1" -> "1023 maskrcnn/p2-bn/FusedBatchNormV3"; -"1023 maskrcnn/p2-bn/FusedBatchNormV3" -> "1058 maskrcnn/rpn/Conv2D_4"; -"1023 maskrcnn/p2-bn/FusedBatchNormV3" -> "1891 maskrcnn/tf.reshape_10/Reshape"; -"1023 maskrcnn/p2-bn/FusedBatchNormV3" -> "2668 maskrcnn/tf.reshape_39/Reshape"; -"1024 maskrcnn/rpn/ReadVariableOp/resource" -> "1025 maskrcnn/rpn/ReadVariableOp"; -"1024 maskrcnn/rpn/ReadVariableOp/resource" -> "1034 maskrcnn/rpn/ReadVariableOp_1"; -"1024 maskrcnn/rpn/ReadVariableOp/resource" -> "1041 maskrcnn/rpn/ReadVariableOp_2"; -"1024 maskrcnn/rpn/ReadVariableOp/resource" -> "1048 maskrcnn/rpn/ReadVariableOp_3"; -"1024 maskrcnn/rpn/ReadVariableOp/resource" -> "1055 maskrcnn/rpn/ReadVariableOp_4"; -"1025 maskrcnn/rpn/ReadVariableOp" -> "1028 maskrcnn/rpn/mul"; -"1026 maskrcnn/rpn/mul/ReadVariableOp/resource" -> "1027 maskrcnn/rpn/mul/ReadVariableOp"; -"1026 maskrcnn/rpn/mul/ReadVariableOp/resource" -> "1035 maskrcnn/rpn/mul_1/ReadVariableOp"; -"1026 maskrcnn/rpn/mul/ReadVariableOp/resource" -> "1042 maskrcnn/rpn/mul_2/ReadVariableOp"; -"1026 maskrcnn/rpn/mul/ReadVariableOp/resource" -> "1049 maskrcnn/rpn/mul_3/ReadVariableOp"; -"1026 maskrcnn/rpn/mul/ReadVariableOp/resource" -> "1056 maskrcnn/rpn/mul_4/ReadVariableOp"; -"1027 maskrcnn/rpn/mul/ReadVariableOp" -> "1028 maskrcnn/rpn/mul"; -"1028 maskrcnn/rpn/mul" -> "1029 maskrcnn/rpn/Conv2D"; -"1029 maskrcnn/rpn/Conv2D" -> "1032 maskrcnn/rpn/BiasAdd"; -"1030 maskrcnn/rpn/BiasAdd/ReadVariableOp/resource" -> "1031 maskrcnn/rpn/BiasAdd/ReadVariableOp"; -"1030 maskrcnn/rpn/BiasAdd/ReadVariableOp/resource" -> "1038 maskrcnn/rpn/BiasAdd_1/ReadVariableOp"; -"1030 maskrcnn/rpn/BiasAdd/ReadVariableOp/resource" -> "1045 maskrcnn/rpn/BiasAdd_2/ReadVariableOp"; -"1030 maskrcnn/rpn/BiasAdd/ReadVariableOp/resource" -> "1052 maskrcnn/rpn/BiasAdd_3/ReadVariableOp"; -"1030 maskrcnn/rpn/BiasAdd/ReadVariableOp/resource" -> "1059 maskrcnn/rpn/BiasAdd_4/ReadVariableOp"; -"1031 maskrcnn/rpn/BiasAdd/ReadVariableOp" -> "1032 maskrcnn/rpn/BiasAdd"; -"1032 maskrcnn/rpn/BiasAdd" -> "1033 maskrcnn/rpn/Relu"; -"1033 maskrcnn/rpn/Relu" -> "1067 maskrcnn/rpn-box/Conv2D"; -"1033 maskrcnn/rpn/Relu" -> "1391 maskrcnn/rpn-class/Conv2D"; -"1034 maskrcnn/rpn/ReadVariableOp_1" -> "1036 maskrcnn/rpn/mul_1"; -"1035 maskrcnn/rpn/mul_1/ReadVariableOp" -> "1036 maskrcnn/rpn/mul_1"; -"1036 maskrcnn/rpn/mul_1" -> "1037 maskrcnn/rpn/Conv2D_1"; -"1037 maskrcnn/rpn/Conv2D_1" -> "1039 maskrcnn/rpn/BiasAdd_1"; -"1038 maskrcnn/rpn/BiasAdd_1/ReadVariableOp" -> "1039 maskrcnn/rpn/BiasAdd_1"; -"1039 maskrcnn/rpn/BiasAdd_1" -> "1040 maskrcnn/rpn/Relu_1"; -"1040 maskrcnn/rpn/Relu_1" -> "1074 maskrcnn/rpn-box/Conv2D_1"; -"1040 maskrcnn/rpn/Relu_1" -> "1398 maskrcnn/rpn-class/Conv2D_1"; -"1041 maskrcnn/rpn/ReadVariableOp_2" -> "1043 maskrcnn/rpn/mul_2"; -"1042 maskrcnn/rpn/mul_2/ReadVariableOp" -> "1043 maskrcnn/rpn/mul_2"; -"1043 maskrcnn/rpn/mul_2" -> "1044 maskrcnn/rpn/Conv2D_2"; -"1044 maskrcnn/rpn/Conv2D_2" -> "1046 maskrcnn/rpn/BiasAdd_2"; -"1045 maskrcnn/rpn/BiasAdd_2/ReadVariableOp" -> "1046 maskrcnn/rpn/BiasAdd_2"; -"1046 maskrcnn/rpn/BiasAdd_2" -> "1047 maskrcnn/rpn/Relu_2"; -"1047 maskrcnn/rpn/Relu_2" -> "1080 maskrcnn/rpn-box/Conv2D_2"; -"1047 maskrcnn/rpn/Relu_2" -> "1404 maskrcnn/rpn-class/Conv2D_2"; -"1048 maskrcnn/rpn/ReadVariableOp_3" -> "1050 maskrcnn/rpn/mul_3"; -"1049 maskrcnn/rpn/mul_3/ReadVariableOp" -> "1050 maskrcnn/rpn/mul_3"; -"1050 maskrcnn/rpn/mul_3" -> "1051 maskrcnn/rpn/Conv2D_3"; -"1051 maskrcnn/rpn/Conv2D_3" -> "1053 maskrcnn/rpn/BiasAdd_3"; -"1052 maskrcnn/rpn/BiasAdd_3/ReadVariableOp" -> "1053 maskrcnn/rpn/BiasAdd_3"; -"1053 maskrcnn/rpn/BiasAdd_3" -> "1054 maskrcnn/rpn/Relu_3"; -"1054 maskrcnn/rpn/Relu_3" -> "1086 maskrcnn/rpn-box/Conv2D_3"; -"1054 maskrcnn/rpn/Relu_3" -> "1410 maskrcnn/rpn-class/Conv2D_3"; -"1055 maskrcnn/rpn/ReadVariableOp_4" -> "1057 maskrcnn/rpn/mul_4"; -"1056 maskrcnn/rpn/mul_4/ReadVariableOp" -> "1057 maskrcnn/rpn/mul_4"; -"1057 maskrcnn/rpn/mul_4" -> "1058 maskrcnn/rpn/Conv2D_4"; -"1058 maskrcnn/rpn/Conv2D_4" -> "1060 maskrcnn/rpn/BiasAdd_4"; -"1059 maskrcnn/rpn/BiasAdd_4/ReadVariableOp" -> "1060 maskrcnn/rpn/BiasAdd_4"; -"1060 maskrcnn/rpn/BiasAdd_4" -> "1061 maskrcnn/rpn/Relu_4"; -"1061 maskrcnn/rpn/Relu_4" -> "1092 maskrcnn/rpn-box/Conv2D_4"; -"1061 maskrcnn/rpn/Relu_4" -> "1416 maskrcnn/rpn-class/Conv2D_4"; -"1062 maskrcnn/rpn-box/ReadVariableOp/resource" -> "1063 maskrcnn/rpn-box/ReadVariableOp"; -"1062 maskrcnn/rpn-box/ReadVariableOp/resource" -> "1071 maskrcnn/rpn-box/ReadVariableOp_1"; -"1062 maskrcnn/rpn-box/ReadVariableOp/resource" -> "1077 maskrcnn/rpn-box/ReadVariableOp_2"; -"1062 maskrcnn/rpn-box/ReadVariableOp/resource" -> "1083 maskrcnn/rpn-box/ReadVariableOp_3"; -"1062 maskrcnn/rpn-box/ReadVariableOp/resource" -> "1089 maskrcnn/rpn-box/ReadVariableOp_4"; -"1063 maskrcnn/rpn-box/ReadVariableOp" -> "1066 maskrcnn/rpn-box/mul"; -"1064 maskrcnn/rpn-box/mul/ReadVariableOp/resource" -> "1065 maskrcnn/rpn-box/mul/ReadVariableOp"; -"1064 maskrcnn/rpn-box/mul/ReadVariableOp/resource" -> "1072 maskrcnn/rpn-box/mul_1/ReadVariableOp"; -"1064 maskrcnn/rpn-box/mul/ReadVariableOp/resource" -> "1078 maskrcnn/rpn-box/mul_2/ReadVariableOp"; -"1064 maskrcnn/rpn-box/mul/ReadVariableOp/resource" -> "1084 maskrcnn/rpn-box/mul_3/ReadVariableOp"; -"1064 maskrcnn/rpn-box/mul/ReadVariableOp/resource" -> "1090 maskrcnn/rpn-box/mul_4/ReadVariableOp"; -"1065 maskrcnn/rpn-box/mul/ReadVariableOp" -> "1066 maskrcnn/rpn-box/mul"; -"1066 maskrcnn/rpn-box/mul" -> "1067 maskrcnn/rpn-box/Conv2D"; -"1067 maskrcnn/rpn-box/Conv2D" -> "1070 maskrcnn/rpn-box/BiasAdd"; -"1068 maskrcnn/rpn-box/BiasAdd/ReadVariableOp/resource" -> "1069 maskrcnn/rpn-box/BiasAdd/ReadVariableOp"; -"1068 maskrcnn/rpn-box/BiasAdd/ReadVariableOp/resource" -> "1075 maskrcnn/rpn-box/BiasAdd_1/ReadVariableOp"; -"1068 maskrcnn/rpn-box/BiasAdd/ReadVariableOp/resource" -> "1081 maskrcnn/rpn-box/BiasAdd_2/ReadVariableOp"; -"1068 maskrcnn/rpn-box/BiasAdd/ReadVariableOp/resource" -> "1087 maskrcnn/rpn-box/BiasAdd_3/ReadVariableOp"; -"1068 maskrcnn/rpn-box/BiasAdd/ReadVariableOp/resource" -> "1093 maskrcnn/rpn-box/BiasAdd_4/ReadVariableOp"; -"1069 maskrcnn/rpn-box/BiasAdd/ReadVariableOp" -> "1070 maskrcnn/rpn-box/BiasAdd"; -"1070 maskrcnn/rpn-box/BiasAdd" -> "1096 maskrcnn/tf.reshape_9/Reshape"; -"1070 maskrcnn/rpn-box/BiasAdd" -> "15790 Identity_11"; -"1071 maskrcnn/rpn-box/ReadVariableOp_1" -> "1073 maskrcnn/rpn-box/mul_1"; -"1072 maskrcnn/rpn-box/mul_1/ReadVariableOp" -> "1073 maskrcnn/rpn-box/mul_1"; -"1073 maskrcnn/rpn-box/mul_1" -> "1074 maskrcnn/rpn-box/Conv2D_1"; -"1074 maskrcnn/rpn-box/Conv2D_1" -> "1076 maskrcnn/rpn-box/BiasAdd_1"; -"1075 maskrcnn/rpn-box/BiasAdd_1/ReadVariableOp" -> "1076 maskrcnn/rpn-box/BiasAdd_1"; -"1076 maskrcnn/rpn-box/BiasAdd_1" -> "1098 maskrcnn/tf.reshape_7/Reshape"; -"1076 maskrcnn/rpn-box/BiasAdd_1" -> "15789 Identity_10"; -"1077 maskrcnn/rpn-box/ReadVariableOp_2" -> "1079 maskrcnn/rpn-box/mul_2"; -"1078 maskrcnn/rpn-box/mul_2/ReadVariableOp" -> "1079 maskrcnn/rpn-box/mul_2"; -"1079 maskrcnn/rpn-box/mul_2" -> "1080 maskrcnn/rpn-box/Conv2D_2"; -"1080 maskrcnn/rpn-box/Conv2D_2" -> "1082 maskrcnn/rpn-box/BiasAdd_2"; -"1081 maskrcnn/rpn-box/BiasAdd_2/ReadVariableOp" -> "1082 maskrcnn/rpn-box/BiasAdd_2"; -"1082 maskrcnn/rpn-box/BiasAdd_2" -> "1100 maskrcnn/tf.reshape_5/Reshape"; -"1082 maskrcnn/rpn-box/BiasAdd_2" -> "15788 Identity_9"; -"1083 maskrcnn/rpn-box/ReadVariableOp_3" -> "1085 maskrcnn/rpn-box/mul_3"; -"1084 maskrcnn/rpn-box/mul_3/ReadVariableOp" -> "1085 maskrcnn/rpn-box/mul_3"; -"1085 maskrcnn/rpn-box/mul_3" -> "1086 maskrcnn/rpn-box/Conv2D_3"; -"1086 maskrcnn/rpn-box/Conv2D_3" -> "1088 maskrcnn/rpn-box/BiasAdd_3"; -"1087 maskrcnn/rpn-box/BiasAdd_3/ReadVariableOp" -> "1088 maskrcnn/rpn-box/BiasAdd_3"; -"1088 maskrcnn/rpn-box/BiasAdd_3" -> "1102 maskrcnn/tf.reshape_3/Reshape"; -"1088 maskrcnn/rpn-box/BiasAdd_3" -> "15787 Identity_8"; -"1089 maskrcnn/rpn-box/ReadVariableOp_4" -> "1091 maskrcnn/rpn-box/mul_4"; -"1090 maskrcnn/rpn-box/mul_4/ReadVariableOp" -> "1091 maskrcnn/rpn-box/mul_4"; -"1091 maskrcnn/rpn-box/mul_4" -> "1092 maskrcnn/rpn-box/Conv2D_4"; -"1092 maskrcnn/rpn-box/Conv2D_4" -> "1094 maskrcnn/rpn-box/BiasAdd_4"; -"1093 maskrcnn/rpn-box/BiasAdd_4/ReadVariableOp" -> "1094 maskrcnn/rpn-box/BiasAdd_4"; -"1094 maskrcnn/rpn-box/BiasAdd_4" -> "1104 maskrcnn/tf.reshape_1/Reshape"; -"1094 maskrcnn/rpn-box/BiasAdd_4" -> "15786 Identity_7"; -"1095 maskrcnn/tf.reshape_9/Reshape/shape" -> "1096 maskrcnn/tf.reshape_9/Reshape"; -"1096 maskrcnn/tf.reshape_9/Reshape" -> "1108 maskrcnn/tf.__operators__.getitem_20/strided_slice"; -"1096 maskrcnn/tf.reshape_9/Reshape" -> "1112 maskrcnn/tf.__operators__.getitem_19/strided_slice"; -"1096 maskrcnn/tf.reshape_9/Reshape" -> "1169 maskrcnn/tf.__operators__.getitem_18/strided_slice"; -"1096 maskrcnn/tf.reshape_9/Reshape" -> "1174 maskrcnn/tf.__operators__.getitem_17/strided_slice"; -"1097 maskrcnn/tf.reshape_7/Reshape/shape" -> "1098 maskrcnn/tf.reshape_7/Reshape"; -"1098 maskrcnn/tf.reshape_7/Reshape" -> "1116 maskrcnn/tf.__operators__.getitem_16/strided_slice"; -"1098 maskrcnn/tf.reshape_7/Reshape" -> "1120 maskrcnn/tf.__operators__.getitem_15/strided_slice"; -"1098 maskrcnn/tf.reshape_7/Reshape" -> "1179 maskrcnn/tf.__operators__.getitem_14/strided_slice"; -"1098 maskrcnn/tf.reshape_7/Reshape" -> "1184 maskrcnn/tf.__operators__.getitem_13/strided_slice"; -"1099 maskrcnn/tf.reshape_5/Reshape/shape" -> "1100 maskrcnn/tf.reshape_5/Reshape"; -"1100 maskrcnn/tf.reshape_5/Reshape" -> "1124 maskrcnn/tf.__operators__.getitem_12/strided_slice"; -"1100 maskrcnn/tf.reshape_5/Reshape" -> "1128 maskrcnn/tf.__operators__.getitem_11/strided_slice"; -"1100 maskrcnn/tf.reshape_5/Reshape" -> "1189 maskrcnn/tf.__operators__.getitem_10/strided_slice"; -"1100 maskrcnn/tf.reshape_5/Reshape" -> "1194 maskrcnn/tf.__operators__.getitem_9/strided_slice"; -"1101 maskrcnn/tf.reshape_3/Reshape/shape" -> "1102 maskrcnn/tf.reshape_3/Reshape"; -"1102 maskrcnn/tf.reshape_3/Reshape" -> "1132 maskrcnn/tf.__operators__.getitem_8/strided_slice"; -"1102 maskrcnn/tf.reshape_3/Reshape" -> "1136 maskrcnn/tf.__operators__.getitem_7/strided_slice"; -"1102 maskrcnn/tf.reshape_3/Reshape" -> "1199 maskrcnn/tf.__operators__.getitem_6/strided_slice"; -"1102 maskrcnn/tf.reshape_3/Reshape" -> "1204 maskrcnn/tf.__operators__.getitem_5/strided_slice"; -"1103 maskrcnn/tf.reshape_1/Reshape/shape" -> "1104 maskrcnn/tf.reshape_1/Reshape"; -"1104 maskrcnn/tf.reshape_1/Reshape" -> "1140 maskrcnn/tf.__operators__.getitem_4/strided_slice"; -"1104 maskrcnn/tf.reshape_1/Reshape" -> "1144 maskrcnn/tf.__operators__.getitem_3/strided_slice"; -"1104 maskrcnn/tf.reshape_1/Reshape" -> "1209 maskrcnn/tf.__operators__.getitem_2/strided_slice"; -"1104 maskrcnn/tf.reshape_1/Reshape" -> "1214 maskrcnn/tf.__operators__.getitem_1/strided_slice"; -"1105 maskrcnn/tf.__operators__.getitem_20/strided_slice/stack" -> "1108 maskrcnn/tf.__operators__.getitem_20/strided_slice"; -"1106 maskrcnn/tf.__operators__.getitem_20/strided_slice/stack_1" -> "1108 maskrcnn/tf.__operators__.getitem_20/strided_slice"; -"1107 maskrcnn/tf.__operators__.getitem_20/strided_slice/stack_2" -> "1108 maskrcnn/tf.__operators__.getitem_20/strided_slice"; -"1108 maskrcnn/tf.__operators__.getitem_20/strided_slice" -> "1146 maskrcnn/tf.math.minimum_13/Minimum"; -"1109 maskrcnn/tf.__operators__.getitem_19/strided_slice/stack" -> "1112 maskrcnn/tf.__operators__.getitem_19/strided_slice"; -"1110 maskrcnn/tf.__operators__.getitem_19/strided_slice/stack_1" -> "1112 maskrcnn/tf.__operators__.getitem_19/strided_slice"; -"1111 maskrcnn/tf.__operators__.getitem_19/strided_slice/stack_2" -> "1112 maskrcnn/tf.__operators__.getitem_19/strided_slice"; -"1112 maskrcnn/tf.__operators__.getitem_19/strided_slice" -> "1148 maskrcnn/tf.math.minimum_12/Minimum"; -"1113 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maskrcnn/rpn-class/BiasAdd_2" -> "15793 Identity_14"; -"1407 maskrcnn/rpn-class/ReadVariableOp_3" -> "1409 maskrcnn/rpn-class/mul_3"; -"1408 maskrcnn/rpn-class/mul_3/ReadVariableOp" -> "1409 maskrcnn/rpn-class/mul_3"; -"1409 maskrcnn/rpn-class/mul_3" -> "1410 maskrcnn/rpn-class/Conv2D_3"; -"1410 maskrcnn/rpn-class/Conv2D_3" -> "1412 maskrcnn/rpn-class/BiasAdd_3"; -"1411 maskrcnn/rpn-class/BiasAdd_3/ReadVariableOp" -> "1412 maskrcnn/rpn-class/BiasAdd_3"; -"1412 maskrcnn/rpn-class/BiasAdd_3" -> "1444 maskrcnn/tf.reshape_2/Reshape"; -"1412 maskrcnn/rpn-class/BiasAdd_3" -> "15792 Identity_13"; -"1413 maskrcnn/rpn-class/ReadVariableOp_4" -> "1415 maskrcnn/rpn-class/mul_4"; -"1414 maskrcnn/rpn-class/mul_4/ReadVariableOp" -> "1415 maskrcnn/rpn-class/mul_4"; -"1415 maskrcnn/rpn-class/mul_4" -> "1416 maskrcnn/rpn-class/Conv2D_4"; -"1416 maskrcnn/rpn-class/Conv2D_4" -> "1418 maskrcnn/rpn-class/BiasAdd_4"; -"1417 maskrcnn/rpn-class/BiasAdd_4/ReadVariableOp" -> "1418 maskrcnn/rpn-class/BiasAdd_4"; 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maskrcnn/tf.reshape_29/Reshape/shape" -> "1886 maskrcnn/tf.reshape_29/Reshape"; -"1886 maskrcnn/tf.reshape_29/Reshape" -> "1900 maskrcnn/tf.math.multiply_47/Mul"; -"1887 maskrcnn/tf.reshape_30/Reshape/shape" -> "1888 maskrcnn/tf.reshape_30/Reshape"; -"1888 maskrcnn/tf.reshape_30/Reshape" -> "1900 maskrcnn/tf.math.multiply_47/Mul"; -"1889 maskrcnn/tf.__operators__.add_57/AddV2" -> "1902 maskrcnn/tf.__operators__.add_58/AddV2"; -"1890 maskrcnn/tf.reshape_10/Reshape/shape" -> "1891 maskrcnn/tf.reshape_10/Reshape"; -"1891 maskrcnn/tf.reshape_10/Reshape" -> "1904 maskrcnn/tf.concat_10/concat"; -"1892 maskrcnn/tf.reshape_12/Reshape/shape" -> "1893 maskrcnn/tf.reshape_12/Reshape"; -"1893 maskrcnn/tf.reshape_12/Reshape" -> "1904 maskrcnn/tf.concat_10/concat"; -"1894 maskrcnn/tf.reshape_14/Reshape/shape" -> "1895 maskrcnn/tf.reshape_14/Reshape"; -"1895 maskrcnn/tf.reshape_14/Reshape" -> "1904 maskrcnn/tf.concat_10/concat"; -"1896 maskrcnn/tf.reshape_16/Reshape/shape" -> "1897 maskrcnn/tf.reshape_16/Reshape"; -"1897 maskrcnn/tf.reshape_16/Reshape" -> "1904 maskrcnn/tf.concat_10/concat"; -"1898 maskrcnn/tf.reshape_18/Reshape/shape" -> "1899 maskrcnn/tf.reshape_18/Reshape"; -"1899 maskrcnn/tf.reshape_18/Reshape" -> "1904 maskrcnn/tf.concat_10/concat"; -"1900 maskrcnn/tf.math.multiply_47/Mul" -> "1906 maskrcnn/tf.math.multiply_48/Mul"; -"1901 maskrcnn/tf.__operators__.add_58/y" -> "1902 maskrcnn/tf.__operators__.add_58/AddV2"; -"1902 maskrcnn/tf.__operators__.add_58/AddV2" -> "1910 maskrcnn/tf.reshape_27/Reshape"; -"1903 maskrcnn/tf.concat_10/concat/axis" -> "1904 maskrcnn/tf.concat_10/concat"; -"1904 maskrcnn/tf.concat_10/concat" -> "1908 maskrcnn/tf.reshape_19/Reshape"; -"1905 maskrcnn/tf.math.multiply_48/Mul/y" -> "1906 maskrcnn/tf.math.multiply_48/Mul"; -"1906 maskrcnn/tf.math.multiply_48/Mul" -> "1912 maskrcnn/tf.expand_dims_22/ExpandDims"; -"1907 maskrcnn/tf.reshape_19/Reshape/shape" -> "1908 maskrcnn/tf.reshape_19/Reshape"; -"1908 maskrcnn/tf.reshape_19/Reshape" -> "1914 maskrcnn/tf.compat.v1.gather_2/GatherV2"; -"1909 maskrcnn/tf.reshape_27/Reshape/shape" -> "1910 maskrcnn/tf.reshape_27/Reshape"; -"1910 maskrcnn/tf.reshape_27/Reshape" -> "1914 maskrcnn/tf.compat.v1.gather_2/GatherV2"; -"1911 maskrcnn/tf.expand_dims_22/ExpandDims/dim" -> "1912 maskrcnn/tf.expand_dims_22/ExpandDims"; -"1912 maskrcnn/tf.expand_dims_22/ExpandDims" -> "1917 maskrcnn/tf.math.multiply_49/Mul"; -"1913 maskrcnn/tf.compat.v1.gather_2/GatherV2/axis" -> "1914 maskrcnn/tf.compat.v1.gather_2/GatherV2"; -"1914 maskrcnn/tf.compat.v1.gather_2/GatherV2" -> "1916 maskrcnn/tf.reshape_28/Reshape"; -"1915 maskrcnn/tf.reshape_28/Reshape/shape" -> "1916 maskrcnn/tf.reshape_28/Reshape"; -"1916 maskrcnn/tf.reshape_28/Reshape" -> "1917 maskrcnn/tf.math.multiply_49/Mul"; -"1917 maskrcnn/tf.math.multiply_49/Mul" -> "1919 maskrcnn/tf.reshape_31/Reshape"; -"1918 maskrcnn/tf.reshape_31/Reshape/shape" -> "1919 maskrcnn/tf.reshape_31/Reshape"; -"1919 maskrcnn/tf.reshape_31/Reshape" -> "1920 maskrcnn/tf.nn.avg_pool/AvgPool"; -"1920 maskrcnn/tf.nn.avg_pool/AvgPool" -> "1922 maskrcnn/tf.reshape_32/Reshape"; -"1921 maskrcnn/tf.reshape_32/Reshape/shape" -> "1922 maskrcnn/tf.reshape_32/Reshape"; -"1922 maskrcnn/tf.reshape_32/Reshape" -> "1924 maskrcnn/tf.reshape_33/Reshape"; -"1923 maskrcnn/tf.reshape_33/Reshape/shape" -> "1924 maskrcnn/tf.reshape_33/Reshape"; -"1924 maskrcnn/tf.reshape_33/Reshape" -> "1926 maskrcnn/tf.reshape_34/Reshape"; -"1925 maskrcnn/tf.reshape_34/Reshape/shape" -> "1926 maskrcnn/tf.reshape_34/Reshape"; -"1926 maskrcnn/tf.reshape_34/Reshape" -> "1933 maskrcnn/fc0/Tensordot/Reshape"; -"1927 maskrcnn/fc0/ReadVariableOp/resource" -> "1928 maskrcnn/fc0/ReadVariableOp"; -"1928 maskrcnn/fc0/ReadVariableOp" -> "1931 maskrcnn/fc0/mul"; -"1929 maskrcnn/fc0/mul/ReadVariableOp/resource" -> "1930 maskrcnn/fc0/mul/ReadVariableOp"; -"1930 maskrcnn/fc0/mul/ReadVariableOp" -> "1931 maskrcnn/fc0/mul"; -"1931 maskrcnn/fc0/mul" -> "1934 maskrcnn/fc0/Tensordot/MatMul"; -"1932 maskrcnn/fc0/Tensordot/Reshape/shape" -> "1933 maskrcnn/fc0/Tensordot/Reshape"; -"1933 maskrcnn/fc0/Tensordot/Reshape" -> "1934 maskrcnn/fc0/Tensordot/MatMul"; -"1934 maskrcnn/fc0/Tensordot/MatMul" -> "1936 maskrcnn/fc0/Tensordot"; -"1935 maskrcnn/fc0/Tensordot/shape" -> "1936 maskrcnn/fc0/Tensordot"; -"1936 maskrcnn/fc0/Tensordot" -> "1939 maskrcnn/fc0/BiasAdd"; -"1937 maskrcnn/fc0/BiasAdd/ReadVariableOp/resource" -> "1938 maskrcnn/fc0/BiasAdd/ReadVariableOp"; -"1938 maskrcnn/fc0/BiasAdd/ReadVariableOp" -> "1939 maskrcnn/fc0/BiasAdd"; -"1939 maskrcnn/fc0/BiasAdd" -> "1940 maskrcnn/fc0/Relu"; -"1940 maskrcnn/fc0/Relu" -> "1947 maskrcnn/fc1/Tensordot/Reshape"; -"1941 maskrcnn/fc1/ReadVariableOp/resource" -> "1942 maskrcnn/fc1/ReadVariableOp"; -"1942 maskrcnn/fc1/ReadVariableOp" -> "1945 maskrcnn/fc1/mul"; -"1943 maskrcnn/fc1/mul/ReadVariableOp/resource" -> "1944 maskrcnn/fc1/mul/ReadVariableOp"; -"1944 maskrcnn/fc1/mul/ReadVariableOp" -> "1945 maskrcnn/fc1/mul"; -"1945 maskrcnn/fc1/mul" -> "1948 maskrcnn/fc1/Tensordot/MatMul"; -"1946 maskrcnn/fc1/Tensordot/Reshape/shape" -> "1947 maskrcnn/fc1/Tensordot/Reshape"; -"1947 maskrcnn/fc1/Tensordot/Reshape" -> "1948 maskrcnn/fc1/Tensordot/MatMul"; -"1948 maskrcnn/fc1/Tensordot/MatMul" -> "1950 maskrcnn/fc1/Tensordot"; -"1949 maskrcnn/fc1/Tensordot/shape" -> "1950 maskrcnn/fc1/Tensordot"; -"1950 maskrcnn/fc1/Tensordot" -> "1953 maskrcnn/fc1/BiasAdd"; -"1951 maskrcnn/fc1/BiasAdd/ReadVariableOp/resource" -> "1952 maskrcnn/fc1/BiasAdd/ReadVariableOp"; -"1952 maskrcnn/fc1/BiasAdd/ReadVariableOp" -> "1953 maskrcnn/fc1/BiasAdd"; -"1953 maskrcnn/fc1/BiasAdd" -> "1954 maskrcnn/fc1/Relu"; -"1954 maskrcnn/fc1/Relu" -> "1961 maskrcnn/class-predict/Tensordot/Reshape"; -"1954 maskrcnn/fc1/Relu" -> "1990 maskrcnn/box-predict/Tensordot/Reshape"; -"1955 maskrcnn/class-predict/ReadVariableOp/resource" -> "1956 maskrcnn/class-predict/ReadVariableOp"; -"1956 maskrcnn/class-predict/ReadVariableOp" -> "1959 maskrcnn/class-predict/mul"; -"1957 maskrcnn/class-predict/mul/ReadVariableOp/resource" -> "1958 maskrcnn/class-predict/mul/ReadVariableOp"; -"1958 maskrcnn/class-predict/mul/ReadVariableOp" -> "1959 maskrcnn/class-predict/mul"; -"1959 maskrcnn/class-predict/mul" -> "1962 maskrcnn/class-predict/Tensordot/MatMul"; -"1960 maskrcnn/class-predict/Tensordot/Reshape/shape" -> "1961 maskrcnn/class-predict/Tensordot/Reshape"; -"1961 maskrcnn/class-predict/Tensordot/Reshape" -> "1962 maskrcnn/class-predict/Tensordot/MatMul"; -"1962 maskrcnn/class-predict/Tensordot/MatMul" -> "1964 maskrcnn/class-predict/Tensordot"; -"1963 maskrcnn/class-predict/Tensordot/shape" -> "1964 maskrcnn/class-predict/Tensordot"; -"1964 maskrcnn/class-predict/Tensordot" -> "1967 maskrcnn/class-predict/BiasAdd"; -"1965 maskrcnn/class-predict/BiasAdd/ReadVariableOp/resource" -> "1966 maskrcnn/class-predict/BiasAdd/ReadVariableOp"; -"1966 maskrcnn/class-predict/BiasAdd/ReadVariableOp" -> "1967 maskrcnn/class-predict/BiasAdd"; -"1967 maskrcnn/class-predict/BiasAdd" -> "1968 maskrcnn/tf.nn.softmax/Softmax"; -"1967 maskrcnn/class-predict/BiasAdd" -> "15780 Identity_1"; -"1968 maskrcnn/tf.nn.softmax/Softmax" -> "2124 maskrcnn/tf.slice/Slice"; -"1969 maskrcnn/tf.compat.v1.shape_1/Shape" -> "1973 maskrcnn/tf.__operators__.getitem_61/strided_slice"; -"1969 maskrcnn/tf.compat.v1.shape_1/Shape" -> "1977 maskrcnn/tf.__operators__.getitem_62/strided_slice"; -"1969 maskrcnn/tf.compat.v1.shape_1/Shape" -> "1981 maskrcnn/tf.__operators__.getitem_63/strided_slice"; -"1970 maskrcnn/tf.__operators__.getitem_61/strided_slice/stack" -> "1973 maskrcnn/tf.__operators__.getitem_61/strided_slice"; -"1971 maskrcnn/tf.__operators__.getitem_61/strided_slice/stack_1" -> "1973 maskrcnn/tf.__operators__.getitem_61/strided_slice"; -"1972 maskrcnn/tf.__operators__.getitem_61/strided_slice/stack_2" -> "1973 maskrcnn/tf.__operators__.getitem_61/strided_slice"; -"1973 maskrcnn/tf.__operators__.getitem_61/strided_slice" -> "1998 maskrcnn/tf.stack_12/stack"; -"1973 maskrcnn/tf.__operators__.getitem_61/strided_slice" -> "2009 maskrcnn/tf.stack_13/stack"; -"1973 maskrcnn/tf.__operators__.getitem_61/strided_slice" -> "2016 maskrcnn/tf.stack_14/stack"; -"1973 maskrcnn/tf.__operators__.getitem_61/strided_slice" -> "2117 maskrcnn/tf.stack_16/stack"; -"1974 maskrcnn/tf.__operators__.getitem_62/strided_slice/stack" -> "1977 maskrcnn/tf.__operators__.getitem_62/strided_slice"; -"1975 maskrcnn/tf.__operators__.getitem_62/strided_slice/stack_1" -> "1977 maskrcnn/tf.__operators__.getitem_62/strided_slice"; -"1976 maskrcnn/tf.__operators__.getitem_62/strided_slice/stack_2" -> "1977 maskrcnn/tf.__operators__.getitem_62/strided_slice"; -"1977 maskrcnn/tf.__operators__.getitem_62/strided_slice" -> "1998 maskrcnn/tf.stack_12/stack"; -"1977 maskrcnn/tf.__operators__.getitem_62/strided_slice" -> "1999 maskrcnn/tf.math.multiply_50/Mul"; -"1977 maskrcnn/tf.__operators__.getitem_62/strided_slice" -> "2117 maskrcnn/tf.stack_16/stack"; -"1978 maskrcnn/tf.__operators__.getitem_63/strided_slice/stack" -> "1981 maskrcnn/tf.__operators__.getitem_63/strided_slice"; -"1979 maskrcnn/tf.__operators__.getitem_63/strided_slice/stack_1" -> "1981 maskrcnn/tf.__operators__.getitem_63/strided_slice"; -"1980 maskrcnn/tf.__operators__.getitem_63/strided_slice/stack_2" -> "1981 maskrcnn/tf.__operators__.getitem_63/strided_slice"; -"1981 maskrcnn/tf.__operators__.getitem_63/strided_slice" -> "1983 maskrcnn/tf.math.subtract_49/Sub"; -"1981 maskrcnn/tf.__operators__.getitem_63/strided_slice" -> "1998 maskrcnn/tf.stack_12/stack"; -"1981 maskrcnn/tf.__operators__.getitem_63/strided_slice" -> "2004 maskrcnn/tf.math.subtract_50/Sub"; -"1981 maskrcnn/tf.__operators__.getitem_63/strided_slice" -> "2112 maskrcnn/tf.math.subtract_61/Sub"; -"1982 maskrcnn/tf.math.subtract_49/Sub/y" -> "1983 maskrcnn/tf.math.subtract_49/Sub"; -"1983 maskrcnn/tf.math.subtract_49/Sub" -> "1999 maskrcnn/tf.math.multiply_50/Mul"; -"1984 maskrcnn/box-predict/ReadVariableOp/resource" -> "1985 maskrcnn/box-predict/ReadVariableOp"; -"1985 maskrcnn/box-predict/ReadVariableOp" -> "1988 maskrcnn/box-predict/mul"; -"1986 maskrcnn/box-predict/mul/ReadVariableOp/resource" -> "1987 maskrcnn/box-predict/mul/ReadVariableOp"; -"1987 maskrcnn/box-predict/mul/ReadVariableOp" -> "1988 maskrcnn/box-predict/mul"; -"1988 maskrcnn/box-predict/mul" -> "1991 maskrcnn/box-predict/Tensordot/MatMul"; -"1989 maskrcnn/box-predict/Tensordot/Reshape/shape" -> "1990 maskrcnn/box-predict/Tensordot/Reshape"; -"1990 maskrcnn/box-predict/Tensordot/Reshape" -> "1991 maskrcnn/box-predict/Tensordot/MatMul"; -"1991 maskrcnn/box-predict/Tensordot/MatMul" -> "1993 maskrcnn/box-predict/Tensordot"; -"1992 maskrcnn/box-predict/Tensordot/shape" -> "1993 maskrcnn/box-predict/Tensordot"; -"1993 maskrcnn/box-predict/Tensordot" -> "1996 maskrcnn/box-predict/BiasAdd"; -"1994 maskrcnn/box-predict/BiasAdd/ReadVariableOp/resource" -> "1995 maskrcnn/box-predict/BiasAdd/ReadVariableOp"; -"1995 maskrcnn/box-predict/BiasAdd/ReadVariableOp" -> "1996 maskrcnn/box-predict/BiasAdd"; -"1996 maskrcnn/box-predict/BiasAdd" -> "2000 maskrcnn/tf.reshape_35/Reshape"; -"1996 maskrcnn/box-predict/BiasAdd" -> "15779 Identity"; -"1998 maskrcnn/tf.stack_12/stack" -> "2000 maskrcnn/tf.reshape_35/Reshape"; -"1999 maskrcnn/tf.math.multiply_50/Mul" -> "2009 maskrcnn/tf.stack_13/stack"; -"1999 maskrcnn/tf.math.multiply_50/Mul" -> "2016 maskrcnn/tf.stack_14/stack"; -"2000 maskrcnn/tf.reshape_35/Reshape" -> "2007 maskrcnn/tf.slice_1/Slice"; -"2001 maskrcnn/tf.expand_dims_23/ExpandDims/dim" -> "2002 maskrcnn/tf.expand_dims_23/ExpandDims"; -"2002 maskrcnn/tf.expand_dims_23/ExpandDims" -> "2014 maskrcnn/tf.tile_3/Tile"; -"2003 maskrcnn/tf.math.subtract_50/Sub/y" -> "2004 maskrcnn/tf.math.subtract_50/Sub"; -"2004 maskrcnn/tf.math.subtract_50/Sub" -> "2013 maskrcnn/tf.tile_3/Tile/multiples"; -"2005 maskrcnn/tf.slice_1/Slice/begin" -> "2007 maskrcnn/tf.slice_1/Slice"; -"2006 maskrcnn/tf.slice_1/Slice/size" -> "2007 maskrcnn/tf.slice_1/Slice"; -"2007 maskrcnn/tf.slice_1/Slice" -> "2017 maskrcnn/tf.reshape_36/Reshape"; -"2009 maskrcnn/tf.stack_13/stack" -> "2017 maskrcnn/tf.reshape_36/Reshape"; -"2010 maskrcnn/tf.tile_3/Tile/multiples/0" -> "2013 maskrcnn/tf.tile_3/Tile/multiples"; -"2011 maskrcnn/tf.tile_3/Tile/multiples/1" -> "2013 maskrcnn/tf.tile_3/Tile/multiples"; -"2012 maskrcnn/tf.tile_3/Tile/multiples/3" -> "2013 maskrcnn/tf.tile_3/Tile/multiples"; -"2013 maskrcnn/tf.tile_3/Tile/multiples" -> "2014 maskrcnn/tf.tile_3/Tile"; -"2014 maskrcnn/tf.tile_3/Tile" -> "2018 maskrcnn/tf.reshape_37/Reshape"; -"2016 maskrcnn/tf.stack_14/stack" -> "2018 maskrcnn/tf.reshape_37/Reshape"; -"2017 maskrcnn/tf.reshape_36/Reshape" -> "2022 maskrcnn/tf.__operators__.getitem_67/strided_slice"; -"2017 maskrcnn/tf.reshape_36/Reshape" -> "2034 maskrcnn/tf.__operators__.getitem_66/strided_slice"; -"2017 maskrcnn/tf.reshape_36/Reshape" -> "2056 maskrcnn/tf.__operators__.getitem_65/strided_slice"; -"2017 maskrcnn/tf.reshape_36/Reshape" -> "2064 maskrcnn/tf.__operators__.getitem_64/strided_slice"; -"2018 maskrcnn/tf.reshape_37/Reshape" -> "2026 maskrcnn/tf.__operators__.getitem_69/strided_slice"; -"2018 maskrcnn/tf.reshape_37/Reshape" -> "2030 maskrcnn/tf.__operators__.getitem_71/strided_slice"; -"2018 maskrcnn/tf.reshape_37/Reshape" -> "2038 maskrcnn/tf.__operators__.getitem_68/strided_slice"; -"2018 maskrcnn/tf.reshape_37/Reshape" -> "2042 maskrcnn/tf.__operators__.getitem_70/strided_slice"; -"2019 maskrcnn/tf.__operators__.getitem_67/strided_slice/stack" -> "2022 maskrcnn/tf.__operators__.getitem_67/strided_slice"; -"2020 maskrcnn/tf.__operators__.getitem_67/strided_slice/stack_1" -> "2022 maskrcnn/tf.__operators__.getitem_67/strided_slice"; -"2021 maskrcnn/tf.__operators__.getitem_67/strided_slice/stack_2" -> "2022 maskrcnn/tf.__operators__.getitem_67/strided_slice"; -"2022 maskrcnn/tf.__operators__.getitem_67/strided_slice" -> "2044 maskrcnn/tf.math.truediv_23/truediv"; -"2023 maskrcnn/tf.__operators__.getitem_69/strided_slice/stack" -> "2026 maskrcnn/tf.__operators__.getitem_69/strided_slice"; -"2024 maskrcnn/tf.__operators__.getitem_69/strided_slice/stack_1" -> "2026 maskrcnn/tf.__operators__.getitem_69/strided_slice"; -"2025 maskrcnn/tf.__operators__.getitem_69/strided_slice/stack_2" -> "2026 maskrcnn/tf.__operators__.getitem_69/strided_slice"; -"2026 maskrcnn/tf.__operators__.getitem_69/strided_slice" -> "2045 maskrcnn/tf.math.subtract_52/Sub"; -"2026 maskrcnn/tf.__operators__.getitem_69/strided_slice" -> "2078 maskrcnn/tf.__operators__.add_62/AddV2"; -"2027 maskrcnn/tf.__operators__.getitem_71/strided_slice/stack" -> "2030 maskrcnn/tf.__operators__.getitem_71/strided_slice"; -"2028 maskrcnn/tf.__operators__.getitem_71/strided_slice/stack_1" -> "2030 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maskrcnn/tf.reshape_53/Reshape"; -"2639 maskrcnn/tf.math.subtract_70/Sub" -> "2647 maskrcnn/tf.stack_22/stack"; -"2641 maskrcnn/tf.math.subtract_69/Sub" -> "2648 maskrcnn/tf.stack_21/stack"; -"2642 maskrcnn/tf.cast_39/Cast" -> "2650 maskrcnn/tf.reshape_55/Reshape"; -"2643 maskrcnn/tf.reshape_54/Reshape/shape" -> "2644 maskrcnn/tf.reshape_54/Reshape"; -"2644 maskrcnn/tf.reshape_54/Reshape" -> "2654 maskrcnn/tf.tile_5/Tile"; -"2645 maskrcnn/tf.reshape_53/Reshape/shape" -> "2646 maskrcnn/tf.reshape_53/Reshape"; -"2646 maskrcnn/tf.reshape_53/Reshape" -> "2652 maskrcnn/tf.tile_4/Tile"; -"2647 maskrcnn/tf.stack_22/stack" -> "2656 maskrcnn/tf.reshape_50/Reshape"; -"2648 maskrcnn/tf.stack_21/stack" -> "2658 maskrcnn/tf.reshape_49/Reshape"; -"2649 maskrcnn/tf.reshape_55/Reshape/shape" -> "2650 maskrcnn/tf.reshape_55/Reshape"; -"2650 maskrcnn/tf.reshape_55/Reshape" -> "2661 maskrcnn/tf.tile_6/Tile"; -"2651 maskrcnn/tf.tile_4/Tile/multiples" -> "2652 maskrcnn/tf.tile_4/Tile"; -"2652 maskrcnn/tf.tile_4/Tile" -> "2659 maskrcnn/tf.__operators__.add_99/AddV2"; -"2653 maskrcnn/tf.tile_5/Tile/multiples" -> "2654 maskrcnn/tf.tile_5/Tile"; -"2654 maskrcnn/tf.tile_5/Tile" -> "2659 maskrcnn/tf.__operators__.add_99/AddV2"; -"2655 maskrcnn/tf.reshape_50/Reshape/shape" -> "2656 maskrcnn/tf.reshape_50/Reshape"; -"2656 maskrcnn/tf.reshape_50/Reshape" -> "2665 maskrcnn/tf.reshape_59/Reshape"; -"2657 maskrcnn/tf.reshape_49/Reshape/shape" -> "2658 maskrcnn/tf.reshape_49/Reshape"; -"2658 maskrcnn/tf.reshape_49/Reshape" -> "2663 maskrcnn/tf.reshape_58/Reshape"; -"2659 maskrcnn/tf.__operators__.add_99/AddV2" -> "2666 maskrcnn/tf.__operators__.add_100/AddV2"; -"2660 maskrcnn/tf.tile_6/Tile/multiples" -> "2661 maskrcnn/tf.tile_6/Tile"; -"2661 maskrcnn/tf.tile_6/Tile" -> "2666 maskrcnn/tf.__operators__.add_100/AddV2"; -"2662 maskrcnn/tf.reshape_58/Reshape/shape" -> "2663 maskrcnn/tf.reshape_58/Reshape"; -"2663 maskrcnn/tf.reshape_58/Reshape" -> "2677 maskrcnn/tf.math.multiply_90/Mul"; -"2664 maskrcnn/tf.reshape_59/Reshape/shape" -> "2665 maskrcnn/tf.reshape_59/Reshape"; -"2665 maskrcnn/tf.reshape_59/Reshape" -> "2677 maskrcnn/tf.math.multiply_90/Mul"; -"2666 maskrcnn/tf.__operators__.add_100/AddV2" -> "2679 maskrcnn/tf.__operators__.add_101/AddV2"; -"2667 maskrcnn/tf.reshape_39/Reshape/shape" -> "2668 maskrcnn/tf.reshape_39/Reshape"; -"2668 maskrcnn/tf.reshape_39/Reshape" -> "2681 maskrcnn/tf.concat_17/concat"; -"2669 maskrcnn/tf.reshape_41/Reshape/shape" -> "2670 maskrcnn/tf.reshape_41/Reshape"; -"2670 maskrcnn/tf.reshape_41/Reshape" -> "2681 maskrcnn/tf.concat_17/concat"; -"2671 maskrcnn/tf.reshape_43/Reshape/shape" -> "2672 maskrcnn/tf.reshape_43/Reshape"; -"2672 maskrcnn/tf.reshape_43/Reshape" -> "2681 maskrcnn/tf.concat_17/concat"; -"2673 maskrcnn/tf.reshape_45/Reshape/shape" -> "2674 maskrcnn/tf.reshape_45/Reshape"; -"2674 maskrcnn/tf.reshape_45/Reshape" -> "2681 maskrcnn/tf.concat_17/concat"; -"2675 maskrcnn/tf.reshape_47/Reshape/shape" -> "2676 maskrcnn/tf.reshape_47/Reshape"; -"2676 maskrcnn/tf.reshape_47/Reshape" -> "2681 maskrcnn/tf.concat_17/concat"; -"2677 maskrcnn/tf.math.multiply_90/Mul" -> "2683 maskrcnn/tf.math.multiply_91/Mul"; -"2678 maskrcnn/tf.__operators__.add_101/y" -> "2679 maskrcnn/tf.__operators__.add_101/AddV2"; -"2679 maskrcnn/tf.__operators__.add_101/AddV2" -> "2687 maskrcnn/tf.reshape_56/Reshape"; -"2680 maskrcnn/tf.concat_17/concat/axis" -> "2681 maskrcnn/tf.concat_17/concat"; -"2681 maskrcnn/tf.concat_17/concat" -> "2685 maskrcnn/tf.reshape_48/Reshape"; -"2682 maskrcnn/tf.math.multiply_91/Mul/y" -> "2683 maskrcnn/tf.math.multiply_91/Mul"; -"2683 maskrcnn/tf.math.multiply_91/Mul" -> "2689 maskrcnn/tf.expand_dims_34/ExpandDims"; -"2684 maskrcnn/tf.reshape_48/Reshape/shape" -> "2685 maskrcnn/tf.reshape_48/Reshape"; -"2685 maskrcnn/tf.reshape_48/Reshape" -> "2691 maskrcnn/tf.compat.v1.gather_5/GatherV2"; -"2686 maskrcnn/tf.reshape_56/Reshape/shape" -> "2687 maskrcnn/tf.reshape_56/Reshape"; -"2687 maskrcnn/tf.reshape_56/Reshape" -> "2691 maskrcnn/tf.compat.v1.gather_5/GatherV2"; -"2688 maskrcnn/tf.expand_dims_34/ExpandDims/dim" -> "2689 maskrcnn/tf.expand_dims_34/ExpandDims"; -"2689 maskrcnn/tf.expand_dims_34/ExpandDims" -> "2694 maskrcnn/tf.math.multiply_92/Mul"; -"2690 maskrcnn/tf.compat.v1.gather_5/GatherV2/axis" -> "2691 maskrcnn/tf.compat.v1.gather_5/GatherV2"; -"2691 maskrcnn/tf.compat.v1.gather_5/GatherV2" -> "2693 maskrcnn/tf.reshape_57/Reshape"; -"2692 maskrcnn/tf.reshape_57/Reshape/shape" -> "2693 maskrcnn/tf.reshape_57/Reshape"; -"2693 maskrcnn/tf.reshape_57/Reshape" -> "2694 maskrcnn/tf.math.multiply_92/Mul"; -"2694 maskrcnn/tf.math.multiply_92/Mul" -> "2696 maskrcnn/tf.reshape_60/Reshape"; -"2695 maskrcnn/tf.reshape_60/Reshape/shape" -> "2696 maskrcnn/tf.reshape_60/Reshape"; -"2696 maskrcnn/tf.reshape_60/Reshape" -> "2697 maskrcnn/tf.nn.avg_pool_1/AvgPool"; -"2697 maskrcnn/tf.nn.avg_pool_1/AvgPool" -> "2699 maskrcnn/tf.reshape_61/Reshape"; -"2698 maskrcnn/tf.reshape_61/Reshape/shape" -> "2699 maskrcnn/tf.reshape_61/Reshape"; -"2699 maskrcnn/tf.reshape_61/Reshape" -> "2701 maskrcnn/tf.reshape_62/Reshape"; -"2700 maskrcnn/tf.reshape_62/Reshape/shape" -> "2701 maskrcnn/tf.reshape_62/Reshape"; -"2701 maskrcnn/tf.reshape_62/Reshape" -> "2707 maskrcnn/mask-conv-l0/Conv2D"; -"2702 maskrcnn/mask-conv-l0/ReadVariableOp/resource" -> "2703 maskrcnn/mask-conv-l0/ReadVariableOp"; -"2703 maskrcnn/mask-conv-l0/ReadVariableOp" -> "2706 maskrcnn/mask-conv-l0/mul"; -"2704 maskrcnn/mask-conv-l0/mul/ReadVariableOp/resource" -> "2705 maskrcnn/mask-conv-l0/mul/ReadVariableOp"; -"2705 maskrcnn/mask-conv-l0/mul/ReadVariableOp" -> "2706 maskrcnn/mask-conv-l0/mul"; -"2706 maskrcnn/mask-conv-l0/mul" -> "2707 maskrcnn/mask-conv-l0/Conv2D"; -"2707 maskrcnn/mask-conv-l0/Conv2D" -> "2710 maskrcnn/mask-conv-l0/BiasAdd"; -"2708 maskrcnn/mask-conv-l0/BiasAdd/ReadVariableOp/resource" -> "2709 maskrcnn/mask-conv-l0/BiasAdd/ReadVariableOp"; -"2709 maskrcnn/mask-conv-l0/BiasAdd/ReadVariableOp" -> "2710 maskrcnn/mask-conv-l0/BiasAdd"; -"2710 maskrcnn/mask-conv-l0/BiasAdd" -> "2711 maskrcnn/mask-conv-l0/Relu"; -"2711 maskrcnn/mask-conv-l0/Relu" -> "2717 maskrcnn/mask-conv-l1/Conv2D"; -"2712 maskrcnn/mask-conv-l1/ReadVariableOp/resource" -> "2713 maskrcnn/mask-conv-l1/ReadVariableOp"; -"2713 maskrcnn/mask-conv-l1/ReadVariableOp" -> "2716 maskrcnn/mask-conv-l1/mul"; -"2714 maskrcnn/mask-conv-l1/mul/ReadVariableOp/resource" -> "2715 maskrcnn/mask-conv-l1/mul/ReadVariableOp"; -"2715 maskrcnn/mask-conv-l1/mul/ReadVariableOp" -> "2716 maskrcnn/mask-conv-l1/mul"; -"2716 maskrcnn/mask-conv-l1/mul" -> "2717 maskrcnn/mask-conv-l1/Conv2D"; -"2717 maskrcnn/mask-conv-l1/Conv2D" -> "2720 maskrcnn/mask-conv-l1/BiasAdd"; -"2718 maskrcnn/mask-conv-l1/BiasAdd/ReadVariableOp/resource" -> "2719 maskrcnn/mask-conv-l1/BiasAdd/ReadVariableOp"; -"2719 maskrcnn/mask-conv-l1/BiasAdd/ReadVariableOp" -> "2720 maskrcnn/mask-conv-l1/BiasAdd"; -"2720 maskrcnn/mask-conv-l1/BiasAdd" -> "2721 maskrcnn/mask-conv-l1/Relu"; -"2721 maskrcnn/mask-conv-l1/Relu" -> "2727 maskrcnn/mask-conv-l2/Conv2D"; -"2722 maskrcnn/mask-conv-l2/ReadVariableOp/resource" -> "2723 maskrcnn/mask-conv-l2/ReadVariableOp"; -"2723 maskrcnn/mask-conv-l2/ReadVariableOp" -> "2726 maskrcnn/mask-conv-l2/mul"; -"2724 maskrcnn/mask-conv-l2/mul/ReadVariableOp/resource" -> "2725 maskrcnn/mask-conv-l2/mul/ReadVariableOp"; -"2725 maskrcnn/mask-conv-l2/mul/ReadVariableOp" -> "2726 maskrcnn/mask-conv-l2/mul"; -"2726 maskrcnn/mask-conv-l2/mul" -> "2727 maskrcnn/mask-conv-l2/Conv2D"; -"2727 maskrcnn/mask-conv-l2/Conv2D" -> "2730 maskrcnn/mask-conv-l2/BiasAdd"; -"2728 maskrcnn/mask-conv-l2/BiasAdd/ReadVariableOp/resource" -> "2729 maskrcnn/mask-conv-l2/BiasAdd/ReadVariableOp"; -"2729 maskrcnn/mask-conv-l2/BiasAdd/ReadVariableOp" -> "2730 maskrcnn/mask-conv-l2/BiasAdd"; -"2730 maskrcnn/mask-conv-l2/BiasAdd" -> "2731 maskrcnn/mask-conv-l2/Relu"; -"2731 maskrcnn/mask-conv-l2/Relu" -> "2737 maskrcnn/mask-conv-l3/Conv2D"; -"2732 maskrcnn/mask-conv-l3/ReadVariableOp/resource" -> "2733 maskrcnn/mask-conv-l3/ReadVariableOp"; -"2733 maskrcnn/mask-conv-l3/ReadVariableOp" -> "2736 maskrcnn/mask-conv-l3/mul"; -"2734 maskrcnn/mask-conv-l3/mul/ReadVariableOp/resource" -> "2735 maskrcnn/mask-conv-l3/mul/ReadVariableOp"; -"2735 maskrcnn/mask-conv-l3/mul/ReadVariableOp" -> "2736 maskrcnn/mask-conv-l3/mul"; -"2736 maskrcnn/mask-conv-l3/mul" -> "2737 maskrcnn/mask-conv-l3/Conv2D"; -"2737 maskrcnn/mask-conv-l3/Conv2D" -> "2740 maskrcnn/mask-conv-l3/BiasAdd"; -"2738 maskrcnn/mask-conv-l3/BiasAdd/ReadVariableOp/resource" -> "2739 maskrcnn/mask-conv-l3/BiasAdd/ReadVariableOp"; -"2739 maskrcnn/mask-conv-l3/BiasAdd/ReadVariableOp" -> "2740 maskrcnn/mask-conv-l3/BiasAdd"; -"2740 maskrcnn/mask-conv-l3/BiasAdd" -> "2741 maskrcnn/mask-conv-l3/Relu"; -"2741 maskrcnn/mask-conv-l3/Relu" -> "2760 maskrcnn/conv5-mask/conv2d_transpose"; -"2742 maskrcnn/conv5-mask/ReadVariableOp/resource" -> "2743 maskrcnn/conv5-mask/ReadVariableOp"; -"2743 maskrcnn/conv5-mask/ReadVariableOp" -> "2746 maskrcnn/conv5-mask/mul"; -"2744 maskrcnn/conv5-mask/mul/ReadVariableOp/resource" -> "2745 maskrcnn/conv5-mask/mul/ReadVariableOp"; -"2745 maskrcnn/conv5-mask/mul/ReadVariableOp" -> "2746 maskrcnn/conv5-mask/mul"; -"2746 maskrcnn/conv5-mask/mul" -> "2760 maskrcnn/conv5-mask/conv2d_transpose"; -"2747 maskrcnn/conv5-mask/Shape" -> "2751 maskrcnn/conv5-mask/strided_slice"; -"2748 maskrcnn/conv5-mask/strided_slice/stack" -> "2751 maskrcnn/conv5-mask/strided_slice"; -"2749 maskrcnn/conv5-mask/strided_slice/stack_1" -> "2751 maskrcnn/conv5-mask/strided_slice"; -"2750 maskrcnn/conv5-mask/strided_slice/stack_2" -> "2751 maskrcnn/conv5-mask/strided_slice"; -"2751 maskrcnn/conv5-mask/strided_slice" -> "2755 maskrcnn/conv5-mask/stack"; -"2752 maskrcnn/conv5-mask/stack/1" -> "2755 maskrcnn/conv5-mask/stack"; -"2753 maskrcnn/conv5-mask/stack/2" -> "2755 maskrcnn/conv5-mask/stack"; -"2754 maskrcnn/conv5-mask/stack/3" -> "2755 maskrcnn/conv5-mask/stack"; -"2755 maskrcnn/conv5-mask/stack" -> "2759 maskrcnn/conv5-mask/strided_slice_1"; -"2755 maskrcnn/conv5-mask/stack" -> "2760 maskrcnn/conv5-mask/conv2d_transpose"; -"2756 maskrcnn/conv5-mask/strided_slice_1/stack" -> "2759 maskrcnn/conv5-mask/strided_slice_1"; -"2757 maskrcnn/conv5-mask/strided_slice_1/stack_1" -> "2759 maskrcnn/conv5-mask/strided_slice_1"; -"2758 maskrcnn/conv5-mask/strided_slice_1/stack_2" -> "2759 maskrcnn/conv5-mask/strided_slice_1"; -"2760 maskrcnn/conv5-mask/conv2d_transpose" -> "2763 maskrcnn/conv5-mask/BiasAdd"; -"2761 maskrcnn/conv5-mask/BiasAdd/ReadVariableOp/resource" -> "2762 maskrcnn/conv5-mask/BiasAdd/ReadVariableOp"; -"2762 maskrcnn/conv5-mask/BiasAdd/ReadVariableOp" -> "2763 maskrcnn/conv5-mask/BiasAdd"; -"2763 maskrcnn/conv5-mask/BiasAdd" -> "2764 maskrcnn/conv5-mask/Relu"; -"2764 maskrcnn/conv5-mask/Relu" -> "2773 maskrcnn/mask_fcn_logits/Conv2D"; -"2765 maskrcnn/tf.cast_32/Cast" -> "2767 maskrcnn/tf.__operators__.add_67/AddV2"; -"2766 maskrcnn/tf.__operators__.add_67/y" -> "2767 maskrcnn/tf.__operators__.add_67/AddV2"; -"2767 maskrcnn/tf.__operators__.add_67/AddV2" -> "15776 maskrcnn/tf.stack_23/stack_1"; -"2767 maskrcnn/tf.__operators__.add_67/AddV2" -> "15782 Identity_3"; -"2768 maskrcnn/mask_fcn_logits/ReadVariableOp/resource" -> "2769 maskrcnn/mask_fcn_logits/ReadVariableOp"; -"2769 maskrcnn/mask_fcn_logits/ReadVariableOp" -> "2772 maskrcnn/mask_fcn_logits/mul"; -"2770 maskrcnn/mask_fcn_logits/mul/ReadVariableOp/resource" -> "2771 maskrcnn/mask_fcn_logits/mul/ReadVariableOp"; -"2771 maskrcnn/mask_fcn_logits/mul/ReadVariableOp" -> "2772 maskrcnn/mask_fcn_logits/mul"; -"2772 maskrcnn/mask_fcn_logits/mul" -> "2773 maskrcnn/mask_fcn_logits/Conv2D"; -"2773 maskrcnn/mask_fcn_logits/Conv2D" -> "2776 maskrcnn/mask_fcn_logits/BiasAdd"; -"2774 maskrcnn/mask_fcn_logits/BiasAdd/ReadVariableOp/resource" -> "2775 maskrcnn/mask_fcn_logits/BiasAdd/ReadVariableOp"; -"2775 maskrcnn/mask_fcn_logits/BiasAdd/ReadVariableOp" -> "2776 maskrcnn/mask_fcn_logits/BiasAdd"; -"2776 maskrcnn/mask_fcn_logits/BiasAdd" -> "2778 maskrcnn/tf.reshape_63/Reshape"; -"2777 maskrcnn/tf.reshape_63/Reshape/shape" -> "2778 maskrcnn/tf.reshape_63/Reshape"; -"2778 maskrcnn/tf.reshape_63/Reshape" -> "2780 maskrcnn/tf.compat.v1.transpose/transpose"; -"2779 maskrcnn/tf.compat.v1.transpose/transpose/perm" -> "2780 maskrcnn/tf.compat.v1.transpose/transpose"; -"2780 maskrcnn/tf.compat.v1.transpose/transpose" -> "15777 maskrcnn/tf.compat.v1.gather_nd_1/GatherNd"; -"15581 maskrcnn/tf.stack_23/stack/0" -> "15645 maskrcnn/tf.stack_23/stack"; -"15582 maskrcnn/tf.stack_23/stack/1" -> "15645 maskrcnn/tf.stack_23/stack"; -"15583 maskrcnn/tf.stack_23/stack/2" -> "15645 maskrcnn/tf.stack_23/stack"; -"15584 maskrcnn/tf.stack_23/stack/3" -> "15645 maskrcnn/tf.stack_23/stack"; -"15585 maskrcnn/tf.stack_23/stack/4" -> "15645 maskrcnn/tf.stack_23/stack"; -"15586 maskrcnn/tf.stack_23/stack/5" -> "15645 maskrcnn/tf.stack_23/stack"; -"15587 maskrcnn/tf.stack_23/stack/6" -> "15645 maskrcnn/tf.stack_23/stack"; -"15588 maskrcnn/tf.stack_23/stack/7" -> "15645 maskrcnn/tf.stack_23/stack"; -"15589 maskrcnn/tf.stack_23/stack/8" -> "15645 maskrcnn/tf.stack_23/stack"; -"15590 maskrcnn/tf.stack_23/stack/9" -> "15645 maskrcnn/tf.stack_23/stack"; -"15591 maskrcnn/tf.stack_23/stack/10" -> "15645 maskrcnn/tf.stack_23/stack"; -"15592 maskrcnn/tf.stack_23/stack/11" -> "15645 maskrcnn/tf.stack_23/stack"; -"15593 maskrcnn/tf.stack_23/stack/12" -> "15645 maskrcnn/tf.stack_23/stack"; -"15594 maskrcnn/tf.stack_23/stack/13" -> "15645 maskrcnn/tf.stack_23/stack"; -"15595 maskrcnn/tf.stack_23/stack/14" -> "15645 maskrcnn/tf.stack_23/stack"; -"15596 maskrcnn/tf.stack_23/stack/15" -> "15645 maskrcnn/tf.stack_23/stack"; -"15597 maskrcnn/tf.stack_23/stack/16" -> "15645 maskrcnn/tf.stack_23/stack"; -"15598 maskrcnn/tf.stack_23/stack/17" -> "15645 maskrcnn/tf.stack_23/stack"; -"15599 maskrcnn/tf.stack_23/stack/18" -> "15645 maskrcnn/tf.stack_23/stack"; -"15600 maskrcnn/tf.stack_23/stack/19" -> "15645 maskrcnn/tf.stack_23/stack"; -"15601 maskrcnn/tf.stack_23/stack/20" -> "15645 maskrcnn/tf.stack_23/stack"; -"15602 maskrcnn/tf.stack_23/stack/21" -> "15645 maskrcnn/tf.stack_23/stack"; -"15603 maskrcnn/tf.stack_23/stack/22" -> "15645 maskrcnn/tf.stack_23/stack"; -"15604 maskrcnn/tf.stack_23/stack/23" -> "15645 maskrcnn/tf.stack_23/stack"; -"15605 maskrcnn/tf.stack_23/stack/24" -> "15645 maskrcnn/tf.stack_23/stack"; -"15606 maskrcnn/tf.stack_23/stack/25" -> "15645 maskrcnn/tf.stack_23/stack"; -"15607 maskrcnn/tf.stack_23/stack/26" -> "15645 maskrcnn/tf.stack_23/stack"; -"15608 maskrcnn/tf.stack_23/stack/27" -> "15645 maskrcnn/tf.stack_23/stack"; -"15609 maskrcnn/tf.stack_23/stack/28" -> "15645 maskrcnn/tf.stack_23/stack"; -"15610 maskrcnn/tf.stack_23/stack/29" -> "15645 maskrcnn/tf.stack_23/stack"; -"15611 maskrcnn/tf.stack_23/stack/30" -> "15645 maskrcnn/tf.stack_23/stack"; -"15612 maskrcnn/tf.stack_23/stack/31" -> "15645 maskrcnn/tf.stack_23/stack"; -"15613 maskrcnn/tf.stack_23/stack/32" -> "15645 maskrcnn/tf.stack_23/stack"; -"15614 maskrcnn/tf.stack_23/stack/33" -> "15645 maskrcnn/tf.stack_23/stack"; -"15615 maskrcnn/tf.stack_23/stack/34" -> "15645 maskrcnn/tf.stack_23/stack"; -"15616 maskrcnn/tf.stack_23/stack/35" -> "15645 maskrcnn/tf.stack_23/stack"; -"15617 maskrcnn/tf.stack_23/stack/36" -> "15645 maskrcnn/tf.stack_23/stack"; -"15618 maskrcnn/tf.stack_23/stack/37" -> "15645 maskrcnn/tf.stack_23/stack"; -"15619 maskrcnn/tf.stack_23/stack/38" -> "15645 maskrcnn/tf.stack_23/stack"; -"15620 maskrcnn/tf.stack_23/stack/39" -> "15645 maskrcnn/tf.stack_23/stack"; -"15621 maskrcnn/tf.stack_23/stack/40" -> "15645 maskrcnn/tf.stack_23/stack"; -"15622 maskrcnn/tf.stack_23/stack/41" -> "15645 maskrcnn/tf.stack_23/stack"; -"15623 maskrcnn/tf.stack_23/stack/42" -> "15645 maskrcnn/tf.stack_23/stack"; -"15624 maskrcnn/tf.stack_23/stack/43" -> "15645 maskrcnn/tf.stack_23/stack"; -"15625 maskrcnn/tf.stack_23/stack/44" -> "15645 maskrcnn/tf.stack_23/stack"; -"15626 maskrcnn/tf.stack_23/stack/45" -> "15645 maskrcnn/tf.stack_23/stack"; -"15627 maskrcnn/tf.stack_23/stack/46" -> "15645 maskrcnn/tf.stack_23/stack"; -"15628 maskrcnn/tf.stack_23/stack/47" -> "15645 maskrcnn/tf.stack_23/stack"; -"15629 maskrcnn/tf.stack_23/stack/48" -> "15645 maskrcnn/tf.stack_23/stack"; -"15630 maskrcnn/tf.stack_23/stack/49" -> "15645 maskrcnn/tf.stack_23/stack"; -"15631 maskrcnn/tf.stack_23/stack/50" -> "15645 maskrcnn/tf.stack_23/stack"; -"15632 maskrcnn/tf.stack_23/stack/51" -> "15645 maskrcnn/tf.stack_23/stack"; -"15633 maskrcnn/tf.stack_23/stack/52" -> "15645 maskrcnn/tf.stack_23/stack"; -"15634 maskrcnn/tf.stack_23/stack/53" -> "15645 maskrcnn/tf.stack_23/stack"; -"15635 maskrcnn/tf.stack_23/stack/54" -> "15645 maskrcnn/tf.stack_23/stack"; -"15636 maskrcnn/tf.stack_23/stack/55" -> "15645 maskrcnn/tf.stack_23/stack"; -"15637 maskrcnn/tf.stack_23/stack/56" -> "15645 maskrcnn/tf.stack_23/stack"; -"15638 maskrcnn/tf.stack_23/stack/57" -> "15645 maskrcnn/tf.stack_23/stack"; -"15639 maskrcnn/tf.stack_23/stack/58" -> "15645 maskrcnn/tf.stack_23/stack"; -"15640 maskrcnn/tf.stack_23/stack/59" -> "15645 maskrcnn/tf.stack_23/stack"; -"15641 maskrcnn/tf.stack_23/stack/60" -> "15645 maskrcnn/tf.stack_23/stack"; -"15642 maskrcnn/tf.stack_23/stack/61" -> "15645 maskrcnn/tf.stack_23/stack"; -"15643 maskrcnn/tf.stack_23/stack/62" -> "15645 maskrcnn/tf.stack_23/stack"; -"15644 maskrcnn/tf.stack_23/stack/63" -> "15645 maskrcnn/tf.stack_23/stack"; -"15646 maskrcnn/tf.stack_23/stack_1/values_0/0" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; -"15647 maskrcnn/tf.stack_23/stack_1/values_0/1" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; -"15648 maskrcnn/tf.stack_23/stack_1/values_0/2" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; -"15649 maskrcnn/tf.stack_23/stack_1/values_0/3" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; -"15650 maskrcnn/tf.stack_23/stack_1/values_0/4" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; -"15651 maskrcnn/tf.stack_23/stack_1/values_0/5" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; -"15652 maskrcnn/tf.stack_23/stack_1/values_0/6" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; -"15653 maskrcnn/tf.stack_23/stack_1/values_0/7" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; -"15654 maskrcnn/tf.stack_23/stack_1/values_0/8" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; -"15655 maskrcnn/tf.stack_23/stack_1/values_0/9" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; -"15656 maskrcnn/tf.stack_23/stack_1/values_0/10" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; -"15657 maskrcnn/tf.stack_23/stack_1/values_0/11" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; -"15658 maskrcnn/tf.stack_23/stack_1/values_0/12" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; -"15659 maskrcnn/tf.stack_23/stack_1/values_0/13" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; -"15660 maskrcnn/tf.stack_23/stack_1/values_0/14" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; -"15661 maskrcnn/tf.stack_23/stack_1/values_0/15" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; -"15662 maskrcnn/tf.stack_23/stack_1/values_0/16" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; -"15663 maskrcnn/tf.stack_23/stack_1/values_0/17" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; -"15664 maskrcnn/tf.stack_23/stack_1/values_0/18" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; -"15665 maskrcnn/tf.stack_23/stack_1/values_0/19" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; -"15666 maskrcnn/tf.stack_23/stack_1/values_0/20" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; -"15667 maskrcnn/tf.stack_23/stack_1/values_0/21" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; -"15668 maskrcnn/tf.stack_23/stack_1/values_0/22" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; -"15669 maskrcnn/tf.stack_23/stack_1/values_0/23" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; -"15670 maskrcnn/tf.stack_23/stack_1/values_0/24" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; -"15671 maskrcnn/tf.stack_23/stack_1/values_0/25" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; -"15672 maskrcnn/tf.stack_23/stack_1/values_0/26" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; -"15673 maskrcnn/tf.stack_23/stack_1/values_0/27" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; -"15674 maskrcnn/tf.stack_23/stack_1/values_0/28" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; -"15675 maskrcnn/tf.stack_23/stack_1/values_0/29" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; -"15676 maskrcnn/tf.stack_23/stack_1/values_0/30" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; -"15677 maskrcnn/tf.stack_23/stack_1/values_0/31" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; -"15678 maskrcnn/tf.stack_23/stack_1/values_0/32" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; -"15679 maskrcnn/tf.stack_23/stack_1/values_0/33" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; -"15680 maskrcnn/tf.stack_23/stack_1/values_0/34" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; -"15681 maskrcnn/tf.stack_23/stack_1/values_0/35" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; -"15682 maskrcnn/tf.stack_23/stack_1/values_0/36" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; -"15683 maskrcnn/tf.stack_23/stack_1/values_0/37" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; -"15684 maskrcnn/tf.stack_23/stack_1/values_0/38" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; -"15685 maskrcnn/tf.stack_23/stack_1/values_0/39" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; -"15686 maskrcnn/tf.stack_23/stack_1/values_0/40" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; -"15687 maskrcnn/tf.stack_23/stack_1/values_0/41" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; -"15688 maskrcnn/tf.stack_23/stack_1/values_0/42" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; -"15689 maskrcnn/tf.stack_23/stack_1/values_0/43" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; -"15690 maskrcnn/tf.stack_23/stack_1/values_0/44" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; -"15691 maskrcnn/tf.stack_23/stack_1/values_0/45" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; -"15692 maskrcnn/tf.stack_23/stack_1/values_0/46" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; -"15693 maskrcnn/tf.stack_23/stack_1/values_0/47" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; -"15694 maskrcnn/tf.stack_23/stack_1/values_0/48" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; -"15695 maskrcnn/tf.stack_23/stack_1/values_0/49" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; -"15696 maskrcnn/tf.stack_23/stack_1/values_0/50" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; -"15697 maskrcnn/tf.stack_23/stack_1/values_0/51" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; -"15698 maskrcnn/tf.stack_23/stack_1/values_0/52" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; -"15699 maskrcnn/tf.stack_23/stack_1/values_0/53" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; -"15700 maskrcnn/tf.stack_23/stack_1/values_0/54" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; -"15701 maskrcnn/tf.stack_23/stack_1/values_0/55" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; -"15702 maskrcnn/tf.stack_23/stack_1/values_0/56" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; -"15703 maskrcnn/tf.stack_23/stack_1/values_0/57" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; -"15704 maskrcnn/tf.stack_23/stack_1/values_0/58" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; -"15705 maskrcnn/tf.stack_23/stack_1/values_0/59" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; -"15706 maskrcnn/tf.stack_23/stack_1/values_0/60" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; -"15707 maskrcnn/tf.stack_23/stack_1/values_0/61" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; -"15708 maskrcnn/tf.stack_23/stack_1/values_0/62" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; -"15709 maskrcnn/tf.stack_23/stack_1/values_0/63" -> "15710 maskrcnn/tf.stack_23/stack_1/values_0"; -"15710 maskrcnn/tf.stack_23/stack_1/values_0" -> "15776 maskrcnn/tf.stack_23/stack_1"; -"15711 maskrcnn/tf.stack_23/stack_1/values_1/0" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; -"15712 maskrcnn/tf.stack_23/stack_1/values_1/1" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; -"15713 maskrcnn/tf.stack_23/stack_1/values_1/2" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; -"15714 maskrcnn/tf.stack_23/stack_1/values_1/3" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; -"15715 maskrcnn/tf.stack_23/stack_1/values_1/4" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; -"15716 maskrcnn/tf.stack_23/stack_1/values_1/5" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; -"15717 maskrcnn/tf.stack_23/stack_1/values_1/6" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; -"15718 maskrcnn/tf.stack_23/stack_1/values_1/7" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; -"15719 maskrcnn/tf.stack_23/stack_1/values_1/8" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; -"15720 maskrcnn/tf.stack_23/stack_1/values_1/9" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; -"15721 maskrcnn/tf.stack_23/stack_1/values_1/10" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; -"15722 maskrcnn/tf.stack_23/stack_1/values_1/11" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; -"15723 maskrcnn/tf.stack_23/stack_1/values_1/12" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; -"15724 maskrcnn/tf.stack_23/stack_1/values_1/13" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; -"15725 maskrcnn/tf.stack_23/stack_1/values_1/14" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; -"15726 maskrcnn/tf.stack_23/stack_1/values_1/15" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; -"15727 maskrcnn/tf.stack_23/stack_1/values_1/16" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; -"15728 maskrcnn/tf.stack_23/stack_1/values_1/17" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; -"15729 maskrcnn/tf.stack_23/stack_1/values_1/18" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; -"15730 maskrcnn/tf.stack_23/stack_1/values_1/19" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; -"15731 maskrcnn/tf.stack_23/stack_1/values_1/20" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; -"15732 maskrcnn/tf.stack_23/stack_1/values_1/21" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; -"15733 maskrcnn/tf.stack_23/stack_1/values_1/22" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; -"15734 maskrcnn/tf.stack_23/stack_1/values_1/23" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; -"15735 maskrcnn/tf.stack_23/stack_1/values_1/24" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; -"15736 maskrcnn/tf.stack_23/stack_1/values_1/25" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; -"15737 maskrcnn/tf.stack_23/stack_1/values_1/26" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; -"15738 maskrcnn/tf.stack_23/stack_1/values_1/27" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; -"15739 maskrcnn/tf.stack_23/stack_1/values_1/28" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; -"15740 maskrcnn/tf.stack_23/stack_1/values_1/29" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; -"15741 maskrcnn/tf.stack_23/stack_1/values_1/30" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; -"15742 maskrcnn/tf.stack_23/stack_1/values_1/31" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; -"15743 maskrcnn/tf.stack_23/stack_1/values_1/32" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; -"15744 maskrcnn/tf.stack_23/stack_1/values_1/33" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; -"15745 maskrcnn/tf.stack_23/stack_1/values_1/34" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; -"15746 maskrcnn/tf.stack_23/stack_1/values_1/35" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; -"15747 maskrcnn/tf.stack_23/stack_1/values_1/36" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; -"15748 maskrcnn/tf.stack_23/stack_1/values_1/37" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; -"15749 maskrcnn/tf.stack_23/stack_1/values_1/38" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; -"15750 maskrcnn/tf.stack_23/stack_1/values_1/39" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; -"15751 maskrcnn/tf.stack_23/stack_1/values_1/40" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; -"15752 maskrcnn/tf.stack_23/stack_1/values_1/41" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; -"15753 maskrcnn/tf.stack_23/stack_1/values_1/42" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; -"15754 maskrcnn/tf.stack_23/stack_1/values_1/43" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; -"15755 maskrcnn/tf.stack_23/stack_1/values_1/44" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; -"15756 maskrcnn/tf.stack_23/stack_1/values_1/45" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; -"15757 maskrcnn/tf.stack_23/stack_1/values_1/46" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; -"15758 maskrcnn/tf.stack_23/stack_1/values_1/47" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; -"15759 maskrcnn/tf.stack_23/stack_1/values_1/48" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; -"15760 maskrcnn/tf.stack_23/stack_1/values_1/49" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; -"15761 maskrcnn/tf.stack_23/stack_1/values_1/50" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; -"15762 maskrcnn/tf.stack_23/stack_1/values_1/51" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; -"15763 maskrcnn/tf.stack_23/stack_1/values_1/52" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; -"15764 maskrcnn/tf.stack_23/stack_1/values_1/53" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; -"15765 maskrcnn/tf.stack_23/stack_1/values_1/54" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; -"15766 maskrcnn/tf.stack_23/stack_1/values_1/55" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; -"15767 maskrcnn/tf.stack_23/stack_1/values_1/56" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; -"15768 maskrcnn/tf.stack_23/stack_1/values_1/57" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; -"15769 maskrcnn/tf.stack_23/stack_1/values_1/58" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; -"15770 maskrcnn/tf.stack_23/stack_1/values_1/59" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; -"15771 maskrcnn/tf.stack_23/stack_1/values_1/60" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; -"15772 maskrcnn/tf.stack_23/stack_1/values_1/61" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; -"15773 maskrcnn/tf.stack_23/stack_1/values_1/62" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; -"15774 maskrcnn/tf.stack_23/stack_1/values_1/63" -> "15775 maskrcnn/tf.stack_23/stack_1/values_1"; -"15775 maskrcnn/tf.stack_23/stack_1/values_1" -> "15776 maskrcnn/tf.stack_23/stack_1"; -"15776 maskrcnn/tf.stack_23/stack_1" -> "15777 maskrcnn/tf.compat.v1.gather_nd_1/GatherNd"; -"15777 maskrcnn/tf.compat.v1.gather_nd_1/GatherNd" -> "15778 maskrcnn/tf.math.sigmoid_5/Sigmoid"; -"15778 maskrcnn/tf.math.sigmoid_5/Sigmoid" -> "15783 Identity_4"; -} diff --git a/tests/tensorflow/data/reference_graphs/2.8/sparsity/magnitude_sparsity/mobilenet_v1.pb b/tests/tensorflow/data/reference_graphs/2.8/sparsity/magnitude_sparsity/mobilenet_v1.pb deleted file mode 100644 index cc092e1a4f9..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.8/sparsity/magnitude_sparsity/mobilenet_v1.pb +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:97980b677f6bae8270f950e8efbc156f3cc5545fb6c634b42620941862e3cac4 -size 100655 diff --git a/tests/tensorflow/data/reference_graphs/2.8/sparsity/magnitude_sparsity/mobilenet_v2.pb b/tests/tensorflow/data/reference_graphs/2.8/sparsity/magnitude_sparsity/mobilenet_v2.pb deleted file mode 100644 index 6714e128b2c..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.8/sparsity/magnitude_sparsity/mobilenet_v2.pb +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:d2b778a7a8e7f01892b4fcde91dd8bde2c8f6be59c3af73d052e8aa4b045ecb0 -size 199007 diff --git a/tests/tensorflow/data/reference_graphs/2.8/sparsity/magnitude_sparsity/mobilenet_v2_slim.dot b/tests/tensorflow/data/reference_graphs/2.8/sparsity/magnitude_sparsity/mobilenet_v2_slim.dot deleted file mode 100644 index 0c23cdbab82..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.8/sparsity/magnitude_sparsity/mobilenet_v2_slim.dot +++ /dev/null @@ -1,2070 +0,0 @@ -strict digraph { -"0 args_0" [id=0, op=Placeholder]; -"1 keras_layer/MobilenetV2/Conv/weights_mask" [id=1, op=Placeholder]; -"2 sequential/keras_layer/ReadVariableOp" [id=2, op=ReadVariableOp]; -"3 sequential/keras_layer/Greater/y" [id=3, op=Const]; -"4 sequential/keras_layer/Greater" [id=4, op=Greater]; -"5 MobilenetV2/Conv/weights" [id=5, op=Placeholder]; -"6 sequential/keras_layer/SelectV2/ReadVariableOp" [id=6, op=ReadVariableOp]; -"7 keras_layer/MobilenetV2/Conv/weights_bkup" [id=7, op=Placeholder]; -"8 sequential/keras_layer/SelectV2/ReadVariableOp_1" [id=8, op=ReadVariableOp]; -"9 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sequential/keras_layer/Greater_16/y" [id=227, op=Const]; -"228 sequential/keras_layer/Greater_16" [id=228, op=Greater]; -"229 MobilenetV2/expanded_conv_5/depthwise/depthwise_weights" [id=229, op=Placeholder]; -"230 sequential/keras_layer/SelectV2_16/ReadVariableOp" [id=230, op=ReadVariableOp]; -"231 keras_layer/MobilenetV2/expanded_conv_5/depthwise/depthwise_weights_bkup" [id=231, op=Placeholder]; -"232 sequential/keras_layer/SelectV2_16/ReadVariableOp_1" [id=232, op=ReadVariableOp]; -"233 sequential/keras_layer/SelectV2_16" [id=233, op=SelectV2]; -"234 sequential/keras_layer/AssignVariableOp_32" [id=234, op=AssignVariableOp]; -"235 sequential/keras_layer/ReadVariableOp_33" [id=235, op=ReadVariableOp]; -"236 sequential/keras_layer/mul_16/ReadVariableOp" [id=236, op=ReadVariableOp]; -"237 sequential/keras_layer/mul_16" [id=237, op=Mul]; -"238 sequential/keras_layer/AssignVariableOp_33" [id=238, op=AssignVariableOp]; -"239 keras_layer/MobilenetV2/expanded_conv_5/project/weights_mask" [id=239, op=Placeholder]; -"240 sequential/keras_layer/ReadVariableOp_34" [id=240, op=ReadVariableOp]; -"241 sequential/keras_layer/Greater_17/y" [id=241, op=Const]; -"242 sequential/keras_layer/Greater_17" [id=242, op=Greater]; -"243 MobilenetV2/expanded_conv_5/project/weights" [id=243, op=Placeholder]; -"244 sequential/keras_layer/SelectV2_17/ReadVariableOp" [id=244, op=ReadVariableOp]; -"245 keras_layer/MobilenetV2/expanded_conv_5/project/weights_bkup" [id=245, op=Placeholder]; -"246 sequential/keras_layer/SelectV2_17/ReadVariableOp_1" [id=246, op=ReadVariableOp]; -"247 sequential/keras_layer/SelectV2_17" [id=247, op=SelectV2]; -"248 sequential/keras_layer/AssignVariableOp_34" [id=248, op=AssignVariableOp]; -"249 sequential/keras_layer/ReadVariableOp_35" [id=249, op=ReadVariableOp]; -"250 sequential/keras_layer/mul_17/ReadVariableOp" [id=250, op=ReadVariableOp]; -"251 sequential/keras_layer/mul_17" [id=251, op=Mul]; -"252 sequential/keras_layer/AssignVariableOp_35" [id=252, op=AssignVariableOp]; -"253 keras_layer/MobilenetV2/expanded_conv_6/expand/weights_mask" [id=253, op=Placeholder]; -"254 sequential/keras_layer/ReadVariableOp_36" [id=254, op=ReadVariableOp]; -"255 sequential/keras_layer/Greater_18/y" [id=255, op=Const]; -"256 sequential/keras_layer/Greater_18" [id=256, op=Greater]; -"257 MobilenetV2/expanded_conv_6/expand/weights" [id=257, op=Placeholder]; -"258 sequential/keras_layer/SelectV2_18/ReadVariableOp" [id=258, op=ReadVariableOp]; -"259 keras_layer/MobilenetV2/expanded_conv_6/expand/weights_bkup" [id=259, op=Placeholder]; -"260 sequential/keras_layer/SelectV2_18/ReadVariableOp_1" [id=260, op=ReadVariableOp]; -"261 sequential/keras_layer/SelectV2_18" [id=261, op=SelectV2]; -"262 sequential/keras_layer/AssignVariableOp_36" [id=262, op=AssignVariableOp]; -"263 sequential/keras_layer/ReadVariableOp_37" [id=263, op=ReadVariableOp]; -"264 sequential/keras_layer/mul_18/ReadVariableOp" [id=264, op=ReadVariableOp]; -"265 sequential/keras_layer/mul_18" [id=265, op=Mul]; -"266 sequential/keras_layer/AssignVariableOp_37" [id=266, op=AssignVariableOp]; -"267 keras_layer/MobilenetV2/expanded_conv_6/depthwise/depthwise_weights_mask" [id=267, op=Placeholder]; -"268 sequential/keras_layer/ReadVariableOp_38" [id=268, op=ReadVariableOp]; -"269 sequential/keras_layer/Greater_19/y" [id=269, op=Const]; -"270 sequential/keras_layer/Greater_19" [id=270, op=Greater]; -"271 MobilenetV2/expanded_conv_6/depthwise/depthwise_weights" [id=271, op=Placeholder]; -"272 sequential/keras_layer/SelectV2_19/ReadVariableOp" [id=272, op=ReadVariableOp]; -"273 keras_layer/MobilenetV2/expanded_conv_6/depthwise/depthwise_weights_bkup" [id=273, op=Placeholder]; -"274 sequential/keras_layer/SelectV2_19/ReadVariableOp_1" [id=274, op=ReadVariableOp]; -"275 sequential/keras_layer/SelectV2_19" [id=275, op=SelectV2]; -"276 sequential/keras_layer/AssignVariableOp_38" [id=276, op=AssignVariableOp]; -"277 sequential/keras_layer/ReadVariableOp_39" [id=277, op=ReadVariableOp]; -"278 sequential/keras_layer/mul_19/ReadVariableOp" [id=278, op=ReadVariableOp]; -"279 sequential/keras_layer/mul_19" [id=279, op=Mul]; -"280 sequential/keras_layer/AssignVariableOp_39" [id=280, op=AssignVariableOp]; -"281 keras_layer/MobilenetV2/expanded_conv_6/project/weights_mask" [id=281, op=Placeholder]; -"282 sequential/keras_layer/ReadVariableOp_40" [id=282, op=ReadVariableOp]; -"283 sequential/keras_layer/Greater_20/y" [id=283, op=Const]; -"284 sequential/keras_layer/Greater_20" [id=284, op=Greater]; -"285 MobilenetV2/expanded_conv_6/project/weights" [id=285, op=Placeholder]; -"286 sequential/keras_layer/SelectV2_20/ReadVariableOp" [id=286, op=ReadVariableOp]; -"287 keras_layer/MobilenetV2/expanded_conv_6/project/weights_bkup" [id=287, op=Placeholder]; -"288 sequential/keras_layer/SelectV2_20/ReadVariableOp_1" [id=288, op=ReadVariableOp]; -"289 sequential/keras_layer/SelectV2_20" [id=289, op=SelectV2]; -"290 sequential/keras_layer/AssignVariableOp_40" [id=290, op=AssignVariableOp]; -"291 sequential/keras_layer/ReadVariableOp_41" [id=291, op=ReadVariableOp]; -"292 sequential/keras_layer/mul_20/ReadVariableOp" [id=292, op=ReadVariableOp]; -"293 sequential/keras_layer/mul_20" [id=293, op=Mul]; -"294 sequential/keras_layer/AssignVariableOp_41" [id=294, op=AssignVariableOp]; -"295 keras_layer/MobilenetV2/expanded_conv_7/expand/weights_mask" [id=295, op=Placeholder]; -"296 sequential/keras_layer/ReadVariableOp_42" [id=296, op=ReadVariableOp]; -"297 sequential/keras_layer/Greater_21/y" [id=297, op=Const]; -"298 sequential/keras_layer/Greater_21" [id=298, op=Greater]; -"299 MobilenetV2/expanded_conv_7/expand/weights" [id=299, op=Placeholder]; -"300 sequential/keras_layer/SelectV2_21/ReadVariableOp" [id=300, op=ReadVariableOp]; -"301 keras_layer/MobilenetV2/expanded_conv_7/expand/weights_bkup" [id=301, op=Placeholder]; -"302 sequential/keras_layer/SelectV2_21/ReadVariableOp_1" [id=302, op=ReadVariableOp]; -"303 sequential/keras_layer/SelectV2_21" [id=303, op=SelectV2]; -"304 sequential/keras_layer/AssignVariableOp_42" [id=304, op=AssignVariableOp]; -"305 sequential/keras_layer/ReadVariableOp_43" [id=305, op=ReadVariableOp]; -"306 sequential/keras_layer/mul_21/ReadVariableOp" [id=306, op=ReadVariableOp]; -"307 sequential/keras_layer/mul_21" [id=307, op=Mul]; -"308 sequential/keras_layer/AssignVariableOp_43" [id=308, op=AssignVariableOp]; -"309 keras_layer/MobilenetV2/expanded_conv_7/depthwise/depthwise_weights_mask" [id=309, op=Placeholder]; -"310 sequential/keras_layer/ReadVariableOp_44" [id=310, op=ReadVariableOp]; -"311 sequential/keras_layer/Greater_22/y" [id=311, op=Const]; -"312 sequential/keras_layer/Greater_22" [id=312, op=Greater]; -"313 MobilenetV2/expanded_conv_7/depthwise/depthwise_weights" [id=313, op=Placeholder]; -"314 sequential/keras_layer/SelectV2_22/ReadVariableOp" [id=314, op=ReadVariableOp]; -"315 keras_layer/MobilenetV2/expanded_conv_7/depthwise/depthwise_weights_bkup" [id=315, op=Placeholder]; -"316 sequential/keras_layer/SelectV2_22/ReadVariableOp_1" [id=316, op=ReadVariableOp]; -"317 sequential/keras_layer/SelectV2_22" [id=317, op=SelectV2]; -"318 sequential/keras_layer/AssignVariableOp_44" [id=318, op=AssignVariableOp]; -"319 sequential/keras_layer/ReadVariableOp_45" [id=319, op=ReadVariableOp]; -"320 sequential/keras_layer/mul_22/ReadVariableOp" [id=320, op=ReadVariableOp]; -"321 sequential/keras_layer/mul_22" [id=321, op=Mul]; -"322 sequential/keras_layer/AssignVariableOp_45" [id=322, op=AssignVariableOp]; -"323 keras_layer/MobilenetV2/expanded_conv_7/project/weights_mask" [id=323, op=Placeholder]; -"324 sequential/keras_layer/ReadVariableOp_46" [id=324, op=ReadVariableOp]; -"325 sequential/keras_layer/Greater_23/y" [id=325, op=Const]; -"326 sequential/keras_layer/Greater_23" [id=326, op=Greater]; -"327 MobilenetV2/expanded_conv_7/project/weights" [id=327, op=Placeholder]; -"328 sequential/keras_layer/SelectV2_23/ReadVariableOp" [id=328, op=ReadVariableOp]; -"329 keras_layer/MobilenetV2/expanded_conv_7/project/weights_bkup" [id=329, op=Placeholder]; -"330 sequential/keras_layer/SelectV2_23/ReadVariableOp_1" [id=330, op=ReadVariableOp]; -"331 sequential/keras_layer/SelectV2_23" [id=331, op=SelectV2]; -"332 sequential/keras_layer/AssignVariableOp_46" [id=332, op=AssignVariableOp]; -"333 sequential/keras_layer/ReadVariableOp_47" [id=333, op=ReadVariableOp]; -"334 sequential/keras_layer/mul_23/ReadVariableOp" [id=334, op=ReadVariableOp]; -"335 sequential/keras_layer/mul_23" [id=335, op=Mul]; -"336 sequential/keras_layer/AssignVariableOp_47" [id=336, op=AssignVariableOp]; -"337 keras_layer/MobilenetV2/expanded_conv_8/expand/weights_mask" [id=337, op=Placeholder]; -"338 sequential/keras_layer/ReadVariableOp_48" [id=338, op=ReadVariableOp]; -"339 sequential/keras_layer/Greater_24/y" [id=339, op=Const]; -"340 sequential/keras_layer/Greater_24" [id=340, op=Greater]; -"341 MobilenetV2/expanded_conv_8/expand/weights" [id=341, op=Placeholder]; -"342 sequential/keras_layer/SelectV2_24/ReadVariableOp" [id=342, op=ReadVariableOp]; -"343 keras_layer/MobilenetV2/expanded_conv_8/expand/weights_bkup" [id=343, op=Placeholder]; -"344 sequential/keras_layer/SelectV2_24/ReadVariableOp_1" [id=344, op=ReadVariableOp]; -"345 sequential/keras_layer/SelectV2_24" [id=345, op=SelectV2]; -"346 sequential/keras_layer/AssignVariableOp_48" [id=346, op=AssignVariableOp]; -"347 sequential/keras_layer/ReadVariableOp_49" [id=347, op=ReadVariableOp]; -"348 sequential/keras_layer/mul_24/ReadVariableOp" [id=348, op=ReadVariableOp]; -"349 sequential/keras_layer/mul_24" [id=349, op=Mul]; -"350 sequential/keras_layer/AssignVariableOp_49" [id=350, op=AssignVariableOp]; -"351 keras_layer/MobilenetV2/expanded_conv_8/depthwise/depthwise_weights_mask" [id=351, op=Placeholder]; -"352 sequential/keras_layer/ReadVariableOp_50" [id=352, op=ReadVariableOp]; -"353 sequential/keras_layer/Greater_25/y" [id=353, op=Const]; -"354 sequential/keras_layer/Greater_25" [id=354, op=Greater]; -"355 MobilenetV2/expanded_conv_8/depthwise/depthwise_weights" [id=355, op=Placeholder]; -"356 sequential/keras_layer/SelectV2_25/ReadVariableOp" [id=356, op=ReadVariableOp]; -"357 keras_layer/MobilenetV2/expanded_conv_8/depthwise/depthwise_weights_bkup" [id=357, op=Placeholder]; -"358 sequential/keras_layer/SelectV2_25/ReadVariableOp_1" [id=358, op=ReadVariableOp]; -"359 sequential/keras_layer/SelectV2_25" [id=359, op=SelectV2]; -"360 sequential/keras_layer/AssignVariableOp_50" [id=360, op=AssignVariableOp]; -"361 sequential/keras_layer/ReadVariableOp_51" [id=361, op=ReadVariableOp]; -"362 sequential/keras_layer/mul_25/ReadVariableOp" [id=362, op=ReadVariableOp]; -"363 sequential/keras_layer/mul_25" [id=363, op=Mul]; -"364 sequential/keras_layer/AssignVariableOp_51" [id=364, op=AssignVariableOp]; -"365 keras_layer/MobilenetV2/expanded_conv_8/project/weights_mask" [id=365, op=Placeholder]; -"366 sequential/keras_layer/ReadVariableOp_52" [id=366, op=ReadVariableOp]; -"367 sequential/keras_layer/Greater_26/y" [id=367, op=Const]; -"368 sequential/keras_layer/Greater_26" [id=368, op=Greater]; -"369 MobilenetV2/expanded_conv_8/project/weights" [id=369, op=Placeholder]; -"370 sequential/keras_layer/SelectV2_26/ReadVariableOp" [id=370, op=ReadVariableOp]; -"371 keras_layer/MobilenetV2/expanded_conv_8/project/weights_bkup" [id=371, op=Placeholder]; -"372 sequential/keras_layer/SelectV2_26/ReadVariableOp_1" [id=372, op=ReadVariableOp]; -"373 sequential/keras_layer/SelectV2_26" [id=373, op=SelectV2]; -"374 sequential/keras_layer/AssignVariableOp_52" [id=374, op=AssignVariableOp]; -"375 sequential/keras_layer/ReadVariableOp_53" [id=375, op=ReadVariableOp]; -"376 sequential/keras_layer/mul_26/ReadVariableOp" [id=376, op=ReadVariableOp]; -"377 sequential/keras_layer/mul_26" [id=377, op=Mul]; -"378 sequential/keras_layer/AssignVariableOp_53" [id=378, op=AssignVariableOp]; -"379 keras_layer/MobilenetV2/expanded_conv_9/expand/weights_mask" [id=379, op=Placeholder]; -"380 sequential/keras_layer/ReadVariableOp_54" [id=380, op=ReadVariableOp]; -"381 sequential/keras_layer/Greater_27/y" [id=381, op=Const]; -"382 sequential/keras_layer/Greater_27" [id=382, op=Greater]; -"383 MobilenetV2/expanded_conv_9/expand/weights" [id=383, op=Placeholder]; -"384 sequential/keras_layer/SelectV2_27/ReadVariableOp" [id=384, op=ReadVariableOp]; -"385 keras_layer/MobilenetV2/expanded_conv_9/expand/weights_bkup" [id=385, op=Placeholder]; -"386 sequential/keras_layer/SelectV2_27/ReadVariableOp_1" [id=386, op=ReadVariableOp]; -"387 sequential/keras_layer/SelectV2_27" [id=387, op=SelectV2]; -"388 sequential/keras_layer/AssignVariableOp_54" [id=388, op=AssignVariableOp]; -"389 sequential/keras_layer/ReadVariableOp_55" [id=389, op=ReadVariableOp]; -"390 sequential/keras_layer/mul_27/ReadVariableOp" [id=390, op=ReadVariableOp]; -"391 sequential/keras_layer/mul_27" [id=391, op=Mul]; -"392 sequential/keras_layer/AssignVariableOp_55" [id=392, op=AssignVariableOp]; -"393 keras_layer/MobilenetV2/expanded_conv_9/depthwise/depthwise_weights_mask" [id=393, op=Placeholder]; -"394 sequential/keras_layer/ReadVariableOp_56" [id=394, op=ReadVariableOp]; -"395 sequential/keras_layer/Greater_28/y" [id=395, op=Const]; -"396 sequential/keras_layer/Greater_28" [id=396, op=Greater]; -"397 MobilenetV2/expanded_conv_9/depthwise/depthwise_weights" [id=397, op=Placeholder]; -"398 sequential/keras_layer/SelectV2_28/ReadVariableOp" [id=398, op=ReadVariableOp]; -"399 keras_layer/MobilenetV2/expanded_conv_9/depthwise/depthwise_weights_bkup" [id=399, op=Placeholder]; -"400 sequential/keras_layer/SelectV2_28/ReadVariableOp_1" [id=400, op=ReadVariableOp]; -"401 sequential/keras_layer/SelectV2_28" [id=401, op=SelectV2]; -"402 sequential/keras_layer/AssignVariableOp_56" [id=402, op=AssignVariableOp]; -"403 sequential/keras_layer/ReadVariableOp_57" [id=403, op=ReadVariableOp]; -"404 sequential/keras_layer/mul_28/ReadVariableOp" [id=404, op=ReadVariableOp]; -"405 sequential/keras_layer/mul_28" [id=405, op=Mul]; -"406 sequential/keras_layer/AssignVariableOp_57" [id=406, op=AssignVariableOp]; -"407 keras_layer/MobilenetV2/expanded_conv_9/project/weights_mask" [id=407, op=Placeholder]; -"408 sequential/keras_layer/ReadVariableOp_58" [id=408, op=ReadVariableOp]; -"409 sequential/keras_layer/Greater_29/y" [id=409, op=Const]; -"410 sequential/keras_layer/Greater_29" [id=410, op=Greater]; -"411 MobilenetV2/expanded_conv_9/project/weights" [id=411, op=Placeholder]; -"412 sequential/keras_layer/SelectV2_29/ReadVariableOp" [id=412, op=ReadVariableOp]; -"413 keras_layer/MobilenetV2/expanded_conv_9/project/weights_bkup" [id=413, op=Placeholder]; -"414 sequential/keras_layer/SelectV2_29/ReadVariableOp_1" [id=414, op=ReadVariableOp]; -"415 sequential/keras_layer/SelectV2_29" [id=415, op=SelectV2]; -"416 sequential/keras_layer/AssignVariableOp_58" [id=416, op=AssignVariableOp]; -"417 sequential/keras_layer/ReadVariableOp_59" [id=417, op=ReadVariableOp]; -"418 sequential/keras_layer/mul_29/ReadVariableOp" [id=418, op=ReadVariableOp]; -"419 sequential/keras_layer/mul_29" [id=419, op=Mul]; -"420 sequential/keras_layer/AssignVariableOp_59" [id=420, op=AssignVariableOp]; -"421 keras_layer/MobilenetV2/expanded_conv_10/expand/weights_mask" [id=421, op=Placeholder]; -"422 sequential/keras_layer/ReadVariableOp_60" [id=422, op=ReadVariableOp]; -"423 sequential/keras_layer/Greater_30/y" [id=423, op=Const]; -"424 sequential/keras_layer/Greater_30" [id=424, op=Greater]; -"425 MobilenetV2/expanded_conv_10/expand/weights" [id=425, op=Placeholder]; -"426 sequential/keras_layer/SelectV2_30/ReadVariableOp" [id=426, op=ReadVariableOp]; -"427 keras_layer/MobilenetV2/expanded_conv_10/expand/weights_bkup" [id=427, op=Placeholder]; -"428 sequential/keras_layer/SelectV2_30/ReadVariableOp_1" [id=428, op=ReadVariableOp]; -"429 sequential/keras_layer/SelectV2_30" [id=429, op=SelectV2]; -"430 sequential/keras_layer/AssignVariableOp_60" [id=430, op=AssignVariableOp]; -"431 sequential/keras_layer/ReadVariableOp_61" [id=431, op=ReadVariableOp]; -"432 sequential/keras_layer/mul_30/ReadVariableOp" [id=432, op=ReadVariableOp]; -"433 sequential/keras_layer/mul_30" [id=433, op=Mul]; -"434 sequential/keras_layer/AssignVariableOp_61" [id=434, op=AssignVariableOp]; -"435 keras_layer/MobilenetV2/expanded_conv_10/depthwise/depthwise_weights_mask" [id=435, op=Placeholder]; -"436 sequential/keras_layer/ReadVariableOp_62" [id=436, op=ReadVariableOp]; -"437 sequential/keras_layer/Greater_31/y" [id=437, op=Const]; -"438 sequential/keras_layer/Greater_31" [id=438, op=Greater]; -"439 MobilenetV2/expanded_conv_10/depthwise/depthwise_weights" [id=439, op=Placeholder]; -"440 sequential/keras_layer/SelectV2_31/ReadVariableOp" [id=440, op=ReadVariableOp]; -"441 keras_layer/MobilenetV2/expanded_conv_10/depthwise/depthwise_weights_bkup" [id=441, op=Placeholder]; -"442 sequential/keras_layer/SelectV2_31/ReadVariableOp_1" [id=442, op=ReadVariableOp]; -"443 sequential/keras_layer/SelectV2_31" [id=443, op=SelectV2]; -"444 sequential/keras_layer/AssignVariableOp_62" [id=444, op=AssignVariableOp]; -"445 sequential/keras_layer/ReadVariableOp_63" [id=445, op=ReadVariableOp]; -"446 sequential/keras_layer/mul_31/ReadVariableOp" [id=446, op=ReadVariableOp]; -"447 sequential/keras_layer/mul_31" [id=447, op=Mul]; -"448 sequential/keras_layer/AssignVariableOp_63" [id=448, op=AssignVariableOp]; -"449 keras_layer/MobilenetV2/expanded_conv_10/project/weights_mask" [id=449, op=Placeholder]; -"450 sequential/keras_layer/ReadVariableOp_64" [id=450, op=ReadVariableOp]; -"451 sequential/keras_layer/Greater_32/y" [id=451, op=Const]; -"452 sequential/keras_layer/Greater_32" [id=452, op=Greater]; -"453 MobilenetV2/expanded_conv_10/project/weights" [id=453, op=Placeholder]; -"454 sequential/keras_layer/SelectV2_32/ReadVariableOp" [id=454, op=ReadVariableOp]; -"455 keras_layer/MobilenetV2/expanded_conv_10/project/weights_bkup" [id=455, op=Placeholder]; -"456 sequential/keras_layer/SelectV2_32/ReadVariableOp_1" [id=456, op=ReadVariableOp]; -"457 sequential/keras_layer/SelectV2_32" [id=457, op=SelectV2]; -"458 sequential/keras_layer/AssignVariableOp_64" [id=458, op=AssignVariableOp]; -"459 sequential/keras_layer/ReadVariableOp_65" [id=459, op=ReadVariableOp]; -"460 sequential/keras_layer/mul_32/ReadVariableOp" [id=460, op=ReadVariableOp]; -"461 sequential/keras_layer/mul_32" [id=461, op=Mul]; -"462 sequential/keras_layer/AssignVariableOp_65" [id=462, op=AssignVariableOp]; -"463 keras_layer/MobilenetV2/expanded_conv_11/expand/weights_mask" [id=463, op=Placeholder]; -"464 sequential/keras_layer/ReadVariableOp_66" [id=464, op=ReadVariableOp]; -"465 sequential/keras_layer/Greater_33/y" [id=465, op=Const]; -"466 sequential/keras_layer/Greater_33" [id=466, op=Greater]; -"467 MobilenetV2/expanded_conv_11/expand/weights" [id=467, op=Placeholder]; -"468 sequential/keras_layer/SelectV2_33/ReadVariableOp" [id=468, op=ReadVariableOp]; -"469 keras_layer/MobilenetV2/expanded_conv_11/expand/weights_bkup" [id=469, op=Placeholder]; -"470 sequential/keras_layer/SelectV2_33/ReadVariableOp_1" [id=470, op=ReadVariableOp]; -"471 sequential/keras_layer/SelectV2_33" [id=471, op=SelectV2]; -"472 sequential/keras_layer/AssignVariableOp_66" [id=472, op=AssignVariableOp]; -"473 sequential/keras_layer/ReadVariableOp_67" [id=473, op=ReadVariableOp]; -"474 sequential/keras_layer/mul_33/ReadVariableOp" [id=474, op=ReadVariableOp]; -"475 sequential/keras_layer/mul_33" [id=475, op=Mul]; -"476 sequential/keras_layer/AssignVariableOp_67" [id=476, op=AssignVariableOp]; -"477 keras_layer/MobilenetV2/expanded_conv_11/depthwise/depthwise_weights_mask" [id=477, op=Placeholder]; -"478 sequential/keras_layer/ReadVariableOp_68" [id=478, op=ReadVariableOp]; -"479 sequential/keras_layer/Greater_34/y" [id=479, op=Const]; -"480 sequential/keras_layer/Greater_34" [id=480, op=Greater]; -"481 MobilenetV2/expanded_conv_11/depthwise/depthwise_weights" [id=481, op=Placeholder]; -"482 sequential/keras_layer/SelectV2_34/ReadVariableOp" [id=482, op=ReadVariableOp]; -"483 keras_layer/MobilenetV2/expanded_conv_11/depthwise/depthwise_weights_bkup" [id=483, op=Placeholder]; -"484 sequential/keras_layer/SelectV2_34/ReadVariableOp_1" [id=484, op=ReadVariableOp]; -"485 sequential/keras_layer/SelectV2_34" [id=485, op=SelectV2]; -"486 sequential/keras_layer/AssignVariableOp_68" [id=486, op=AssignVariableOp]; -"487 sequential/keras_layer/ReadVariableOp_69" [id=487, op=ReadVariableOp]; -"488 sequential/keras_layer/mul_34/ReadVariableOp" [id=488, op=ReadVariableOp]; -"489 sequential/keras_layer/mul_34" [id=489, op=Mul]; -"490 sequential/keras_layer/AssignVariableOp_69" [id=490, op=AssignVariableOp]; -"491 keras_layer/MobilenetV2/expanded_conv_11/project/weights_mask" 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op=AssignVariableOp]; -"505 keras_layer/MobilenetV2/expanded_conv_12/expand/weights_mask" [id=505, op=Placeholder]; -"506 sequential/keras_layer/ReadVariableOp_72" [id=506, op=ReadVariableOp]; -"507 sequential/keras_layer/Greater_36/y" [id=507, op=Const]; -"508 sequential/keras_layer/Greater_36" [id=508, op=Greater]; -"509 MobilenetV2/expanded_conv_12/expand/weights" [id=509, op=Placeholder]; -"510 sequential/keras_layer/SelectV2_36/ReadVariableOp" [id=510, op=ReadVariableOp]; -"511 keras_layer/MobilenetV2/expanded_conv_12/expand/weights_bkup" [id=511, op=Placeholder]; -"512 sequential/keras_layer/SelectV2_36/ReadVariableOp_1" [id=512, op=ReadVariableOp]; -"513 sequential/keras_layer/SelectV2_36" [id=513, op=SelectV2]; -"514 sequential/keras_layer/AssignVariableOp_72" [id=514, op=AssignVariableOp]; -"515 sequential/keras_layer/ReadVariableOp_73" [id=515, op=ReadVariableOp]; -"516 sequential/keras_layer/mul_36/ReadVariableOp" [id=516, op=ReadVariableOp]; -"517 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sequential/keras_layer/ReadVariableOp_75" [id=529, op=ReadVariableOp]; -"530 sequential/keras_layer/mul_37/ReadVariableOp" [id=530, op=ReadVariableOp]; -"531 sequential/keras_layer/mul_37" [id=531, op=Mul]; -"532 sequential/keras_layer/AssignVariableOp_75" [id=532, op=AssignVariableOp]; -"533 keras_layer/MobilenetV2/expanded_conv_12/project/weights_mask" [id=533, op=Placeholder]; -"534 sequential/keras_layer/ReadVariableOp_76" [id=534, op=ReadVariableOp]; -"535 sequential/keras_layer/Greater_38/y" [id=535, op=Const]; -"536 sequential/keras_layer/Greater_38" [id=536, op=Greater]; -"537 MobilenetV2/expanded_conv_12/project/weights" [id=537, op=Placeholder]; -"538 sequential/keras_layer/SelectV2_38/ReadVariableOp" [id=538, op=ReadVariableOp]; -"539 keras_layer/MobilenetV2/expanded_conv_12/project/weights_bkup" [id=539, op=Placeholder]; -"540 sequential/keras_layer/SelectV2_38/ReadVariableOp_1" [id=540, op=ReadVariableOp]; -"541 sequential/keras_layer/SelectV2_38" [id=541, op=SelectV2]; 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op=ReadVariableOp]; -"555 sequential/keras_layer/SelectV2_39" [id=555, op=SelectV2]; -"556 sequential/keras_layer/AssignVariableOp_78" [id=556, op=AssignVariableOp]; -"557 sequential/keras_layer/ReadVariableOp_79" [id=557, op=ReadVariableOp]; -"558 sequential/keras_layer/mul_39/ReadVariableOp" [id=558, op=ReadVariableOp]; -"559 sequential/keras_layer/mul_39" [id=559, op=Mul]; -"560 sequential/keras_layer/AssignVariableOp_79" [id=560, op=AssignVariableOp]; -"561 keras_layer/MobilenetV2/expanded_conv_13/depthwise/depthwise_weights_mask" [id=561, op=Placeholder]; -"562 sequential/keras_layer/ReadVariableOp_80" [id=562, op=ReadVariableOp]; -"563 sequential/keras_layer/Greater_40/y" [id=563, op=Const]; -"564 sequential/keras_layer/Greater_40" [id=564, op=Greater]; -"565 MobilenetV2/expanded_conv_13/depthwise/depthwise_weights" [id=565, op=Placeholder]; -"566 sequential/keras_layer/SelectV2_40/ReadVariableOp" [id=566, op=ReadVariableOp]; -"567 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op=Placeholder]; -"580 sequential/keras_layer/SelectV2_41/ReadVariableOp" [id=580, op=ReadVariableOp]; -"581 keras_layer/MobilenetV2/expanded_conv_13/project/weights_bkup" [id=581, op=Placeholder]; -"582 sequential/keras_layer/SelectV2_41/ReadVariableOp_1" [id=582, op=ReadVariableOp]; -"583 sequential/keras_layer/SelectV2_41" [id=583, op=SelectV2]; -"584 sequential/keras_layer/AssignVariableOp_82" [id=584, op=AssignVariableOp]; -"585 sequential/keras_layer/ReadVariableOp_83" [id=585, op=ReadVariableOp]; -"586 sequential/keras_layer/mul_41/ReadVariableOp" [id=586, op=ReadVariableOp]; -"587 sequential/keras_layer/mul_41" [id=587, op=Mul]; -"588 sequential/keras_layer/AssignVariableOp_83" [id=588, op=AssignVariableOp]; -"589 keras_layer/MobilenetV2/expanded_conv_14/expand/weights_mask" [id=589, op=Placeholder]; -"590 sequential/keras_layer/ReadVariableOp_84" [id=590, op=ReadVariableOp]; -"591 sequential/keras_layer/Greater_42/y" [id=591, op=Const]; -"592 sequential/keras_layer/Greater_42" 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sequential/keras_layer/Greater_43/y" [id=605, op=Const]; -"606 sequential/keras_layer/Greater_43" [id=606, op=Greater]; -"607 MobilenetV2/expanded_conv_14/depthwise/depthwise_weights" [id=607, op=Placeholder]; -"608 sequential/keras_layer/SelectV2_43/ReadVariableOp" [id=608, op=ReadVariableOp]; -"609 keras_layer/MobilenetV2/expanded_conv_14/depthwise/depthwise_weights_bkup" [id=609, op=Placeholder]; -"610 sequential/keras_layer/SelectV2_43/ReadVariableOp_1" [id=610, op=ReadVariableOp]; -"611 sequential/keras_layer/SelectV2_43" [id=611, op=SelectV2]; -"612 sequential/keras_layer/AssignVariableOp_86" [id=612, op=AssignVariableOp]; -"613 sequential/keras_layer/ReadVariableOp_87" [id=613, op=ReadVariableOp]; -"614 sequential/keras_layer/mul_43/ReadVariableOp" [id=614, op=ReadVariableOp]; -"615 sequential/keras_layer/mul_43" [id=615, op=Mul]; -"616 sequential/keras_layer/AssignVariableOp_87" [id=616, op=AssignVariableOp]; -"617 keras_layer/MobilenetV2/expanded_conv_14/project/weights_mask" [id=617, op=Placeholder]; -"618 sequential/keras_layer/ReadVariableOp_88" [id=618, op=ReadVariableOp]; -"619 sequential/keras_layer/Greater_44/y" [id=619, op=Const]; -"620 sequential/keras_layer/Greater_44" [id=620, op=Greater]; -"621 MobilenetV2/expanded_conv_14/project/weights" [id=621, op=Placeholder]; -"622 sequential/keras_layer/SelectV2_44/ReadVariableOp" [id=622, op=ReadVariableOp]; -"623 keras_layer/MobilenetV2/expanded_conv_14/project/weights_bkup" [id=623, op=Placeholder]; -"624 sequential/keras_layer/SelectV2_44/ReadVariableOp_1" [id=624, op=ReadVariableOp]; -"625 sequential/keras_layer/SelectV2_44" [id=625, op=SelectV2]; -"626 sequential/keras_layer/AssignVariableOp_88" [id=626, op=AssignVariableOp]; -"627 sequential/keras_layer/ReadVariableOp_89" [id=627, op=ReadVariableOp]; -"628 sequential/keras_layer/mul_44/ReadVariableOp" [id=628, op=ReadVariableOp]; -"629 sequential/keras_layer/mul_44" [id=629, op=Mul]; -"630 sequential/keras_layer/AssignVariableOp_89" [id=630, op=AssignVariableOp]; -"631 keras_layer/MobilenetV2/expanded_conv_15/expand/weights_mask" [id=631, op=Placeholder]; -"632 sequential/keras_layer/ReadVariableOp_90" [id=632, op=ReadVariableOp]; -"633 sequential/keras_layer/Greater_45/y" [id=633, op=Const]; -"634 sequential/keras_layer/Greater_45" [id=634, op=Greater]; -"635 MobilenetV2/expanded_conv_15/expand/weights" [id=635, op=Placeholder]; -"636 sequential/keras_layer/SelectV2_45/ReadVariableOp" [id=636, op=ReadVariableOp]; -"637 keras_layer/MobilenetV2/expanded_conv_15/expand/weights_bkup" [id=637, op=Placeholder]; -"638 sequential/keras_layer/SelectV2_45/ReadVariableOp_1" [id=638, op=ReadVariableOp]; -"639 sequential/keras_layer/SelectV2_45" [id=639, op=SelectV2]; -"640 sequential/keras_layer/AssignVariableOp_90" [id=640, op=AssignVariableOp]; -"641 sequential/keras_layer/ReadVariableOp_91" [id=641, op=ReadVariableOp]; -"642 sequential/keras_layer/mul_45/ReadVariableOp" [id=642, op=ReadVariableOp]; -"643 sequential/keras_layer/mul_45" [id=643, op=Mul]; -"644 sequential/keras_layer/AssignVariableOp_91" [id=644, op=AssignVariableOp]; -"645 keras_layer/MobilenetV2/expanded_conv_15/depthwise/depthwise_weights_mask" [id=645, op=Placeholder]; -"646 sequential/keras_layer/ReadVariableOp_92" [id=646, op=ReadVariableOp]; -"647 sequential/keras_layer/Greater_46/y" [id=647, op=Const]; -"648 sequential/keras_layer/Greater_46" [id=648, op=Greater]; -"649 MobilenetV2/expanded_conv_15/depthwise/depthwise_weights" [id=649, op=Placeholder]; -"650 sequential/keras_layer/SelectV2_46/ReadVariableOp" [id=650, op=ReadVariableOp]; -"651 keras_layer/MobilenetV2/expanded_conv_15/depthwise/depthwise_weights_bkup" [id=651, op=Placeholder]; -"652 sequential/keras_layer/SelectV2_46/ReadVariableOp_1" [id=652, op=ReadVariableOp]; -"653 sequential/keras_layer/SelectV2_46" [id=653, op=SelectV2]; -"654 sequential/keras_layer/AssignVariableOp_92" [id=654, op=AssignVariableOp]; -"655 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op=ReadVariableOp]; -"681 sequential/keras_layer/SelectV2_48" [id=681, op=SelectV2]; -"682 sequential/keras_layer/AssignVariableOp_96" [id=682, op=AssignVariableOp]; -"683 sequential/keras_layer/ReadVariableOp_97" [id=683, op=ReadVariableOp]; -"684 sequential/keras_layer/mul_48/ReadVariableOp" [id=684, op=ReadVariableOp]; -"685 sequential/keras_layer/mul_48" [id=685, op=Mul]; -"686 sequential/keras_layer/AssignVariableOp_97" [id=686, op=AssignVariableOp]; -"687 keras_layer/MobilenetV2/expanded_conv_16/depthwise/depthwise_weights_mask" [id=687, op=Placeholder]; -"688 sequential/keras_layer/ReadVariableOp_98" [id=688, op=ReadVariableOp]; -"689 sequential/keras_layer/Greater_49/y" [id=689, op=Const]; -"690 sequential/keras_layer/Greater_49" [id=690, op=Greater]; -"691 MobilenetV2/expanded_conv_16/depthwise/depthwise_weights" [id=691, op=Placeholder]; -"692 sequential/keras_layer/SelectV2_49/ReadVariableOp" [id=692, op=ReadVariableOp]; -"693 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keras_layer/MobilenetV2/Conv/weights_mask" -> "12 sequential/keras_layer/mul/ReadVariableOp"; -"2 sequential/keras_layer/ReadVariableOp" -> "4 sequential/keras_layer/Greater"; -"3 sequential/keras_layer/Greater/y" -> "4 sequential/keras_layer/Greater"; -"4 sequential/keras_layer/Greater" -> "9 sequential/keras_layer/SelectV2"; -"5 MobilenetV2/Conv/weights" -> "6 sequential/keras_layer/SelectV2/ReadVariableOp"; -"5 MobilenetV2/Conv/weights" -> "14 sequential/keras_layer/AssignVariableOp_1"; -"5 MobilenetV2/Conv/weights" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"6 sequential/keras_layer/SelectV2/ReadVariableOp" -> "9 sequential/keras_layer/SelectV2"; -"7 keras_layer/MobilenetV2/Conv/weights_bkup" -> "8 sequential/keras_layer/SelectV2/ReadVariableOp_1"; -"7 keras_layer/MobilenetV2/Conv/weights_bkup" -> "10 sequential/keras_layer/AssignVariableOp"; -"7 keras_layer/MobilenetV2/Conv/weights_bkup" -> "11 sequential/keras_layer/ReadVariableOp_1"; -"8 sequential/keras_layer/SelectV2/ReadVariableOp_1" -> "9 sequential/keras_layer/SelectV2"; -"9 sequential/keras_layer/SelectV2" -> "10 sequential/keras_layer/AssignVariableOp"; -"11 sequential/keras_layer/ReadVariableOp_1" -> "13 sequential/keras_layer/mul"; -"12 sequential/keras_layer/mul/ReadVariableOp" -> "13 sequential/keras_layer/mul"; -"13 sequential/keras_layer/mul" -> "14 sequential/keras_layer/AssignVariableOp_1"; -"15 keras_layer/MobilenetV2/expanded_conv/depthwise/depthwise_weights_mask" -> "16 sequential/keras_layer/ReadVariableOp_2"; -"15 keras_layer/MobilenetV2/expanded_conv/depthwise/depthwise_weights_mask" -> "26 sequential/keras_layer/mul_1/ReadVariableOp"; -"16 sequential/keras_layer/ReadVariableOp_2" -> "18 sequential/keras_layer/Greater_1"; -"17 sequential/keras_layer/Greater_1/y" -> "18 sequential/keras_layer/Greater_1"; -"18 sequential/keras_layer/Greater_1" -> "23 sequential/keras_layer/SelectV2_1"; -"19 MobilenetV2/expanded_conv/depthwise/depthwise_weights" -> "20 sequential/keras_layer/SelectV2_1/ReadVariableOp"; -"19 MobilenetV2/expanded_conv/depthwise/depthwise_weights" -> "28 sequential/keras_layer/AssignVariableOp_3"; -"19 MobilenetV2/expanded_conv/depthwise/depthwise_weights" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"20 sequential/keras_layer/SelectV2_1/ReadVariableOp" -> "23 sequential/keras_layer/SelectV2_1"; -"21 keras_layer/MobilenetV2/expanded_conv/depthwise/depthwise_weights_bkup" -> "22 sequential/keras_layer/SelectV2_1/ReadVariableOp_1"; -"21 keras_layer/MobilenetV2/expanded_conv/depthwise/depthwise_weights_bkup" -> "24 sequential/keras_layer/AssignVariableOp_2"; -"21 keras_layer/MobilenetV2/expanded_conv/depthwise/depthwise_weights_bkup" -> "25 sequential/keras_layer/ReadVariableOp_3"; -"22 sequential/keras_layer/SelectV2_1/ReadVariableOp_1" -> "23 sequential/keras_layer/SelectV2_1"; -"23 sequential/keras_layer/SelectV2_1" -> "24 sequential/keras_layer/AssignVariableOp_2"; -"25 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sequential/keras_layer/ReadVariableOp_19"; -"134 sequential/keras_layer/SelectV2_9/ReadVariableOp_1" -> "135 sequential/keras_layer/SelectV2_9"; -"135 sequential/keras_layer/SelectV2_9" -> "136 sequential/keras_layer/AssignVariableOp_18"; -"137 sequential/keras_layer/ReadVariableOp_19" -> "139 sequential/keras_layer/mul_9"; -"138 sequential/keras_layer/mul_9/ReadVariableOp" -> "139 sequential/keras_layer/mul_9"; -"139 sequential/keras_layer/mul_9" -> "140 sequential/keras_layer/AssignVariableOp_19"; -"141 keras_layer/MobilenetV2/expanded_conv_3/depthwise/depthwise_weights_mask" -> "142 sequential/keras_layer/ReadVariableOp_20"; -"141 keras_layer/MobilenetV2/expanded_conv_3/depthwise/depthwise_weights_mask" -> "152 sequential/keras_layer/mul_10/ReadVariableOp"; -"142 sequential/keras_layer/ReadVariableOp_20" -> "144 sequential/keras_layer/Greater_10"; -"143 sequential/keras_layer/Greater_10/y" -> "144 sequential/keras_layer/Greater_10"; -"144 sequential/keras_layer/Greater_10" -> "149 sequential/keras_layer/SelectV2_10"; -"145 MobilenetV2/expanded_conv_3/depthwise/depthwise_weights" -> "146 sequential/keras_layer/SelectV2_10/ReadVariableOp"; -"145 MobilenetV2/expanded_conv_3/depthwise/depthwise_weights" -> "154 sequential/keras_layer/AssignVariableOp_21"; -"145 MobilenetV2/expanded_conv_3/depthwise/depthwise_weights" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"146 sequential/keras_layer/SelectV2_10/ReadVariableOp" -> "149 sequential/keras_layer/SelectV2_10"; -"147 keras_layer/MobilenetV2/expanded_conv_3/depthwise/depthwise_weights_bkup" -> "148 sequential/keras_layer/SelectV2_10/ReadVariableOp_1"; -"147 keras_layer/MobilenetV2/expanded_conv_3/depthwise/depthwise_weights_bkup" -> "150 sequential/keras_layer/AssignVariableOp_20"; -"147 keras_layer/MobilenetV2/expanded_conv_3/depthwise/depthwise_weights_bkup" -> "151 sequential/keras_layer/ReadVariableOp_21"; -"148 sequential/keras_layer/SelectV2_10/ReadVariableOp_1" -> "149 sequential/keras_layer/SelectV2_10"; -"149 sequential/keras_layer/SelectV2_10" -> "150 sequential/keras_layer/AssignVariableOp_20"; -"151 sequential/keras_layer/ReadVariableOp_21" -> "153 sequential/keras_layer/mul_10"; -"152 sequential/keras_layer/mul_10/ReadVariableOp" -> "153 sequential/keras_layer/mul_10"; -"153 sequential/keras_layer/mul_10" -> "154 sequential/keras_layer/AssignVariableOp_21"; -"155 keras_layer/MobilenetV2/expanded_conv_3/project/weights_mask" -> "156 sequential/keras_layer/ReadVariableOp_22"; -"155 keras_layer/MobilenetV2/expanded_conv_3/project/weights_mask" -> "166 sequential/keras_layer/mul_11/ReadVariableOp"; -"156 sequential/keras_layer/ReadVariableOp_22" -> "158 sequential/keras_layer/Greater_11"; -"157 sequential/keras_layer/Greater_11/y" -> "158 sequential/keras_layer/Greater_11"; -"158 sequential/keras_layer/Greater_11" -> "163 sequential/keras_layer/SelectV2_11"; -"159 MobilenetV2/expanded_conv_3/project/weights" -> "160 sequential/keras_layer/SelectV2_11/ReadVariableOp"; -"159 MobilenetV2/expanded_conv_3/project/weights" -> "168 sequential/keras_layer/AssignVariableOp_23"; -"159 MobilenetV2/expanded_conv_3/project/weights" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"160 sequential/keras_layer/SelectV2_11/ReadVariableOp" -> "163 sequential/keras_layer/SelectV2_11"; -"161 keras_layer/MobilenetV2/expanded_conv_3/project/weights_bkup" -> "162 sequential/keras_layer/SelectV2_11/ReadVariableOp_1"; -"161 keras_layer/MobilenetV2/expanded_conv_3/project/weights_bkup" -> "164 sequential/keras_layer/AssignVariableOp_22"; -"161 keras_layer/MobilenetV2/expanded_conv_3/project/weights_bkup" -> "165 sequential/keras_layer/ReadVariableOp_23"; -"162 sequential/keras_layer/SelectV2_11/ReadVariableOp_1" -> "163 sequential/keras_layer/SelectV2_11"; -"163 sequential/keras_layer/SelectV2_11" -> "164 sequential/keras_layer/AssignVariableOp_22"; -"165 sequential/keras_layer/ReadVariableOp_23" -> "167 sequential/keras_layer/mul_11"; -"166 sequential/keras_layer/mul_11/ReadVariableOp" -> "167 sequential/keras_layer/mul_11"; -"167 sequential/keras_layer/mul_11" -> "168 sequential/keras_layer/AssignVariableOp_23"; -"169 keras_layer/MobilenetV2/expanded_conv_4/expand/weights_mask" -> "170 sequential/keras_layer/ReadVariableOp_24"; -"169 keras_layer/MobilenetV2/expanded_conv_4/expand/weights_mask" -> "180 sequential/keras_layer/mul_12/ReadVariableOp"; -"170 sequential/keras_layer/ReadVariableOp_24" -> "172 sequential/keras_layer/Greater_12"; -"171 sequential/keras_layer/Greater_12/y" -> "172 sequential/keras_layer/Greater_12"; -"172 sequential/keras_layer/Greater_12" -> "177 sequential/keras_layer/SelectV2_12"; -"173 MobilenetV2/expanded_conv_4/expand/weights" -> "174 sequential/keras_layer/SelectV2_12/ReadVariableOp"; -"173 MobilenetV2/expanded_conv_4/expand/weights" -> "182 sequential/keras_layer/AssignVariableOp_25"; -"173 MobilenetV2/expanded_conv_4/expand/weights" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"174 sequential/keras_layer/SelectV2_12/ReadVariableOp" -> "177 sequential/keras_layer/SelectV2_12"; -"175 keras_layer/MobilenetV2/expanded_conv_4/expand/weights_bkup" -> "176 sequential/keras_layer/SelectV2_12/ReadVariableOp_1"; -"175 keras_layer/MobilenetV2/expanded_conv_4/expand/weights_bkup" -> "178 sequential/keras_layer/AssignVariableOp_24"; -"175 keras_layer/MobilenetV2/expanded_conv_4/expand/weights_bkup" -> "179 sequential/keras_layer/ReadVariableOp_25"; -"176 sequential/keras_layer/SelectV2_12/ReadVariableOp_1" -> "177 sequential/keras_layer/SelectV2_12"; -"177 sequential/keras_layer/SelectV2_12" -> "178 sequential/keras_layer/AssignVariableOp_24"; -"179 sequential/keras_layer/ReadVariableOp_25" -> "181 sequential/keras_layer/mul_12"; -"180 sequential/keras_layer/mul_12/ReadVariableOp" -> "181 sequential/keras_layer/mul_12"; -"181 sequential/keras_layer/mul_12" -> "182 sequential/keras_layer/AssignVariableOp_25"; -"183 keras_layer/MobilenetV2/expanded_conv_4/depthwise/depthwise_weights_mask" -> "184 sequential/keras_layer/ReadVariableOp_26"; -"183 keras_layer/MobilenetV2/expanded_conv_4/depthwise/depthwise_weights_mask" -> "194 sequential/keras_layer/mul_13/ReadVariableOp"; -"184 sequential/keras_layer/ReadVariableOp_26" -> "186 sequential/keras_layer/Greater_13"; -"185 sequential/keras_layer/Greater_13/y" -> "186 sequential/keras_layer/Greater_13"; -"186 sequential/keras_layer/Greater_13" -> "191 sequential/keras_layer/SelectV2_13"; -"187 MobilenetV2/expanded_conv_4/depthwise/depthwise_weights" -> "188 sequential/keras_layer/SelectV2_13/ReadVariableOp"; -"187 MobilenetV2/expanded_conv_4/depthwise/depthwise_weights" -> "196 sequential/keras_layer/AssignVariableOp_27"; -"187 MobilenetV2/expanded_conv_4/depthwise/depthwise_weights" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"188 sequential/keras_layer/SelectV2_13/ReadVariableOp" -> "191 sequential/keras_layer/SelectV2_13"; -"189 keras_layer/MobilenetV2/expanded_conv_4/depthwise/depthwise_weights_bkup" -> "190 sequential/keras_layer/SelectV2_13/ReadVariableOp_1"; -"189 keras_layer/MobilenetV2/expanded_conv_4/depthwise/depthwise_weights_bkup" -> "192 sequential/keras_layer/AssignVariableOp_26"; -"189 keras_layer/MobilenetV2/expanded_conv_4/depthwise/depthwise_weights_bkup" -> "193 sequential/keras_layer/ReadVariableOp_27"; -"190 sequential/keras_layer/SelectV2_13/ReadVariableOp_1" -> "191 sequential/keras_layer/SelectV2_13"; -"191 sequential/keras_layer/SelectV2_13" -> "192 sequential/keras_layer/AssignVariableOp_26"; -"193 sequential/keras_layer/ReadVariableOp_27" -> "195 sequential/keras_layer/mul_13"; -"194 sequential/keras_layer/mul_13/ReadVariableOp" -> "195 sequential/keras_layer/mul_13"; -"195 sequential/keras_layer/mul_13" -> "196 sequential/keras_layer/AssignVariableOp_27"; -"197 keras_layer/MobilenetV2/expanded_conv_4/project/weights_mask" -> "198 sequential/keras_layer/ReadVariableOp_28"; -"197 keras_layer/MobilenetV2/expanded_conv_4/project/weights_mask" -> "208 sequential/keras_layer/mul_14/ReadVariableOp"; -"198 sequential/keras_layer/ReadVariableOp_28" -> "200 sequential/keras_layer/Greater_14"; -"199 sequential/keras_layer/Greater_14/y" -> "200 sequential/keras_layer/Greater_14"; -"200 sequential/keras_layer/Greater_14" -> "205 sequential/keras_layer/SelectV2_14"; -"201 MobilenetV2/expanded_conv_4/project/weights" -> "202 sequential/keras_layer/SelectV2_14/ReadVariableOp"; -"201 MobilenetV2/expanded_conv_4/project/weights" -> "210 sequential/keras_layer/AssignVariableOp_29"; -"201 MobilenetV2/expanded_conv_4/project/weights" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"202 sequential/keras_layer/SelectV2_14/ReadVariableOp" -> "205 sequential/keras_layer/SelectV2_14"; -"203 keras_layer/MobilenetV2/expanded_conv_4/project/weights_bkup" -> "204 sequential/keras_layer/SelectV2_14/ReadVariableOp_1"; -"203 keras_layer/MobilenetV2/expanded_conv_4/project/weights_bkup" -> "206 sequential/keras_layer/AssignVariableOp_28"; -"203 keras_layer/MobilenetV2/expanded_conv_4/project/weights_bkup" -> "207 sequential/keras_layer/ReadVariableOp_29"; -"204 sequential/keras_layer/SelectV2_14/ReadVariableOp_1" -> "205 sequential/keras_layer/SelectV2_14"; -"205 sequential/keras_layer/SelectV2_14" -> "206 sequential/keras_layer/AssignVariableOp_28"; -"207 sequential/keras_layer/ReadVariableOp_29" -> "209 sequential/keras_layer/mul_14"; -"208 sequential/keras_layer/mul_14/ReadVariableOp" -> "209 sequential/keras_layer/mul_14"; -"209 sequential/keras_layer/mul_14" -> "210 sequential/keras_layer/AssignVariableOp_29"; -"211 keras_layer/MobilenetV2/expanded_conv_5/expand/weights_mask" -> "212 sequential/keras_layer/ReadVariableOp_30"; -"211 keras_layer/MobilenetV2/expanded_conv_5/expand/weights_mask" -> "222 sequential/keras_layer/mul_15/ReadVariableOp"; -"212 sequential/keras_layer/ReadVariableOp_30" -> "214 sequential/keras_layer/Greater_15"; -"213 sequential/keras_layer/Greater_15/y" -> "214 sequential/keras_layer/Greater_15"; -"214 sequential/keras_layer/Greater_15" -> "219 sequential/keras_layer/SelectV2_15"; -"215 MobilenetV2/expanded_conv_5/expand/weights" -> "216 sequential/keras_layer/SelectV2_15/ReadVariableOp"; -"215 MobilenetV2/expanded_conv_5/expand/weights" -> "224 sequential/keras_layer/AssignVariableOp_31"; -"215 MobilenetV2/expanded_conv_5/expand/weights" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"216 sequential/keras_layer/SelectV2_15/ReadVariableOp" -> "219 sequential/keras_layer/SelectV2_15"; -"217 keras_layer/MobilenetV2/expanded_conv_5/expand/weights_bkup" -> "218 sequential/keras_layer/SelectV2_15/ReadVariableOp_1"; -"217 keras_layer/MobilenetV2/expanded_conv_5/expand/weights_bkup" -> "220 sequential/keras_layer/AssignVariableOp_30"; -"217 keras_layer/MobilenetV2/expanded_conv_5/expand/weights_bkup" -> "221 sequential/keras_layer/ReadVariableOp_31"; 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sequential/keras_layer/SelectV2_16" -> "234 sequential/keras_layer/AssignVariableOp_32"; -"235 sequential/keras_layer/ReadVariableOp_33" -> "237 sequential/keras_layer/mul_16"; -"236 sequential/keras_layer/mul_16/ReadVariableOp" -> "237 sequential/keras_layer/mul_16"; -"237 sequential/keras_layer/mul_16" -> "238 sequential/keras_layer/AssignVariableOp_33"; -"239 keras_layer/MobilenetV2/expanded_conv_5/project/weights_mask" -> "240 sequential/keras_layer/ReadVariableOp_34"; -"239 keras_layer/MobilenetV2/expanded_conv_5/project/weights_mask" -> "250 sequential/keras_layer/mul_17/ReadVariableOp"; -"240 sequential/keras_layer/ReadVariableOp_34" -> "242 sequential/keras_layer/Greater_17"; -"241 sequential/keras_layer/Greater_17/y" -> "242 sequential/keras_layer/Greater_17"; -"242 sequential/keras_layer/Greater_17" -> "247 sequential/keras_layer/SelectV2_17"; -"243 MobilenetV2/expanded_conv_5/project/weights" -> "244 sequential/keras_layer/SelectV2_17/ReadVariableOp"; -"243 MobilenetV2/expanded_conv_5/project/weights" -> "252 sequential/keras_layer/AssignVariableOp_35"; -"243 MobilenetV2/expanded_conv_5/project/weights" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"244 sequential/keras_layer/SelectV2_17/ReadVariableOp" -> "247 sequential/keras_layer/SelectV2_17"; -"245 keras_layer/MobilenetV2/expanded_conv_5/project/weights_bkup" -> "246 sequential/keras_layer/SelectV2_17/ReadVariableOp_1"; -"245 keras_layer/MobilenetV2/expanded_conv_5/project/weights_bkup" -> "248 sequential/keras_layer/AssignVariableOp_34"; -"245 keras_layer/MobilenetV2/expanded_conv_5/project/weights_bkup" -> "249 sequential/keras_layer/ReadVariableOp_35"; -"246 sequential/keras_layer/SelectV2_17/ReadVariableOp_1" -> "247 sequential/keras_layer/SelectV2_17"; -"247 sequential/keras_layer/SelectV2_17" -> "248 sequential/keras_layer/AssignVariableOp_34"; -"249 sequential/keras_layer/ReadVariableOp_35" -> "251 sequential/keras_layer/mul_17"; -"250 sequential/keras_layer/mul_17/ReadVariableOp" -> "251 sequential/keras_layer/mul_17"; -"251 sequential/keras_layer/mul_17" -> "252 sequential/keras_layer/AssignVariableOp_35"; -"253 keras_layer/MobilenetV2/expanded_conv_6/expand/weights_mask" -> "254 sequential/keras_layer/ReadVariableOp_36"; -"253 keras_layer/MobilenetV2/expanded_conv_6/expand/weights_mask" -> "264 sequential/keras_layer/mul_18/ReadVariableOp"; -"254 sequential/keras_layer/ReadVariableOp_36" -> "256 sequential/keras_layer/Greater_18"; -"255 sequential/keras_layer/Greater_18/y" -> "256 sequential/keras_layer/Greater_18"; -"256 sequential/keras_layer/Greater_18" -> "261 sequential/keras_layer/SelectV2_18"; -"257 MobilenetV2/expanded_conv_6/expand/weights" -> "258 sequential/keras_layer/SelectV2_18/ReadVariableOp"; -"257 MobilenetV2/expanded_conv_6/expand/weights" -> "266 sequential/keras_layer/AssignVariableOp_37"; -"257 MobilenetV2/expanded_conv_6/expand/weights" -> "952 sequential/keras_layer/StatefulPartitionedCall"; 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keras_layer/MobilenetV2/expanded_conv_6/depthwise/depthwise_weights_mask" -> "268 sequential/keras_layer/ReadVariableOp_38"; -"267 keras_layer/MobilenetV2/expanded_conv_6/depthwise/depthwise_weights_mask" -> "278 sequential/keras_layer/mul_19/ReadVariableOp"; -"268 sequential/keras_layer/ReadVariableOp_38" -> "270 sequential/keras_layer/Greater_19"; -"269 sequential/keras_layer/Greater_19/y" -> "270 sequential/keras_layer/Greater_19"; -"270 sequential/keras_layer/Greater_19" -> "275 sequential/keras_layer/SelectV2_19"; -"271 MobilenetV2/expanded_conv_6/depthwise/depthwise_weights" -> "272 sequential/keras_layer/SelectV2_19/ReadVariableOp"; -"271 MobilenetV2/expanded_conv_6/depthwise/depthwise_weights" -> "280 sequential/keras_layer/AssignVariableOp_39"; -"271 MobilenetV2/expanded_conv_6/depthwise/depthwise_weights" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"272 sequential/keras_layer/SelectV2_19/ReadVariableOp" -> "275 sequential/keras_layer/SelectV2_19"; -"273 keras_layer/MobilenetV2/expanded_conv_6/depthwise/depthwise_weights_bkup" -> "274 sequential/keras_layer/SelectV2_19/ReadVariableOp_1"; -"273 keras_layer/MobilenetV2/expanded_conv_6/depthwise/depthwise_weights_bkup" -> "276 sequential/keras_layer/AssignVariableOp_38"; -"273 keras_layer/MobilenetV2/expanded_conv_6/depthwise/depthwise_weights_bkup" -> "277 sequential/keras_layer/ReadVariableOp_39"; -"274 sequential/keras_layer/SelectV2_19/ReadVariableOp_1" -> "275 sequential/keras_layer/SelectV2_19"; -"275 sequential/keras_layer/SelectV2_19" -> "276 sequential/keras_layer/AssignVariableOp_38"; -"277 sequential/keras_layer/ReadVariableOp_39" -> "279 sequential/keras_layer/mul_19"; -"278 sequential/keras_layer/mul_19/ReadVariableOp" -> "279 sequential/keras_layer/mul_19"; -"279 sequential/keras_layer/mul_19" -> "280 sequential/keras_layer/AssignVariableOp_39"; -"281 keras_layer/MobilenetV2/expanded_conv_6/project/weights_mask" -> "282 sequential/keras_layer/ReadVariableOp_40"; -"281 keras_layer/MobilenetV2/expanded_conv_6/project/weights_mask" -> "292 sequential/keras_layer/mul_20/ReadVariableOp"; -"282 sequential/keras_layer/ReadVariableOp_40" -> "284 sequential/keras_layer/Greater_20"; -"283 sequential/keras_layer/Greater_20/y" -> "284 sequential/keras_layer/Greater_20"; -"284 sequential/keras_layer/Greater_20" -> "289 sequential/keras_layer/SelectV2_20"; -"285 MobilenetV2/expanded_conv_6/project/weights" -> "286 sequential/keras_layer/SelectV2_20/ReadVariableOp"; -"285 MobilenetV2/expanded_conv_6/project/weights" -> "294 sequential/keras_layer/AssignVariableOp_41"; -"285 MobilenetV2/expanded_conv_6/project/weights" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"286 sequential/keras_layer/SelectV2_20/ReadVariableOp" -> "289 sequential/keras_layer/SelectV2_20"; -"287 keras_layer/MobilenetV2/expanded_conv_6/project/weights_bkup" -> "288 sequential/keras_layer/SelectV2_20/ReadVariableOp_1"; -"287 keras_layer/MobilenetV2/expanded_conv_6/project/weights_bkup" -> "290 sequential/keras_layer/AssignVariableOp_40"; -"287 keras_layer/MobilenetV2/expanded_conv_6/project/weights_bkup" -> "291 sequential/keras_layer/ReadVariableOp_41"; -"288 sequential/keras_layer/SelectV2_20/ReadVariableOp_1" -> "289 sequential/keras_layer/SelectV2_20"; -"289 sequential/keras_layer/SelectV2_20" -> "290 sequential/keras_layer/AssignVariableOp_40"; -"291 sequential/keras_layer/ReadVariableOp_41" -> "293 sequential/keras_layer/mul_20"; -"292 sequential/keras_layer/mul_20/ReadVariableOp" -> "293 sequential/keras_layer/mul_20"; -"293 sequential/keras_layer/mul_20" -> "294 sequential/keras_layer/AssignVariableOp_41"; -"295 keras_layer/MobilenetV2/expanded_conv_7/expand/weights_mask" -> "296 sequential/keras_layer/ReadVariableOp_42"; -"295 keras_layer/MobilenetV2/expanded_conv_7/expand/weights_mask" -> "306 sequential/keras_layer/mul_21/ReadVariableOp"; -"296 sequential/keras_layer/ReadVariableOp_42" -> "298 sequential/keras_layer/Greater_21"; -"297 sequential/keras_layer/Greater_21/y" -> "298 sequential/keras_layer/Greater_21"; -"298 sequential/keras_layer/Greater_21" -> "303 sequential/keras_layer/SelectV2_21"; -"299 MobilenetV2/expanded_conv_7/expand/weights" -> "300 sequential/keras_layer/SelectV2_21/ReadVariableOp"; -"299 MobilenetV2/expanded_conv_7/expand/weights" -> "308 sequential/keras_layer/AssignVariableOp_43"; -"299 MobilenetV2/expanded_conv_7/expand/weights" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"300 sequential/keras_layer/SelectV2_21/ReadVariableOp" -> "303 sequential/keras_layer/SelectV2_21"; -"301 keras_layer/MobilenetV2/expanded_conv_7/expand/weights_bkup" -> "302 sequential/keras_layer/SelectV2_21/ReadVariableOp_1"; -"301 keras_layer/MobilenetV2/expanded_conv_7/expand/weights_bkup" -> "304 sequential/keras_layer/AssignVariableOp_42"; -"301 keras_layer/MobilenetV2/expanded_conv_7/expand/weights_bkup" -> "305 sequential/keras_layer/ReadVariableOp_43"; 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sequential/keras_layer/SelectV2_22" -> "318 sequential/keras_layer/AssignVariableOp_44"; -"319 sequential/keras_layer/ReadVariableOp_45" -> "321 sequential/keras_layer/mul_22"; -"320 sequential/keras_layer/mul_22/ReadVariableOp" -> "321 sequential/keras_layer/mul_22"; -"321 sequential/keras_layer/mul_22" -> "322 sequential/keras_layer/AssignVariableOp_45"; -"323 keras_layer/MobilenetV2/expanded_conv_7/project/weights_mask" -> "324 sequential/keras_layer/ReadVariableOp_46"; -"323 keras_layer/MobilenetV2/expanded_conv_7/project/weights_mask" -> "334 sequential/keras_layer/mul_23/ReadVariableOp"; -"324 sequential/keras_layer/ReadVariableOp_46" -> "326 sequential/keras_layer/Greater_23"; -"325 sequential/keras_layer/Greater_23/y" -> "326 sequential/keras_layer/Greater_23"; -"326 sequential/keras_layer/Greater_23" -> "331 sequential/keras_layer/SelectV2_23"; -"327 MobilenetV2/expanded_conv_7/project/weights" -> "328 sequential/keras_layer/SelectV2_23/ReadVariableOp"; -"327 MobilenetV2/expanded_conv_7/project/weights" -> "336 sequential/keras_layer/AssignVariableOp_47"; -"327 MobilenetV2/expanded_conv_7/project/weights" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"328 sequential/keras_layer/SelectV2_23/ReadVariableOp" -> "331 sequential/keras_layer/SelectV2_23"; -"329 keras_layer/MobilenetV2/expanded_conv_7/project/weights_bkup" -> "330 sequential/keras_layer/SelectV2_23/ReadVariableOp_1"; -"329 keras_layer/MobilenetV2/expanded_conv_7/project/weights_bkup" -> "332 sequential/keras_layer/AssignVariableOp_46"; -"329 keras_layer/MobilenetV2/expanded_conv_7/project/weights_bkup" -> "333 sequential/keras_layer/ReadVariableOp_47"; -"330 sequential/keras_layer/SelectV2_23/ReadVariableOp_1" -> "331 sequential/keras_layer/SelectV2_23"; -"331 sequential/keras_layer/SelectV2_23" -> "332 sequential/keras_layer/AssignVariableOp_46"; -"333 sequential/keras_layer/ReadVariableOp_47" -> "335 sequential/keras_layer/mul_23"; -"334 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keras_layer/MobilenetV2/expanded_conv_8/depthwise/depthwise_weights_mask" -> "352 sequential/keras_layer/ReadVariableOp_50"; -"351 keras_layer/MobilenetV2/expanded_conv_8/depthwise/depthwise_weights_mask" -> "362 sequential/keras_layer/mul_25/ReadVariableOp"; -"352 sequential/keras_layer/ReadVariableOp_50" -> "354 sequential/keras_layer/Greater_25"; -"353 sequential/keras_layer/Greater_25/y" -> "354 sequential/keras_layer/Greater_25"; -"354 sequential/keras_layer/Greater_25" -> "359 sequential/keras_layer/SelectV2_25"; -"355 MobilenetV2/expanded_conv_8/depthwise/depthwise_weights" -> "356 sequential/keras_layer/SelectV2_25/ReadVariableOp"; -"355 MobilenetV2/expanded_conv_8/depthwise/depthwise_weights" -> "364 sequential/keras_layer/AssignVariableOp_51"; -"355 MobilenetV2/expanded_conv_8/depthwise/depthwise_weights" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"356 sequential/keras_layer/SelectV2_25/ReadVariableOp" -> "359 sequential/keras_layer/SelectV2_25"; -"357 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keras_layer/MobilenetV2/expanded_conv_8/project/weights_bkup" -> "374 sequential/keras_layer/AssignVariableOp_52"; -"371 keras_layer/MobilenetV2/expanded_conv_8/project/weights_bkup" -> "375 sequential/keras_layer/ReadVariableOp_53"; -"372 sequential/keras_layer/SelectV2_26/ReadVariableOp_1" -> "373 sequential/keras_layer/SelectV2_26"; -"373 sequential/keras_layer/SelectV2_26" -> "374 sequential/keras_layer/AssignVariableOp_52"; -"375 sequential/keras_layer/ReadVariableOp_53" -> "377 sequential/keras_layer/mul_26"; -"376 sequential/keras_layer/mul_26/ReadVariableOp" -> "377 sequential/keras_layer/mul_26"; -"377 sequential/keras_layer/mul_26" -> "378 sequential/keras_layer/AssignVariableOp_53"; -"379 keras_layer/MobilenetV2/expanded_conv_9/expand/weights_mask" -> "380 sequential/keras_layer/ReadVariableOp_54"; -"379 keras_layer/MobilenetV2/expanded_conv_9/expand/weights_mask" -> "390 sequential/keras_layer/mul_27/ReadVariableOp"; -"380 sequential/keras_layer/ReadVariableOp_54" -> "382 sequential/keras_layer/Greater_27"; -"381 sequential/keras_layer/Greater_27/y" -> "382 sequential/keras_layer/Greater_27"; -"382 sequential/keras_layer/Greater_27" -> "387 sequential/keras_layer/SelectV2_27"; -"383 MobilenetV2/expanded_conv_9/expand/weights" -> "384 sequential/keras_layer/SelectV2_27/ReadVariableOp"; -"383 MobilenetV2/expanded_conv_9/expand/weights" -> "392 sequential/keras_layer/AssignVariableOp_55"; -"383 MobilenetV2/expanded_conv_9/expand/weights" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"384 sequential/keras_layer/SelectV2_27/ReadVariableOp" -> "387 sequential/keras_layer/SelectV2_27"; -"385 keras_layer/MobilenetV2/expanded_conv_9/expand/weights_bkup" -> "386 sequential/keras_layer/SelectV2_27/ReadVariableOp_1"; -"385 keras_layer/MobilenetV2/expanded_conv_9/expand/weights_bkup" -> "388 sequential/keras_layer/AssignVariableOp_54"; -"385 keras_layer/MobilenetV2/expanded_conv_9/expand/weights_bkup" -> "389 sequential/keras_layer/ReadVariableOp_55"; 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sequential/keras_layer/StatefulPartitionedCall"; -"426 sequential/keras_layer/SelectV2_30/ReadVariableOp" -> "429 sequential/keras_layer/SelectV2_30"; -"427 keras_layer/MobilenetV2/expanded_conv_10/expand/weights_bkup" -> "428 sequential/keras_layer/SelectV2_30/ReadVariableOp_1"; -"427 keras_layer/MobilenetV2/expanded_conv_10/expand/weights_bkup" -> "430 sequential/keras_layer/AssignVariableOp_60"; -"427 keras_layer/MobilenetV2/expanded_conv_10/expand/weights_bkup" -> "431 sequential/keras_layer/ReadVariableOp_61"; -"428 sequential/keras_layer/SelectV2_30/ReadVariableOp_1" -> "429 sequential/keras_layer/SelectV2_30"; -"429 sequential/keras_layer/SelectV2_30" -> "430 sequential/keras_layer/AssignVariableOp_60"; -"431 sequential/keras_layer/ReadVariableOp_61" -> "433 sequential/keras_layer/mul_30"; -"432 sequential/keras_layer/mul_30/ReadVariableOp" -> "433 sequential/keras_layer/mul_30"; -"433 sequential/keras_layer/mul_30" -> "434 sequential/keras_layer/AssignVariableOp_61"; -"435 keras_layer/MobilenetV2/expanded_conv_10/depthwise/depthwise_weights_mask" -> "436 sequential/keras_layer/ReadVariableOp_62"; -"435 keras_layer/MobilenetV2/expanded_conv_10/depthwise/depthwise_weights_mask" -> "446 sequential/keras_layer/mul_31/ReadVariableOp"; -"436 sequential/keras_layer/ReadVariableOp_62" -> "438 sequential/keras_layer/Greater_31"; -"437 sequential/keras_layer/Greater_31/y" -> "438 sequential/keras_layer/Greater_31"; -"438 sequential/keras_layer/Greater_31" -> "443 sequential/keras_layer/SelectV2_31"; -"439 MobilenetV2/expanded_conv_10/depthwise/depthwise_weights" -> "440 sequential/keras_layer/SelectV2_31/ReadVariableOp"; -"439 MobilenetV2/expanded_conv_10/depthwise/depthwise_weights" -> "448 sequential/keras_layer/AssignVariableOp_63"; -"439 MobilenetV2/expanded_conv_10/depthwise/depthwise_weights" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"440 sequential/keras_layer/SelectV2_31/ReadVariableOp" -> "443 sequential/keras_layer/SelectV2_31"; -"441 keras_layer/MobilenetV2/expanded_conv_10/depthwise/depthwise_weights_bkup" -> "442 sequential/keras_layer/SelectV2_31/ReadVariableOp_1"; -"441 keras_layer/MobilenetV2/expanded_conv_10/depthwise/depthwise_weights_bkup" -> "444 sequential/keras_layer/AssignVariableOp_62"; -"441 keras_layer/MobilenetV2/expanded_conv_10/depthwise/depthwise_weights_bkup" -> "445 sequential/keras_layer/ReadVariableOp_63"; -"442 sequential/keras_layer/SelectV2_31/ReadVariableOp_1" -> "443 sequential/keras_layer/SelectV2_31"; -"443 sequential/keras_layer/SelectV2_31" -> "444 sequential/keras_layer/AssignVariableOp_62"; -"445 sequential/keras_layer/ReadVariableOp_63" -> "447 sequential/keras_layer/mul_31"; -"446 sequential/keras_layer/mul_31/ReadVariableOp" -> "447 sequential/keras_layer/mul_31"; -"447 sequential/keras_layer/mul_31" -> "448 sequential/keras_layer/AssignVariableOp_63"; -"449 keras_layer/MobilenetV2/expanded_conv_10/project/weights_mask" -> "450 sequential/keras_layer/ReadVariableOp_64"; -"449 keras_layer/MobilenetV2/expanded_conv_10/project/weights_mask" -> "460 sequential/keras_layer/mul_32/ReadVariableOp"; -"450 sequential/keras_layer/ReadVariableOp_64" -> "452 sequential/keras_layer/Greater_32"; -"451 sequential/keras_layer/Greater_32/y" -> "452 sequential/keras_layer/Greater_32"; -"452 sequential/keras_layer/Greater_32" -> "457 sequential/keras_layer/SelectV2_32"; -"453 MobilenetV2/expanded_conv_10/project/weights" -> "454 sequential/keras_layer/SelectV2_32/ReadVariableOp"; -"453 MobilenetV2/expanded_conv_10/project/weights" -> "462 sequential/keras_layer/AssignVariableOp_65"; -"453 MobilenetV2/expanded_conv_10/project/weights" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"454 sequential/keras_layer/SelectV2_32/ReadVariableOp" -> "457 sequential/keras_layer/SelectV2_32"; -"455 keras_layer/MobilenetV2/expanded_conv_10/project/weights_bkup" -> "456 sequential/keras_layer/SelectV2_32/ReadVariableOp_1"; -"455 keras_layer/MobilenetV2/expanded_conv_10/project/weights_bkup" -> "458 sequential/keras_layer/AssignVariableOp_64"; -"455 keras_layer/MobilenetV2/expanded_conv_10/project/weights_bkup" -> "459 sequential/keras_layer/ReadVariableOp_65"; -"456 sequential/keras_layer/SelectV2_32/ReadVariableOp_1" -> "457 sequential/keras_layer/SelectV2_32"; -"457 sequential/keras_layer/SelectV2_32" -> "458 sequential/keras_layer/AssignVariableOp_64"; -"459 sequential/keras_layer/ReadVariableOp_65" -> "461 sequential/keras_layer/mul_32"; -"460 sequential/keras_layer/mul_32/ReadVariableOp" -> "461 sequential/keras_layer/mul_32"; -"461 sequential/keras_layer/mul_32" -> "462 sequential/keras_layer/AssignVariableOp_65"; -"463 keras_layer/MobilenetV2/expanded_conv_11/expand/weights_mask" -> "464 sequential/keras_layer/ReadVariableOp_66"; -"463 keras_layer/MobilenetV2/expanded_conv_11/expand/weights_mask" -> "474 sequential/keras_layer/mul_33/ReadVariableOp"; -"464 sequential/keras_layer/ReadVariableOp_66" -> "466 sequential/keras_layer/Greater_33"; -"465 sequential/keras_layer/Greater_33/y" -> "466 sequential/keras_layer/Greater_33"; -"466 sequential/keras_layer/Greater_33" -> "471 sequential/keras_layer/SelectV2_33"; -"467 MobilenetV2/expanded_conv_11/expand/weights" -> "468 sequential/keras_layer/SelectV2_33/ReadVariableOp"; -"467 MobilenetV2/expanded_conv_11/expand/weights" -> "476 sequential/keras_layer/AssignVariableOp_67"; -"467 MobilenetV2/expanded_conv_11/expand/weights" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"468 sequential/keras_layer/SelectV2_33/ReadVariableOp" -> "471 sequential/keras_layer/SelectV2_33"; -"469 keras_layer/MobilenetV2/expanded_conv_11/expand/weights_bkup" -> "470 sequential/keras_layer/SelectV2_33/ReadVariableOp_1"; -"469 keras_layer/MobilenetV2/expanded_conv_11/expand/weights_bkup" -> "472 sequential/keras_layer/AssignVariableOp_66"; -"469 keras_layer/MobilenetV2/expanded_conv_11/expand/weights_bkup" -> "473 sequential/keras_layer/ReadVariableOp_67"; -"470 sequential/keras_layer/SelectV2_33/ReadVariableOp_1" -> "471 sequential/keras_layer/SelectV2_33"; -"471 sequential/keras_layer/SelectV2_33" -> "472 sequential/keras_layer/AssignVariableOp_66"; -"473 sequential/keras_layer/ReadVariableOp_67" -> "475 sequential/keras_layer/mul_33"; -"474 sequential/keras_layer/mul_33/ReadVariableOp" -> "475 sequential/keras_layer/mul_33"; -"475 sequential/keras_layer/mul_33" -> "476 sequential/keras_layer/AssignVariableOp_67"; -"477 keras_layer/MobilenetV2/expanded_conv_11/depthwise/depthwise_weights_mask" -> "478 sequential/keras_layer/ReadVariableOp_68"; -"477 keras_layer/MobilenetV2/expanded_conv_11/depthwise/depthwise_weights_mask" -> "488 sequential/keras_layer/mul_34/ReadVariableOp"; -"478 sequential/keras_layer/ReadVariableOp_68" -> "480 sequential/keras_layer/Greater_34"; -"479 sequential/keras_layer/Greater_34/y" -> "480 sequential/keras_layer/Greater_34"; -"480 sequential/keras_layer/Greater_34" -> "485 sequential/keras_layer/SelectV2_34"; -"481 MobilenetV2/expanded_conv_11/depthwise/depthwise_weights" -> "482 sequential/keras_layer/SelectV2_34/ReadVariableOp"; -"481 MobilenetV2/expanded_conv_11/depthwise/depthwise_weights" -> "490 sequential/keras_layer/AssignVariableOp_69"; -"481 MobilenetV2/expanded_conv_11/depthwise/depthwise_weights" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"482 sequential/keras_layer/SelectV2_34/ReadVariableOp" -> "485 sequential/keras_layer/SelectV2_34"; -"483 keras_layer/MobilenetV2/expanded_conv_11/depthwise/depthwise_weights_bkup" -> "484 sequential/keras_layer/SelectV2_34/ReadVariableOp_1"; -"483 keras_layer/MobilenetV2/expanded_conv_11/depthwise/depthwise_weights_bkup" -> "486 sequential/keras_layer/AssignVariableOp_68"; -"483 keras_layer/MobilenetV2/expanded_conv_11/depthwise/depthwise_weights_bkup" -> "487 sequential/keras_layer/ReadVariableOp_69"; -"484 sequential/keras_layer/SelectV2_34/ReadVariableOp_1" -> "485 sequential/keras_layer/SelectV2_34"; -"485 sequential/keras_layer/SelectV2_34" -> "486 sequential/keras_layer/AssignVariableOp_68"; -"487 sequential/keras_layer/ReadVariableOp_69" -> "489 sequential/keras_layer/mul_34"; -"488 sequential/keras_layer/mul_34/ReadVariableOp" -> "489 sequential/keras_layer/mul_34"; -"489 sequential/keras_layer/mul_34" -> "490 sequential/keras_layer/AssignVariableOp_69"; -"491 keras_layer/MobilenetV2/expanded_conv_11/project/weights_mask" -> "492 sequential/keras_layer/ReadVariableOp_70"; -"491 keras_layer/MobilenetV2/expanded_conv_11/project/weights_mask" -> "502 sequential/keras_layer/mul_35/ReadVariableOp"; -"492 sequential/keras_layer/ReadVariableOp_70" -> "494 sequential/keras_layer/Greater_35"; -"493 sequential/keras_layer/Greater_35/y" -> "494 sequential/keras_layer/Greater_35"; -"494 sequential/keras_layer/Greater_35" -> "499 sequential/keras_layer/SelectV2_35"; -"495 MobilenetV2/expanded_conv_11/project/weights" -> "496 sequential/keras_layer/SelectV2_35/ReadVariableOp"; -"495 MobilenetV2/expanded_conv_11/project/weights" -> "504 sequential/keras_layer/AssignVariableOp_71"; -"495 MobilenetV2/expanded_conv_11/project/weights" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"496 sequential/keras_layer/SelectV2_35/ReadVariableOp" -> "499 sequential/keras_layer/SelectV2_35"; -"497 keras_layer/MobilenetV2/expanded_conv_11/project/weights_bkup" -> "498 sequential/keras_layer/SelectV2_35/ReadVariableOp_1"; -"497 keras_layer/MobilenetV2/expanded_conv_11/project/weights_bkup" -> "500 sequential/keras_layer/AssignVariableOp_70"; -"497 keras_layer/MobilenetV2/expanded_conv_11/project/weights_bkup" -> "501 sequential/keras_layer/ReadVariableOp_71"; -"498 sequential/keras_layer/SelectV2_35/ReadVariableOp_1" -> "499 sequential/keras_layer/SelectV2_35"; -"499 sequential/keras_layer/SelectV2_35" -> "500 sequential/keras_layer/AssignVariableOp_70"; -"501 sequential/keras_layer/ReadVariableOp_71" -> "503 sequential/keras_layer/mul_35"; -"502 sequential/keras_layer/mul_35/ReadVariableOp" -> "503 sequential/keras_layer/mul_35"; -"503 sequential/keras_layer/mul_35" -> "504 sequential/keras_layer/AssignVariableOp_71"; -"505 keras_layer/MobilenetV2/expanded_conv_12/expand/weights_mask" -> "506 sequential/keras_layer/ReadVariableOp_72"; -"505 keras_layer/MobilenetV2/expanded_conv_12/expand/weights_mask" -> "516 sequential/keras_layer/mul_36/ReadVariableOp"; -"506 sequential/keras_layer/ReadVariableOp_72" -> "508 sequential/keras_layer/Greater_36"; -"507 sequential/keras_layer/Greater_36/y" -> "508 sequential/keras_layer/Greater_36"; -"508 sequential/keras_layer/Greater_36" -> "513 sequential/keras_layer/SelectV2_36"; -"509 MobilenetV2/expanded_conv_12/expand/weights" -> "510 sequential/keras_layer/SelectV2_36/ReadVariableOp"; -"509 MobilenetV2/expanded_conv_12/expand/weights" -> "518 sequential/keras_layer/AssignVariableOp_73"; -"509 MobilenetV2/expanded_conv_12/expand/weights" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"510 sequential/keras_layer/SelectV2_36/ReadVariableOp" -> "513 sequential/keras_layer/SelectV2_36"; -"511 keras_layer/MobilenetV2/expanded_conv_12/expand/weights_bkup" -> "512 sequential/keras_layer/SelectV2_36/ReadVariableOp_1"; -"511 keras_layer/MobilenetV2/expanded_conv_12/expand/weights_bkup" -> "514 sequential/keras_layer/AssignVariableOp_72"; -"511 keras_layer/MobilenetV2/expanded_conv_12/expand/weights_bkup" -> "515 sequential/keras_layer/ReadVariableOp_73"; -"512 sequential/keras_layer/SelectV2_36/ReadVariableOp_1" -> "513 sequential/keras_layer/SelectV2_36"; -"513 sequential/keras_layer/SelectV2_36" -> "514 sequential/keras_layer/AssignVariableOp_72"; -"515 sequential/keras_layer/ReadVariableOp_73" -> "517 sequential/keras_layer/mul_36"; -"516 sequential/keras_layer/mul_36/ReadVariableOp" -> "517 sequential/keras_layer/mul_36"; -"517 sequential/keras_layer/mul_36" -> "518 sequential/keras_layer/AssignVariableOp_73"; -"519 keras_layer/MobilenetV2/expanded_conv_12/depthwise/depthwise_weights_mask" -> "520 sequential/keras_layer/ReadVariableOp_74"; -"519 keras_layer/MobilenetV2/expanded_conv_12/depthwise/depthwise_weights_mask" -> "530 sequential/keras_layer/mul_37/ReadVariableOp"; -"520 sequential/keras_layer/ReadVariableOp_74" -> "522 sequential/keras_layer/Greater_37"; -"521 sequential/keras_layer/Greater_37/y" -> "522 sequential/keras_layer/Greater_37"; -"522 sequential/keras_layer/Greater_37" -> "527 sequential/keras_layer/SelectV2_37"; -"523 MobilenetV2/expanded_conv_12/depthwise/depthwise_weights" -> "524 sequential/keras_layer/SelectV2_37/ReadVariableOp"; -"523 MobilenetV2/expanded_conv_12/depthwise/depthwise_weights" -> "532 sequential/keras_layer/AssignVariableOp_75"; -"523 MobilenetV2/expanded_conv_12/depthwise/depthwise_weights" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"524 sequential/keras_layer/SelectV2_37/ReadVariableOp" -> "527 sequential/keras_layer/SelectV2_37"; -"525 keras_layer/MobilenetV2/expanded_conv_12/depthwise/depthwise_weights_bkup" -> "526 sequential/keras_layer/SelectV2_37/ReadVariableOp_1"; -"525 keras_layer/MobilenetV2/expanded_conv_12/depthwise/depthwise_weights_bkup" -> "528 sequential/keras_layer/AssignVariableOp_74"; -"525 keras_layer/MobilenetV2/expanded_conv_12/depthwise/depthwise_weights_bkup" -> "529 sequential/keras_layer/ReadVariableOp_75"; -"526 sequential/keras_layer/SelectV2_37/ReadVariableOp_1" -> "527 sequential/keras_layer/SelectV2_37"; -"527 sequential/keras_layer/SelectV2_37" -> "528 sequential/keras_layer/AssignVariableOp_74"; -"529 sequential/keras_layer/ReadVariableOp_75" -> "531 sequential/keras_layer/mul_37"; -"530 sequential/keras_layer/mul_37/ReadVariableOp" -> "531 sequential/keras_layer/mul_37"; -"531 sequential/keras_layer/mul_37" -> "532 sequential/keras_layer/AssignVariableOp_75"; -"533 keras_layer/MobilenetV2/expanded_conv_12/project/weights_mask" -> "534 sequential/keras_layer/ReadVariableOp_76"; -"533 keras_layer/MobilenetV2/expanded_conv_12/project/weights_mask" -> "544 sequential/keras_layer/mul_38/ReadVariableOp"; -"534 sequential/keras_layer/ReadVariableOp_76" -> "536 sequential/keras_layer/Greater_38"; -"535 sequential/keras_layer/Greater_38/y" -> "536 sequential/keras_layer/Greater_38"; -"536 sequential/keras_layer/Greater_38" -> "541 sequential/keras_layer/SelectV2_38"; -"537 MobilenetV2/expanded_conv_12/project/weights" -> "538 sequential/keras_layer/SelectV2_38/ReadVariableOp"; -"537 MobilenetV2/expanded_conv_12/project/weights" -> "546 sequential/keras_layer/AssignVariableOp_77"; -"537 MobilenetV2/expanded_conv_12/project/weights" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"538 sequential/keras_layer/SelectV2_38/ReadVariableOp" -> "541 sequential/keras_layer/SelectV2_38"; -"539 keras_layer/MobilenetV2/expanded_conv_12/project/weights_bkup" -> "540 sequential/keras_layer/SelectV2_38/ReadVariableOp_1"; -"539 keras_layer/MobilenetV2/expanded_conv_12/project/weights_bkup" -> "542 sequential/keras_layer/AssignVariableOp_76"; -"539 keras_layer/MobilenetV2/expanded_conv_12/project/weights_bkup" -> "543 sequential/keras_layer/ReadVariableOp_77"; -"540 sequential/keras_layer/SelectV2_38/ReadVariableOp_1" -> "541 sequential/keras_layer/SelectV2_38"; -"541 sequential/keras_layer/SelectV2_38" -> "542 sequential/keras_layer/AssignVariableOp_76"; -"543 sequential/keras_layer/ReadVariableOp_77" -> "545 sequential/keras_layer/mul_38"; -"544 sequential/keras_layer/mul_38/ReadVariableOp" -> "545 sequential/keras_layer/mul_38"; -"545 sequential/keras_layer/mul_38" -> "546 sequential/keras_layer/AssignVariableOp_77"; -"547 keras_layer/MobilenetV2/expanded_conv_13/expand/weights_mask" -> "548 sequential/keras_layer/ReadVariableOp_78"; -"547 keras_layer/MobilenetV2/expanded_conv_13/expand/weights_mask" -> "558 sequential/keras_layer/mul_39/ReadVariableOp"; -"548 sequential/keras_layer/ReadVariableOp_78" -> "550 sequential/keras_layer/Greater_39"; -"549 sequential/keras_layer/Greater_39/y" -> "550 sequential/keras_layer/Greater_39"; -"550 sequential/keras_layer/Greater_39" -> "555 sequential/keras_layer/SelectV2_39"; -"551 MobilenetV2/expanded_conv_13/expand/weights" -> "552 sequential/keras_layer/SelectV2_39/ReadVariableOp"; -"551 MobilenetV2/expanded_conv_13/expand/weights" -> "560 sequential/keras_layer/AssignVariableOp_79"; -"551 MobilenetV2/expanded_conv_13/expand/weights" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"552 sequential/keras_layer/SelectV2_39/ReadVariableOp" -> "555 sequential/keras_layer/SelectV2_39"; -"553 keras_layer/MobilenetV2/expanded_conv_13/expand/weights_bkup" -> "554 sequential/keras_layer/SelectV2_39/ReadVariableOp_1"; -"553 keras_layer/MobilenetV2/expanded_conv_13/expand/weights_bkup" -> "556 sequential/keras_layer/AssignVariableOp_78"; -"553 keras_layer/MobilenetV2/expanded_conv_13/expand/weights_bkup" -> "557 sequential/keras_layer/ReadVariableOp_79"; -"554 sequential/keras_layer/SelectV2_39/ReadVariableOp_1" -> "555 sequential/keras_layer/SelectV2_39"; -"555 sequential/keras_layer/SelectV2_39" -> "556 sequential/keras_layer/AssignVariableOp_78"; -"557 sequential/keras_layer/ReadVariableOp_79" -> "559 sequential/keras_layer/mul_39"; -"558 sequential/keras_layer/mul_39/ReadVariableOp" -> "559 sequential/keras_layer/mul_39"; -"559 sequential/keras_layer/mul_39" -> "560 sequential/keras_layer/AssignVariableOp_79"; -"561 keras_layer/MobilenetV2/expanded_conv_13/depthwise/depthwise_weights_mask" -> "562 sequential/keras_layer/ReadVariableOp_80"; -"561 keras_layer/MobilenetV2/expanded_conv_13/depthwise/depthwise_weights_mask" -> "572 sequential/keras_layer/mul_40/ReadVariableOp"; -"562 sequential/keras_layer/ReadVariableOp_80" -> "564 sequential/keras_layer/Greater_40"; -"563 sequential/keras_layer/Greater_40/y" -> "564 sequential/keras_layer/Greater_40"; -"564 sequential/keras_layer/Greater_40" -> "569 sequential/keras_layer/SelectV2_40"; -"565 MobilenetV2/expanded_conv_13/depthwise/depthwise_weights" -> "566 sequential/keras_layer/SelectV2_40/ReadVariableOp"; -"565 MobilenetV2/expanded_conv_13/depthwise/depthwise_weights" -> "574 sequential/keras_layer/AssignVariableOp_81"; -"565 MobilenetV2/expanded_conv_13/depthwise/depthwise_weights" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"566 sequential/keras_layer/SelectV2_40/ReadVariableOp" -> "569 sequential/keras_layer/SelectV2_40"; -"567 keras_layer/MobilenetV2/expanded_conv_13/depthwise/depthwise_weights_bkup" -> "568 sequential/keras_layer/SelectV2_40/ReadVariableOp_1"; -"567 keras_layer/MobilenetV2/expanded_conv_13/depthwise/depthwise_weights_bkup" -> "570 sequential/keras_layer/AssignVariableOp_80"; -"567 keras_layer/MobilenetV2/expanded_conv_13/depthwise/depthwise_weights_bkup" -> "571 sequential/keras_layer/ReadVariableOp_81"; -"568 sequential/keras_layer/SelectV2_40/ReadVariableOp_1" -> "569 sequential/keras_layer/SelectV2_40"; -"569 sequential/keras_layer/SelectV2_40" -> "570 sequential/keras_layer/AssignVariableOp_80"; -"571 sequential/keras_layer/ReadVariableOp_81" -> "573 sequential/keras_layer/mul_40"; -"572 sequential/keras_layer/mul_40/ReadVariableOp" -> "573 sequential/keras_layer/mul_40"; -"573 sequential/keras_layer/mul_40" -> "574 sequential/keras_layer/AssignVariableOp_81"; -"575 keras_layer/MobilenetV2/expanded_conv_13/project/weights_mask" -> "576 sequential/keras_layer/ReadVariableOp_82"; -"575 keras_layer/MobilenetV2/expanded_conv_13/project/weights_mask" -> "586 sequential/keras_layer/mul_41/ReadVariableOp"; -"576 sequential/keras_layer/ReadVariableOp_82" -> "578 sequential/keras_layer/Greater_41"; -"577 sequential/keras_layer/Greater_41/y" -> "578 sequential/keras_layer/Greater_41"; -"578 sequential/keras_layer/Greater_41" -> "583 sequential/keras_layer/SelectV2_41"; -"579 MobilenetV2/expanded_conv_13/project/weights" -> "580 sequential/keras_layer/SelectV2_41/ReadVariableOp"; -"579 MobilenetV2/expanded_conv_13/project/weights" -> "588 sequential/keras_layer/AssignVariableOp_83"; -"579 MobilenetV2/expanded_conv_13/project/weights" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"580 sequential/keras_layer/SelectV2_41/ReadVariableOp" -> "583 sequential/keras_layer/SelectV2_41"; -"581 keras_layer/MobilenetV2/expanded_conv_13/project/weights_bkup" -> "582 sequential/keras_layer/SelectV2_41/ReadVariableOp_1"; -"581 keras_layer/MobilenetV2/expanded_conv_13/project/weights_bkup" -> "584 sequential/keras_layer/AssignVariableOp_82"; -"581 keras_layer/MobilenetV2/expanded_conv_13/project/weights_bkup" -> "585 sequential/keras_layer/ReadVariableOp_83"; -"582 sequential/keras_layer/SelectV2_41/ReadVariableOp_1" -> "583 sequential/keras_layer/SelectV2_41"; -"583 sequential/keras_layer/SelectV2_41" -> "584 sequential/keras_layer/AssignVariableOp_82"; -"585 sequential/keras_layer/ReadVariableOp_83" -> "587 sequential/keras_layer/mul_41"; -"586 sequential/keras_layer/mul_41/ReadVariableOp" -> "587 sequential/keras_layer/mul_41"; -"587 sequential/keras_layer/mul_41" -> "588 sequential/keras_layer/AssignVariableOp_83"; -"589 keras_layer/MobilenetV2/expanded_conv_14/expand/weights_mask" -> "590 sequential/keras_layer/ReadVariableOp_84"; -"589 keras_layer/MobilenetV2/expanded_conv_14/expand/weights_mask" -> "600 sequential/keras_layer/mul_42/ReadVariableOp"; -"590 sequential/keras_layer/ReadVariableOp_84" -> "592 sequential/keras_layer/Greater_42"; -"591 sequential/keras_layer/Greater_42/y" -> "592 sequential/keras_layer/Greater_42"; -"592 sequential/keras_layer/Greater_42" -> "597 sequential/keras_layer/SelectV2_42"; -"593 MobilenetV2/expanded_conv_14/expand/weights" -> "594 sequential/keras_layer/SelectV2_42/ReadVariableOp"; -"593 MobilenetV2/expanded_conv_14/expand/weights" -> "602 sequential/keras_layer/AssignVariableOp_85"; -"593 MobilenetV2/expanded_conv_14/expand/weights" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"594 sequential/keras_layer/SelectV2_42/ReadVariableOp" -> "597 sequential/keras_layer/SelectV2_42"; -"595 keras_layer/MobilenetV2/expanded_conv_14/expand/weights_bkup" -> "596 sequential/keras_layer/SelectV2_42/ReadVariableOp_1"; -"595 keras_layer/MobilenetV2/expanded_conv_14/expand/weights_bkup" -> "598 sequential/keras_layer/AssignVariableOp_84"; -"595 keras_layer/MobilenetV2/expanded_conv_14/expand/weights_bkup" -> "599 sequential/keras_layer/ReadVariableOp_85"; -"596 sequential/keras_layer/SelectV2_42/ReadVariableOp_1" -> "597 sequential/keras_layer/SelectV2_42"; -"597 sequential/keras_layer/SelectV2_42" -> "598 sequential/keras_layer/AssignVariableOp_84"; -"599 sequential/keras_layer/ReadVariableOp_85" -> "601 sequential/keras_layer/mul_42"; -"600 sequential/keras_layer/mul_42/ReadVariableOp" -> "601 sequential/keras_layer/mul_42"; -"601 sequential/keras_layer/mul_42" -> "602 sequential/keras_layer/AssignVariableOp_85"; -"603 keras_layer/MobilenetV2/expanded_conv_14/depthwise/depthwise_weights_mask" -> "604 sequential/keras_layer/ReadVariableOp_86"; -"603 keras_layer/MobilenetV2/expanded_conv_14/depthwise/depthwise_weights_mask" -> "614 sequential/keras_layer/mul_43/ReadVariableOp"; -"604 sequential/keras_layer/ReadVariableOp_86" -> "606 sequential/keras_layer/Greater_43"; -"605 sequential/keras_layer/Greater_43/y" -> "606 sequential/keras_layer/Greater_43"; -"606 sequential/keras_layer/Greater_43" -> "611 sequential/keras_layer/SelectV2_43"; -"607 MobilenetV2/expanded_conv_14/depthwise/depthwise_weights" -> "608 sequential/keras_layer/SelectV2_43/ReadVariableOp"; -"607 MobilenetV2/expanded_conv_14/depthwise/depthwise_weights" -> "616 sequential/keras_layer/AssignVariableOp_87"; -"607 MobilenetV2/expanded_conv_14/depthwise/depthwise_weights" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"608 sequential/keras_layer/SelectV2_43/ReadVariableOp" -> "611 sequential/keras_layer/SelectV2_43"; -"609 keras_layer/MobilenetV2/expanded_conv_14/depthwise/depthwise_weights_bkup" -> "610 sequential/keras_layer/SelectV2_43/ReadVariableOp_1"; -"609 keras_layer/MobilenetV2/expanded_conv_14/depthwise/depthwise_weights_bkup" -> "612 sequential/keras_layer/AssignVariableOp_86"; -"609 keras_layer/MobilenetV2/expanded_conv_14/depthwise/depthwise_weights_bkup" -> "613 sequential/keras_layer/ReadVariableOp_87"; -"610 sequential/keras_layer/SelectV2_43/ReadVariableOp_1" -> "611 sequential/keras_layer/SelectV2_43"; -"611 sequential/keras_layer/SelectV2_43" -> "612 sequential/keras_layer/AssignVariableOp_86"; -"613 sequential/keras_layer/ReadVariableOp_87" -> "615 sequential/keras_layer/mul_43"; -"614 sequential/keras_layer/mul_43/ReadVariableOp" -> "615 sequential/keras_layer/mul_43"; -"615 sequential/keras_layer/mul_43" -> "616 sequential/keras_layer/AssignVariableOp_87"; -"617 keras_layer/MobilenetV2/expanded_conv_14/project/weights_mask" -> "618 sequential/keras_layer/ReadVariableOp_88"; -"617 keras_layer/MobilenetV2/expanded_conv_14/project/weights_mask" -> "628 sequential/keras_layer/mul_44/ReadVariableOp"; -"618 sequential/keras_layer/ReadVariableOp_88" -> "620 sequential/keras_layer/Greater_44"; -"619 sequential/keras_layer/Greater_44/y" -> "620 sequential/keras_layer/Greater_44"; -"620 sequential/keras_layer/Greater_44" -> "625 sequential/keras_layer/SelectV2_44"; -"621 MobilenetV2/expanded_conv_14/project/weights" -> "622 sequential/keras_layer/SelectV2_44/ReadVariableOp"; -"621 MobilenetV2/expanded_conv_14/project/weights" -> "630 sequential/keras_layer/AssignVariableOp_89"; -"621 MobilenetV2/expanded_conv_14/project/weights" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"622 sequential/keras_layer/SelectV2_44/ReadVariableOp" -> "625 sequential/keras_layer/SelectV2_44"; -"623 keras_layer/MobilenetV2/expanded_conv_14/project/weights_bkup" -> "624 sequential/keras_layer/SelectV2_44/ReadVariableOp_1"; -"623 keras_layer/MobilenetV2/expanded_conv_14/project/weights_bkup" -> "626 sequential/keras_layer/AssignVariableOp_88"; -"623 keras_layer/MobilenetV2/expanded_conv_14/project/weights_bkup" -> "627 sequential/keras_layer/ReadVariableOp_89"; -"624 sequential/keras_layer/SelectV2_44/ReadVariableOp_1" -> "625 sequential/keras_layer/SelectV2_44"; -"625 sequential/keras_layer/SelectV2_44" -> "626 sequential/keras_layer/AssignVariableOp_88"; -"627 sequential/keras_layer/ReadVariableOp_89" -> "629 sequential/keras_layer/mul_44"; -"628 sequential/keras_layer/mul_44/ReadVariableOp" -> "629 sequential/keras_layer/mul_44"; -"629 sequential/keras_layer/mul_44" -> "630 sequential/keras_layer/AssignVariableOp_89"; -"631 keras_layer/MobilenetV2/expanded_conv_15/expand/weights_mask" -> "632 sequential/keras_layer/ReadVariableOp_90"; -"631 keras_layer/MobilenetV2/expanded_conv_15/expand/weights_mask" -> "642 sequential/keras_layer/mul_45/ReadVariableOp"; -"632 sequential/keras_layer/ReadVariableOp_90" -> "634 sequential/keras_layer/Greater_45"; -"633 sequential/keras_layer/Greater_45/y" -> "634 sequential/keras_layer/Greater_45"; -"634 sequential/keras_layer/Greater_45" -> "639 sequential/keras_layer/SelectV2_45"; -"635 MobilenetV2/expanded_conv_15/expand/weights" -> "636 sequential/keras_layer/SelectV2_45/ReadVariableOp"; -"635 MobilenetV2/expanded_conv_15/expand/weights" -> "644 sequential/keras_layer/AssignVariableOp_91"; -"635 MobilenetV2/expanded_conv_15/expand/weights" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"636 sequential/keras_layer/SelectV2_45/ReadVariableOp" -> "639 sequential/keras_layer/SelectV2_45"; -"637 keras_layer/MobilenetV2/expanded_conv_15/expand/weights_bkup" -> "638 sequential/keras_layer/SelectV2_45/ReadVariableOp_1"; -"637 keras_layer/MobilenetV2/expanded_conv_15/expand/weights_bkup" -> "640 sequential/keras_layer/AssignVariableOp_90"; -"637 keras_layer/MobilenetV2/expanded_conv_15/expand/weights_bkup" -> "641 sequential/keras_layer/ReadVariableOp_91"; -"638 sequential/keras_layer/SelectV2_45/ReadVariableOp_1" -> "639 sequential/keras_layer/SelectV2_45"; -"639 sequential/keras_layer/SelectV2_45" -> "640 sequential/keras_layer/AssignVariableOp_90"; -"641 sequential/keras_layer/ReadVariableOp_91" -> "643 sequential/keras_layer/mul_45"; -"642 sequential/keras_layer/mul_45/ReadVariableOp" -> "643 sequential/keras_layer/mul_45"; -"643 sequential/keras_layer/mul_45" -> "644 sequential/keras_layer/AssignVariableOp_91"; -"645 keras_layer/MobilenetV2/expanded_conv_15/depthwise/depthwise_weights_mask" -> "646 sequential/keras_layer/ReadVariableOp_92"; -"645 keras_layer/MobilenetV2/expanded_conv_15/depthwise/depthwise_weights_mask" -> "656 sequential/keras_layer/mul_46/ReadVariableOp"; -"646 sequential/keras_layer/ReadVariableOp_92" -> "648 sequential/keras_layer/Greater_46"; -"647 sequential/keras_layer/Greater_46/y" -> "648 sequential/keras_layer/Greater_46"; -"648 sequential/keras_layer/Greater_46" 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sequential/keras_layer/SelectV2_47/ReadVariableOp"; -"663 MobilenetV2/expanded_conv_15/project/weights" -> "672 sequential/keras_layer/AssignVariableOp_95"; -"663 MobilenetV2/expanded_conv_15/project/weights" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"664 sequential/keras_layer/SelectV2_47/ReadVariableOp" -> "667 sequential/keras_layer/SelectV2_47"; -"665 keras_layer/MobilenetV2/expanded_conv_15/project/weights_bkup" -> "666 sequential/keras_layer/SelectV2_47/ReadVariableOp_1"; -"665 keras_layer/MobilenetV2/expanded_conv_15/project/weights_bkup" -> "668 sequential/keras_layer/AssignVariableOp_94"; -"665 keras_layer/MobilenetV2/expanded_conv_15/project/weights_bkup" -> "669 sequential/keras_layer/ReadVariableOp_95"; -"666 sequential/keras_layer/SelectV2_47/ReadVariableOp_1" -> "667 sequential/keras_layer/SelectV2_47"; -"667 sequential/keras_layer/SelectV2_47" -> "668 sequential/keras_layer/AssignVariableOp_94"; -"669 sequential/keras_layer/ReadVariableOp_95" -> "671 sequential/keras_layer/mul_47"; -"670 sequential/keras_layer/mul_47/ReadVariableOp" -> "671 sequential/keras_layer/mul_47"; -"671 sequential/keras_layer/mul_47" -> "672 sequential/keras_layer/AssignVariableOp_95"; -"673 keras_layer/MobilenetV2/expanded_conv_16/expand/weights_mask" -> "674 sequential/keras_layer/ReadVariableOp_96"; -"673 keras_layer/MobilenetV2/expanded_conv_16/expand/weights_mask" -> "684 sequential/keras_layer/mul_48/ReadVariableOp"; -"674 sequential/keras_layer/ReadVariableOp_96" -> "676 sequential/keras_layer/Greater_48"; -"675 sequential/keras_layer/Greater_48/y" -> "676 sequential/keras_layer/Greater_48"; -"676 sequential/keras_layer/Greater_48" -> "681 sequential/keras_layer/SelectV2_48"; -"677 MobilenetV2/expanded_conv_16/expand/weights" -> "678 sequential/keras_layer/SelectV2_48/ReadVariableOp"; -"677 MobilenetV2/expanded_conv_16/expand/weights" -> "686 sequential/keras_layer/AssignVariableOp_97"; -"677 MobilenetV2/expanded_conv_16/expand/weights" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"678 sequential/keras_layer/SelectV2_48/ReadVariableOp" -> "681 sequential/keras_layer/SelectV2_48"; -"679 keras_layer/MobilenetV2/expanded_conv_16/expand/weights_bkup" -> "680 sequential/keras_layer/SelectV2_48/ReadVariableOp_1"; -"679 keras_layer/MobilenetV2/expanded_conv_16/expand/weights_bkup" -> "682 sequential/keras_layer/AssignVariableOp_96"; -"679 keras_layer/MobilenetV2/expanded_conv_16/expand/weights_bkup" -> "683 sequential/keras_layer/ReadVariableOp_97"; -"680 sequential/keras_layer/SelectV2_48/ReadVariableOp_1" -> "681 sequential/keras_layer/SelectV2_48"; -"681 sequential/keras_layer/SelectV2_48" -> "682 sequential/keras_layer/AssignVariableOp_96"; -"683 sequential/keras_layer/ReadVariableOp_97" -> "685 sequential/keras_layer/mul_48"; -"684 sequential/keras_layer/mul_48/ReadVariableOp" -> "685 sequential/keras_layer/mul_48"; -"685 sequential/keras_layer/mul_48" -> "686 sequential/keras_layer/AssignVariableOp_97"; -"687 keras_layer/MobilenetV2/expanded_conv_16/depthwise/depthwise_weights_mask" -> "688 sequential/keras_layer/ReadVariableOp_98"; -"687 keras_layer/MobilenetV2/expanded_conv_16/depthwise/depthwise_weights_mask" -> "698 sequential/keras_layer/mul_49/ReadVariableOp"; -"688 sequential/keras_layer/ReadVariableOp_98" -> "690 sequential/keras_layer/Greater_49"; -"689 sequential/keras_layer/Greater_49/y" -> "690 sequential/keras_layer/Greater_49"; -"690 sequential/keras_layer/Greater_49" -> "695 sequential/keras_layer/SelectV2_49"; -"691 MobilenetV2/expanded_conv_16/depthwise/depthwise_weights" -> "692 sequential/keras_layer/SelectV2_49/ReadVariableOp"; -"691 MobilenetV2/expanded_conv_16/depthwise/depthwise_weights" -> "700 sequential/keras_layer/AssignVariableOp_99"; -"691 MobilenetV2/expanded_conv_16/depthwise/depthwise_weights" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"692 sequential/keras_layer/SelectV2_49/ReadVariableOp" -> "695 sequential/keras_layer/SelectV2_49"; -"693 keras_layer/MobilenetV2/expanded_conv_16/depthwise/depthwise_weights_bkup" -> "694 sequential/keras_layer/SelectV2_49/ReadVariableOp_1"; -"693 keras_layer/MobilenetV2/expanded_conv_16/depthwise/depthwise_weights_bkup" -> "696 sequential/keras_layer/AssignVariableOp_98"; -"693 keras_layer/MobilenetV2/expanded_conv_16/depthwise/depthwise_weights_bkup" -> "697 sequential/keras_layer/ReadVariableOp_99"; -"694 sequential/keras_layer/SelectV2_49/ReadVariableOp_1" -> "695 sequential/keras_layer/SelectV2_49"; -"695 sequential/keras_layer/SelectV2_49" -> "696 sequential/keras_layer/AssignVariableOp_98"; -"697 sequential/keras_layer/ReadVariableOp_99" -> "699 sequential/keras_layer/mul_49"; -"698 sequential/keras_layer/mul_49/ReadVariableOp" -> "699 sequential/keras_layer/mul_49"; -"699 sequential/keras_layer/mul_49" -> "700 sequential/keras_layer/AssignVariableOp_99"; -"701 keras_layer/MobilenetV2/expanded_conv_16/project/weights_mask" -> "702 sequential/keras_layer/ReadVariableOp_100"; -"701 keras_layer/MobilenetV2/expanded_conv_16/project/weights_mask" -> "712 sequential/keras_layer/mul_50/ReadVariableOp"; -"702 sequential/keras_layer/ReadVariableOp_100" -> "704 sequential/keras_layer/Greater_50"; -"703 sequential/keras_layer/Greater_50/y" -> "704 sequential/keras_layer/Greater_50"; -"704 sequential/keras_layer/Greater_50" -> "709 sequential/keras_layer/SelectV2_50"; -"705 MobilenetV2/expanded_conv_16/project/weights" -> "706 sequential/keras_layer/SelectV2_50/ReadVariableOp"; -"705 MobilenetV2/expanded_conv_16/project/weights" -> "714 sequential/keras_layer/AssignVariableOp_101"; -"705 MobilenetV2/expanded_conv_16/project/weights" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"706 sequential/keras_layer/SelectV2_50/ReadVariableOp" -> "709 sequential/keras_layer/SelectV2_50"; -"707 keras_layer/MobilenetV2/expanded_conv_16/project/weights_bkup" -> "708 sequential/keras_layer/SelectV2_50/ReadVariableOp_1"; -"707 keras_layer/MobilenetV2/expanded_conv_16/project/weights_bkup" -> "710 sequential/keras_layer/AssignVariableOp_100"; -"707 keras_layer/MobilenetV2/expanded_conv_16/project/weights_bkup" -> "711 sequential/keras_layer/ReadVariableOp_101"; -"708 sequential/keras_layer/SelectV2_50/ReadVariableOp_1" -> "709 sequential/keras_layer/SelectV2_50"; -"709 sequential/keras_layer/SelectV2_50" -> "710 sequential/keras_layer/AssignVariableOp_100"; -"711 sequential/keras_layer/ReadVariableOp_101" -> "713 sequential/keras_layer/mul_50"; -"712 sequential/keras_layer/mul_50/ReadVariableOp" -> "713 sequential/keras_layer/mul_50"; -"713 sequential/keras_layer/mul_50" -> "714 sequential/keras_layer/AssignVariableOp_101"; -"715 keras_layer/MobilenetV2/Conv_1/weights_mask" -> "716 sequential/keras_layer/ReadVariableOp_102"; -"715 keras_layer/MobilenetV2/Conv_1/weights_mask" -> "726 sequential/keras_layer/mul_51/ReadVariableOp"; -"716 sequential/keras_layer/ReadVariableOp_102" -> "718 sequential/keras_layer/Greater_51"; -"717 sequential/keras_layer/Greater_51/y" -> "718 sequential/keras_layer/Greater_51"; -"718 sequential/keras_layer/Greater_51" -> "723 sequential/keras_layer/SelectV2_51"; -"719 MobilenetV2/Conv_1/weights" -> "720 sequential/keras_layer/SelectV2_51/ReadVariableOp"; -"719 MobilenetV2/Conv_1/weights" -> "728 sequential/keras_layer/AssignVariableOp_103"; -"719 MobilenetV2/Conv_1/weights" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"720 sequential/keras_layer/SelectV2_51/ReadVariableOp" -> "723 sequential/keras_layer/SelectV2_51"; -"721 keras_layer/MobilenetV2/Conv_1/weights_bkup" -> "722 sequential/keras_layer/SelectV2_51/ReadVariableOp_1"; -"721 keras_layer/MobilenetV2/Conv_1/weights_bkup" -> "724 sequential/keras_layer/AssignVariableOp_102"; -"721 keras_layer/MobilenetV2/Conv_1/weights_bkup" -> "725 sequential/keras_layer/ReadVariableOp_103"; -"722 sequential/keras_layer/SelectV2_51/ReadVariableOp_1" -> "723 sequential/keras_layer/SelectV2_51"; -"723 sequential/keras_layer/SelectV2_51" -> "724 sequential/keras_layer/AssignVariableOp_102"; -"725 sequential/keras_layer/ReadVariableOp_103" -> "727 sequential/keras_layer/mul_51"; -"726 sequential/keras_layer/mul_51/ReadVariableOp" -> "727 sequential/keras_layer/mul_51"; -"727 sequential/keras_layer/mul_51" -> "728 sequential/keras_layer/AssignVariableOp_103"; -"729 keras_layer/MobilenetV2/Logits/Conv2d_1c_1x1/weights_mask" -> "730 sequential/keras_layer/ReadVariableOp_104"; -"729 keras_layer/MobilenetV2/Logits/Conv2d_1c_1x1/weights_mask" -> "740 sequential/keras_layer/mul_52/ReadVariableOp"; -"730 sequential/keras_layer/ReadVariableOp_104" -> "732 sequential/keras_layer/Greater_52"; -"731 sequential/keras_layer/Greater_52/y" -> "732 sequential/keras_layer/Greater_52"; -"732 sequential/keras_layer/Greater_52" -> "737 sequential/keras_layer/SelectV2_52"; -"733 MobilenetV2/Logits/Conv2d_1c_1x1/weights" -> "734 sequential/keras_layer/SelectV2_52/ReadVariableOp"; -"733 MobilenetV2/Logits/Conv2d_1c_1x1/weights" -> "742 sequential/keras_layer/AssignVariableOp_105"; -"733 MobilenetV2/Logits/Conv2d_1c_1x1/weights" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"734 sequential/keras_layer/SelectV2_52/ReadVariableOp" -> "737 sequential/keras_layer/SelectV2_52"; -"735 keras_layer/MobilenetV2/Logits/Conv2d_1c_1x1/weights_bkup" -> "736 sequential/keras_layer/SelectV2_52/ReadVariableOp_1"; -"735 keras_layer/MobilenetV2/Logits/Conv2d_1c_1x1/weights_bkup" -> "738 sequential/keras_layer/AssignVariableOp_104"; -"735 keras_layer/MobilenetV2/Logits/Conv2d_1c_1x1/weights_bkup" -> "739 sequential/keras_layer/ReadVariableOp_105"; -"736 sequential/keras_layer/SelectV2_52/ReadVariableOp_1" -> "737 sequential/keras_layer/SelectV2_52"; -"737 sequential/keras_layer/SelectV2_52" -> "738 sequential/keras_layer/AssignVariableOp_104"; -"739 sequential/keras_layer/ReadVariableOp_105" -> "741 sequential/keras_layer/mul_52"; -"740 sequential/keras_layer/mul_52/ReadVariableOp" -> "741 sequential/keras_layer/mul_52"; -"741 sequential/keras_layer/mul_52" -> "742 sequential/keras_layer/AssignVariableOp_105"; -"743 MobilenetV2/Conv/BatchNorm/gamma" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"744 MobilenetV2/Conv/BatchNorm/beta" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"745 MobilenetV2/Conv/BatchNorm/moving_mean" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"746 MobilenetV2/Conv/BatchNorm/moving_variance" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"747 MobilenetV2/expanded_conv/depthwise/BatchNorm/gamma" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"748 MobilenetV2/expanded_conv/depthwise/BatchNorm/beta" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"749 MobilenetV2/expanded_conv/depthwise/BatchNorm/moving_mean" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"750 MobilenetV2/expanded_conv/depthwise/BatchNorm/moving_variance" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"751 MobilenetV2/expanded_conv/project/BatchNorm/gamma" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"752 MobilenetV2/expanded_conv/project/BatchNorm/beta" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"753 MobilenetV2/expanded_conv/project/BatchNorm/moving_mean" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"754 MobilenetV2/expanded_conv/project/BatchNorm/moving_variance" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"755 MobilenetV2/expanded_conv_1/expand/BatchNorm/gamma" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"756 MobilenetV2/expanded_conv_1/expand/BatchNorm/beta" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"757 MobilenetV2/expanded_conv_1/expand/BatchNorm/moving_mean" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"758 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MobilenetV2/expanded_conv_9/expand/BatchNorm/moving_variance" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"855 MobilenetV2/expanded_conv_9/depthwise/BatchNorm/gamma" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"856 MobilenetV2/expanded_conv_9/depthwise/BatchNorm/beta" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"857 MobilenetV2/expanded_conv_9/depthwise/BatchNorm/moving_mean" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"858 MobilenetV2/expanded_conv_9/depthwise/BatchNorm/moving_variance" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"859 MobilenetV2/expanded_conv_9/project/BatchNorm/gamma" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"860 MobilenetV2/expanded_conv_9/project/BatchNorm/beta" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"861 MobilenetV2/expanded_conv_9/project/BatchNorm/moving_mean" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"862 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MobilenetV2/expanded_conv_11/project/BatchNorm/moving_variance" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"887 MobilenetV2/expanded_conv_12/expand/BatchNorm/gamma" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"888 MobilenetV2/expanded_conv_12/expand/BatchNorm/beta" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"889 MobilenetV2/expanded_conv_12/expand/BatchNorm/moving_mean" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"890 MobilenetV2/expanded_conv_12/expand/BatchNorm/moving_variance" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"891 MobilenetV2/expanded_conv_12/depthwise/BatchNorm/gamma" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"892 MobilenetV2/expanded_conv_12/depthwise/BatchNorm/beta" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"893 MobilenetV2/expanded_conv_12/depthwise/BatchNorm/moving_mean" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"894 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MobilenetV2/expanded_conv_15/expand/BatchNorm/moving_variance" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"927 MobilenetV2/expanded_conv_15/depthwise/BatchNorm/gamma" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"928 MobilenetV2/expanded_conv_15/depthwise/BatchNorm/beta" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"929 MobilenetV2/expanded_conv_15/depthwise/BatchNorm/moving_mean" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"930 MobilenetV2/expanded_conv_15/depthwise/BatchNorm/moving_variance" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"931 MobilenetV2/expanded_conv_15/project/BatchNorm/gamma" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"932 MobilenetV2/expanded_conv_15/project/BatchNorm/beta" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"933 MobilenetV2/expanded_conv_15/project/BatchNorm/moving_mean" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"934 MobilenetV2/expanded_conv_15/project/BatchNorm/moving_variance" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"935 MobilenetV2/expanded_conv_16/expand/BatchNorm/gamma" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"936 MobilenetV2/expanded_conv_16/expand/BatchNorm/beta" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"937 MobilenetV2/expanded_conv_16/expand/BatchNorm/moving_mean" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"938 MobilenetV2/expanded_conv_16/expand/BatchNorm/moving_variance" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"939 MobilenetV2/expanded_conv_16/depthwise/BatchNorm/gamma" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"940 MobilenetV2/expanded_conv_16/depthwise/BatchNorm/beta" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"941 MobilenetV2/expanded_conv_16/depthwise/BatchNorm/moving_mean" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"942 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sequential/keras_layer/StatefulPartitionedCall"; -"951 MobilenetV2/Logits/Conv2d_1c_1x1/biases" -> "952 sequential/keras_layer/StatefulPartitionedCall"; -"952 sequential/keras_layer/StatefulPartitionedCall" -> "953 sequential/activation/Softmax"; -"953 sequential/activation/Softmax" -> "954 Identity"; -} diff --git a/tests/tensorflow/data/reference_graphs/2.8/sparsity/magnitude_sparsity/mobilenet_v3_large.pb b/tests/tensorflow/data/reference_graphs/2.8/sparsity/magnitude_sparsity/mobilenet_v3_large.pb deleted file mode 100644 index e611806ee11..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.8/sparsity/magnitude_sparsity/mobilenet_v3_large.pb +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:ec748a3e8af0f3ce1765201a35c6dc46d6d03189d0a7cb5973c127496cacef0c -size 275693 diff --git a/tests/tensorflow/data/reference_graphs/2.8/sparsity/magnitude_sparsity/mobilenet_v3_small.pb 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densenet121/conv2_block4_1_conv/mul" -> "155 densenet121/conv2_block4_1_conv/Conv2D"; -"155 densenet121/conv2_block4_1_conv/Conv2D" -> "164 densenet121/conv2_block4_1_bn/FusedBatchNormV3"; -"156 densenet121/conv2_block4_1_bn/ReadVariableOp/resource" -> "157 densenet121/conv2_block4_1_bn/ReadVariableOp"; -"157 densenet121/conv2_block4_1_bn/ReadVariableOp" -> "164 densenet121/conv2_block4_1_bn/FusedBatchNormV3"; -"158 densenet121/conv2_block4_1_bn/ReadVariableOp_1/resource" -> "159 densenet121/conv2_block4_1_bn/ReadVariableOp_1"; -"159 densenet121/conv2_block4_1_bn/ReadVariableOp_1" -> "164 densenet121/conv2_block4_1_bn/FusedBatchNormV3"; -"160 densenet121/conv2_block4_1_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "161 densenet121/conv2_block4_1_bn/FusedBatchNormV3/ReadVariableOp"; -"161 densenet121/conv2_block4_1_bn/FusedBatchNormV3/ReadVariableOp" -> "164 densenet121/conv2_block4_1_bn/FusedBatchNormV3"; -"162 densenet121/conv2_block4_1_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "163 densenet121/conv2_block4_1_bn/FusedBatchNormV3/ReadVariableOp_1"; -"163 densenet121/conv2_block4_1_bn/FusedBatchNormV3/ReadVariableOp_1" -> "164 densenet121/conv2_block4_1_bn/FusedBatchNormV3"; -"164 densenet121/conv2_block4_1_bn/FusedBatchNormV3" -> "165 densenet121/conv2_block4_1_relu/Relu"; -"165 densenet121/conv2_block4_1_relu/Relu" -> "173 densenet121/conv2_block4_2_conv/Conv2D"; -"166 densenet121/conv2_block4_2_conv/Sigmoid/ReadVariableOp/resource" -> "167 densenet121/conv2_block4_2_conv/Sigmoid/ReadVariableOp"; -"167 densenet121/conv2_block4_2_conv/Sigmoid/ReadVariableOp" -> "168 densenet121/conv2_block4_2_conv/Sigmoid"; -"168 densenet121/conv2_block4_2_conv/Sigmoid" -> "169 densenet121/conv2_block4_2_conv/Round"; -"169 densenet121/conv2_block4_2_conv/Round" -> "172 densenet121/conv2_block4_2_conv/mul"; -"170 densenet121/conv2_block4_2_conv/ReadVariableOp/resource" -> "171 densenet121/conv2_block4_2_conv/ReadVariableOp"; -"171 densenet121/conv2_block4_2_conv/ReadVariableOp" -> "172 densenet121/conv2_block4_2_conv/mul"; -"172 densenet121/conv2_block4_2_conv/mul" -> "173 densenet121/conv2_block4_2_conv/Conv2D"; -"173 densenet121/conv2_block4_2_conv/Conv2D" -> "175 densenet121/conv2_block4_concat/concat"; -"174 densenet121/conv2_block4_concat/concat/axis" -> "175 densenet121/conv2_block4_concat/concat"; -"175 densenet121/conv2_block4_concat/concat" -> "184 densenet121/conv2_block5_0_bn/FusedBatchNormV3"; -"175 densenet121/conv2_block4_concat/concat" -> "213 densenet121/conv2_block5_concat/concat"; -"176 densenet121/conv2_block5_0_bn/ReadVariableOp/resource" -> "177 densenet121/conv2_block5_0_bn/ReadVariableOp"; -"177 densenet121/conv2_block5_0_bn/ReadVariableOp" -> "184 densenet121/conv2_block5_0_bn/FusedBatchNormV3"; -"178 densenet121/conv2_block5_0_bn/ReadVariableOp_1/resource" -> "179 densenet121/conv2_block5_0_bn/ReadVariableOp_1"; -"179 densenet121/conv2_block5_0_bn/ReadVariableOp_1" -> "184 densenet121/conv2_block5_0_bn/FusedBatchNormV3"; -"180 densenet121/conv2_block5_0_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "181 densenet121/conv2_block5_0_bn/FusedBatchNormV3/ReadVariableOp"; -"181 densenet121/conv2_block5_0_bn/FusedBatchNormV3/ReadVariableOp" -> "184 densenet121/conv2_block5_0_bn/FusedBatchNormV3"; -"182 densenet121/conv2_block5_0_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "183 densenet121/conv2_block5_0_bn/FusedBatchNormV3/ReadVariableOp_1"; -"183 densenet121/conv2_block5_0_bn/FusedBatchNormV3/ReadVariableOp_1" -> "184 densenet121/conv2_block5_0_bn/FusedBatchNormV3"; -"184 densenet121/conv2_block5_0_bn/FusedBatchNormV3" -> "185 densenet121/conv2_block5_0_relu/Relu"; -"185 densenet121/conv2_block5_0_relu/Relu" -> "193 densenet121/conv2_block5_1_conv/Conv2D"; -"186 densenet121/conv2_block5_1_conv/Sigmoid/ReadVariableOp/resource" -> "187 densenet121/conv2_block5_1_conv/Sigmoid/ReadVariableOp"; -"187 densenet121/conv2_block5_1_conv/Sigmoid/ReadVariableOp" -> "188 densenet121/conv2_block5_1_conv/Sigmoid"; -"188 densenet121/conv2_block5_1_conv/Sigmoid" -> "189 densenet121/conv2_block5_1_conv/Round"; -"189 densenet121/conv2_block5_1_conv/Round" -> "192 densenet121/conv2_block5_1_conv/mul"; -"190 densenet121/conv2_block5_1_conv/ReadVariableOp/resource" -> "191 densenet121/conv2_block5_1_conv/ReadVariableOp"; -"191 densenet121/conv2_block5_1_conv/ReadVariableOp" -> "192 densenet121/conv2_block5_1_conv/mul"; -"192 densenet121/conv2_block5_1_conv/mul" -> "193 densenet121/conv2_block5_1_conv/Conv2D"; -"193 densenet121/conv2_block5_1_conv/Conv2D" -> "202 densenet121/conv2_block5_1_bn/FusedBatchNormV3"; -"194 densenet121/conv2_block5_1_bn/ReadVariableOp/resource" -> "195 densenet121/conv2_block5_1_bn/ReadVariableOp"; -"195 densenet121/conv2_block5_1_bn/ReadVariableOp" -> "202 densenet121/conv2_block5_1_bn/FusedBatchNormV3"; -"196 densenet121/conv2_block5_1_bn/ReadVariableOp_1/resource" -> "197 densenet121/conv2_block5_1_bn/ReadVariableOp_1"; -"197 densenet121/conv2_block5_1_bn/ReadVariableOp_1" -> "202 densenet121/conv2_block5_1_bn/FusedBatchNormV3"; -"198 densenet121/conv2_block5_1_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "199 densenet121/conv2_block5_1_bn/FusedBatchNormV3/ReadVariableOp"; -"199 densenet121/conv2_block5_1_bn/FusedBatchNormV3/ReadVariableOp" -> "202 densenet121/conv2_block5_1_bn/FusedBatchNormV3"; -"200 densenet121/conv2_block5_1_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "201 densenet121/conv2_block5_1_bn/FusedBatchNormV3/ReadVariableOp_1"; -"201 densenet121/conv2_block5_1_bn/FusedBatchNormV3/ReadVariableOp_1" -> "202 densenet121/conv2_block5_1_bn/FusedBatchNormV3"; -"202 densenet121/conv2_block5_1_bn/FusedBatchNormV3" -> "203 densenet121/conv2_block5_1_relu/Relu"; -"203 densenet121/conv2_block5_1_relu/Relu" -> "211 densenet121/conv2_block5_2_conv/Conv2D"; -"204 densenet121/conv2_block5_2_conv/Sigmoid/ReadVariableOp/resource" -> "205 densenet121/conv2_block5_2_conv/Sigmoid/ReadVariableOp"; -"205 densenet121/conv2_block5_2_conv/Sigmoid/ReadVariableOp" -> "206 densenet121/conv2_block5_2_conv/Sigmoid"; -"206 densenet121/conv2_block5_2_conv/Sigmoid" -> "207 densenet121/conv2_block5_2_conv/Round"; -"207 densenet121/conv2_block5_2_conv/Round" -> "210 densenet121/conv2_block5_2_conv/mul"; -"208 densenet121/conv2_block5_2_conv/ReadVariableOp/resource" -> "209 densenet121/conv2_block5_2_conv/ReadVariableOp"; -"209 densenet121/conv2_block5_2_conv/ReadVariableOp" -> "210 densenet121/conv2_block5_2_conv/mul"; -"210 densenet121/conv2_block5_2_conv/mul" -> "211 densenet121/conv2_block5_2_conv/Conv2D"; -"211 densenet121/conv2_block5_2_conv/Conv2D" -> "213 densenet121/conv2_block5_concat/concat"; -"212 densenet121/conv2_block5_concat/concat/axis" -> "213 densenet121/conv2_block5_concat/concat"; -"213 densenet121/conv2_block5_concat/concat" -> "222 densenet121/conv2_block6_0_bn/FusedBatchNormV3"; -"213 densenet121/conv2_block5_concat/concat" -> "251 densenet121/conv2_block6_concat/concat"; -"214 densenet121/conv2_block6_0_bn/ReadVariableOp/resource" -> "215 densenet121/conv2_block6_0_bn/ReadVariableOp"; -"215 densenet121/conv2_block6_0_bn/ReadVariableOp" -> "222 densenet121/conv2_block6_0_bn/FusedBatchNormV3"; -"216 densenet121/conv2_block6_0_bn/ReadVariableOp_1/resource" -> "217 densenet121/conv2_block6_0_bn/ReadVariableOp_1"; -"217 densenet121/conv2_block6_0_bn/ReadVariableOp_1" -> "222 densenet121/conv2_block6_0_bn/FusedBatchNormV3"; -"218 densenet121/conv2_block6_0_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "219 densenet121/conv2_block6_0_bn/FusedBatchNormV3/ReadVariableOp"; -"219 densenet121/conv2_block6_0_bn/FusedBatchNormV3/ReadVariableOp" -> "222 densenet121/conv2_block6_0_bn/FusedBatchNormV3"; -"220 densenet121/conv2_block6_0_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "221 densenet121/conv2_block6_0_bn/FusedBatchNormV3/ReadVariableOp_1"; -"221 densenet121/conv2_block6_0_bn/FusedBatchNormV3/ReadVariableOp_1" -> "222 densenet121/conv2_block6_0_bn/FusedBatchNormV3"; -"222 densenet121/conv2_block6_0_bn/FusedBatchNormV3" -> "223 densenet121/conv2_block6_0_relu/Relu"; -"223 densenet121/conv2_block6_0_relu/Relu" -> "231 densenet121/conv2_block6_1_conv/Conv2D"; -"224 densenet121/conv2_block6_1_conv/Sigmoid/ReadVariableOp/resource" -> "225 densenet121/conv2_block6_1_conv/Sigmoid/ReadVariableOp"; -"225 densenet121/conv2_block6_1_conv/Sigmoid/ReadVariableOp" -> "226 densenet121/conv2_block6_1_conv/Sigmoid"; -"226 densenet121/conv2_block6_1_conv/Sigmoid" -> "227 densenet121/conv2_block6_1_conv/Round"; -"227 densenet121/conv2_block6_1_conv/Round" -> "230 densenet121/conv2_block6_1_conv/mul"; -"228 densenet121/conv2_block6_1_conv/ReadVariableOp/resource" -> "229 densenet121/conv2_block6_1_conv/ReadVariableOp"; -"229 densenet121/conv2_block6_1_conv/ReadVariableOp" -> "230 densenet121/conv2_block6_1_conv/mul"; -"230 densenet121/conv2_block6_1_conv/mul" -> "231 densenet121/conv2_block6_1_conv/Conv2D"; -"231 densenet121/conv2_block6_1_conv/Conv2D" -> "240 densenet121/conv2_block6_1_bn/FusedBatchNormV3"; -"232 densenet121/conv2_block6_1_bn/ReadVariableOp/resource" -> "233 densenet121/conv2_block6_1_bn/ReadVariableOp"; -"233 densenet121/conv2_block6_1_bn/ReadVariableOp" -> "240 densenet121/conv2_block6_1_bn/FusedBatchNormV3"; -"234 densenet121/conv2_block6_1_bn/ReadVariableOp_1/resource" -> "235 densenet121/conv2_block6_1_bn/ReadVariableOp_1"; -"235 densenet121/conv2_block6_1_bn/ReadVariableOp_1" -> "240 densenet121/conv2_block6_1_bn/FusedBatchNormV3"; -"236 densenet121/conv2_block6_1_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "237 densenet121/conv2_block6_1_bn/FusedBatchNormV3/ReadVariableOp"; -"237 densenet121/conv2_block6_1_bn/FusedBatchNormV3/ReadVariableOp" -> "240 densenet121/conv2_block6_1_bn/FusedBatchNormV3"; -"238 densenet121/conv2_block6_1_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "239 densenet121/conv2_block6_1_bn/FusedBatchNormV3/ReadVariableOp_1"; -"239 densenet121/conv2_block6_1_bn/FusedBatchNormV3/ReadVariableOp_1" -> "240 densenet121/conv2_block6_1_bn/FusedBatchNormV3"; -"240 densenet121/conv2_block6_1_bn/FusedBatchNormV3" -> "241 densenet121/conv2_block6_1_relu/Relu"; -"241 densenet121/conv2_block6_1_relu/Relu" -> "249 densenet121/conv2_block6_2_conv/Conv2D"; -"242 densenet121/conv2_block6_2_conv/Sigmoid/ReadVariableOp/resource" -> "243 densenet121/conv2_block6_2_conv/Sigmoid/ReadVariableOp"; -"243 densenet121/conv2_block6_2_conv/Sigmoid/ReadVariableOp" -> "244 densenet121/conv2_block6_2_conv/Sigmoid"; -"244 densenet121/conv2_block6_2_conv/Sigmoid" -> "245 densenet121/conv2_block6_2_conv/Round"; -"245 densenet121/conv2_block6_2_conv/Round" -> "248 densenet121/conv2_block6_2_conv/mul"; -"246 densenet121/conv2_block6_2_conv/ReadVariableOp/resource" -> "247 densenet121/conv2_block6_2_conv/ReadVariableOp"; -"247 densenet121/conv2_block6_2_conv/ReadVariableOp" -> "248 densenet121/conv2_block6_2_conv/mul"; -"248 densenet121/conv2_block6_2_conv/mul" -> "249 densenet121/conv2_block6_2_conv/Conv2D"; -"249 densenet121/conv2_block6_2_conv/Conv2D" -> "251 densenet121/conv2_block6_concat/concat"; -"250 densenet121/conv2_block6_concat/concat/axis" -> "251 densenet121/conv2_block6_concat/concat"; -"251 densenet121/conv2_block6_concat/concat" -> "260 densenet121/pool2_bn/FusedBatchNormV3"; -"252 densenet121/pool2_bn/ReadVariableOp/resource" -> "253 densenet121/pool2_bn/ReadVariableOp"; -"253 densenet121/pool2_bn/ReadVariableOp" -> "260 densenet121/pool2_bn/FusedBatchNormV3"; -"254 densenet121/pool2_bn/ReadVariableOp_1/resource" -> "255 densenet121/pool2_bn/ReadVariableOp_1"; -"255 densenet121/pool2_bn/ReadVariableOp_1" -> "260 densenet121/pool2_bn/FusedBatchNormV3"; -"256 densenet121/pool2_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "257 densenet121/pool2_bn/FusedBatchNormV3/ReadVariableOp"; -"257 densenet121/pool2_bn/FusedBatchNormV3/ReadVariableOp" -> "260 densenet121/pool2_bn/FusedBatchNormV3"; -"258 densenet121/pool2_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "259 densenet121/pool2_bn/FusedBatchNormV3/ReadVariableOp_1"; -"259 densenet121/pool2_bn/FusedBatchNormV3/ReadVariableOp_1" -> "260 densenet121/pool2_bn/FusedBatchNormV3"; -"260 densenet121/pool2_bn/FusedBatchNormV3" -> "261 densenet121/pool2_relu/Relu"; -"261 densenet121/pool2_relu/Relu" -> "269 densenet121/pool2_conv/Conv2D"; -"262 densenet121/pool2_conv/Sigmoid/ReadVariableOp/resource" -> "263 densenet121/pool2_conv/Sigmoid/ReadVariableOp"; -"263 densenet121/pool2_conv/Sigmoid/ReadVariableOp" -> "264 densenet121/pool2_conv/Sigmoid"; -"264 densenet121/pool2_conv/Sigmoid" -> "265 densenet121/pool2_conv/Round"; -"265 densenet121/pool2_conv/Round" -> "268 densenet121/pool2_conv/mul"; -"266 densenet121/pool2_conv/ReadVariableOp/resource" -> "267 densenet121/pool2_conv/ReadVariableOp"; -"267 densenet121/pool2_conv/ReadVariableOp" -> "268 densenet121/pool2_conv/mul"; -"268 densenet121/pool2_conv/mul" -> "269 densenet121/pool2_conv/Conv2D"; -"269 densenet121/pool2_conv/Conv2D" -> "270 densenet121/pool2_pool/AvgPool"; -"270 densenet121/pool2_pool/AvgPool" -> "279 densenet121/conv3_block1_0_bn/FusedBatchNormV3"; -"270 densenet121/pool2_pool/AvgPool" -> "308 densenet121/conv3_block1_concat/concat"; -"271 densenet121/conv3_block1_0_bn/ReadVariableOp/resource" -> "272 densenet121/conv3_block1_0_bn/ReadVariableOp"; -"272 densenet121/conv3_block1_0_bn/ReadVariableOp" -> "279 densenet121/conv3_block1_0_bn/FusedBatchNormV3"; -"273 densenet121/conv3_block1_0_bn/ReadVariableOp_1/resource" -> "274 densenet121/conv3_block1_0_bn/ReadVariableOp_1"; -"274 densenet121/conv3_block1_0_bn/ReadVariableOp_1" -> "279 densenet121/conv3_block1_0_bn/FusedBatchNormV3"; -"275 densenet121/conv3_block1_0_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "276 densenet121/conv3_block1_0_bn/FusedBatchNormV3/ReadVariableOp"; -"276 densenet121/conv3_block1_0_bn/FusedBatchNormV3/ReadVariableOp" -> "279 densenet121/conv3_block1_0_bn/FusedBatchNormV3"; -"277 densenet121/conv3_block1_0_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "278 densenet121/conv3_block1_0_bn/FusedBatchNormV3/ReadVariableOp_1"; -"278 densenet121/conv3_block1_0_bn/FusedBatchNormV3/ReadVariableOp_1" -> "279 densenet121/conv3_block1_0_bn/FusedBatchNormV3"; -"279 densenet121/conv3_block1_0_bn/FusedBatchNormV3" -> "280 densenet121/conv3_block1_0_relu/Relu"; -"280 densenet121/conv3_block1_0_relu/Relu" -> "288 densenet121/conv3_block1_1_conv/Conv2D"; -"281 densenet121/conv3_block1_1_conv/Sigmoid/ReadVariableOp/resource" -> "282 densenet121/conv3_block1_1_conv/Sigmoid/ReadVariableOp"; -"282 densenet121/conv3_block1_1_conv/Sigmoid/ReadVariableOp" -> "283 densenet121/conv3_block1_1_conv/Sigmoid"; -"283 densenet121/conv3_block1_1_conv/Sigmoid" -> "284 densenet121/conv3_block1_1_conv/Round"; -"284 densenet121/conv3_block1_1_conv/Round" -> "287 densenet121/conv3_block1_1_conv/mul"; -"285 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densenet121/conv4_block1_1_conv/Round"; -"759 densenet121/conv4_block1_1_conv/Round" -> "762 densenet121/conv4_block1_1_conv/mul"; -"760 densenet121/conv4_block1_1_conv/ReadVariableOp/resource" -> "761 densenet121/conv4_block1_1_conv/ReadVariableOp"; -"761 densenet121/conv4_block1_1_conv/ReadVariableOp" -> "762 densenet121/conv4_block1_1_conv/mul"; -"762 densenet121/conv4_block1_1_conv/mul" -> "763 densenet121/conv4_block1_1_conv/Conv2D"; -"763 densenet121/conv4_block1_1_conv/Conv2D" -> "772 densenet121/conv4_block1_1_bn/FusedBatchNormV3"; -"764 densenet121/conv4_block1_1_bn/ReadVariableOp/resource" -> "765 densenet121/conv4_block1_1_bn/ReadVariableOp"; -"765 densenet121/conv4_block1_1_bn/ReadVariableOp" -> "772 densenet121/conv4_block1_1_bn/FusedBatchNormV3"; -"766 densenet121/conv4_block1_1_bn/ReadVariableOp_1/resource" -> "767 densenet121/conv4_block1_1_bn/ReadVariableOp_1"; -"767 densenet121/conv4_block1_1_bn/ReadVariableOp_1" -> "772 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densenet121/conv5_block5_2_conv/Sigmoid/ReadVariableOp" -> "1859 densenet121/conv5_block5_2_conv/Sigmoid"; -"1859 densenet121/conv5_block5_2_conv/Sigmoid" -> "1860 densenet121/conv5_block5_2_conv/Round"; -"1860 densenet121/conv5_block5_2_conv/Round" -> "1863 densenet121/conv5_block5_2_conv/mul"; -"1861 densenet121/conv5_block5_2_conv/ReadVariableOp/resource" -> "1862 densenet121/conv5_block5_2_conv/ReadVariableOp"; -"1862 densenet121/conv5_block5_2_conv/ReadVariableOp" -> "1863 densenet121/conv5_block5_2_conv/mul"; -"1863 densenet121/conv5_block5_2_conv/mul" -> "1864 densenet121/conv5_block5_2_conv/Conv2D"; -"1864 densenet121/conv5_block5_2_conv/Conv2D" -> "1866 densenet121/conv5_block5_concat/concat"; -"1865 densenet121/conv5_block5_concat/concat/axis" -> "1866 densenet121/conv5_block5_concat/concat"; -"1866 densenet121/conv5_block5_concat/concat" -> "1875 densenet121/conv5_block6_0_bn/FusedBatchNormV3"; -"1866 densenet121/conv5_block5_concat/concat" -> "1904 densenet121/conv5_block6_concat/concat"; -"1867 densenet121/conv5_block6_0_bn/ReadVariableOp/resource" -> "1868 densenet121/conv5_block6_0_bn/ReadVariableOp"; -"1868 densenet121/conv5_block6_0_bn/ReadVariableOp" -> "1875 densenet121/conv5_block6_0_bn/FusedBatchNormV3"; -"1869 densenet121/conv5_block6_0_bn/ReadVariableOp_1/resource" -> "1870 densenet121/conv5_block6_0_bn/ReadVariableOp_1"; -"1870 densenet121/conv5_block6_0_bn/ReadVariableOp_1" -> "1875 densenet121/conv5_block6_0_bn/FusedBatchNormV3"; -"1871 densenet121/conv5_block6_0_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "1872 densenet121/conv5_block6_0_bn/FusedBatchNormV3/ReadVariableOp"; -"1872 densenet121/conv5_block6_0_bn/FusedBatchNormV3/ReadVariableOp" -> "1875 densenet121/conv5_block6_0_bn/FusedBatchNormV3"; -"1873 densenet121/conv5_block6_0_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1874 densenet121/conv5_block6_0_bn/FusedBatchNormV3/ReadVariableOp_1"; -"1874 densenet121/conv5_block6_0_bn/FusedBatchNormV3/ReadVariableOp_1" -> "1875 densenet121/conv5_block6_0_bn/FusedBatchNormV3"; -"1875 densenet121/conv5_block6_0_bn/FusedBatchNormV3" -> "1876 densenet121/conv5_block6_0_relu/Relu"; -"1876 densenet121/conv5_block6_0_relu/Relu" -> "1884 densenet121/conv5_block6_1_conv/Conv2D"; -"1877 densenet121/conv5_block6_1_conv/Sigmoid/ReadVariableOp/resource" -> "1878 densenet121/conv5_block6_1_conv/Sigmoid/ReadVariableOp"; -"1878 densenet121/conv5_block6_1_conv/Sigmoid/ReadVariableOp" -> "1879 densenet121/conv5_block6_1_conv/Sigmoid"; -"1879 densenet121/conv5_block6_1_conv/Sigmoid" -> "1880 densenet121/conv5_block6_1_conv/Round"; -"1880 densenet121/conv5_block6_1_conv/Round" -> "1883 densenet121/conv5_block6_1_conv/mul"; -"1881 densenet121/conv5_block6_1_conv/ReadVariableOp/resource" -> "1882 densenet121/conv5_block6_1_conv/ReadVariableOp"; -"1882 densenet121/conv5_block6_1_conv/ReadVariableOp" -> "1883 densenet121/conv5_block6_1_conv/mul"; -"1883 densenet121/conv5_block6_1_conv/mul" -> "1884 densenet121/conv5_block6_1_conv/Conv2D"; -"1884 densenet121/conv5_block6_1_conv/Conv2D" -> "1893 densenet121/conv5_block6_1_bn/FusedBatchNormV3"; -"1885 densenet121/conv5_block6_1_bn/ReadVariableOp/resource" -> "1886 densenet121/conv5_block6_1_bn/ReadVariableOp"; -"1886 densenet121/conv5_block6_1_bn/ReadVariableOp" -> "1893 densenet121/conv5_block6_1_bn/FusedBatchNormV3"; -"1887 densenet121/conv5_block6_1_bn/ReadVariableOp_1/resource" -> "1888 densenet121/conv5_block6_1_bn/ReadVariableOp_1"; -"1888 densenet121/conv5_block6_1_bn/ReadVariableOp_1" -> "1893 densenet121/conv5_block6_1_bn/FusedBatchNormV3"; -"1889 densenet121/conv5_block6_1_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "1890 densenet121/conv5_block6_1_bn/FusedBatchNormV3/ReadVariableOp"; -"1890 densenet121/conv5_block6_1_bn/FusedBatchNormV3/ReadVariableOp" -> "1893 densenet121/conv5_block6_1_bn/FusedBatchNormV3"; -"1891 densenet121/conv5_block6_1_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1892 densenet121/conv5_block6_1_bn/FusedBatchNormV3/ReadVariableOp_1"; -"1892 densenet121/conv5_block6_1_bn/FusedBatchNormV3/ReadVariableOp_1" -> "1893 densenet121/conv5_block6_1_bn/FusedBatchNormV3"; -"1893 densenet121/conv5_block6_1_bn/FusedBatchNormV3" -> "1894 densenet121/conv5_block6_1_relu/Relu"; -"1894 densenet121/conv5_block6_1_relu/Relu" -> "1902 densenet121/conv5_block6_2_conv/Conv2D"; -"1895 densenet121/conv5_block6_2_conv/Sigmoid/ReadVariableOp/resource" -> "1896 densenet121/conv5_block6_2_conv/Sigmoid/ReadVariableOp"; -"1896 densenet121/conv5_block6_2_conv/Sigmoid/ReadVariableOp" -> "1897 densenet121/conv5_block6_2_conv/Sigmoid"; -"1897 densenet121/conv5_block6_2_conv/Sigmoid" -> "1898 densenet121/conv5_block6_2_conv/Round"; -"1898 densenet121/conv5_block6_2_conv/Round" -> "1901 densenet121/conv5_block6_2_conv/mul"; -"1899 densenet121/conv5_block6_2_conv/ReadVariableOp/resource" -> "1900 densenet121/conv5_block6_2_conv/ReadVariableOp"; -"1900 densenet121/conv5_block6_2_conv/ReadVariableOp" -> "1901 densenet121/conv5_block6_2_conv/mul"; -"1901 densenet121/conv5_block6_2_conv/mul" -> "1902 densenet121/conv5_block6_2_conv/Conv2D"; -"1902 densenet121/conv5_block6_2_conv/Conv2D" -> "1904 densenet121/conv5_block6_concat/concat"; -"1903 densenet121/conv5_block6_concat/concat/axis" -> "1904 densenet121/conv5_block6_concat/concat"; -"1904 densenet121/conv5_block6_concat/concat" -> "1913 densenet121/conv5_block7_0_bn/FusedBatchNormV3"; -"1904 densenet121/conv5_block6_concat/concat" -> "1942 densenet121/conv5_block7_concat/concat"; -"1905 densenet121/conv5_block7_0_bn/ReadVariableOp/resource" -> "1906 densenet121/conv5_block7_0_bn/ReadVariableOp"; -"1906 densenet121/conv5_block7_0_bn/ReadVariableOp" -> "1913 densenet121/conv5_block7_0_bn/FusedBatchNormV3"; -"1907 densenet121/conv5_block7_0_bn/ReadVariableOp_1/resource" -> "1908 densenet121/conv5_block7_0_bn/ReadVariableOp_1"; -"1908 densenet121/conv5_block7_0_bn/ReadVariableOp_1" -> "1913 densenet121/conv5_block7_0_bn/FusedBatchNormV3"; -"1909 densenet121/conv5_block7_0_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "1910 densenet121/conv5_block7_0_bn/FusedBatchNormV3/ReadVariableOp"; -"1910 densenet121/conv5_block7_0_bn/FusedBatchNormV3/ReadVariableOp" -> "1913 densenet121/conv5_block7_0_bn/FusedBatchNormV3"; -"1911 densenet121/conv5_block7_0_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1912 densenet121/conv5_block7_0_bn/FusedBatchNormV3/ReadVariableOp_1"; -"1912 densenet121/conv5_block7_0_bn/FusedBatchNormV3/ReadVariableOp_1" -> "1913 densenet121/conv5_block7_0_bn/FusedBatchNormV3"; -"1913 densenet121/conv5_block7_0_bn/FusedBatchNormV3" -> "1914 densenet121/conv5_block7_0_relu/Relu"; -"1914 densenet121/conv5_block7_0_relu/Relu" -> "1922 densenet121/conv5_block7_1_conv/Conv2D"; -"1915 densenet121/conv5_block7_1_conv/Sigmoid/ReadVariableOp/resource" -> "1916 densenet121/conv5_block7_1_conv/Sigmoid/ReadVariableOp"; -"1916 densenet121/conv5_block7_1_conv/Sigmoid/ReadVariableOp" -> "1917 densenet121/conv5_block7_1_conv/Sigmoid"; -"1917 densenet121/conv5_block7_1_conv/Sigmoid" -> "1918 densenet121/conv5_block7_1_conv/Round"; -"1918 densenet121/conv5_block7_1_conv/Round" -> "1921 densenet121/conv5_block7_1_conv/mul"; -"1919 densenet121/conv5_block7_1_conv/ReadVariableOp/resource" -> "1920 densenet121/conv5_block7_1_conv/ReadVariableOp"; -"1920 densenet121/conv5_block7_1_conv/ReadVariableOp" -> "1921 densenet121/conv5_block7_1_conv/mul"; -"1921 densenet121/conv5_block7_1_conv/mul" -> "1922 densenet121/conv5_block7_1_conv/Conv2D"; -"1922 densenet121/conv5_block7_1_conv/Conv2D" -> "1931 densenet121/conv5_block7_1_bn/FusedBatchNormV3"; -"1923 densenet121/conv5_block7_1_bn/ReadVariableOp/resource" -> "1924 densenet121/conv5_block7_1_bn/ReadVariableOp"; -"1924 densenet121/conv5_block7_1_bn/ReadVariableOp" -> "1931 densenet121/conv5_block7_1_bn/FusedBatchNormV3"; -"1925 densenet121/conv5_block7_1_bn/ReadVariableOp_1/resource" -> "1926 densenet121/conv5_block7_1_bn/ReadVariableOp_1"; -"1926 densenet121/conv5_block7_1_bn/ReadVariableOp_1" -> "1931 densenet121/conv5_block7_1_bn/FusedBatchNormV3"; -"1927 densenet121/conv5_block7_1_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "1928 densenet121/conv5_block7_1_bn/FusedBatchNormV3/ReadVariableOp"; -"1928 densenet121/conv5_block7_1_bn/FusedBatchNormV3/ReadVariableOp" -> "1931 densenet121/conv5_block7_1_bn/FusedBatchNormV3"; -"1929 densenet121/conv5_block7_1_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1930 densenet121/conv5_block7_1_bn/FusedBatchNormV3/ReadVariableOp_1"; -"1930 densenet121/conv5_block7_1_bn/FusedBatchNormV3/ReadVariableOp_1" -> "1931 densenet121/conv5_block7_1_bn/FusedBatchNormV3"; -"1931 densenet121/conv5_block7_1_bn/FusedBatchNormV3" -> "1932 densenet121/conv5_block7_1_relu/Relu"; -"1932 densenet121/conv5_block7_1_relu/Relu" -> "1940 densenet121/conv5_block7_2_conv/Conv2D"; -"1933 densenet121/conv5_block7_2_conv/Sigmoid/ReadVariableOp/resource" -> "1934 densenet121/conv5_block7_2_conv/Sigmoid/ReadVariableOp"; -"1934 densenet121/conv5_block7_2_conv/Sigmoid/ReadVariableOp" -> "1935 densenet121/conv5_block7_2_conv/Sigmoid"; -"1935 densenet121/conv5_block7_2_conv/Sigmoid" -> "1936 densenet121/conv5_block7_2_conv/Round"; -"1936 densenet121/conv5_block7_2_conv/Round" -> "1939 densenet121/conv5_block7_2_conv/mul"; -"1937 densenet121/conv5_block7_2_conv/ReadVariableOp/resource" -> "1938 densenet121/conv5_block7_2_conv/ReadVariableOp"; -"1938 densenet121/conv5_block7_2_conv/ReadVariableOp" -> "1939 densenet121/conv5_block7_2_conv/mul"; -"1939 densenet121/conv5_block7_2_conv/mul" -> "1940 densenet121/conv5_block7_2_conv/Conv2D"; -"1940 densenet121/conv5_block7_2_conv/Conv2D" -> "1942 densenet121/conv5_block7_concat/concat"; -"1941 densenet121/conv5_block7_concat/concat/axis" -> "1942 densenet121/conv5_block7_concat/concat"; -"1942 densenet121/conv5_block7_concat/concat" -> "1951 densenet121/conv5_block8_0_bn/FusedBatchNormV3"; -"1942 densenet121/conv5_block7_concat/concat" -> "1980 densenet121/conv5_block8_concat/concat"; -"1943 densenet121/conv5_block8_0_bn/ReadVariableOp/resource" -> "1944 densenet121/conv5_block8_0_bn/ReadVariableOp"; -"1944 densenet121/conv5_block8_0_bn/ReadVariableOp" -> "1951 densenet121/conv5_block8_0_bn/FusedBatchNormV3"; -"1945 densenet121/conv5_block8_0_bn/ReadVariableOp_1/resource" -> "1946 densenet121/conv5_block8_0_bn/ReadVariableOp_1"; -"1946 densenet121/conv5_block8_0_bn/ReadVariableOp_1" -> "1951 densenet121/conv5_block8_0_bn/FusedBatchNormV3"; -"1947 densenet121/conv5_block8_0_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "1948 densenet121/conv5_block8_0_bn/FusedBatchNormV3/ReadVariableOp"; -"1948 densenet121/conv5_block8_0_bn/FusedBatchNormV3/ReadVariableOp" -> "1951 densenet121/conv5_block8_0_bn/FusedBatchNormV3"; -"1949 densenet121/conv5_block8_0_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1950 densenet121/conv5_block8_0_bn/FusedBatchNormV3/ReadVariableOp_1"; -"1950 densenet121/conv5_block8_0_bn/FusedBatchNormV3/ReadVariableOp_1" -> "1951 densenet121/conv5_block8_0_bn/FusedBatchNormV3"; -"1951 densenet121/conv5_block8_0_bn/FusedBatchNormV3" -> "1952 densenet121/conv5_block8_0_relu/Relu"; -"1952 densenet121/conv5_block8_0_relu/Relu" -> "1960 densenet121/conv5_block8_1_conv/Conv2D"; -"1953 densenet121/conv5_block8_1_conv/Sigmoid/ReadVariableOp/resource" -> "1954 densenet121/conv5_block8_1_conv/Sigmoid/ReadVariableOp"; -"1954 densenet121/conv5_block8_1_conv/Sigmoid/ReadVariableOp" -> "1955 densenet121/conv5_block8_1_conv/Sigmoid"; -"1955 densenet121/conv5_block8_1_conv/Sigmoid" -> "1956 densenet121/conv5_block8_1_conv/Round"; -"1956 densenet121/conv5_block8_1_conv/Round" -> "1959 densenet121/conv5_block8_1_conv/mul"; -"1957 densenet121/conv5_block8_1_conv/ReadVariableOp/resource" -> "1958 densenet121/conv5_block8_1_conv/ReadVariableOp"; -"1958 densenet121/conv5_block8_1_conv/ReadVariableOp" -> "1959 densenet121/conv5_block8_1_conv/mul"; -"1959 densenet121/conv5_block8_1_conv/mul" -> "1960 densenet121/conv5_block8_1_conv/Conv2D"; -"1960 densenet121/conv5_block8_1_conv/Conv2D" -> "1969 densenet121/conv5_block8_1_bn/FusedBatchNormV3"; -"1961 densenet121/conv5_block8_1_bn/ReadVariableOp/resource" -> "1962 densenet121/conv5_block8_1_bn/ReadVariableOp"; -"1962 densenet121/conv5_block8_1_bn/ReadVariableOp" -> "1969 densenet121/conv5_block8_1_bn/FusedBatchNormV3"; -"1963 densenet121/conv5_block8_1_bn/ReadVariableOp_1/resource" -> "1964 densenet121/conv5_block8_1_bn/ReadVariableOp_1"; -"1964 densenet121/conv5_block8_1_bn/ReadVariableOp_1" -> "1969 densenet121/conv5_block8_1_bn/FusedBatchNormV3"; -"1965 densenet121/conv5_block8_1_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "1966 densenet121/conv5_block8_1_bn/FusedBatchNormV3/ReadVariableOp"; -"1966 densenet121/conv5_block8_1_bn/FusedBatchNormV3/ReadVariableOp" -> "1969 densenet121/conv5_block8_1_bn/FusedBatchNormV3"; -"1967 densenet121/conv5_block8_1_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1968 densenet121/conv5_block8_1_bn/FusedBatchNormV3/ReadVariableOp_1"; -"1968 densenet121/conv5_block8_1_bn/FusedBatchNormV3/ReadVariableOp_1" -> "1969 densenet121/conv5_block8_1_bn/FusedBatchNormV3"; -"1969 densenet121/conv5_block8_1_bn/FusedBatchNormV3" -> "1970 densenet121/conv5_block8_1_relu/Relu"; -"1970 densenet121/conv5_block8_1_relu/Relu" -> "1978 densenet121/conv5_block8_2_conv/Conv2D"; -"1971 densenet121/conv5_block8_2_conv/Sigmoid/ReadVariableOp/resource" -> "1972 densenet121/conv5_block8_2_conv/Sigmoid/ReadVariableOp"; -"1972 densenet121/conv5_block8_2_conv/Sigmoid/ReadVariableOp" -> "1973 densenet121/conv5_block8_2_conv/Sigmoid"; -"1973 densenet121/conv5_block8_2_conv/Sigmoid" -> "1974 densenet121/conv5_block8_2_conv/Round"; -"1974 densenet121/conv5_block8_2_conv/Round" -> "1977 densenet121/conv5_block8_2_conv/mul"; -"1975 densenet121/conv5_block8_2_conv/ReadVariableOp/resource" -> "1976 densenet121/conv5_block8_2_conv/ReadVariableOp"; -"1976 densenet121/conv5_block8_2_conv/ReadVariableOp" -> "1977 densenet121/conv5_block8_2_conv/mul"; -"1977 densenet121/conv5_block8_2_conv/mul" -> "1978 densenet121/conv5_block8_2_conv/Conv2D"; -"1978 densenet121/conv5_block8_2_conv/Conv2D" -> "1980 densenet121/conv5_block8_concat/concat"; -"1979 densenet121/conv5_block8_concat/concat/axis" -> "1980 densenet121/conv5_block8_concat/concat"; -"1980 densenet121/conv5_block8_concat/concat" -> "1989 densenet121/conv5_block9_0_bn/FusedBatchNormV3"; -"1980 densenet121/conv5_block8_concat/concat" -> "2018 densenet121/conv5_block9_concat/concat"; -"1981 densenet121/conv5_block9_0_bn/ReadVariableOp/resource" -> "1982 densenet121/conv5_block9_0_bn/ReadVariableOp"; -"1982 densenet121/conv5_block9_0_bn/ReadVariableOp" -> "1989 densenet121/conv5_block9_0_bn/FusedBatchNormV3"; 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inception_resnet_v2/custom_scale_layer_39/add"; -"4141 inception_resnet_v2/custom_scale_layer_39/add" -> "4149 inception_resnet_v2/conv_7b/Conv2D"; -"4142 inception_resnet_v2/conv_7b/Sigmoid/ReadVariableOp/resource" -> "4143 inception_resnet_v2/conv_7b/Sigmoid/ReadVariableOp"; -"4143 inception_resnet_v2/conv_7b/Sigmoid/ReadVariableOp" -> "4144 inception_resnet_v2/conv_7b/Sigmoid"; -"4144 inception_resnet_v2/conv_7b/Sigmoid" -> "4145 inception_resnet_v2/conv_7b/Round"; -"4145 inception_resnet_v2/conv_7b/Round" -> "4148 inception_resnet_v2/conv_7b/mul"; -"4146 inception_resnet_v2/conv_7b/ReadVariableOp/resource" -> "4147 inception_resnet_v2/conv_7b/ReadVariableOp"; -"4147 inception_resnet_v2/conv_7b/ReadVariableOp" -> "4148 inception_resnet_v2/conv_7b/mul"; -"4148 inception_resnet_v2/conv_7b/mul" -> "4149 inception_resnet_v2/conv_7b/Conv2D"; -"4149 inception_resnet_v2/conv_7b/Conv2D" -> "4157 inception_resnet_v2/conv_7b_bn/FusedBatchNormV3"; -"4150 inception_resnet_v2/conv_7b_bn/scale" 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inception_resnet_v2/conv_7b_ac/Relu" -> "4160 inception_resnet_v2/avg_pool/Mean"; -"4159 inception_resnet_v2/avg_pool/Mean/reduction_indices" -> "4160 inception_resnet_v2/avg_pool/Mean"; -"4160 inception_resnet_v2/avg_pool/Mean" -> "4168 inception_resnet_v2/predictions/MatMul"; -"4161 inception_resnet_v2/predictions/Sigmoid/ReadVariableOp/resource" -> "4162 inception_resnet_v2/predictions/Sigmoid/ReadVariableOp"; -"4162 inception_resnet_v2/predictions/Sigmoid/ReadVariableOp" -> "4163 inception_resnet_v2/predictions/Sigmoid"; -"4163 inception_resnet_v2/predictions/Sigmoid" -> "4164 inception_resnet_v2/predictions/Round"; -"4164 inception_resnet_v2/predictions/Round" -> "4167 inception_resnet_v2/predictions/mul"; -"4165 inception_resnet_v2/predictions/ReadVariableOp/resource" -> "4166 inception_resnet_v2/predictions/ReadVariableOp"; -"4166 inception_resnet_v2/predictions/ReadVariableOp" -> "4167 inception_resnet_v2/predictions/mul"; -"4167 inception_resnet_v2/predictions/mul" -> "4168 inception_resnet_v2/predictions/MatMul"; -"4168 inception_resnet_v2/predictions/MatMul" -> "4171 inception_resnet_v2/predictions/BiasAdd"; -"4169 inception_resnet_v2/predictions/BiasAdd/ReadVariableOp/resource" -> "4170 inception_resnet_v2/predictions/BiasAdd/ReadVariableOp"; -"4170 inception_resnet_v2/predictions/BiasAdd/ReadVariableOp" -> "4171 inception_resnet_v2/predictions/BiasAdd"; -"4171 inception_resnet_v2/predictions/BiasAdd" -> "4172 inception_resnet_v2/predictions/Softmax"; -"4172 inception_resnet_v2/predictions/Softmax" -> "4173 Identity"; -} diff --git a/tests/tensorflow/data/reference_graphs/2.8/sparsity/rb_sparsity/inception_v3.dot b/tests/tensorflow/data/reference_graphs/2.8/sparsity/rb_sparsity/inception_v3.dot deleted file mode 100644 index 0eefffe1d81..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.8/sparsity/rb_sparsity/inception_v3.dot +++ /dev/null @@ -1,3350 +0,0 @@ -strict digraph { -"0 args_0" [id=0, op=Placeholder]; -"1 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inception_v3/conv2d_8/Sigmoid"; -"90 inception_v3/conv2d_8/Sigmoid" -> "91 inception_v3/conv2d_8/Round"; -"91 inception_v3/conv2d_8/Round" -> "94 inception_v3/conv2d_8/mul"; -"92 inception_v3/conv2d_8/ReadVariableOp/resource" -> "93 inception_v3/conv2d_8/ReadVariableOp"; -"93 inception_v3/conv2d_8/ReadVariableOp" -> "94 inception_v3/conv2d_8/mul"; -"94 inception_v3/conv2d_8/mul" -> "95 inception_v3/conv2d_8/Conv2D"; -"95 inception_v3/conv2d_8/Conv2D" -> "103 inception_v3/batch_normalization_8/FusedBatchNormV3"; -"96 inception_v3/batch_normalization_8/scale" -> "103 inception_v3/batch_normalization_8/FusedBatchNormV3"; -"97 inception_v3/batch_normalization_8/ReadVariableOp/resource" -> "98 inception_v3/batch_normalization_8/ReadVariableOp"; -"98 inception_v3/batch_normalization_8/ReadVariableOp" -> "103 inception_v3/batch_normalization_8/FusedBatchNormV3"; -"99 inception_v3/batch_normalization_8/FusedBatchNormV3/ReadVariableOp/resource" -> "100 inception_v3/batch_normalization_8/FusedBatchNormV3/ReadVariableOp"; -"100 inception_v3/batch_normalization_8/FusedBatchNormV3/ReadVariableOp" -> "103 inception_v3/batch_normalization_8/FusedBatchNormV3"; -"101 inception_v3/batch_normalization_8/FusedBatchNormV3/ReadVariableOp_1/resource" -> "102 inception_v3/batch_normalization_8/FusedBatchNormV3/ReadVariableOp_1"; -"102 inception_v3/batch_normalization_8/FusedBatchNormV3/ReadVariableOp_1" -> "103 inception_v3/batch_normalization_8/FusedBatchNormV3"; -"103 inception_v3/batch_normalization_8/FusedBatchNormV3" -> "104 inception_v3/activation_8/Relu"; -"104 inception_v3/activation_8/Relu" -> "112 inception_v3/conv2d_9/Conv2D"; -"105 inception_v3/conv2d_9/Sigmoid/ReadVariableOp/resource" -> "106 inception_v3/conv2d_9/Sigmoid/ReadVariableOp"; -"106 inception_v3/conv2d_9/Sigmoid/ReadVariableOp" -> "107 inception_v3/conv2d_9/Sigmoid"; -"107 inception_v3/conv2d_9/Sigmoid" -> "108 inception_v3/conv2d_9/Round"; -"108 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inception_v3/conv2d_16/Conv2D"; -"234 inception_v3/conv2d_16/Conv2D" -> "250 inception_v3/batch_normalization_16/FusedBatchNormV3"; -"235 inception_v3/conv2d_13/Sigmoid/ReadVariableOp/resource" -> "236 inception_v3/conv2d_13/Sigmoid/ReadVariableOp"; -"236 inception_v3/conv2d_13/Sigmoid/ReadVariableOp" -> "237 inception_v3/conv2d_13/Sigmoid"; -"237 inception_v3/conv2d_13/Sigmoid" -> "238 inception_v3/conv2d_13/Round"; -"238 inception_v3/conv2d_13/Round" -> "241 inception_v3/conv2d_13/mul"; -"239 inception_v3/conv2d_13/ReadVariableOp/resource" -> "240 inception_v3/conv2d_13/ReadVariableOp"; -"240 inception_v3/conv2d_13/ReadVariableOp" -> "241 inception_v3/conv2d_13/mul"; -"241 inception_v3/conv2d_13/mul" -> "242 inception_v3/conv2d_13/Conv2D"; -"242 inception_v3/conv2d_13/Conv2D" -> "258 inception_v3/batch_normalization_13/FusedBatchNormV3"; -"243 inception_v3/batch_normalization_16/scale" -> "250 inception_v3/batch_normalization_16/FusedBatchNormV3"; -"244 inception_v3/batch_normalization_16/ReadVariableOp/resource" -> "245 inception_v3/batch_normalization_16/ReadVariableOp"; -"245 inception_v3/batch_normalization_16/ReadVariableOp" -> "250 inception_v3/batch_normalization_16/FusedBatchNormV3"; -"246 inception_v3/batch_normalization_16/FusedBatchNormV3/ReadVariableOp/resource" -> "247 inception_v3/batch_normalization_16/FusedBatchNormV3/ReadVariableOp"; -"247 inception_v3/batch_normalization_16/FusedBatchNormV3/ReadVariableOp" -> "250 inception_v3/batch_normalization_16/FusedBatchNormV3"; -"248 inception_v3/batch_normalization_16/FusedBatchNormV3/ReadVariableOp_1/resource" -> "249 inception_v3/batch_normalization_16/FusedBatchNormV3/ReadVariableOp_1"; -"249 inception_v3/batch_normalization_16/FusedBatchNormV3/ReadVariableOp_1" -> "250 inception_v3/batch_normalization_16/FusedBatchNormV3"; -"250 inception_v3/batch_normalization_16/FusedBatchNormV3" -> "260 inception_v3/activation_16/Relu"; -"251 inception_v3/batch_normalization_13/scale" -> "258 inception_v3/batch_normalization_13/FusedBatchNormV3"; -"252 inception_v3/batch_normalization_13/ReadVariableOp/resource" -> "253 inception_v3/batch_normalization_13/ReadVariableOp"; -"253 inception_v3/batch_normalization_13/ReadVariableOp" -> "258 inception_v3/batch_normalization_13/FusedBatchNormV3"; -"254 inception_v3/batch_normalization_13/FusedBatchNormV3/ReadVariableOp/resource" -> "255 inception_v3/batch_normalization_13/FusedBatchNormV3/ReadVariableOp"; -"255 inception_v3/batch_normalization_13/FusedBatchNormV3/ReadVariableOp" -> "258 inception_v3/batch_normalization_13/FusedBatchNormV3"; -"256 inception_v3/batch_normalization_13/FusedBatchNormV3/ReadVariableOp_1/resource" -> "257 inception_v3/batch_normalization_13/FusedBatchNormV3/ReadVariableOp_1"; -"257 inception_v3/batch_normalization_13/FusedBatchNormV3/ReadVariableOp_1" -> "258 inception_v3/batch_normalization_13/FusedBatchNormV3"; -"258 inception_v3/batch_normalization_13/FusedBatchNormV3" -> "261 inception_v3/activation_13/Relu"; -"259 inception_v3/average_pooling2d_1/AvgPool" -> "269 inception_v3/conv2d_18/Conv2D"; -"260 inception_v3/activation_16/Relu" -> "277 inception_v3/conv2d_17/Conv2D"; -"261 inception_v3/activation_13/Relu" -> "285 inception_v3/conv2d_14/Conv2D"; -"262 inception_v3/conv2d_18/Sigmoid/ReadVariableOp/resource" -> "263 inception_v3/conv2d_18/Sigmoid/ReadVariableOp"; -"263 inception_v3/conv2d_18/Sigmoid/ReadVariableOp" -> "264 inception_v3/conv2d_18/Sigmoid"; -"264 inception_v3/conv2d_18/Sigmoid" -> "265 inception_v3/conv2d_18/Round"; -"265 inception_v3/conv2d_18/Round" -> "268 inception_v3/conv2d_18/mul"; -"266 inception_v3/conv2d_18/ReadVariableOp/resource" -> "267 inception_v3/conv2d_18/ReadVariableOp"; -"267 inception_v3/conv2d_18/ReadVariableOp" -> "268 inception_v3/conv2d_18/mul"; -"268 inception_v3/conv2d_18/mul" -> "269 inception_v3/conv2d_18/Conv2D"; -"269 inception_v3/conv2d_18/Conv2D" -> "301 inception_v3/batch_normalization_18/FusedBatchNormV3"; 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inception_v3/conv2d_14/Round"; -"281 inception_v3/conv2d_14/Round" -> "284 inception_v3/conv2d_14/mul"; -"282 inception_v3/conv2d_14/ReadVariableOp/resource" -> "283 inception_v3/conv2d_14/ReadVariableOp"; -"283 inception_v3/conv2d_14/ReadVariableOp" -> "284 inception_v3/conv2d_14/mul"; -"284 inception_v3/conv2d_14/mul" -> "285 inception_v3/conv2d_14/Conv2D"; -"285 inception_v3/conv2d_14/Conv2D" -> "317 inception_v3/batch_normalization_14/FusedBatchNormV3"; -"286 inception_v3/conv2d_12/Sigmoid/ReadVariableOp/resource" -> "287 inception_v3/conv2d_12/Sigmoid/ReadVariableOp"; -"287 inception_v3/conv2d_12/Sigmoid/ReadVariableOp" -> "288 inception_v3/conv2d_12/Sigmoid"; -"288 inception_v3/conv2d_12/Sigmoid" -> "289 inception_v3/conv2d_12/Round"; -"289 inception_v3/conv2d_12/Round" -> "292 inception_v3/conv2d_12/mul"; -"290 inception_v3/conv2d_12/ReadVariableOp/resource" -> "291 inception_v3/conv2d_12/ReadVariableOp"; -"291 inception_v3/conv2d_12/ReadVariableOp" -> "292 inception_v3/conv2d_12/mul"; -"292 inception_v3/conv2d_12/mul" -> "293 inception_v3/conv2d_12/Conv2D"; -"293 inception_v3/conv2d_12/Conv2D" -> "325 inception_v3/batch_normalization_12/FusedBatchNormV3"; -"294 inception_v3/batch_normalization_18/scale" -> "301 inception_v3/batch_normalization_18/FusedBatchNormV3"; -"295 inception_v3/batch_normalization_18/ReadVariableOp/resource" -> "296 inception_v3/batch_normalization_18/ReadVariableOp"; -"296 inception_v3/batch_normalization_18/ReadVariableOp" -> "301 inception_v3/batch_normalization_18/FusedBatchNormV3"; -"297 inception_v3/batch_normalization_18/FusedBatchNormV3/ReadVariableOp/resource" -> "298 inception_v3/batch_normalization_18/FusedBatchNormV3/ReadVariableOp"; -"298 inception_v3/batch_normalization_18/FusedBatchNormV3/ReadVariableOp" -> "301 inception_v3/batch_normalization_18/FusedBatchNormV3"; -"299 inception_v3/batch_normalization_18/FusedBatchNormV3/ReadVariableOp_1/resource" -> "300 inception_v3/batch_normalization_18/FusedBatchNormV3/ReadVariableOp_1"; -"300 inception_v3/batch_normalization_18/FusedBatchNormV3/ReadVariableOp_1" -> "301 inception_v3/batch_normalization_18/FusedBatchNormV3"; -"301 inception_v3/batch_normalization_18/FusedBatchNormV3" -> "329 inception_v3/activation_18/Relu"; -"302 inception_v3/batch_normalization_17/scale" -> "309 inception_v3/batch_normalization_17/FusedBatchNormV3"; -"303 inception_v3/batch_normalization_17/ReadVariableOp/resource" -> "304 inception_v3/batch_normalization_17/ReadVariableOp"; -"304 inception_v3/batch_normalization_17/ReadVariableOp" -> "309 inception_v3/batch_normalization_17/FusedBatchNormV3"; -"305 inception_v3/batch_normalization_17/FusedBatchNormV3/ReadVariableOp/resource" -> "306 inception_v3/batch_normalization_17/FusedBatchNormV3/ReadVariableOp"; -"306 inception_v3/batch_normalization_17/FusedBatchNormV3/ReadVariableOp" -> "309 inception_v3/batch_normalization_17/FusedBatchNormV3"; -"307 inception_v3/batch_normalization_17/FusedBatchNormV3/ReadVariableOp_1/resource" -> "308 inception_v3/batch_normalization_17/FusedBatchNormV3/ReadVariableOp_1"; -"308 inception_v3/batch_normalization_17/FusedBatchNormV3/ReadVariableOp_1" -> "309 inception_v3/batch_normalization_17/FusedBatchNormV3"; -"309 inception_v3/batch_normalization_17/FusedBatchNormV3" -> "328 inception_v3/activation_17/Relu"; -"310 inception_v3/batch_normalization_14/scale" -> "317 inception_v3/batch_normalization_14/FusedBatchNormV3"; -"311 inception_v3/batch_normalization_14/ReadVariableOp/resource" -> "312 inception_v3/batch_normalization_14/ReadVariableOp"; -"312 inception_v3/batch_normalization_14/ReadVariableOp" -> "317 inception_v3/batch_normalization_14/FusedBatchNormV3"; -"313 inception_v3/batch_normalization_14/FusedBatchNormV3/ReadVariableOp/resource" -> "314 inception_v3/batch_normalization_14/FusedBatchNormV3/ReadVariableOp"; -"314 inception_v3/batch_normalization_14/FusedBatchNormV3/ReadVariableOp" -> "317 inception_v3/batch_normalization_14/FusedBatchNormV3"; -"315 inception_v3/batch_normalization_14/FusedBatchNormV3/ReadVariableOp_1/resource" -> "316 inception_v3/batch_normalization_14/FusedBatchNormV3/ReadVariableOp_1"; -"316 inception_v3/batch_normalization_14/FusedBatchNormV3/ReadVariableOp_1" -> "317 inception_v3/batch_normalization_14/FusedBatchNormV3"; -"317 inception_v3/batch_normalization_14/FusedBatchNormV3" -> "327 inception_v3/activation_14/Relu"; -"318 inception_v3/batch_normalization_12/scale" -> "325 inception_v3/batch_normalization_12/FusedBatchNormV3"; -"319 inception_v3/batch_normalization_12/ReadVariableOp/resource" -> "320 inception_v3/batch_normalization_12/ReadVariableOp"; -"320 inception_v3/batch_normalization_12/ReadVariableOp" -> "325 inception_v3/batch_normalization_12/FusedBatchNormV3"; -"321 inception_v3/batch_normalization_12/FusedBatchNormV3/ReadVariableOp/resource" -> "322 inception_v3/batch_normalization_12/FusedBatchNormV3/ReadVariableOp"; -"322 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inception_v3/mixed1/concat" -> "364 inception_v3/conv2d_20/Conv2D"; -"331 inception_v3/mixed1/concat" -> "381 inception_v3/average_pooling2d_2/AvgPool"; -"331 inception_v3/mixed1/concat" -> "415 inception_v3/conv2d_19/Conv2D"; -"332 inception_v3/conv2d_22/Sigmoid/ReadVariableOp/resource" -> "333 inception_v3/conv2d_22/Sigmoid/ReadVariableOp"; -"333 inception_v3/conv2d_22/Sigmoid/ReadVariableOp" -> "334 inception_v3/conv2d_22/Sigmoid"; -"334 inception_v3/conv2d_22/Sigmoid" -> "335 inception_v3/conv2d_22/Round"; -"335 inception_v3/conv2d_22/Round" -> "338 inception_v3/conv2d_22/mul"; -"336 inception_v3/conv2d_22/ReadVariableOp/resource" -> "337 inception_v3/conv2d_22/ReadVariableOp"; -"337 inception_v3/conv2d_22/ReadVariableOp" -> "338 inception_v3/conv2d_22/mul"; -"338 inception_v3/conv2d_22/mul" -> "339 inception_v3/conv2d_22/Conv2D"; -"339 inception_v3/conv2d_22/Conv2D" -> "347 inception_v3/batch_normalization_22/FusedBatchNormV3"; -"340 inception_v3/batch_normalization_22/scale" -> 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inception_v3/activation_22/Relu"; -"348 inception_v3/activation_22/Relu" -> "356 inception_v3/conv2d_23/Conv2D"; -"349 inception_v3/conv2d_23/Sigmoid/ReadVariableOp/resource" -> "350 inception_v3/conv2d_23/Sigmoid/ReadVariableOp"; -"350 inception_v3/conv2d_23/Sigmoid/ReadVariableOp" -> "351 inception_v3/conv2d_23/Sigmoid"; -"351 inception_v3/conv2d_23/Sigmoid" -> "352 inception_v3/conv2d_23/Round"; -"352 inception_v3/conv2d_23/Round" -> "355 inception_v3/conv2d_23/mul"; -"353 inception_v3/conv2d_23/ReadVariableOp/resource" -> "354 inception_v3/conv2d_23/ReadVariableOp"; -"354 inception_v3/conv2d_23/ReadVariableOp" -> "355 inception_v3/conv2d_23/mul"; -"355 inception_v3/conv2d_23/mul" -> "356 inception_v3/conv2d_23/Conv2D"; -"356 inception_v3/conv2d_23/Conv2D" -> "372 inception_v3/batch_normalization_23/FusedBatchNormV3"; -"357 inception_v3/conv2d_20/Sigmoid/ReadVariableOp/resource" -> "358 inception_v3/conv2d_20/Sigmoid/ReadVariableOp"; -"358 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inception_v3/batch_normalization_92/ReadVariableOp/resource" -> "1576 inception_v3/batch_normalization_92/ReadVariableOp"; -"1576 inception_v3/batch_normalization_92/ReadVariableOp" -> "1581 inception_v3/batch_normalization_92/FusedBatchNormV3"; -"1577 inception_v3/batch_normalization_92/FusedBatchNormV3/ReadVariableOp/resource" -> "1578 inception_v3/batch_normalization_92/FusedBatchNormV3/ReadVariableOp"; -"1578 inception_v3/batch_normalization_92/FusedBatchNormV3/ReadVariableOp" -> "1581 inception_v3/batch_normalization_92/FusedBatchNormV3"; -"1579 inception_v3/batch_normalization_92/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1580 inception_v3/batch_normalization_92/FusedBatchNormV3/ReadVariableOp_1"; -"1580 inception_v3/batch_normalization_92/FusedBatchNormV3/ReadVariableOp_1" -> "1581 inception_v3/batch_normalization_92/FusedBatchNormV3"; -"1581 inception_v3/batch_normalization_92/FusedBatchNormV3" -> "1623 inception_v3/activation_92/Relu"; -"1582 inception_v3/batch_normalization_91/scale" -> "1589 inception_v3/batch_normalization_91/FusedBatchNormV3"; -"1583 inception_v3/batch_normalization_91/ReadVariableOp/resource" -> "1584 inception_v3/batch_normalization_91/ReadVariableOp"; -"1584 inception_v3/batch_normalization_91/ReadVariableOp" -> "1589 inception_v3/batch_normalization_91/FusedBatchNormV3"; -"1585 inception_v3/batch_normalization_91/FusedBatchNormV3/ReadVariableOp/resource" -> "1586 inception_v3/batch_normalization_91/FusedBatchNormV3/ReadVariableOp"; -"1586 inception_v3/batch_normalization_91/FusedBatchNormV3/ReadVariableOp" -> "1589 inception_v3/batch_normalization_91/FusedBatchNormV3"; -"1587 inception_v3/batch_normalization_91/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1588 inception_v3/batch_normalization_91/FusedBatchNormV3/ReadVariableOp_1"; -"1588 inception_v3/batch_normalization_91/FusedBatchNormV3/ReadVariableOp_1" -> "1589 inception_v3/batch_normalization_91/FusedBatchNormV3"; -"1589 inception_v3/batch_normalization_91/FusedBatchNormV3" -> "1622 inception_v3/activation_91/Relu"; -"1590 inception_v3/batch_normalization_88/scale" -> "1597 inception_v3/batch_normalization_88/FusedBatchNormV3"; -"1591 inception_v3/batch_normalization_88/ReadVariableOp/resource" -> "1592 inception_v3/batch_normalization_88/ReadVariableOp"; -"1592 inception_v3/batch_normalization_88/ReadVariableOp" -> "1597 inception_v3/batch_normalization_88/FusedBatchNormV3"; -"1593 inception_v3/batch_normalization_88/FusedBatchNormV3/ReadVariableOp/resource" -> "1594 inception_v3/batch_normalization_88/FusedBatchNormV3/ReadVariableOp"; -"1594 inception_v3/batch_normalization_88/FusedBatchNormV3/ReadVariableOp" -> "1597 inception_v3/batch_normalization_88/FusedBatchNormV3"; -"1595 inception_v3/batch_normalization_88/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1596 inception_v3/batch_normalization_88/FusedBatchNormV3/ReadVariableOp_1"; -"1596 inception_v3/batch_normalization_88/FusedBatchNormV3/ReadVariableOp_1" -> "1597 inception_v3/batch_normalization_88/FusedBatchNormV3"; -"1597 inception_v3/batch_normalization_88/FusedBatchNormV3" -> "1625 inception_v3/activation_88/Relu"; -"1598 inception_v3/batch_normalization_87/scale" -> "1605 inception_v3/batch_normalization_87/FusedBatchNormV3"; -"1599 inception_v3/batch_normalization_87/ReadVariableOp/resource" -> "1600 inception_v3/batch_normalization_87/ReadVariableOp"; -"1600 inception_v3/batch_normalization_87/ReadVariableOp" -> "1605 inception_v3/batch_normalization_87/FusedBatchNormV3"; -"1601 inception_v3/batch_normalization_87/FusedBatchNormV3/ReadVariableOp/resource" -> "1602 inception_v3/batch_normalization_87/FusedBatchNormV3/ReadVariableOp"; -"1602 inception_v3/batch_normalization_87/FusedBatchNormV3/ReadVariableOp" -> "1605 inception_v3/batch_normalization_87/FusedBatchNormV3"; -"1603 inception_v3/batch_normalization_87/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1604 inception_v3/batch_normalization_87/FusedBatchNormV3/ReadVariableOp_1"; -"1604 inception_v3/batch_normalization_87/FusedBatchNormV3/ReadVariableOp_1" -> "1605 inception_v3/batch_normalization_87/FusedBatchNormV3"; -"1605 inception_v3/batch_normalization_87/FusedBatchNormV3" -> "1624 inception_v3/activation_87/Relu"; -"1606 inception_v3/conv2d_85/Sigmoid/ReadVariableOp/resource" -> "1607 inception_v3/conv2d_85/Sigmoid/ReadVariableOp"; -"1607 inception_v3/conv2d_85/Sigmoid/ReadVariableOp" -> "1608 inception_v3/conv2d_85/Sigmoid"; -"1608 inception_v3/conv2d_85/Sigmoid" -> "1609 inception_v3/conv2d_85/Round"; -"1609 inception_v3/conv2d_85/Round" -> "1612 inception_v3/conv2d_85/mul"; -"1610 inception_v3/conv2d_85/ReadVariableOp/resource" -> "1611 inception_v3/conv2d_85/ReadVariableOp"; -"1611 inception_v3/conv2d_85/ReadVariableOp" -> "1612 inception_v3/conv2d_85/mul"; -"1612 inception_v3/conv2d_85/mul" -> "1613 inception_v3/conv2d_85/Conv2D"; -"1613 inception_v3/conv2d_85/Conv2D" -> "1633 inception_v3/batch_normalization_85/FusedBatchNormV3"; -"1614 inception_v3/batch_normalization_93/scale" -> "1621 inception_v3/batch_normalization_93/FusedBatchNormV3"; -"1615 inception_v3/batch_normalization_93/ReadVariableOp/resource" -> "1616 inception_v3/batch_normalization_93/ReadVariableOp"; -"1616 inception_v3/batch_normalization_93/ReadVariableOp" -> "1621 inception_v3/batch_normalization_93/FusedBatchNormV3"; -"1617 inception_v3/batch_normalization_93/FusedBatchNormV3/ReadVariableOp/resource" -> "1618 inception_v3/batch_normalization_93/FusedBatchNormV3/ReadVariableOp"; -"1618 inception_v3/batch_normalization_93/FusedBatchNormV3/ReadVariableOp" -> "1621 inception_v3/batch_normalization_93/FusedBatchNormV3"; -"1619 inception_v3/batch_normalization_93/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1620 inception_v3/batch_normalization_93/FusedBatchNormV3/ReadVariableOp_1"; -"1620 inception_v3/batch_normalization_93/FusedBatchNormV3/ReadVariableOp_1" -> "1621 inception_v3/batch_normalization_93/FusedBatchNormV3"; -"1621 inception_v3/batch_normalization_93/FusedBatchNormV3" -> "1639 inception_v3/activation_93/Relu"; -"1622 inception_v3/activation_91/Relu" -> "1638 inception_v3/concatenate_1/concat"; -"1623 inception_v3/activation_92/Relu" -> "1638 inception_v3/concatenate_1/concat"; -"1624 inception_v3/activation_87/Relu" -> "1636 inception_v3/mixed9_1/concat"; -"1625 inception_v3/activation_88/Relu" -> "1636 inception_v3/mixed9_1/concat"; -"1626 inception_v3/batch_normalization_85/scale" -> "1633 inception_v3/batch_normalization_85/FusedBatchNormV3"; -"1627 inception_v3/batch_normalization_85/ReadVariableOp/resource" -> "1628 inception_v3/batch_normalization_85/ReadVariableOp"; -"1628 inception_v3/batch_normalization_85/ReadVariableOp" -> "1633 inception_v3/batch_normalization_85/FusedBatchNormV3"; -"1629 inception_v3/batch_normalization_85/FusedBatchNormV3/ReadVariableOp/resource" -> "1630 inception_v3/batch_normalization_85/FusedBatchNormV3/ReadVariableOp"; -"1630 inception_v3/batch_normalization_85/FusedBatchNormV3/ReadVariableOp" -> "1633 inception_v3/batch_normalization_85/FusedBatchNormV3"; -"1631 inception_v3/batch_normalization_85/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1632 inception_v3/batch_normalization_85/FusedBatchNormV3/ReadVariableOp_1"; -"1632 inception_v3/batch_normalization_85/FusedBatchNormV3/ReadVariableOp_1" -> "1633 inception_v3/batch_normalization_85/FusedBatchNormV3"; -"1633 inception_v3/batch_normalization_85/FusedBatchNormV3" -> "1634 inception_v3/activation_85/Relu"; -"1634 inception_v3/activation_85/Relu" -> "1641 inception_v3/mixed10/concat"; -"1635 inception_v3/mixed9_1/concat/axis" -> "1636 inception_v3/mixed9_1/concat"; -"1636 inception_v3/mixed9_1/concat" -> "1641 inception_v3/mixed10/concat"; -"1637 inception_v3/concatenate_1/concat/axis" -> "1638 inception_v3/concatenate_1/concat"; -"1638 inception_v3/concatenate_1/concat" -> "1641 inception_v3/mixed10/concat"; -"1639 inception_v3/activation_93/Relu" -> "1641 inception_v3/mixed10/concat"; -"1640 inception_v3/mixed10/concat/axis" -> "1641 inception_v3/mixed10/concat"; -"1641 inception_v3/mixed10/concat" -> "1643 inception_v3/avg_pool/Mean"; -"1642 inception_v3/avg_pool/Mean/reduction_indices" -> "1643 inception_v3/avg_pool/Mean"; -"1643 inception_v3/avg_pool/Mean" -> "1651 inception_v3/predictions/MatMul"; -"1644 inception_v3/predictions/Sigmoid/ReadVariableOp/resource" -> "1645 inception_v3/predictions/Sigmoid/ReadVariableOp"; -"1645 inception_v3/predictions/Sigmoid/ReadVariableOp" -> "1646 inception_v3/predictions/Sigmoid"; -"1646 inception_v3/predictions/Sigmoid" -> "1647 inception_v3/predictions/Round"; -"1647 inception_v3/predictions/Round" -> "1650 inception_v3/predictions/mul"; -"1648 inception_v3/predictions/ReadVariableOp/resource" -> "1649 inception_v3/predictions/ReadVariableOp"; -"1649 inception_v3/predictions/ReadVariableOp" -> "1650 inception_v3/predictions/mul"; -"1650 inception_v3/predictions/mul" -> "1651 inception_v3/predictions/MatMul"; -"1651 inception_v3/predictions/MatMul" -> "1654 inception_v3/predictions/BiasAdd"; -"1652 inception_v3/predictions/BiasAdd/ReadVariableOp/resource" -> "1653 inception_v3/predictions/BiasAdd/ReadVariableOp"; -"1653 inception_v3/predictions/BiasAdd/ReadVariableOp" -> "1654 inception_v3/predictions/BiasAdd"; -"1654 inception_v3/predictions/BiasAdd" -> "1655 inception_v3/predictions/Softmax"; -"1655 inception_v3/predictions/Softmax" -> "1656 Identity"; -} diff --git a/tests/tensorflow/data/reference_graphs/2.8/sparsity/rb_sparsity/mask_rcnn.dot b/tests/tensorflow/data/reference_graphs/2.8/sparsity/rb_sparsity/mask_rcnn.dot deleted file mode 100644 index 8bbb52f7671..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.8/sparsity/rb_sparsity/mask_rcnn.dot +++ /dev/null @@ -1,6440 +0,0 @@ -strict digraph { -"0 args_0" [id=0, op=Placeholder]; -"1 args_0_1" [id=1, 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[id=15964, op=Identity]; -"15965 Identity_12" [id=15965, op=Identity]; -"15966 Identity_13" [id=15966, op=Identity]; -"15967 Identity_14" [id=15967, op=Identity]; -"15968 Identity_15" [id=15968, op=Identity]; -"15969 Identity_16" [id=15969, op=Identity]; -"0 args_0" -> "3 maskrcnn/tf.compat.v1.pad/Pad"; -"1 args_0_1" -> "1394 maskrcnn/tf.__operators__.getitem/strided_slice"; -"1 args_0_1" -> "2246 maskrcnn/tf.__operators__.getitem_60/strided_slice"; -"2 maskrcnn/tf.compat.v1.pad/Pad/paddings" -> "3 maskrcnn/tf.compat.v1.pad/Pad"; -"3 maskrcnn/tf.compat.v1.pad/Pad" -> "11 maskrcnn/conv2d/Conv2D"; -"4 maskrcnn/conv2d/Sigmoid/ReadVariableOp/resource" -> "5 maskrcnn/conv2d/Sigmoid/ReadVariableOp"; -"5 maskrcnn/conv2d/Sigmoid/ReadVariableOp" -> "6 maskrcnn/conv2d/Sigmoid"; -"6 maskrcnn/conv2d/Sigmoid" -> "7 maskrcnn/conv2d/Round"; -"7 maskrcnn/conv2d/Round" -> "10 maskrcnn/conv2d/mul"; -"8 maskrcnn/conv2d/ReadVariableOp/resource" -> "9 maskrcnn/conv2d/ReadVariableOp"; -"9 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maskrcnn/batch_normalization/FusedBatchNormV3/ReadVariableOp_1/resource" -> "20 maskrcnn/batch_normalization/FusedBatchNormV3/ReadVariableOp_1"; -"20 maskrcnn/batch_normalization/FusedBatchNormV3/ReadVariableOp_1" -> "21 maskrcnn/batch_normalization/FusedBatchNormV3"; -"21 maskrcnn/batch_normalization/FusedBatchNormV3" -> "22 maskrcnn/tf.nn.relu/Relu"; -"22 maskrcnn/tf.nn.relu/Relu" -> "23 maskrcnn/max_pooling2d/MaxPool"; -"23 maskrcnn/max_pooling2d/MaxPool" -> "24 maskrcnn/tf.identity_1/Identity"; -"24 maskrcnn/tf.identity_1/Identity" -> "32 maskrcnn/conv2d_2/Conv2D"; -"24 maskrcnn/tf.identity_1/Identity" -> "68 maskrcnn/conv2d_1/Conv2D"; -"25 maskrcnn/conv2d_2/Sigmoid/ReadVariableOp/resource" -> "26 maskrcnn/conv2d_2/Sigmoid/ReadVariableOp"; -"26 maskrcnn/conv2d_2/Sigmoid/ReadVariableOp" -> "27 maskrcnn/conv2d_2/Sigmoid"; -"27 maskrcnn/conv2d_2/Sigmoid" -> "28 maskrcnn/conv2d_2/Round"; -"28 maskrcnn/conv2d_2/Round" -> "31 maskrcnn/conv2d_2/mul"; -"29 maskrcnn/conv2d_2/ReadVariableOp/resource" -> "30 maskrcnn/conv2d_2/ReadVariableOp"; -"30 maskrcnn/conv2d_2/ReadVariableOp" -> "31 maskrcnn/conv2d_2/mul"; -"31 maskrcnn/conv2d_2/mul" -> "32 maskrcnn/conv2d_2/Conv2D"; -"32 maskrcnn/conv2d_2/Conv2D" -> "41 maskrcnn/batch_normalization_2/FusedBatchNormV3"; -"33 maskrcnn/batch_normalization_2/ReadVariableOp/resource" -> "34 maskrcnn/batch_normalization_2/ReadVariableOp"; -"34 maskrcnn/batch_normalization_2/ReadVariableOp" -> "41 maskrcnn/batch_normalization_2/FusedBatchNormV3"; -"35 maskrcnn/batch_normalization_2/ReadVariableOp_1/resource" -> "36 maskrcnn/batch_normalization_2/ReadVariableOp_1"; -"36 maskrcnn/batch_normalization_2/ReadVariableOp_1" -> "41 maskrcnn/batch_normalization_2/FusedBatchNormV3"; -"37 maskrcnn/batch_normalization_2/FusedBatchNormV3/ReadVariableOp/resource" -> "38 maskrcnn/batch_normalization_2/FusedBatchNormV3/ReadVariableOp"; -"38 maskrcnn/batch_normalization_2/FusedBatchNormV3/ReadVariableOp" -> "41 maskrcnn/batch_normalization_2/FusedBatchNormV3"; -"39 maskrcnn/batch_normalization_2/FusedBatchNormV3/ReadVariableOp_1/resource" -> "40 maskrcnn/batch_normalization_2/FusedBatchNormV3/ReadVariableOp_1"; -"40 maskrcnn/batch_normalization_2/FusedBatchNormV3/ReadVariableOp_1" -> "41 maskrcnn/batch_normalization_2/FusedBatchNormV3"; -"41 maskrcnn/batch_normalization_2/FusedBatchNormV3" -> "42 maskrcnn/tf.nn.relu_1/Relu"; -"42 maskrcnn/tf.nn.relu_1/Relu" -> "50 maskrcnn/conv2d_3/Conv2D"; -"43 maskrcnn/conv2d_3/Sigmoid/ReadVariableOp/resource" -> "44 maskrcnn/conv2d_3/Sigmoid/ReadVariableOp"; -"44 maskrcnn/conv2d_3/Sigmoid/ReadVariableOp" -> "45 maskrcnn/conv2d_3/Sigmoid"; -"45 maskrcnn/conv2d_3/Sigmoid" -> "46 maskrcnn/conv2d_3/Round"; -"46 maskrcnn/conv2d_3/Round" -> "49 maskrcnn/conv2d_3/mul"; -"47 maskrcnn/conv2d_3/ReadVariableOp/resource" -> "48 maskrcnn/conv2d_3/ReadVariableOp"; -"48 maskrcnn/conv2d_3/ReadVariableOp" -> "49 maskrcnn/conv2d_3/mul"; -"49 maskrcnn/conv2d_3/mul" -> "50 maskrcnn/conv2d_3/Conv2D"; -"50 maskrcnn/conv2d_3/Conv2D" -> "59 maskrcnn/batch_normalization_3/FusedBatchNormV3"; -"51 maskrcnn/batch_normalization_3/ReadVariableOp/resource" -> "52 maskrcnn/batch_normalization_3/ReadVariableOp"; -"52 maskrcnn/batch_normalization_3/ReadVariableOp" -> "59 maskrcnn/batch_normalization_3/FusedBatchNormV3"; -"53 maskrcnn/batch_normalization_3/ReadVariableOp_1/resource" -> "54 maskrcnn/batch_normalization_3/ReadVariableOp_1"; -"54 maskrcnn/batch_normalization_3/ReadVariableOp_1" -> "59 maskrcnn/batch_normalization_3/FusedBatchNormV3"; -"55 maskrcnn/batch_normalization_3/FusedBatchNormV3/ReadVariableOp/resource" -> "56 maskrcnn/batch_normalization_3/FusedBatchNormV3/ReadVariableOp"; -"56 maskrcnn/batch_normalization_3/FusedBatchNormV3/ReadVariableOp" -> "59 maskrcnn/batch_normalization_3/FusedBatchNormV3"; -"57 maskrcnn/batch_normalization_3/FusedBatchNormV3/ReadVariableOp_1/resource" -> "58 maskrcnn/batch_normalization_3/FusedBatchNormV3/ReadVariableOp_1"; -"58 maskrcnn/batch_normalization_3/FusedBatchNormV3/ReadVariableOp_1" -> "59 maskrcnn/batch_normalization_3/FusedBatchNormV3"; -"59 maskrcnn/batch_normalization_3/FusedBatchNormV3" -> "60 maskrcnn/tf.nn.relu_2/Relu"; -"60 maskrcnn/tf.nn.relu_2/Relu" -> "76 maskrcnn/conv2d_4/Conv2D"; -"61 maskrcnn/conv2d_1/Sigmoid/ReadVariableOp/resource" -> "62 maskrcnn/conv2d_1/Sigmoid/ReadVariableOp"; -"62 maskrcnn/conv2d_1/Sigmoid/ReadVariableOp" -> "63 maskrcnn/conv2d_1/Sigmoid"; -"63 maskrcnn/conv2d_1/Sigmoid" -> "64 maskrcnn/conv2d_1/Round"; -"64 maskrcnn/conv2d_1/Round" -> "67 maskrcnn/conv2d_1/mul"; -"65 maskrcnn/conv2d_1/ReadVariableOp/resource" -> "66 maskrcnn/conv2d_1/ReadVariableOp"; -"66 maskrcnn/conv2d_1/ReadVariableOp" -> "67 maskrcnn/conv2d_1/mul"; -"67 maskrcnn/conv2d_1/mul" -> "68 maskrcnn/conv2d_1/Conv2D"; -"68 maskrcnn/conv2d_1/Conv2D" -> "94 maskrcnn/batch_normalization_1/FusedBatchNormV3"; -"69 maskrcnn/conv2d_4/Sigmoid/ReadVariableOp/resource" -> "70 maskrcnn/conv2d_4/Sigmoid/ReadVariableOp"; -"70 maskrcnn/conv2d_4/Sigmoid/ReadVariableOp" -> "71 maskrcnn/conv2d_4/Sigmoid"; -"71 maskrcnn/conv2d_4/Sigmoid" -> "72 maskrcnn/conv2d_4/Round"; -"72 maskrcnn/conv2d_4/Round" -> "75 maskrcnn/conv2d_4/mul"; -"73 maskrcnn/conv2d_4/ReadVariableOp/resource" -> "74 maskrcnn/conv2d_4/ReadVariableOp"; -"74 maskrcnn/conv2d_4/ReadVariableOp" -> "75 maskrcnn/conv2d_4/mul"; -"75 maskrcnn/conv2d_4/mul" -> "76 maskrcnn/conv2d_4/Conv2D"; -"76 maskrcnn/conv2d_4/Conv2D" -> "85 maskrcnn/batch_normalization_4/FusedBatchNormV3"; -"77 maskrcnn/batch_normalization_4/ReadVariableOp/resource" -> "78 maskrcnn/batch_normalization_4/ReadVariableOp"; -"78 maskrcnn/batch_normalization_4/ReadVariableOp" -> "85 maskrcnn/batch_normalization_4/FusedBatchNormV3"; -"79 maskrcnn/batch_normalization_4/ReadVariableOp_1/resource" -> "80 maskrcnn/batch_normalization_4/ReadVariableOp_1"; -"80 maskrcnn/batch_normalization_4/ReadVariableOp_1" -> "85 maskrcnn/batch_normalization_4/FusedBatchNormV3"; -"81 maskrcnn/batch_normalization_4/FusedBatchNormV3/ReadVariableOp/resource" -> "82 maskrcnn/batch_normalization_4/FusedBatchNormV3/ReadVariableOp"; -"82 maskrcnn/batch_normalization_4/FusedBatchNormV3/ReadVariableOp" -> "85 maskrcnn/batch_normalization_4/FusedBatchNormV3"; -"83 maskrcnn/batch_normalization_4/FusedBatchNormV3/ReadVariableOp_1/resource" -> "84 maskrcnn/batch_normalization_4/FusedBatchNormV3/ReadVariableOp_1"; -"84 maskrcnn/batch_normalization_4/FusedBatchNormV3/ReadVariableOp_1" -> "85 maskrcnn/batch_normalization_4/FusedBatchNormV3"; -"85 maskrcnn/batch_normalization_4/FusedBatchNormV3" -> "95 maskrcnn/tf.__operators__.add/AddV2"; -"86 maskrcnn/batch_normalization_1/ReadVariableOp/resource" -> "87 maskrcnn/batch_normalization_1/ReadVariableOp"; -"87 maskrcnn/batch_normalization_1/ReadVariableOp" -> "94 maskrcnn/batch_normalization_1/FusedBatchNormV3"; -"88 maskrcnn/batch_normalization_1/ReadVariableOp_1/resource" -> "89 maskrcnn/batch_normalization_1/ReadVariableOp_1"; -"89 maskrcnn/batch_normalization_1/ReadVariableOp_1" -> "94 maskrcnn/batch_normalization_1/FusedBatchNormV3"; -"90 maskrcnn/batch_normalization_1/FusedBatchNormV3/ReadVariableOp/resource" -> "91 maskrcnn/batch_normalization_1/FusedBatchNormV3/ReadVariableOp"; -"91 maskrcnn/batch_normalization_1/FusedBatchNormV3/ReadVariableOp" -> "94 maskrcnn/batch_normalization_1/FusedBatchNormV3"; -"92 maskrcnn/batch_normalization_1/FusedBatchNormV3/ReadVariableOp_1/resource" -> "93 maskrcnn/batch_normalization_1/FusedBatchNormV3/ReadVariableOp_1"; -"93 maskrcnn/batch_normalization_1/FusedBatchNormV3/ReadVariableOp_1" -> "94 maskrcnn/batch_normalization_1/FusedBatchNormV3"; -"94 maskrcnn/batch_normalization_1/FusedBatchNormV3" -> "95 maskrcnn/tf.__operators__.add/AddV2"; -"95 maskrcnn/tf.__operators__.add/AddV2" -> "96 maskrcnn/tf.nn.relu_3/Relu"; -"96 maskrcnn/tf.nn.relu_3/Relu" -> "104 maskrcnn/conv2d_5/Conv2D"; -"96 maskrcnn/tf.nn.relu_3/Relu" -> "150 maskrcnn/tf.__operators__.add_1/AddV2"; -"97 maskrcnn/conv2d_5/Sigmoid/ReadVariableOp/resource" -> "98 maskrcnn/conv2d_5/Sigmoid/ReadVariableOp"; -"98 maskrcnn/conv2d_5/Sigmoid/ReadVariableOp" -> "99 maskrcnn/conv2d_5/Sigmoid"; -"99 maskrcnn/conv2d_5/Sigmoid" -> "100 maskrcnn/conv2d_5/Round"; -"100 maskrcnn/conv2d_5/Round" -> "103 maskrcnn/conv2d_5/mul"; -"101 maskrcnn/conv2d_5/ReadVariableOp/resource" -> "102 maskrcnn/conv2d_5/ReadVariableOp"; -"102 maskrcnn/conv2d_5/ReadVariableOp" -> "103 maskrcnn/conv2d_5/mul"; -"103 maskrcnn/conv2d_5/mul" -> "104 maskrcnn/conv2d_5/Conv2D"; -"104 maskrcnn/conv2d_5/Conv2D" -> "113 maskrcnn/batch_normalization_5/FusedBatchNormV3"; -"105 maskrcnn/batch_normalization_5/ReadVariableOp/resource" -> "106 maskrcnn/batch_normalization_5/ReadVariableOp"; -"106 maskrcnn/batch_normalization_5/ReadVariableOp" -> "113 maskrcnn/batch_normalization_5/FusedBatchNormV3"; -"107 maskrcnn/batch_normalization_5/ReadVariableOp_1/resource" -> "108 maskrcnn/batch_normalization_5/ReadVariableOp_1"; -"108 maskrcnn/batch_normalization_5/ReadVariableOp_1" -> "113 maskrcnn/batch_normalization_5/FusedBatchNormV3"; -"109 maskrcnn/batch_normalization_5/FusedBatchNormV3/ReadVariableOp/resource" -> "110 maskrcnn/batch_normalization_5/FusedBatchNormV3/ReadVariableOp"; -"110 maskrcnn/batch_normalization_5/FusedBatchNormV3/ReadVariableOp" -> "113 maskrcnn/batch_normalization_5/FusedBatchNormV3"; -"111 maskrcnn/batch_normalization_5/FusedBatchNormV3/ReadVariableOp_1/resource" -> "112 maskrcnn/batch_normalization_5/FusedBatchNormV3/ReadVariableOp_1"; -"112 maskrcnn/batch_normalization_5/FusedBatchNormV3/ReadVariableOp_1" -> "113 maskrcnn/batch_normalization_5/FusedBatchNormV3"; -"113 maskrcnn/batch_normalization_5/FusedBatchNormV3" -> "114 maskrcnn/tf.nn.relu_4/Relu"; -"114 maskrcnn/tf.nn.relu_4/Relu" -> "122 maskrcnn/conv2d_6/Conv2D"; -"115 maskrcnn/conv2d_6/Sigmoid/ReadVariableOp/resource" -> "116 maskrcnn/conv2d_6/Sigmoid/ReadVariableOp"; -"116 maskrcnn/conv2d_6/Sigmoid/ReadVariableOp" -> "117 maskrcnn/conv2d_6/Sigmoid"; -"117 maskrcnn/conv2d_6/Sigmoid" -> "118 maskrcnn/conv2d_6/Round"; -"118 maskrcnn/conv2d_6/Round" -> "121 maskrcnn/conv2d_6/mul"; -"119 maskrcnn/conv2d_6/ReadVariableOp/resource" -> "120 maskrcnn/conv2d_6/ReadVariableOp"; -"120 maskrcnn/conv2d_6/ReadVariableOp" -> "121 maskrcnn/conv2d_6/mul"; -"121 maskrcnn/conv2d_6/mul" -> "122 maskrcnn/conv2d_6/Conv2D"; -"122 maskrcnn/conv2d_6/Conv2D" -> "131 maskrcnn/batch_normalization_6/FusedBatchNormV3"; -"123 maskrcnn/batch_normalization_6/ReadVariableOp/resource" -> "124 maskrcnn/batch_normalization_6/ReadVariableOp"; -"124 maskrcnn/batch_normalization_6/ReadVariableOp" -> "131 maskrcnn/batch_normalization_6/FusedBatchNormV3"; -"125 maskrcnn/batch_normalization_6/ReadVariableOp_1/resource" -> "126 maskrcnn/batch_normalization_6/ReadVariableOp_1"; -"126 maskrcnn/batch_normalization_6/ReadVariableOp_1" -> "131 maskrcnn/batch_normalization_6/FusedBatchNormV3"; -"127 maskrcnn/batch_normalization_6/FusedBatchNormV3/ReadVariableOp/resource" -> "128 maskrcnn/batch_normalization_6/FusedBatchNormV3/ReadVariableOp"; -"128 maskrcnn/batch_normalization_6/FusedBatchNormV3/ReadVariableOp" -> "131 maskrcnn/batch_normalization_6/FusedBatchNormV3"; -"129 maskrcnn/batch_normalization_6/FusedBatchNormV3/ReadVariableOp_1/resource" -> "130 maskrcnn/batch_normalization_6/FusedBatchNormV3/ReadVariableOp_1"; -"130 maskrcnn/batch_normalization_6/FusedBatchNormV3/ReadVariableOp_1" -> "131 maskrcnn/batch_normalization_6/FusedBatchNormV3"; -"131 maskrcnn/batch_normalization_6/FusedBatchNormV3" -> "132 maskrcnn/tf.nn.relu_5/Relu"; -"132 maskrcnn/tf.nn.relu_5/Relu" -> "140 maskrcnn/conv2d_7/Conv2D"; -"133 maskrcnn/conv2d_7/Sigmoid/ReadVariableOp/resource" -> "134 maskrcnn/conv2d_7/Sigmoid/ReadVariableOp"; -"134 maskrcnn/conv2d_7/Sigmoid/ReadVariableOp" -> "135 maskrcnn/conv2d_7/Sigmoid"; -"135 maskrcnn/conv2d_7/Sigmoid" -> "136 maskrcnn/conv2d_7/Round"; -"136 maskrcnn/conv2d_7/Round" -> "139 maskrcnn/conv2d_7/mul"; -"137 maskrcnn/conv2d_7/ReadVariableOp/resource" -> "138 maskrcnn/conv2d_7/ReadVariableOp"; -"138 maskrcnn/conv2d_7/ReadVariableOp" -> "139 maskrcnn/conv2d_7/mul"; -"139 maskrcnn/conv2d_7/mul" -> "140 maskrcnn/conv2d_7/Conv2D"; -"140 maskrcnn/conv2d_7/Conv2D" -> "149 maskrcnn/batch_normalization_7/FusedBatchNormV3"; -"141 maskrcnn/batch_normalization_7/ReadVariableOp/resource" -> "142 maskrcnn/batch_normalization_7/ReadVariableOp"; -"142 maskrcnn/batch_normalization_7/ReadVariableOp" -> "149 maskrcnn/batch_normalization_7/FusedBatchNormV3"; -"143 maskrcnn/batch_normalization_7/ReadVariableOp_1/resource" -> "144 maskrcnn/batch_normalization_7/ReadVariableOp_1"; -"144 maskrcnn/batch_normalization_7/ReadVariableOp_1" -> "149 maskrcnn/batch_normalization_7/FusedBatchNormV3"; -"145 maskrcnn/batch_normalization_7/FusedBatchNormV3/ReadVariableOp/resource" -> "146 maskrcnn/batch_normalization_7/FusedBatchNormV3/ReadVariableOp"; -"146 maskrcnn/batch_normalization_7/FusedBatchNormV3/ReadVariableOp" -> "149 maskrcnn/batch_normalization_7/FusedBatchNormV3"; -"147 maskrcnn/batch_normalization_7/FusedBatchNormV3/ReadVariableOp_1/resource" -> "148 maskrcnn/batch_normalization_7/FusedBatchNormV3/ReadVariableOp_1"; -"148 maskrcnn/batch_normalization_7/FusedBatchNormV3/ReadVariableOp_1" -> "149 maskrcnn/batch_normalization_7/FusedBatchNormV3"; -"149 maskrcnn/batch_normalization_7/FusedBatchNormV3" -> "150 maskrcnn/tf.__operators__.add_1/AddV2"; -"150 maskrcnn/tf.__operators__.add_1/AddV2" -> "151 maskrcnn/tf.nn.relu_6/Relu"; -"151 maskrcnn/tf.nn.relu_6/Relu" -> "159 maskrcnn/conv2d_8/Conv2D"; -"151 maskrcnn/tf.nn.relu_6/Relu" -> "205 maskrcnn/tf.__operators__.add_2/AddV2"; -"152 maskrcnn/conv2d_8/Sigmoid/ReadVariableOp/resource" -> "153 maskrcnn/conv2d_8/Sigmoid/ReadVariableOp"; -"153 maskrcnn/conv2d_8/Sigmoid/ReadVariableOp" -> "154 maskrcnn/conv2d_8/Sigmoid"; -"154 maskrcnn/conv2d_8/Sigmoid" -> "155 maskrcnn/conv2d_8/Round"; -"155 maskrcnn/conv2d_8/Round" -> "158 maskrcnn/conv2d_8/mul"; -"156 maskrcnn/conv2d_8/ReadVariableOp/resource" -> "157 maskrcnn/conv2d_8/ReadVariableOp"; -"157 maskrcnn/conv2d_8/ReadVariableOp" -> "158 maskrcnn/conv2d_8/mul"; -"158 maskrcnn/conv2d_8/mul" -> "159 maskrcnn/conv2d_8/Conv2D"; -"159 maskrcnn/conv2d_8/Conv2D" -> "168 maskrcnn/batch_normalization_8/FusedBatchNormV3"; -"160 maskrcnn/batch_normalization_8/ReadVariableOp/resource" -> "161 maskrcnn/batch_normalization_8/ReadVariableOp"; -"161 maskrcnn/batch_normalization_8/ReadVariableOp" -> "168 maskrcnn/batch_normalization_8/FusedBatchNormV3"; -"162 maskrcnn/batch_normalization_8/ReadVariableOp_1/resource" -> "163 maskrcnn/batch_normalization_8/ReadVariableOp_1"; -"163 maskrcnn/batch_normalization_8/ReadVariableOp_1" -> "168 maskrcnn/batch_normalization_8/FusedBatchNormV3"; -"164 maskrcnn/batch_normalization_8/FusedBatchNormV3/ReadVariableOp/resource" -> "165 maskrcnn/batch_normalization_8/FusedBatchNormV3/ReadVariableOp"; -"165 maskrcnn/batch_normalization_8/FusedBatchNormV3/ReadVariableOp" -> "168 maskrcnn/batch_normalization_8/FusedBatchNormV3"; -"166 maskrcnn/batch_normalization_8/FusedBatchNormV3/ReadVariableOp_1/resource" -> "167 maskrcnn/batch_normalization_8/FusedBatchNormV3/ReadVariableOp_1"; -"167 maskrcnn/batch_normalization_8/FusedBatchNormV3/ReadVariableOp_1" -> "168 maskrcnn/batch_normalization_8/FusedBatchNormV3"; -"168 maskrcnn/batch_normalization_8/FusedBatchNormV3" -> "169 maskrcnn/tf.nn.relu_7/Relu"; -"169 maskrcnn/tf.nn.relu_7/Relu" -> "177 maskrcnn/conv2d_9/Conv2D"; -"170 maskrcnn/conv2d_9/Sigmoid/ReadVariableOp/resource" -> "171 maskrcnn/conv2d_9/Sigmoid/ReadVariableOp"; -"171 maskrcnn/conv2d_9/Sigmoid/ReadVariableOp" -> "172 maskrcnn/conv2d_9/Sigmoid"; -"172 maskrcnn/conv2d_9/Sigmoid" -> "173 maskrcnn/conv2d_9/Round"; -"173 maskrcnn/conv2d_9/Round" -> "176 maskrcnn/conv2d_9/mul"; -"174 maskrcnn/conv2d_9/ReadVariableOp/resource" -> "175 maskrcnn/conv2d_9/ReadVariableOp"; -"175 maskrcnn/conv2d_9/ReadVariableOp" -> "176 maskrcnn/conv2d_9/mul"; -"176 maskrcnn/conv2d_9/mul" -> "177 maskrcnn/conv2d_9/Conv2D"; -"177 maskrcnn/conv2d_9/Conv2D" -> "186 maskrcnn/batch_normalization_9/FusedBatchNormV3"; -"178 maskrcnn/batch_normalization_9/ReadVariableOp/resource" -> "179 maskrcnn/batch_normalization_9/ReadVariableOp"; -"179 maskrcnn/batch_normalization_9/ReadVariableOp" -> "186 maskrcnn/batch_normalization_9/FusedBatchNormV3"; -"180 maskrcnn/batch_normalization_9/ReadVariableOp_1/resource" -> "181 maskrcnn/batch_normalization_9/ReadVariableOp_1"; -"181 maskrcnn/batch_normalization_9/ReadVariableOp_1" -> "186 maskrcnn/batch_normalization_9/FusedBatchNormV3"; -"182 maskrcnn/batch_normalization_9/FusedBatchNormV3/ReadVariableOp/resource" -> "183 maskrcnn/batch_normalization_9/FusedBatchNormV3/ReadVariableOp"; -"183 maskrcnn/batch_normalization_9/FusedBatchNormV3/ReadVariableOp" -> "186 maskrcnn/batch_normalization_9/FusedBatchNormV3"; -"184 maskrcnn/batch_normalization_9/FusedBatchNormV3/ReadVariableOp_1/resource" -> "185 maskrcnn/batch_normalization_9/FusedBatchNormV3/ReadVariableOp_1"; -"185 maskrcnn/batch_normalization_9/FusedBatchNormV3/ReadVariableOp_1" -> "186 maskrcnn/batch_normalization_9/FusedBatchNormV3"; -"186 maskrcnn/batch_normalization_9/FusedBatchNormV3" -> "187 maskrcnn/tf.nn.relu_8/Relu"; -"187 maskrcnn/tf.nn.relu_8/Relu" -> "195 maskrcnn/conv2d_10/Conv2D"; -"188 maskrcnn/conv2d_10/Sigmoid/ReadVariableOp/resource" -> "189 maskrcnn/conv2d_10/Sigmoid/ReadVariableOp"; -"189 maskrcnn/conv2d_10/Sigmoid/ReadVariableOp" -> "190 maskrcnn/conv2d_10/Sigmoid"; -"190 maskrcnn/conv2d_10/Sigmoid" -> "191 maskrcnn/conv2d_10/Round"; -"191 maskrcnn/conv2d_10/Round" -> "194 maskrcnn/conv2d_10/mul"; -"192 maskrcnn/conv2d_10/ReadVariableOp/resource" -> "193 maskrcnn/conv2d_10/ReadVariableOp"; -"193 maskrcnn/conv2d_10/ReadVariableOp" -> "194 maskrcnn/conv2d_10/mul"; -"194 maskrcnn/conv2d_10/mul" -> "195 maskrcnn/conv2d_10/Conv2D"; -"195 maskrcnn/conv2d_10/Conv2D" -> "204 maskrcnn/batch_normalization_10/FusedBatchNormV3"; -"196 maskrcnn/batch_normalization_10/ReadVariableOp/resource" -> "197 maskrcnn/batch_normalization_10/ReadVariableOp"; -"197 maskrcnn/batch_normalization_10/ReadVariableOp" -> "204 maskrcnn/batch_normalization_10/FusedBatchNormV3"; -"198 maskrcnn/batch_normalization_10/ReadVariableOp_1/resource" -> "199 maskrcnn/batch_normalization_10/ReadVariableOp_1"; -"199 maskrcnn/batch_normalization_10/ReadVariableOp_1" -> "204 maskrcnn/batch_normalization_10/FusedBatchNormV3"; -"200 maskrcnn/batch_normalization_10/FusedBatchNormV3/ReadVariableOp/resource" -> "201 maskrcnn/batch_normalization_10/FusedBatchNormV3/ReadVariableOp"; -"201 maskrcnn/batch_normalization_10/FusedBatchNormV3/ReadVariableOp" -> "204 maskrcnn/batch_normalization_10/FusedBatchNormV3"; -"202 maskrcnn/batch_normalization_10/FusedBatchNormV3/ReadVariableOp_1/resource" -> "203 maskrcnn/batch_normalization_10/FusedBatchNormV3/ReadVariableOp_1"; -"203 maskrcnn/batch_normalization_10/FusedBatchNormV3/ReadVariableOp_1" -> "204 maskrcnn/batch_normalization_10/FusedBatchNormV3"; -"204 maskrcnn/batch_normalization_10/FusedBatchNormV3" -> "205 maskrcnn/tf.__operators__.add_2/AddV2"; -"205 maskrcnn/tf.__operators__.add_2/AddV2" -> "206 maskrcnn/tf.nn.relu_9/Relu"; -"206 maskrcnn/tf.nn.relu_9/Relu" -> "207 maskrcnn/tf.identity_2/Identity"; -"207 maskrcnn/tf.identity_2/Identity" -> "215 maskrcnn/conv2d_12/Conv2D"; -"207 maskrcnn/tf.identity_2/Identity" -> "246 maskrcnn/tf.compat.v1.pad_1/Pad"; -"207 maskrcnn/tf.identity_2/Identity" -> "1043 maskrcnn/l2/Conv2D"; -"208 maskrcnn/conv2d_12/Sigmoid/ReadVariableOp/resource" -> "209 maskrcnn/conv2d_12/Sigmoid/ReadVariableOp"; -"209 maskrcnn/conv2d_12/Sigmoid/ReadVariableOp" -> "210 maskrcnn/conv2d_12/Sigmoid"; -"210 maskrcnn/conv2d_12/Sigmoid" -> "211 maskrcnn/conv2d_12/Round"; -"211 maskrcnn/conv2d_12/Round" -> "214 maskrcnn/conv2d_12/mul"; -"212 maskrcnn/conv2d_12/ReadVariableOp/resource" -> "213 maskrcnn/conv2d_12/ReadVariableOp"; -"213 maskrcnn/conv2d_12/ReadVariableOp" -> "214 maskrcnn/conv2d_12/mul"; -"214 maskrcnn/conv2d_12/mul" -> "215 maskrcnn/conv2d_12/Conv2D"; -"215 maskrcnn/conv2d_12/Conv2D" -> "224 maskrcnn/batch_normalization_12/FusedBatchNormV3"; -"216 maskrcnn/batch_normalization_12/ReadVariableOp/resource" -> "217 maskrcnn/batch_normalization_12/ReadVariableOp"; -"217 maskrcnn/batch_normalization_12/ReadVariableOp" -> "224 maskrcnn/batch_normalization_12/FusedBatchNormV3"; -"218 maskrcnn/batch_normalization_12/ReadVariableOp_1/resource" -> "219 maskrcnn/batch_normalization_12/ReadVariableOp_1"; -"219 maskrcnn/batch_normalization_12/ReadVariableOp_1" -> "224 maskrcnn/batch_normalization_12/FusedBatchNormV3"; -"220 maskrcnn/batch_normalization_12/FusedBatchNormV3/ReadVariableOp/resource" -> "221 maskrcnn/batch_normalization_12/FusedBatchNormV3/ReadVariableOp"; -"221 maskrcnn/batch_normalization_12/FusedBatchNormV3/ReadVariableOp" -> "224 maskrcnn/batch_normalization_12/FusedBatchNormV3"; -"222 maskrcnn/batch_normalization_12/FusedBatchNormV3/ReadVariableOp_1/resource" -> "223 maskrcnn/batch_normalization_12/FusedBatchNormV3/ReadVariableOp_1"; -"223 maskrcnn/batch_normalization_12/FusedBatchNormV3/ReadVariableOp_1" -> "224 maskrcnn/batch_normalization_12/FusedBatchNormV3"; -"224 maskrcnn/batch_normalization_12/FusedBatchNormV3" -> "225 maskrcnn/tf.nn.relu_10/Relu"; -"225 maskrcnn/tf.nn.relu_10/Relu" -> "227 maskrcnn/tf.compat.v1.pad_2/Pad"; -"226 maskrcnn/tf.compat.v1.pad_2/Pad/paddings" -> "227 maskrcnn/tf.compat.v1.pad_2/Pad"; -"227 maskrcnn/tf.compat.v1.pad_2/Pad" -> "235 maskrcnn/conv2d_13/Conv2D"; -"228 maskrcnn/conv2d_13/Sigmoid/ReadVariableOp/resource" -> "229 maskrcnn/conv2d_13/Sigmoid/ReadVariableOp"; -"229 maskrcnn/conv2d_13/Sigmoid/ReadVariableOp" -> "230 maskrcnn/conv2d_13/Sigmoid"; -"230 maskrcnn/conv2d_13/Sigmoid" -> "231 maskrcnn/conv2d_13/Round"; -"231 maskrcnn/conv2d_13/Round" -> "234 maskrcnn/conv2d_13/mul"; -"232 maskrcnn/conv2d_13/ReadVariableOp/resource" -> "233 maskrcnn/conv2d_13/ReadVariableOp"; -"233 maskrcnn/conv2d_13/ReadVariableOp" -> "234 maskrcnn/conv2d_13/mul"; -"234 maskrcnn/conv2d_13/mul" -> "235 maskrcnn/conv2d_13/Conv2D"; -"235 maskrcnn/conv2d_13/Conv2D" -> "244 maskrcnn/batch_normalization_13/FusedBatchNormV3"; -"236 maskrcnn/batch_normalization_13/ReadVariableOp/resource" -> "237 maskrcnn/batch_normalization_13/ReadVariableOp"; -"237 maskrcnn/batch_normalization_13/ReadVariableOp" -> "244 maskrcnn/batch_normalization_13/FusedBatchNormV3"; -"238 maskrcnn/batch_normalization_13/ReadVariableOp_1/resource" -> "239 maskrcnn/batch_normalization_13/ReadVariableOp_1"; -"239 maskrcnn/batch_normalization_13/ReadVariableOp_1" -> "244 maskrcnn/batch_normalization_13/FusedBatchNormV3"; -"240 maskrcnn/batch_normalization_13/FusedBatchNormV3/ReadVariableOp/resource" -> "241 maskrcnn/batch_normalization_13/FusedBatchNormV3/ReadVariableOp"; -"241 maskrcnn/batch_normalization_13/FusedBatchNormV3/ReadVariableOp" -> "244 maskrcnn/batch_normalization_13/FusedBatchNormV3"; -"242 maskrcnn/batch_normalization_13/FusedBatchNormV3/ReadVariableOp_1/resource" -> "243 maskrcnn/batch_normalization_13/FusedBatchNormV3/ReadVariableOp_1"; -"243 maskrcnn/batch_normalization_13/FusedBatchNormV3/ReadVariableOp_1" -> "244 maskrcnn/batch_normalization_13/FusedBatchNormV3"; -"244 maskrcnn/batch_normalization_13/FusedBatchNormV3" -> "247 maskrcnn/tf.nn.relu_11/Relu"; -"245 maskrcnn/tf.compat.v1.pad_1/Pad/paddings" -> "246 maskrcnn/tf.compat.v1.pad_1/Pad"; -"246 maskrcnn/tf.compat.v1.pad_1/Pad" -> "255 maskrcnn/conv2d_11/Conv2D"; -"247 maskrcnn/tf.nn.relu_11/Relu" -> "263 maskrcnn/conv2d_14/Conv2D"; -"248 maskrcnn/conv2d_11/Sigmoid/ReadVariableOp/resource" -> "249 maskrcnn/conv2d_11/Sigmoid/ReadVariableOp"; -"249 maskrcnn/conv2d_11/Sigmoid/ReadVariableOp" -> "250 maskrcnn/conv2d_11/Sigmoid"; -"250 maskrcnn/conv2d_11/Sigmoid" -> "251 maskrcnn/conv2d_11/Round"; -"251 maskrcnn/conv2d_11/Round" -> "254 maskrcnn/conv2d_11/mul"; -"252 maskrcnn/conv2d_11/ReadVariableOp/resource" -> "253 maskrcnn/conv2d_11/ReadVariableOp"; -"253 maskrcnn/conv2d_11/ReadVariableOp" -> "254 maskrcnn/conv2d_11/mul"; -"254 maskrcnn/conv2d_11/mul" -> "255 maskrcnn/conv2d_11/Conv2D"; -"255 maskrcnn/conv2d_11/Conv2D" -> "281 maskrcnn/batch_normalization_11/FusedBatchNormV3"; -"256 maskrcnn/conv2d_14/Sigmoid/ReadVariableOp/resource" -> "257 maskrcnn/conv2d_14/Sigmoid/ReadVariableOp"; -"257 maskrcnn/conv2d_14/Sigmoid/ReadVariableOp" -> "258 maskrcnn/conv2d_14/Sigmoid"; -"258 maskrcnn/conv2d_14/Sigmoid" -> "259 maskrcnn/conv2d_14/Round"; -"259 maskrcnn/conv2d_14/Round" -> "262 maskrcnn/conv2d_14/mul"; -"260 maskrcnn/conv2d_14/ReadVariableOp/resource" -> "261 maskrcnn/conv2d_14/ReadVariableOp"; -"261 maskrcnn/conv2d_14/ReadVariableOp" -> "262 maskrcnn/conv2d_14/mul"; -"262 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-> "281 maskrcnn/batch_normalization_11/FusedBatchNormV3"; -"279 maskrcnn/batch_normalization_11/FusedBatchNormV3/ReadVariableOp_1/resource" -> "280 maskrcnn/batch_normalization_11/FusedBatchNormV3/ReadVariableOp_1"; -"280 maskrcnn/batch_normalization_11/FusedBatchNormV3/ReadVariableOp_1" -> "281 maskrcnn/batch_normalization_11/FusedBatchNormV3"; -"281 maskrcnn/batch_normalization_11/FusedBatchNormV3" -> "282 maskrcnn/tf.__operators__.add_3/AddV2"; -"282 maskrcnn/tf.__operators__.add_3/AddV2" -> "283 maskrcnn/tf.nn.relu_12/Relu"; -"283 maskrcnn/tf.nn.relu_12/Relu" -> "291 maskrcnn/conv2d_15/Conv2D"; -"283 maskrcnn/tf.nn.relu_12/Relu" -> "337 maskrcnn/tf.__operators__.add_4/AddV2"; -"284 maskrcnn/conv2d_15/Sigmoid/ReadVariableOp/resource" -> "285 maskrcnn/conv2d_15/Sigmoid/ReadVariableOp"; -"285 maskrcnn/conv2d_15/Sigmoid/ReadVariableOp" -> "286 maskrcnn/conv2d_15/Sigmoid"; -"286 maskrcnn/conv2d_15/Sigmoid" -> "287 maskrcnn/conv2d_15/Round"; -"287 maskrcnn/conv2d_15/Round" -> "290 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maskrcnn/batch_normalization_15/FusedBatchNormV3/ReadVariableOp" -> "300 maskrcnn/batch_normalization_15/FusedBatchNormV3"; -"298 maskrcnn/batch_normalization_15/FusedBatchNormV3/ReadVariableOp_1/resource" -> "299 maskrcnn/batch_normalization_15/FusedBatchNormV3/ReadVariableOp_1"; -"299 maskrcnn/batch_normalization_15/FusedBatchNormV3/ReadVariableOp_1" -> "300 maskrcnn/batch_normalization_15/FusedBatchNormV3"; -"300 maskrcnn/batch_normalization_15/FusedBatchNormV3" -> "301 maskrcnn/tf.nn.relu_13/Relu"; -"301 maskrcnn/tf.nn.relu_13/Relu" -> "309 maskrcnn/conv2d_16/Conv2D"; -"302 maskrcnn/conv2d_16/Sigmoid/ReadVariableOp/resource" -> "303 maskrcnn/conv2d_16/Sigmoid/ReadVariableOp"; -"303 maskrcnn/conv2d_16/Sigmoid/ReadVariableOp" -> "304 maskrcnn/conv2d_16/Sigmoid"; -"304 maskrcnn/conv2d_16/Sigmoid" -> "305 maskrcnn/conv2d_16/Round"; -"305 maskrcnn/conv2d_16/Round" -> "308 maskrcnn/conv2d_16/mul"; -"306 maskrcnn/conv2d_16/ReadVariableOp/resource" -> "307 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maskrcnn/batch_normalization_16/FusedBatchNormV3"; -"316 maskrcnn/batch_normalization_16/FusedBatchNormV3/ReadVariableOp_1/resource" -> "317 maskrcnn/batch_normalization_16/FusedBatchNormV3/ReadVariableOp_1"; -"317 maskrcnn/batch_normalization_16/FusedBatchNormV3/ReadVariableOp_1" -> "318 maskrcnn/batch_normalization_16/FusedBatchNormV3"; -"318 maskrcnn/batch_normalization_16/FusedBatchNormV3" -> "319 maskrcnn/tf.nn.relu_14/Relu"; -"319 maskrcnn/tf.nn.relu_14/Relu" -> "327 maskrcnn/conv2d_17/Conv2D"; -"320 maskrcnn/conv2d_17/Sigmoid/ReadVariableOp/resource" -> "321 maskrcnn/conv2d_17/Sigmoid/ReadVariableOp"; -"321 maskrcnn/conv2d_17/Sigmoid/ReadVariableOp" -> "322 maskrcnn/conv2d_17/Sigmoid"; -"322 maskrcnn/conv2d_17/Sigmoid" -> "323 maskrcnn/conv2d_17/Round"; -"323 maskrcnn/conv2d_17/Round" -> "326 maskrcnn/conv2d_17/mul"; -"324 maskrcnn/conv2d_17/ReadVariableOp/resource" -> "325 maskrcnn/conv2d_17/ReadVariableOp"; -"325 maskrcnn/conv2d_17/ReadVariableOp" -> "326 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maskrcnn/batch_normalization_19/FusedBatchNormV3"; -"371 maskrcnn/batch_normalization_19/FusedBatchNormV3/ReadVariableOp_1/resource" -> "372 maskrcnn/batch_normalization_19/FusedBatchNormV3/ReadVariableOp_1"; -"372 maskrcnn/batch_normalization_19/FusedBatchNormV3/ReadVariableOp_1" -> "373 maskrcnn/batch_normalization_19/FusedBatchNormV3"; -"373 maskrcnn/batch_normalization_19/FusedBatchNormV3" -> "374 maskrcnn/tf.nn.relu_17/Relu"; -"374 maskrcnn/tf.nn.relu_17/Relu" -> "382 maskrcnn/conv2d_20/Conv2D"; -"375 maskrcnn/conv2d_20/Sigmoid/ReadVariableOp/resource" -> "376 maskrcnn/conv2d_20/Sigmoid/ReadVariableOp"; -"376 maskrcnn/conv2d_20/Sigmoid/ReadVariableOp" -> "377 maskrcnn/conv2d_20/Sigmoid"; -"377 maskrcnn/conv2d_20/Sigmoid" -> "378 maskrcnn/conv2d_20/Round"; -"378 maskrcnn/conv2d_20/Round" -> "381 maskrcnn/conv2d_20/mul"; -"379 maskrcnn/conv2d_20/ReadVariableOp/resource" -> "380 maskrcnn/conv2d_20/ReadVariableOp"; -"380 maskrcnn/conv2d_20/ReadVariableOp" -> "381 maskrcnn/conv2d_20/mul"; -"381 maskrcnn/conv2d_20/mul" -> "382 maskrcnn/conv2d_20/Conv2D"; -"382 maskrcnn/conv2d_20/Conv2D" -> "391 maskrcnn/batch_normalization_20/FusedBatchNormV3"; -"383 maskrcnn/batch_normalization_20/ReadVariableOp/resource" -> "384 maskrcnn/batch_normalization_20/ReadVariableOp"; -"384 maskrcnn/batch_normalization_20/ReadVariableOp" -> "391 maskrcnn/batch_normalization_20/FusedBatchNormV3"; -"385 maskrcnn/batch_normalization_20/ReadVariableOp_1/resource" -> "386 maskrcnn/batch_normalization_20/ReadVariableOp_1"; -"386 maskrcnn/batch_normalization_20/ReadVariableOp_1" -> "391 maskrcnn/batch_normalization_20/FusedBatchNormV3"; -"387 maskrcnn/batch_normalization_20/FusedBatchNormV3/ReadVariableOp/resource" -> "388 maskrcnn/batch_normalization_20/FusedBatchNormV3/ReadVariableOp"; -"388 maskrcnn/batch_normalization_20/FusedBatchNormV3/ReadVariableOp" -> "391 maskrcnn/batch_normalization_20/FusedBatchNormV3"; -"389 maskrcnn/batch_normalization_20/FusedBatchNormV3/ReadVariableOp_1/resource" -> "390 maskrcnn/batch_normalization_20/FusedBatchNormV3/ReadVariableOp_1"; -"390 maskrcnn/batch_normalization_20/FusedBatchNormV3/ReadVariableOp_1" -> "391 maskrcnn/batch_normalization_20/FusedBatchNormV3"; -"391 maskrcnn/batch_normalization_20/FusedBatchNormV3" -> "392 maskrcnn/tf.__operators__.add_5/AddV2"; -"392 maskrcnn/tf.__operators__.add_5/AddV2" -> "393 maskrcnn/tf.nn.relu_18/Relu"; -"393 maskrcnn/tf.nn.relu_18/Relu" -> "401 maskrcnn/conv2d_21/Conv2D"; -"393 maskrcnn/tf.nn.relu_18/Relu" -> "447 maskrcnn/tf.__operators__.add_6/AddV2"; -"394 maskrcnn/conv2d_21/Sigmoid/ReadVariableOp/resource" -> "395 maskrcnn/conv2d_21/Sigmoid/ReadVariableOp"; -"395 maskrcnn/conv2d_21/Sigmoid/ReadVariableOp" -> "396 maskrcnn/conv2d_21/Sigmoid"; -"396 maskrcnn/conv2d_21/Sigmoid" -> "397 maskrcnn/conv2d_21/Round"; -"397 maskrcnn/conv2d_21/Round" -> "400 maskrcnn/conv2d_21/mul"; -"398 maskrcnn/conv2d_21/ReadVariableOp/resource" -> "399 maskrcnn/conv2d_21/ReadVariableOp"; -"399 maskrcnn/conv2d_21/ReadVariableOp" -> "400 maskrcnn/conv2d_21/mul"; -"400 maskrcnn/conv2d_21/mul" -> "401 maskrcnn/conv2d_21/Conv2D"; -"401 maskrcnn/conv2d_21/Conv2D" -> "410 maskrcnn/batch_normalization_21/FusedBatchNormV3"; -"402 maskrcnn/batch_normalization_21/ReadVariableOp/resource" -> "403 maskrcnn/batch_normalization_21/ReadVariableOp"; -"403 maskrcnn/batch_normalization_21/ReadVariableOp" -> "410 maskrcnn/batch_normalization_21/FusedBatchNormV3"; -"404 maskrcnn/batch_normalization_21/ReadVariableOp_1/resource" -> "405 maskrcnn/batch_normalization_21/ReadVariableOp_1"; -"405 maskrcnn/batch_normalization_21/ReadVariableOp_1" -> "410 maskrcnn/batch_normalization_21/FusedBatchNormV3"; -"406 maskrcnn/batch_normalization_21/FusedBatchNormV3/ReadVariableOp/resource" -> "407 maskrcnn/batch_normalization_21/FusedBatchNormV3/ReadVariableOp"; -"407 maskrcnn/batch_normalization_21/FusedBatchNormV3/ReadVariableOp" -> "410 maskrcnn/batch_normalization_21/FusedBatchNormV3"; -"408 maskrcnn/batch_normalization_21/FusedBatchNormV3/ReadVariableOp_1/resource" -> "409 maskrcnn/batch_normalization_21/FusedBatchNormV3/ReadVariableOp_1"; -"409 maskrcnn/batch_normalization_21/FusedBatchNormV3/ReadVariableOp_1" -> "410 maskrcnn/batch_normalization_21/FusedBatchNormV3"; -"410 maskrcnn/batch_normalization_21/FusedBatchNormV3" -> "411 maskrcnn/tf.nn.relu_19/Relu"; -"411 maskrcnn/tf.nn.relu_19/Relu" -> "419 maskrcnn/conv2d_22/Conv2D"; -"412 maskrcnn/conv2d_22/Sigmoid/ReadVariableOp/resource" -> "413 maskrcnn/conv2d_22/Sigmoid/ReadVariableOp"; -"413 maskrcnn/conv2d_22/Sigmoid/ReadVariableOp" -> "414 maskrcnn/conv2d_22/Sigmoid"; -"414 maskrcnn/conv2d_22/Sigmoid" -> "415 maskrcnn/conv2d_22/Round"; -"415 maskrcnn/conv2d_22/Round" -> "418 maskrcnn/conv2d_22/mul"; -"416 maskrcnn/conv2d_22/ReadVariableOp/resource" -> "417 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maskrcnn/conv2d_42/Sigmoid" -> "785 maskrcnn/conv2d_42/Round"; -"785 maskrcnn/conv2d_42/Round" -> "788 maskrcnn/conv2d_42/mul"; -"786 maskrcnn/conv2d_42/ReadVariableOp/resource" -> "787 maskrcnn/conv2d_42/ReadVariableOp"; -"787 maskrcnn/conv2d_42/ReadVariableOp" -> "788 maskrcnn/conv2d_42/mul"; -"788 maskrcnn/conv2d_42/mul" -> "789 maskrcnn/conv2d_42/Conv2D"; -"789 maskrcnn/conv2d_42/Conv2D" -> "798 maskrcnn/batch_normalization_42/FusedBatchNormV3"; -"790 maskrcnn/batch_normalization_42/ReadVariableOp/resource" -> "791 maskrcnn/batch_normalization_42/ReadVariableOp"; -"791 maskrcnn/batch_normalization_42/ReadVariableOp" -> "798 maskrcnn/batch_normalization_42/FusedBatchNormV3"; -"792 maskrcnn/batch_normalization_42/ReadVariableOp_1/resource" -> "793 maskrcnn/batch_normalization_42/ReadVariableOp_1"; -"793 maskrcnn/batch_normalization_42/ReadVariableOp_1" -> "798 maskrcnn/batch_normalization_42/FusedBatchNormV3"; -"794 maskrcnn/batch_normalization_42/FusedBatchNormV3/ReadVariableOp/resource" -> "795 maskrcnn/batch_normalization_42/FusedBatchNormV3/ReadVariableOp"; -"795 maskrcnn/batch_normalization_42/FusedBatchNormV3/ReadVariableOp" -> "798 maskrcnn/batch_normalization_42/FusedBatchNormV3"; -"796 maskrcnn/batch_normalization_42/FusedBatchNormV3/ReadVariableOp_1/resource" -> "797 maskrcnn/batch_normalization_42/FusedBatchNormV3/ReadVariableOp_1"; -"797 maskrcnn/batch_normalization_42/FusedBatchNormV3/ReadVariableOp_1" -> "798 maskrcnn/batch_normalization_42/FusedBatchNormV3"; -"798 maskrcnn/batch_normalization_42/FusedBatchNormV3" -> "799 maskrcnn/tf.__operators__.add_12/AddV2"; -"799 maskrcnn/tf.__operators__.add_12/AddV2" -> "800 maskrcnn/tf.nn.relu_39/Relu"; -"800 maskrcnn/tf.nn.relu_39/Relu" -> "801 maskrcnn/tf.identity_4/Identity"; -"801 maskrcnn/tf.identity_4/Identity" -> "809 maskrcnn/conv2d_44/Conv2D"; -"801 maskrcnn/tf.identity_4/Identity" -> "840 maskrcnn/tf.compat.v1.pad_5/Pad"; -"801 maskrcnn/tf.identity_4/Identity" -> "1011 maskrcnn/l4/Conv2D"; -"802 maskrcnn/conv2d_44/Sigmoid/ReadVariableOp/resource" -> "803 maskrcnn/conv2d_44/Sigmoid/ReadVariableOp"; -"803 maskrcnn/conv2d_44/Sigmoid/ReadVariableOp" -> "804 maskrcnn/conv2d_44/Sigmoid"; -"804 maskrcnn/conv2d_44/Sigmoid" -> "805 maskrcnn/conv2d_44/Round"; -"805 maskrcnn/conv2d_44/Round" -> "808 maskrcnn/conv2d_44/mul"; -"806 maskrcnn/conv2d_44/ReadVariableOp/resource" -> "807 maskrcnn/conv2d_44/ReadVariableOp"; -"807 maskrcnn/conv2d_44/ReadVariableOp" -> "808 maskrcnn/conv2d_44/mul"; -"808 maskrcnn/conv2d_44/mul" -> "809 maskrcnn/conv2d_44/Conv2D"; -"809 maskrcnn/conv2d_44/Conv2D" -> "818 maskrcnn/batch_normalization_44/FusedBatchNormV3"; -"810 maskrcnn/batch_normalization_44/ReadVariableOp/resource" -> "811 maskrcnn/batch_normalization_44/ReadVariableOp"; -"811 maskrcnn/batch_normalization_44/ReadVariableOp" -> "818 maskrcnn/batch_normalization_44/FusedBatchNormV3"; -"812 maskrcnn/batch_normalization_44/ReadVariableOp_1/resource" -> "813 maskrcnn/batch_normalization_44/ReadVariableOp_1"; -"813 maskrcnn/batch_normalization_44/ReadVariableOp_1" -> "818 maskrcnn/batch_normalization_44/FusedBatchNormV3"; -"814 maskrcnn/batch_normalization_44/FusedBatchNormV3/ReadVariableOp/resource" -> "815 maskrcnn/batch_normalization_44/FusedBatchNormV3/ReadVariableOp"; -"815 maskrcnn/batch_normalization_44/FusedBatchNormV3/ReadVariableOp" -> "818 maskrcnn/batch_normalization_44/FusedBatchNormV3"; -"816 maskrcnn/batch_normalization_44/FusedBatchNormV3/ReadVariableOp_1/resource" -> "817 maskrcnn/batch_normalization_44/FusedBatchNormV3/ReadVariableOp_1"; -"817 maskrcnn/batch_normalization_44/FusedBatchNormV3/ReadVariableOp_1" -> "818 maskrcnn/batch_normalization_44/FusedBatchNormV3"; -"818 maskrcnn/batch_normalization_44/FusedBatchNormV3" -> "819 maskrcnn/tf.nn.relu_40/Relu"; -"819 maskrcnn/tf.nn.relu_40/Relu" -> "821 maskrcnn/tf.compat.v1.pad_6/Pad"; -"820 maskrcnn/tf.compat.v1.pad_6/Pad/paddings" -> "821 maskrcnn/tf.compat.v1.pad_6/Pad"; -"821 maskrcnn/tf.compat.v1.pad_6/Pad" -> "829 maskrcnn/conv2d_45/Conv2D"; -"822 maskrcnn/conv2d_45/Sigmoid/ReadVariableOp/resource" -> "823 maskrcnn/conv2d_45/Sigmoid/ReadVariableOp"; -"823 maskrcnn/conv2d_45/Sigmoid/ReadVariableOp" -> "824 maskrcnn/conv2d_45/Sigmoid"; -"824 maskrcnn/conv2d_45/Sigmoid" -> "825 maskrcnn/conv2d_45/Round"; -"825 maskrcnn/conv2d_45/Round" -> "828 maskrcnn/conv2d_45/mul"; -"826 maskrcnn/conv2d_45/ReadVariableOp/resource" -> "827 maskrcnn/conv2d_45/ReadVariableOp"; -"827 maskrcnn/conv2d_45/ReadVariableOp" -> "828 maskrcnn/conv2d_45/mul"; -"828 maskrcnn/conv2d_45/mul" -> "829 maskrcnn/conv2d_45/Conv2D"; -"829 maskrcnn/conv2d_45/Conv2D" -> "838 maskrcnn/batch_normalization_45/FusedBatchNormV3"; -"830 maskrcnn/batch_normalization_45/ReadVariableOp/resource" -> "831 maskrcnn/batch_normalization_45/ReadVariableOp"; -"831 maskrcnn/batch_normalization_45/ReadVariableOp" -> "838 maskrcnn/batch_normalization_45/FusedBatchNormV3"; -"832 maskrcnn/batch_normalization_45/ReadVariableOp_1/resource" -> "833 maskrcnn/batch_normalization_45/ReadVariableOp_1"; -"833 maskrcnn/batch_normalization_45/ReadVariableOp_1" -> "838 maskrcnn/batch_normalization_45/FusedBatchNormV3"; -"834 maskrcnn/batch_normalization_45/FusedBatchNormV3/ReadVariableOp/resource" -> "835 maskrcnn/batch_normalization_45/FusedBatchNormV3/ReadVariableOp"; -"835 maskrcnn/batch_normalization_45/FusedBatchNormV3/ReadVariableOp" -> "838 maskrcnn/batch_normalization_45/FusedBatchNormV3"; -"836 maskrcnn/batch_normalization_45/FusedBatchNormV3/ReadVariableOp_1/resource" -> "837 maskrcnn/batch_normalization_45/FusedBatchNormV3/ReadVariableOp_1"; -"837 maskrcnn/batch_normalization_45/FusedBatchNormV3/ReadVariableOp_1" -> "838 maskrcnn/batch_normalization_45/FusedBatchNormV3"; -"838 maskrcnn/batch_normalization_45/FusedBatchNormV3" -> "841 maskrcnn/tf.nn.relu_41/Relu"; -"839 maskrcnn/tf.compat.v1.pad_5/Pad/paddings" -> "840 maskrcnn/tf.compat.v1.pad_5/Pad"; -"840 maskrcnn/tf.compat.v1.pad_5/Pad" -> "849 maskrcnn/conv2d_43/Conv2D"; -"841 maskrcnn/tf.nn.relu_41/Relu" -> "857 maskrcnn/conv2d_46/Conv2D"; -"842 maskrcnn/conv2d_43/Sigmoid/ReadVariableOp/resource" -> "843 maskrcnn/conv2d_43/Sigmoid/ReadVariableOp"; -"843 maskrcnn/conv2d_43/Sigmoid/ReadVariableOp" -> "844 maskrcnn/conv2d_43/Sigmoid"; -"844 maskrcnn/conv2d_43/Sigmoid" -> "845 maskrcnn/conv2d_43/Round"; -"845 maskrcnn/conv2d_43/Round" -> "848 maskrcnn/conv2d_43/mul"; -"846 maskrcnn/conv2d_43/ReadVariableOp/resource" -> "847 maskrcnn/conv2d_43/ReadVariableOp"; -"847 maskrcnn/conv2d_43/ReadVariableOp" -> "848 maskrcnn/conv2d_43/mul"; -"848 maskrcnn/conv2d_43/mul" -> "849 maskrcnn/conv2d_43/Conv2D"; -"849 maskrcnn/conv2d_43/Conv2D" -> "875 maskrcnn/batch_normalization_43/FusedBatchNormV3"; -"850 maskrcnn/conv2d_46/Sigmoid/ReadVariableOp/resource" -> "851 maskrcnn/conv2d_46/Sigmoid/ReadVariableOp"; -"851 maskrcnn/conv2d_46/Sigmoid/ReadVariableOp" -> "852 maskrcnn/conv2d_46/Sigmoid"; -"852 maskrcnn/conv2d_46/Sigmoid" -> "853 maskrcnn/conv2d_46/Round"; -"853 maskrcnn/conv2d_46/Round" -> "856 maskrcnn/conv2d_46/mul"; -"854 maskrcnn/conv2d_46/ReadVariableOp/resource" -> "855 maskrcnn/conv2d_46/ReadVariableOp"; -"855 maskrcnn/conv2d_46/ReadVariableOp" -> "856 maskrcnn/conv2d_46/mul"; -"856 maskrcnn/conv2d_46/mul" -> "857 maskrcnn/conv2d_46/Conv2D"; -"857 maskrcnn/conv2d_46/Conv2D" -> "866 maskrcnn/batch_normalization_46/FusedBatchNormV3"; -"858 maskrcnn/batch_normalization_46/ReadVariableOp/resource" -> "859 maskrcnn/batch_normalization_46/ReadVariableOp"; -"859 maskrcnn/batch_normalization_46/ReadVariableOp" -> "866 maskrcnn/batch_normalization_46/FusedBatchNormV3"; -"860 maskrcnn/batch_normalization_46/ReadVariableOp_1/resource" -> "861 maskrcnn/batch_normalization_46/ReadVariableOp_1"; -"861 maskrcnn/batch_normalization_46/ReadVariableOp_1" -> "866 maskrcnn/batch_normalization_46/FusedBatchNormV3"; -"862 maskrcnn/batch_normalization_46/FusedBatchNormV3/ReadVariableOp/resource" -> "863 maskrcnn/batch_normalization_46/FusedBatchNormV3/ReadVariableOp"; -"863 maskrcnn/batch_normalization_46/FusedBatchNormV3/ReadVariableOp" -> "866 maskrcnn/batch_normalization_46/FusedBatchNormV3"; -"864 maskrcnn/batch_normalization_46/FusedBatchNormV3/ReadVariableOp_1/resource" -> "865 maskrcnn/batch_normalization_46/FusedBatchNormV3/ReadVariableOp_1"; -"865 maskrcnn/batch_normalization_46/FusedBatchNormV3/ReadVariableOp_1" -> "866 maskrcnn/batch_normalization_46/FusedBatchNormV3"; -"866 maskrcnn/batch_normalization_46/FusedBatchNormV3" -> "876 maskrcnn/tf.__operators__.add_13/AddV2"; -"867 maskrcnn/batch_normalization_43/ReadVariableOp/resource" -> "868 maskrcnn/batch_normalization_43/ReadVariableOp"; -"868 maskrcnn/batch_normalization_43/ReadVariableOp" -> "875 maskrcnn/batch_normalization_43/FusedBatchNormV3"; -"869 maskrcnn/batch_normalization_43/ReadVariableOp_1/resource" -> "870 maskrcnn/batch_normalization_43/ReadVariableOp_1"; -"870 maskrcnn/batch_normalization_43/ReadVariableOp_1" -> "875 maskrcnn/batch_normalization_43/FusedBatchNormV3"; -"871 maskrcnn/batch_normalization_43/FusedBatchNormV3/ReadVariableOp/resource" -> "872 maskrcnn/batch_normalization_43/FusedBatchNormV3/ReadVariableOp"; -"872 maskrcnn/batch_normalization_43/FusedBatchNormV3/ReadVariableOp" -> "875 maskrcnn/batch_normalization_43/FusedBatchNormV3"; -"873 maskrcnn/batch_normalization_43/FusedBatchNormV3/ReadVariableOp_1/resource" -> "874 maskrcnn/batch_normalization_43/FusedBatchNormV3/ReadVariableOp_1"; -"874 maskrcnn/batch_normalization_43/FusedBatchNormV3/ReadVariableOp_1" -> "875 maskrcnn/batch_normalization_43/FusedBatchNormV3"; -"875 maskrcnn/batch_normalization_43/FusedBatchNormV3" -> "876 maskrcnn/tf.__operators__.add_13/AddV2"; -"876 maskrcnn/tf.__operators__.add_13/AddV2" -> "877 maskrcnn/tf.nn.relu_42/Relu"; -"877 maskrcnn/tf.nn.relu_42/Relu" -> "885 maskrcnn/conv2d_47/Conv2D"; -"877 maskrcnn/tf.nn.relu_42/Relu" -> "931 maskrcnn/tf.__operators__.add_14/AddV2"; -"878 maskrcnn/conv2d_47/Sigmoid/ReadVariableOp/resource" -> "879 maskrcnn/conv2d_47/Sigmoid/ReadVariableOp"; -"879 maskrcnn/conv2d_47/Sigmoid/ReadVariableOp" -> "880 maskrcnn/conv2d_47/Sigmoid"; -"880 maskrcnn/conv2d_47/Sigmoid" -> "881 maskrcnn/conv2d_47/Round"; -"881 maskrcnn/conv2d_47/Round" -> "884 maskrcnn/conv2d_47/mul"; -"882 maskrcnn/conv2d_47/ReadVariableOp/resource" -> "883 maskrcnn/conv2d_47/ReadVariableOp"; -"883 maskrcnn/conv2d_47/ReadVariableOp" -> "884 maskrcnn/conv2d_47/mul"; -"884 maskrcnn/conv2d_47/mul" -> "885 maskrcnn/conv2d_47/Conv2D"; -"885 maskrcnn/conv2d_47/Conv2D" -> "894 maskrcnn/batch_normalization_47/FusedBatchNormV3"; -"886 maskrcnn/batch_normalization_47/ReadVariableOp/resource" -> "887 maskrcnn/batch_normalization_47/ReadVariableOp"; -"887 maskrcnn/batch_normalization_47/ReadVariableOp" -> "894 maskrcnn/batch_normalization_47/FusedBatchNormV3"; -"888 maskrcnn/batch_normalization_47/ReadVariableOp_1/resource" -> "889 maskrcnn/batch_normalization_47/ReadVariableOp_1"; -"889 maskrcnn/batch_normalization_47/ReadVariableOp_1" -> "894 maskrcnn/batch_normalization_47/FusedBatchNormV3"; -"890 maskrcnn/batch_normalization_47/FusedBatchNormV3/ReadVariableOp/resource" -> "891 maskrcnn/batch_normalization_47/FusedBatchNormV3/ReadVariableOp"; -"891 maskrcnn/batch_normalization_47/FusedBatchNormV3/ReadVariableOp" -> "894 maskrcnn/batch_normalization_47/FusedBatchNormV3"; -"892 maskrcnn/batch_normalization_47/FusedBatchNormV3/ReadVariableOp_1/resource" -> "893 maskrcnn/batch_normalization_47/FusedBatchNormV3/ReadVariableOp_1"; -"893 maskrcnn/batch_normalization_47/FusedBatchNormV3/ReadVariableOp_1" -> "894 maskrcnn/batch_normalization_47/FusedBatchNormV3"; -"894 maskrcnn/batch_normalization_47/FusedBatchNormV3" -> "895 maskrcnn/tf.nn.relu_43/Relu"; -"895 maskrcnn/tf.nn.relu_43/Relu" -> "903 maskrcnn/conv2d_48/Conv2D"; -"896 maskrcnn/conv2d_48/Sigmoid/ReadVariableOp/resource" -> "897 maskrcnn/conv2d_48/Sigmoid/ReadVariableOp"; -"897 maskrcnn/conv2d_48/Sigmoid/ReadVariableOp" -> "898 maskrcnn/conv2d_48/Sigmoid"; -"898 maskrcnn/conv2d_48/Sigmoid" -> "899 maskrcnn/conv2d_48/Round"; -"899 maskrcnn/conv2d_48/Round" -> "902 maskrcnn/conv2d_48/mul"; -"900 maskrcnn/conv2d_48/ReadVariableOp/resource" -> "901 maskrcnn/conv2d_48/ReadVariableOp"; -"901 maskrcnn/conv2d_48/ReadVariableOp" -> "902 maskrcnn/conv2d_48/mul"; -"902 maskrcnn/conv2d_48/mul" -> "903 maskrcnn/conv2d_48/Conv2D"; -"903 maskrcnn/conv2d_48/Conv2D" -> "912 maskrcnn/batch_normalization_48/FusedBatchNormV3"; -"904 maskrcnn/batch_normalization_48/ReadVariableOp/resource" -> "905 maskrcnn/batch_normalization_48/ReadVariableOp"; -"905 maskrcnn/batch_normalization_48/ReadVariableOp" -> "912 maskrcnn/batch_normalization_48/FusedBatchNormV3"; -"906 maskrcnn/batch_normalization_48/ReadVariableOp_1/resource" -> "907 maskrcnn/batch_normalization_48/ReadVariableOp_1"; -"907 maskrcnn/batch_normalization_48/ReadVariableOp_1" -> "912 maskrcnn/batch_normalization_48/FusedBatchNormV3"; -"908 maskrcnn/batch_normalization_48/FusedBatchNormV3/ReadVariableOp/resource" -> "909 maskrcnn/batch_normalization_48/FusedBatchNormV3/ReadVariableOp"; -"909 maskrcnn/batch_normalization_48/FusedBatchNormV3/ReadVariableOp" -> "912 maskrcnn/batch_normalization_48/FusedBatchNormV3"; -"910 maskrcnn/batch_normalization_48/FusedBatchNormV3/ReadVariableOp_1/resource" -> "911 maskrcnn/batch_normalization_48/FusedBatchNormV3/ReadVariableOp_1"; -"911 maskrcnn/batch_normalization_48/FusedBatchNormV3/ReadVariableOp_1" -> "912 maskrcnn/batch_normalization_48/FusedBatchNormV3"; -"912 maskrcnn/batch_normalization_48/FusedBatchNormV3" -> "913 maskrcnn/tf.nn.relu_44/Relu"; -"913 maskrcnn/tf.nn.relu_44/Relu" -> "921 maskrcnn/conv2d_49/Conv2D"; -"914 maskrcnn/conv2d_49/Sigmoid/ReadVariableOp/resource" -> "915 maskrcnn/conv2d_49/Sigmoid/ReadVariableOp"; -"915 maskrcnn/conv2d_49/Sigmoid/ReadVariableOp" -> "916 maskrcnn/conv2d_49/Sigmoid"; -"916 maskrcnn/conv2d_49/Sigmoid" -> "917 maskrcnn/conv2d_49/Round"; -"917 maskrcnn/conv2d_49/Round" -> "920 maskrcnn/conv2d_49/mul"; -"918 maskrcnn/conv2d_49/ReadVariableOp/resource" -> "919 maskrcnn/conv2d_49/ReadVariableOp"; -"919 maskrcnn/conv2d_49/ReadVariableOp" -> "920 maskrcnn/conv2d_49/mul"; -"920 maskrcnn/conv2d_49/mul" -> "921 maskrcnn/conv2d_49/Conv2D"; -"921 maskrcnn/conv2d_49/Conv2D" -> "930 maskrcnn/batch_normalization_49/FusedBatchNormV3"; -"922 maskrcnn/batch_normalization_49/ReadVariableOp/resource" -> "923 maskrcnn/batch_normalization_49/ReadVariableOp"; -"923 maskrcnn/batch_normalization_49/ReadVariableOp" -> "930 maskrcnn/batch_normalization_49/FusedBatchNormV3"; -"924 maskrcnn/batch_normalization_49/ReadVariableOp_1/resource" -> "925 maskrcnn/batch_normalization_49/ReadVariableOp_1"; -"925 maskrcnn/batch_normalization_49/ReadVariableOp_1" -> "930 maskrcnn/batch_normalization_49/FusedBatchNormV3"; -"926 maskrcnn/batch_normalization_49/FusedBatchNormV3/ReadVariableOp/resource" -> "927 maskrcnn/batch_normalization_49/FusedBatchNormV3/ReadVariableOp"; -"927 maskrcnn/batch_normalization_49/FusedBatchNormV3/ReadVariableOp" -> "930 maskrcnn/batch_normalization_49/FusedBatchNormV3"; -"928 maskrcnn/batch_normalization_49/FusedBatchNormV3/ReadVariableOp_1/resource" -> "929 maskrcnn/batch_normalization_49/FusedBatchNormV3/ReadVariableOp_1"; -"929 maskrcnn/batch_normalization_49/FusedBatchNormV3/ReadVariableOp_1" -> "930 maskrcnn/batch_normalization_49/FusedBatchNormV3"; -"930 maskrcnn/batch_normalization_49/FusedBatchNormV3" -> "931 maskrcnn/tf.__operators__.add_14/AddV2"; -"931 maskrcnn/tf.__operators__.add_14/AddV2" -> "932 maskrcnn/tf.nn.relu_45/Relu"; -"932 maskrcnn/tf.nn.relu_45/Relu" -> "940 maskrcnn/conv2d_50/Conv2D"; -"932 maskrcnn/tf.nn.relu_45/Relu" -> "986 maskrcnn/tf.__operators__.add_15/AddV2"; -"933 maskrcnn/conv2d_50/Sigmoid/ReadVariableOp/resource" -> "934 maskrcnn/conv2d_50/Sigmoid/ReadVariableOp"; -"934 maskrcnn/conv2d_50/Sigmoid/ReadVariableOp" -> "935 maskrcnn/conv2d_50/Sigmoid"; -"935 maskrcnn/conv2d_50/Sigmoid" -> "936 maskrcnn/conv2d_50/Round"; -"936 maskrcnn/conv2d_50/Round" -> "939 maskrcnn/conv2d_50/mul"; -"937 maskrcnn/conv2d_50/ReadVariableOp/resource" -> "938 maskrcnn/conv2d_50/ReadVariableOp"; -"938 maskrcnn/conv2d_50/ReadVariableOp" -> "939 maskrcnn/conv2d_50/mul"; -"939 maskrcnn/conv2d_50/mul" -> "940 maskrcnn/conv2d_50/Conv2D"; -"940 maskrcnn/conv2d_50/Conv2D" -> "949 maskrcnn/batch_normalization_50/FusedBatchNormV3"; -"941 maskrcnn/batch_normalization_50/ReadVariableOp/resource" -> "942 maskrcnn/batch_normalization_50/ReadVariableOp"; -"942 maskrcnn/batch_normalization_50/ReadVariableOp" -> "949 maskrcnn/batch_normalization_50/FusedBatchNormV3"; -"943 maskrcnn/batch_normalization_50/ReadVariableOp_1/resource" -> 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maskrcnn/conv2d_51/Sigmoid/ReadVariableOp"; -"952 maskrcnn/conv2d_51/Sigmoid/ReadVariableOp" -> "953 maskrcnn/conv2d_51/Sigmoid"; -"953 maskrcnn/conv2d_51/Sigmoid" -> "954 maskrcnn/conv2d_51/Round"; -"954 maskrcnn/conv2d_51/Round" -> "957 maskrcnn/conv2d_51/mul"; -"955 maskrcnn/conv2d_51/ReadVariableOp/resource" -> "956 maskrcnn/conv2d_51/ReadVariableOp"; -"956 maskrcnn/conv2d_51/ReadVariableOp" -> "957 maskrcnn/conv2d_51/mul"; -"957 maskrcnn/conv2d_51/mul" -> "958 maskrcnn/conv2d_51/Conv2D"; -"958 maskrcnn/conv2d_51/Conv2D" -> "967 maskrcnn/batch_normalization_51/FusedBatchNormV3"; -"959 maskrcnn/batch_normalization_51/ReadVariableOp/resource" -> "960 maskrcnn/batch_normalization_51/ReadVariableOp"; -"960 maskrcnn/batch_normalization_51/ReadVariableOp" -> "967 maskrcnn/batch_normalization_51/FusedBatchNormV3"; -"961 maskrcnn/batch_normalization_51/ReadVariableOp_1/resource" -> "962 maskrcnn/batch_normalization_51/ReadVariableOp_1"; -"962 maskrcnn/batch_normalization_51/ReadVariableOp_1" -> "967 maskrcnn/batch_normalization_51/FusedBatchNormV3"; -"963 maskrcnn/batch_normalization_51/FusedBatchNormV3/ReadVariableOp/resource" -> "964 maskrcnn/batch_normalization_51/FusedBatchNormV3/ReadVariableOp"; -"964 maskrcnn/batch_normalization_51/FusedBatchNormV3/ReadVariableOp" -> "967 maskrcnn/batch_normalization_51/FusedBatchNormV3"; -"965 maskrcnn/batch_normalization_51/FusedBatchNormV3/ReadVariableOp_1/resource" -> "966 maskrcnn/batch_normalization_51/FusedBatchNormV3/ReadVariableOp_1"; -"966 maskrcnn/batch_normalization_51/FusedBatchNormV3/ReadVariableOp_1" -> "967 maskrcnn/batch_normalization_51/FusedBatchNormV3"; -"967 maskrcnn/batch_normalization_51/FusedBatchNormV3" -> "968 maskrcnn/tf.nn.relu_47/Relu"; -"968 maskrcnn/tf.nn.relu_47/Relu" -> "976 maskrcnn/conv2d_52/Conv2D"; -"969 maskrcnn/conv2d_52/Sigmoid/ReadVariableOp/resource" -> "970 maskrcnn/conv2d_52/Sigmoid/ReadVariableOp"; -"970 maskrcnn/conv2d_52/Sigmoid/ReadVariableOp" -> "971 maskrcnn/conv2d_52/Sigmoid"; -"971 maskrcnn/conv2d_52/Sigmoid" -> "972 maskrcnn/conv2d_52/Round"; -"972 maskrcnn/conv2d_52/Round" -> "975 maskrcnn/conv2d_52/mul"; -"973 maskrcnn/conv2d_52/ReadVariableOp/resource" -> "974 maskrcnn/conv2d_52/ReadVariableOp"; -"974 maskrcnn/conv2d_52/ReadVariableOp" -> "975 maskrcnn/conv2d_52/mul"; -"975 maskrcnn/conv2d_52/mul" -> "976 maskrcnn/conv2d_52/Conv2D"; -"976 maskrcnn/conv2d_52/Conv2D" -> "985 maskrcnn/batch_normalization_52/FusedBatchNormV3"; -"977 maskrcnn/batch_normalization_52/ReadVariableOp/resource" -> "978 maskrcnn/batch_normalization_52/ReadVariableOp"; -"978 maskrcnn/batch_normalization_52/ReadVariableOp" -> "985 maskrcnn/batch_normalization_52/FusedBatchNormV3"; -"979 maskrcnn/batch_normalization_52/ReadVariableOp_1/resource" -> "980 maskrcnn/batch_normalization_52/ReadVariableOp_1"; -"980 maskrcnn/batch_normalization_52/ReadVariableOp_1" -> "985 maskrcnn/batch_normalization_52/FusedBatchNormV3"; -"981 maskrcnn/batch_normalization_52/FusedBatchNormV3/ReadVariableOp/resource" -> "982 maskrcnn/batch_normalization_52/FusedBatchNormV3/ReadVariableOp"; -"982 maskrcnn/batch_normalization_52/FusedBatchNormV3/ReadVariableOp" -> "985 maskrcnn/batch_normalization_52/FusedBatchNormV3"; -"983 maskrcnn/batch_normalization_52/FusedBatchNormV3/ReadVariableOp_1/resource" -> "984 maskrcnn/batch_normalization_52/FusedBatchNormV3/ReadVariableOp_1"; -"984 maskrcnn/batch_normalization_52/FusedBatchNormV3/ReadVariableOp_1" -> "985 maskrcnn/batch_normalization_52/FusedBatchNormV3"; -"985 maskrcnn/batch_normalization_52/FusedBatchNormV3" -> "986 maskrcnn/tf.__operators__.add_15/AddV2"; -"986 maskrcnn/tf.__operators__.add_15/AddV2" -> "987 maskrcnn/tf.nn.relu_48/Relu"; -"987 maskrcnn/tf.nn.relu_48/Relu" -> "988 maskrcnn/tf.identity_5/Identity"; -"988 maskrcnn/tf.identity_5/Identity" -> "996 maskrcnn/l5/Conv2D"; -"989 maskrcnn/l5/Sigmoid/ReadVariableOp/resource" -> "990 maskrcnn/l5/Sigmoid/ReadVariableOp"; -"990 maskrcnn/l5/Sigmoid/ReadVariableOp" -> "991 maskrcnn/l5/Sigmoid"; -"991 maskrcnn/l5/Sigmoid" -> "992 maskrcnn/l5/Round"; -"992 maskrcnn/l5/Round" -> "995 maskrcnn/l5/mul"; -"993 maskrcnn/l5/ReadVariableOp/resource" -> "994 maskrcnn/l5/ReadVariableOp"; -"994 maskrcnn/l5/ReadVariableOp" -> "995 maskrcnn/l5/mul"; -"995 maskrcnn/l5/mul" -> "996 maskrcnn/l5/Conv2D"; -"996 maskrcnn/l5/Conv2D" -> "999 maskrcnn/l5/BiasAdd"; -"997 maskrcnn/l5/BiasAdd/ReadVariableOp/resource" -> "998 maskrcnn/l5/BiasAdd/ReadVariableOp"; -"998 maskrcnn/l5/BiasAdd/ReadVariableOp" -> "999 maskrcnn/l5/BiasAdd"; -"999 maskrcnn/l5/BiasAdd" -> "1003 maskrcnn/up_sampling2d/resize/ResizeNearestNeighbor"; -"999 maskrcnn/l5/BiasAdd" -> "1054 maskrcnn/post_hoc_d5/Conv2D"; -"1000 maskrcnn/up_sampling2d/Const" -> "1002 maskrcnn/up_sampling2d/mul"; -"1001 maskrcnn/up_sampling2d/Const_1" -> "1002 maskrcnn/up_sampling2d/mul"; -"1002 maskrcnn/up_sampling2d/mul" -> "1003 maskrcnn/up_sampling2d/resize/ResizeNearestNeighbor"; -"1003 maskrcnn/up_sampling2d/resize/ResizeNearestNeighbor" -> "1015 maskrcnn/tf.__operators__.add_16/AddV2"; -"1004 maskrcnn/l4/Sigmoid/ReadVariableOp/resource" -> "1005 maskrcnn/l4/Sigmoid/ReadVariableOp"; -"1005 maskrcnn/l4/Sigmoid/ReadVariableOp" -> "1006 maskrcnn/l4/Sigmoid"; -"1006 maskrcnn/l4/Sigmoid" -> "1007 maskrcnn/l4/Round"; -"1007 maskrcnn/l4/Round" -> "1010 maskrcnn/l4/mul"; -"1008 maskrcnn/l4/ReadVariableOp/resource" -> "1009 maskrcnn/l4/ReadVariableOp"; -"1009 maskrcnn/l4/ReadVariableOp" -> "1010 maskrcnn/l4/mul"; -"1010 maskrcnn/l4/mul" -> "1011 maskrcnn/l4/Conv2D"; -"1011 maskrcnn/l4/Conv2D" -> "1014 maskrcnn/l4/BiasAdd"; -"1012 maskrcnn/l4/BiasAdd/ReadVariableOp/resource" -> "1013 maskrcnn/l4/BiasAdd/ReadVariableOp"; -"1013 maskrcnn/l4/BiasAdd/ReadVariableOp" -> "1014 maskrcnn/l4/BiasAdd"; -"1014 maskrcnn/l4/BiasAdd" -> "1015 maskrcnn/tf.__operators__.add_16/AddV2"; -"1015 maskrcnn/tf.__operators__.add_16/AddV2" -> "1019 maskrcnn/up_sampling2d_1/resize/ResizeNearestNeighbor"; -"1015 maskrcnn/tf.__operators__.add_16/AddV2" -> "1077 maskrcnn/post_hoc_d4/Conv2D"; -"1016 maskrcnn/up_sampling2d_1/Const" -> "1018 maskrcnn/up_sampling2d_1/mul"; -"1017 maskrcnn/up_sampling2d_1/Const_1" -> "1018 maskrcnn/up_sampling2d_1/mul"; -"1018 maskrcnn/up_sampling2d_1/mul" -> "1019 maskrcnn/up_sampling2d_1/resize/ResizeNearestNeighbor"; -"1019 maskrcnn/up_sampling2d_1/resize/ResizeNearestNeighbor" -> "1031 maskrcnn/tf.__operators__.add_17/AddV2"; -"1020 maskrcnn/l3/Sigmoid/ReadVariableOp/resource" -> "1021 maskrcnn/l3/Sigmoid/ReadVariableOp"; -"1021 maskrcnn/l3/Sigmoid/ReadVariableOp" -> "1022 maskrcnn/l3/Sigmoid"; -"1022 maskrcnn/l3/Sigmoid" -> "1023 maskrcnn/l3/Round"; -"1023 maskrcnn/l3/Round" -> "1026 maskrcnn/l3/mul"; -"1024 maskrcnn/l3/ReadVariableOp/resource" -> "1025 maskrcnn/l3/ReadVariableOp"; -"1025 maskrcnn/l3/ReadVariableOp" -> "1026 maskrcnn/l3/mul"; -"1026 maskrcnn/l3/mul" -> "1027 maskrcnn/l3/Conv2D"; -"1027 maskrcnn/l3/Conv2D" -> "1030 maskrcnn/l3/BiasAdd"; -"1028 maskrcnn/l3/BiasAdd/ReadVariableOp/resource" -> "1029 maskrcnn/l3/BiasAdd/ReadVariableOp"; -"1029 maskrcnn/l3/BiasAdd/ReadVariableOp" -> "1030 maskrcnn/l3/BiasAdd"; -"1030 maskrcnn/l3/BiasAdd" -> "1031 maskrcnn/tf.__operators__.add_17/AddV2"; -"1031 maskrcnn/tf.__operators__.add_17/AddV2" -> "1035 maskrcnn/up_sampling2d_2/resize/ResizeNearestNeighbor"; -"1031 maskrcnn/tf.__operators__.add_17/AddV2" -> "1088 maskrcnn/post_hoc_d3/Conv2D"; -"1032 maskrcnn/up_sampling2d_2/Const" -> "1034 maskrcnn/up_sampling2d_2/mul"; -"1033 maskrcnn/up_sampling2d_2/Const_1" -> "1034 maskrcnn/up_sampling2d_2/mul"; -"1034 maskrcnn/up_sampling2d_2/mul" -> "1035 maskrcnn/up_sampling2d_2/resize/ResizeNearestNeighbor"; -"1035 maskrcnn/up_sampling2d_2/resize/ResizeNearestNeighbor" -> "1058 maskrcnn/tf.__operators__.add_18/AddV2"; -"1036 maskrcnn/l2/Sigmoid/ReadVariableOp/resource" -> "1037 maskrcnn/l2/Sigmoid/ReadVariableOp"; -"1037 maskrcnn/l2/Sigmoid/ReadVariableOp" -> "1038 maskrcnn/l2/Sigmoid"; -"1038 maskrcnn/l2/Sigmoid" -> "1039 maskrcnn/l2/Round"; -"1039 maskrcnn/l2/Round" -> "1042 maskrcnn/l2/mul"; -"1040 maskrcnn/l2/ReadVariableOp/resource" -> "1041 maskrcnn/l2/ReadVariableOp"; -"1041 maskrcnn/l2/ReadVariableOp" -> "1042 maskrcnn/l2/mul"; -"1042 maskrcnn/l2/mul" -> "1043 maskrcnn/l2/Conv2D"; -"1043 maskrcnn/l2/Conv2D" -> "1046 maskrcnn/l2/BiasAdd"; -"1044 maskrcnn/l2/BiasAdd/ReadVariableOp/resource" -> "1045 maskrcnn/l2/BiasAdd/ReadVariableOp"; -"1045 maskrcnn/l2/BiasAdd/ReadVariableOp" -> "1046 maskrcnn/l2/BiasAdd"; -"1046 maskrcnn/l2/BiasAdd" -> "1058 maskrcnn/tf.__operators__.add_18/AddV2"; -"1047 maskrcnn/post_hoc_d5/Sigmoid/ReadVariableOp/resource" -> "1048 maskrcnn/post_hoc_d5/Sigmoid/ReadVariableOp"; -"1048 maskrcnn/post_hoc_d5/Sigmoid/ReadVariableOp" -> "1049 maskrcnn/post_hoc_d5/Sigmoid"; -"1049 maskrcnn/post_hoc_d5/Sigmoid" -> "1050 maskrcnn/post_hoc_d5/Round"; -"1050 maskrcnn/post_hoc_d5/Round" -> "1053 maskrcnn/post_hoc_d5/mul"; -"1051 maskrcnn/post_hoc_d5/ReadVariableOp/resource" -> "1052 maskrcnn/post_hoc_d5/ReadVariableOp"; -"1052 maskrcnn/post_hoc_d5/ReadVariableOp" -> "1053 maskrcnn/post_hoc_d5/mul"; -"1053 maskrcnn/post_hoc_d5/mul" -> "1054 maskrcnn/post_hoc_d5/Conv2D"; -"1054 maskrcnn/post_hoc_d5/Conv2D" -> "1057 maskrcnn/post_hoc_d5/BiasAdd"; -"1055 maskrcnn/post_hoc_d5/BiasAdd/ReadVariableOp/resource" -> "1056 maskrcnn/post_hoc_d5/BiasAdd/ReadVariableOp"; -"1056 maskrcnn/post_hoc_d5/BiasAdd/ReadVariableOp" -> "1057 maskrcnn/post_hoc_d5/BiasAdd"; -"1057 maskrcnn/post_hoc_d5/BiasAdd" -> "1066 maskrcnn/p6/Conv2D"; -"1057 maskrcnn/post_hoc_d5/BiasAdd" -> "1120 maskrcnn/p5-bn/FusedBatchNormV3"; -"1058 maskrcnn/tf.__operators__.add_18/AddV2" -> "1099 maskrcnn/post_hoc_d2/Conv2D"; -"1059 maskrcnn/p6/Sigmoid/ReadVariableOp/resource" -> "1060 maskrcnn/p6/Sigmoid/ReadVariableOp"; -"1060 maskrcnn/p6/Sigmoid/ReadVariableOp" -> "1061 maskrcnn/p6/Sigmoid"; -"1061 maskrcnn/p6/Sigmoid" -> "1062 maskrcnn/p6/Round"; -"1062 maskrcnn/p6/Round" -> "1065 maskrcnn/p6/mul"; -"1063 maskrcnn/p6/ReadVariableOp/resource" -> "1064 maskrcnn/p6/ReadVariableOp"; -"1064 maskrcnn/p6/ReadVariableOp" -> "1065 maskrcnn/p6/mul"; -"1065 maskrcnn/p6/mul" -> "1066 maskrcnn/p6/Conv2D"; -"1066 maskrcnn/p6/Conv2D" -> "1069 maskrcnn/p6/BiasAdd"; -"1067 maskrcnn/p6/BiasAdd/ReadVariableOp/resource" -> "1068 maskrcnn/p6/BiasAdd/ReadVariableOp"; -"1068 maskrcnn/p6/BiasAdd/ReadVariableOp" -> "1069 maskrcnn/p6/BiasAdd"; -"1069 maskrcnn/p6/BiasAdd" -> "1111 maskrcnn/p6-bn/FusedBatchNormV3"; -"1070 maskrcnn/post_hoc_d4/Sigmoid/ReadVariableOp/resource" -> "1071 maskrcnn/post_hoc_d4/Sigmoid/ReadVariableOp"; -"1071 maskrcnn/post_hoc_d4/Sigmoid/ReadVariableOp" -> "1072 maskrcnn/post_hoc_d4/Sigmoid"; -"1072 maskrcnn/post_hoc_d4/Sigmoid" -> "1073 maskrcnn/post_hoc_d4/Round"; -"1073 maskrcnn/post_hoc_d4/Round" -> "1076 maskrcnn/post_hoc_d4/mul"; -"1074 maskrcnn/post_hoc_d4/ReadVariableOp/resource" -> "1075 maskrcnn/post_hoc_d4/ReadVariableOp"; -"1075 maskrcnn/post_hoc_d4/ReadVariableOp" -> "1076 maskrcnn/post_hoc_d4/mul"; -"1076 maskrcnn/post_hoc_d4/mul" -> "1077 maskrcnn/post_hoc_d4/Conv2D"; -"1077 maskrcnn/post_hoc_d4/Conv2D" -> "1080 maskrcnn/post_hoc_d4/BiasAdd"; -"1078 maskrcnn/post_hoc_d4/BiasAdd/ReadVariableOp/resource" -> "1079 maskrcnn/post_hoc_d4/BiasAdd/ReadVariableOp"; -"1079 maskrcnn/post_hoc_d4/BiasAdd/ReadVariableOp" -> "1080 maskrcnn/post_hoc_d4/BiasAdd"; -"1080 maskrcnn/post_hoc_d4/BiasAdd" -> "1129 maskrcnn/p4-bn/FusedBatchNormV3"; -"1081 maskrcnn/post_hoc_d3/Sigmoid/ReadVariableOp/resource" -> "1082 maskrcnn/post_hoc_d3/Sigmoid/ReadVariableOp"; -"1082 maskrcnn/post_hoc_d3/Sigmoid/ReadVariableOp" -> "1083 maskrcnn/post_hoc_d3/Sigmoid"; -"1083 maskrcnn/post_hoc_d3/Sigmoid" -> "1084 maskrcnn/post_hoc_d3/Round"; -"1084 maskrcnn/post_hoc_d3/Round" -> "1087 maskrcnn/post_hoc_d3/mul"; -"1085 maskrcnn/post_hoc_d3/ReadVariableOp/resource" -> "1086 maskrcnn/post_hoc_d3/ReadVariableOp"; -"1086 maskrcnn/post_hoc_d3/ReadVariableOp" -> "1087 maskrcnn/post_hoc_d3/mul"; -"1087 maskrcnn/post_hoc_d3/mul" -> "1088 maskrcnn/post_hoc_d3/Conv2D"; -"1088 maskrcnn/post_hoc_d3/Conv2D" -> "1091 maskrcnn/post_hoc_d3/BiasAdd"; -"1089 maskrcnn/post_hoc_d3/BiasAdd/ReadVariableOp/resource" -> "1090 maskrcnn/post_hoc_d3/BiasAdd/ReadVariableOp"; -"1090 maskrcnn/post_hoc_d3/BiasAdd/ReadVariableOp" -> "1091 maskrcnn/post_hoc_d3/BiasAdd"; -"1091 maskrcnn/post_hoc_d3/BiasAdd" -> "1138 maskrcnn/p3-bn/FusedBatchNormV3"; -"1092 maskrcnn/post_hoc_d2/Sigmoid/ReadVariableOp/resource" -> "1093 maskrcnn/post_hoc_d2/Sigmoid/ReadVariableOp"; -"1093 maskrcnn/post_hoc_d2/Sigmoid/ReadVariableOp" -> "1094 maskrcnn/post_hoc_d2/Sigmoid"; -"1094 maskrcnn/post_hoc_d2/Sigmoid" -> "1095 maskrcnn/post_hoc_d2/Round"; -"1095 maskrcnn/post_hoc_d2/Round" -> "1098 maskrcnn/post_hoc_d2/mul"; -"1096 maskrcnn/post_hoc_d2/ReadVariableOp/resource" -> "1097 maskrcnn/post_hoc_d2/ReadVariableOp"; -"1097 maskrcnn/post_hoc_d2/ReadVariableOp" -> "1098 maskrcnn/post_hoc_d2/mul"; -"1098 maskrcnn/post_hoc_d2/mul" -> "1099 maskrcnn/post_hoc_d2/Conv2D"; -"1099 maskrcnn/post_hoc_d2/Conv2D" -> "1102 maskrcnn/post_hoc_d2/BiasAdd"; -"1100 maskrcnn/post_hoc_d2/BiasAdd/ReadVariableOp/resource" -> "1101 maskrcnn/post_hoc_d2/BiasAdd/ReadVariableOp"; -"1101 maskrcnn/post_hoc_d2/BiasAdd/ReadVariableOp" -> "1102 maskrcnn/post_hoc_d2/BiasAdd"; -"1102 maskrcnn/post_hoc_d2/BiasAdd" -> "1147 maskrcnn/p2-bn/FusedBatchNormV3"; -"1103 maskrcnn/p6-bn/ReadVariableOp/resource" -> "1104 maskrcnn/p6-bn/ReadVariableOp"; -"1104 maskrcnn/p6-bn/ReadVariableOp" -> "1111 maskrcnn/p6-bn/FusedBatchNormV3"; -"1105 maskrcnn/p6-bn/ReadVariableOp_1/resource" -> "1106 maskrcnn/p6-bn/ReadVariableOp_1"; -"1106 maskrcnn/p6-bn/ReadVariableOp_1" -> "1111 maskrcnn/p6-bn/FusedBatchNormV3"; -"1107 maskrcnn/p6-bn/FusedBatchNormV3/ReadVariableOp/resource" -> "1108 maskrcnn/p6-bn/FusedBatchNormV3/ReadVariableOp"; -"1108 maskrcnn/p6-bn/FusedBatchNormV3/ReadVariableOp" -> "1111 maskrcnn/p6-bn/FusedBatchNormV3"; -"1109 maskrcnn/p6-bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1110 maskrcnn/p6-bn/FusedBatchNormV3/ReadVariableOp_1"; -"1110 maskrcnn/p6-bn/FusedBatchNormV3/ReadVariableOp_1" -> "1111 maskrcnn/p6-bn/FusedBatchNormV3"; -"1111 maskrcnn/p6-bn/FusedBatchNormV3" -> "1155 maskrcnn/rpn/Conv2D"; -"1111 maskrcnn/p6-bn/FusedBatchNormV3" -> "2053 maskrcnn/tf.reshape_18/Reshape"; -"1111 maskrcnn/p6-bn/FusedBatchNormV3" -> "2838 maskrcnn/tf.reshape_47/Reshape"; -"1112 maskrcnn/p5-bn/ReadVariableOp/resource" -> "1113 maskrcnn/p5-bn/ReadVariableOp"; -"1113 maskrcnn/p5-bn/ReadVariableOp" -> "1120 maskrcnn/p5-bn/FusedBatchNormV3"; -"1114 maskrcnn/p5-bn/ReadVariableOp_1/resource" -> "1115 maskrcnn/p5-bn/ReadVariableOp_1"; -"1115 maskrcnn/p5-bn/ReadVariableOp_1" -> "1120 maskrcnn/p5-bn/FusedBatchNormV3"; -"1116 maskrcnn/p5-bn/FusedBatchNormV3/ReadVariableOp/resource" -> "1117 maskrcnn/p5-bn/FusedBatchNormV3/ReadVariableOp"; -"1117 maskrcnn/p5-bn/FusedBatchNormV3/ReadVariableOp" -> "1120 maskrcnn/p5-bn/FusedBatchNormV3"; -"1118 maskrcnn/p5-bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1119 maskrcnn/p5-bn/FusedBatchNormV3/ReadVariableOp_1"; -"1119 maskrcnn/p5-bn/FusedBatchNormV3/ReadVariableOp_1" -> "1120 maskrcnn/p5-bn/FusedBatchNormV3"; -"1120 maskrcnn/p5-bn/FusedBatchNormV3" -> "1165 maskrcnn/rpn/Conv2D_1"; -"1120 maskrcnn/p5-bn/FusedBatchNormV3" -> "2051 maskrcnn/tf.reshape_16/Reshape"; -"1120 maskrcnn/p5-bn/FusedBatchNormV3" -> "2836 maskrcnn/tf.reshape_45/Reshape"; -"1121 maskrcnn/p4-bn/ReadVariableOp/resource" -> "1122 maskrcnn/p4-bn/ReadVariableOp"; -"1122 maskrcnn/p4-bn/ReadVariableOp" -> "1129 maskrcnn/p4-bn/FusedBatchNormV3"; -"1123 maskrcnn/p4-bn/ReadVariableOp_1/resource" -> "1124 maskrcnn/p4-bn/ReadVariableOp_1"; -"1124 maskrcnn/p4-bn/ReadVariableOp_1" -> "1129 maskrcnn/p4-bn/FusedBatchNormV3"; -"1125 maskrcnn/p4-bn/FusedBatchNormV3/ReadVariableOp/resource" -> "1126 maskrcnn/p4-bn/FusedBatchNormV3/ReadVariableOp"; -"1126 maskrcnn/p4-bn/FusedBatchNormV3/ReadVariableOp" -> "1129 maskrcnn/p4-bn/FusedBatchNormV3"; -"1127 maskrcnn/p4-bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1128 maskrcnn/p4-bn/FusedBatchNormV3/ReadVariableOp_1"; -"1128 maskrcnn/p4-bn/FusedBatchNormV3/ReadVariableOp_1" -> "1129 maskrcnn/p4-bn/FusedBatchNormV3"; -"1129 maskrcnn/p4-bn/FusedBatchNormV3" -> "1174 maskrcnn/rpn/Conv2D_2"; -"1129 maskrcnn/p4-bn/FusedBatchNormV3" -> "2049 maskrcnn/tf.reshape_14/Reshape"; -"1129 maskrcnn/p4-bn/FusedBatchNormV3" -> "2834 maskrcnn/tf.reshape_43/Reshape"; -"1130 maskrcnn/p3-bn/ReadVariableOp/resource" -> "1131 maskrcnn/p3-bn/ReadVariableOp"; -"1131 maskrcnn/p3-bn/ReadVariableOp" -> "1138 maskrcnn/p3-bn/FusedBatchNormV3"; -"1132 maskrcnn/p3-bn/ReadVariableOp_1/resource" -> "1133 maskrcnn/p3-bn/ReadVariableOp_1"; -"1133 maskrcnn/p3-bn/ReadVariableOp_1" -> "1138 maskrcnn/p3-bn/FusedBatchNormV3"; -"1134 maskrcnn/p3-bn/FusedBatchNormV3/ReadVariableOp/resource" -> "1135 maskrcnn/p3-bn/FusedBatchNormV3/ReadVariableOp"; -"1135 maskrcnn/p3-bn/FusedBatchNormV3/ReadVariableOp" -> "1138 maskrcnn/p3-bn/FusedBatchNormV3"; -"1136 maskrcnn/p3-bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1137 maskrcnn/p3-bn/FusedBatchNormV3/ReadVariableOp_1"; -"1137 maskrcnn/p3-bn/FusedBatchNormV3/ReadVariableOp_1" -> "1138 maskrcnn/p3-bn/FusedBatchNormV3"; -"1138 maskrcnn/p3-bn/FusedBatchNormV3" -> "1183 maskrcnn/rpn/Conv2D_3"; -"1138 maskrcnn/p3-bn/FusedBatchNormV3" -> "2047 maskrcnn/tf.reshape_12/Reshape"; -"1138 maskrcnn/p3-bn/FusedBatchNormV3" -> "2832 maskrcnn/tf.reshape_41/Reshape"; -"1139 maskrcnn/p2-bn/ReadVariableOp/resource" -> "1140 maskrcnn/p2-bn/ReadVariableOp"; -"1140 maskrcnn/p2-bn/ReadVariableOp" -> "1147 maskrcnn/p2-bn/FusedBatchNormV3"; -"1141 maskrcnn/p2-bn/ReadVariableOp_1/resource" -> "1142 maskrcnn/p2-bn/ReadVariableOp_1"; -"1142 maskrcnn/p2-bn/ReadVariableOp_1" -> "1147 maskrcnn/p2-bn/FusedBatchNormV3"; -"1143 maskrcnn/p2-bn/FusedBatchNormV3/ReadVariableOp/resource" -> "1144 maskrcnn/p2-bn/FusedBatchNormV3/ReadVariableOp"; -"1144 maskrcnn/p2-bn/FusedBatchNormV3/ReadVariableOp" -> "1147 maskrcnn/p2-bn/FusedBatchNormV3"; -"1145 maskrcnn/p2-bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1146 maskrcnn/p2-bn/FusedBatchNormV3/ReadVariableOp_1"; -"1146 maskrcnn/p2-bn/FusedBatchNormV3/ReadVariableOp_1" -> "1147 maskrcnn/p2-bn/FusedBatchNormV3"; -"1147 maskrcnn/p2-bn/FusedBatchNormV3" -> "1192 maskrcnn/rpn/Conv2D_4"; -"1147 maskrcnn/p2-bn/FusedBatchNormV3" -> "2045 maskrcnn/tf.reshape_10/Reshape"; -"1147 maskrcnn/p2-bn/FusedBatchNormV3" -> "2830 maskrcnn/tf.reshape_39/Reshape"; -"1148 maskrcnn/rpn/Sigmoid/ReadVariableOp/resource" -> "1149 maskrcnn/rpn/Sigmoid/ReadVariableOp"; -"1148 maskrcnn/rpn/Sigmoid/ReadVariableOp/resource" -> "1160 maskrcnn/rpn/Sigmoid_1/ReadVariableOp"; -"1148 maskrcnn/rpn/Sigmoid/ReadVariableOp/resource" -> "1169 maskrcnn/rpn/Sigmoid_2/ReadVariableOp"; -"1148 maskrcnn/rpn/Sigmoid/ReadVariableOp/resource" -> "1178 maskrcnn/rpn/Sigmoid_3/ReadVariableOp"; -"1148 maskrcnn/rpn/Sigmoid/ReadVariableOp/resource" -> "1187 maskrcnn/rpn/Sigmoid_4/ReadVariableOp"; -"1149 maskrcnn/rpn/Sigmoid/ReadVariableOp" -> "1150 maskrcnn/rpn/Sigmoid"; -"1150 maskrcnn/rpn/Sigmoid" -> "1151 maskrcnn/rpn/Round"; -"1151 maskrcnn/rpn/Round" -> "1154 maskrcnn/rpn/mul"; -"1152 maskrcnn/rpn/ReadVariableOp/resource" -> "1153 maskrcnn/rpn/ReadVariableOp"; -"1152 maskrcnn/rpn/ReadVariableOp/resource" -> "1163 maskrcnn/rpn/ReadVariableOp_1"; -"1152 maskrcnn/rpn/ReadVariableOp/resource" -> "1172 maskrcnn/rpn/ReadVariableOp_2"; -"1152 maskrcnn/rpn/ReadVariableOp/resource" -> "1181 maskrcnn/rpn/ReadVariableOp_3"; -"1152 maskrcnn/rpn/ReadVariableOp/resource" -> "1190 maskrcnn/rpn/ReadVariableOp_4"; -"1153 maskrcnn/rpn/ReadVariableOp" -> "1154 maskrcnn/rpn/mul"; -"1154 maskrcnn/rpn/mul" -> "1155 maskrcnn/rpn/Conv2D"; -"1155 maskrcnn/rpn/Conv2D" -> "1158 maskrcnn/rpn/BiasAdd"; -"1156 maskrcnn/rpn/BiasAdd/ReadVariableOp/resource" -> "1157 maskrcnn/rpn/BiasAdd/ReadVariableOp"; -"1156 maskrcnn/rpn/BiasAdd/ReadVariableOp/resource" -> "1166 maskrcnn/rpn/BiasAdd_1/ReadVariableOp"; -"1156 maskrcnn/rpn/BiasAdd/ReadVariableOp/resource" -> "1175 maskrcnn/rpn/BiasAdd_2/ReadVariableOp"; -"1156 maskrcnn/rpn/BiasAdd/ReadVariableOp/resource" -> "1184 maskrcnn/rpn/BiasAdd_3/ReadVariableOp"; -"1156 maskrcnn/rpn/BiasAdd/ReadVariableOp/resource" -> "1193 maskrcnn/rpn/BiasAdd_4/ReadVariableOp"; -"1157 maskrcnn/rpn/BiasAdd/ReadVariableOp" -> "1158 maskrcnn/rpn/BiasAdd"; -"1158 maskrcnn/rpn/BiasAdd" -> "1159 maskrcnn/rpn/Relu"; -"1159 maskrcnn/rpn/Relu" -> "1203 maskrcnn/rpn-box/Conv2D"; -"1159 maskrcnn/rpn/Relu" -> "1537 maskrcnn/rpn-class/Conv2D"; -"1160 maskrcnn/rpn/Sigmoid_1/ReadVariableOp" -> "1161 maskrcnn/rpn/Sigmoid_1"; -"1161 maskrcnn/rpn/Sigmoid_1" -> "1162 maskrcnn/rpn/Round_1"; -"1162 maskrcnn/rpn/Round_1" -> "1164 maskrcnn/rpn/mul_1"; -"1163 maskrcnn/rpn/ReadVariableOp_1" -> "1164 maskrcnn/rpn/mul_1"; -"1164 maskrcnn/rpn/mul_1" -> "1165 maskrcnn/rpn/Conv2D_1"; -"1165 maskrcnn/rpn/Conv2D_1" -> "1167 maskrcnn/rpn/BiasAdd_1"; -"1166 maskrcnn/rpn/BiasAdd_1/ReadVariableOp" -> "1167 maskrcnn/rpn/BiasAdd_1"; -"1167 maskrcnn/rpn/BiasAdd_1" -> "1168 maskrcnn/rpn/Relu_1"; -"1168 maskrcnn/rpn/Relu_1" -> "1212 maskrcnn/rpn-box/Conv2D_1"; -"1168 maskrcnn/rpn/Relu_1" -> "1546 maskrcnn/rpn-class/Conv2D_1"; -"1169 maskrcnn/rpn/Sigmoid_2/ReadVariableOp" -> "1170 maskrcnn/rpn/Sigmoid_2"; -"1170 maskrcnn/rpn/Sigmoid_2" -> "1171 maskrcnn/rpn/Round_2"; -"1171 maskrcnn/rpn/Round_2" -> "1173 maskrcnn/rpn/mul_2"; -"1172 maskrcnn/rpn/ReadVariableOp_2" -> "1173 maskrcnn/rpn/mul_2"; -"1173 maskrcnn/rpn/mul_2" -> "1174 maskrcnn/rpn/Conv2D_2"; -"1174 maskrcnn/rpn/Conv2D_2" -> "1176 maskrcnn/rpn/BiasAdd_2"; -"1175 maskrcnn/rpn/BiasAdd_2/ReadVariableOp" -> "1176 maskrcnn/rpn/BiasAdd_2"; -"1176 maskrcnn/rpn/BiasAdd_2" -> "1177 maskrcnn/rpn/Relu_2"; -"1177 maskrcnn/rpn/Relu_2" -> "1220 maskrcnn/rpn-box/Conv2D_2"; -"1177 maskrcnn/rpn/Relu_2" -> "1554 maskrcnn/rpn-class/Conv2D_2"; -"1178 maskrcnn/rpn/Sigmoid_3/ReadVariableOp" -> "1179 maskrcnn/rpn/Sigmoid_3"; -"1179 maskrcnn/rpn/Sigmoid_3" -> "1180 maskrcnn/rpn/Round_3"; -"1180 maskrcnn/rpn/Round_3" -> "1182 maskrcnn/rpn/mul_3"; -"1181 maskrcnn/rpn/ReadVariableOp_3" -> "1182 maskrcnn/rpn/mul_3"; -"1182 maskrcnn/rpn/mul_3" -> "1183 maskrcnn/rpn/Conv2D_3"; -"1183 maskrcnn/rpn/Conv2D_3" -> "1185 maskrcnn/rpn/BiasAdd_3"; -"1184 maskrcnn/rpn/BiasAdd_3/ReadVariableOp" -> "1185 maskrcnn/rpn/BiasAdd_3"; -"1185 maskrcnn/rpn/BiasAdd_3" -> "1186 maskrcnn/rpn/Relu_3"; -"1186 maskrcnn/rpn/Relu_3" -> "1228 maskrcnn/rpn-box/Conv2D_3"; -"1186 maskrcnn/rpn/Relu_3" -> "1562 maskrcnn/rpn-class/Conv2D_3"; -"1187 maskrcnn/rpn/Sigmoid_4/ReadVariableOp" -> "1188 maskrcnn/rpn/Sigmoid_4"; -"1188 maskrcnn/rpn/Sigmoid_4" -> "1189 maskrcnn/rpn/Round_4"; -"1189 maskrcnn/rpn/Round_4" -> "1191 maskrcnn/rpn/mul_4"; -"1190 maskrcnn/rpn/ReadVariableOp_4" -> "1191 maskrcnn/rpn/mul_4"; -"1191 maskrcnn/rpn/mul_4" -> "1192 maskrcnn/rpn/Conv2D_4"; -"1192 maskrcnn/rpn/Conv2D_4" -> "1194 maskrcnn/rpn/BiasAdd_4"; -"1193 maskrcnn/rpn/BiasAdd_4/ReadVariableOp" -> "1194 maskrcnn/rpn/BiasAdd_4"; -"1194 maskrcnn/rpn/BiasAdd_4" -> "1195 maskrcnn/rpn/Relu_4"; -"1195 maskrcnn/rpn/Relu_4" -> "1236 maskrcnn/rpn-box/Conv2D_4"; -"1195 maskrcnn/rpn/Relu_4" -> "1570 maskrcnn/rpn-class/Conv2D_4"; -"1196 maskrcnn/rpn-box/Sigmoid/ReadVariableOp/resource" -> "1197 maskrcnn/rpn-box/Sigmoid/ReadVariableOp"; -"1196 maskrcnn/rpn-box/Sigmoid/ReadVariableOp/resource" -> "1207 maskrcnn/rpn-box/Sigmoid_1/ReadVariableOp"; -"1196 maskrcnn/rpn-box/Sigmoid/ReadVariableOp/resource" -> "1215 maskrcnn/rpn-box/Sigmoid_2/ReadVariableOp"; -"1196 maskrcnn/rpn-box/Sigmoid/ReadVariableOp/resource" -> "1223 maskrcnn/rpn-box/Sigmoid_3/ReadVariableOp"; -"1196 maskrcnn/rpn-box/Sigmoid/ReadVariableOp/resource" -> "1231 maskrcnn/rpn-box/Sigmoid_4/ReadVariableOp"; -"1197 maskrcnn/rpn-box/Sigmoid/ReadVariableOp" -> "1198 maskrcnn/rpn-box/Sigmoid"; -"1198 maskrcnn/rpn-box/Sigmoid" -> "1199 maskrcnn/rpn-box/Round"; -"1199 maskrcnn/rpn-box/Round" -> "1202 maskrcnn/rpn-box/mul"; -"1200 maskrcnn/rpn-box/ReadVariableOp/resource" -> "1201 maskrcnn/rpn-box/ReadVariableOp"; -"1200 maskrcnn/rpn-box/ReadVariableOp/resource" -> "1210 maskrcnn/rpn-box/ReadVariableOp_1"; -"1200 maskrcnn/rpn-box/ReadVariableOp/resource" -> "1218 maskrcnn/rpn-box/ReadVariableOp_2"; -"1200 maskrcnn/rpn-box/ReadVariableOp/resource" -> "1226 maskrcnn/rpn-box/ReadVariableOp_3"; -"1200 maskrcnn/rpn-box/ReadVariableOp/resource" -> "1234 maskrcnn/rpn-box/ReadVariableOp_4"; -"1201 maskrcnn/rpn-box/ReadVariableOp" -> "1202 maskrcnn/rpn-box/mul"; -"1202 maskrcnn/rpn-box/mul" -> "1203 maskrcnn/rpn-box/Conv2D"; -"1203 maskrcnn/rpn-box/Conv2D" -> "1206 maskrcnn/rpn-box/BiasAdd"; -"1204 maskrcnn/rpn-box/BiasAdd/ReadVariableOp/resource" -> "1205 maskrcnn/rpn-box/BiasAdd/ReadVariableOp"; -"1204 maskrcnn/rpn-box/BiasAdd/ReadVariableOp/resource" -> "1213 maskrcnn/rpn-box/BiasAdd_1/ReadVariableOp"; -"1204 maskrcnn/rpn-box/BiasAdd/ReadVariableOp/resource" -> "1221 maskrcnn/rpn-box/BiasAdd_2/ReadVariableOp"; -"1204 maskrcnn/rpn-box/BiasAdd/ReadVariableOp/resource" -> "1229 maskrcnn/rpn-box/BiasAdd_3/ReadVariableOp"; -"1204 maskrcnn/rpn-box/BiasAdd/ReadVariableOp/resource" -> "1237 maskrcnn/rpn-box/BiasAdd_4/ReadVariableOp"; -"1205 maskrcnn/rpn-box/BiasAdd/ReadVariableOp" -> "1206 maskrcnn/rpn-box/BiasAdd"; -"1206 maskrcnn/rpn-box/BiasAdd" -> "1240 maskrcnn/tf.reshape_9/Reshape"; -"1206 maskrcnn/rpn-box/BiasAdd" -> "15964 Identity_11"; -"1207 maskrcnn/rpn-box/Sigmoid_1/ReadVariableOp" -> "1208 maskrcnn/rpn-box/Sigmoid_1"; -"1208 maskrcnn/rpn-box/Sigmoid_1" -> "1209 maskrcnn/rpn-box/Round_1"; -"1209 maskrcnn/rpn-box/Round_1" -> "1211 maskrcnn/rpn-box/mul_1"; -"1210 maskrcnn/rpn-box/ReadVariableOp_1" -> "1211 maskrcnn/rpn-box/mul_1"; -"1211 maskrcnn/rpn-box/mul_1" -> "1212 maskrcnn/rpn-box/Conv2D_1"; -"1212 maskrcnn/rpn-box/Conv2D_1" -> "1214 maskrcnn/rpn-box/BiasAdd_1"; -"1213 maskrcnn/rpn-box/BiasAdd_1/ReadVariableOp" -> "1214 maskrcnn/rpn-box/BiasAdd_1"; -"1214 maskrcnn/rpn-box/BiasAdd_1" -> "1242 maskrcnn/tf.reshape_7/Reshape"; -"1214 maskrcnn/rpn-box/BiasAdd_1" -> "15963 Identity_10"; -"1215 maskrcnn/rpn-box/Sigmoid_2/ReadVariableOp" -> "1216 maskrcnn/rpn-box/Sigmoid_2"; -"1216 maskrcnn/rpn-box/Sigmoid_2" -> "1217 maskrcnn/rpn-box/Round_2"; -"1217 maskrcnn/rpn-box/Round_2" -> "1219 maskrcnn/rpn-box/mul_2"; -"1218 maskrcnn/rpn-box/ReadVariableOp_2" -> "1219 maskrcnn/rpn-box/mul_2"; -"1219 maskrcnn/rpn-box/mul_2" -> "1220 maskrcnn/rpn-box/Conv2D_2"; -"1220 maskrcnn/rpn-box/Conv2D_2" -> "1222 maskrcnn/rpn-box/BiasAdd_2"; -"1221 maskrcnn/rpn-box/BiasAdd_2/ReadVariableOp" -> "1222 maskrcnn/rpn-box/BiasAdd_2"; -"1222 maskrcnn/rpn-box/BiasAdd_2" -> "1244 maskrcnn/tf.reshape_5/Reshape"; -"1222 maskrcnn/rpn-box/BiasAdd_2" -> "15962 Identity_9"; -"1223 maskrcnn/rpn-box/Sigmoid_3/ReadVariableOp" -> "1224 maskrcnn/rpn-box/Sigmoid_3"; -"1224 maskrcnn/rpn-box/Sigmoid_3" -> "1225 maskrcnn/rpn-box/Round_3"; -"1225 maskrcnn/rpn-box/Round_3" -> "1227 maskrcnn/rpn-box/mul_3"; -"1226 maskrcnn/rpn-box/ReadVariableOp_3" -> "1227 maskrcnn/rpn-box/mul_3"; -"1227 maskrcnn/rpn-box/mul_3" -> "1228 maskrcnn/rpn-box/Conv2D_3"; -"1228 maskrcnn/rpn-box/Conv2D_3" -> "1230 maskrcnn/rpn-box/BiasAdd_3"; -"1229 maskrcnn/rpn-box/BiasAdd_3/ReadVariableOp" -> "1230 maskrcnn/rpn-box/BiasAdd_3"; -"1230 maskrcnn/rpn-box/BiasAdd_3" -> "1246 maskrcnn/tf.reshape_3/Reshape"; -"1230 maskrcnn/rpn-box/BiasAdd_3" -> "15961 Identity_8"; -"1231 maskrcnn/rpn-box/Sigmoid_4/ReadVariableOp" -> "1232 maskrcnn/rpn-box/Sigmoid_4"; -"1232 maskrcnn/rpn-box/Sigmoid_4" -> "1233 maskrcnn/rpn-box/Round_4"; -"1233 maskrcnn/rpn-box/Round_4" -> "1235 maskrcnn/rpn-box/mul_4"; -"1234 maskrcnn/rpn-box/ReadVariableOp_4" -> "1235 maskrcnn/rpn-box/mul_4"; -"1235 maskrcnn/rpn-box/mul_4" -> "1236 maskrcnn/rpn-box/Conv2D_4"; -"1236 maskrcnn/rpn-box/Conv2D_4" -> "1238 maskrcnn/rpn-box/BiasAdd_4"; -"1237 maskrcnn/rpn-box/BiasAdd_4/ReadVariableOp" -> "1238 maskrcnn/rpn-box/BiasAdd_4"; -"1238 maskrcnn/rpn-box/BiasAdd_4" -> "1248 maskrcnn/tf.reshape_1/Reshape"; -"1238 maskrcnn/rpn-box/BiasAdd_4" -> "15960 Identity_7"; -"1239 maskrcnn/tf.reshape_9/Reshape/shape" -> "1240 maskrcnn/tf.reshape_9/Reshape"; -"1240 maskrcnn/tf.reshape_9/Reshape" -> "1252 maskrcnn/tf.__operators__.getitem_20/strided_slice"; -"1240 maskrcnn/tf.reshape_9/Reshape" -> "1256 maskrcnn/tf.__operators__.getitem_19/strided_slice"; -"1240 maskrcnn/tf.reshape_9/Reshape" -> "1313 maskrcnn/tf.__operators__.getitem_18/strided_slice"; -"1240 maskrcnn/tf.reshape_9/Reshape" -> "1318 maskrcnn/tf.__operators__.getitem_17/strided_slice"; -"1241 maskrcnn/tf.reshape_7/Reshape/shape" -> "1242 maskrcnn/tf.reshape_7/Reshape"; -"1242 maskrcnn/tf.reshape_7/Reshape" -> "1260 maskrcnn/tf.__operators__.getitem_16/strided_slice"; -"1242 maskrcnn/tf.reshape_7/Reshape" -> "1264 maskrcnn/tf.__operators__.getitem_15/strided_slice"; -"1242 maskrcnn/tf.reshape_7/Reshape" -> "1323 maskrcnn/tf.__operators__.getitem_14/strided_slice"; -"1242 maskrcnn/tf.reshape_7/Reshape" -> "1328 maskrcnn/tf.__operators__.getitem_13/strided_slice"; -"1243 maskrcnn/tf.reshape_5/Reshape/shape" -> "1244 maskrcnn/tf.reshape_5/Reshape"; -"1244 maskrcnn/tf.reshape_5/Reshape" -> "1268 maskrcnn/tf.__operators__.getitem_12/strided_slice"; -"1244 maskrcnn/tf.reshape_5/Reshape" -> "1272 maskrcnn/tf.__operators__.getitem_11/strided_slice"; -"1244 maskrcnn/tf.reshape_5/Reshape" -> "1333 maskrcnn/tf.__operators__.getitem_10/strided_slice"; -"1244 maskrcnn/tf.reshape_5/Reshape" -> "1338 maskrcnn/tf.__operators__.getitem_9/strided_slice"; -"1245 maskrcnn/tf.reshape_3/Reshape/shape" -> "1246 maskrcnn/tf.reshape_3/Reshape"; -"1246 maskrcnn/tf.reshape_3/Reshape" -> "1276 maskrcnn/tf.__operators__.getitem_8/strided_slice"; -"1246 maskrcnn/tf.reshape_3/Reshape" -> "1280 maskrcnn/tf.__operators__.getitem_7/strided_slice"; -"1246 maskrcnn/tf.reshape_3/Reshape" -> "1343 maskrcnn/tf.__operators__.getitem_6/strided_slice"; -"1246 maskrcnn/tf.reshape_3/Reshape" -> "1348 maskrcnn/tf.__operators__.getitem_5/strided_slice"; -"1247 maskrcnn/tf.reshape_1/Reshape/shape" -> "1248 maskrcnn/tf.reshape_1/Reshape"; -"1248 maskrcnn/tf.reshape_1/Reshape" -> "1284 maskrcnn/tf.__operators__.getitem_4/strided_slice"; -"1248 maskrcnn/tf.reshape_1/Reshape" -> "1288 maskrcnn/tf.__operators__.getitem_3/strided_slice"; -"1248 maskrcnn/tf.reshape_1/Reshape" -> "1353 maskrcnn/tf.__operators__.getitem_2/strided_slice"; -"1248 maskrcnn/tf.reshape_1/Reshape" -> "1358 maskrcnn/tf.__operators__.getitem_1/strided_slice"; -"1249 maskrcnn/tf.__operators__.getitem_20/strided_slice/stack" -> "1252 maskrcnn/tf.__operators__.getitem_20/strided_slice"; -"1250 maskrcnn/tf.__operators__.getitem_20/strided_slice/stack_1" -> "1252 maskrcnn/tf.__operators__.getitem_20/strided_slice"; -"1251 maskrcnn/tf.__operators__.getitem_20/strided_slice/stack_2" -> "1252 maskrcnn/tf.__operators__.getitem_20/strided_slice"; -"1252 maskrcnn/tf.__operators__.getitem_20/strided_slice" -> "1290 maskrcnn/tf.math.minimum_13/Minimum"; -"1253 maskrcnn/tf.__operators__.getitem_19/strided_slice/stack" -> "1256 maskrcnn/tf.__operators__.getitem_19/strided_slice"; -"1254 maskrcnn/tf.__operators__.getitem_19/strided_slice/stack_1" -> "1256 maskrcnn/tf.__operators__.getitem_19/strided_slice"; -"1255 maskrcnn/tf.__operators__.getitem_19/strided_slice/stack_2" -> "1256 maskrcnn/tf.__operators__.getitem_19/strided_slice"; -"1256 maskrcnn/tf.__operators__.getitem_19/strided_slice" -> "1292 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maskrcnn/rpn-class/Conv2D_3"; -"1562 maskrcnn/rpn-class/Conv2D_3" -> "1564 maskrcnn/rpn-class/BiasAdd_3"; -"1563 maskrcnn/rpn-class/BiasAdd_3/ReadVariableOp" -> "1564 maskrcnn/rpn-class/BiasAdd_3"; -"1564 maskrcnn/rpn-class/BiasAdd_3" -> "1598 maskrcnn/tf.reshape_2/Reshape"; -"1564 maskrcnn/rpn-class/BiasAdd_3" -> "15966 Identity_13"; -"1565 maskrcnn/rpn-class/Sigmoid_4/ReadVariableOp" -> "1566 maskrcnn/rpn-class/Sigmoid_4"; -"1566 maskrcnn/rpn-class/Sigmoid_4" -> "1567 maskrcnn/rpn-class/Round_4"; -"1567 maskrcnn/rpn-class/Round_4" -> "1569 maskrcnn/rpn-class/mul_4"; -"1568 maskrcnn/rpn-class/ReadVariableOp_4" -> "1569 maskrcnn/rpn-class/mul_4"; -"1569 maskrcnn/rpn-class/mul_4" -> "1570 maskrcnn/rpn-class/Conv2D_4"; -"1570 maskrcnn/rpn-class/Conv2D_4" -> "1572 maskrcnn/rpn-class/BiasAdd_4"; -"1571 maskrcnn/rpn-class/BiasAdd_4/ReadVariableOp" -> "1572 maskrcnn/rpn-class/BiasAdd_4"; -"1572 maskrcnn/rpn-class/BiasAdd_4" -> "1601 maskrcnn/tf.reshape/Reshape"; -"1572 maskrcnn/rpn-class/BiasAdd_4" -> "15965 Identity_12"; -"1573 maskrcnn/tf.concat_4/concat/axis" -> "1574 maskrcnn/tf.concat_4/concat"; -"1574 maskrcnn/tf.concat_4/concat" -> "1590 maskrcnn/tf.math.minimum_14/Minimum"; -"1575 maskrcnn/tf.stack_4/stack" -> "1590 maskrcnn/tf.math.minimum_14/Minimum"; -"1576 maskrcnn/tf.concat_3/concat/axis" -> "1577 maskrcnn/tf.concat_3/concat"; -"1577 maskrcnn/tf.concat_3/concat" -> "1593 maskrcnn/tf.math.minimum_11/Minimum"; -"1578 maskrcnn/tf.stack_3/stack" -> "1593 maskrcnn/tf.math.minimum_11/Minimum"; -"1579 maskrcnn/tf.concat_2/concat/axis" -> "1580 maskrcnn/tf.concat_2/concat"; -"1580 maskrcnn/tf.concat_2/concat" -> "1596 maskrcnn/tf.math.minimum_8/Minimum"; -"1581 maskrcnn/tf.stack_2/stack" -> "1596 maskrcnn/tf.math.minimum_8/Minimum"; -"1582 maskrcnn/tf.concat_1/concat/axis" -> "1583 maskrcnn/tf.concat_1/concat"; -"1583 maskrcnn/tf.concat_1/concat" -> "1599 maskrcnn/tf.math.minimum_5/Minimum"; -"1584 maskrcnn/tf.stack_1/stack" -> "1599 maskrcnn/tf.math.minimum_5/Minimum"; -"1585 maskrcnn/tf.concat/concat/axis" -> "1586 maskrcnn/tf.concat/concat"; -"1586 maskrcnn/tf.concat/concat" -> "1602 maskrcnn/tf.math.minimum_2/Minimum"; -"1587 maskrcnn/tf.stack/stack" -> "1602 maskrcnn/tf.math.minimum_2/Minimum"; -"1588 maskrcnn/tf.reshape_8/Reshape/shape" -> "1589 maskrcnn/tf.reshape_8/Reshape"; -"1589 maskrcnn/tf.reshape_8/Reshape" -> "1603 maskrcnn/tf.math.sigmoid_4/Sigmoid"; -"1590 maskrcnn/tf.math.minimum_14/Minimum" -> "1605 maskrcnn/tf.math.maximum_4/Maximum"; -"1591 maskrcnn/tf.reshape_6/Reshape/shape" -> "1592 maskrcnn/tf.reshape_6/Reshape"; -"1592 maskrcnn/tf.reshape_6/Reshape" -> "1606 maskrcnn/tf.math.sigmoid_3/Sigmoid"; -"1593 maskrcnn/tf.math.minimum_11/Minimum" -> "1608 maskrcnn/tf.math.maximum_3/Maximum"; -"1594 maskrcnn/tf.reshape_4/Reshape/shape" -> "1595 maskrcnn/tf.reshape_4/Reshape"; -"1595 maskrcnn/tf.reshape_4/Reshape" -> "1609 maskrcnn/tf.math.sigmoid_2/Sigmoid"; -"1596 maskrcnn/tf.math.minimum_8/Minimum" -> "1611 maskrcnn/tf.math.maximum_2/Maximum"; -"1597 maskrcnn/tf.reshape_2/Reshape/shape" -> "1598 maskrcnn/tf.reshape_2/Reshape"; -"1598 maskrcnn/tf.reshape_2/Reshape" -> "1612 maskrcnn/tf.math.sigmoid_1/Sigmoid"; -"1599 maskrcnn/tf.math.minimum_5/Minimum" -> "1614 maskrcnn/tf.math.maximum_1/Maximum"; -"1600 maskrcnn/tf.reshape/Reshape/shape" -> "1601 maskrcnn/tf.reshape/Reshape"; -"1601 maskrcnn/tf.reshape/Reshape" -> "1615 maskrcnn/tf.math.sigmoid/Sigmoid"; -"1602 maskrcnn/tf.math.minimum_2/Minimum" -> "1617 maskrcnn/tf.math.maximum/Maximum"; -"1603 maskrcnn/tf.math.sigmoid_4/Sigmoid" -> "1621 maskrcnn/tf.expand_dims_10/ExpandDims"; -"1604 maskrcnn/tf.math.maximum_4/Maximum/y" -> "1605 maskrcnn/tf.math.maximum_4/Maximum"; -"1605 maskrcnn/tf.math.maximum_4/Maximum" -> "1619 maskrcnn/tf.expand_dims_9/ExpandDims"; -"1606 maskrcnn/tf.math.sigmoid_3/Sigmoid" -> "1625 maskrcnn/tf.expand_dims_8/ExpandDims"; -"1607 maskrcnn/tf.math.maximum_3/Maximum/y" -> "1608 maskrcnn/tf.math.maximum_3/Maximum"; -"1608 maskrcnn/tf.math.maximum_3/Maximum" -> "1623 maskrcnn/tf.expand_dims_7/ExpandDims"; -"1609 maskrcnn/tf.math.sigmoid_2/Sigmoid" -> "1629 maskrcnn/tf.expand_dims_6/ExpandDims"; -"1610 maskrcnn/tf.math.maximum_2/Maximum/y" -> "1611 maskrcnn/tf.math.maximum_2/Maximum"; -"1611 maskrcnn/tf.math.maximum_2/Maximum" -> "1627 maskrcnn/tf.expand_dims_5/ExpandDims"; -"1612 maskrcnn/tf.math.sigmoid_1/Sigmoid" -> "1633 maskrcnn/tf.expand_dims_4/ExpandDims"; -"1613 maskrcnn/tf.math.maximum_1/Maximum/y" -> "1614 maskrcnn/tf.math.maximum_1/Maximum"; -"1614 maskrcnn/tf.math.maximum_1/Maximum" -> "1631 maskrcnn/tf.expand_dims_3/ExpandDims"; -"1615 maskrcnn/tf.math.sigmoid/Sigmoid" -> "1637 maskrcnn/tf.expand_dims_2/ExpandDims"; -"1616 maskrcnn/tf.math.maximum/Maximum/y" -> "1617 maskrcnn/tf.math.maximum/Maximum"; -"1617 maskrcnn/tf.math.maximum/Maximum" -> "1635 maskrcnn/tf.expand_dims_1/ExpandDims"; -"1618 maskrcnn/tf.expand_dims_9/ExpandDims/dim" -> "1619 maskrcnn/tf.expand_dims_9/ExpandDims"; -"1619 maskrcnn/tf.expand_dims_9/ExpandDims" -> "1662 maskrcnn/tf.image.combined_non_max_suppression_4/combined_non_max_suppression/CombinedNonMaxSuppression"; -"1620 maskrcnn/tf.expand_dims_10/ExpandDims/dim" -> "1621 maskrcnn/tf.expand_dims_10/ExpandDims"; -"1621 maskrcnn/tf.expand_dims_10/ExpandDims" -> "1662 maskrcnn/tf.image.combined_non_max_suppression_4/combined_non_max_suppression/CombinedNonMaxSuppression"; -"1622 maskrcnn/tf.expand_dims_7/ExpandDims/dim" -> "1623 maskrcnn/tf.expand_dims_7/ExpandDims"; -"1623 maskrcnn/tf.expand_dims_7/ExpandDims" -> "1657 maskrcnn/tf.image.combined_non_max_suppression_3/combined_non_max_suppression/CombinedNonMaxSuppression"; -"1624 maskrcnn/tf.expand_dims_8/ExpandDims/dim" -> "1625 maskrcnn/tf.expand_dims_8/ExpandDims"; -"1625 maskrcnn/tf.expand_dims_8/ExpandDims" -> "1657 maskrcnn/tf.image.combined_non_max_suppression_3/combined_non_max_suppression/CombinedNonMaxSuppression"; -"1626 maskrcnn/tf.expand_dims_5/ExpandDims/dim" -> "1627 maskrcnn/tf.expand_dims_5/ExpandDims"; -"1627 maskrcnn/tf.expand_dims_5/ExpandDims" -> "1652 maskrcnn/tf.image.combined_non_max_suppression_2/combined_non_max_suppression/CombinedNonMaxSuppression"; -"1628 maskrcnn/tf.expand_dims_6/ExpandDims/dim" -> "1629 maskrcnn/tf.expand_dims_6/ExpandDims"; -"1629 maskrcnn/tf.expand_dims_6/ExpandDims" -> "1652 maskrcnn/tf.image.combined_non_max_suppression_2/combined_non_max_suppression/CombinedNonMaxSuppression"; -"1630 maskrcnn/tf.expand_dims_3/ExpandDims/dim" -> "1631 maskrcnn/tf.expand_dims_3/ExpandDims"; -"1631 maskrcnn/tf.expand_dims_3/ExpandDims" -> "1647 maskrcnn/tf.image.combined_non_max_suppression_1/combined_non_max_suppression/CombinedNonMaxSuppression"; -"1632 maskrcnn/tf.expand_dims_4/ExpandDims/dim" -> "1633 maskrcnn/tf.expand_dims_4/ExpandDims"; -"1633 maskrcnn/tf.expand_dims_4/ExpandDims" -> "1647 maskrcnn/tf.image.combined_non_max_suppression_1/combined_non_max_suppression/CombinedNonMaxSuppression"; -"1634 maskrcnn/tf.expand_dims_1/ExpandDims/dim" -> "1635 maskrcnn/tf.expand_dims_1/ExpandDims"; -"1635 maskrcnn/tf.expand_dims_1/ExpandDims" -> "1642 maskrcnn/tf.image.combined_non_max_suppression/combined_non_max_suppression/CombinedNonMaxSuppression"; -"1636 maskrcnn/tf.expand_dims_2/ExpandDims/dim" -> "1637 maskrcnn/tf.expand_dims_2/ExpandDims"; -"1637 maskrcnn/tf.expand_dims_2/ExpandDims" -> "1642 maskrcnn/tf.image.combined_non_max_suppression/combined_non_max_suppression/CombinedNonMaxSuppression"; -"1638 maskrcnn/tf.image.combined_non_max_suppression/combined_non_max_suppression/iou_threshold" -> "1642 maskrcnn/tf.image.combined_non_max_suppression/combined_non_max_suppression/CombinedNonMaxSuppression"; -"1639 maskrcnn/tf.image.combined_non_max_suppression/combined_non_max_suppression/score_threshold" -> "1642 maskrcnn/tf.image.combined_non_max_suppression/combined_non_max_suppression/CombinedNonMaxSuppression"; -"1640 maskrcnn/tf.image.combined_non_max_suppression/combined_non_max_suppression/Const" -> "1642 maskrcnn/tf.image.combined_non_max_suppression/combined_non_max_suppression/CombinedNonMaxSuppression"; -"1641 maskrcnn/tf.image.combined_non_max_suppression/combined_non_max_suppression/CombinedNonMaxSuppression/max_output_size_per_class" -> "1642 maskrcnn/tf.image.combined_non_max_suppression/combined_non_max_suppression/CombinedNonMaxSuppression"; -"1642 maskrcnn/tf.image.combined_non_max_suppression/combined_non_max_suppression/CombinedNonMaxSuppression" -> "1664 maskrcnn/tf.concat_6/concat"; -"1642 maskrcnn/tf.image.combined_non_max_suppression/combined_non_max_suppression/CombinedNonMaxSuppression" -> "1687 maskrcnn/tf.concat_5/concat"; -"1643 maskrcnn/tf.image.combined_non_max_suppression_1/combined_non_max_suppression/iou_threshold" -> "1647 maskrcnn/tf.image.combined_non_max_suppression_1/combined_non_max_suppression/CombinedNonMaxSuppression"; -"1644 maskrcnn/tf.image.combined_non_max_suppression_1/combined_non_max_suppression/score_threshold" -> "1647 maskrcnn/tf.image.combined_non_max_suppression_1/combined_non_max_suppression/CombinedNonMaxSuppression"; -"1645 maskrcnn/tf.image.combined_non_max_suppression_1/combined_non_max_suppression/Const" -> "1647 maskrcnn/tf.image.combined_non_max_suppression_1/combined_non_max_suppression/CombinedNonMaxSuppression"; -"1646 maskrcnn/tf.image.combined_non_max_suppression_1/combined_non_max_suppression/CombinedNonMaxSuppression/max_output_size_per_class" -> "1647 maskrcnn/tf.image.combined_non_max_suppression_1/combined_non_max_suppression/CombinedNonMaxSuppression"; -"1647 maskrcnn/tf.image.combined_non_max_suppression_1/combined_non_max_suppression/CombinedNonMaxSuppression" -> "1664 maskrcnn/tf.concat_6/concat"; -"1647 maskrcnn/tf.image.combined_non_max_suppression_1/combined_non_max_suppression/CombinedNonMaxSuppression" -> "1687 maskrcnn/tf.concat_5/concat"; -"1648 maskrcnn/tf.image.combined_non_max_suppression_2/combined_non_max_suppression/iou_threshold" -> "1652 maskrcnn/tf.image.combined_non_max_suppression_2/combined_non_max_suppression/CombinedNonMaxSuppression"; -"1649 maskrcnn/tf.image.combined_non_max_suppression_2/combined_non_max_suppression/score_threshold" -> "1652 maskrcnn/tf.image.combined_non_max_suppression_2/combined_non_max_suppression/CombinedNonMaxSuppression"; -"1650 maskrcnn/tf.image.combined_non_max_suppression_2/combined_non_max_suppression/Const" -> "1652 maskrcnn/tf.image.combined_non_max_suppression_2/combined_non_max_suppression/CombinedNonMaxSuppression"; -"1651 maskrcnn/tf.image.combined_non_max_suppression_2/combined_non_max_suppression/CombinedNonMaxSuppression/max_output_size_per_class" -> "1652 maskrcnn/tf.image.combined_non_max_suppression_2/combined_non_max_suppression/CombinedNonMaxSuppression"; -"1652 maskrcnn/tf.image.combined_non_max_suppression_2/combined_non_max_suppression/CombinedNonMaxSuppression" -> "1664 maskrcnn/tf.concat_6/concat"; -"1652 maskrcnn/tf.image.combined_non_max_suppression_2/combined_non_max_suppression/CombinedNonMaxSuppression" -> "1687 maskrcnn/tf.concat_5/concat"; -"1653 maskrcnn/tf.image.combined_non_max_suppression_3/combined_non_max_suppression/iou_threshold" -> "1657 maskrcnn/tf.image.combined_non_max_suppression_3/combined_non_max_suppression/CombinedNonMaxSuppression"; -"1654 maskrcnn/tf.image.combined_non_max_suppression_3/combined_non_max_suppression/score_threshold" -> "1657 maskrcnn/tf.image.combined_non_max_suppression_3/combined_non_max_suppression/CombinedNonMaxSuppression"; -"1655 maskrcnn/tf.image.combined_non_max_suppression_3/combined_non_max_suppression/Const" -> "1657 maskrcnn/tf.image.combined_non_max_suppression_3/combined_non_max_suppression/CombinedNonMaxSuppression"; -"1656 maskrcnn/tf.image.combined_non_max_suppression_3/combined_non_max_suppression/CombinedNonMaxSuppression/max_output_size_per_class" -> "1657 maskrcnn/tf.image.combined_non_max_suppression_3/combined_non_max_suppression/CombinedNonMaxSuppression"; -"1657 maskrcnn/tf.image.combined_non_max_suppression_3/combined_non_max_suppression/CombinedNonMaxSuppression" -> "1664 maskrcnn/tf.concat_6/concat"; -"1657 maskrcnn/tf.image.combined_non_max_suppression_3/combined_non_max_suppression/CombinedNonMaxSuppression" -> "1687 maskrcnn/tf.concat_5/concat"; -"1658 maskrcnn/tf.image.combined_non_max_suppression_4/combined_non_max_suppression/iou_threshold" -> "1662 maskrcnn/tf.image.combined_non_max_suppression_4/combined_non_max_suppression/CombinedNonMaxSuppression"; -"1659 maskrcnn/tf.image.combined_non_max_suppression_4/combined_non_max_suppression/score_threshold" -> "1662 maskrcnn/tf.image.combined_non_max_suppression_4/combined_non_max_suppression/CombinedNonMaxSuppression"; -"1660 maskrcnn/tf.image.combined_non_max_suppression_4/combined_non_max_suppression/Const" -> "1662 maskrcnn/tf.image.combined_non_max_suppression_4/combined_non_max_suppression/CombinedNonMaxSuppression"; -"1661 maskrcnn/tf.image.combined_non_max_suppression_4/combined_non_max_suppression/CombinedNonMaxSuppression/max_output_size_per_class" -> "1662 maskrcnn/tf.image.combined_non_max_suppression_4/combined_non_max_suppression/CombinedNonMaxSuppression"; -"1662 maskrcnn/tf.image.combined_non_max_suppression_4/combined_non_max_suppression/CombinedNonMaxSuppression" -> "1664 maskrcnn/tf.concat_6/concat"; -"1662 maskrcnn/tf.image.combined_non_max_suppression_4/combined_non_max_suppression/CombinedNonMaxSuppression" -> "1687 maskrcnn/tf.concat_5/concat"; -"1663 maskrcnn/tf.concat_6/concat/axis" -> "1664 maskrcnn/tf.concat_6/concat"; -"1664 maskrcnn/tf.concat_6/concat" -> "1666 maskrcnn/tf.math.top_k/TopKV2"; -"1665 maskrcnn/tf.math.top_k/TopKV2/k" -> "1666 maskrcnn/tf.math.top_k/TopKV2"; -"1666 maskrcnn/tf.math.top_k/TopKV2" -> "1688 maskrcnn/tf.stack_5/stack"; -"1667 maskrcnn/tf.compat.v1.shape/Shape" -> "1671 maskrcnn/tf.__operators__.getitem_21/strided_slice"; -"1667 maskrcnn/tf.compat.v1.shape/Shape" -> "1675 maskrcnn/tf.__operators__.getitem_22/strided_slice"; -"1668 maskrcnn/tf.__operators__.getitem_21/strided_slice/stack" -> "1671 maskrcnn/tf.__operators__.getitem_21/strided_slice"; -"1669 maskrcnn/tf.__operators__.getitem_21/strided_slice/stack_1" -> "1671 maskrcnn/tf.__operators__.getitem_21/strided_slice"; -"1670 maskrcnn/tf.__operators__.getitem_21/strided_slice/stack_2" -> "1671 maskrcnn/tf.__operators__.getitem_21/strided_slice"; -"1671 maskrcnn/tf.__operators__.getitem_21/strided_slice" -> "1678 maskrcnn/tf.range/range"; -"1672 maskrcnn/tf.__operators__.getitem_22/strided_slice/stack" -> "1675 maskrcnn/tf.__operators__.getitem_22/strided_slice"; -"1673 maskrcnn/tf.__operators__.getitem_22/strided_slice/stack_1" -> "1675 maskrcnn/tf.__operators__.getitem_22/strided_slice"; -"1674 maskrcnn/tf.__operators__.getitem_22/strided_slice/stack_2" -> "1675 maskrcnn/tf.__operators__.getitem_22/strided_slice"; -"1675 maskrcnn/tf.__operators__.getitem_22/strided_slice" -> "1682 maskrcnn/tf.ones/ones/packed"; -"1676 maskrcnn/tf.range/range/start" -> "1678 maskrcnn/tf.range/range"; -"1677 maskrcnn/tf.range/range/delta" -> "1678 maskrcnn/tf.range/range"; -"1678 maskrcnn/tf.range/range" -> "1680 maskrcnn/tf.expand_dims_11/ExpandDims"; -"1679 maskrcnn/tf.expand_dims_11/ExpandDims/dim" -> "1680 maskrcnn/tf.expand_dims_11/ExpandDims"; -"1680 maskrcnn/tf.expand_dims_11/ExpandDims" -> "1685 maskrcnn/tf.math.multiply_30/Mul"; -"1682 maskrcnn/tf.ones/ones/packed" -> "1684 maskrcnn/tf.ones/ones"; -"1683 maskrcnn/tf.ones/ones/Const" -> "1684 maskrcnn/tf.ones/ones"; -"1684 maskrcnn/tf.ones/ones" -> "1685 maskrcnn/tf.math.multiply_30/Mul"; -"1685 maskrcnn/tf.math.multiply_30/Mul" -> "1688 maskrcnn/tf.stack_5/stack"; -"1686 maskrcnn/tf.concat_5/concat/axis" -> "1687 maskrcnn/tf.concat_5/concat"; -"1687 maskrcnn/tf.concat_5/concat" -> "1689 maskrcnn/tf.compat.v1.gather_nd/GatherNd"; -"1688 maskrcnn/tf.stack_5/stack" -> "1689 maskrcnn/tf.compat.v1.gather_nd/GatherNd"; -"1689 maskrcnn/tf.compat.v1.gather_nd/GatherNd" -> "1693 maskrcnn/tf.__operators__.getitem_23/strided_slice"; -"1689 maskrcnn/tf.compat.v1.gather_nd/GatherNd" -> "1697 maskrcnn/tf.__operators__.getitem_24/strided_slice"; -"1689 maskrcnn/tf.compat.v1.gather_nd/GatherNd" -> "1701 maskrcnn/tf.__operators__.getitem_25/strided_slice"; -"1689 maskrcnn/tf.compat.v1.gather_nd/GatherNd" -> "1705 maskrcnn/tf.__operators__.getitem_26/strided_slice"; -"1689 maskrcnn/tf.compat.v1.gather_nd/GatherNd" -> "1731 maskrcnn/tf.math.truediv_1/truediv"; -"1689 maskrcnn/tf.compat.v1.gather_nd/GatherNd" -> "2164 maskrcnn/tf.expand_dims_23/ExpandDims"; -"1690 maskrcnn/tf.__operators__.getitem_23/strided_slice/stack" -> "1693 maskrcnn/tf.__operators__.getitem_23/strided_slice"; -"1691 maskrcnn/tf.__operators__.getitem_23/strided_slice/stack_1" -> "1693 maskrcnn/tf.__operators__.getitem_23/strided_slice"; -"1692 maskrcnn/tf.__operators__.getitem_23/strided_slice/stack_2" -> "1693 maskrcnn/tf.__operators__.getitem_23/strided_slice"; -"1693 maskrcnn/tf.__operators__.getitem_23/strided_slice" -> "1706 maskrcnn/tf.math.subtract_40/Sub"; -"1694 maskrcnn/tf.__operators__.getitem_24/strided_slice/stack" -> "1697 maskrcnn/tf.__operators__.getitem_24/strided_slice"; -"1695 maskrcnn/tf.__operators__.getitem_24/strided_slice/stack_1" -> "1697 maskrcnn/tf.__operators__.getitem_24/strided_slice"; -"1696 maskrcnn/tf.__operators__.getitem_24/strided_slice/stack_2" -> "1697 maskrcnn/tf.__operators__.getitem_24/strided_slice"; -"1697 maskrcnn/tf.__operators__.getitem_24/strided_slice" -> "1706 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maskrcnn/tf.reshape_19/Reshape" -> "2068 maskrcnn/tf.compat.v1.gather_2/GatherV2"; -"2063 maskrcnn/tf.reshape_27/Reshape/shape" -> "2064 maskrcnn/tf.reshape_27/Reshape"; -"2064 maskrcnn/tf.reshape_27/Reshape" -> "2068 maskrcnn/tf.compat.v1.gather_2/GatherV2"; -"2065 maskrcnn/tf.expand_dims_22/ExpandDims/dim" -> "2066 maskrcnn/tf.expand_dims_22/ExpandDims"; -"2066 maskrcnn/tf.expand_dims_22/ExpandDims" -> "2071 maskrcnn/tf.math.multiply_49/Mul"; -"2067 maskrcnn/tf.compat.v1.gather_2/GatherV2/axis" -> "2068 maskrcnn/tf.compat.v1.gather_2/GatherV2"; -"2068 maskrcnn/tf.compat.v1.gather_2/GatherV2" -> "2070 maskrcnn/tf.reshape_28/Reshape"; -"2069 maskrcnn/tf.reshape_28/Reshape/shape" -> "2070 maskrcnn/tf.reshape_28/Reshape"; -"2070 maskrcnn/tf.reshape_28/Reshape" -> "2071 maskrcnn/tf.math.multiply_49/Mul"; -"2071 maskrcnn/tf.math.multiply_49/Mul" -> "2073 maskrcnn/tf.reshape_31/Reshape"; -"2072 maskrcnn/tf.reshape_31/Reshape/shape" -> "2073 maskrcnn/tf.reshape_31/Reshape"; -"2073 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maskrcnn/mask-conv-l2/Relu" -> "2907 maskrcnn/mask-conv-l3/Conv2D"; -"2900 maskrcnn/mask-conv-l3/Sigmoid/ReadVariableOp/resource" -> "2901 maskrcnn/mask-conv-l3/Sigmoid/ReadVariableOp"; -"2901 maskrcnn/mask-conv-l3/Sigmoid/ReadVariableOp" -> "2902 maskrcnn/mask-conv-l3/Sigmoid"; -"2902 maskrcnn/mask-conv-l3/Sigmoid" -> "2903 maskrcnn/mask-conv-l3/Round"; -"2903 maskrcnn/mask-conv-l3/Round" -> "2906 maskrcnn/mask-conv-l3/mul"; -"2904 maskrcnn/mask-conv-l3/ReadVariableOp/resource" -> "2905 maskrcnn/mask-conv-l3/ReadVariableOp"; -"2905 maskrcnn/mask-conv-l3/ReadVariableOp" -> "2906 maskrcnn/mask-conv-l3/mul"; -"2906 maskrcnn/mask-conv-l3/mul" -> "2907 maskrcnn/mask-conv-l3/Conv2D"; -"2907 maskrcnn/mask-conv-l3/Conv2D" -> "2910 maskrcnn/mask-conv-l3/BiasAdd"; -"2908 maskrcnn/mask-conv-l3/BiasAdd/ReadVariableOp/resource" -> "2909 maskrcnn/mask-conv-l3/BiasAdd/ReadVariableOp"; -"2909 maskrcnn/mask-conv-l3/BiasAdd/ReadVariableOp" -> "2910 maskrcnn/mask-conv-l3/BiasAdd"; -"2910 maskrcnn/mask-conv-l3/BiasAdd" -> "2911 maskrcnn/mask-conv-l3/Relu"; -"2911 maskrcnn/mask-conv-l3/Relu" -> "2932 maskrcnn/conv5-mask/conv2d_transpose"; -"2912 maskrcnn/conv5-mask/Sigmoid/ReadVariableOp/resource" -> "2913 maskrcnn/conv5-mask/Sigmoid/ReadVariableOp"; -"2913 maskrcnn/conv5-mask/Sigmoid/ReadVariableOp" -> "2914 maskrcnn/conv5-mask/Sigmoid"; -"2914 maskrcnn/conv5-mask/Sigmoid" -> "2915 maskrcnn/conv5-mask/Round"; -"2915 maskrcnn/conv5-mask/Round" -> "2918 maskrcnn/conv5-mask/mul"; -"2916 maskrcnn/conv5-mask/ReadVariableOp/resource" -> "2917 maskrcnn/conv5-mask/ReadVariableOp"; -"2917 maskrcnn/conv5-mask/ReadVariableOp" -> "2918 maskrcnn/conv5-mask/mul"; -"2918 maskrcnn/conv5-mask/mul" -> "2932 maskrcnn/conv5-mask/conv2d_transpose"; -"2919 maskrcnn/conv5-mask/Shape" -> "2923 maskrcnn/conv5-mask/strided_slice"; -"2920 maskrcnn/conv5-mask/strided_slice/stack" -> "2923 maskrcnn/conv5-mask/strided_slice"; -"2921 maskrcnn/conv5-mask/strided_slice/stack_1" -> "2923 maskrcnn/conv5-mask/strided_slice"; -"2922 maskrcnn/conv5-mask/strided_slice/stack_2" -> "2923 maskrcnn/conv5-mask/strided_slice"; -"2923 maskrcnn/conv5-mask/strided_slice" -> "2927 maskrcnn/conv5-mask/stack"; -"2924 maskrcnn/conv5-mask/stack/1" -> "2927 maskrcnn/conv5-mask/stack"; -"2925 maskrcnn/conv5-mask/stack/2" -> "2927 maskrcnn/conv5-mask/stack"; -"2926 maskrcnn/conv5-mask/stack/3" -> "2927 maskrcnn/conv5-mask/stack"; -"2927 maskrcnn/conv5-mask/stack" -> "2931 maskrcnn/conv5-mask/strided_slice_1"; -"2927 maskrcnn/conv5-mask/stack" -> "2932 maskrcnn/conv5-mask/conv2d_transpose"; -"2928 maskrcnn/conv5-mask/strided_slice_1/stack" -> "2931 maskrcnn/conv5-mask/strided_slice_1"; -"2929 maskrcnn/conv5-mask/strided_slice_1/stack_1" -> "2931 maskrcnn/conv5-mask/strided_slice_1"; -"2930 maskrcnn/conv5-mask/strided_slice_1/stack_2" -> "2931 maskrcnn/conv5-mask/strided_slice_1"; -"2932 maskrcnn/conv5-mask/conv2d_transpose" -> "2935 maskrcnn/conv5-mask/BiasAdd"; -"2933 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maskrcnn/mask_fcn_logits/Round" -> "2946 maskrcnn/mask_fcn_logits/mul"; -"2944 maskrcnn/mask_fcn_logits/ReadVariableOp/resource" -> "2945 maskrcnn/mask_fcn_logits/ReadVariableOp"; -"2945 maskrcnn/mask_fcn_logits/ReadVariableOp" -> "2946 maskrcnn/mask_fcn_logits/mul"; -"2946 maskrcnn/mask_fcn_logits/mul" -> "2947 maskrcnn/mask_fcn_logits/Conv2D"; -"2947 maskrcnn/mask_fcn_logits/Conv2D" -> "2950 maskrcnn/mask_fcn_logits/BiasAdd"; -"2948 maskrcnn/mask_fcn_logits/BiasAdd/ReadVariableOp/resource" -> "2949 maskrcnn/mask_fcn_logits/BiasAdd/ReadVariableOp"; -"2949 maskrcnn/mask_fcn_logits/BiasAdd/ReadVariableOp" -> "2950 maskrcnn/mask_fcn_logits/BiasAdd"; -"2950 maskrcnn/mask_fcn_logits/BiasAdd" -> "2952 maskrcnn/tf.reshape_63/Reshape"; -"2951 maskrcnn/tf.reshape_63/Reshape/shape" -> "2952 maskrcnn/tf.reshape_63/Reshape"; -"2952 maskrcnn/tf.reshape_63/Reshape" -> "2954 maskrcnn/tf.compat.v1.transpose/transpose"; -"2953 maskrcnn/tf.compat.v1.transpose/transpose/perm" -> "2954 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maskrcnn/tf.stack_23/stack_1/values_1"; -"15948 maskrcnn/tf.stack_23/stack_1/values_1/63" -> "15949 maskrcnn/tf.stack_23/stack_1/values_1"; -"15949 maskrcnn/tf.stack_23/stack_1/values_1" -> "15950 maskrcnn/tf.stack_23/stack_1"; -"15950 maskrcnn/tf.stack_23/stack_1" -> "15951 maskrcnn/tf.compat.v1.gather_nd_1/GatherNd"; -"15951 maskrcnn/tf.compat.v1.gather_nd_1/GatherNd" -> "15952 maskrcnn/tf.math.sigmoid_5/Sigmoid"; -"15952 maskrcnn/tf.math.sigmoid_5/Sigmoid" -> "15957 Identity_4"; -} diff --git a/tests/tensorflow/data/reference_graphs/2.8/sparsity/rb_sparsity/mobilenet_v1.dot b/tests/tensorflow/data/reference_graphs/2.8/sparsity/rb_sparsity/mobilenet_v1.dot deleted file mode 100644 index 590afd13bca..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.8/sparsity/rb_sparsity/mobilenet_v1.dot +++ /dev/null @@ -1,1066 +0,0 @@ -strict digraph { -"0 args_0" [id=0, op=Placeholder]; -"1 mobilenet_1.00_128/conv1/Sigmoid/ReadVariableOp/resource" [id=1, op=Placeholder]; -"2 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mobilenetv2_1.00_96/block_1_depthwise/depthwise" -> "94 mobilenetv2_1.00_96/block_1_depthwise_BN/FusedBatchNormV3"; -"86 mobilenetv2_1.00_96/block_1_depthwise_BN/ReadVariableOp/resource" -> "87 mobilenetv2_1.00_96/block_1_depthwise_BN/ReadVariableOp"; -"87 mobilenetv2_1.00_96/block_1_depthwise_BN/ReadVariableOp" -> "94 mobilenetv2_1.00_96/block_1_depthwise_BN/FusedBatchNormV3"; -"88 mobilenetv2_1.00_96/block_1_depthwise_BN/ReadVariableOp_1/resource" -> "89 mobilenetv2_1.00_96/block_1_depthwise_BN/ReadVariableOp_1"; -"89 mobilenetv2_1.00_96/block_1_depthwise_BN/ReadVariableOp_1" -> "94 mobilenetv2_1.00_96/block_1_depthwise_BN/FusedBatchNormV3"; -"90 mobilenetv2_1.00_96/block_1_depthwise_BN/FusedBatchNormV3/ReadVariableOp/resource" -> "91 mobilenetv2_1.00_96/block_1_depthwise_BN/FusedBatchNormV3/ReadVariableOp"; -"91 mobilenetv2_1.00_96/block_1_depthwise_BN/FusedBatchNormV3/ReadVariableOp" -> "94 mobilenetv2_1.00_96/block_1_depthwise_BN/FusedBatchNormV3"; -"92 mobilenetv2_1.00_96/block_1_depthwise_BN/FusedBatchNormV3/ReadVariableOp_1/resource" -> "93 mobilenetv2_1.00_96/block_1_depthwise_BN/FusedBatchNormV3/ReadVariableOp_1"; -"93 mobilenetv2_1.00_96/block_1_depthwise_BN/FusedBatchNormV3/ReadVariableOp_1" -> "94 mobilenetv2_1.00_96/block_1_depthwise_BN/FusedBatchNormV3"; -"94 mobilenetv2_1.00_96/block_1_depthwise_BN/FusedBatchNormV3" -> "95 mobilenetv2_1.00_96/block_1_depthwise_relu/Relu6"; -"95 mobilenetv2_1.00_96/block_1_depthwise_relu/Relu6" -> "103 mobilenetv2_1.00_96/block_1_project/Conv2D"; -"96 mobilenetv2_1.00_96/block_1_project/Sigmoid/ReadVariableOp/resource" -> "97 mobilenetv2_1.00_96/block_1_project/Sigmoid/ReadVariableOp"; -"97 mobilenetv2_1.00_96/block_1_project/Sigmoid/ReadVariableOp" -> "98 mobilenetv2_1.00_96/block_1_project/Sigmoid"; -"98 mobilenetv2_1.00_96/block_1_project/Sigmoid" -> "99 mobilenetv2_1.00_96/block_1_project/Round"; -"99 mobilenetv2_1.00_96/block_1_project/Round" -> "102 mobilenetv2_1.00_96/block_1_project/mul"; -"100 mobilenetv2_1.00_96/block_1_project/ReadVariableOp/resource" -> "101 mobilenetv2_1.00_96/block_1_project/ReadVariableOp"; -"101 mobilenetv2_1.00_96/block_1_project/ReadVariableOp" -> "102 mobilenetv2_1.00_96/block_1_project/mul"; -"102 mobilenetv2_1.00_96/block_1_project/mul" -> "103 mobilenetv2_1.00_96/block_1_project/Conv2D"; -"103 mobilenetv2_1.00_96/block_1_project/Conv2D" -> "112 mobilenetv2_1.00_96/block_1_project_BN/FusedBatchNormV3"; -"104 mobilenetv2_1.00_96/block_1_project_BN/ReadVariableOp/resource" -> "105 mobilenetv2_1.00_96/block_1_project_BN/ReadVariableOp"; -"105 mobilenetv2_1.00_96/block_1_project_BN/ReadVariableOp" -> "112 mobilenetv2_1.00_96/block_1_project_BN/FusedBatchNormV3"; -"106 mobilenetv2_1.00_96/block_1_project_BN/ReadVariableOp_1/resource" -> "107 mobilenetv2_1.00_96/block_1_project_BN/ReadVariableOp_1"; -"107 mobilenetv2_1.00_96/block_1_project_BN/ReadVariableOp_1" -> "112 mobilenetv2_1.00_96/block_1_project_BN/FusedBatchNormV3"; -"108 mobilenetv2_1.00_96/block_1_project_BN/FusedBatchNormV3/ReadVariableOp/resource" -> "109 mobilenetv2_1.00_96/block_1_project_BN/FusedBatchNormV3/ReadVariableOp"; -"109 mobilenetv2_1.00_96/block_1_project_BN/FusedBatchNormV3/ReadVariableOp" -> "112 mobilenetv2_1.00_96/block_1_project_BN/FusedBatchNormV3"; -"110 mobilenetv2_1.00_96/block_1_project_BN/FusedBatchNormV3/ReadVariableOp_1/resource" -> "111 mobilenetv2_1.00_96/block_1_project_BN/FusedBatchNormV3/ReadVariableOp_1"; -"111 mobilenetv2_1.00_96/block_1_project_BN/FusedBatchNormV3/ReadVariableOp_1" -> "112 mobilenetv2_1.00_96/block_1_project_BN/FusedBatchNormV3"; -"112 mobilenetv2_1.00_96/block_1_project_BN/FusedBatchNormV3" -> "120 mobilenetv2_1.00_96/block_2_expand/Conv2D"; -"112 mobilenetv2_1.00_96/block_1_project_BN/FusedBatchNormV3" -> "168 mobilenetv2_1.00_96/block_2_add/add"; -"113 mobilenetv2_1.00_96/block_2_expand/Sigmoid/ReadVariableOp/resource" -> "114 mobilenetv2_1.00_96/block_2_expand/Sigmoid/ReadVariableOp"; -"114 mobilenetv2_1.00_96/block_2_expand/Sigmoid/ReadVariableOp" -> "115 mobilenetv2_1.00_96/block_2_expand/Sigmoid"; -"115 mobilenetv2_1.00_96/block_2_expand/Sigmoid" -> "116 mobilenetv2_1.00_96/block_2_expand/Round"; -"116 mobilenetv2_1.00_96/block_2_expand/Round" -> "119 mobilenetv2_1.00_96/block_2_expand/mul"; -"117 mobilenetv2_1.00_96/block_2_expand/ReadVariableOp/resource" -> "118 mobilenetv2_1.00_96/block_2_expand/ReadVariableOp"; -"118 mobilenetv2_1.00_96/block_2_expand/ReadVariableOp" -> "119 mobilenetv2_1.00_96/block_2_expand/mul"; -"119 mobilenetv2_1.00_96/block_2_expand/mul" -> "120 mobilenetv2_1.00_96/block_2_expand/Conv2D"; -"120 mobilenetv2_1.00_96/block_2_expand/Conv2D" -> "129 mobilenetv2_1.00_96/block_2_expand_BN/FusedBatchNormV3"; -"121 mobilenetv2_1.00_96/block_2_expand_BN/ReadVariableOp/resource" -> "122 mobilenetv2_1.00_96/block_2_expand_BN/ReadVariableOp"; -"122 mobilenetv2_1.00_96/block_2_expand_BN/ReadVariableOp" -> "129 mobilenetv2_1.00_96/block_2_expand_BN/FusedBatchNormV3"; -"123 mobilenetv2_1.00_96/block_2_expand_BN/ReadVariableOp_1/resource" -> "124 mobilenetv2_1.00_96/block_2_expand_BN/ReadVariableOp_1"; -"124 mobilenetv2_1.00_96/block_2_expand_BN/ReadVariableOp_1" -> "129 mobilenetv2_1.00_96/block_2_expand_BN/FusedBatchNormV3"; -"125 mobilenetv2_1.00_96/block_2_expand_BN/FusedBatchNormV3/ReadVariableOp/resource" -> "126 mobilenetv2_1.00_96/block_2_expand_BN/FusedBatchNormV3/ReadVariableOp"; -"126 mobilenetv2_1.00_96/block_2_expand_BN/FusedBatchNormV3/ReadVariableOp" -> "129 mobilenetv2_1.00_96/block_2_expand_BN/FusedBatchNormV3"; -"127 mobilenetv2_1.00_96/block_2_expand_BN/FusedBatchNormV3/ReadVariableOp_1/resource" -> "128 mobilenetv2_1.00_96/block_2_expand_BN/FusedBatchNormV3/ReadVariableOp_1"; -"128 mobilenetv2_1.00_96/block_2_expand_BN/FusedBatchNormV3/ReadVariableOp_1" -> "129 mobilenetv2_1.00_96/block_2_expand_BN/FusedBatchNormV3"; -"129 mobilenetv2_1.00_96/block_2_expand_BN/FusedBatchNormV3" -> "130 mobilenetv2_1.00_96/block_2_expand_relu/Relu6"; -"130 mobilenetv2_1.00_96/block_2_expand_relu/Relu6" -> "140 mobilenetv2_1.00_96/block_2_depthwise/depthwise"; -"131 mobilenetv2_1.00_96/block_2_depthwise/Sigmoid/ReadVariableOp/resource" -> "132 mobilenetv2_1.00_96/block_2_depthwise/Sigmoid/ReadVariableOp"; -"132 mobilenetv2_1.00_96/block_2_depthwise/Sigmoid/ReadVariableOp" -> "133 mobilenetv2_1.00_96/block_2_depthwise/Sigmoid"; -"133 mobilenetv2_1.00_96/block_2_depthwise/Sigmoid" -> "134 mobilenetv2_1.00_96/block_2_depthwise/Round"; -"134 mobilenetv2_1.00_96/block_2_depthwise/Round" -> "137 mobilenetv2_1.00_96/block_2_depthwise/mul"; -"135 mobilenetv2_1.00_96/block_2_depthwise/ReadVariableOp/resource" -> "136 mobilenetv2_1.00_96/block_2_depthwise/ReadVariableOp"; -"136 mobilenetv2_1.00_96/block_2_depthwise/ReadVariableOp" -> "137 mobilenetv2_1.00_96/block_2_depthwise/mul"; -"137 mobilenetv2_1.00_96/block_2_depthwise/mul" -> "140 mobilenetv2_1.00_96/block_2_depthwise/depthwise"; -"140 mobilenetv2_1.00_96/block_2_depthwise/depthwise" -> "149 mobilenetv2_1.00_96/block_2_depthwise_BN/FusedBatchNormV3"; -"141 mobilenetv2_1.00_96/block_2_depthwise_BN/ReadVariableOp/resource" -> "142 mobilenetv2_1.00_96/block_2_depthwise_BN/ReadVariableOp"; -"142 mobilenetv2_1.00_96/block_2_depthwise_BN/ReadVariableOp" -> "149 mobilenetv2_1.00_96/block_2_depthwise_BN/FusedBatchNormV3"; -"143 mobilenetv2_1.00_96/block_2_depthwise_BN/ReadVariableOp_1/resource" -> "144 mobilenetv2_1.00_96/block_2_depthwise_BN/ReadVariableOp_1"; -"144 mobilenetv2_1.00_96/block_2_depthwise_BN/ReadVariableOp_1" -> "149 mobilenetv2_1.00_96/block_2_depthwise_BN/FusedBatchNormV3"; -"145 mobilenetv2_1.00_96/block_2_depthwise_BN/FusedBatchNormV3/ReadVariableOp/resource" -> "146 mobilenetv2_1.00_96/block_2_depthwise_BN/FusedBatchNormV3/ReadVariableOp"; -"146 mobilenetv2_1.00_96/block_2_depthwise_BN/FusedBatchNormV3/ReadVariableOp" -> "149 mobilenetv2_1.00_96/block_2_depthwise_BN/FusedBatchNormV3"; -"147 mobilenetv2_1.00_96/block_2_depthwise_BN/FusedBatchNormV3/ReadVariableOp_1/resource" -> "148 mobilenetv2_1.00_96/block_2_depthwise_BN/FusedBatchNormV3/ReadVariableOp_1"; -"148 mobilenetv2_1.00_96/block_2_depthwise_BN/FusedBatchNormV3/ReadVariableOp_1" -> "149 mobilenetv2_1.00_96/block_2_depthwise_BN/FusedBatchNormV3"; -"149 mobilenetv2_1.00_96/block_2_depthwise_BN/FusedBatchNormV3" -> "150 mobilenetv2_1.00_96/block_2_depthwise_relu/Relu6"; -"150 mobilenetv2_1.00_96/block_2_depthwise_relu/Relu6" -> "158 mobilenetv2_1.00_96/block_2_project/Conv2D"; -"151 mobilenetv2_1.00_96/block_2_project/Sigmoid/ReadVariableOp/resource" -> "152 mobilenetv2_1.00_96/block_2_project/Sigmoid/ReadVariableOp"; -"152 mobilenetv2_1.00_96/block_2_project/Sigmoid/ReadVariableOp" -> "153 mobilenetv2_1.00_96/block_2_project/Sigmoid"; -"153 mobilenetv2_1.00_96/block_2_project/Sigmoid" -> "154 mobilenetv2_1.00_96/block_2_project/Round"; -"154 mobilenetv2_1.00_96/block_2_project/Round" -> "157 mobilenetv2_1.00_96/block_2_project/mul"; -"155 mobilenetv2_1.00_96/block_2_project/ReadVariableOp/resource" -> "156 mobilenetv2_1.00_96/block_2_project/ReadVariableOp"; -"156 mobilenetv2_1.00_96/block_2_project/ReadVariableOp" -> "157 mobilenetv2_1.00_96/block_2_project/mul"; -"157 mobilenetv2_1.00_96/block_2_project/mul" -> "158 mobilenetv2_1.00_96/block_2_project/Conv2D"; -"158 mobilenetv2_1.00_96/block_2_project/Conv2D" -> "167 mobilenetv2_1.00_96/block_2_project_BN/FusedBatchNormV3"; -"159 mobilenetv2_1.00_96/block_2_project_BN/ReadVariableOp/resource" -> "160 mobilenetv2_1.00_96/block_2_project_BN/ReadVariableOp"; -"160 mobilenetv2_1.00_96/block_2_project_BN/ReadVariableOp" -> "167 mobilenetv2_1.00_96/block_2_project_BN/FusedBatchNormV3"; -"161 mobilenetv2_1.00_96/block_2_project_BN/ReadVariableOp_1/resource" -> "162 mobilenetv2_1.00_96/block_2_project_BN/ReadVariableOp_1"; -"162 mobilenetv2_1.00_96/block_2_project_BN/ReadVariableOp_1" -> "167 mobilenetv2_1.00_96/block_2_project_BN/FusedBatchNormV3"; -"163 mobilenetv2_1.00_96/block_2_project_BN/FusedBatchNormV3/ReadVariableOp/resource" -> "164 mobilenetv2_1.00_96/block_2_project_BN/FusedBatchNormV3/ReadVariableOp"; -"164 mobilenetv2_1.00_96/block_2_project_BN/FusedBatchNormV3/ReadVariableOp" -> "167 mobilenetv2_1.00_96/block_2_project_BN/FusedBatchNormV3"; -"165 mobilenetv2_1.00_96/block_2_project_BN/FusedBatchNormV3/ReadVariableOp_1/resource" -> "166 mobilenetv2_1.00_96/block_2_project_BN/FusedBatchNormV3/ReadVariableOp_1"; -"166 mobilenetv2_1.00_96/block_2_project_BN/FusedBatchNormV3/ReadVariableOp_1" -> "167 mobilenetv2_1.00_96/block_2_project_BN/FusedBatchNormV3"; -"167 mobilenetv2_1.00_96/block_2_project_BN/FusedBatchNormV3" -> "168 mobilenetv2_1.00_96/block_2_add/add"; -"168 mobilenetv2_1.00_96/block_2_add/add" -> "176 mobilenetv2_1.00_96/block_3_expand/Conv2D"; -"169 mobilenetv2_1.00_96/block_3_expand/Sigmoid/ReadVariableOp/resource" -> "170 mobilenetv2_1.00_96/block_3_expand/Sigmoid/ReadVariableOp"; -"170 mobilenetv2_1.00_96/block_3_expand/Sigmoid/ReadVariableOp" -> "171 mobilenetv2_1.00_96/block_3_expand/Sigmoid"; -"171 mobilenetv2_1.00_96/block_3_expand/Sigmoid" -> "172 mobilenetv2_1.00_96/block_3_expand/Round"; -"172 mobilenetv2_1.00_96/block_3_expand/Round" -> "175 mobilenetv2_1.00_96/block_3_expand/mul"; -"173 mobilenetv2_1.00_96/block_3_expand/ReadVariableOp/resource" -> "174 mobilenetv2_1.00_96/block_3_expand/ReadVariableOp"; -"174 mobilenetv2_1.00_96/block_3_expand/ReadVariableOp" -> "175 mobilenetv2_1.00_96/block_3_expand/mul"; -"175 mobilenetv2_1.00_96/block_3_expand/mul" -> "176 mobilenetv2_1.00_96/block_3_expand/Conv2D"; -"176 mobilenetv2_1.00_96/block_3_expand/Conv2D" -> "185 mobilenetv2_1.00_96/block_3_expand_BN/FusedBatchNormV3"; -"177 mobilenetv2_1.00_96/block_3_expand_BN/ReadVariableOp/resource" -> "178 mobilenetv2_1.00_96/block_3_expand_BN/ReadVariableOp"; -"178 mobilenetv2_1.00_96/block_3_expand_BN/ReadVariableOp" -> "185 mobilenetv2_1.00_96/block_3_expand_BN/FusedBatchNormV3"; -"179 mobilenetv2_1.00_96/block_3_expand_BN/ReadVariableOp_1/resource" -> "180 mobilenetv2_1.00_96/block_3_expand_BN/ReadVariableOp_1"; -"180 mobilenetv2_1.00_96/block_3_expand_BN/ReadVariableOp_1" -> "185 mobilenetv2_1.00_96/block_3_expand_BN/FusedBatchNormV3"; -"181 mobilenetv2_1.00_96/block_3_expand_BN/FusedBatchNormV3/ReadVariableOp/resource" -> "182 mobilenetv2_1.00_96/block_3_expand_BN/FusedBatchNormV3/ReadVariableOp"; -"182 mobilenetv2_1.00_96/block_3_expand_BN/FusedBatchNormV3/ReadVariableOp" -> "185 mobilenetv2_1.00_96/block_3_expand_BN/FusedBatchNormV3"; -"183 mobilenetv2_1.00_96/block_3_expand_BN/FusedBatchNormV3/ReadVariableOp_1/resource" -> "184 mobilenetv2_1.00_96/block_3_expand_BN/FusedBatchNormV3/ReadVariableOp_1"; -"184 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mobilenetv2_1.00_96/block_3_project_BN/ReadVariableOp"; -"218 mobilenetv2_1.00_96/block_3_project_BN/ReadVariableOp" -> "225 mobilenetv2_1.00_96/block_3_project_BN/FusedBatchNormV3"; -"219 mobilenetv2_1.00_96/block_3_project_BN/ReadVariableOp_1/resource" -> "220 mobilenetv2_1.00_96/block_3_project_BN/ReadVariableOp_1"; -"220 mobilenetv2_1.00_96/block_3_project_BN/ReadVariableOp_1" -> "225 mobilenetv2_1.00_96/block_3_project_BN/FusedBatchNormV3"; -"221 mobilenetv2_1.00_96/block_3_project_BN/FusedBatchNormV3/ReadVariableOp/resource" -> "222 mobilenetv2_1.00_96/block_3_project_BN/FusedBatchNormV3/ReadVariableOp"; -"222 mobilenetv2_1.00_96/block_3_project_BN/FusedBatchNormV3/ReadVariableOp" -> "225 mobilenetv2_1.00_96/block_3_project_BN/FusedBatchNormV3"; -"223 mobilenetv2_1.00_96/block_3_project_BN/FusedBatchNormV3/ReadVariableOp_1/resource" -> "224 mobilenetv2_1.00_96/block_3_project_BN/FusedBatchNormV3/ReadVariableOp_1"; -"224 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mobilenetv2_1.00_96/block_5_expand_BN/FusedBatchNormV3"; -"294 mobilenetv2_1.00_96/block_5_expand_BN/FusedBatchNormV3/ReadVariableOp/resource" -> "295 mobilenetv2_1.00_96/block_5_expand_BN/FusedBatchNormV3/ReadVariableOp"; -"295 mobilenetv2_1.00_96/block_5_expand_BN/FusedBatchNormV3/ReadVariableOp" -> "298 mobilenetv2_1.00_96/block_5_expand_BN/FusedBatchNormV3"; -"296 mobilenetv2_1.00_96/block_5_expand_BN/FusedBatchNormV3/ReadVariableOp_1/resource" -> "297 mobilenetv2_1.00_96/block_5_expand_BN/FusedBatchNormV3/ReadVariableOp_1"; -"297 mobilenetv2_1.00_96/block_5_expand_BN/FusedBatchNormV3/ReadVariableOp_1" -> "298 mobilenetv2_1.00_96/block_5_expand_BN/FusedBatchNormV3"; -"298 mobilenetv2_1.00_96/block_5_expand_BN/FusedBatchNormV3" -> "299 mobilenetv2_1.00_96/block_5_expand_relu/Relu6"; -"299 mobilenetv2_1.00_96/block_5_expand_relu/Relu6" -> "309 mobilenetv2_1.00_96/block_5_depthwise/depthwise"; -"300 mobilenetv2_1.00_96/block_5_depthwise/Sigmoid/ReadVariableOp/resource" -> "301 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mobilenetv2_1.00_96/block_6_project/Sigmoid" -> "381 mobilenetv2_1.00_96/block_6_project/Round"; -"381 mobilenetv2_1.00_96/block_6_project/Round" -> "384 mobilenetv2_1.00_96/block_6_project/mul"; -"382 mobilenetv2_1.00_96/block_6_project/ReadVariableOp/resource" -> "383 mobilenetv2_1.00_96/block_6_project/ReadVariableOp"; -"383 mobilenetv2_1.00_96/block_6_project/ReadVariableOp" -> "384 mobilenetv2_1.00_96/block_6_project/mul"; -"384 mobilenetv2_1.00_96/block_6_project/mul" -> "385 mobilenetv2_1.00_96/block_6_project/Conv2D"; -"385 mobilenetv2_1.00_96/block_6_project/Conv2D" -> "394 mobilenetv2_1.00_96/block_6_project_BN/FusedBatchNormV3"; -"386 mobilenetv2_1.00_96/block_6_project_BN/ReadVariableOp/resource" -> "387 mobilenetv2_1.00_96/block_6_project_BN/ReadVariableOp"; -"387 mobilenetv2_1.00_96/block_6_project_BN/ReadVariableOp" -> "394 mobilenetv2_1.00_96/block_6_project_BN/FusedBatchNormV3"; -"388 mobilenetv2_1.00_96/block_6_project_BN/ReadVariableOp_1/resource" -> "389 mobilenetv2_1.00_96/block_6_project_BN/ReadVariableOp_1"; -"389 mobilenetv2_1.00_96/block_6_project_BN/ReadVariableOp_1" -> "394 mobilenetv2_1.00_96/block_6_project_BN/FusedBatchNormV3"; -"390 mobilenetv2_1.00_96/block_6_project_BN/FusedBatchNormV3/ReadVariableOp/resource" -> "391 mobilenetv2_1.00_96/block_6_project_BN/FusedBatchNormV3/ReadVariableOp"; -"391 mobilenetv2_1.00_96/block_6_project_BN/FusedBatchNormV3/ReadVariableOp" -> "394 mobilenetv2_1.00_96/block_6_project_BN/FusedBatchNormV3"; -"392 mobilenetv2_1.00_96/block_6_project_BN/FusedBatchNormV3/ReadVariableOp_1/resource" -> "393 mobilenetv2_1.00_96/block_6_project_BN/FusedBatchNormV3/ReadVariableOp_1"; -"393 mobilenetv2_1.00_96/block_6_project_BN/FusedBatchNormV3/ReadVariableOp_1" -> "394 mobilenetv2_1.00_96/block_6_project_BN/FusedBatchNormV3"; -"394 mobilenetv2_1.00_96/block_6_project_BN/FusedBatchNormV3" -> "402 mobilenetv2_1.00_96/block_7_expand/Conv2D"; -"394 mobilenetv2_1.00_96/block_6_project_BN/FusedBatchNormV3" -> 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mobilenetv2_1.00_96/block_7_expand_BN/FusedBatchNormV3/ReadVariableOp_1" -> "411 mobilenetv2_1.00_96/block_7_expand_BN/FusedBatchNormV3"; -"411 mobilenetv2_1.00_96/block_7_expand_BN/FusedBatchNormV3" -> "412 mobilenetv2_1.00_96/block_7_expand_relu/Relu6"; -"412 mobilenetv2_1.00_96/block_7_expand_relu/Relu6" -> "422 mobilenetv2_1.00_96/block_7_depthwise/depthwise"; -"413 mobilenetv2_1.00_96/block_7_depthwise/Sigmoid/ReadVariableOp/resource" -> "414 mobilenetv2_1.00_96/block_7_depthwise/Sigmoid/ReadVariableOp"; -"414 mobilenetv2_1.00_96/block_7_depthwise/Sigmoid/ReadVariableOp" -> "415 mobilenetv2_1.00_96/block_7_depthwise/Sigmoid"; -"415 mobilenetv2_1.00_96/block_7_depthwise/Sigmoid" -> "416 mobilenetv2_1.00_96/block_7_depthwise/Round"; -"416 mobilenetv2_1.00_96/block_7_depthwise/Round" -> "419 mobilenetv2_1.00_96/block_7_depthwise/mul"; -"417 mobilenetv2_1.00_96/block_7_depthwise/ReadVariableOp/resource" -> "418 mobilenetv2_1.00_96/block_7_depthwise/ReadVariableOp"; -"418 mobilenetv2_1.00_96/block_7_depthwise/ReadVariableOp" -> "419 mobilenetv2_1.00_96/block_7_depthwise/mul"; -"419 mobilenetv2_1.00_96/block_7_depthwise/mul" -> "422 mobilenetv2_1.00_96/block_7_depthwise/depthwise"; -"422 mobilenetv2_1.00_96/block_7_depthwise/depthwise" -> "431 mobilenetv2_1.00_96/block_7_depthwise_BN/FusedBatchNormV3"; -"423 mobilenetv2_1.00_96/block_7_depthwise_BN/ReadVariableOp/resource" -> "424 mobilenetv2_1.00_96/block_7_depthwise_BN/ReadVariableOp"; -"424 mobilenetv2_1.00_96/block_7_depthwise_BN/ReadVariableOp" -> "431 mobilenetv2_1.00_96/block_7_depthwise_BN/FusedBatchNormV3"; -"425 mobilenetv2_1.00_96/block_7_depthwise_BN/ReadVariableOp_1/resource" -> "426 mobilenetv2_1.00_96/block_7_depthwise_BN/ReadVariableOp_1"; -"426 mobilenetv2_1.00_96/block_7_depthwise_BN/ReadVariableOp_1" -> "431 mobilenetv2_1.00_96/block_7_depthwise_BN/FusedBatchNormV3"; -"427 mobilenetv2_1.00_96/block_7_depthwise_BN/FusedBatchNormV3/ReadVariableOp/resource" -> "428 mobilenetv2_1.00_96/block_7_depthwise_BN/FusedBatchNormV3/ReadVariableOp"; -"428 mobilenetv2_1.00_96/block_7_depthwise_BN/FusedBatchNormV3/ReadVariableOp" -> "431 mobilenetv2_1.00_96/block_7_depthwise_BN/FusedBatchNormV3"; -"429 mobilenetv2_1.00_96/block_7_depthwise_BN/FusedBatchNormV3/ReadVariableOp_1/resource" -> "430 mobilenetv2_1.00_96/block_7_depthwise_BN/FusedBatchNormV3/ReadVariableOp_1"; -"430 mobilenetv2_1.00_96/block_7_depthwise_BN/FusedBatchNormV3/ReadVariableOp_1" -> "431 mobilenetv2_1.00_96/block_7_depthwise_BN/FusedBatchNormV3"; -"431 mobilenetv2_1.00_96/block_7_depthwise_BN/FusedBatchNormV3" -> "432 mobilenetv2_1.00_96/block_7_depthwise_relu/Relu6"; -"432 mobilenetv2_1.00_96/block_7_depthwise_relu/Relu6" -> "440 mobilenetv2_1.00_96/block_7_project/Conv2D"; -"433 mobilenetv2_1.00_96/block_7_project/Sigmoid/ReadVariableOp/resource" -> "434 mobilenetv2_1.00_96/block_7_project/Sigmoid/ReadVariableOp"; -"434 mobilenetv2_1.00_96/block_7_project/Sigmoid/ReadVariableOp" -> "435 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mobilenetv2_1.00_96/block_8_expand/Conv2D" -> "467 mobilenetv2_1.00_96/block_8_expand_BN/FusedBatchNormV3"; -"459 mobilenetv2_1.00_96/block_8_expand_BN/ReadVariableOp/resource" -> "460 mobilenetv2_1.00_96/block_8_expand_BN/ReadVariableOp"; -"460 mobilenetv2_1.00_96/block_8_expand_BN/ReadVariableOp" -> "467 mobilenetv2_1.00_96/block_8_expand_BN/FusedBatchNormV3"; -"461 mobilenetv2_1.00_96/block_8_expand_BN/ReadVariableOp_1/resource" -> "462 mobilenetv2_1.00_96/block_8_expand_BN/ReadVariableOp_1"; -"462 mobilenetv2_1.00_96/block_8_expand_BN/ReadVariableOp_1" -> "467 mobilenetv2_1.00_96/block_8_expand_BN/FusedBatchNormV3"; -"463 mobilenetv2_1.00_96/block_8_expand_BN/FusedBatchNormV3/ReadVariableOp/resource" -> "464 mobilenetv2_1.00_96/block_8_expand_BN/FusedBatchNormV3/ReadVariableOp"; -"464 mobilenetv2_1.00_96/block_8_expand_BN/FusedBatchNormV3/ReadVariableOp" -> "467 mobilenetv2_1.00_96/block_8_expand_BN/FusedBatchNormV3"; -"465 mobilenetv2_1.00_96/block_8_expand_BN/FusedBatchNormV3/ReadVariableOp_1/resource" -> "466 mobilenetv2_1.00_96/block_8_expand_BN/FusedBatchNormV3/ReadVariableOp_1"; -"466 mobilenetv2_1.00_96/block_8_expand_BN/FusedBatchNormV3/ReadVariableOp_1" -> "467 mobilenetv2_1.00_96/block_8_expand_BN/FusedBatchNormV3"; -"467 mobilenetv2_1.00_96/block_8_expand_BN/FusedBatchNormV3" -> "468 mobilenetv2_1.00_96/block_8_expand_relu/Relu6"; -"468 mobilenetv2_1.00_96/block_8_expand_relu/Relu6" -> "478 mobilenetv2_1.00_96/block_8_depthwise/depthwise"; -"469 mobilenetv2_1.00_96/block_8_depthwise/Sigmoid/ReadVariableOp/resource" -> "470 mobilenetv2_1.00_96/block_8_depthwise/Sigmoid/ReadVariableOp"; -"470 mobilenetv2_1.00_96/block_8_depthwise/Sigmoid/ReadVariableOp" -> "471 mobilenetv2_1.00_96/block_8_depthwise/Sigmoid"; -"471 mobilenetv2_1.00_96/block_8_depthwise/Sigmoid" -> "472 mobilenetv2_1.00_96/block_8_depthwise/Round"; -"472 mobilenetv2_1.00_96/block_8_depthwise/Round" -> "475 mobilenetv2_1.00_96/block_8_depthwise/mul"; -"473 mobilenetv2_1.00_96/block_8_depthwise/ReadVariableOp/resource" -> "474 mobilenetv2_1.00_96/block_8_depthwise/ReadVariableOp"; -"474 mobilenetv2_1.00_96/block_8_depthwise/ReadVariableOp" -> "475 mobilenetv2_1.00_96/block_8_depthwise/mul"; -"475 mobilenetv2_1.00_96/block_8_depthwise/mul" -> "478 mobilenetv2_1.00_96/block_8_depthwise/depthwise"; -"478 mobilenetv2_1.00_96/block_8_depthwise/depthwise" -> "487 mobilenetv2_1.00_96/block_8_depthwise_BN/FusedBatchNormV3"; -"479 mobilenetv2_1.00_96/block_8_depthwise_BN/ReadVariableOp/resource" -> "480 mobilenetv2_1.00_96/block_8_depthwise_BN/ReadVariableOp"; -"480 mobilenetv2_1.00_96/block_8_depthwise_BN/ReadVariableOp" -> "487 mobilenetv2_1.00_96/block_8_depthwise_BN/FusedBatchNormV3"; -"481 mobilenetv2_1.00_96/block_8_depthwise_BN/ReadVariableOp_1/resource" -> "482 mobilenetv2_1.00_96/block_8_depthwise_BN/ReadVariableOp_1"; -"482 mobilenetv2_1.00_96/block_8_depthwise_BN/ReadVariableOp_1" -> 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mobilenetv2_1.00_96/block_8_project/Sigmoid/ReadVariableOp/resource" -> "490 mobilenetv2_1.00_96/block_8_project/Sigmoid/ReadVariableOp"; -"490 mobilenetv2_1.00_96/block_8_project/Sigmoid/ReadVariableOp" -> "491 mobilenetv2_1.00_96/block_8_project/Sigmoid"; -"491 mobilenetv2_1.00_96/block_8_project/Sigmoid" -> "492 mobilenetv2_1.00_96/block_8_project/Round"; -"492 mobilenetv2_1.00_96/block_8_project/Round" -> "495 mobilenetv2_1.00_96/block_8_project/mul"; -"493 mobilenetv2_1.00_96/block_8_project/ReadVariableOp/resource" -> "494 mobilenetv2_1.00_96/block_8_project/ReadVariableOp"; -"494 mobilenetv2_1.00_96/block_8_project/ReadVariableOp" -> "495 mobilenetv2_1.00_96/block_8_project/mul"; -"495 mobilenetv2_1.00_96/block_8_project/mul" -> "496 mobilenetv2_1.00_96/block_8_project/Conv2D"; -"496 mobilenetv2_1.00_96/block_8_project/Conv2D" -> "505 mobilenetv2_1.00_96/block_8_project_BN/FusedBatchNormV3"; -"497 mobilenetv2_1.00_96/block_8_project_BN/ReadVariableOp/resource" -> "498 mobilenetv2_1.00_96/block_8_project_BN/ReadVariableOp"; -"498 mobilenetv2_1.00_96/block_8_project_BN/ReadVariableOp" -> "505 mobilenetv2_1.00_96/block_8_project_BN/FusedBatchNormV3"; -"499 mobilenetv2_1.00_96/block_8_project_BN/ReadVariableOp_1/resource" -> "500 mobilenetv2_1.00_96/block_8_project_BN/ReadVariableOp_1"; -"500 mobilenetv2_1.00_96/block_8_project_BN/ReadVariableOp_1" -> "505 mobilenetv2_1.00_96/block_8_project_BN/FusedBatchNormV3"; -"501 mobilenetv2_1.00_96/block_8_project_BN/FusedBatchNormV3/ReadVariableOp/resource" -> "502 mobilenetv2_1.00_96/block_8_project_BN/FusedBatchNormV3/ReadVariableOp"; -"502 mobilenetv2_1.00_96/block_8_project_BN/FusedBatchNormV3/ReadVariableOp" -> "505 mobilenetv2_1.00_96/block_8_project_BN/FusedBatchNormV3"; -"503 mobilenetv2_1.00_96/block_8_project_BN/FusedBatchNormV3/ReadVariableOp_1/resource" -> "504 mobilenetv2_1.00_96/block_8_project_BN/FusedBatchNormV3/ReadVariableOp_1"; -"504 mobilenetv2_1.00_96/block_8_project_BN/FusedBatchNormV3/ReadVariableOp_1" -> "505 mobilenetv2_1.00_96/block_8_project_BN/FusedBatchNormV3"; -"505 mobilenetv2_1.00_96/block_8_project_BN/FusedBatchNormV3" -> "506 mobilenetv2_1.00_96/block_8_add/add"; -"506 mobilenetv2_1.00_96/block_8_add/add" -> "514 mobilenetv2_1.00_96/block_9_expand/Conv2D"; -"506 mobilenetv2_1.00_96/block_8_add/add" -> "562 mobilenetv2_1.00_96/block_9_add/add"; -"507 mobilenetv2_1.00_96/block_9_expand/Sigmoid/ReadVariableOp/resource" -> "508 mobilenetv2_1.00_96/block_9_expand/Sigmoid/ReadVariableOp"; -"508 mobilenetv2_1.00_96/block_9_expand/Sigmoid/ReadVariableOp" -> "509 mobilenetv2_1.00_96/block_9_expand/Sigmoid"; -"509 mobilenetv2_1.00_96/block_9_expand/Sigmoid" -> "510 mobilenetv2_1.00_96/block_9_expand/Round"; -"510 mobilenetv2_1.00_96/block_9_expand/Round" -> "513 mobilenetv2_1.00_96/block_9_expand/mul"; -"511 mobilenetv2_1.00_96/block_9_expand/ReadVariableOp/resource" -> "512 mobilenetv2_1.00_96/block_9_expand/ReadVariableOp"; -"512 mobilenetv2_1.00_96/block_9_expand/ReadVariableOp" -> "513 mobilenetv2_1.00_96/block_9_expand/mul"; -"513 mobilenetv2_1.00_96/block_9_expand/mul" -> "514 mobilenetv2_1.00_96/block_9_expand/Conv2D"; -"514 mobilenetv2_1.00_96/block_9_expand/Conv2D" -> "523 mobilenetv2_1.00_96/block_9_expand_BN/FusedBatchNormV3"; -"515 mobilenetv2_1.00_96/block_9_expand_BN/ReadVariableOp/resource" -> "516 mobilenetv2_1.00_96/block_9_expand_BN/ReadVariableOp"; -"516 mobilenetv2_1.00_96/block_9_expand_BN/ReadVariableOp" -> "523 mobilenetv2_1.00_96/block_9_expand_BN/FusedBatchNormV3"; -"517 mobilenetv2_1.00_96/block_9_expand_BN/ReadVariableOp_1/resource" -> "518 mobilenetv2_1.00_96/block_9_expand_BN/ReadVariableOp_1"; -"518 mobilenetv2_1.00_96/block_9_expand_BN/ReadVariableOp_1" -> "523 mobilenetv2_1.00_96/block_9_expand_BN/FusedBatchNormV3"; -"519 mobilenetv2_1.00_96/block_9_expand_BN/FusedBatchNormV3/ReadVariableOp/resource" -> "520 mobilenetv2_1.00_96/block_9_expand_BN/FusedBatchNormV3/ReadVariableOp"; -"520 mobilenetv2_1.00_96/block_9_expand_BN/FusedBatchNormV3/ReadVariableOp" -> "523 mobilenetv2_1.00_96/block_9_expand_BN/FusedBatchNormV3"; -"521 mobilenetv2_1.00_96/block_9_expand_BN/FusedBatchNormV3/ReadVariableOp_1/resource" -> "522 mobilenetv2_1.00_96/block_9_expand_BN/FusedBatchNormV3/ReadVariableOp_1"; -"522 mobilenetv2_1.00_96/block_9_expand_BN/FusedBatchNormV3/ReadVariableOp_1" -> "523 mobilenetv2_1.00_96/block_9_expand_BN/FusedBatchNormV3"; -"523 mobilenetv2_1.00_96/block_9_expand_BN/FusedBatchNormV3" -> "524 mobilenetv2_1.00_96/block_9_expand_relu/Relu6"; -"524 mobilenetv2_1.00_96/block_9_expand_relu/Relu6" -> "534 mobilenetv2_1.00_96/block_9_depthwise/depthwise"; -"525 mobilenetv2_1.00_96/block_9_depthwise/Sigmoid/ReadVariableOp/resource" -> "526 mobilenetv2_1.00_96/block_9_depthwise/Sigmoid/ReadVariableOp"; -"526 mobilenetv2_1.00_96/block_9_depthwise/Sigmoid/ReadVariableOp" -> "527 mobilenetv2_1.00_96/block_9_depthwise/Sigmoid"; -"527 mobilenetv2_1.00_96/block_9_depthwise/Sigmoid" -> "528 mobilenetv2_1.00_96/block_9_depthwise/Round"; -"528 mobilenetv2_1.00_96/block_9_depthwise/Round" -> "531 mobilenetv2_1.00_96/block_9_depthwise/mul"; -"529 mobilenetv2_1.00_96/block_9_depthwise/ReadVariableOp/resource" -> "530 mobilenetv2_1.00_96/block_9_depthwise/ReadVariableOp"; -"530 mobilenetv2_1.00_96/block_9_depthwise/ReadVariableOp" -> "531 mobilenetv2_1.00_96/block_9_depthwise/mul"; -"531 mobilenetv2_1.00_96/block_9_depthwise/mul" -> "534 mobilenetv2_1.00_96/block_9_depthwise/depthwise"; -"534 mobilenetv2_1.00_96/block_9_depthwise/depthwise" -> "543 mobilenetv2_1.00_96/block_9_depthwise_BN/FusedBatchNormV3"; -"535 mobilenetv2_1.00_96/block_9_depthwise_BN/ReadVariableOp/resource" -> "536 mobilenetv2_1.00_96/block_9_depthwise_BN/ReadVariableOp"; -"536 mobilenetv2_1.00_96/block_9_depthwise_BN/ReadVariableOp" -> "543 mobilenetv2_1.00_96/block_9_depthwise_BN/FusedBatchNormV3"; 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mobilenetv2_1.00_96/block_9_depthwise_relu/Relu6"; -"544 mobilenetv2_1.00_96/block_9_depthwise_relu/Relu6" -> "552 mobilenetv2_1.00_96/block_9_project/Conv2D"; -"545 mobilenetv2_1.00_96/block_9_project/Sigmoid/ReadVariableOp/resource" -> "546 mobilenetv2_1.00_96/block_9_project/Sigmoid/ReadVariableOp"; -"546 mobilenetv2_1.00_96/block_9_project/Sigmoid/ReadVariableOp" -> "547 mobilenetv2_1.00_96/block_9_project/Sigmoid"; -"547 mobilenetv2_1.00_96/block_9_project/Sigmoid" -> "548 mobilenetv2_1.00_96/block_9_project/Round"; -"548 mobilenetv2_1.00_96/block_9_project/Round" -> "551 mobilenetv2_1.00_96/block_9_project/mul"; -"549 mobilenetv2_1.00_96/block_9_project/ReadVariableOp/resource" -> "550 mobilenetv2_1.00_96/block_9_project/ReadVariableOp"; -"550 mobilenetv2_1.00_96/block_9_project/ReadVariableOp" -> "551 mobilenetv2_1.00_96/block_9_project/mul"; -"551 mobilenetv2_1.00_96/block_9_project/mul" -> "552 mobilenetv2_1.00_96/block_9_project/Conv2D"; -"552 mobilenetv2_1.00_96/block_9_project/Conv2D" -> "561 mobilenetv2_1.00_96/block_9_project_BN/FusedBatchNormV3"; -"553 mobilenetv2_1.00_96/block_9_project_BN/ReadVariableOp/resource" -> "554 mobilenetv2_1.00_96/block_9_project_BN/ReadVariableOp"; -"554 mobilenetv2_1.00_96/block_9_project_BN/ReadVariableOp" -> "561 mobilenetv2_1.00_96/block_9_project_BN/FusedBatchNormV3"; -"555 mobilenetv2_1.00_96/block_9_project_BN/ReadVariableOp_1/resource" -> "556 mobilenetv2_1.00_96/block_9_project_BN/ReadVariableOp_1"; -"556 mobilenetv2_1.00_96/block_9_project_BN/ReadVariableOp_1" -> "561 mobilenetv2_1.00_96/block_9_project_BN/FusedBatchNormV3"; -"557 mobilenetv2_1.00_96/block_9_project_BN/FusedBatchNormV3/ReadVariableOp/resource" -> "558 mobilenetv2_1.00_96/block_9_project_BN/FusedBatchNormV3/ReadVariableOp"; -"558 mobilenetv2_1.00_96/block_9_project_BN/FusedBatchNormV3/ReadVariableOp" -> "561 mobilenetv2_1.00_96/block_9_project_BN/FusedBatchNormV3"; -"559 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MobilenetV3large/expanded_conv_3/squeeze_excite/AvgPool/Mean/reduction_indices" -> "220 MobilenetV3large/expanded_conv_3/squeeze_excite/AvgPool/Mean"; -"220 MobilenetV3large/expanded_conv_3/squeeze_excite/AvgPool/Mean" -> "221 MobilenetV3large/reshape/Shape"; -"220 MobilenetV3large/expanded_conv_3/squeeze_excite/AvgPool/Mean" -> "230 MobilenetV3large/reshape/Reshape"; -"221 MobilenetV3large/reshape/Shape" -> "225 MobilenetV3large/reshape/strided_slice"; -"222 MobilenetV3large/reshape/strided_slice/stack" -> "225 MobilenetV3large/reshape/strided_slice"; -"223 MobilenetV3large/reshape/strided_slice/stack_1" -> "225 MobilenetV3large/reshape/strided_slice"; -"224 MobilenetV3large/reshape/strided_slice/stack_2" -> "225 MobilenetV3large/reshape/strided_slice"; -"225 MobilenetV3large/reshape/strided_slice" -> "229 MobilenetV3large/reshape/Reshape/shape"; -"226 MobilenetV3large/reshape/Reshape/shape/1" -> "229 MobilenetV3large/reshape/Reshape/shape"; -"227 MobilenetV3large/reshape/Reshape/shape/2" -> "229 MobilenetV3large/reshape/Reshape/shape"; -"228 MobilenetV3large/reshape/Reshape/shape/3" -> "229 MobilenetV3large/reshape/Reshape/shape"; -"229 MobilenetV3large/reshape/Reshape/shape" -> "230 MobilenetV3large/reshape/Reshape"; -"230 MobilenetV3large/reshape/Reshape" -> "238 MobilenetV3large/expanded_conv_3/squeeze_excite/Conv/Conv2D"; -"231 MobilenetV3large/expanded_conv_3/squeeze_excite/Conv/Sigmoid/ReadVariableOp/resource" -> "232 MobilenetV3large/expanded_conv_3/squeeze_excite/Conv/Sigmoid/ReadVariableOp"; -"232 MobilenetV3large/expanded_conv_3/squeeze_excite/Conv/Sigmoid/ReadVariableOp" -> "233 MobilenetV3large/expanded_conv_3/squeeze_excite/Conv/Sigmoid"; -"233 MobilenetV3large/expanded_conv_3/squeeze_excite/Conv/Sigmoid" -> "234 MobilenetV3large/expanded_conv_3/squeeze_excite/Conv/Round"; -"234 MobilenetV3large/expanded_conv_3/squeeze_excite/Conv/Round" -> "237 MobilenetV3large/expanded_conv_3/squeeze_excite/Conv/mul"; -"235 MobilenetV3large/expanded_conv_3/squeeze_excite/Conv/ReadVariableOp/resource" -> "236 MobilenetV3large/expanded_conv_3/squeeze_excite/Conv/ReadVariableOp"; -"236 MobilenetV3large/expanded_conv_3/squeeze_excite/Conv/ReadVariableOp" -> "237 MobilenetV3large/expanded_conv_3/squeeze_excite/Conv/mul"; -"237 MobilenetV3large/expanded_conv_3/squeeze_excite/Conv/mul" -> "238 MobilenetV3large/expanded_conv_3/squeeze_excite/Conv/Conv2D"; -"238 MobilenetV3large/expanded_conv_3/squeeze_excite/Conv/Conv2D" -> "241 MobilenetV3large/expanded_conv_3/squeeze_excite/Conv/BiasAdd"; -"239 MobilenetV3large/expanded_conv_3/squeeze_excite/Conv/BiasAdd/ReadVariableOp/resource" -> "240 MobilenetV3large/expanded_conv_3/squeeze_excite/Conv/BiasAdd/ReadVariableOp"; -"240 MobilenetV3large/expanded_conv_3/squeeze_excite/Conv/BiasAdd/ReadVariableOp" -> "241 MobilenetV3large/expanded_conv_3/squeeze_excite/Conv/BiasAdd"; -"241 MobilenetV3large/expanded_conv_3/squeeze_excite/Conv/BiasAdd" -> "242 MobilenetV3large/expanded_conv_3/squeeze_excite/Relu/Relu"; -"242 MobilenetV3large/expanded_conv_3/squeeze_excite/Relu/Relu" -> "250 MobilenetV3large/expanded_conv_3/squeeze_excite/Conv_1/Conv2D"; -"243 MobilenetV3large/expanded_conv_3/squeeze_excite/Conv_1/Sigmoid/ReadVariableOp/resource" -> "244 MobilenetV3large/expanded_conv_3/squeeze_excite/Conv_1/Sigmoid/ReadVariableOp"; -"244 MobilenetV3large/expanded_conv_3/squeeze_excite/Conv_1/Sigmoid/ReadVariableOp" -> "245 MobilenetV3large/expanded_conv_3/squeeze_excite/Conv_1/Sigmoid"; -"245 MobilenetV3large/expanded_conv_3/squeeze_excite/Conv_1/Sigmoid" -> "246 MobilenetV3large/expanded_conv_3/squeeze_excite/Conv_1/Round"; -"246 MobilenetV3large/expanded_conv_3/squeeze_excite/Conv_1/Round" -> "249 MobilenetV3large/expanded_conv_3/squeeze_excite/Conv_1/mul"; -"247 MobilenetV3large/expanded_conv_3/squeeze_excite/Conv_1/ReadVariableOp/resource" -> "248 MobilenetV3large/expanded_conv_3/squeeze_excite/Conv_1/ReadVariableOp"; -"248 MobilenetV3large/expanded_conv_3/squeeze_excite/Conv_1/ReadVariableOp" -> "249 MobilenetV3large/expanded_conv_3/squeeze_excite/Conv_1/mul"; -"249 MobilenetV3large/expanded_conv_3/squeeze_excite/Conv_1/mul" -> "250 MobilenetV3large/expanded_conv_3/squeeze_excite/Conv_1/Conv2D"; -"250 MobilenetV3large/expanded_conv_3/squeeze_excite/Conv_1/Conv2D" -> "253 MobilenetV3large/expanded_conv_3/squeeze_excite/Conv_1/BiasAdd"; -"251 MobilenetV3large/expanded_conv_3/squeeze_excite/Conv_1/BiasAdd/ReadVariableOp/resource" -> "252 MobilenetV3large/expanded_conv_3/squeeze_excite/Conv_1/BiasAdd/ReadVariableOp"; -"252 MobilenetV3large/expanded_conv_3/squeeze_excite/Conv_1/BiasAdd/ReadVariableOp" -> "253 MobilenetV3large/expanded_conv_3/squeeze_excite/Conv_1/BiasAdd"; -"253 MobilenetV3large/expanded_conv_3/squeeze_excite/Conv_1/BiasAdd" -> "255 MobilenetV3large/tf.__operators__.add_1/AddV2"; -"254 MobilenetV3large/tf.__operators__.add_1/y" -> "255 MobilenetV3large/tf.__operators__.add_1/AddV2"; -"255 MobilenetV3large/tf.__operators__.add_1/AddV2" -> "256 MobilenetV3large/re_lu_8/Relu6"; -"256 MobilenetV3large/re_lu_8/Relu6" -> "258 MobilenetV3large/tf.math.multiply_1/Mul"; -"257 MobilenetV3large/tf.math.multiply_1/Mul/y" -> "258 MobilenetV3large/tf.math.multiply_1/Mul"; -"258 MobilenetV3large/tf.math.multiply_1/Mul" -> "259 MobilenetV3large/expanded_conv_3/squeeze_excite/Mul/mul"; -"259 MobilenetV3large/expanded_conv_3/squeeze_excite/Mul/mul" -> "267 MobilenetV3large/expanded_conv_3/project/Conv2D"; -"260 MobilenetV3large/expanded_conv_3/project/Sigmoid/ReadVariableOp/resource" -> "261 MobilenetV3large/expanded_conv_3/project/Sigmoid/ReadVariableOp"; -"261 MobilenetV3large/expanded_conv_3/project/Sigmoid/ReadVariableOp" -> "262 MobilenetV3large/expanded_conv_3/project/Sigmoid"; -"262 MobilenetV3large/expanded_conv_3/project/Sigmoid" -> "263 MobilenetV3large/expanded_conv_3/project/Round"; -"263 MobilenetV3large/expanded_conv_3/project/Round" -> "266 MobilenetV3large/expanded_conv_3/project/mul"; -"264 MobilenetV3large/expanded_conv_3/project/ReadVariableOp/resource" -> "265 MobilenetV3large/expanded_conv_3/project/ReadVariableOp"; -"265 MobilenetV3large/expanded_conv_3/project/ReadVariableOp" -> "266 MobilenetV3large/expanded_conv_3/project/mul"; -"266 MobilenetV3large/expanded_conv_3/project/mul" -> "267 MobilenetV3large/expanded_conv_3/project/Conv2D"; -"267 MobilenetV3large/expanded_conv_3/project/Conv2D" -> "276 MobilenetV3large/expanded_conv_3/project/BatchNorm/FusedBatchNormV3"; -"268 MobilenetV3large/expanded_conv_3/project/BatchNorm/ReadVariableOp/resource" -> "269 MobilenetV3large/expanded_conv_3/project/BatchNorm/ReadVariableOp"; -"269 MobilenetV3large/expanded_conv_3/project/BatchNorm/ReadVariableOp" -> "276 MobilenetV3large/expanded_conv_3/project/BatchNorm/FusedBatchNormV3"; -"270 MobilenetV3large/expanded_conv_3/project/BatchNorm/ReadVariableOp_1/resource" -> "271 MobilenetV3large/expanded_conv_3/project/BatchNorm/ReadVariableOp_1"; -"271 MobilenetV3large/expanded_conv_3/project/BatchNorm/ReadVariableOp_1" -> "276 MobilenetV3large/expanded_conv_3/project/BatchNorm/FusedBatchNormV3"; -"272 MobilenetV3large/expanded_conv_3/project/BatchNorm/FusedBatchNormV3/ReadVariableOp/resource" -> "273 MobilenetV3large/expanded_conv_3/project/BatchNorm/FusedBatchNormV3/ReadVariableOp"; -"273 MobilenetV3large/expanded_conv_3/project/BatchNorm/FusedBatchNormV3/ReadVariableOp" -> "276 MobilenetV3large/expanded_conv_3/project/BatchNorm/FusedBatchNormV3"; -"274 MobilenetV3large/expanded_conv_3/project/BatchNorm/FusedBatchNormV3/ReadVariableOp_1/resource" -> "275 MobilenetV3large/expanded_conv_3/project/BatchNorm/FusedBatchNormV3/ReadVariableOp_1"; -"275 MobilenetV3large/expanded_conv_3/project/BatchNorm/FusedBatchNormV3/ReadVariableOp_1" -> "276 MobilenetV3large/expanded_conv_3/project/BatchNorm/FusedBatchNormV3"; -"276 MobilenetV3large/expanded_conv_3/project/BatchNorm/FusedBatchNormV3" -> "284 MobilenetV3large/expanded_conv_4/expand/Conv2D"; -"276 MobilenetV3large/expanded_conv_3/project/BatchNorm/FusedBatchNormV3" -> "373 MobilenetV3large/expanded_conv_4/Add/add"; -"277 MobilenetV3large/expanded_conv_4/expand/Sigmoid/ReadVariableOp/resource" -> "278 MobilenetV3large/expanded_conv_4/expand/Sigmoid/ReadVariableOp"; -"278 MobilenetV3large/expanded_conv_4/expand/Sigmoid/ReadVariableOp" -> "279 MobilenetV3large/expanded_conv_4/expand/Sigmoid"; -"279 MobilenetV3large/expanded_conv_4/expand/Sigmoid" -> "280 MobilenetV3large/expanded_conv_4/expand/Round"; -"280 MobilenetV3large/expanded_conv_4/expand/Round" -> "283 MobilenetV3large/expanded_conv_4/expand/mul"; -"281 MobilenetV3large/expanded_conv_4/expand/ReadVariableOp/resource" -> "282 MobilenetV3large/expanded_conv_4/expand/ReadVariableOp"; -"282 MobilenetV3large/expanded_conv_4/expand/ReadVariableOp" -> "283 MobilenetV3large/expanded_conv_4/expand/mul"; -"283 MobilenetV3large/expanded_conv_4/expand/mul" -> "284 MobilenetV3large/expanded_conv_4/expand/Conv2D"; -"284 MobilenetV3large/expanded_conv_4/expand/Conv2D" -> "293 MobilenetV3large/expanded_conv_4/expand/BatchNorm/FusedBatchNormV3"; -"285 MobilenetV3large/expanded_conv_4/expand/BatchNorm/ReadVariableOp/resource" -> "286 MobilenetV3large/expanded_conv_4/expand/BatchNorm/ReadVariableOp"; -"286 MobilenetV3large/expanded_conv_4/expand/BatchNorm/ReadVariableOp" -> "293 MobilenetV3large/expanded_conv_4/expand/BatchNorm/FusedBatchNormV3"; -"287 MobilenetV3large/expanded_conv_4/expand/BatchNorm/ReadVariableOp_1/resource" -> "288 MobilenetV3large/expanded_conv_4/expand/BatchNorm/ReadVariableOp_1"; -"288 MobilenetV3large/expanded_conv_4/expand/BatchNorm/ReadVariableOp_1" -> "293 MobilenetV3large/expanded_conv_4/expand/BatchNorm/FusedBatchNormV3"; -"289 MobilenetV3large/expanded_conv_4/expand/BatchNorm/FusedBatchNormV3/ReadVariableOp/resource" -> "290 MobilenetV3large/expanded_conv_4/expand/BatchNorm/FusedBatchNormV3/ReadVariableOp"; -"290 MobilenetV3large/expanded_conv_4/expand/BatchNorm/FusedBatchNormV3/ReadVariableOp" -> "293 MobilenetV3large/expanded_conv_4/expand/BatchNorm/FusedBatchNormV3"; -"291 MobilenetV3large/expanded_conv_4/expand/BatchNorm/FusedBatchNormV3/ReadVariableOp_1/resource" -> "292 MobilenetV3large/expanded_conv_4/expand/BatchNorm/FusedBatchNormV3/ReadVariableOp_1"; -"292 MobilenetV3large/expanded_conv_4/expand/BatchNorm/FusedBatchNormV3/ReadVariableOp_1" -> "293 MobilenetV3large/expanded_conv_4/expand/BatchNorm/FusedBatchNormV3"; -"293 MobilenetV3large/expanded_conv_4/expand/BatchNorm/FusedBatchNormV3" -> "294 MobilenetV3large/re_lu_9/Relu"; -"294 MobilenetV3large/re_lu_9/Relu" -> "304 MobilenetV3large/expanded_conv_4/depthwise/depthwise"; -"295 MobilenetV3large/expanded_conv_4/depthwise/Sigmoid/ReadVariableOp/resource" -> "296 MobilenetV3large/expanded_conv_4/depthwise/Sigmoid/ReadVariableOp"; -"296 MobilenetV3large/expanded_conv_4/depthwise/Sigmoid/ReadVariableOp" -> "297 MobilenetV3large/expanded_conv_4/depthwise/Sigmoid"; -"297 MobilenetV3large/expanded_conv_4/depthwise/Sigmoid" -> "298 MobilenetV3large/expanded_conv_4/depthwise/Round"; -"298 MobilenetV3large/expanded_conv_4/depthwise/Round" -> "301 MobilenetV3large/expanded_conv_4/depthwise/mul"; -"299 MobilenetV3large/expanded_conv_4/depthwise/ReadVariableOp/resource" -> "300 MobilenetV3large/expanded_conv_4/depthwise/ReadVariableOp"; -"300 MobilenetV3large/expanded_conv_4/depthwise/ReadVariableOp" -> "301 MobilenetV3large/expanded_conv_4/depthwise/mul"; -"301 MobilenetV3large/expanded_conv_4/depthwise/mul" -> "304 MobilenetV3large/expanded_conv_4/depthwise/depthwise"; -"304 MobilenetV3large/expanded_conv_4/depthwise/depthwise" -> "313 MobilenetV3large/expanded_conv_4/depthwise/BatchNorm/FusedBatchNormV3"; -"305 MobilenetV3large/expanded_conv_4/depthwise/BatchNorm/ReadVariableOp/resource" -> "306 MobilenetV3large/expanded_conv_4/depthwise/BatchNorm/ReadVariableOp"; -"306 MobilenetV3large/expanded_conv_4/depthwise/BatchNorm/ReadVariableOp" -> "313 MobilenetV3large/expanded_conv_4/depthwise/BatchNorm/FusedBatchNormV3"; -"307 MobilenetV3large/expanded_conv_4/depthwise/BatchNorm/ReadVariableOp_1/resource" -> "308 MobilenetV3large/expanded_conv_4/depthwise/BatchNorm/ReadVariableOp_1"; -"308 MobilenetV3large/expanded_conv_4/depthwise/BatchNorm/ReadVariableOp_1" -> "313 MobilenetV3large/expanded_conv_4/depthwise/BatchNorm/FusedBatchNormV3"; -"309 MobilenetV3large/expanded_conv_4/depthwise/BatchNorm/FusedBatchNormV3/ReadVariableOp/resource" -> "310 MobilenetV3large/expanded_conv_4/depthwise/BatchNorm/FusedBatchNormV3/ReadVariableOp"; -"310 MobilenetV3large/expanded_conv_4/depthwise/BatchNorm/FusedBatchNormV3/ReadVariableOp" -> "313 MobilenetV3large/expanded_conv_4/depthwise/BatchNorm/FusedBatchNormV3"; -"311 MobilenetV3large/expanded_conv_4/depthwise/BatchNorm/FusedBatchNormV3/ReadVariableOp_1/resource" -> "312 MobilenetV3large/expanded_conv_4/depthwise/BatchNorm/FusedBatchNormV3/ReadVariableOp_1"; -"312 MobilenetV3large/expanded_conv_4/depthwise/BatchNorm/FusedBatchNormV3/ReadVariableOp_1" -> "313 MobilenetV3large/expanded_conv_4/depthwise/BatchNorm/FusedBatchNormV3"; -"313 MobilenetV3large/expanded_conv_4/depthwise/BatchNorm/FusedBatchNormV3" -> "314 MobilenetV3large/re_lu_10/Relu"; -"314 MobilenetV3large/re_lu_10/Relu" -> "316 MobilenetV3large/expanded_conv_4/squeeze_excite/AvgPool/Mean"; -"314 MobilenetV3large/re_lu_10/Relu" -> "355 MobilenetV3large/expanded_conv_4/squeeze_excite/Mul/mul"; -"315 MobilenetV3large/expanded_conv_4/squeeze_excite/AvgPool/Mean/reduction_indices" -> "316 MobilenetV3large/expanded_conv_4/squeeze_excite/AvgPool/Mean"; -"316 MobilenetV3large/expanded_conv_4/squeeze_excite/AvgPool/Mean" -> "317 MobilenetV3large/reshape_1/Shape"; -"316 MobilenetV3large/expanded_conv_4/squeeze_excite/AvgPool/Mean" -> "326 MobilenetV3large/reshape_1/Reshape"; -"317 MobilenetV3large/reshape_1/Shape" -> "321 MobilenetV3large/reshape_1/strided_slice"; -"318 MobilenetV3large/reshape_1/strided_slice/stack" -> "321 MobilenetV3large/reshape_1/strided_slice"; -"319 MobilenetV3large/reshape_1/strided_slice/stack_1" -> "321 MobilenetV3large/reshape_1/strided_slice"; -"320 MobilenetV3large/reshape_1/strided_slice/stack_2" -> "321 MobilenetV3large/reshape_1/strided_slice"; -"321 MobilenetV3large/reshape_1/strided_slice" -> "325 MobilenetV3large/reshape_1/Reshape/shape"; -"322 MobilenetV3large/reshape_1/Reshape/shape/1" -> "325 MobilenetV3large/reshape_1/Reshape/shape"; -"323 MobilenetV3large/reshape_1/Reshape/shape/2" -> "325 MobilenetV3large/reshape_1/Reshape/shape"; -"324 MobilenetV3large/reshape_1/Reshape/shape/3" -> "325 MobilenetV3large/reshape_1/Reshape/shape"; -"325 MobilenetV3large/reshape_1/Reshape/shape" -> "326 MobilenetV3large/reshape_1/Reshape"; -"326 MobilenetV3large/reshape_1/Reshape" -> "334 MobilenetV3large/expanded_conv_4/squeeze_excite/Conv/Conv2D"; -"327 MobilenetV3large/expanded_conv_4/squeeze_excite/Conv/Sigmoid/ReadVariableOp/resource" -> "328 MobilenetV3large/expanded_conv_4/squeeze_excite/Conv/Sigmoid/ReadVariableOp"; -"328 MobilenetV3large/expanded_conv_4/squeeze_excite/Conv/Sigmoid/ReadVariableOp" -> "329 MobilenetV3large/expanded_conv_4/squeeze_excite/Conv/Sigmoid"; -"329 MobilenetV3large/expanded_conv_4/squeeze_excite/Conv/Sigmoid" -> "330 MobilenetV3large/expanded_conv_4/squeeze_excite/Conv/Round"; -"330 MobilenetV3large/expanded_conv_4/squeeze_excite/Conv/Round" -> "333 MobilenetV3large/expanded_conv_4/squeeze_excite/Conv/mul"; -"331 MobilenetV3large/expanded_conv_4/squeeze_excite/Conv/ReadVariableOp/resource" -> "332 MobilenetV3large/expanded_conv_4/squeeze_excite/Conv/ReadVariableOp"; -"332 MobilenetV3large/expanded_conv_4/squeeze_excite/Conv/ReadVariableOp" -> "333 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MobilenetV3large/expanded_conv_6/expand/Sigmoid"; -"473 MobilenetV3large/expanded_conv_6/expand/Sigmoid" -> "474 MobilenetV3large/expanded_conv_6/expand/Round"; -"474 MobilenetV3large/expanded_conv_6/expand/Round" -> "477 MobilenetV3large/expanded_conv_6/expand/mul"; -"475 MobilenetV3large/expanded_conv_6/expand/ReadVariableOp/resource" -> "476 MobilenetV3large/expanded_conv_6/expand/ReadVariableOp"; -"476 MobilenetV3large/expanded_conv_6/expand/ReadVariableOp" -> "477 MobilenetV3large/expanded_conv_6/expand/mul"; -"477 MobilenetV3large/expanded_conv_6/expand/mul" -> "478 MobilenetV3large/expanded_conv_6/expand/Conv2D"; -"478 MobilenetV3large/expanded_conv_6/expand/Conv2D" -> "487 MobilenetV3large/expanded_conv_6/expand/BatchNorm/FusedBatchNormV3"; -"479 MobilenetV3large/expanded_conv_6/expand/BatchNorm/ReadVariableOp/resource" -> "480 MobilenetV3large/expanded_conv_6/expand/BatchNorm/ReadVariableOp"; -"480 MobilenetV3large/expanded_conv_6/expand/BatchNorm/ReadVariableOp" -> "487 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MobilenetV3large/expanded_conv_6/depthwise/mul"; -"502 MobilenetV3large/expanded_conv_6/depthwise/mul" -> "505 MobilenetV3large/expanded_conv_6/depthwise/depthwise"; -"505 MobilenetV3large/expanded_conv_6/depthwise/depthwise" -> "514 MobilenetV3large/expanded_conv_6/depthwise/BatchNorm/FusedBatchNormV3"; -"506 MobilenetV3large/expanded_conv_6/depthwise/BatchNorm/ReadVariableOp/resource" -> "507 MobilenetV3large/expanded_conv_6/depthwise/BatchNorm/ReadVariableOp"; -"507 MobilenetV3large/expanded_conv_6/depthwise/BatchNorm/ReadVariableOp" -> "514 MobilenetV3large/expanded_conv_6/depthwise/BatchNorm/FusedBatchNormV3"; -"508 MobilenetV3large/expanded_conv_6/depthwise/BatchNorm/ReadVariableOp_1/resource" -> "509 MobilenetV3large/expanded_conv_6/depthwise/BatchNorm/ReadVariableOp_1"; -"509 MobilenetV3large/expanded_conv_6/depthwise/BatchNorm/ReadVariableOp_1" -> "514 MobilenetV3large/expanded_conv_6/depthwise/BatchNorm/FusedBatchNormV3"; -"510 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MobilenetV3large/expanded_conv_6/project/BatchNorm/FusedBatchNormV3" -> "545 MobilenetV3large/expanded_conv_7/expand/Conv2D"; -"537 MobilenetV3large/expanded_conv_6/project/BatchNorm/FusedBatchNormV3" -> "603 MobilenetV3large/expanded_conv_7/Add/add"; -"538 MobilenetV3large/expanded_conv_7/expand/Sigmoid/ReadVariableOp/resource" -> "539 MobilenetV3large/expanded_conv_7/expand/Sigmoid/ReadVariableOp"; -"539 MobilenetV3large/expanded_conv_7/expand/Sigmoid/ReadVariableOp" -> "540 MobilenetV3large/expanded_conv_7/expand/Sigmoid"; -"540 MobilenetV3large/expanded_conv_7/expand/Sigmoid" -> "541 MobilenetV3large/expanded_conv_7/expand/Round"; -"541 MobilenetV3large/expanded_conv_7/expand/Round" -> "544 MobilenetV3large/expanded_conv_7/expand/mul"; -"542 MobilenetV3large/expanded_conv_7/expand/ReadVariableOp/resource" -> "543 MobilenetV3large/expanded_conv_7/expand/ReadVariableOp"; -"543 MobilenetV3large/expanded_conv_7/expand/ReadVariableOp" -> "544 MobilenetV3large/expanded_conv_7/expand/mul"; -"544 MobilenetV3large/expanded_conv_7/expand/mul" -> "545 MobilenetV3large/expanded_conv_7/expand/Conv2D"; -"545 MobilenetV3large/expanded_conv_7/expand/Conv2D" -> "554 MobilenetV3large/expanded_conv_7/expand/BatchNorm/FusedBatchNormV3"; -"546 MobilenetV3large/expanded_conv_7/expand/BatchNorm/ReadVariableOp/resource" -> "547 MobilenetV3large/expanded_conv_7/expand/BatchNorm/ReadVariableOp"; -"547 MobilenetV3large/expanded_conv_7/expand/BatchNorm/ReadVariableOp" -> "554 MobilenetV3large/expanded_conv_7/expand/BatchNorm/FusedBatchNormV3"; -"548 MobilenetV3large/expanded_conv_7/expand/BatchNorm/ReadVariableOp_1/resource" -> "549 MobilenetV3large/expanded_conv_7/expand/BatchNorm/ReadVariableOp_1"; -"549 MobilenetV3large/expanded_conv_7/expand/BatchNorm/ReadVariableOp_1" -> "554 MobilenetV3large/expanded_conv_7/expand/BatchNorm/FusedBatchNormV3"; -"550 MobilenetV3large/expanded_conv_7/expand/BatchNorm/FusedBatchNormV3/ReadVariableOp/resource" 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MobilenetV3large/reshape_5/strided_slice"; -"1002 MobilenetV3large/reshape_5/strided_slice/stack" -> "1005 MobilenetV3large/reshape_5/strided_slice"; -"1003 MobilenetV3large/reshape_5/strided_slice/stack_1" -> "1005 MobilenetV3large/reshape_5/strided_slice"; -"1004 MobilenetV3large/reshape_5/strided_slice/stack_2" -> "1005 MobilenetV3large/reshape_5/strided_slice"; -"1005 MobilenetV3large/reshape_5/strided_slice" -> "1009 MobilenetV3large/reshape_5/Reshape/shape"; -"1006 MobilenetV3large/reshape_5/Reshape/shape/1" -> "1009 MobilenetV3large/reshape_5/Reshape/shape"; -"1007 MobilenetV3large/reshape_5/Reshape/shape/2" -> "1009 MobilenetV3large/reshape_5/Reshape/shape"; -"1008 MobilenetV3large/reshape_5/Reshape/shape/3" -> "1009 MobilenetV3large/reshape_5/Reshape/shape"; -"1009 MobilenetV3large/reshape_5/Reshape/shape" -> "1010 MobilenetV3large/reshape_5/Reshape"; -"1010 MobilenetV3large/reshape_5/Reshape" -> "1018 MobilenetV3large/expanded_conv_12/squeeze_excite/Conv/Conv2D"; -"1011 MobilenetV3large/expanded_conv_12/squeeze_excite/Conv/Sigmoid/ReadVariableOp/resource" -> "1012 MobilenetV3large/expanded_conv_12/squeeze_excite/Conv/Sigmoid/ReadVariableOp"; -"1012 MobilenetV3large/expanded_conv_12/squeeze_excite/Conv/Sigmoid/ReadVariableOp" -> "1013 MobilenetV3large/expanded_conv_12/squeeze_excite/Conv/Sigmoid"; -"1013 MobilenetV3large/expanded_conv_12/squeeze_excite/Conv/Sigmoid" -> "1014 MobilenetV3large/expanded_conv_12/squeeze_excite/Conv/Round"; -"1014 MobilenetV3large/expanded_conv_12/squeeze_excite/Conv/Round" -> "1017 MobilenetV3large/expanded_conv_12/squeeze_excite/Conv/mul"; -"1015 MobilenetV3large/expanded_conv_12/squeeze_excite/Conv/ReadVariableOp/resource" -> "1016 MobilenetV3large/expanded_conv_12/squeeze_excite/Conv/ReadVariableOp"; -"1016 MobilenetV3large/expanded_conv_12/squeeze_excite/Conv/ReadVariableOp" -> "1017 MobilenetV3large/expanded_conv_12/squeeze_excite/Conv/mul"; -"1017 MobilenetV3large/expanded_conv_12/squeeze_excite/Conv/mul" -> "1018 MobilenetV3large/expanded_conv_12/squeeze_excite/Conv/Conv2D"; -"1018 MobilenetV3large/expanded_conv_12/squeeze_excite/Conv/Conv2D" -> "1021 MobilenetV3large/expanded_conv_12/squeeze_excite/Conv/BiasAdd"; -"1019 MobilenetV3large/expanded_conv_12/squeeze_excite/Conv/BiasAdd/ReadVariableOp/resource" -> "1020 MobilenetV3large/expanded_conv_12/squeeze_excite/Conv/BiasAdd/ReadVariableOp"; -"1020 MobilenetV3large/expanded_conv_12/squeeze_excite/Conv/BiasAdd/ReadVariableOp" -> "1021 MobilenetV3large/expanded_conv_12/squeeze_excite/Conv/BiasAdd"; -"1021 MobilenetV3large/expanded_conv_12/squeeze_excite/Conv/BiasAdd" -> "1022 MobilenetV3large/expanded_conv_12/squeeze_excite/Relu/Relu"; -"1022 MobilenetV3large/expanded_conv_12/squeeze_excite/Relu/Relu" -> "1030 MobilenetV3large/expanded_conv_12/squeeze_excite/Conv_1/Conv2D"; -"1023 MobilenetV3large/expanded_conv_12/squeeze_excite/Conv_1/Sigmoid/ReadVariableOp/resource" -> "1024 MobilenetV3large/expanded_conv_12/squeeze_excite/Conv_1/Sigmoid/ReadVariableOp"; -"1024 MobilenetV3large/expanded_conv_12/squeeze_excite/Conv_1/Sigmoid/ReadVariableOp" -> "1025 MobilenetV3large/expanded_conv_12/squeeze_excite/Conv_1/Sigmoid"; -"1025 MobilenetV3large/expanded_conv_12/squeeze_excite/Conv_1/Sigmoid" -> "1026 MobilenetV3large/expanded_conv_12/squeeze_excite/Conv_1/Round"; -"1026 MobilenetV3large/expanded_conv_12/squeeze_excite/Conv_1/Round" -> "1029 MobilenetV3large/expanded_conv_12/squeeze_excite/Conv_1/mul"; -"1027 MobilenetV3large/expanded_conv_12/squeeze_excite/Conv_1/ReadVariableOp/resource" -> "1028 MobilenetV3large/expanded_conv_12/squeeze_excite/Conv_1/ReadVariableOp"; -"1028 MobilenetV3large/expanded_conv_12/squeeze_excite/Conv_1/ReadVariableOp" -> "1029 MobilenetV3large/expanded_conv_12/squeeze_excite/Conv_1/mul"; -"1029 MobilenetV3large/expanded_conv_12/squeeze_excite/Conv_1/mul" -> "1030 MobilenetV3large/expanded_conv_12/squeeze_excite/Conv_1/Conv2D"; -"1030 MobilenetV3large/expanded_conv_12/squeeze_excite/Conv_1/Conv2D" -> "1033 MobilenetV3large/expanded_conv_12/squeeze_excite/Conv_1/BiasAdd"; -"1031 MobilenetV3large/expanded_conv_12/squeeze_excite/Conv_1/BiasAdd/ReadVariableOp/resource" -> "1032 MobilenetV3large/expanded_conv_12/squeeze_excite/Conv_1/BiasAdd/ReadVariableOp"; -"1032 MobilenetV3large/expanded_conv_12/squeeze_excite/Conv_1/BiasAdd/ReadVariableOp" -> "1033 MobilenetV3large/expanded_conv_12/squeeze_excite/Conv_1/BiasAdd"; -"1033 MobilenetV3large/expanded_conv_12/squeeze_excite/Conv_1/BiasAdd" -> "1035 MobilenetV3large/tf.__operators__.add_20/AddV2"; -"1034 MobilenetV3large/tf.__operators__.add_20/y" -> "1035 MobilenetV3large/tf.__operators__.add_20/AddV2"; -"1035 MobilenetV3large/tf.__operators__.add_20/AddV2" -> "1036 MobilenetV3large/re_lu_31/Relu6"; -"1036 MobilenetV3large/re_lu_31/Relu6" -> "1038 MobilenetV3large/tf.math.multiply_20/Mul"; -"1037 MobilenetV3large/tf.math.multiply_20/Mul/y" -> "1038 MobilenetV3large/tf.math.multiply_20/Mul"; -"1038 MobilenetV3large/tf.math.multiply_20/Mul" -> "1039 MobilenetV3large/expanded_conv_12/squeeze_excite/Mul/mul"; -"1039 MobilenetV3large/expanded_conv_12/squeeze_excite/Mul/mul" -> "1047 MobilenetV3large/expanded_conv_12/project/Conv2D"; -"1040 MobilenetV3large/expanded_conv_12/project/Sigmoid/ReadVariableOp/resource" -> "1041 MobilenetV3large/expanded_conv_12/project/Sigmoid/ReadVariableOp"; -"1041 MobilenetV3large/expanded_conv_12/project/Sigmoid/ReadVariableOp" -> "1042 MobilenetV3large/expanded_conv_12/project/Sigmoid"; -"1042 MobilenetV3large/expanded_conv_12/project/Sigmoid" -> "1043 MobilenetV3large/expanded_conv_12/project/Round"; -"1043 MobilenetV3large/expanded_conv_12/project/Round" -> "1046 MobilenetV3large/expanded_conv_12/project/mul"; -"1044 MobilenetV3large/expanded_conv_12/project/ReadVariableOp/resource" -> "1045 MobilenetV3large/expanded_conv_12/project/ReadVariableOp"; -"1045 MobilenetV3large/expanded_conv_12/project/ReadVariableOp" -> "1046 MobilenetV3large/expanded_conv_12/project/mul"; -"1046 MobilenetV3large/expanded_conv_12/project/mul" -> "1047 MobilenetV3large/expanded_conv_12/project/Conv2D"; -"1047 MobilenetV3large/expanded_conv_12/project/Conv2D" -> "1056 MobilenetV3large/expanded_conv_12/project/BatchNorm/FusedBatchNormV3"; -"1048 MobilenetV3large/expanded_conv_12/project/BatchNorm/ReadVariableOp/resource" -> "1049 MobilenetV3large/expanded_conv_12/project/BatchNorm/ReadVariableOp"; -"1049 MobilenetV3large/expanded_conv_12/project/BatchNorm/ReadVariableOp" -> "1056 MobilenetV3large/expanded_conv_12/project/BatchNorm/FusedBatchNormV3"; -"1050 MobilenetV3large/expanded_conv_12/project/BatchNorm/ReadVariableOp_1/resource" -> "1051 MobilenetV3large/expanded_conv_12/project/BatchNorm/ReadVariableOp_1"; -"1051 MobilenetV3large/expanded_conv_12/project/BatchNorm/ReadVariableOp_1" -> "1056 MobilenetV3large/expanded_conv_12/project/BatchNorm/FusedBatchNormV3"; -"1052 MobilenetV3large/expanded_conv_12/project/BatchNorm/FusedBatchNormV3/ReadVariableOp/resource" -> "1053 MobilenetV3large/expanded_conv_12/project/BatchNorm/FusedBatchNormV3/ReadVariableOp"; -"1053 MobilenetV3large/expanded_conv_12/project/BatchNorm/FusedBatchNormV3/ReadVariableOp" -> "1056 MobilenetV3large/expanded_conv_12/project/BatchNorm/FusedBatchNormV3"; -"1054 MobilenetV3large/expanded_conv_12/project/BatchNorm/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1055 MobilenetV3large/expanded_conv_12/project/BatchNorm/FusedBatchNormV3/ReadVariableOp_1"; -"1055 MobilenetV3large/expanded_conv_12/project/BatchNorm/FusedBatchNormV3/ReadVariableOp_1" -> "1056 MobilenetV3large/expanded_conv_12/project/BatchNorm/FusedBatchNormV3"; -"1056 MobilenetV3large/expanded_conv_12/project/BatchNorm/FusedBatchNormV3" -> "1064 MobilenetV3large/expanded_conv_13/expand/Conv2D"; -"1056 MobilenetV3large/expanded_conv_12/project/BatchNorm/FusedBatchNormV3" -> "1163 MobilenetV3large/expanded_conv_13/Add/add"; -"1057 MobilenetV3large/expanded_conv_13/expand/Sigmoid/ReadVariableOp/resource" -> "1058 MobilenetV3large/expanded_conv_13/expand/Sigmoid/ReadVariableOp"; -"1058 MobilenetV3large/expanded_conv_13/expand/Sigmoid/ReadVariableOp" -> "1059 MobilenetV3large/expanded_conv_13/expand/Sigmoid"; -"1059 MobilenetV3large/expanded_conv_13/expand/Sigmoid" -> "1060 MobilenetV3large/expanded_conv_13/expand/Round"; -"1060 MobilenetV3large/expanded_conv_13/expand/Round" -> "1063 MobilenetV3large/expanded_conv_13/expand/mul"; -"1061 MobilenetV3large/expanded_conv_13/expand/ReadVariableOp/resource" -> "1062 MobilenetV3large/expanded_conv_13/expand/ReadVariableOp"; -"1062 MobilenetV3large/expanded_conv_13/expand/ReadVariableOp" -> "1063 MobilenetV3large/expanded_conv_13/expand/mul"; -"1063 MobilenetV3large/expanded_conv_13/expand/mul" -> "1064 MobilenetV3large/expanded_conv_13/expand/Conv2D"; -"1064 MobilenetV3large/expanded_conv_13/expand/Conv2D" -> "1073 MobilenetV3large/expanded_conv_13/expand/BatchNorm/FusedBatchNormV3"; -"1065 MobilenetV3large/expanded_conv_13/expand/BatchNorm/ReadVariableOp/resource" -> "1066 MobilenetV3large/expanded_conv_13/expand/BatchNorm/ReadVariableOp"; -"1066 MobilenetV3large/expanded_conv_13/expand/BatchNorm/ReadVariableOp" -> "1073 MobilenetV3large/expanded_conv_13/expand/BatchNorm/FusedBatchNormV3"; -"1067 MobilenetV3large/expanded_conv_13/expand/BatchNorm/ReadVariableOp_1/resource" -> "1068 MobilenetV3large/expanded_conv_13/expand/BatchNorm/ReadVariableOp_1"; -"1068 MobilenetV3large/expanded_conv_13/expand/BatchNorm/ReadVariableOp_1" -> "1073 MobilenetV3large/expanded_conv_13/expand/BatchNorm/FusedBatchNormV3"; -"1069 MobilenetV3large/expanded_conv_13/expand/BatchNorm/FusedBatchNormV3/ReadVariableOp/resource" -> "1070 MobilenetV3large/expanded_conv_13/expand/BatchNorm/FusedBatchNormV3/ReadVariableOp"; -"1070 MobilenetV3large/expanded_conv_13/expand/BatchNorm/FusedBatchNormV3/ReadVariableOp" -> "1073 MobilenetV3large/expanded_conv_13/expand/BatchNorm/FusedBatchNormV3"; -"1071 MobilenetV3large/expanded_conv_13/expand/BatchNorm/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1072 MobilenetV3large/expanded_conv_13/expand/BatchNorm/FusedBatchNormV3/ReadVariableOp_1"; -"1072 MobilenetV3large/expanded_conv_13/expand/BatchNorm/FusedBatchNormV3/ReadVariableOp_1" -> "1073 MobilenetV3large/expanded_conv_13/expand/BatchNorm/FusedBatchNormV3"; -"1073 MobilenetV3large/expanded_conv_13/expand/BatchNorm/FusedBatchNormV3" -> "1075 MobilenetV3large/tf.__operators__.add_21/AddV2"; -"1073 MobilenetV3large/expanded_conv_13/expand/BatchNorm/FusedBatchNormV3" -> "1079 MobilenetV3large/multiply_15/mul"; -"1074 MobilenetV3large/tf.__operators__.add_21/y" -> "1075 MobilenetV3large/tf.__operators__.add_21/AddV2"; -"1075 MobilenetV3large/tf.__operators__.add_21/AddV2" -> "1076 MobilenetV3large/re_lu_32/Relu6"; -"1076 MobilenetV3large/re_lu_32/Relu6" -> "1078 MobilenetV3large/tf.math.multiply_21/Mul"; -"1077 MobilenetV3large/tf.math.multiply_21/Mul/y" -> "1078 MobilenetV3large/tf.math.multiply_21/Mul"; -"1078 MobilenetV3large/tf.math.multiply_21/Mul" -> "1079 MobilenetV3large/multiply_15/mul"; -"1079 MobilenetV3large/multiply_15/mul" -> "1089 MobilenetV3large/expanded_conv_13/depthwise/depthwise"; -"1080 MobilenetV3large/expanded_conv_13/depthwise/Sigmoid/ReadVariableOp/resource" -> "1081 MobilenetV3large/expanded_conv_13/depthwise/Sigmoid/ReadVariableOp"; -"1081 MobilenetV3large/expanded_conv_13/depthwise/Sigmoid/ReadVariableOp" -> "1082 MobilenetV3large/expanded_conv_13/depthwise/Sigmoid"; -"1082 MobilenetV3large/expanded_conv_13/depthwise/Sigmoid" -> "1083 MobilenetV3large/expanded_conv_13/depthwise/Round"; -"1083 MobilenetV3large/expanded_conv_13/depthwise/Round" -> "1086 MobilenetV3large/expanded_conv_13/depthwise/mul"; -"1084 MobilenetV3large/expanded_conv_13/depthwise/ReadVariableOp/resource" -> "1085 MobilenetV3large/expanded_conv_13/depthwise/ReadVariableOp"; -"1085 MobilenetV3large/expanded_conv_13/depthwise/ReadVariableOp" -> "1086 MobilenetV3large/expanded_conv_13/depthwise/mul"; -"1086 MobilenetV3large/expanded_conv_13/depthwise/mul" -> "1089 MobilenetV3large/expanded_conv_13/depthwise/depthwise"; -"1089 MobilenetV3large/expanded_conv_13/depthwise/depthwise" -> "1098 MobilenetV3large/expanded_conv_13/depthwise/BatchNorm/FusedBatchNormV3"; -"1090 MobilenetV3large/expanded_conv_13/depthwise/BatchNorm/ReadVariableOp/resource" -> "1091 MobilenetV3large/expanded_conv_13/depthwise/BatchNorm/ReadVariableOp"; -"1091 MobilenetV3large/expanded_conv_13/depthwise/BatchNorm/ReadVariableOp" -> "1098 MobilenetV3large/expanded_conv_13/depthwise/BatchNorm/FusedBatchNormV3"; -"1092 MobilenetV3large/expanded_conv_13/depthwise/BatchNorm/ReadVariableOp_1/resource" -> "1093 MobilenetV3large/expanded_conv_13/depthwise/BatchNorm/ReadVariableOp_1"; -"1093 MobilenetV3large/expanded_conv_13/depthwise/BatchNorm/ReadVariableOp_1" -> "1098 MobilenetV3large/expanded_conv_13/depthwise/BatchNorm/FusedBatchNormV3"; -"1094 MobilenetV3large/expanded_conv_13/depthwise/BatchNorm/FusedBatchNormV3/ReadVariableOp/resource" -> "1095 MobilenetV3large/expanded_conv_13/depthwise/BatchNorm/FusedBatchNormV3/ReadVariableOp"; -"1095 MobilenetV3large/expanded_conv_13/depthwise/BatchNorm/FusedBatchNormV3/ReadVariableOp" -> "1098 MobilenetV3large/expanded_conv_13/depthwise/BatchNorm/FusedBatchNormV3"; -"1096 MobilenetV3large/expanded_conv_13/depthwise/BatchNorm/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1097 MobilenetV3large/expanded_conv_13/depthwise/BatchNorm/FusedBatchNormV3/ReadVariableOp_1"; -"1097 MobilenetV3large/expanded_conv_13/depthwise/BatchNorm/FusedBatchNormV3/ReadVariableOp_1" -> "1098 MobilenetV3large/expanded_conv_13/depthwise/BatchNorm/FusedBatchNormV3"; -"1098 MobilenetV3large/expanded_conv_13/depthwise/BatchNorm/FusedBatchNormV3" -> "1100 MobilenetV3large/tf.__operators__.add_22/AddV2"; -"1098 MobilenetV3large/expanded_conv_13/depthwise/BatchNorm/FusedBatchNormV3" -> "1104 MobilenetV3large/multiply_16/mul"; -"1099 MobilenetV3large/tf.__operators__.add_22/y" -> "1100 MobilenetV3large/tf.__operators__.add_22/AddV2"; -"1100 MobilenetV3large/tf.__operators__.add_22/AddV2" -> "1101 MobilenetV3large/re_lu_33/Relu6"; -"1101 MobilenetV3large/re_lu_33/Relu6" -> "1103 MobilenetV3large/tf.math.multiply_22/Mul"; -"1102 MobilenetV3large/tf.math.multiply_22/Mul/y" -> "1103 MobilenetV3large/tf.math.multiply_22/Mul"; -"1103 MobilenetV3large/tf.math.multiply_22/Mul" -> "1104 MobilenetV3large/multiply_16/mul"; -"1104 MobilenetV3large/multiply_16/mul" -> "1106 MobilenetV3large/expanded_conv_13/squeeze_excite/AvgPool/Mean"; -"1104 MobilenetV3large/multiply_16/mul" -> "1145 MobilenetV3large/expanded_conv_13/squeeze_excite/Mul/mul"; -"1105 MobilenetV3large/expanded_conv_13/squeeze_excite/AvgPool/Mean/reduction_indices" -> "1106 MobilenetV3large/expanded_conv_13/squeeze_excite/AvgPool/Mean"; -"1106 MobilenetV3large/expanded_conv_13/squeeze_excite/AvgPool/Mean" -> "1107 MobilenetV3large/reshape_6/Shape"; -"1106 MobilenetV3large/expanded_conv_13/squeeze_excite/AvgPool/Mean" -> "1116 MobilenetV3large/reshape_6/Reshape"; -"1107 MobilenetV3large/reshape_6/Shape" -> "1111 MobilenetV3large/reshape_6/strided_slice"; -"1108 MobilenetV3large/reshape_6/strided_slice/stack" -> "1111 MobilenetV3large/reshape_6/strided_slice"; -"1109 MobilenetV3large/reshape_6/strided_slice/stack_1" -> "1111 MobilenetV3large/reshape_6/strided_slice"; -"1110 MobilenetV3large/reshape_6/strided_slice/stack_2" -> "1111 MobilenetV3large/reshape_6/strided_slice"; -"1111 MobilenetV3large/reshape_6/strided_slice" -> "1115 MobilenetV3large/reshape_6/Reshape/shape"; -"1112 MobilenetV3large/reshape_6/Reshape/shape/1" -> "1115 MobilenetV3large/reshape_6/Reshape/shape"; -"1113 MobilenetV3large/reshape_6/Reshape/shape/2" -> "1115 MobilenetV3large/reshape_6/Reshape/shape"; -"1114 MobilenetV3large/reshape_6/Reshape/shape/3" -> "1115 MobilenetV3large/reshape_6/Reshape/shape"; -"1115 MobilenetV3large/reshape_6/Reshape/shape" -> "1116 MobilenetV3large/reshape_6/Reshape"; -"1116 MobilenetV3large/reshape_6/Reshape" -> "1124 MobilenetV3large/expanded_conv_13/squeeze_excite/Conv/Conv2D"; -"1117 MobilenetV3large/expanded_conv_13/squeeze_excite/Conv/Sigmoid/ReadVariableOp/resource" -> "1118 MobilenetV3large/expanded_conv_13/squeeze_excite/Conv/Sigmoid/ReadVariableOp"; -"1118 MobilenetV3large/expanded_conv_13/squeeze_excite/Conv/Sigmoid/ReadVariableOp" -> "1119 MobilenetV3large/expanded_conv_13/squeeze_excite/Conv/Sigmoid"; -"1119 MobilenetV3large/expanded_conv_13/squeeze_excite/Conv/Sigmoid" -> "1120 MobilenetV3large/expanded_conv_13/squeeze_excite/Conv/Round"; -"1120 MobilenetV3large/expanded_conv_13/squeeze_excite/Conv/Round" -> "1123 MobilenetV3large/expanded_conv_13/squeeze_excite/Conv/mul"; -"1121 MobilenetV3large/expanded_conv_13/squeeze_excite/Conv/ReadVariableOp/resource" -> "1122 MobilenetV3large/expanded_conv_13/squeeze_excite/Conv/ReadVariableOp"; -"1122 MobilenetV3large/expanded_conv_13/squeeze_excite/Conv/ReadVariableOp" -> "1123 MobilenetV3large/expanded_conv_13/squeeze_excite/Conv/mul"; -"1123 MobilenetV3large/expanded_conv_13/squeeze_excite/Conv/mul" -> "1124 MobilenetV3large/expanded_conv_13/squeeze_excite/Conv/Conv2D"; -"1124 MobilenetV3large/expanded_conv_13/squeeze_excite/Conv/Conv2D" -> "1127 MobilenetV3large/expanded_conv_13/squeeze_excite/Conv/BiasAdd"; -"1125 MobilenetV3large/expanded_conv_13/squeeze_excite/Conv/BiasAdd/ReadVariableOp/resource" -> "1126 MobilenetV3large/expanded_conv_13/squeeze_excite/Conv/BiasAdd/ReadVariableOp"; -"1126 MobilenetV3large/expanded_conv_13/squeeze_excite/Conv/BiasAdd/ReadVariableOp" -> "1127 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MobilenetV3large/expanded_conv_14/squeeze_excite/Conv_1/Sigmoid/ReadVariableOp"; -"1237 MobilenetV3large/expanded_conv_14/squeeze_excite/Conv_1/Sigmoid/ReadVariableOp" -> "1238 MobilenetV3large/expanded_conv_14/squeeze_excite/Conv_1/Sigmoid"; -"1238 MobilenetV3large/expanded_conv_14/squeeze_excite/Conv_1/Sigmoid" -> "1239 MobilenetV3large/expanded_conv_14/squeeze_excite/Conv_1/Round"; -"1239 MobilenetV3large/expanded_conv_14/squeeze_excite/Conv_1/Round" -> "1242 MobilenetV3large/expanded_conv_14/squeeze_excite/Conv_1/mul"; -"1240 MobilenetV3large/expanded_conv_14/squeeze_excite/Conv_1/ReadVariableOp/resource" -> "1241 MobilenetV3large/expanded_conv_14/squeeze_excite/Conv_1/ReadVariableOp"; -"1241 MobilenetV3large/expanded_conv_14/squeeze_excite/Conv_1/ReadVariableOp" -> "1242 MobilenetV3large/expanded_conv_14/squeeze_excite/Conv_1/mul"; -"1242 MobilenetV3large/expanded_conv_14/squeeze_excite/Conv_1/mul" -> "1243 MobilenetV3large/expanded_conv_14/squeeze_excite/Conv_1/Conv2D"; -"1243 MobilenetV3large/expanded_conv_14/squeeze_excite/Conv_1/Conv2D" -> "1246 MobilenetV3large/expanded_conv_14/squeeze_excite/Conv_1/BiasAdd"; -"1244 MobilenetV3large/expanded_conv_14/squeeze_excite/Conv_1/BiasAdd/ReadVariableOp/resource" -> "1245 MobilenetV3large/expanded_conv_14/squeeze_excite/Conv_1/BiasAdd/ReadVariableOp"; -"1245 MobilenetV3large/expanded_conv_14/squeeze_excite/Conv_1/BiasAdd/ReadVariableOp" -> "1246 MobilenetV3large/expanded_conv_14/squeeze_excite/Conv_1/BiasAdd"; -"1246 MobilenetV3large/expanded_conv_14/squeeze_excite/Conv_1/BiasAdd" -> "1248 MobilenetV3large/tf.__operators__.add_26/AddV2"; -"1247 MobilenetV3large/tf.__operators__.add_26/y" -> "1248 MobilenetV3large/tf.__operators__.add_26/AddV2"; -"1248 MobilenetV3large/tf.__operators__.add_26/AddV2" -> "1249 MobilenetV3large/re_lu_37/Relu6"; -"1249 MobilenetV3large/re_lu_37/Relu6" -> "1251 MobilenetV3large/tf.math.multiply_26/Mul"; -"1250 MobilenetV3large/tf.math.multiply_26/Mul/y" -> "1251 MobilenetV3large/tf.math.multiply_26/Mul"; -"1251 MobilenetV3large/tf.math.multiply_26/Mul" -> "1252 MobilenetV3large/expanded_conv_14/squeeze_excite/Mul/mul"; -"1252 MobilenetV3large/expanded_conv_14/squeeze_excite/Mul/mul" -> "1260 MobilenetV3large/expanded_conv_14/project/Conv2D"; -"1253 MobilenetV3large/expanded_conv_14/project/Sigmoid/ReadVariableOp/resource" -> "1254 MobilenetV3large/expanded_conv_14/project/Sigmoid/ReadVariableOp"; -"1254 MobilenetV3large/expanded_conv_14/project/Sigmoid/ReadVariableOp" -> "1255 MobilenetV3large/expanded_conv_14/project/Sigmoid"; -"1255 MobilenetV3large/expanded_conv_14/project/Sigmoid" -> "1256 MobilenetV3large/expanded_conv_14/project/Round"; -"1256 MobilenetV3large/expanded_conv_14/project/Round" -> "1259 MobilenetV3large/expanded_conv_14/project/mul"; -"1257 MobilenetV3large/expanded_conv_14/project/ReadVariableOp/resource" -> "1258 MobilenetV3large/expanded_conv_14/project/ReadVariableOp"; -"1258 MobilenetV3large/expanded_conv_14/project/ReadVariableOp" -> "1259 MobilenetV3large/expanded_conv_14/project/mul"; -"1259 MobilenetV3large/expanded_conv_14/project/mul" -> "1260 MobilenetV3large/expanded_conv_14/project/Conv2D"; -"1260 MobilenetV3large/expanded_conv_14/project/Conv2D" -> "1269 MobilenetV3large/expanded_conv_14/project/BatchNorm/FusedBatchNormV3"; -"1261 MobilenetV3large/expanded_conv_14/project/BatchNorm/ReadVariableOp/resource" -> "1262 MobilenetV3large/expanded_conv_14/project/BatchNorm/ReadVariableOp"; -"1262 MobilenetV3large/expanded_conv_14/project/BatchNorm/ReadVariableOp" -> "1269 MobilenetV3large/expanded_conv_14/project/BatchNorm/FusedBatchNormV3"; -"1263 MobilenetV3large/expanded_conv_14/project/BatchNorm/ReadVariableOp_1/resource" -> "1264 MobilenetV3large/expanded_conv_14/project/BatchNorm/ReadVariableOp_1"; -"1264 MobilenetV3large/expanded_conv_14/project/BatchNorm/ReadVariableOp_1" -> "1269 MobilenetV3large/expanded_conv_14/project/BatchNorm/FusedBatchNormV3"; -"1265 MobilenetV3large/expanded_conv_14/project/BatchNorm/FusedBatchNormV3/ReadVariableOp/resource" -> "1266 MobilenetV3large/expanded_conv_14/project/BatchNorm/FusedBatchNormV3/ReadVariableOp"; -"1266 MobilenetV3large/expanded_conv_14/project/BatchNorm/FusedBatchNormV3/ReadVariableOp" -> "1269 MobilenetV3large/expanded_conv_14/project/BatchNorm/FusedBatchNormV3"; -"1267 MobilenetV3large/expanded_conv_14/project/BatchNorm/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1268 MobilenetV3large/expanded_conv_14/project/BatchNorm/FusedBatchNormV3/ReadVariableOp_1"; -"1268 MobilenetV3large/expanded_conv_14/project/BatchNorm/FusedBatchNormV3/ReadVariableOp_1" -> "1269 MobilenetV3large/expanded_conv_14/project/BatchNorm/FusedBatchNormV3"; -"1269 MobilenetV3large/expanded_conv_14/project/BatchNorm/FusedBatchNormV3" -> "1270 MobilenetV3large/expanded_conv_14/Add/add"; -"1270 MobilenetV3large/expanded_conv_14/Add/add" -> "1278 MobilenetV3large/Conv_1/Conv2D"; -"1271 MobilenetV3large/Conv_1/Sigmoid/ReadVariableOp/resource" -> "1272 MobilenetV3large/Conv_1/Sigmoid/ReadVariableOp"; -"1272 MobilenetV3large/Conv_1/Sigmoid/ReadVariableOp" -> "1273 MobilenetV3large/Conv_1/Sigmoid"; -"1273 MobilenetV3large/Conv_1/Sigmoid" -> "1274 MobilenetV3large/Conv_1/Round"; -"1274 MobilenetV3large/Conv_1/Round" -> "1277 MobilenetV3large/Conv_1/mul"; -"1275 MobilenetV3large/Conv_1/ReadVariableOp/resource" -> "1276 MobilenetV3large/Conv_1/ReadVariableOp"; -"1276 MobilenetV3large/Conv_1/ReadVariableOp" -> "1277 MobilenetV3large/Conv_1/mul"; -"1277 MobilenetV3large/Conv_1/mul" -> "1278 MobilenetV3large/Conv_1/Conv2D"; -"1278 MobilenetV3large/Conv_1/Conv2D" -> "1287 MobilenetV3large/Conv_1/BatchNorm/FusedBatchNormV3"; -"1279 MobilenetV3large/Conv_1/BatchNorm/ReadVariableOp/resource" -> "1280 MobilenetV3large/Conv_1/BatchNorm/ReadVariableOp"; -"1280 MobilenetV3large/Conv_1/BatchNorm/ReadVariableOp" -> "1287 MobilenetV3large/Conv_1/BatchNorm/FusedBatchNormV3"; -"1281 MobilenetV3large/Conv_1/BatchNorm/ReadVariableOp_1/resource" -> "1282 MobilenetV3large/Conv_1/BatchNorm/ReadVariableOp_1"; -"1282 MobilenetV3large/Conv_1/BatchNorm/ReadVariableOp_1" -> "1287 MobilenetV3large/Conv_1/BatchNorm/FusedBatchNormV3"; -"1283 MobilenetV3large/Conv_1/BatchNorm/FusedBatchNormV3/ReadVariableOp/resource" -> "1284 MobilenetV3large/Conv_1/BatchNorm/FusedBatchNormV3/ReadVariableOp"; -"1284 MobilenetV3large/Conv_1/BatchNorm/FusedBatchNormV3/ReadVariableOp" -> "1287 MobilenetV3large/Conv_1/BatchNorm/FusedBatchNormV3"; -"1285 MobilenetV3large/Conv_1/BatchNorm/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1286 MobilenetV3large/Conv_1/BatchNorm/FusedBatchNormV3/ReadVariableOp_1"; -"1286 MobilenetV3large/Conv_1/BatchNorm/FusedBatchNormV3/ReadVariableOp_1" -> "1287 MobilenetV3large/Conv_1/BatchNorm/FusedBatchNormV3"; -"1287 MobilenetV3large/Conv_1/BatchNorm/FusedBatchNormV3" -> "1289 MobilenetV3large/tf.__operators__.add_27/AddV2"; -"1287 MobilenetV3large/Conv_1/BatchNorm/FusedBatchNormV3" -> "1293 MobilenetV3large/multiply_19/mul"; -"1288 MobilenetV3large/tf.__operators__.add_27/y" -> "1289 MobilenetV3large/tf.__operators__.add_27/AddV2"; -"1289 MobilenetV3large/tf.__operators__.add_27/AddV2" -> "1290 MobilenetV3large/re_lu_38/Relu6"; -"1290 MobilenetV3large/re_lu_38/Relu6" -> "1292 MobilenetV3large/tf.math.multiply_27/Mul"; -"1291 MobilenetV3large/tf.math.multiply_27/Mul/y" -> "1292 MobilenetV3large/tf.math.multiply_27/Mul"; -"1292 MobilenetV3large/tf.math.multiply_27/Mul" -> "1293 MobilenetV3large/multiply_19/mul"; -"1293 MobilenetV3large/multiply_19/mul" -> "1295 MobilenetV3large/global_average_pooling2d/Mean"; -"1294 MobilenetV3large/global_average_pooling2d/Mean/reduction_indices" -> "1295 MobilenetV3large/global_average_pooling2d/Mean"; -"1295 MobilenetV3large/global_average_pooling2d/Mean" -> "1296 MobilenetV3large/reshape_8/Shape"; -"1295 MobilenetV3large/global_average_pooling2d/Mean" -> "1305 MobilenetV3large/reshape_8/Reshape"; -"1296 MobilenetV3large/reshape_8/Shape" -> "1300 MobilenetV3large/reshape_8/strided_slice"; -"1297 MobilenetV3large/reshape_8/strided_slice/stack" -> "1300 MobilenetV3large/reshape_8/strided_slice"; -"1298 MobilenetV3large/reshape_8/strided_slice/stack_1" -> "1300 MobilenetV3large/reshape_8/strided_slice"; -"1299 MobilenetV3large/reshape_8/strided_slice/stack_2" -> "1300 MobilenetV3large/reshape_8/strided_slice"; -"1300 MobilenetV3large/reshape_8/strided_slice" -> "1304 MobilenetV3large/reshape_8/Reshape/shape"; -"1301 MobilenetV3large/reshape_8/Reshape/shape/1" -> "1304 MobilenetV3large/reshape_8/Reshape/shape"; -"1302 MobilenetV3large/reshape_8/Reshape/shape/2" -> "1304 MobilenetV3large/reshape_8/Reshape/shape"; -"1303 MobilenetV3large/reshape_8/Reshape/shape/3" -> "1304 MobilenetV3large/reshape_8/Reshape/shape"; -"1304 MobilenetV3large/reshape_8/Reshape/shape" -> "1305 MobilenetV3large/reshape_8/Reshape"; -"1305 MobilenetV3large/reshape_8/Reshape" -> "1313 MobilenetV3large/Conv_2/Conv2D"; -"1306 MobilenetV3large/Conv_2/Sigmoid/ReadVariableOp/resource" -> "1307 MobilenetV3large/Conv_2/Sigmoid/ReadVariableOp"; -"1307 MobilenetV3large/Conv_2/Sigmoid/ReadVariableOp" -> "1308 MobilenetV3large/Conv_2/Sigmoid"; -"1308 MobilenetV3large/Conv_2/Sigmoid" -> "1309 MobilenetV3large/Conv_2/Round"; -"1309 MobilenetV3large/Conv_2/Round" -> "1312 MobilenetV3large/Conv_2/mul"; -"1310 MobilenetV3large/Conv_2/ReadVariableOp/resource" -> "1311 MobilenetV3large/Conv_2/ReadVariableOp"; -"1311 MobilenetV3large/Conv_2/ReadVariableOp" -> "1312 MobilenetV3large/Conv_2/mul"; -"1312 MobilenetV3large/Conv_2/mul" -> "1313 MobilenetV3large/Conv_2/Conv2D"; -"1313 MobilenetV3large/Conv_2/Conv2D" -> "1316 MobilenetV3large/Conv_2/BiasAdd"; -"1314 MobilenetV3large/Conv_2/BiasAdd/ReadVariableOp/resource" -> "1315 MobilenetV3large/Conv_2/BiasAdd/ReadVariableOp"; -"1315 MobilenetV3large/Conv_2/BiasAdd/ReadVariableOp" -> "1316 MobilenetV3large/Conv_2/BiasAdd"; -"1316 MobilenetV3large/Conv_2/BiasAdd" -> "1318 MobilenetV3large/tf.__operators__.add_28/AddV2"; -"1316 MobilenetV3large/Conv_2/BiasAdd" -> "1322 MobilenetV3large/multiply_20/mul"; -"1317 MobilenetV3large/tf.__operators__.add_28/y" -> "1318 MobilenetV3large/tf.__operators__.add_28/AddV2"; -"1318 MobilenetV3large/tf.__operators__.add_28/AddV2" -> "1319 MobilenetV3large/re_lu_39/Relu6"; -"1319 MobilenetV3large/re_lu_39/Relu6" -> "1321 MobilenetV3large/tf.math.multiply_28/Mul"; -"1320 MobilenetV3large/tf.math.multiply_28/Mul/y" -> "1321 MobilenetV3large/tf.math.multiply_28/Mul"; -"1321 MobilenetV3large/tf.math.multiply_28/Mul" -> "1322 MobilenetV3large/multiply_20/mul"; -"1322 MobilenetV3large/multiply_20/mul" -> "1323 MobilenetV3large/dropout/Identity"; -"1323 MobilenetV3large/dropout/Identity" -> "1331 MobilenetV3large/Logits/Conv2D"; -"1324 MobilenetV3large/Logits/Sigmoid/ReadVariableOp/resource" -> "1325 MobilenetV3large/Logits/Sigmoid/ReadVariableOp"; -"1325 MobilenetV3large/Logits/Sigmoid/ReadVariableOp" -> "1326 MobilenetV3large/Logits/Sigmoid"; -"1326 MobilenetV3large/Logits/Sigmoid" -> "1327 MobilenetV3large/Logits/Round"; -"1327 MobilenetV3large/Logits/Round" -> "1330 MobilenetV3large/Logits/mul"; -"1328 MobilenetV3large/Logits/ReadVariableOp/resource" -> "1329 MobilenetV3large/Logits/ReadVariableOp"; -"1329 MobilenetV3large/Logits/ReadVariableOp" -> "1330 MobilenetV3large/Logits/mul"; -"1330 MobilenetV3large/Logits/mul" -> "1331 MobilenetV3large/Logits/Conv2D"; -"1331 MobilenetV3large/Logits/Conv2D" -> "1334 MobilenetV3large/Logits/BiasAdd"; -"1332 MobilenetV3large/Logits/BiasAdd/ReadVariableOp/resource" -> "1333 MobilenetV3large/Logits/BiasAdd/ReadVariableOp"; -"1333 MobilenetV3large/Logits/BiasAdd/ReadVariableOp" -> "1334 MobilenetV3large/Logits/BiasAdd"; -"1334 MobilenetV3large/Logits/BiasAdd" -> "1336 MobilenetV3large/flatten/Reshape"; -"1335 MobilenetV3large/flatten/Const" -> "1336 MobilenetV3large/flatten/Reshape"; -"1336 MobilenetV3large/flatten/Reshape" -> "1337 MobilenetV3large/Predictions/Softmax"; -"1337 MobilenetV3large/Predictions/Softmax" -> "1338 Identity"; -} diff --git a/tests/tensorflow/data/reference_graphs/2.8/sparsity/rb_sparsity/mobilenet_v3_small.dot b/tests/tensorflow/data/reference_graphs/2.8/sparsity/rb_sparsity/mobilenet_v3_small.dot deleted file mode 100644 index 1c03c58d862..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.8/sparsity/rb_sparsity/mobilenet_v3_small.dot +++ /dev/null @@ -1,2315 +0,0 @@ -strict digraph { -"0 args_0" [id=0, op=Placeholder]; -"1 MobilenetV3small/rescaling/Cast/x" [id=1, op=Const]; -"2 MobilenetV3small/rescaling/Cast_1/x" [id=2, op=Const]; -"3 MobilenetV3small/rescaling/mul" [id=3, op=Mul]; -"4 MobilenetV3small/rescaling/add" [id=4, op=AddV2]; -"5 MobilenetV3small/Conv/Sigmoid/ReadVariableOp/resource" [id=5, op=Placeholder]; -"6 MobilenetV3small/Conv/Sigmoid/ReadVariableOp" [id=6, op=ReadVariableOp]; -"7 MobilenetV3small/Conv/Sigmoid" [id=7, op=Sigmoid]; -"8 MobilenetV3small/Conv/Round" [id=8, op=Round]; -"9 MobilenetV3small/Conv/ReadVariableOp/resource" [id=9, op=Placeholder]; -"10 MobilenetV3small/Conv/ReadVariableOp" [id=10, op=ReadVariableOp]; -"11 MobilenetV3small/Conv/mul" [id=11, op=Mul]; -"12 MobilenetV3small/Conv/Conv2D" [id=12, op=Conv2D]; -"13 MobilenetV3small/Conv/BatchNorm/ReadVariableOp/resource" [id=13, op=Placeholder]; -"14 MobilenetV3small/Conv/BatchNorm/ReadVariableOp" [id=14, op=ReadVariableOp]; -"15 MobilenetV3small/Conv/BatchNorm/ReadVariableOp_1/resource" [id=15, op=Placeholder]; -"16 MobilenetV3small/Conv/BatchNorm/ReadVariableOp_1" [id=16, op=ReadVariableOp]; -"17 MobilenetV3small/Conv/BatchNorm/FusedBatchNormV3/ReadVariableOp/resource" [id=17, op=Placeholder]; -"18 MobilenetV3small/Conv/BatchNorm/FusedBatchNormV3/ReadVariableOp" [id=18, op=ReadVariableOp]; -"19 MobilenetV3small/Conv/BatchNorm/FusedBatchNormV3/ReadVariableOp_1/resource" [id=19, op=Placeholder]; -"20 MobilenetV3small/Conv/BatchNorm/FusedBatchNormV3/ReadVariableOp_1" [id=20, op=ReadVariableOp]; -"21 MobilenetV3small/Conv/BatchNorm/FusedBatchNormV3" [id=21, op=FusedBatchNormV3]; -"22 MobilenetV3small/tf.__operators__.add/y" [id=22, op=Const]; -"23 MobilenetV3small/tf.__operators__.add/AddV2" [id=23, op=AddV2]; -"24 MobilenetV3small/re_lu/Relu6" [id=24, op=Relu6]; -"25 MobilenetV3small/tf.math.multiply/Mul/y" [id=25, op=Const]; -"26 MobilenetV3small/tf.math.multiply/Mul" [id=26, op=Mul]; -"27 MobilenetV3small/multiply/mul" [id=27, op=Mul]; -"28 MobilenetV3small/expanded_conv/depthwise/pad/Pad/paddings" [id=28, op=Const]; -"29 MobilenetV3small/expanded_conv/depthwise/pad/Pad" [id=29, op=Pad]; -"30 MobilenetV3small/expanded_conv/depthwise/Sigmoid/ReadVariableOp/resource" [id=30, op=Placeholder]; -"31 MobilenetV3small/expanded_conv/depthwise/Sigmoid/ReadVariableOp" [id=31, op=ReadVariableOp]; -"32 MobilenetV3small/expanded_conv/depthwise/Sigmoid" [id=32, op=Sigmoid]; -"33 MobilenetV3small/expanded_conv/depthwise/Round" [id=33, op=Round]; -"34 MobilenetV3small/expanded_conv/depthwise/ReadVariableOp/resource" [id=34, op=Placeholder]; -"35 MobilenetV3small/expanded_conv/depthwise/ReadVariableOp" [id=35, op=ReadVariableOp]; -"36 MobilenetV3small/expanded_conv/depthwise/mul" [id=36, op=Mul]; -"37 MobilenetV3small/expanded_conv/depthwise/depthwise/Shape" [id=37, op=Const]; -"38 MobilenetV3small/expanded_conv/depthwise/depthwise/dilation_rate" [id=38, op=Const]; -"39 MobilenetV3small/expanded_conv/depthwise/depthwise" [id=39, op=DepthwiseConv2dNative]; -"40 MobilenetV3small/expanded_conv/depthwise/BatchNorm/ReadVariableOp/resource" [id=40, op=Placeholder]; -"41 MobilenetV3small/expanded_conv/depthwise/BatchNorm/ReadVariableOp" [id=41, op=ReadVariableOp]; -"42 MobilenetV3small/expanded_conv/depthwise/BatchNorm/ReadVariableOp_1/resource" [id=42, op=Placeholder]; 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MobilenetV3small/reshape/strided_slice/stack" [id=53, op=Const]; -"54 MobilenetV3small/reshape/strided_slice/stack_1" [id=54, op=Const]; -"55 MobilenetV3small/reshape/strided_slice/stack_2" [id=55, op=Const]; -"56 MobilenetV3small/reshape/strided_slice" [id=56, op=StridedSlice]; -"57 MobilenetV3small/reshape/Reshape/shape/1" [id=57, op=Const]; -"58 MobilenetV3small/reshape/Reshape/shape/2" [id=58, op=Const]; -"59 MobilenetV3small/reshape/Reshape/shape/3" [id=59, op=Const]; -"60 MobilenetV3small/reshape/Reshape/shape" [id=60, op=Pack]; -"61 MobilenetV3small/reshape/Reshape" [id=61, op=Reshape]; -"62 MobilenetV3small/expanded_conv/squeeze_excite/Conv/Sigmoid/ReadVariableOp/resource" [id=62, op=Placeholder]; -"63 MobilenetV3small/expanded_conv/squeeze_excite/Conv/Sigmoid/ReadVariableOp" [id=63, op=ReadVariableOp]; -"64 MobilenetV3small/expanded_conv/squeeze_excite/Conv/Sigmoid" [id=64, op=Sigmoid]; -"65 MobilenetV3small/expanded_conv/squeeze_excite/Conv/Round" [id=65, op=Round]; -"66 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MobilenetV3small/Conv/ReadVariableOp"; -"10 MobilenetV3small/Conv/ReadVariableOp" -> "11 MobilenetV3small/Conv/mul"; -"11 MobilenetV3small/Conv/mul" -> "12 MobilenetV3small/Conv/Conv2D"; -"12 MobilenetV3small/Conv/Conv2D" -> "21 MobilenetV3small/Conv/BatchNorm/FusedBatchNormV3"; -"13 MobilenetV3small/Conv/BatchNorm/ReadVariableOp/resource" -> "14 MobilenetV3small/Conv/BatchNorm/ReadVariableOp"; -"14 MobilenetV3small/Conv/BatchNorm/ReadVariableOp" -> "21 MobilenetV3small/Conv/BatchNorm/FusedBatchNormV3"; -"15 MobilenetV3small/Conv/BatchNorm/ReadVariableOp_1/resource" -> "16 MobilenetV3small/Conv/BatchNorm/ReadVariableOp_1"; -"16 MobilenetV3small/Conv/BatchNorm/ReadVariableOp_1" -> "21 MobilenetV3small/Conv/BatchNorm/FusedBatchNormV3"; -"17 MobilenetV3small/Conv/BatchNorm/FusedBatchNormV3/ReadVariableOp/resource" -> "18 MobilenetV3small/Conv/BatchNorm/FusedBatchNormV3/ReadVariableOp"; -"18 MobilenetV3small/Conv/BatchNorm/FusedBatchNormV3/ReadVariableOp" -> "21 MobilenetV3small/Conv/BatchNorm/FusedBatchNormV3"; -"19 MobilenetV3small/Conv/BatchNorm/FusedBatchNormV3/ReadVariableOp_1/resource" -> "20 MobilenetV3small/Conv/BatchNorm/FusedBatchNormV3/ReadVariableOp_1"; -"20 MobilenetV3small/Conv/BatchNorm/FusedBatchNormV3/ReadVariableOp_1" -> "21 MobilenetV3small/Conv/BatchNorm/FusedBatchNormV3"; -"21 MobilenetV3small/Conv/BatchNorm/FusedBatchNormV3" -> "23 MobilenetV3small/tf.__operators__.add/AddV2"; -"21 MobilenetV3small/Conv/BatchNorm/FusedBatchNormV3" -> "27 MobilenetV3small/multiply/mul"; -"22 MobilenetV3small/tf.__operators__.add/y" -> "23 MobilenetV3small/tf.__operators__.add/AddV2"; -"23 MobilenetV3small/tf.__operators__.add/AddV2" -> "24 MobilenetV3small/re_lu/Relu6"; -"24 MobilenetV3small/re_lu/Relu6" -> "26 MobilenetV3small/tf.math.multiply/Mul"; -"25 MobilenetV3small/tf.math.multiply/Mul/y" -> "26 MobilenetV3small/tf.math.multiply/Mul"; -"26 MobilenetV3small/tf.math.multiply/Mul" -> "27 MobilenetV3small/multiply/mul"; -"27 MobilenetV3small/multiply/mul" -> "29 MobilenetV3small/expanded_conv/depthwise/pad/Pad"; -"28 MobilenetV3small/expanded_conv/depthwise/pad/Pad/paddings" -> "29 MobilenetV3small/expanded_conv/depthwise/pad/Pad"; -"29 MobilenetV3small/expanded_conv/depthwise/pad/Pad" -> "39 MobilenetV3small/expanded_conv/depthwise/depthwise"; -"30 MobilenetV3small/expanded_conv/depthwise/Sigmoid/ReadVariableOp/resource" -> "31 MobilenetV3small/expanded_conv/depthwise/Sigmoid/ReadVariableOp"; -"31 MobilenetV3small/expanded_conv/depthwise/Sigmoid/ReadVariableOp" -> "32 MobilenetV3small/expanded_conv/depthwise/Sigmoid"; -"32 MobilenetV3small/expanded_conv/depthwise/Sigmoid" -> "33 MobilenetV3small/expanded_conv/depthwise/Round"; -"33 MobilenetV3small/expanded_conv/depthwise/Round" -> "36 MobilenetV3small/expanded_conv/depthwise/mul"; -"34 MobilenetV3small/expanded_conv/depthwise/ReadVariableOp/resource" -> "35 MobilenetV3small/expanded_conv/depthwise/ReadVariableOp"; -"35 MobilenetV3small/expanded_conv/depthwise/ReadVariableOp" -> "36 MobilenetV3small/expanded_conv/depthwise/mul"; -"36 MobilenetV3small/expanded_conv/depthwise/mul" -> "39 MobilenetV3small/expanded_conv/depthwise/depthwise"; -"39 MobilenetV3small/expanded_conv/depthwise/depthwise" -> "48 MobilenetV3small/expanded_conv/depthwise/BatchNorm/FusedBatchNormV3"; -"40 MobilenetV3small/expanded_conv/depthwise/BatchNorm/ReadVariableOp/resource" -> "41 MobilenetV3small/expanded_conv/depthwise/BatchNorm/ReadVariableOp"; -"41 MobilenetV3small/expanded_conv/depthwise/BatchNorm/ReadVariableOp" -> "48 MobilenetV3small/expanded_conv/depthwise/BatchNorm/FusedBatchNormV3"; -"42 MobilenetV3small/expanded_conv/depthwise/BatchNorm/ReadVariableOp_1/resource" -> "43 MobilenetV3small/expanded_conv/depthwise/BatchNorm/ReadVariableOp_1"; -"43 MobilenetV3small/expanded_conv/depthwise/BatchNorm/ReadVariableOp_1" -> "48 MobilenetV3small/expanded_conv/depthwise/BatchNorm/FusedBatchNormV3"; -"44 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MobilenetV3small/Conv_1/BatchNorm/FusedBatchNormV3"; -"1094 MobilenetV3small/Conv_1/BatchNorm/FusedBatchNormV3" -> "1096 MobilenetV3small/tf.__operators__.add_26/AddV2"; -"1094 MobilenetV3small/Conv_1/BatchNorm/FusedBatchNormV3" -> "1100 MobilenetV3small/multiply_17/mul"; -"1095 MobilenetV3small/tf.__operators__.add_26/y" -> "1096 MobilenetV3small/tf.__operators__.add_26/AddV2"; -"1096 MobilenetV3small/tf.__operators__.add_26/AddV2" -> "1097 MobilenetV3small/re_lu_31/Relu6"; -"1097 MobilenetV3small/re_lu_31/Relu6" -> "1099 MobilenetV3small/tf.math.multiply_26/Mul"; -"1098 MobilenetV3small/tf.math.multiply_26/Mul/y" -> "1099 MobilenetV3small/tf.math.multiply_26/Mul"; -"1099 MobilenetV3small/tf.math.multiply_26/Mul" -> "1100 MobilenetV3small/multiply_17/mul"; -"1100 MobilenetV3small/multiply_17/mul" -> "1102 MobilenetV3small/global_average_pooling2d/Mean"; -"1101 MobilenetV3small/global_average_pooling2d/Mean/reduction_indices" -> "1102 MobilenetV3small/global_average_pooling2d/Mean"; 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MobilenetV3small/reshape_9/Reshape/shape"; -"1111 MobilenetV3small/reshape_9/Reshape/shape" -> "1112 MobilenetV3small/reshape_9/Reshape"; -"1112 MobilenetV3small/reshape_9/Reshape" -> "1120 MobilenetV3small/Conv_2/Conv2D"; -"1113 MobilenetV3small/Conv_2/Sigmoid/ReadVariableOp/resource" -> "1114 MobilenetV3small/Conv_2/Sigmoid/ReadVariableOp"; -"1114 MobilenetV3small/Conv_2/Sigmoid/ReadVariableOp" -> "1115 MobilenetV3small/Conv_2/Sigmoid"; -"1115 MobilenetV3small/Conv_2/Sigmoid" -> "1116 MobilenetV3small/Conv_2/Round"; -"1116 MobilenetV3small/Conv_2/Round" -> "1119 MobilenetV3small/Conv_2/mul"; -"1117 MobilenetV3small/Conv_2/ReadVariableOp/resource" -> "1118 MobilenetV3small/Conv_2/ReadVariableOp"; -"1118 MobilenetV3small/Conv_2/ReadVariableOp" -> "1119 MobilenetV3small/Conv_2/mul"; -"1119 MobilenetV3small/Conv_2/mul" -> "1120 MobilenetV3small/Conv_2/Conv2D"; -"1120 MobilenetV3small/Conv_2/Conv2D" -> "1123 MobilenetV3small/Conv_2/BiasAdd"; -"1121 MobilenetV3small/Conv_2/BiasAdd/ReadVariableOp/resource" -> "1122 MobilenetV3small/Conv_2/BiasAdd/ReadVariableOp"; -"1122 MobilenetV3small/Conv_2/BiasAdd/ReadVariableOp" -> "1123 MobilenetV3small/Conv_2/BiasAdd"; -"1123 MobilenetV3small/Conv_2/BiasAdd" -> "1125 MobilenetV3small/tf.__operators__.add_27/AddV2"; -"1123 MobilenetV3small/Conv_2/BiasAdd" -> "1129 MobilenetV3small/multiply_18/mul"; -"1124 MobilenetV3small/tf.__operators__.add_27/y" -> "1125 MobilenetV3small/tf.__operators__.add_27/AddV2"; -"1125 MobilenetV3small/tf.__operators__.add_27/AddV2" -> "1126 MobilenetV3small/re_lu_32/Relu6"; -"1126 MobilenetV3small/re_lu_32/Relu6" -> "1128 MobilenetV3small/tf.math.multiply_27/Mul"; -"1127 MobilenetV3small/tf.math.multiply_27/Mul/y" -> "1128 MobilenetV3small/tf.math.multiply_27/Mul"; -"1128 MobilenetV3small/tf.math.multiply_27/Mul" -> "1129 MobilenetV3small/multiply_18/mul"; -"1129 MobilenetV3small/multiply_18/mul" -> "1130 MobilenetV3small/dropout/Identity"; -"1130 MobilenetV3small/dropout/Identity" -> "1138 MobilenetV3small/Logits/Conv2D"; -"1131 MobilenetV3small/Logits/Sigmoid/ReadVariableOp/resource" -> "1132 MobilenetV3small/Logits/Sigmoid/ReadVariableOp"; -"1132 MobilenetV3small/Logits/Sigmoid/ReadVariableOp" -> "1133 MobilenetV3small/Logits/Sigmoid"; -"1133 MobilenetV3small/Logits/Sigmoid" -> "1134 MobilenetV3small/Logits/Round"; -"1134 MobilenetV3small/Logits/Round" -> "1137 MobilenetV3small/Logits/mul"; -"1135 MobilenetV3small/Logits/ReadVariableOp/resource" -> "1136 MobilenetV3small/Logits/ReadVariableOp"; -"1136 MobilenetV3small/Logits/ReadVariableOp" -> "1137 MobilenetV3small/Logits/mul"; -"1137 MobilenetV3small/Logits/mul" -> "1138 MobilenetV3small/Logits/Conv2D"; -"1138 MobilenetV3small/Logits/Conv2D" -> "1141 MobilenetV3small/Logits/BiasAdd"; -"1139 MobilenetV3small/Logits/BiasAdd/ReadVariableOp/resource" -> "1140 MobilenetV3small/Logits/BiasAdd/ReadVariableOp"; -"1140 MobilenetV3small/Logits/BiasAdd/ReadVariableOp" -> "1141 MobilenetV3small/Logits/BiasAdd"; -"1141 MobilenetV3small/Logits/BiasAdd" -> "1143 MobilenetV3small/flatten/Reshape"; -"1142 MobilenetV3small/flatten/Const" -> "1143 MobilenetV3small/flatten/Reshape"; -"1143 MobilenetV3small/flatten/Reshape" -> "1144 MobilenetV3small/Predictions/Softmax"; -"1144 MobilenetV3small/Predictions/Softmax" -> "1145 Identity"; -} diff --git a/tests/tensorflow/data/reference_graphs/2.8/sparsity/rb_sparsity/nasnet_mobile.dot b/tests/tensorflow/data/reference_graphs/2.8/sparsity/rb_sparsity/nasnet_mobile.dot deleted file mode 100644 index ee9c70c1968..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.8/sparsity/rb_sparsity/nasnet_mobile.dot +++ /dev/null @@ -1,10533 +0,0 @@ -strict digraph { -"0 args_0" [id=0, op=Placeholder]; -"1 NASNet/stem_conv1/Sigmoid/ReadVariableOp/resource" [id=1, op=Placeholder]; -"2 NASNet/stem_conv1/Sigmoid/ReadVariableOp" [id=2, op=ReadVariableOp]; -"3 NASNet/stem_conv1/Sigmoid" [id=3, op=Sigmoid]; -"4 NASNet/stem_conv1/Round" [id=4, op=Round]; -"5 NASNet/stem_conv1/ReadVariableOp/resource" [id=5, op=Placeholder]; -"6 NASNet/stem_conv1/ReadVariableOp" [id=6, op=ReadVariableOp]; -"7 NASNet/stem_conv1/mul" [id=7, op=Mul]; -"8 NASNet/stem_conv1/Conv2D" [id=8, op=Conv2D]; -"9 NASNet/stem_bn1/ReadVariableOp/resource" [id=9, op=Placeholder]; -"10 NASNet/stem_bn1/ReadVariableOp" [id=10, op=ReadVariableOp]; -"11 NASNet/stem_bn1/ReadVariableOp_1/resource" [id=11, op=Placeholder]; -"12 NASNet/stem_bn1/ReadVariableOp_1" [id=12, op=ReadVariableOp]; -"13 NASNet/stem_bn1/FusedBatchNormV3/ReadVariableOp/resource" [id=13, op=Placeholder]; -"14 NASNet/stem_bn1/FusedBatchNormV3/ReadVariableOp" [id=14, op=ReadVariableOp]; -"15 NASNet/stem_bn1/FusedBatchNormV3/ReadVariableOp_1/resource" [id=15, op=Placeholder]; -"16 NASNet/stem_bn1/FusedBatchNormV3/ReadVariableOp_1" [id=16, op=ReadVariableOp]; -"17 NASNet/stem_bn1/FusedBatchNormV3" [id=17, op=FusedBatchNormV3]; -"18 NASNet/activation/Relu" [id=18, op=Relu]; -"19 NASNet/reduction_conv_1_stem_1/Sigmoid/ReadVariableOp/resource" [id=19, op=Placeholder]; -"20 NASNet/reduction_conv_1_stem_1/Sigmoid/ReadVariableOp" [id=20, op=ReadVariableOp]; -"21 NASNet/reduction_conv_1_stem_1/Sigmoid" [id=21, op=Sigmoid]; -"22 NASNet/reduction_conv_1_stem_1/Round" [id=22, op=Round]; -"23 NASNet/reduction_conv_1_stem_1/ReadVariableOp/resource" [id=23, op=Placeholder]; -"24 NASNet/reduction_conv_1_stem_1/ReadVariableOp" [id=24, op=ReadVariableOp]; -"25 NASNet/reduction_conv_1_stem_1/mul" [id=25, op=Mul]; -"26 NASNet/reduction_conv_1_stem_1/Conv2D" [id=26, op=Conv2D]; -"27 NASNet/reduction_bn_1_stem_1/ReadVariableOp/resource" [id=27, op=Placeholder]; -"28 NASNet/reduction_bn_1_stem_1/ReadVariableOp" [id=28, op=ReadVariableOp]; -"29 NASNet/reduction_bn_1_stem_1/ReadVariableOp_1/resource" [id=29, op=Placeholder]; -"30 NASNet/reduction_bn_1_stem_1/ReadVariableOp_1" [id=30, op=ReadVariableOp]; -"31 NASNet/reduction_bn_1_stem_1/FusedBatchNormV3/ReadVariableOp/resource" [id=31, op=Placeholder]; -"32 NASNet/reduction_bn_1_stem_1/FusedBatchNormV3/ReadVariableOp" [id=32, op=ReadVariableOp]; -"33 NASNet/reduction_bn_1_stem_1/FusedBatchNormV3/ReadVariableOp_1/resource" [id=33, op=Placeholder]; -"34 NASNet/reduction_bn_1_stem_1/FusedBatchNormV3/ReadVariableOp_1" [id=34, op=ReadVariableOp]; -"35 NASNet/reduction_bn_1_stem_1/FusedBatchNormV3" [id=35, op=FusedBatchNormV3]; -"36 NASNet/activation_3/Relu" [id=36, op=Relu]; -"37 NASNet/activation_1/Relu" [id=37, op=Relu]; -"38 NASNet/separable_conv_1_pad_reduction_right1_stem_1/Pad/paddings" [id=38, op=Const]; -"39 NASNet/separable_conv_1_pad_reduction_right1_stem_1/Pad" [id=39, op=Pad]; -"40 NASNet/separable_conv_1_pad_reduction_left1_stem_1/Pad/paddings" [id=40, op=Const]; -"41 NASNet/separable_conv_1_pad_reduction_left1_stem_1/Pad" [id=41, op=Pad]; -"42 NASNet/separable_conv_1_reduction_right1_stem_1/Sigmoid/ReadVariableOp/resource" [id=42, op=Placeholder]; -"43 NASNet/separable_conv_1_reduction_right1_stem_1/Sigmoid/ReadVariableOp" [id=43, op=ReadVariableOp]; -"44 NASNet/separable_conv_1_reduction_right1_stem_1/Sigmoid" [id=44, op=Sigmoid]; -"45 NASNet/separable_conv_1_reduction_right1_stem_1/Round" [id=45, op=Round]; -"46 NASNet/separable_conv_1_reduction_right1_stem_1/ReadVariableOp/resource" [id=46, op=Placeholder]; -"47 NASNet/separable_conv_1_reduction_right1_stem_1/ReadVariableOp" [id=47, op=ReadVariableOp]; -"48 NASNet/separable_conv_1_reduction_right1_stem_1/mul" [id=48, op=Mul]; -"49 NASNet/separable_conv_1_reduction_right1_stem_1/Sigmoid_1/ReadVariableOp/resource" [id=49, op=Placeholder]; -"50 NASNet/separable_conv_1_reduction_right1_stem_1/Sigmoid_1/ReadVariableOp" [id=50, op=ReadVariableOp]; -"51 NASNet/separable_conv_1_reduction_right1_stem_1/Sigmoid_1" [id=51, op=Sigmoid]; -"52 NASNet/separable_conv_1_reduction_right1_stem_1/Round_1" [id=52, op=Round]; -"53 NASNet/separable_conv_1_reduction_right1_stem_1/ReadVariableOp_1/resource" [id=53, op=Placeholder]; -"54 NASNet/separable_conv_1_reduction_right1_stem_1/ReadVariableOp_1" [id=54, op=ReadVariableOp]; -"55 NASNet/separable_conv_1_reduction_right1_stem_1/mul_1" [id=55, op=Mul]; -"56 NASNet/separable_conv_1_reduction_right1_stem_1/separable_conv2d/Shape" [id=56, op=Const]; -"57 NASNet/separable_conv_1_reduction_right1_stem_1/separable_conv2d/dilation_rate" [id=57, op=Const]; -"58 NASNet/separable_conv_1_reduction_right1_stem_1/separable_conv2d/depthwise" [id=58, op=DepthwiseConv2dNative]; -"59 NASNet/separable_conv_1_reduction_right1_stem_1/separable_conv2d" [id=59, op=Conv2D]; -"60 NASNet/separable_conv_1_reduction_left1_stem_1/Sigmoid/ReadVariableOp/resource" [id=60, op=Placeholder]; -"61 NASNet/separable_conv_1_reduction_left1_stem_1/Sigmoid/ReadVariableOp" [id=61, op=ReadVariableOp]; -"62 NASNet/separable_conv_1_reduction_left1_stem_1/Sigmoid" [id=62, op=Sigmoid]; -"63 NASNet/separable_conv_1_reduction_left1_stem_1/Round" [id=63, op=Round]; -"64 NASNet/separable_conv_1_reduction_left1_stem_1/ReadVariableOp/resource" [id=64, op=Placeholder]; -"65 NASNet/separable_conv_1_reduction_left1_stem_1/ReadVariableOp" [id=65, op=ReadVariableOp]; -"66 NASNet/separable_conv_1_reduction_left1_stem_1/mul" [id=66, op=Mul]; -"67 NASNet/separable_conv_1_reduction_left1_stem_1/Sigmoid_1/ReadVariableOp/resource" [id=67, op=Placeholder]; -"68 NASNet/separable_conv_1_reduction_left1_stem_1/Sigmoid_1/ReadVariableOp" [id=68, op=ReadVariableOp]; -"69 NASNet/separable_conv_1_reduction_left1_stem_1/Sigmoid_1" [id=69, op=Sigmoid]; -"70 NASNet/separable_conv_1_reduction_left1_stem_1/Round_1" [id=70, op=Round]; -"71 NASNet/separable_conv_1_reduction_left1_stem_1/ReadVariableOp_1/resource" [id=71, op=Placeholder]; -"72 NASNet/separable_conv_1_reduction_left1_stem_1/ReadVariableOp_1" [id=72, op=ReadVariableOp]; -"73 NASNet/separable_conv_1_reduction_left1_stem_1/mul_1" [id=73, op=Mul]; -"74 NASNet/separable_conv_1_reduction_left1_stem_1/separable_conv2d/Shape" [id=74, op=Const]; -"75 NASNet/separable_conv_1_reduction_left1_stem_1/separable_conv2d/dilation_rate" [id=75, op=Const]; -"76 NASNet/separable_conv_1_reduction_left1_stem_1/separable_conv2d/depthwise" [id=76, op=DepthwiseConv2dNative]; -"77 NASNet/separable_conv_1_reduction_left1_stem_1/separable_conv2d" [id=77, op=Conv2D]; -"78 NASNet/separable_conv_1_bn_reduction_right1_stem_1/ReadVariableOp/resource" [id=78, op=Placeholder]; -"79 NASNet/separable_conv_1_bn_reduction_right1_stem_1/ReadVariableOp" [id=79, op=ReadVariableOp]; -"80 NASNet/separable_conv_1_bn_reduction_right1_stem_1/ReadVariableOp_1/resource" [id=80, op=Placeholder]; -"81 NASNet/separable_conv_1_bn_reduction_right1_stem_1/ReadVariableOp_1" [id=81, op=ReadVariableOp]; -"82 NASNet/separable_conv_1_bn_reduction_right1_stem_1/FusedBatchNormV3/ReadVariableOp/resource" [id=82, op=Placeholder]; -"83 NASNet/separable_conv_1_bn_reduction_right1_stem_1/FusedBatchNormV3/ReadVariableOp" [id=83, op=ReadVariableOp]; -"84 NASNet/separable_conv_1_bn_reduction_right1_stem_1/FusedBatchNormV3/ReadVariableOp_1/resource" [id=84, op=Placeholder]; -"85 NASNet/separable_conv_1_bn_reduction_right1_stem_1/FusedBatchNormV3/ReadVariableOp_1" [id=85, op=ReadVariableOp]; -"86 NASNet/separable_conv_1_bn_reduction_right1_stem_1/FusedBatchNormV3" [id=86, op=FusedBatchNormV3]; -"87 NASNet/separable_conv_1_bn_reduction_left1_stem_1/ReadVariableOp/resource" [id=87, op=Placeholder]; -"88 NASNet/separable_conv_1_bn_reduction_left1_stem_1/ReadVariableOp" [id=88, op=ReadVariableOp]; -"89 NASNet/separable_conv_1_bn_reduction_left1_stem_1/ReadVariableOp_1/resource" [id=89, op=Placeholder]; -"90 NASNet/separable_conv_1_bn_reduction_left1_stem_1/ReadVariableOp_1" [id=90, op=ReadVariableOp]; -"91 NASNet/separable_conv_1_bn_reduction_left1_stem_1/FusedBatchNormV3/ReadVariableOp/resource" [id=91, op=Placeholder]; -"92 NASNet/separable_conv_1_bn_reduction_left1_stem_1/FusedBatchNormV3/ReadVariableOp" [id=92, op=ReadVariableOp]; -"93 NASNet/separable_conv_1_bn_reduction_left1_stem_1/FusedBatchNormV3/ReadVariableOp_1/resource" [id=93, op=Placeholder]; -"94 NASNet/separable_conv_1_bn_reduction_left1_stem_1/FusedBatchNormV3/ReadVariableOp_1" [id=94, op=ReadVariableOp]; -"95 NASNet/separable_conv_1_bn_reduction_left1_stem_1/FusedBatchNormV3" [id=95, op=FusedBatchNormV3]; -"96 NASNet/activation_4/Relu" [id=96, op=Relu]; -"97 NASNet/activation_2/Relu" [id=97, op=Relu]; -"98 NASNet/separable_conv_2_reduction_right1_stem_1/Sigmoid/ReadVariableOp/resource" [id=98, op=Placeholder]; -"99 NASNet/separable_conv_2_reduction_right1_stem_1/Sigmoid/ReadVariableOp" [id=99, op=ReadVariableOp]; -"100 NASNet/separable_conv_2_reduction_right1_stem_1/Sigmoid" [id=100, op=Sigmoid]; -"101 NASNet/separable_conv_2_reduction_right1_stem_1/Round" [id=101, op=Round]; -"102 NASNet/separable_conv_2_reduction_right1_stem_1/ReadVariableOp/resource" [id=102, op=Placeholder]; -"103 NASNet/separable_conv_2_reduction_right1_stem_1/ReadVariableOp" [id=103, op=ReadVariableOp]; -"104 NASNet/separable_conv_2_reduction_right1_stem_1/mul" [id=104, op=Mul]; -"105 NASNet/separable_conv_2_reduction_right1_stem_1/Sigmoid_1/ReadVariableOp/resource" [id=105, op=Placeholder]; -"106 NASNet/separable_conv_2_reduction_right1_stem_1/Sigmoid_1/ReadVariableOp" [id=106, op=ReadVariableOp]; -"107 NASNet/separable_conv_2_reduction_right1_stem_1/Sigmoid_1" [id=107, op=Sigmoid]; -"108 NASNet/separable_conv_2_reduction_right1_stem_1/Round_1" [id=108, op=Round]; -"109 NASNet/separable_conv_2_reduction_right1_stem_1/ReadVariableOp_1/resource" [id=109, op=Placeholder]; -"110 NASNet/separable_conv_2_reduction_right1_stem_1/ReadVariableOp_1" [id=110, op=ReadVariableOp]; -"111 NASNet/separable_conv_2_reduction_right1_stem_1/mul_1" [id=111, op=Mul]; -"112 NASNet/separable_conv_2_reduction_right1_stem_1/separable_conv2d/Shape" [id=112, op=Const]; -"113 NASNet/separable_conv_2_reduction_right1_stem_1/separable_conv2d/dilation_rate" [id=113, op=Const]; -"114 NASNet/separable_conv_2_reduction_right1_stem_1/separable_conv2d/depthwise" [id=114, op=DepthwiseConv2dNative]; -"115 NASNet/separable_conv_2_reduction_right1_stem_1/separable_conv2d" [id=115, op=Conv2D]; -"116 NASNet/separable_conv_2_reduction_left1_stem_1/Sigmoid/ReadVariableOp/resource" [id=116, op=Placeholder]; -"117 NASNet/separable_conv_2_reduction_left1_stem_1/Sigmoid/ReadVariableOp" [id=117, op=ReadVariableOp]; -"118 NASNet/separable_conv_2_reduction_left1_stem_1/Sigmoid" [id=118, op=Sigmoid]; -"119 NASNet/separable_conv_2_reduction_left1_stem_1/Round" [id=119, op=Round]; -"120 NASNet/separable_conv_2_reduction_left1_stem_1/ReadVariableOp/resource" [id=120, op=Placeholder]; -"121 NASNet/separable_conv_2_reduction_left1_stem_1/ReadVariableOp" [id=121, op=ReadVariableOp]; -"122 NASNet/separable_conv_2_reduction_left1_stem_1/mul" [id=122, op=Mul]; -"123 NASNet/separable_conv_2_reduction_left1_stem_1/Sigmoid_1/ReadVariableOp/resource" [id=123, op=Placeholder]; -"124 NASNet/separable_conv_2_reduction_left1_stem_1/Sigmoid_1/ReadVariableOp" [id=124, op=ReadVariableOp]; -"125 NASNet/separable_conv_2_reduction_left1_stem_1/Sigmoid_1" [id=125, op=Sigmoid]; -"126 NASNet/separable_conv_2_reduction_left1_stem_1/Round_1" [id=126, op=Round]; -"127 NASNet/separable_conv_2_reduction_left1_stem_1/ReadVariableOp_1/resource" [id=127, op=Placeholder]; -"128 NASNet/separable_conv_2_reduction_left1_stem_1/ReadVariableOp_1" [id=128, op=ReadVariableOp]; -"129 NASNet/separable_conv_2_reduction_left1_stem_1/mul_1" [id=129, op=Mul]; -"130 NASNet/separable_conv_2_reduction_left1_stem_1/separable_conv2d/Shape" [id=130, op=Const]; -"131 NASNet/separable_conv_2_reduction_left1_stem_1/separable_conv2d/dilation_rate" [id=131, op=Const]; -"132 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NASNet/separable_conv_2_normal_left1_3/separable_conv2d/Shape" [id=1955, op=Const]; -"1956 NASNet/separable_conv_2_normal_left1_3/separable_conv2d/dilation_rate" [id=1956, op=Const]; -"1957 NASNet/separable_conv_2_normal_left1_3/separable_conv2d/depthwise" [id=1957, op=DepthwiseConv2dNative]; -"1958 NASNet/separable_conv_2_normal_left1_3/separable_conv2d" [id=1958, op=Conv2D]; -"1959 NASNet/separable_conv_2_bn_normal_left5_3/ReadVariableOp/resource" [id=1959, op=Placeholder]; -"1960 NASNet/separable_conv_2_bn_normal_left5_3/ReadVariableOp" [id=1960, op=ReadVariableOp]; -"1961 NASNet/separable_conv_2_bn_normal_left5_3/ReadVariableOp_1/resource" [id=1961, op=Placeholder]; -"1962 NASNet/separable_conv_2_bn_normal_left5_3/ReadVariableOp_1" [id=1962, op=ReadVariableOp]; -"1963 NASNet/separable_conv_2_bn_normal_left5_3/FusedBatchNormV3/ReadVariableOp/resource" [id=1963, op=Placeholder]; -"1964 NASNet/separable_conv_2_bn_normal_left5_3/FusedBatchNormV3/ReadVariableOp" [id=1964, op=ReadVariableOp]; -"1965 NASNet/separable_conv_2_bn_normal_left5_3/FusedBatchNormV3/ReadVariableOp_1/resource" [id=1965, op=Placeholder]; -"1966 NASNet/separable_conv_2_bn_normal_left5_3/FusedBatchNormV3/ReadVariableOp_1" [id=1966, op=ReadVariableOp]; -"1967 NASNet/separable_conv_2_bn_normal_left5_3/FusedBatchNormV3" [id=1967, op=FusedBatchNormV3]; -"1968 NASNet/normal_left4_3/AvgPool" [id=1968, op=AvgPool]; -"1969 NASNet/normal_right4_3/AvgPool" [id=1969, op=AvgPool]; -"1970 NASNet/normal_left3_3/AvgPool" [id=1970, op=AvgPool]; -"1971 NASNet/separable_conv_2_bn_normal_left2_3/ReadVariableOp/resource" [id=1971, op=Placeholder]; -"1972 NASNet/separable_conv_2_bn_normal_left2_3/ReadVariableOp" [id=1972, op=ReadVariableOp]; -"1973 NASNet/separable_conv_2_bn_normal_left2_3/ReadVariableOp_1/resource" [id=1973, op=Placeholder]; -"1974 NASNet/separable_conv_2_bn_normal_left2_3/ReadVariableOp_1" [id=1974, op=ReadVariableOp]; -"1975 NASNet/separable_conv_2_bn_normal_left2_3/FusedBatchNormV3/ReadVariableOp/resource" [id=1975, op=Placeholder]; -"1976 NASNet/separable_conv_2_bn_normal_left2_3/FusedBatchNormV3/ReadVariableOp" [id=1976, op=ReadVariableOp]; -"1977 NASNet/separable_conv_2_bn_normal_left2_3/FusedBatchNormV3/ReadVariableOp_1/resource" [id=1977, op=Placeholder]; -"1978 NASNet/separable_conv_2_bn_normal_left2_3/FusedBatchNormV3/ReadVariableOp_1" [id=1978, op=ReadVariableOp]; -"1979 NASNet/separable_conv_2_bn_normal_left2_3/FusedBatchNormV3" [id=1979, op=FusedBatchNormV3]; -"1980 NASNet/separable_conv_2_bn_normal_right2_3/ReadVariableOp/resource" [id=1980, op=Placeholder]; -"1981 NASNet/separable_conv_2_bn_normal_right2_3/ReadVariableOp" [id=1981, op=ReadVariableOp]; -"1982 NASNet/separable_conv_2_bn_normal_right2_3/ReadVariableOp_1/resource" [id=1982, op=Placeholder]; -"1983 NASNet/separable_conv_2_bn_normal_right2_3/ReadVariableOp_1" [id=1983, op=ReadVariableOp]; -"1984 NASNet/separable_conv_2_bn_normal_right2_3/FusedBatchNormV3/ReadVariableOp/resource" [id=1984, op=Placeholder]; -"1985 NASNet/separable_conv_2_bn_normal_right2_3/FusedBatchNormV3/ReadVariableOp" [id=1985, op=ReadVariableOp]; -"1986 NASNet/separable_conv_2_bn_normal_right2_3/FusedBatchNormV3/ReadVariableOp_1/resource" [id=1986, op=Placeholder]; -"1987 NASNet/separable_conv_2_bn_normal_right2_3/FusedBatchNormV3/ReadVariableOp_1" [id=1987, op=ReadVariableOp]; -"1988 NASNet/separable_conv_2_bn_normal_right2_3/FusedBatchNormV3" [id=1988, op=FusedBatchNormV3]; -"1989 NASNet/separable_conv_2_bn_normal_left1_3/ReadVariableOp/resource" [id=1989, op=Placeholder]; -"1990 NASNet/separable_conv_2_bn_normal_left1_3/ReadVariableOp" [id=1990, op=ReadVariableOp]; -"1991 NASNet/separable_conv_2_bn_normal_left1_3/ReadVariableOp_1/resource" [id=1991, op=Placeholder]; -"1992 NASNet/separable_conv_2_bn_normal_left1_3/ReadVariableOp_1" [id=1992, op=ReadVariableOp]; -"1993 NASNet/separable_conv_2_bn_normal_left1_3/FusedBatchNormV3/ReadVariableOp/resource" [id=1993, op=Placeholder]; -"1994 NASNet/separable_conv_2_bn_normal_left1_3/FusedBatchNormV3/ReadVariableOp" [id=1994, op=ReadVariableOp]; -"1995 NASNet/separable_conv_2_bn_normal_left1_3/FusedBatchNormV3/ReadVariableOp_1/resource" [id=1995, op=Placeholder]; -"1996 NASNet/separable_conv_2_bn_normal_left1_3/FusedBatchNormV3/ReadVariableOp_1" [id=1996, op=ReadVariableOp]; -"1997 NASNet/separable_conv_2_bn_normal_left1_3/FusedBatchNormV3" [id=1997, op=FusedBatchNormV3]; -"1998 NASNet/separable_conv_2_bn_normal_right1_3/ReadVariableOp/resource" [id=1998, op=Placeholder]; -"1999 NASNet/separable_conv_2_bn_normal_right1_3/ReadVariableOp" [id=1999, op=ReadVariableOp]; -"2000 NASNet/separable_conv_2_bn_normal_right1_3/ReadVariableOp_1/resource" [id=2000, op=Placeholder]; -"2001 NASNet/separable_conv_2_bn_normal_right1_3/ReadVariableOp_1" [id=2001, op=ReadVariableOp]; -"2002 NASNet/separable_conv_2_bn_normal_right1_3/FusedBatchNormV3/ReadVariableOp/resource" [id=2002, op=Placeholder]; -"2003 NASNet/separable_conv_2_bn_normal_right1_3/FusedBatchNormV3/ReadVariableOp" [id=2003, op=ReadVariableOp]; -"2004 NASNet/separable_conv_2_bn_normal_right1_3/FusedBatchNormV3/ReadVariableOp_1/resource" [id=2004, op=Placeholder]; -"2005 NASNet/separable_conv_2_bn_normal_right1_3/FusedBatchNormV3/ReadVariableOp_1" [id=2005, op=ReadVariableOp]; -"2006 NASNet/separable_conv_2_bn_normal_right1_3/FusedBatchNormV3" [id=2006, op=FusedBatchNormV3]; -"2007 NASNet/normal_add_1_3/add" [id=2007, op=AddV2]; -"2008 NASNet/normal_add_2_3/add" [id=2008, op=AddV2]; -"2009 NASNet/normal_add_3_3/add" [id=2009, op=AddV2]; -"2010 NASNet/normal_add_4_3/add" [id=2010, op=AddV2]; -"2011 NASNet/normal_add_5_3/add" [id=2011, op=AddV2]; -"2012 NASNet/normal_concat_3/concat/axis" [id=2012, op=Const]; -"2013 NASNet/normal_concat_3/concat" [id=2013, op=ConcatV2]; -"2014 NASNet/activation_69/Relu" [id=2014, op=Relu]; -"2015 NASNet/activation_70/Relu" [id=2015, op=Relu]; -"2016 NASNet/adjust_conv_projection_reduce_4/Sigmoid/ReadVariableOp/resource" [id=2016, op=Placeholder]; -"2017 NASNet/adjust_conv_projection_reduce_4/Sigmoid/ReadVariableOp" [id=2017, op=ReadVariableOp]; -"2018 NASNet/adjust_conv_projection_reduce_4/Sigmoid" [id=2018, op=Sigmoid]; -"2019 NASNet/adjust_conv_projection_reduce_4/Round" [id=2019, op=Round]; -"2020 NASNet/adjust_conv_projection_reduce_4/ReadVariableOp/resource" [id=2020, op=Placeholder]; -"2021 NASNet/adjust_conv_projection_reduce_4/ReadVariableOp" [id=2021, op=ReadVariableOp]; -"2022 NASNet/adjust_conv_projection_reduce_4/mul" [id=2022, op=Mul]; -"2023 NASNet/adjust_conv_projection_reduce_4/Conv2D" [id=2023, op=Conv2D]; -"2024 NASNet/reduction_conv_1_reduce_4/Sigmoid/ReadVariableOp/resource" [id=2024, op=Placeholder]; -"2025 NASNet/reduction_conv_1_reduce_4/Sigmoid/ReadVariableOp" [id=2025, op=ReadVariableOp]; -"2026 NASNet/reduction_conv_1_reduce_4/Sigmoid" [id=2026, op=Sigmoid]; -"2027 NASNet/reduction_conv_1_reduce_4/Round" [id=2027, op=Round]; -"2028 NASNet/reduction_conv_1_reduce_4/ReadVariableOp/resource" [id=2028, op=Placeholder]; -"2029 NASNet/reduction_conv_1_reduce_4/ReadVariableOp" [id=2029, op=ReadVariableOp]; -"2030 NASNet/reduction_conv_1_reduce_4/mul" [id=2030, op=Mul]; -"2031 NASNet/reduction_conv_1_reduce_4/Conv2D" [id=2031, op=Conv2D]; -"2032 NASNet/adjust_bn_reduce_4/ReadVariableOp/resource" [id=2032, op=Placeholder]; -"2033 NASNet/adjust_bn_reduce_4/ReadVariableOp" [id=2033, op=ReadVariableOp]; -"2034 NASNet/adjust_bn_reduce_4/ReadVariableOp_1/resource" [id=2034, op=Placeholder]; -"2035 NASNet/adjust_bn_reduce_4/ReadVariableOp_1" [id=2035, op=ReadVariableOp]; -"2036 NASNet/adjust_bn_reduce_4/FusedBatchNormV3/ReadVariableOp/resource" [id=2036, op=Placeholder]; -"2037 NASNet/adjust_bn_reduce_4/FusedBatchNormV3/ReadVariableOp" [id=2037, op=ReadVariableOp]; -"2038 NASNet/adjust_bn_reduce_4/FusedBatchNormV3/ReadVariableOp_1/resource" [id=2038, op=Placeholder]; -"2039 NASNet/adjust_bn_reduce_4/FusedBatchNormV3/ReadVariableOp_1" [id=2039, op=ReadVariableOp]; -"2040 NASNet/adjust_bn_reduce_4/FusedBatchNormV3" [id=2040, op=FusedBatchNormV3]; -"2041 NASNet/reduction_bn_1_reduce_4/ReadVariableOp/resource" [id=2041, op=Placeholder]; -"2042 NASNet/reduction_bn_1_reduce_4/ReadVariableOp" [id=2042, op=ReadVariableOp]; -"2043 NASNet/reduction_bn_1_reduce_4/ReadVariableOp_1/resource" [id=2043, op=Placeholder]; -"2044 NASNet/reduction_bn_1_reduce_4/ReadVariableOp_1" [id=2044, op=ReadVariableOp]; -"2045 NASNet/reduction_bn_1_reduce_4/FusedBatchNormV3/ReadVariableOp/resource" [id=2045, op=Placeholder]; -"2046 NASNet/reduction_bn_1_reduce_4/FusedBatchNormV3/ReadVariableOp" [id=2046, op=ReadVariableOp]; -"2047 NASNet/reduction_bn_1_reduce_4/FusedBatchNormV3/ReadVariableOp_1/resource" [id=2047, op=Placeholder]; -"2048 NASNet/reduction_bn_1_reduce_4/FusedBatchNormV3/ReadVariableOp_1" [id=2048, op=ReadVariableOp]; -"2049 NASNet/reduction_bn_1_reduce_4/FusedBatchNormV3" [id=2049, op=FusedBatchNormV3]; -"2050 NASNet/activation_73/Relu" [id=2050, op=Relu]; -"2051 NASNet/activation_71/Relu" [id=2051, op=Relu]; -"2052 NASNet/separable_conv_1_pad_reduction_right1_reduce_4/Pad/paddings" [id=2052, op=Const]; -"2053 NASNet/separable_conv_1_pad_reduction_right1_reduce_4/Pad" [id=2053, op=Pad]; -"2054 NASNet/separable_conv_1_pad_reduction_left1_reduce_4/Pad/paddings" [id=2054, op=Const]; -"2055 NASNet/separable_conv_1_pad_reduction_left1_reduce_4/Pad" [id=2055, op=Pad]; -"2056 NASNet/separable_conv_1_reduction_right1_reduce_4/Sigmoid/ReadVariableOp/resource" [id=2056, op=Placeholder]; -"2057 NASNet/separable_conv_1_reduction_right1_reduce_4/Sigmoid/ReadVariableOp" [id=2057, op=ReadVariableOp]; -"2058 NASNet/separable_conv_1_reduction_right1_reduce_4/Sigmoid" [id=2058, op=Sigmoid]; -"2059 NASNet/separable_conv_1_reduction_right1_reduce_4/Round" [id=2059, op=Round]; -"2060 NASNet/separable_conv_1_reduction_right1_reduce_4/ReadVariableOp/resource" [id=2060, op=Placeholder]; -"2061 NASNet/separable_conv_1_reduction_right1_reduce_4/ReadVariableOp" [id=2061, op=ReadVariableOp]; -"2062 NASNet/separable_conv_1_reduction_right1_reduce_4/mul" [id=2062, op=Mul]; -"2063 NASNet/separable_conv_1_reduction_right1_reduce_4/Sigmoid_1/ReadVariableOp/resource" [id=2063, op=Placeholder]; -"2064 NASNet/separable_conv_1_reduction_right1_reduce_4/Sigmoid_1/ReadVariableOp" [id=2064, op=ReadVariableOp]; -"2065 NASNet/separable_conv_1_reduction_right1_reduce_4/Sigmoid_1" [id=2065, op=Sigmoid]; -"2066 NASNet/separable_conv_1_reduction_right1_reduce_4/Round_1" [id=2066, op=Round]; -"2067 NASNet/separable_conv_1_reduction_right1_reduce_4/ReadVariableOp_1/resource" [id=2067, op=Placeholder]; -"2068 NASNet/separable_conv_1_reduction_right1_reduce_4/ReadVariableOp_1" [id=2068, op=ReadVariableOp]; -"2069 NASNet/separable_conv_1_reduction_right1_reduce_4/mul_1" [id=2069, op=Mul]; -"2070 NASNet/separable_conv_1_reduction_right1_reduce_4/separable_conv2d/Shape" [id=2070, op=Const]; -"2071 NASNet/separable_conv_1_reduction_right1_reduce_4/separable_conv2d/dilation_rate" [id=2071, op=Const]; -"2072 NASNet/separable_conv_1_reduction_right1_reduce_4/separable_conv2d/depthwise" [id=2072, op=DepthwiseConv2dNative]; -"2073 NASNet/separable_conv_1_reduction_right1_reduce_4/separable_conv2d" [id=2073, op=Conv2D]; -"2074 NASNet/separable_conv_1_reduction_left1_reduce_4/Sigmoid/ReadVariableOp/resource" [id=2074, op=Placeholder]; -"2075 NASNet/separable_conv_1_reduction_left1_reduce_4/Sigmoid/ReadVariableOp" [id=2075, op=ReadVariableOp]; -"2076 NASNet/separable_conv_1_reduction_left1_reduce_4/Sigmoid" [id=2076, op=Sigmoid]; -"2077 NASNet/separable_conv_1_reduction_left1_reduce_4/Round" [id=2077, op=Round]; -"2078 NASNet/separable_conv_1_reduction_left1_reduce_4/ReadVariableOp/resource" [id=2078, op=Placeholder]; -"2079 NASNet/separable_conv_1_reduction_left1_reduce_4/ReadVariableOp" [id=2079, op=ReadVariableOp]; -"2080 NASNet/separable_conv_1_reduction_left1_reduce_4/mul" [id=2080, op=Mul]; -"2081 NASNet/separable_conv_1_reduction_left1_reduce_4/Sigmoid_1/ReadVariableOp/resource" [id=2081, op=Placeholder]; -"2082 NASNet/separable_conv_1_reduction_left1_reduce_4/Sigmoid_1/ReadVariableOp" [id=2082, op=ReadVariableOp]; -"2083 NASNet/separable_conv_1_reduction_left1_reduce_4/Sigmoid_1" [id=2083, op=Sigmoid]; -"2084 NASNet/separable_conv_1_reduction_left1_reduce_4/Round_1" [id=2084, op=Round]; -"2085 NASNet/separable_conv_1_reduction_left1_reduce_4/ReadVariableOp_1/resource" [id=2085, op=Placeholder]; -"2086 NASNet/separable_conv_1_reduction_left1_reduce_4/ReadVariableOp_1" [id=2086, op=ReadVariableOp]; -"2087 NASNet/separable_conv_1_reduction_left1_reduce_4/mul_1" [id=2087, op=Mul]; -"2088 NASNet/separable_conv_1_reduction_left1_reduce_4/separable_conv2d/Shape" [id=2088, op=Const]; -"2089 NASNet/separable_conv_1_reduction_left1_reduce_4/separable_conv2d/dilation_rate" [id=2089, op=Const]; -"2090 NASNet/separable_conv_1_reduction_left1_reduce_4/separable_conv2d/depthwise" [id=2090, op=DepthwiseConv2dNative]; -"2091 NASNet/separable_conv_1_reduction_left1_reduce_4/separable_conv2d" [id=2091, op=Conv2D]; -"2092 NASNet/separable_conv_1_bn_reduction_right1_reduce_4/ReadVariableOp/resource" [id=2092, op=Placeholder]; -"2093 NASNet/separable_conv_1_bn_reduction_right1_reduce_4/ReadVariableOp" [id=2093, op=ReadVariableOp]; -"2094 NASNet/separable_conv_1_bn_reduction_right1_reduce_4/ReadVariableOp_1/resource" [id=2094, op=Placeholder]; -"2095 NASNet/separable_conv_1_bn_reduction_right1_reduce_4/ReadVariableOp_1" [id=2095, op=ReadVariableOp]; -"2096 NASNet/separable_conv_1_bn_reduction_right1_reduce_4/FusedBatchNormV3/ReadVariableOp/resource" [id=2096, op=Placeholder]; -"2097 NASNet/separable_conv_1_bn_reduction_right1_reduce_4/FusedBatchNormV3/ReadVariableOp" [id=2097, op=ReadVariableOp]; -"2098 NASNet/separable_conv_1_bn_reduction_right1_reduce_4/FusedBatchNormV3/ReadVariableOp_1/resource" [id=2098, op=Placeholder]; -"2099 NASNet/separable_conv_1_bn_reduction_right1_reduce_4/FusedBatchNormV3/ReadVariableOp_1" [id=2099, op=ReadVariableOp]; -"2100 NASNet/separable_conv_1_bn_reduction_right1_reduce_4/FusedBatchNormV3" [id=2100, op=FusedBatchNormV3]; -"2101 NASNet/separable_conv_1_bn_reduction_left1_reduce_4/ReadVariableOp/resource" [id=2101, op=Placeholder]; -"2102 NASNet/separable_conv_1_bn_reduction_left1_reduce_4/ReadVariableOp" [id=2102, op=ReadVariableOp]; -"2103 NASNet/separable_conv_1_bn_reduction_left1_reduce_4/ReadVariableOp_1/resource" [id=2103, op=Placeholder]; -"2104 NASNet/separable_conv_1_bn_reduction_left1_reduce_4/ReadVariableOp_1" [id=2104, op=ReadVariableOp]; -"2105 NASNet/separable_conv_1_bn_reduction_left1_reduce_4/FusedBatchNormV3/ReadVariableOp/resource" [id=2105, op=Placeholder]; -"2106 NASNet/separable_conv_1_bn_reduction_left1_reduce_4/FusedBatchNormV3/ReadVariableOp" [id=2106, op=ReadVariableOp]; -"2107 NASNet/separable_conv_1_bn_reduction_left1_reduce_4/FusedBatchNormV3/ReadVariableOp_1/resource" [id=2107, op=Placeholder]; -"2108 NASNet/separable_conv_1_bn_reduction_left1_reduce_4/FusedBatchNormV3/ReadVariableOp_1" [id=2108, op=ReadVariableOp]; -"2109 NASNet/separable_conv_1_bn_reduction_left1_reduce_4/FusedBatchNormV3" [id=2109, op=FusedBatchNormV3]; -"2110 NASNet/activation_74/Relu" [id=2110, op=Relu]; -"2111 NASNet/activation_72/Relu" [id=2111, op=Relu]; -"2112 NASNet/separable_conv_2_reduction_right1_reduce_4/Sigmoid/ReadVariableOp/resource" [id=2112, op=Placeholder]; -"2113 NASNet/separable_conv_2_reduction_right1_reduce_4/Sigmoid/ReadVariableOp" [id=2113, op=ReadVariableOp]; -"2114 NASNet/separable_conv_2_reduction_right1_reduce_4/Sigmoid" [id=2114, op=Sigmoid]; -"2115 NASNet/separable_conv_2_reduction_right1_reduce_4/Round" [id=2115, op=Round]; -"2116 NASNet/separable_conv_2_reduction_right1_reduce_4/ReadVariableOp/resource" [id=2116, op=Placeholder]; -"2117 NASNet/separable_conv_2_reduction_right1_reduce_4/ReadVariableOp" [id=2117, op=ReadVariableOp]; -"2118 NASNet/separable_conv_2_reduction_right1_reduce_4/mul" [id=2118, op=Mul]; -"2119 NASNet/separable_conv_2_reduction_right1_reduce_4/Sigmoid_1/ReadVariableOp/resource" [id=2119, op=Placeholder]; -"2120 NASNet/separable_conv_2_reduction_right1_reduce_4/Sigmoid_1/ReadVariableOp" [id=2120, op=ReadVariableOp]; -"2121 NASNet/separable_conv_2_reduction_right1_reduce_4/Sigmoid_1" [id=2121, op=Sigmoid]; -"2122 NASNet/separable_conv_2_reduction_right1_reduce_4/Round_1" [id=2122, op=Round]; -"2123 NASNet/separable_conv_2_reduction_right1_reduce_4/ReadVariableOp_1/resource" [id=2123, op=Placeholder]; -"2124 NASNet/separable_conv_2_reduction_right1_reduce_4/ReadVariableOp_1" [id=2124, op=ReadVariableOp]; -"2125 NASNet/separable_conv_2_reduction_right1_reduce_4/mul_1" [id=2125, op=Mul]; -"2126 NASNet/separable_conv_2_reduction_right1_reduce_4/separable_conv2d/Shape" [id=2126, op=Const]; -"2127 NASNet/separable_conv_2_reduction_right1_reduce_4/separable_conv2d/dilation_rate" [id=2127, op=Const]; -"2128 NASNet/separable_conv_2_reduction_right1_reduce_4/separable_conv2d/depthwise" [id=2128, op=DepthwiseConv2dNative]; -"2129 NASNet/separable_conv_2_reduction_right1_reduce_4/separable_conv2d" [id=2129, op=Conv2D]; -"2130 NASNet/separable_conv_2_reduction_left1_reduce_4/Sigmoid/ReadVariableOp/resource" [id=2130, op=Placeholder]; -"2131 NASNet/separable_conv_2_reduction_left1_reduce_4/Sigmoid/ReadVariableOp" [id=2131, op=ReadVariableOp]; -"2132 NASNet/separable_conv_2_reduction_left1_reduce_4/Sigmoid" [id=2132, op=Sigmoid]; -"2133 NASNet/separable_conv_2_reduction_left1_reduce_4/Round" [id=2133, op=Round]; -"2134 NASNet/separable_conv_2_reduction_left1_reduce_4/ReadVariableOp/resource" [id=2134, op=Placeholder]; -"2135 NASNet/separable_conv_2_reduction_left1_reduce_4/ReadVariableOp" [id=2135, op=ReadVariableOp]; -"2136 NASNet/separable_conv_2_reduction_left1_reduce_4/mul" [id=2136, op=Mul]; -"2137 NASNet/separable_conv_2_reduction_left1_reduce_4/Sigmoid_1/ReadVariableOp/resource" [id=2137, op=Placeholder]; -"2138 NASNet/separable_conv_2_reduction_left1_reduce_4/Sigmoid_1/ReadVariableOp" [id=2138, op=ReadVariableOp]; -"2139 NASNet/separable_conv_2_reduction_left1_reduce_4/Sigmoid_1" [id=2139, op=Sigmoid]; -"2140 NASNet/separable_conv_2_reduction_left1_reduce_4/Round_1" [id=2140, op=Round]; -"2141 NASNet/separable_conv_2_reduction_left1_reduce_4/ReadVariableOp_1/resource" [id=2141, op=Placeholder]; -"2142 NASNet/separable_conv_2_reduction_left1_reduce_4/ReadVariableOp_1" [id=2142, op=ReadVariableOp]; -"2143 NASNet/separable_conv_2_reduction_left1_reduce_4/mul_1" [id=2143, op=Mul]; -"2144 NASNet/separable_conv_2_reduction_left1_reduce_4/separable_conv2d/Shape" [id=2144, op=Const]; -"2145 NASNet/separable_conv_2_reduction_left1_reduce_4/separable_conv2d/dilation_rate" [id=2145, op=Const]; -"2146 NASNet/separable_conv_2_reduction_left1_reduce_4/separable_conv2d/depthwise" [id=2146, op=DepthwiseConv2dNative]; -"2147 NASNet/separable_conv_2_reduction_left1_reduce_4/separable_conv2d" [id=2147, op=Conv2D]; -"2148 NASNet/separable_conv_2_bn_reduction_left1_reduce_4/ReadVariableOp/resource" [id=2148, op=Placeholder]; -"2149 NASNet/separable_conv_2_bn_reduction_left1_reduce_4/ReadVariableOp" [id=2149, op=ReadVariableOp]; -"2150 NASNet/separable_conv_2_bn_reduction_left1_reduce_4/ReadVariableOp_1/resource" [id=2150, op=Placeholder]; -"2151 NASNet/separable_conv_2_bn_reduction_left1_reduce_4/ReadVariableOp_1" [id=2151, op=ReadVariableOp]; -"2152 NASNet/separable_conv_2_bn_reduction_left1_reduce_4/FusedBatchNormV3/ReadVariableOp/resource" [id=2152, op=Placeholder]; -"2153 NASNet/separable_conv_2_bn_reduction_left1_reduce_4/FusedBatchNormV3/ReadVariableOp" [id=2153, 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NASNet/separable_conv_1_bn_normal_left1_12/FusedBatchNormV3/ReadVariableOp" [id=5178, op=ReadVariableOp]; -"5179 NASNet/separable_conv_1_bn_normal_left1_12/FusedBatchNormV3/ReadVariableOp_1/resource" [id=5179, op=Placeholder]; -"5180 NASNet/separable_conv_1_bn_normal_left1_12/FusedBatchNormV3/ReadVariableOp_1" [id=5180, op=ReadVariableOp]; -"5181 NASNet/separable_conv_1_bn_normal_left1_12/FusedBatchNormV3" [id=5181, op=FusedBatchNormV3]; -"5182 NASNet/activation_186/Relu" [id=5182, op=Relu]; -"5183 NASNet/activation_184/Relu" [id=5183, op=Relu]; -"5184 NASNet/activation_182/Relu" [id=5184, op=Relu]; -"5185 NASNet/activation_180/Relu" [id=5185, op=Relu]; -"5186 NASNet/activation_178/Relu" [id=5186, op=Relu]; -"5187 NASNet/separable_conv_2_normal_left5_12/Sigmoid/ReadVariableOp/resource" [id=5187, op=Placeholder]; -"5188 NASNet/separable_conv_2_normal_left5_12/Sigmoid/ReadVariableOp" [id=5188, op=ReadVariableOp]; -"5189 NASNet/separable_conv_2_normal_left5_12/Sigmoid" [id=5189, op=Sigmoid]; -"5190 NASNet/separable_conv_2_normal_left5_12/Round" [id=5190, op=Round]; -"5191 NASNet/separable_conv_2_normal_left5_12/ReadVariableOp/resource" [id=5191, op=Placeholder]; -"5192 NASNet/separable_conv_2_normal_left5_12/ReadVariableOp" [id=5192, op=ReadVariableOp]; -"5193 NASNet/separable_conv_2_normal_left5_12/mul" [id=5193, op=Mul]; -"5194 NASNet/separable_conv_2_normal_left5_12/Sigmoid_1/ReadVariableOp/resource" [id=5194, op=Placeholder]; -"5195 NASNet/separable_conv_2_normal_left5_12/Sigmoid_1/ReadVariableOp" [id=5195, op=ReadVariableOp]; -"5196 NASNet/separable_conv_2_normal_left5_12/Sigmoid_1" [id=5196, op=Sigmoid]; -"5197 NASNet/separable_conv_2_normal_left5_12/Round_1" [id=5197, op=Round]; -"5198 NASNet/separable_conv_2_normal_left5_12/ReadVariableOp_1/resource" [id=5198, op=Placeholder]; -"5199 NASNet/separable_conv_2_normal_left5_12/ReadVariableOp_1" [id=5199, op=ReadVariableOp]; -"5200 NASNet/separable_conv_2_normal_left5_12/mul_1" [id=5200, op=Mul]; -"5201 NASNet/separable_conv_2_normal_left5_12/separable_conv2d/Shape" [id=5201, op=Const]; -"5202 NASNet/separable_conv_2_normal_left5_12/separable_conv2d/dilation_rate" [id=5202, op=Const]; -"5203 NASNet/separable_conv_2_normal_left5_12/separable_conv2d/depthwise" [id=5203, op=DepthwiseConv2dNative]; -"5204 NASNet/separable_conv_2_normal_left5_12/separable_conv2d" [id=5204, op=Conv2D]; -"5205 NASNet/separable_conv_2_normal_right2_12/Sigmoid/ReadVariableOp/resource" [id=5205, op=Placeholder]; -"5206 NASNet/separable_conv_2_normal_right2_12/Sigmoid/ReadVariableOp" [id=5206, op=ReadVariableOp]; -"5207 NASNet/separable_conv_2_normal_right2_12/Sigmoid" [id=5207, op=Sigmoid]; -"5208 NASNet/separable_conv_2_normal_right2_12/Round" [id=5208, op=Round]; -"5209 NASNet/separable_conv_2_normal_right2_12/ReadVariableOp/resource" [id=5209, op=Placeholder]; -"5210 NASNet/separable_conv_2_normal_right2_12/ReadVariableOp" [id=5210, op=ReadVariableOp]; -"5211 NASNet/separable_conv_2_normal_right2_12/mul" [id=5211, op=Mul]; -"5212 NASNet/separable_conv_2_normal_right2_12/Sigmoid_1/ReadVariableOp/resource" [id=5212, op=Placeholder]; -"5213 NASNet/separable_conv_2_normal_right2_12/Sigmoid_1/ReadVariableOp" [id=5213, op=ReadVariableOp]; -"5214 NASNet/separable_conv_2_normal_right2_12/Sigmoid_1" [id=5214, op=Sigmoid]; -"5215 NASNet/separable_conv_2_normal_right2_12/Round_1" [id=5215, op=Round]; -"5216 NASNet/separable_conv_2_normal_right2_12/ReadVariableOp_1/resource" [id=5216, op=Placeholder]; -"5217 NASNet/separable_conv_2_normal_right2_12/ReadVariableOp_1" [id=5217, op=ReadVariableOp]; -"5218 NASNet/separable_conv_2_normal_right2_12/mul_1" [id=5218, op=Mul]; -"5219 NASNet/separable_conv_2_normal_right2_12/separable_conv2d/Shape" [id=5219, op=Const]; -"5220 NASNet/separable_conv_2_normal_right2_12/separable_conv2d/dilation_rate" [id=5220, op=Const]; -"5221 NASNet/separable_conv_2_normal_right2_12/separable_conv2d/depthwise" [id=5221, op=DepthwiseConv2dNative]; -"5222 NASNet/separable_conv_2_normal_right2_12/separable_conv2d" [id=5222, op=Conv2D]; -"5223 NASNet/separable_conv_2_normal_left2_12/Sigmoid/ReadVariableOp/resource" [id=5223, op=Placeholder]; -"5224 NASNet/separable_conv_2_normal_left2_12/Sigmoid/ReadVariableOp" [id=5224, op=ReadVariableOp]; -"5225 NASNet/separable_conv_2_normal_left2_12/Sigmoid" [id=5225, op=Sigmoid]; -"5226 NASNet/separable_conv_2_normal_left2_12/Round" [id=5226, op=Round]; -"5227 NASNet/separable_conv_2_normal_left2_12/ReadVariableOp/resource" [id=5227, op=Placeholder]; -"5228 NASNet/separable_conv_2_normal_left2_12/ReadVariableOp" [id=5228, op=ReadVariableOp]; -"5229 NASNet/separable_conv_2_normal_left2_12/mul" [id=5229, op=Mul]; -"5230 NASNet/separable_conv_2_normal_left2_12/Sigmoid_1/ReadVariableOp/resource" [id=5230, op=Placeholder]; -"5231 NASNet/separable_conv_2_normal_left2_12/Sigmoid_1/ReadVariableOp" [id=5231, op=ReadVariableOp]; -"5232 NASNet/separable_conv_2_normal_left2_12/Sigmoid_1" [id=5232, op=Sigmoid]; -"5233 NASNet/separable_conv_2_normal_left2_12/Round_1" [id=5233, op=Round]; -"5234 NASNet/separable_conv_2_normal_left2_12/ReadVariableOp_1/resource" [id=5234, op=Placeholder]; -"5235 NASNet/separable_conv_2_normal_left2_12/ReadVariableOp_1" [id=5235, op=ReadVariableOp]; -"5236 NASNet/separable_conv_2_normal_left2_12/mul_1" [id=5236, op=Mul]; -"5237 NASNet/separable_conv_2_normal_left2_12/separable_conv2d/Shape" [id=5237, op=Const]; -"5238 NASNet/separable_conv_2_normal_left2_12/separable_conv2d/dilation_rate" [id=5238, op=Const]; -"5239 NASNet/separable_conv_2_normal_left2_12/separable_conv2d/depthwise" [id=5239, op=DepthwiseConv2dNative]; -"5240 NASNet/separable_conv_2_normal_left2_12/separable_conv2d" [id=5240, op=Conv2D]; -"5241 NASNet/separable_conv_2_normal_right1_12/Sigmoid/ReadVariableOp/resource" [id=5241, op=Placeholder]; -"5242 NASNet/separable_conv_2_normal_right1_12/Sigmoid/ReadVariableOp" [id=5242, op=ReadVariableOp]; -"5243 NASNet/separable_conv_2_normal_right1_12/Sigmoid" [id=5243, op=Sigmoid]; -"5244 NASNet/separable_conv_2_normal_right1_12/Round" [id=5244, op=Round]; -"5245 NASNet/separable_conv_2_normal_right1_12/ReadVariableOp/resource" [id=5245, op=Placeholder]; -"5246 NASNet/separable_conv_2_normal_right1_12/ReadVariableOp" [id=5246, op=ReadVariableOp]; -"5247 NASNet/separable_conv_2_normal_right1_12/mul" [id=5247, op=Mul]; -"5248 NASNet/separable_conv_2_normal_right1_12/Sigmoid_1/ReadVariableOp/resource" [id=5248, op=Placeholder]; -"5249 NASNet/separable_conv_2_normal_right1_12/Sigmoid_1/ReadVariableOp" [id=5249, op=ReadVariableOp]; -"5250 NASNet/separable_conv_2_normal_right1_12/Sigmoid_1" [id=5250, op=Sigmoid]; -"5251 NASNet/separable_conv_2_normal_right1_12/Round_1" [id=5251, op=Round]; -"5252 NASNet/separable_conv_2_normal_right1_12/ReadVariableOp_1/resource" [id=5252, op=Placeholder]; -"5253 NASNet/separable_conv_2_normal_right1_12/ReadVariableOp_1" [id=5253, op=ReadVariableOp]; -"5254 NASNet/separable_conv_2_normal_right1_12/mul_1" [id=5254, op=Mul]; -"5255 NASNet/separable_conv_2_normal_right1_12/separable_conv2d/Shape" [id=5255, op=Const]; -"5256 NASNet/separable_conv_2_normal_right1_12/separable_conv2d/dilation_rate" [id=5256, op=Const]; -"5257 NASNet/separable_conv_2_normal_right1_12/separable_conv2d/depthwise" [id=5257, op=DepthwiseConv2dNative]; -"5258 NASNet/separable_conv_2_normal_right1_12/separable_conv2d" [id=5258, op=Conv2D]; -"5259 NASNet/separable_conv_2_normal_left1_12/Sigmoid/ReadVariableOp/resource" [id=5259, op=Placeholder]; -"5260 NASNet/separable_conv_2_normal_left1_12/Sigmoid/ReadVariableOp" [id=5260, op=ReadVariableOp]; -"5261 NASNet/separable_conv_2_normal_left1_12/Sigmoid" [id=5261, op=Sigmoid]; -"5262 NASNet/separable_conv_2_normal_left1_12/Round" [id=5262, op=Round]; -"5263 NASNet/separable_conv_2_normal_left1_12/ReadVariableOp/resource" [id=5263, op=Placeholder]; -"5264 NASNet/separable_conv_2_normal_left1_12/ReadVariableOp" [id=5264, op=ReadVariableOp]; -"5265 NASNet/separable_conv_2_normal_left1_12/mul" [id=5265, op=Mul]; -"5266 NASNet/separable_conv_2_normal_left1_12/Sigmoid_1/ReadVariableOp/resource" [id=5266, op=Placeholder]; -"5267 NASNet/separable_conv_2_normal_left1_12/Sigmoid_1/ReadVariableOp" [id=5267, op=ReadVariableOp]; -"5268 NASNet/separable_conv_2_normal_left1_12/Sigmoid_1" [id=5268, op=Sigmoid]; -"5269 NASNet/separable_conv_2_normal_left1_12/Round_1" [id=5269, op=Round]; -"5270 NASNet/separable_conv_2_normal_left1_12/ReadVariableOp_1/resource" [id=5270, op=Placeholder]; -"5271 NASNet/separable_conv_2_normal_left1_12/ReadVariableOp_1" [id=5271, op=ReadVariableOp]; -"5272 NASNet/separable_conv_2_normal_left1_12/mul_1" [id=5272, op=Mul]; -"5273 NASNet/separable_conv_2_normal_left1_12/separable_conv2d/Shape" [id=5273, op=Const]; -"5274 NASNet/separable_conv_2_normal_left1_12/separable_conv2d/dilation_rate" [id=5274, op=Const]; -"5275 NASNet/separable_conv_2_normal_left1_12/separable_conv2d/depthwise" [id=5275, op=DepthwiseConv2dNative]; -"5276 NASNet/separable_conv_2_normal_left1_12/separable_conv2d" [id=5276, op=Conv2D]; -"5277 NASNet/separable_conv_2_bn_normal_left5_12/ReadVariableOp/resource" [id=5277, op=Placeholder]; -"5278 NASNet/separable_conv_2_bn_normal_left5_12/ReadVariableOp" [id=5278, op=ReadVariableOp]; -"5279 NASNet/separable_conv_2_bn_normal_left5_12/ReadVariableOp_1/resource" [id=5279, op=Placeholder]; -"5280 NASNet/separable_conv_2_bn_normal_left5_12/ReadVariableOp_1" [id=5280, op=ReadVariableOp]; -"5281 NASNet/separable_conv_2_bn_normal_left5_12/FusedBatchNormV3/ReadVariableOp/resource" [id=5281, op=Placeholder]; -"5282 NASNet/separable_conv_2_bn_normal_left5_12/FusedBatchNormV3/ReadVariableOp" [id=5282, op=ReadVariableOp]; -"5283 NASNet/separable_conv_2_bn_normal_left5_12/FusedBatchNormV3/ReadVariableOp_1/resource" [id=5283, op=Placeholder]; -"5284 NASNet/separable_conv_2_bn_normal_left5_12/FusedBatchNormV3/ReadVariableOp_1" [id=5284, op=ReadVariableOp]; -"5285 NASNet/separable_conv_2_bn_normal_left5_12/FusedBatchNormV3" [id=5285, op=FusedBatchNormV3]; -"5286 NASNet/normal_left4_12/AvgPool" [id=5286, op=AvgPool]; -"5287 NASNet/normal_right4_12/AvgPool" [id=5287, op=AvgPool]; -"5288 NASNet/normal_left3_12/AvgPool" [id=5288, op=AvgPool]; -"5289 NASNet/separable_conv_2_bn_normal_left2_12/ReadVariableOp/resource" [id=5289, op=Placeholder]; -"5290 NASNet/separable_conv_2_bn_normal_left2_12/ReadVariableOp" [id=5290, op=ReadVariableOp]; -"5291 NASNet/separable_conv_2_bn_normal_left2_12/ReadVariableOp_1/resource" [id=5291, op=Placeholder]; -"5292 NASNet/separable_conv_2_bn_normal_left2_12/ReadVariableOp_1" [id=5292, op=ReadVariableOp]; -"5293 NASNet/separable_conv_2_bn_normal_left2_12/FusedBatchNormV3/ReadVariableOp/resource" [id=5293, op=Placeholder]; -"5294 NASNet/separable_conv_2_bn_normal_left2_12/FusedBatchNormV3/ReadVariableOp" [id=5294, op=ReadVariableOp]; -"5295 NASNet/separable_conv_2_bn_normal_left2_12/FusedBatchNormV3/ReadVariableOp_1/resource" [id=5295, op=Placeholder]; -"5296 NASNet/separable_conv_2_bn_normal_left2_12/FusedBatchNormV3/ReadVariableOp_1" [id=5296, op=ReadVariableOp]; -"5297 NASNet/separable_conv_2_bn_normal_left2_12/FusedBatchNormV3" [id=5297, op=FusedBatchNormV3]; -"5298 NASNet/separable_conv_2_bn_normal_right2_12/ReadVariableOp/resource" [id=5298, op=Placeholder]; -"5299 NASNet/separable_conv_2_bn_normal_right2_12/ReadVariableOp" [id=5299, op=ReadVariableOp]; -"5300 NASNet/separable_conv_2_bn_normal_right2_12/ReadVariableOp_1/resource" [id=5300, op=Placeholder]; -"5301 NASNet/separable_conv_2_bn_normal_right2_12/ReadVariableOp_1" [id=5301, op=ReadVariableOp]; -"5302 NASNet/separable_conv_2_bn_normal_right2_12/FusedBatchNormV3/ReadVariableOp/resource" [id=5302, op=Placeholder]; -"5303 NASNet/separable_conv_2_bn_normal_right2_12/FusedBatchNormV3/ReadVariableOp" [id=5303, op=ReadVariableOp]; -"5304 NASNet/separable_conv_2_bn_normal_right2_12/FusedBatchNormV3/ReadVariableOp_1/resource" [id=5304, op=Placeholder]; -"5305 NASNet/separable_conv_2_bn_normal_right2_12/FusedBatchNormV3/ReadVariableOp_1" [id=5305, op=ReadVariableOp]; -"5306 NASNet/separable_conv_2_bn_normal_right2_12/FusedBatchNormV3" [id=5306, op=FusedBatchNormV3]; -"5307 NASNet/separable_conv_2_bn_normal_left1_12/ReadVariableOp/resource" [id=5307, op=Placeholder]; -"5308 NASNet/separable_conv_2_bn_normal_left1_12/ReadVariableOp" [id=5308, op=ReadVariableOp]; -"5309 NASNet/separable_conv_2_bn_normal_left1_12/ReadVariableOp_1/resource" [id=5309, op=Placeholder]; -"5310 NASNet/separable_conv_2_bn_normal_left1_12/ReadVariableOp_1" [id=5310, op=ReadVariableOp]; -"5311 NASNet/separable_conv_2_bn_normal_left1_12/FusedBatchNormV3/ReadVariableOp/resource" [id=5311, op=Placeholder]; -"5312 NASNet/separable_conv_2_bn_normal_left1_12/FusedBatchNormV3/ReadVariableOp" [id=5312, op=ReadVariableOp]; -"5313 NASNet/separable_conv_2_bn_normal_left1_12/FusedBatchNormV3/ReadVariableOp_1/resource" [id=5313, op=Placeholder]; -"5314 NASNet/separable_conv_2_bn_normal_left1_12/FusedBatchNormV3/ReadVariableOp_1" [id=5314, op=ReadVariableOp]; -"5315 NASNet/separable_conv_2_bn_normal_left1_12/FusedBatchNormV3" [id=5315, op=FusedBatchNormV3]; -"5316 NASNet/separable_conv_2_bn_normal_right1_12/ReadVariableOp/resource" [id=5316, op=Placeholder]; -"5317 NASNet/separable_conv_2_bn_normal_right1_12/ReadVariableOp" [id=5317, op=ReadVariableOp]; -"5318 NASNet/separable_conv_2_bn_normal_right1_12/ReadVariableOp_1/resource" [id=5318, op=Placeholder]; -"5319 NASNet/separable_conv_2_bn_normal_right1_12/ReadVariableOp_1" [id=5319, op=ReadVariableOp]; -"5320 NASNet/separable_conv_2_bn_normal_right1_12/FusedBatchNormV3/ReadVariableOp/resource" [id=5320, op=Placeholder]; -"5321 NASNet/separable_conv_2_bn_normal_right1_12/FusedBatchNormV3/ReadVariableOp" [id=5321, op=ReadVariableOp]; -"5322 NASNet/separable_conv_2_bn_normal_right1_12/FusedBatchNormV3/ReadVariableOp_1/resource" [id=5322, op=Placeholder]; -"5323 NASNet/separable_conv_2_bn_normal_right1_12/FusedBatchNormV3/ReadVariableOp_1" [id=5323, op=ReadVariableOp]; -"5324 NASNet/separable_conv_2_bn_normal_right1_12/FusedBatchNormV3" [id=5324, op=FusedBatchNormV3]; -"5325 NASNet/normal_add_1_12/add" [id=5325, op=AddV2]; -"5326 NASNet/normal_add_2_12/add" [id=5326, op=AddV2]; -"5327 NASNet/normal_add_3_12/add" [id=5327, op=AddV2]; -"5328 NASNet/normal_add_4_12/add" [id=5328, op=AddV2]; -"5329 NASNet/normal_add_5_12/add" [id=5329, op=AddV2]; -"5330 NASNet/normal_concat_12/concat/axis" [id=5330, op=Const]; -"5331 NASNet/normal_concat_12/concat" [id=5331, op=ConcatV2]; -"5332 NASNet/activation_187/Relu" [id=5332, op=Relu]; -"5333 NASNet/global_average_pooling2d/Mean/reduction_indices" [id=5333, op=Const]; -"5334 NASNet/global_average_pooling2d/Mean" [id=5334, op=Mean]; -"5335 NASNet/predictions/Sigmoid/ReadVariableOp/resource" [id=5335, op=Placeholder]; -"5336 NASNet/predictions/Sigmoid/ReadVariableOp" [id=5336, op=ReadVariableOp]; -"5337 NASNet/predictions/Sigmoid" [id=5337, op=Sigmoid]; -"5338 NASNet/predictions/Round" [id=5338, op=Round]; -"5339 NASNet/predictions/ReadVariableOp/resource" [id=5339, op=Placeholder]; -"5340 NASNet/predictions/ReadVariableOp" [id=5340, op=ReadVariableOp]; -"5341 NASNet/predictions/mul" [id=5341, op=Mul]; -"5342 NASNet/predictions/MatMul" [id=5342, op=MatMul]; -"5343 NASNet/predictions/BiasAdd/ReadVariableOp/resource" [id=5343, op=Placeholder]; -"5344 NASNet/predictions/BiasAdd/ReadVariableOp" [id=5344, op=ReadVariableOp]; -"5345 NASNet/predictions/BiasAdd" [id=5345, op=BiasAdd]; -"5346 NASNet/predictions/Softmax" [id=5346, op=Softmax]; -"5347 Identity" [id=5347, op=Identity]; -"0 args_0" -> "8 NASNet/stem_conv1/Conv2D"; -"1 NASNet/stem_conv1/Sigmoid/ReadVariableOp/resource" -> "2 NASNet/stem_conv1/Sigmoid/ReadVariableOp"; -"2 NASNet/stem_conv1/Sigmoid/ReadVariableOp" -> "3 NASNet/stem_conv1/Sigmoid"; -"3 NASNet/stem_conv1/Sigmoid" -> "4 NASNet/stem_conv1/Round"; -"4 NASNet/stem_conv1/Round" -> "7 NASNet/stem_conv1/mul"; -"5 NASNet/stem_conv1/ReadVariableOp/resource" -> "6 NASNet/stem_conv1/ReadVariableOp"; -"6 NASNet/stem_conv1/ReadVariableOp" -> "7 NASNet/stem_conv1/mul"; -"7 NASNet/stem_conv1/mul" -> "8 NASNet/stem_conv1/Conv2D"; -"8 NASNet/stem_conv1/Conv2D" -> "17 NASNet/stem_bn1/FusedBatchNormV3"; -"9 NASNet/stem_bn1/ReadVariableOp/resource" -> "10 NASNet/stem_bn1/ReadVariableOp"; -"10 NASNet/stem_bn1/ReadVariableOp" -> "17 NASNet/stem_bn1/FusedBatchNormV3"; -"11 NASNet/stem_bn1/ReadVariableOp_1/resource" -> "12 NASNet/stem_bn1/ReadVariableOp_1"; -"12 NASNet/stem_bn1/ReadVariableOp_1" -> "17 NASNet/stem_bn1/FusedBatchNormV3"; -"13 NASNet/stem_bn1/FusedBatchNormV3/ReadVariableOp/resource" -> "14 NASNet/stem_bn1/FusedBatchNormV3/ReadVariableOp"; -"14 NASNet/stem_bn1/FusedBatchNormV3/ReadVariableOp" -> "17 NASNet/stem_bn1/FusedBatchNormV3"; -"15 NASNet/stem_bn1/FusedBatchNormV3/ReadVariableOp_1/resource" -> "16 NASNet/stem_bn1/FusedBatchNormV3/ReadVariableOp_1"; -"16 NASNet/stem_bn1/FusedBatchNormV3/ReadVariableOp_1" -> "17 NASNet/stem_bn1/FusedBatchNormV3"; -"17 NASNet/stem_bn1/FusedBatchNormV3" -> "18 NASNet/activation/Relu"; -"17 NASNet/stem_bn1/FusedBatchNormV3" -> "36 NASNet/activation_3/Relu"; -"17 NASNet/stem_bn1/FusedBatchNormV3" -> "152 NASNet/activation_5/Relu"; -"17 NASNet/stem_bn1/FusedBatchNormV3" -> "154 NASNet/activation_7/Relu"; -"17 NASNet/stem_bn1/FusedBatchNormV3" -> "264 NASNet/adjust_relu_1_stem_2/Relu"; -"18 NASNet/activation/Relu" -> "26 NASNet/reduction_conv_1_stem_1/Conv2D"; -"19 NASNet/reduction_conv_1_stem_1/Sigmoid/ReadVariableOp/resource" -> "20 NASNet/reduction_conv_1_stem_1/Sigmoid/ReadVariableOp"; -"20 NASNet/reduction_conv_1_stem_1/Sigmoid/ReadVariableOp" -> "21 NASNet/reduction_conv_1_stem_1/Sigmoid"; -"21 NASNet/reduction_conv_1_stem_1/Sigmoid" -> "22 NASNet/reduction_conv_1_stem_1/Round"; -"22 NASNet/reduction_conv_1_stem_1/Round" -> "25 NASNet/reduction_conv_1_stem_1/mul"; -"23 NASNet/reduction_conv_1_stem_1/ReadVariableOp/resource" -> "24 NASNet/reduction_conv_1_stem_1/ReadVariableOp"; -"24 NASNet/reduction_conv_1_stem_1/ReadVariableOp" -> "25 NASNet/reduction_conv_1_stem_1/mul"; -"25 NASNet/reduction_conv_1_stem_1/mul" -> "26 NASNet/reduction_conv_1_stem_1/Conv2D"; -"26 NASNet/reduction_conv_1_stem_1/Conv2D" -> "35 NASNet/reduction_bn_1_stem_1/FusedBatchNormV3"; -"27 NASNet/reduction_bn_1_stem_1/ReadVariableOp/resource" -> "28 NASNet/reduction_bn_1_stem_1/ReadVariableOp"; -"28 NASNet/reduction_bn_1_stem_1/ReadVariableOp" -> "35 NASNet/reduction_bn_1_stem_1/FusedBatchNormV3"; -"29 NASNet/reduction_bn_1_stem_1/ReadVariableOp_1/resource" -> "30 NASNet/reduction_bn_1_stem_1/ReadVariableOp_1"; -"30 NASNet/reduction_bn_1_stem_1/ReadVariableOp_1" -> "35 NASNet/reduction_bn_1_stem_1/FusedBatchNormV3"; -"31 NASNet/reduction_bn_1_stem_1/FusedBatchNormV3/ReadVariableOp/resource" -> "32 NASNet/reduction_bn_1_stem_1/FusedBatchNormV3/ReadVariableOp"; -"32 NASNet/reduction_bn_1_stem_1/FusedBatchNormV3/ReadVariableOp" -> "35 NASNet/reduction_bn_1_stem_1/FusedBatchNormV3"; -"33 NASNet/reduction_bn_1_stem_1/FusedBatchNormV3/ReadVariableOp_1/resource" -> "34 NASNet/reduction_bn_1_stem_1/FusedBatchNormV3/ReadVariableOp_1"; -"34 NASNet/reduction_bn_1_stem_1/FusedBatchNormV3/ReadVariableOp_1" -> "35 NASNet/reduction_bn_1_stem_1/FusedBatchNormV3"; -"35 NASNet/reduction_bn_1_stem_1/FusedBatchNormV3" -> "37 NASNet/activation_1/Relu"; -"35 NASNet/reduction_bn_1_stem_1/FusedBatchNormV3" -> "243 NASNet/reduction_pad_1_stem_1/Pad"; -"36 NASNet/activation_3/Relu" -> "39 NASNet/separable_conv_1_pad_reduction_right1_stem_1/Pad"; -"37 NASNet/activation_1/Relu" -> "41 NASNet/separable_conv_1_pad_reduction_left1_stem_1/Pad"; -"38 NASNet/separable_conv_1_pad_reduction_right1_stem_1/Pad/paddings" -> "39 NASNet/separable_conv_1_pad_reduction_right1_stem_1/Pad"; -"39 NASNet/separable_conv_1_pad_reduction_right1_stem_1/Pad" -> "58 NASNet/separable_conv_1_reduction_right1_stem_1/separable_conv2d/depthwise"; -"40 NASNet/separable_conv_1_pad_reduction_left1_stem_1/Pad/paddings" -> "41 NASNet/separable_conv_1_pad_reduction_left1_stem_1/Pad"; -"41 NASNet/separable_conv_1_pad_reduction_left1_stem_1/Pad" -> "76 NASNet/separable_conv_1_reduction_left1_stem_1/separable_conv2d/depthwise"; -"42 NASNet/separable_conv_1_reduction_right1_stem_1/Sigmoid/ReadVariableOp/resource" -> "43 NASNet/separable_conv_1_reduction_right1_stem_1/Sigmoid/ReadVariableOp"; -"43 NASNet/separable_conv_1_reduction_right1_stem_1/Sigmoid/ReadVariableOp" -> "44 NASNet/separable_conv_1_reduction_right1_stem_1/Sigmoid"; -"44 NASNet/separable_conv_1_reduction_right1_stem_1/Sigmoid" -> "45 NASNet/separable_conv_1_reduction_right1_stem_1/Round"; -"45 NASNet/separable_conv_1_reduction_right1_stem_1/Round" -> "48 NASNet/separable_conv_1_reduction_right1_stem_1/mul"; -"46 NASNet/separable_conv_1_reduction_right1_stem_1/ReadVariableOp/resource" -> "47 NASNet/separable_conv_1_reduction_right1_stem_1/ReadVariableOp"; -"47 NASNet/separable_conv_1_reduction_right1_stem_1/ReadVariableOp" -> "48 NASNet/separable_conv_1_reduction_right1_stem_1/mul"; -"48 NASNet/separable_conv_1_reduction_right1_stem_1/mul" -> "58 NASNet/separable_conv_1_reduction_right1_stem_1/separable_conv2d/depthwise"; -"49 NASNet/separable_conv_1_reduction_right1_stem_1/Sigmoid_1/ReadVariableOp/resource" -> "50 NASNet/separable_conv_1_reduction_right1_stem_1/Sigmoid_1/ReadVariableOp"; -"50 NASNet/separable_conv_1_reduction_right1_stem_1/Sigmoid_1/ReadVariableOp" -> "51 NASNet/separable_conv_1_reduction_right1_stem_1/Sigmoid_1"; -"51 NASNet/separable_conv_1_reduction_right1_stem_1/Sigmoid_1" -> "52 NASNet/separable_conv_1_reduction_right1_stem_1/Round_1"; -"52 NASNet/separable_conv_1_reduction_right1_stem_1/Round_1" -> "55 NASNet/separable_conv_1_reduction_right1_stem_1/mul_1"; -"53 NASNet/separable_conv_1_reduction_right1_stem_1/ReadVariableOp_1/resource" -> "54 NASNet/separable_conv_1_reduction_right1_stem_1/ReadVariableOp_1"; -"54 NASNet/separable_conv_1_reduction_right1_stem_1/ReadVariableOp_1" -> "55 NASNet/separable_conv_1_reduction_right1_stem_1/mul_1"; -"55 NASNet/separable_conv_1_reduction_right1_stem_1/mul_1" -> "59 NASNet/separable_conv_1_reduction_right1_stem_1/separable_conv2d"; -"58 NASNet/separable_conv_1_reduction_right1_stem_1/separable_conv2d/depthwise" -> "59 NASNet/separable_conv_1_reduction_right1_stem_1/separable_conv2d"; -"59 NASNet/separable_conv_1_reduction_right1_stem_1/separable_conv2d" -> "86 NASNet/separable_conv_1_bn_reduction_right1_stem_1/FusedBatchNormV3"; -"60 NASNet/separable_conv_1_reduction_left1_stem_1/Sigmoid/ReadVariableOp/resource" -> "61 NASNet/separable_conv_1_reduction_left1_stem_1/Sigmoid/ReadVariableOp"; -"61 NASNet/separable_conv_1_reduction_left1_stem_1/Sigmoid/ReadVariableOp" -> "62 NASNet/separable_conv_1_reduction_left1_stem_1/Sigmoid"; -"62 NASNet/separable_conv_1_reduction_left1_stem_1/Sigmoid" -> "63 NASNet/separable_conv_1_reduction_left1_stem_1/Round"; -"63 NASNet/separable_conv_1_reduction_left1_stem_1/Round" -> "66 NASNet/separable_conv_1_reduction_left1_stem_1/mul"; -"64 NASNet/separable_conv_1_reduction_left1_stem_1/ReadVariableOp/resource" -> "65 NASNet/separable_conv_1_reduction_left1_stem_1/ReadVariableOp"; -"65 NASNet/separable_conv_1_reduction_left1_stem_1/ReadVariableOp" -> "66 NASNet/separable_conv_1_reduction_left1_stem_1/mul"; -"66 NASNet/separable_conv_1_reduction_left1_stem_1/mul" -> "76 NASNet/separable_conv_1_reduction_left1_stem_1/separable_conv2d/depthwise"; -"67 NASNet/separable_conv_1_reduction_left1_stem_1/Sigmoid_1/ReadVariableOp/resource" -> "68 NASNet/separable_conv_1_reduction_left1_stem_1/Sigmoid_1/ReadVariableOp"; -"68 NASNet/separable_conv_1_reduction_left1_stem_1/Sigmoid_1/ReadVariableOp" -> "69 NASNet/separable_conv_1_reduction_left1_stem_1/Sigmoid_1"; -"69 NASNet/separable_conv_1_reduction_left1_stem_1/Sigmoid_1" -> "70 NASNet/separable_conv_1_reduction_left1_stem_1/Round_1"; -"70 NASNet/separable_conv_1_reduction_left1_stem_1/Round_1" -> "73 NASNet/separable_conv_1_reduction_left1_stem_1/mul_1"; -"71 NASNet/separable_conv_1_reduction_left1_stem_1/ReadVariableOp_1/resource" -> "72 NASNet/separable_conv_1_reduction_left1_stem_1/ReadVariableOp_1"; -"72 NASNet/separable_conv_1_reduction_left1_stem_1/ReadVariableOp_1" -> "73 NASNet/separable_conv_1_reduction_left1_stem_1/mul_1"; -"73 NASNet/separable_conv_1_reduction_left1_stem_1/mul_1" -> "77 NASNet/separable_conv_1_reduction_left1_stem_1/separable_conv2d"; -"76 NASNet/separable_conv_1_reduction_left1_stem_1/separable_conv2d/depthwise" -> "77 NASNet/separable_conv_1_reduction_left1_stem_1/separable_conv2d"; -"77 NASNet/separable_conv_1_reduction_left1_stem_1/separable_conv2d" -> "95 NASNet/separable_conv_1_bn_reduction_left1_stem_1/FusedBatchNormV3"; -"78 NASNet/separable_conv_1_bn_reduction_right1_stem_1/ReadVariableOp/resource" -> "79 NASNet/separable_conv_1_bn_reduction_right1_stem_1/ReadVariableOp"; -"79 NASNet/separable_conv_1_bn_reduction_right1_stem_1/ReadVariableOp" -> "86 NASNet/separable_conv_1_bn_reduction_right1_stem_1/FusedBatchNormV3"; -"80 NASNet/separable_conv_1_bn_reduction_right1_stem_1/ReadVariableOp_1/resource" -> "81 NASNet/separable_conv_1_bn_reduction_right1_stem_1/ReadVariableOp_1"; -"81 NASNet/separable_conv_1_bn_reduction_right1_stem_1/ReadVariableOp_1" -> "86 NASNet/separable_conv_1_bn_reduction_right1_stem_1/FusedBatchNormV3"; -"82 NASNet/separable_conv_1_bn_reduction_right1_stem_1/FusedBatchNormV3/ReadVariableOp/resource" -> "83 NASNet/separable_conv_1_bn_reduction_right1_stem_1/FusedBatchNormV3/ReadVariableOp"; -"83 NASNet/separable_conv_1_bn_reduction_right1_stem_1/FusedBatchNormV3/ReadVariableOp" -> "86 NASNet/separable_conv_1_bn_reduction_right1_stem_1/FusedBatchNormV3"; -"84 NASNet/separable_conv_1_bn_reduction_right1_stem_1/FusedBatchNormV3/ReadVariableOp_1/resource" -> "85 NASNet/separable_conv_1_bn_reduction_right1_stem_1/FusedBatchNormV3/ReadVariableOp_1"; -"85 NASNet/separable_conv_1_bn_reduction_right1_stem_1/FusedBatchNormV3/ReadVariableOp_1" -> "86 NASNet/separable_conv_1_bn_reduction_right1_stem_1/FusedBatchNormV3"; -"86 NASNet/separable_conv_1_bn_reduction_right1_stem_1/FusedBatchNormV3" -> "96 NASNet/activation_4/Relu"; -"87 NASNet/separable_conv_1_bn_reduction_left1_stem_1/ReadVariableOp/resource" -> "88 NASNet/separable_conv_1_bn_reduction_left1_stem_1/ReadVariableOp"; -"88 NASNet/separable_conv_1_bn_reduction_left1_stem_1/ReadVariableOp" -> "95 NASNet/separable_conv_1_bn_reduction_left1_stem_1/FusedBatchNormV3"; -"89 NASNet/separable_conv_1_bn_reduction_left1_stem_1/ReadVariableOp_1/resource" -> "90 NASNet/separable_conv_1_bn_reduction_left1_stem_1/ReadVariableOp_1"; -"90 NASNet/separable_conv_1_bn_reduction_left1_stem_1/ReadVariableOp_1" -> "95 NASNet/separable_conv_1_bn_reduction_left1_stem_1/FusedBatchNormV3"; -"91 NASNet/separable_conv_1_bn_reduction_left1_stem_1/FusedBatchNormV3/ReadVariableOp/resource" -> "92 NASNet/separable_conv_1_bn_reduction_left1_stem_1/FusedBatchNormV3/ReadVariableOp"; -"92 NASNet/separable_conv_1_bn_reduction_left1_stem_1/FusedBatchNormV3/ReadVariableOp" -> "95 NASNet/separable_conv_1_bn_reduction_left1_stem_1/FusedBatchNormV3"; -"93 NASNet/separable_conv_1_bn_reduction_left1_stem_1/FusedBatchNormV3/ReadVariableOp_1/resource" -> "94 NASNet/separable_conv_1_bn_reduction_left1_stem_1/FusedBatchNormV3/ReadVariableOp_1"; -"94 NASNet/separable_conv_1_bn_reduction_left1_stem_1/FusedBatchNormV3/ReadVariableOp_1" -> "95 NASNet/separable_conv_1_bn_reduction_left1_stem_1/FusedBatchNormV3"; -"95 NASNet/separable_conv_1_bn_reduction_left1_stem_1/FusedBatchNormV3" -> "97 NASNet/activation_2/Relu"; -"96 NASNet/activation_4/Relu" -> "114 NASNet/separable_conv_2_reduction_right1_stem_1/separable_conv2d/depthwise"; -"97 NASNet/activation_2/Relu" -> "132 NASNet/separable_conv_2_reduction_left1_stem_1/separable_conv2d/depthwise"; -"98 NASNet/separable_conv_2_reduction_right1_stem_1/Sigmoid/ReadVariableOp/resource" -> "99 NASNet/separable_conv_2_reduction_right1_stem_1/Sigmoid/ReadVariableOp"; -"99 NASNet/separable_conv_2_reduction_right1_stem_1/Sigmoid/ReadVariableOp" -> "100 NASNet/separable_conv_2_reduction_right1_stem_1/Sigmoid"; -"100 NASNet/separable_conv_2_reduction_right1_stem_1/Sigmoid" -> "101 NASNet/separable_conv_2_reduction_right1_stem_1/Round"; -"101 NASNet/separable_conv_2_reduction_right1_stem_1/Round" -> "104 NASNet/separable_conv_2_reduction_right1_stem_1/mul"; -"102 NASNet/separable_conv_2_reduction_right1_stem_1/ReadVariableOp/resource" -> "103 NASNet/separable_conv_2_reduction_right1_stem_1/ReadVariableOp"; -"103 NASNet/separable_conv_2_reduction_right1_stem_1/ReadVariableOp" -> "104 NASNet/separable_conv_2_reduction_right1_stem_1/mul"; -"104 NASNet/separable_conv_2_reduction_right1_stem_1/mul" -> "114 NASNet/separable_conv_2_reduction_right1_stem_1/separable_conv2d/depthwise"; -"105 NASNet/separable_conv_2_reduction_right1_stem_1/Sigmoid_1/ReadVariableOp/resource" -> "106 NASNet/separable_conv_2_reduction_right1_stem_1/Sigmoid_1/ReadVariableOp"; -"106 NASNet/separable_conv_2_reduction_right1_stem_1/Sigmoid_1/ReadVariableOp" -> "107 NASNet/separable_conv_2_reduction_right1_stem_1/Sigmoid_1"; -"107 NASNet/separable_conv_2_reduction_right1_stem_1/Sigmoid_1" -> "108 NASNet/separable_conv_2_reduction_right1_stem_1/Round_1"; -"108 NASNet/separable_conv_2_reduction_right1_stem_1/Round_1" -> "111 NASNet/separable_conv_2_reduction_right1_stem_1/mul_1"; -"109 NASNet/separable_conv_2_reduction_right1_stem_1/ReadVariableOp_1/resource" -> "110 NASNet/separable_conv_2_reduction_right1_stem_1/ReadVariableOp_1"; -"110 NASNet/separable_conv_2_reduction_right1_stem_1/ReadVariableOp_1" -> "111 NASNet/separable_conv_2_reduction_right1_stem_1/mul_1"; -"111 NASNet/separable_conv_2_reduction_right1_stem_1/mul_1" -> "115 NASNet/separable_conv_2_reduction_right1_stem_1/separable_conv2d"; -"114 NASNet/separable_conv_2_reduction_right1_stem_1/separable_conv2d/depthwise" -> "115 NASNet/separable_conv_2_reduction_right1_stem_1/separable_conv2d"; -"115 NASNet/separable_conv_2_reduction_right1_stem_1/separable_conv2d" -> "151 NASNet/separable_conv_2_bn_reduction_right1_stem_1/FusedBatchNormV3"; -"116 NASNet/separable_conv_2_reduction_left1_stem_1/Sigmoid/ReadVariableOp/resource" -> "117 NASNet/separable_conv_2_reduction_left1_stem_1/Sigmoid/ReadVariableOp"; -"117 NASNet/separable_conv_2_reduction_left1_stem_1/Sigmoid/ReadVariableOp" -> "118 NASNet/separable_conv_2_reduction_left1_stem_1/Sigmoid"; -"118 NASNet/separable_conv_2_reduction_left1_stem_1/Sigmoid" -> "119 NASNet/separable_conv_2_reduction_left1_stem_1/Round"; -"119 NASNet/separable_conv_2_reduction_left1_stem_1/Round" -> "122 NASNet/separable_conv_2_reduction_left1_stem_1/mul"; -"120 NASNet/separable_conv_2_reduction_left1_stem_1/ReadVariableOp/resource" -> "121 NASNet/separable_conv_2_reduction_left1_stem_1/ReadVariableOp"; -"121 NASNet/separable_conv_2_reduction_left1_stem_1/ReadVariableOp" -> "122 NASNet/separable_conv_2_reduction_left1_stem_1/mul"; -"122 NASNet/separable_conv_2_reduction_left1_stem_1/mul" -> "132 NASNet/separable_conv_2_reduction_left1_stem_1/separable_conv2d/depthwise"; -"123 NASNet/separable_conv_2_reduction_left1_stem_1/Sigmoid_1/ReadVariableOp/resource" -> "124 NASNet/separable_conv_2_reduction_left1_stem_1/Sigmoid_1/ReadVariableOp"; -"124 NASNet/separable_conv_2_reduction_left1_stem_1/Sigmoid_1/ReadVariableOp" -> "125 NASNet/separable_conv_2_reduction_left1_stem_1/Sigmoid_1"; -"125 NASNet/separable_conv_2_reduction_left1_stem_1/Sigmoid_1" -> "126 NASNet/separable_conv_2_reduction_left1_stem_1/Round_1"; -"126 NASNet/separable_conv_2_reduction_left1_stem_1/Round_1" -> "129 NASNet/separable_conv_2_reduction_left1_stem_1/mul_1"; -"127 NASNet/separable_conv_2_reduction_left1_stem_1/ReadVariableOp_1/resource" -> "128 NASNet/separable_conv_2_reduction_left1_stem_1/ReadVariableOp_1"; -"128 NASNet/separable_conv_2_reduction_left1_stem_1/ReadVariableOp_1" -> "129 NASNet/separable_conv_2_reduction_left1_stem_1/mul_1"; -"129 NASNet/separable_conv_2_reduction_left1_stem_1/mul_1" -> "133 NASNet/separable_conv_2_reduction_left1_stem_1/separable_conv2d"; -"132 NASNet/separable_conv_2_reduction_left1_stem_1/separable_conv2d/depthwise" -> "133 NASNet/separable_conv_2_reduction_left1_stem_1/separable_conv2d"; -"133 NASNet/separable_conv_2_reduction_left1_stem_1/separable_conv2d" -> "142 NASNet/separable_conv_2_bn_reduction_left1_stem_1/FusedBatchNormV3"; -"134 NASNet/separable_conv_2_bn_reduction_left1_stem_1/ReadVariableOp/resource" -> "135 NASNet/separable_conv_2_bn_reduction_left1_stem_1/ReadVariableOp"; -"135 NASNet/separable_conv_2_bn_reduction_left1_stem_1/ReadVariableOp" -> "142 NASNet/separable_conv_2_bn_reduction_left1_stem_1/FusedBatchNormV3"; -"136 NASNet/separable_conv_2_bn_reduction_left1_stem_1/ReadVariableOp_1/resource" -> "137 NASNet/separable_conv_2_bn_reduction_left1_stem_1/ReadVariableOp_1"; -"137 NASNet/separable_conv_2_bn_reduction_left1_stem_1/ReadVariableOp_1" -> "142 NASNet/separable_conv_2_bn_reduction_left1_stem_1/FusedBatchNormV3"; -"138 NASNet/separable_conv_2_bn_reduction_left1_stem_1/FusedBatchNormV3/ReadVariableOp/resource" -> "139 NASNet/separable_conv_2_bn_reduction_left1_stem_1/FusedBatchNormV3/ReadVariableOp"; -"139 NASNet/separable_conv_2_bn_reduction_left1_stem_1/FusedBatchNormV3/ReadVariableOp" -> "142 NASNet/separable_conv_2_bn_reduction_left1_stem_1/FusedBatchNormV3"; -"140 NASNet/separable_conv_2_bn_reduction_left1_stem_1/FusedBatchNormV3/ReadVariableOp_1/resource" -> "141 NASNet/separable_conv_2_bn_reduction_left1_stem_1/FusedBatchNormV3/ReadVariableOp_1"; -"141 NASNet/separable_conv_2_bn_reduction_left1_stem_1/FusedBatchNormV3/ReadVariableOp_1" -> "142 NASNet/separable_conv_2_bn_reduction_left1_stem_1/FusedBatchNormV3"; -"142 NASNet/separable_conv_2_bn_reduction_left1_stem_1/FusedBatchNormV3" -> "153 NASNet/reduction_add_1_stem_1/add"; -"143 NASNet/separable_conv_2_bn_reduction_right1_stem_1/ReadVariableOp/resource" -> "144 NASNet/separable_conv_2_bn_reduction_right1_stem_1/ReadVariableOp"; -"144 NASNet/separable_conv_2_bn_reduction_right1_stem_1/ReadVariableOp" -> "151 NASNet/separable_conv_2_bn_reduction_right1_stem_1/FusedBatchNormV3"; -"145 NASNet/separable_conv_2_bn_reduction_right1_stem_1/ReadVariableOp_1/resource" -> "146 NASNet/separable_conv_2_bn_reduction_right1_stem_1/ReadVariableOp_1"; -"146 NASNet/separable_conv_2_bn_reduction_right1_stem_1/ReadVariableOp_1" -> "151 NASNet/separable_conv_2_bn_reduction_right1_stem_1/FusedBatchNormV3"; -"147 NASNet/separable_conv_2_bn_reduction_right1_stem_1/FusedBatchNormV3/ReadVariableOp/resource" -> "148 NASNet/separable_conv_2_bn_reduction_right1_stem_1/FusedBatchNormV3/ReadVariableOp"; -"148 NASNet/separable_conv_2_bn_reduction_right1_stem_1/FusedBatchNormV3/ReadVariableOp" -> "151 NASNet/separable_conv_2_bn_reduction_right1_stem_1/FusedBatchNormV3"; -"149 NASNet/separable_conv_2_bn_reduction_right1_stem_1/FusedBatchNormV3/ReadVariableOp_1/resource" -> "150 NASNet/separable_conv_2_bn_reduction_right1_stem_1/FusedBatchNormV3/ReadVariableOp_1"; -"150 NASNet/separable_conv_2_bn_reduction_right1_stem_1/FusedBatchNormV3/ReadVariableOp_1" -> "151 NASNet/separable_conv_2_bn_reduction_right1_stem_1/FusedBatchNormV3"; -"151 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NASNet/separable_conv_1_pad_reduction_right3_stem_1/Pad"; -"159 NASNet/separable_conv_1_pad_reduction_right3_stem_1/Pad" -> "212 NASNet/separable_conv_1_reduction_right3_stem_1/separable_conv2d/depthwise"; -"160 NASNet/separable_conv_1_reduction_right2_stem_1/Sigmoid/ReadVariableOp/resource" -> "161 NASNet/separable_conv_1_reduction_right2_stem_1/Sigmoid/ReadVariableOp"; -"161 NASNet/separable_conv_1_reduction_right2_stem_1/Sigmoid/ReadVariableOp" -> "162 NASNet/separable_conv_1_reduction_right2_stem_1/Sigmoid"; -"162 NASNet/separable_conv_1_reduction_right2_stem_1/Sigmoid" -> "163 NASNet/separable_conv_1_reduction_right2_stem_1/Round"; -"163 NASNet/separable_conv_1_reduction_right2_stem_1/Round" -> "166 NASNet/separable_conv_1_reduction_right2_stem_1/mul"; -"164 NASNet/separable_conv_1_reduction_right2_stem_1/ReadVariableOp/resource" -> "165 NASNet/separable_conv_1_reduction_right2_stem_1/ReadVariableOp"; -"165 NASNet/separable_conv_1_reduction_right2_stem_1/ReadVariableOp" -> "166 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"849 NASNet/separable_conv_1_bn_normal_left5_0/FusedBatchNormV3"; -"849 NASNet/separable_conv_1_bn_normal_left5_0/FusedBatchNormV3" -> "886 NASNet/activation_32/Relu"; -"850 NASNet/separable_conv_1_bn_normal_right2_0/ReadVariableOp/resource" -> "851 NASNet/separable_conv_1_bn_normal_right2_0/ReadVariableOp"; -"851 NASNet/separable_conv_1_bn_normal_right2_0/ReadVariableOp" -> "858 NASNet/separable_conv_1_bn_normal_right2_0/FusedBatchNormV3"; -"852 NASNet/separable_conv_1_bn_normal_right2_0/ReadVariableOp_1/resource" -> "853 NASNet/separable_conv_1_bn_normal_right2_0/ReadVariableOp_1"; -"853 NASNet/separable_conv_1_bn_normal_right2_0/ReadVariableOp_1" -> "858 NASNet/separable_conv_1_bn_normal_right2_0/FusedBatchNormV3"; -"854 NASNet/separable_conv_1_bn_normal_right2_0/FusedBatchNormV3/ReadVariableOp/resource" -> "855 NASNet/separable_conv_1_bn_normal_right2_0/FusedBatchNormV3/ReadVariableOp"; -"855 NASNet/separable_conv_1_bn_normal_right2_0/FusedBatchNormV3/ReadVariableOp" -> "858 NASNet/separable_conv_1_bn_normal_right2_0/FusedBatchNormV3"; -"856 NASNet/separable_conv_1_bn_normal_right2_0/FusedBatchNormV3/ReadVariableOp_1/resource" -> "857 NASNet/separable_conv_1_bn_normal_right2_0/FusedBatchNormV3/ReadVariableOp_1"; -"857 NASNet/separable_conv_1_bn_normal_right2_0/FusedBatchNormV3/ReadVariableOp_1" -> "858 NASNet/separable_conv_1_bn_normal_right2_0/FusedBatchNormV3"; -"858 NASNet/separable_conv_1_bn_normal_right2_0/FusedBatchNormV3" -> "887 NASNet/activation_30/Relu"; -"859 NASNet/separable_conv_1_bn_normal_left2_0/ReadVariableOp/resource" -> "860 NASNet/separable_conv_1_bn_normal_left2_0/ReadVariableOp"; -"860 NASNet/separable_conv_1_bn_normal_left2_0/ReadVariableOp" -> "867 NASNet/separable_conv_1_bn_normal_left2_0/FusedBatchNormV3"; -"861 NASNet/separable_conv_1_bn_normal_left2_0/ReadVariableOp_1/resource" -> "862 NASNet/separable_conv_1_bn_normal_left2_0/ReadVariableOp_1"; -"862 NASNet/separable_conv_1_bn_normal_left2_0/ReadVariableOp_1" -> "867 NASNet/separable_conv_1_bn_normal_left2_0/FusedBatchNormV3"; -"863 NASNet/separable_conv_1_bn_normal_left2_0/FusedBatchNormV3/ReadVariableOp/resource" -> "864 NASNet/separable_conv_1_bn_normal_left2_0/FusedBatchNormV3/ReadVariableOp"; -"864 NASNet/separable_conv_1_bn_normal_left2_0/FusedBatchNormV3/ReadVariableOp" -> "867 NASNet/separable_conv_1_bn_normal_left2_0/FusedBatchNormV3"; -"865 NASNet/separable_conv_1_bn_normal_left2_0/FusedBatchNormV3/ReadVariableOp_1/resource" -> "866 NASNet/separable_conv_1_bn_normal_left2_0/FusedBatchNormV3/ReadVariableOp_1"; -"866 NASNet/separable_conv_1_bn_normal_left2_0/FusedBatchNormV3/ReadVariableOp_1" -> "867 NASNet/separable_conv_1_bn_normal_left2_0/FusedBatchNormV3"; -"867 NASNet/separable_conv_1_bn_normal_left2_0/FusedBatchNormV3" -> "888 NASNet/activation_28/Relu"; -"868 NASNet/separable_conv_1_bn_normal_right1_0/ReadVariableOp/resource" -> "869 NASNet/separable_conv_1_bn_normal_right1_0/ReadVariableOp"; -"869 NASNet/separable_conv_1_bn_normal_right1_0/ReadVariableOp" -> "876 NASNet/separable_conv_1_bn_normal_right1_0/FusedBatchNormV3"; -"870 NASNet/separable_conv_1_bn_normal_right1_0/ReadVariableOp_1/resource" -> "871 NASNet/separable_conv_1_bn_normal_right1_0/ReadVariableOp_1"; -"871 NASNet/separable_conv_1_bn_normal_right1_0/ReadVariableOp_1" -> "876 NASNet/separable_conv_1_bn_normal_right1_0/FusedBatchNormV3"; -"872 NASNet/separable_conv_1_bn_normal_right1_0/FusedBatchNormV3/ReadVariableOp/resource" -> "873 NASNet/separable_conv_1_bn_normal_right1_0/FusedBatchNormV3/ReadVariableOp"; -"873 NASNet/separable_conv_1_bn_normal_right1_0/FusedBatchNormV3/ReadVariableOp" -> "876 NASNet/separable_conv_1_bn_normal_right1_0/FusedBatchNormV3"; -"874 NASNet/separable_conv_1_bn_normal_right1_0/FusedBatchNormV3/ReadVariableOp_1/resource" -> "875 NASNet/separable_conv_1_bn_normal_right1_0/FusedBatchNormV3/ReadVariableOp_1"; -"875 NASNet/separable_conv_1_bn_normal_right1_0/FusedBatchNormV3/ReadVariableOp_1" -> "876 NASNet/separable_conv_1_bn_normal_right1_0/FusedBatchNormV3"; -"876 NASNet/separable_conv_1_bn_normal_right1_0/FusedBatchNormV3" -> "889 NASNet/activation_26/Relu"; -"877 NASNet/separable_conv_1_bn_normal_left1_0/ReadVariableOp/resource" -> "878 NASNet/separable_conv_1_bn_normal_left1_0/ReadVariableOp"; -"878 NASNet/separable_conv_1_bn_normal_left1_0/ReadVariableOp" -> "885 NASNet/separable_conv_1_bn_normal_left1_0/FusedBatchNormV3"; -"879 NASNet/separable_conv_1_bn_normal_left1_0/ReadVariableOp_1/resource" -> "880 NASNet/separable_conv_1_bn_normal_left1_0/ReadVariableOp_1"; -"880 NASNet/separable_conv_1_bn_normal_left1_0/ReadVariableOp_1" -> "885 NASNet/separable_conv_1_bn_normal_left1_0/FusedBatchNormV3"; -"881 NASNet/separable_conv_1_bn_normal_left1_0/FusedBatchNormV3/ReadVariableOp/resource" -> "882 NASNet/separable_conv_1_bn_normal_left1_0/FusedBatchNormV3/ReadVariableOp"; -"882 NASNet/separable_conv_1_bn_normal_left1_0/FusedBatchNormV3/ReadVariableOp" -> "885 NASNet/separable_conv_1_bn_normal_left1_0/FusedBatchNormV3"; -"883 NASNet/separable_conv_1_bn_normal_left1_0/FusedBatchNormV3/ReadVariableOp_1/resource" -> "884 NASNet/separable_conv_1_bn_normal_left1_0/FusedBatchNormV3/ReadVariableOp_1"; -"884 NASNet/separable_conv_1_bn_normal_left1_0/FusedBatchNormV3/ReadVariableOp_1" -> "885 NASNet/separable_conv_1_bn_normal_left1_0/FusedBatchNormV3"; -"885 NASNet/separable_conv_1_bn_normal_left1_0/FusedBatchNormV3" -> "890 NASNet/activation_24/Relu"; -"886 NASNet/activation_32/Relu" -> "907 NASNet/separable_conv_2_normal_left5_0/separable_conv2d/depthwise"; -"887 NASNet/activation_30/Relu" -> "925 NASNet/separable_conv_2_normal_right2_0/separable_conv2d/depthwise"; -"888 NASNet/activation_28/Relu" -> "943 NASNet/separable_conv_2_normal_left2_0/separable_conv2d/depthwise"; -"889 NASNet/activation_26/Relu" -> "961 NASNet/separable_conv_2_normal_right1_0/separable_conv2d/depthwise"; -"890 NASNet/activation_24/Relu" -> "979 NASNet/separable_conv_2_normal_left1_0/separable_conv2d/depthwise"; -"891 NASNet/separable_conv_2_normal_left5_0/Sigmoid/ReadVariableOp/resource" -> "892 NASNet/separable_conv_2_normal_left5_0/Sigmoid/ReadVariableOp"; -"892 NASNet/separable_conv_2_normal_left5_0/Sigmoid/ReadVariableOp" -> "893 NASNet/separable_conv_2_normal_left5_0/Sigmoid"; -"893 NASNet/separable_conv_2_normal_left5_0/Sigmoid" -> "894 NASNet/separable_conv_2_normal_left5_0/Round"; -"894 NASNet/separable_conv_2_normal_left5_0/Round" -> "897 NASNet/separable_conv_2_normal_left5_0/mul"; -"895 NASNet/separable_conv_2_normal_left5_0/ReadVariableOp/resource" -> "896 NASNet/separable_conv_2_normal_left5_0/ReadVariableOp"; -"896 NASNet/separable_conv_2_normal_left5_0/ReadVariableOp" -> "897 NASNet/separable_conv_2_normal_left5_0/mul"; -"897 NASNet/separable_conv_2_normal_left5_0/mul" -> "907 NASNet/separable_conv_2_normal_left5_0/separable_conv2d/depthwise"; -"898 NASNet/separable_conv_2_normal_left5_0/Sigmoid_1/ReadVariableOp/resource" -> "899 NASNet/separable_conv_2_normal_left5_0/Sigmoid_1/ReadVariableOp"; -"899 NASNet/separable_conv_2_normal_left5_0/Sigmoid_1/ReadVariableOp" -> "900 NASNet/separable_conv_2_normal_left5_0/Sigmoid_1"; -"900 NASNet/separable_conv_2_normal_left5_0/Sigmoid_1" -> "901 NASNet/separable_conv_2_normal_left5_0/Round_1"; -"901 NASNet/separable_conv_2_normal_left5_0/Round_1" -> "904 NASNet/separable_conv_2_normal_left5_0/mul_1"; -"902 NASNet/separable_conv_2_normal_left5_0/ReadVariableOp_1/resource" -> "903 NASNet/separable_conv_2_normal_left5_0/ReadVariableOp_1"; -"903 NASNet/separable_conv_2_normal_left5_0/ReadVariableOp_1" -> "904 NASNet/separable_conv_2_normal_left5_0/mul_1"; -"904 NASNet/separable_conv_2_normal_left5_0/mul_1" -> "908 NASNet/separable_conv_2_normal_left5_0/separable_conv2d"; -"907 NASNet/separable_conv_2_normal_left5_0/separable_conv2d/depthwise" -> "908 NASNet/separable_conv_2_normal_left5_0/separable_conv2d"; -"908 NASNet/separable_conv_2_normal_left5_0/separable_conv2d" -> "989 NASNet/separable_conv_2_bn_normal_left5_0/FusedBatchNormV3"; -"909 NASNet/separable_conv_2_normal_right2_0/Sigmoid/ReadVariableOp/resource" -> "910 NASNet/separable_conv_2_normal_right2_0/Sigmoid/ReadVariableOp"; -"910 NASNet/separable_conv_2_normal_right2_0/Sigmoid/ReadVariableOp" -> "911 NASNet/separable_conv_2_normal_right2_0/Sigmoid"; -"911 NASNet/separable_conv_2_normal_right2_0/Sigmoid" -> "912 NASNet/separable_conv_2_normal_right2_0/Round"; -"912 NASNet/separable_conv_2_normal_right2_0/Round" -> "915 NASNet/separable_conv_2_normal_right2_0/mul"; -"913 NASNet/separable_conv_2_normal_right2_0/ReadVariableOp/resource" -> "914 NASNet/separable_conv_2_normal_right2_0/ReadVariableOp"; -"914 NASNet/separable_conv_2_normal_right2_0/ReadVariableOp" -> "915 NASNet/separable_conv_2_normal_right2_0/mul"; -"915 NASNet/separable_conv_2_normal_right2_0/mul" -> "925 NASNet/separable_conv_2_normal_right2_0/separable_conv2d/depthwise"; -"916 NASNet/separable_conv_2_normal_right2_0/Sigmoid_1/ReadVariableOp/resource" -> "917 NASNet/separable_conv_2_normal_right2_0/Sigmoid_1/ReadVariableOp"; -"917 NASNet/separable_conv_2_normal_right2_0/Sigmoid_1/ReadVariableOp" -> "918 NASNet/separable_conv_2_normal_right2_0/Sigmoid_1"; -"918 NASNet/separable_conv_2_normal_right2_0/Sigmoid_1" -> "919 NASNet/separable_conv_2_normal_right2_0/Round_1"; -"919 NASNet/separable_conv_2_normal_right2_0/Round_1" -> "922 NASNet/separable_conv_2_normal_right2_0/mul_1"; -"920 NASNet/separable_conv_2_normal_right2_0/ReadVariableOp_1/resource" -> "921 NASNet/separable_conv_2_normal_right2_0/ReadVariableOp_1"; -"921 NASNet/separable_conv_2_normal_right2_0/ReadVariableOp_1" -> "922 NASNet/separable_conv_2_normal_right2_0/mul_1"; -"922 NASNet/separable_conv_2_normal_right2_0/mul_1" -> "926 NASNet/separable_conv_2_normal_right2_0/separable_conv2d"; -"925 NASNet/separable_conv_2_normal_right2_0/separable_conv2d/depthwise" -> "926 NASNet/separable_conv_2_normal_right2_0/separable_conv2d"; -"926 NASNet/separable_conv_2_normal_right2_0/separable_conv2d" -> "1010 NASNet/separable_conv_2_bn_normal_right2_0/FusedBatchNormV3"; -"927 NASNet/separable_conv_2_normal_left2_0/Sigmoid/ReadVariableOp/resource" -> "928 NASNet/separable_conv_2_normal_left2_0/Sigmoid/ReadVariableOp"; -"928 NASNet/separable_conv_2_normal_left2_0/Sigmoid/ReadVariableOp" -> "929 NASNet/separable_conv_2_normal_left2_0/Sigmoid"; -"929 NASNet/separable_conv_2_normal_left2_0/Sigmoid" -> "930 NASNet/separable_conv_2_normal_left2_0/Round"; -"930 NASNet/separable_conv_2_normal_left2_0/Round" -> "933 NASNet/separable_conv_2_normal_left2_0/mul"; -"931 NASNet/separable_conv_2_normal_left2_0/ReadVariableOp/resource" -> "932 NASNet/separable_conv_2_normal_left2_0/ReadVariableOp"; -"932 NASNet/separable_conv_2_normal_left2_0/ReadVariableOp" -> "933 NASNet/separable_conv_2_normal_left2_0/mul"; -"933 NASNet/separable_conv_2_normal_left2_0/mul" -> "943 NASNet/separable_conv_2_normal_left2_0/separable_conv2d/depthwise"; -"934 NASNet/separable_conv_2_normal_left2_0/Sigmoid_1/ReadVariableOp/resource" -> "935 NASNet/separable_conv_2_normal_left2_0/Sigmoid_1/ReadVariableOp"; -"935 NASNet/separable_conv_2_normal_left2_0/Sigmoid_1/ReadVariableOp" -> "936 NASNet/separable_conv_2_normal_left2_0/Sigmoid_1"; -"936 NASNet/separable_conv_2_normal_left2_0/Sigmoid_1" -> "937 NASNet/separable_conv_2_normal_left2_0/Round_1"; -"937 NASNet/separable_conv_2_normal_left2_0/Round_1" -> "940 NASNet/separable_conv_2_normal_left2_0/mul_1"; -"938 NASNet/separable_conv_2_normal_left2_0/ReadVariableOp_1/resource" -> "939 NASNet/separable_conv_2_normal_left2_0/ReadVariableOp_1"; -"939 NASNet/separable_conv_2_normal_left2_0/ReadVariableOp_1" -> "940 NASNet/separable_conv_2_normal_left2_0/mul_1"; -"940 NASNet/separable_conv_2_normal_left2_0/mul_1" -> "944 NASNet/separable_conv_2_normal_left2_0/separable_conv2d"; -"943 NASNet/separable_conv_2_normal_left2_0/separable_conv2d/depthwise" -> "944 NASNet/separable_conv_2_normal_left2_0/separable_conv2d"; -"944 NASNet/separable_conv_2_normal_left2_0/separable_conv2d" -> "1001 NASNet/separable_conv_2_bn_normal_left2_0/FusedBatchNormV3"; -"945 NASNet/separable_conv_2_normal_right1_0/Sigmoid/ReadVariableOp/resource" -> "946 NASNet/separable_conv_2_normal_right1_0/Sigmoid/ReadVariableOp"; -"946 NASNet/separable_conv_2_normal_right1_0/Sigmoid/ReadVariableOp" -> "947 NASNet/separable_conv_2_normal_right1_0/Sigmoid"; -"947 NASNet/separable_conv_2_normal_right1_0/Sigmoid" -> "948 NASNet/separable_conv_2_normal_right1_0/Round"; -"948 NASNet/separable_conv_2_normal_right1_0/Round" -> "951 NASNet/separable_conv_2_normal_right1_0/mul"; -"949 NASNet/separable_conv_2_normal_right1_0/ReadVariableOp/resource" -> "950 NASNet/separable_conv_2_normal_right1_0/ReadVariableOp"; -"950 NASNet/separable_conv_2_normal_right1_0/ReadVariableOp" -> "951 NASNet/separable_conv_2_normal_right1_0/mul"; -"951 NASNet/separable_conv_2_normal_right1_0/mul" -> "961 NASNet/separable_conv_2_normal_right1_0/separable_conv2d/depthwise"; -"952 NASNet/separable_conv_2_normal_right1_0/Sigmoid_1/ReadVariableOp/resource" -> "953 NASNet/separable_conv_2_normal_right1_0/Sigmoid_1/ReadVariableOp"; -"953 NASNet/separable_conv_2_normal_right1_0/Sigmoid_1/ReadVariableOp" -> "954 NASNet/separable_conv_2_normal_right1_0/Sigmoid_1"; -"954 NASNet/separable_conv_2_normal_right1_0/Sigmoid_1" -> "955 NASNet/separable_conv_2_normal_right1_0/Round_1"; -"955 NASNet/separable_conv_2_normal_right1_0/Round_1" -> "958 NASNet/separable_conv_2_normal_right1_0/mul_1"; -"956 NASNet/separable_conv_2_normal_right1_0/ReadVariableOp_1/resource" -> "957 NASNet/separable_conv_2_normal_right1_0/ReadVariableOp_1"; -"957 NASNet/separable_conv_2_normal_right1_0/ReadVariableOp_1" -> "958 NASNet/separable_conv_2_normal_right1_0/mul_1"; -"958 NASNet/separable_conv_2_normal_right1_0/mul_1" -> "962 NASNet/separable_conv_2_normal_right1_0/separable_conv2d"; -"961 NASNet/separable_conv_2_normal_right1_0/separable_conv2d/depthwise" -> "962 NASNet/separable_conv_2_normal_right1_0/separable_conv2d"; -"962 NASNet/separable_conv_2_normal_right1_0/separable_conv2d" -> "1028 NASNet/separable_conv_2_bn_normal_right1_0/FusedBatchNormV3"; -"963 NASNet/separable_conv_2_normal_left1_0/Sigmoid/ReadVariableOp/resource" -> "964 NASNet/separable_conv_2_normal_left1_0/Sigmoid/ReadVariableOp"; -"964 NASNet/separable_conv_2_normal_left1_0/Sigmoid/ReadVariableOp" -> "965 NASNet/separable_conv_2_normal_left1_0/Sigmoid"; -"965 NASNet/separable_conv_2_normal_left1_0/Sigmoid" -> "966 NASNet/separable_conv_2_normal_left1_0/Round"; -"966 NASNet/separable_conv_2_normal_left1_0/Round" -> "969 NASNet/separable_conv_2_normal_left1_0/mul"; -"967 NASNet/separable_conv_2_normal_left1_0/ReadVariableOp/resource" -> "968 NASNet/separable_conv_2_normal_left1_0/ReadVariableOp"; -"968 NASNet/separable_conv_2_normal_left1_0/ReadVariableOp" -> "969 NASNet/separable_conv_2_normal_left1_0/mul"; -"969 NASNet/separable_conv_2_normal_left1_0/mul" -> "979 NASNet/separable_conv_2_normal_left1_0/separable_conv2d/depthwise"; -"970 NASNet/separable_conv_2_normal_left1_0/Sigmoid_1/ReadVariableOp/resource" -> "971 NASNet/separable_conv_2_normal_left1_0/Sigmoid_1/ReadVariableOp"; -"971 NASNet/separable_conv_2_normal_left1_0/Sigmoid_1/ReadVariableOp" -> "972 NASNet/separable_conv_2_normal_left1_0/Sigmoid_1"; -"972 NASNet/separable_conv_2_normal_left1_0/Sigmoid_1" -> "973 NASNet/separable_conv_2_normal_left1_0/Round_1"; -"973 NASNet/separable_conv_2_normal_left1_0/Round_1" -> "976 NASNet/separable_conv_2_normal_left1_0/mul_1"; -"974 NASNet/separable_conv_2_normal_left1_0/ReadVariableOp_1/resource" -> "975 NASNet/separable_conv_2_normal_left1_0/ReadVariableOp_1"; -"975 NASNet/separable_conv_2_normal_left1_0/ReadVariableOp_1" -> "976 NASNet/separable_conv_2_normal_left1_0/mul_1"; -"976 NASNet/separable_conv_2_normal_left1_0/mul_1" -> "980 NASNet/separable_conv_2_normal_left1_0/separable_conv2d"; -"979 NASNet/separable_conv_2_normal_left1_0/separable_conv2d/depthwise" -> "980 NASNet/separable_conv_2_normal_left1_0/separable_conv2d"; -"980 NASNet/separable_conv_2_normal_left1_0/separable_conv2d" -> "1019 NASNet/separable_conv_2_bn_normal_left1_0/FusedBatchNormV3"; -"981 NASNet/separable_conv_2_bn_normal_left5_0/ReadVariableOp/resource" -> "982 NASNet/separable_conv_2_bn_normal_left5_0/ReadVariableOp"; -"982 NASNet/separable_conv_2_bn_normal_left5_0/ReadVariableOp" -> "989 NASNet/separable_conv_2_bn_normal_left5_0/FusedBatchNormV3"; -"983 NASNet/separable_conv_2_bn_normal_left5_0/ReadVariableOp_1/resource" -> "984 NASNet/separable_conv_2_bn_normal_left5_0/ReadVariableOp_1"; -"984 NASNet/separable_conv_2_bn_normal_left5_0/ReadVariableOp_1" -> "989 NASNet/separable_conv_2_bn_normal_left5_0/FusedBatchNormV3"; -"985 NASNet/separable_conv_2_bn_normal_left5_0/FusedBatchNormV3/ReadVariableOp/resource" -> "986 NASNet/separable_conv_2_bn_normal_left5_0/FusedBatchNormV3/ReadVariableOp"; -"986 NASNet/separable_conv_2_bn_normal_left5_0/FusedBatchNormV3/ReadVariableOp" -> "989 NASNet/separable_conv_2_bn_normal_left5_0/FusedBatchNormV3"; -"987 NASNet/separable_conv_2_bn_normal_left5_0/FusedBatchNormV3/ReadVariableOp_1/resource" -> "988 NASNet/separable_conv_2_bn_normal_left5_0/FusedBatchNormV3/ReadVariableOp_1"; -"988 NASNet/separable_conv_2_bn_normal_left5_0/FusedBatchNormV3/ReadVariableOp_1" -> "989 NASNet/separable_conv_2_bn_normal_left5_0/FusedBatchNormV3"; -"989 NASNet/separable_conv_2_bn_normal_left5_0/FusedBatchNormV3" -> "1033 NASNet/normal_add_5_0/add"; -"990 NASNet/normal_left4_0/AvgPool" -> "1032 NASNet/normal_add_4_0/add"; -"991 NASNet/normal_right4_0/AvgPool" -> "1032 NASNet/normal_add_4_0/add"; -"992 NASNet/normal_left3_0/AvgPool" -> "1031 NASNet/normal_add_3_0/add"; -"993 NASNet/separable_conv_2_bn_normal_left2_0/ReadVariableOp/resource" -> "994 NASNet/separable_conv_2_bn_normal_left2_0/ReadVariableOp"; -"994 NASNet/separable_conv_2_bn_normal_left2_0/ReadVariableOp" -> "1001 NASNet/separable_conv_2_bn_normal_left2_0/FusedBatchNormV3"; -"995 NASNet/separable_conv_2_bn_normal_left2_0/ReadVariableOp_1/resource" -> "996 NASNet/separable_conv_2_bn_normal_left2_0/ReadVariableOp_1"; -"996 NASNet/separable_conv_2_bn_normal_left2_0/ReadVariableOp_1" -> "1001 NASNet/separable_conv_2_bn_normal_left2_0/FusedBatchNormV3"; -"997 NASNet/separable_conv_2_bn_normal_left2_0/FusedBatchNormV3/ReadVariableOp/resource" -> "998 NASNet/separable_conv_2_bn_normal_left2_0/FusedBatchNormV3/ReadVariableOp"; -"998 NASNet/separable_conv_2_bn_normal_left2_0/FusedBatchNormV3/ReadVariableOp" -> "1001 NASNet/separable_conv_2_bn_normal_left2_0/FusedBatchNormV3"; -"999 NASNet/separable_conv_2_bn_normal_left2_0/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1000 NASNet/separable_conv_2_bn_normal_left2_0/FusedBatchNormV3/ReadVariableOp_1"; -"1000 NASNet/separable_conv_2_bn_normal_left2_0/FusedBatchNormV3/ReadVariableOp_1" -> "1001 NASNet/separable_conv_2_bn_normal_left2_0/FusedBatchNormV3"; -"1001 NASNet/separable_conv_2_bn_normal_left2_0/FusedBatchNormV3" -> "1030 NASNet/normal_add_2_0/add"; -"1002 NASNet/separable_conv_2_bn_normal_right2_0/ReadVariableOp/resource" -> "1003 NASNet/separable_conv_2_bn_normal_right2_0/ReadVariableOp"; -"1003 NASNet/separable_conv_2_bn_normal_right2_0/ReadVariableOp" -> "1010 NASNet/separable_conv_2_bn_normal_right2_0/FusedBatchNormV3"; -"1004 NASNet/separable_conv_2_bn_normal_right2_0/ReadVariableOp_1/resource" -> "1005 NASNet/separable_conv_2_bn_normal_right2_0/ReadVariableOp_1"; -"1005 NASNet/separable_conv_2_bn_normal_right2_0/ReadVariableOp_1" -> "1010 NASNet/separable_conv_2_bn_normal_right2_0/FusedBatchNormV3"; -"1006 NASNet/separable_conv_2_bn_normal_right2_0/FusedBatchNormV3/ReadVariableOp/resource" -> "1007 NASNet/separable_conv_2_bn_normal_right2_0/FusedBatchNormV3/ReadVariableOp"; -"1007 NASNet/separable_conv_2_bn_normal_right2_0/FusedBatchNormV3/ReadVariableOp" -> "1010 NASNet/separable_conv_2_bn_normal_right2_0/FusedBatchNormV3"; -"1008 NASNet/separable_conv_2_bn_normal_right2_0/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1009 NASNet/separable_conv_2_bn_normal_right2_0/FusedBatchNormV3/ReadVariableOp_1"; -"1009 NASNet/separable_conv_2_bn_normal_right2_0/FusedBatchNormV3/ReadVariableOp_1" -> "1010 NASNet/separable_conv_2_bn_normal_right2_0/FusedBatchNormV3"; -"1010 NASNet/separable_conv_2_bn_normal_right2_0/FusedBatchNormV3" -> "1030 NASNet/normal_add_2_0/add"; -"1011 NASNet/separable_conv_2_bn_normal_left1_0/ReadVariableOp/resource" -> "1012 NASNet/separable_conv_2_bn_normal_left1_0/ReadVariableOp"; -"1012 NASNet/separable_conv_2_bn_normal_left1_0/ReadVariableOp" -> "1019 NASNet/separable_conv_2_bn_normal_left1_0/FusedBatchNormV3"; -"1013 NASNet/separable_conv_2_bn_normal_left1_0/ReadVariableOp_1/resource" -> "1014 NASNet/separable_conv_2_bn_normal_left1_0/ReadVariableOp_1"; -"1014 NASNet/separable_conv_2_bn_normal_left1_0/ReadVariableOp_1" -> "1019 NASNet/separable_conv_2_bn_normal_left1_0/FusedBatchNormV3"; -"1015 NASNet/separable_conv_2_bn_normal_left1_0/FusedBatchNormV3/ReadVariableOp/resource" -> "1016 NASNet/separable_conv_2_bn_normal_left1_0/FusedBatchNormV3/ReadVariableOp"; -"1016 NASNet/separable_conv_2_bn_normal_left1_0/FusedBatchNormV3/ReadVariableOp" -> "1019 NASNet/separable_conv_2_bn_normal_left1_0/FusedBatchNormV3"; -"1017 NASNet/separable_conv_2_bn_normal_left1_0/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1018 NASNet/separable_conv_2_bn_normal_left1_0/FusedBatchNormV3/ReadVariableOp_1"; -"1018 NASNet/separable_conv_2_bn_normal_left1_0/FusedBatchNormV3/ReadVariableOp_1" -> "1019 NASNet/separable_conv_2_bn_normal_left1_0/FusedBatchNormV3"; -"1019 NASNet/separable_conv_2_bn_normal_left1_0/FusedBatchNormV3" -> "1029 NASNet/normal_add_1_0/add"; -"1020 NASNet/separable_conv_2_bn_normal_right1_0/ReadVariableOp/resource" -> "1021 NASNet/separable_conv_2_bn_normal_right1_0/ReadVariableOp"; -"1021 NASNet/separable_conv_2_bn_normal_right1_0/ReadVariableOp" -> "1028 NASNet/separable_conv_2_bn_normal_right1_0/FusedBatchNormV3"; -"1022 NASNet/separable_conv_2_bn_normal_right1_0/ReadVariableOp_1/resource" -> "1023 NASNet/separable_conv_2_bn_normal_right1_0/ReadVariableOp_1"; -"1023 NASNet/separable_conv_2_bn_normal_right1_0/ReadVariableOp_1" -> "1028 NASNet/separable_conv_2_bn_normal_right1_0/FusedBatchNormV3"; -"1024 NASNet/separable_conv_2_bn_normal_right1_0/FusedBatchNormV3/ReadVariableOp/resource" -> "1025 NASNet/separable_conv_2_bn_normal_right1_0/FusedBatchNormV3/ReadVariableOp"; -"1025 NASNet/separable_conv_2_bn_normal_right1_0/FusedBatchNormV3/ReadVariableOp" -> "1028 NASNet/separable_conv_2_bn_normal_right1_0/FusedBatchNormV3"; -"1026 NASNet/separable_conv_2_bn_normal_right1_0/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1027 NASNet/separable_conv_2_bn_normal_right1_0/FusedBatchNormV3/ReadVariableOp_1"; -"1027 NASNet/separable_conv_2_bn_normal_right1_0/FusedBatchNormV3/ReadVariableOp_1" -> "1028 NASNet/separable_conv_2_bn_normal_right1_0/FusedBatchNormV3"; -"1028 NASNet/separable_conv_2_bn_normal_right1_0/FusedBatchNormV3" -> "1029 NASNet/normal_add_1_0/add"; -"1029 NASNet/normal_add_1_0/add" -> "1035 NASNet/normal_concat_0/concat"; -"1030 NASNet/normal_add_2_0/add" -> "1035 NASNet/normal_concat_0/concat"; -"1031 NASNet/normal_add_3_0/add" -> "1035 NASNet/normal_concat_0/concat"; -"1032 NASNet/normal_add_4_0/add" -> "1035 NASNet/normal_concat_0/concat"; -"1033 NASNet/normal_add_5_0/add" -> "1035 NASNet/normal_concat_0/concat"; -"1034 NASNet/normal_concat_0/concat/axis" -> "1035 NASNet/normal_concat_0/concat"; -"1035 NASNet/normal_concat_0/concat" -> "1036 NASNet/activation_34/Relu"; -"1035 NASNet/normal_concat_0/concat" -> "1363 NASNet/activation_45/Relu"; -"1036 NASNet/activation_34/Relu" -> "1045 NASNet/normal_conv_1_1/Conv2D"; -"1037 NASNet/activation_33/Relu" -> "1053 NASNet/adjust_conv_projection_1/Conv2D"; -"1038 NASNet/normal_conv_1_1/Sigmoid/ReadVariableOp/resource" -> "1039 NASNet/normal_conv_1_1/Sigmoid/ReadVariableOp"; -"1039 NASNet/normal_conv_1_1/Sigmoid/ReadVariableOp" -> "1040 NASNet/normal_conv_1_1/Sigmoid"; -"1040 NASNet/normal_conv_1_1/Sigmoid" -> "1041 NASNet/normal_conv_1_1/Round"; -"1041 NASNet/normal_conv_1_1/Round" -> "1044 NASNet/normal_conv_1_1/mul"; -"1042 NASNet/normal_conv_1_1/ReadVariableOp/resource" -> "1043 NASNet/normal_conv_1_1/ReadVariableOp"; -"1043 NASNet/normal_conv_1_1/ReadVariableOp" -> "1044 NASNet/normal_conv_1_1/mul"; -"1044 NASNet/normal_conv_1_1/mul" -> "1045 NASNet/normal_conv_1_1/Conv2D"; -"1045 NASNet/normal_conv_1_1/Conv2D" -> "1071 NASNet/normal_bn_1_1/FusedBatchNormV3"; -"1046 NASNet/adjust_conv_projection_1/Sigmoid/ReadVariableOp/resource" -> "1047 NASNet/adjust_conv_projection_1/Sigmoid/ReadVariableOp"; -"1047 NASNet/adjust_conv_projection_1/Sigmoid/ReadVariableOp" -> "1048 NASNet/adjust_conv_projection_1/Sigmoid"; -"1048 NASNet/adjust_conv_projection_1/Sigmoid" -> "1049 NASNet/adjust_conv_projection_1/Round"; -"1049 NASNet/adjust_conv_projection_1/Round" -> "1052 NASNet/adjust_conv_projection_1/mul"; -"1050 NASNet/adjust_conv_projection_1/ReadVariableOp/resource" -> "1051 NASNet/adjust_conv_projection_1/ReadVariableOp"; -"1051 NASNet/adjust_conv_projection_1/ReadVariableOp" -> "1052 NASNet/adjust_conv_projection_1/mul"; -"1052 NASNet/adjust_conv_projection_1/mul" -> "1053 NASNet/adjust_conv_projection_1/Conv2D"; -"1053 NASNet/adjust_conv_projection_1/Conv2D" -> "1062 NASNet/adjust_bn_1/FusedBatchNormV3"; -"1054 NASNet/adjust_bn_1/ReadVariableOp/resource" -> "1055 NASNet/adjust_bn_1/ReadVariableOp"; -"1055 NASNet/adjust_bn_1/ReadVariableOp" -> "1062 NASNet/adjust_bn_1/FusedBatchNormV3"; -"1056 NASNet/adjust_bn_1/ReadVariableOp_1/resource" -> "1057 NASNet/adjust_bn_1/ReadVariableOp_1"; -"1057 NASNet/adjust_bn_1/ReadVariableOp_1" -> "1062 NASNet/adjust_bn_1/FusedBatchNormV3"; -"1058 NASNet/adjust_bn_1/FusedBatchNormV3/ReadVariableOp/resource" -> "1059 NASNet/adjust_bn_1/FusedBatchNormV3/ReadVariableOp"; -"1059 NASNet/adjust_bn_1/FusedBatchNormV3/ReadVariableOp" -> "1062 NASNet/adjust_bn_1/FusedBatchNormV3"; -"1060 NASNet/adjust_bn_1/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1061 NASNet/adjust_bn_1/FusedBatchNormV3/ReadVariableOp_1"; -"1061 NASNet/adjust_bn_1/FusedBatchNormV3/ReadVariableOp_1" -> "1062 NASNet/adjust_bn_1/FusedBatchNormV3"; -"1062 NASNet/adjust_bn_1/FusedBatchNormV3" -> "1073 NASNet/activation_41/Relu"; -"1062 NASNet/adjust_bn_1/FusedBatchNormV3" -> "1074 NASNet/activation_39/Relu"; -"1062 NASNet/adjust_bn_1/FusedBatchNormV3" -> "1075 NASNet/activation_37/Relu"; -"1062 NASNet/adjust_bn_1/FusedBatchNormV3" -> "1316 NASNet/normal_left4_1/AvgPool"; -"1062 NASNet/adjust_bn_1/FusedBatchNormV3" -> "1317 NASNet/normal_right4_1/AvgPool"; -"1062 NASNet/adjust_bn_1/FusedBatchNormV3" -> "1357 NASNet/normal_add_3_1/add"; -"1062 NASNet/adjust_bn_1/FusedBatchNormV3" -> "1361 NASNet/normal_concat_1/concat"; -"1063 NASNet/normal_bn_1_1/ReadVariableOp/resource" -> "1064 NASNet/normal_bn_1_1/ReadVariableOp"; -"1064 NASNet/normal_bn_1_1/ReadVariableOp" -> "1071 NASNet/normal_bn_1_1/FusedBatchNormV3"; -"1065 NASNet/normal_bn_1_1/ReadVariableOp_1/resource" -> "1066 NASNet/normal_bn_1_1/ReadVariableOp_1"; -"1066 NASNet/normal_bn_1_1/ReadVariableOp_1" -> "1071 NASNet/normal_bn_1_1/FusedBatchNormV3"; -"1067 NASNet/normal_bn_1_1/FusedBatchNormV3/ReadVariableOp/resource" -> "1068 NASNet/normal_bn_1_1/FusedBatchNormV3/ReadVariableOp"; -"1068 NASNet/normal_bn_1_1/FusedBatchNormV3/ReadVariableOp" -> "1071 NASNet/normal_bn_1_1/FusedBatchNormV3"; -"1069 NASNet/normal_bn_1_1/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1070 NASNet/normal_bn_1_1/FusedBatchNormV3/ReadVariableOp_1"; -"1070 NASNet/normal_bn_1_1/FusedBatchNormV3/ReadVariableOp_1" -> "1071 NASNet/normal_bn_1_1/FusedBatchNormV3"; -"1071 NASNet/normal_bn_1_1/FusedBatchNormV3" -> "1072 NASNet/activation_43/Relu"; -"1071 NASNet/normal_bn_1_1/FusedBatchNormV3" -> "1076 NASNet/activation_35/Relu"; -"1071 NASNet/normal_bn_1_1/FusedBatchNormV3" -> "1318 NASNet/normal_left3_1/AvgPool"; -"1071 NASNet/normal_bn_1_1/FusedBatchNormV3" -> "1359 NASNet/normal_add_5_1/add"; -"1072 NASNet/activation_43/Relu" -> "1093 NASNet/separable_conv_1_normal_left5_1/separable_conv2d/depthwise"; -"1073 NASNet/activation_41/Relu" -> "1111 NASNet/separable_conv_1_normal_right2_1/separable_conv2d/depthwise"; -"1074 NASNet/activation_39/Relu" -> "1129 NASNet/separable_conv_1_normal_left2_1/separable_conv2d/depthwise"; -"1075 NASNet/activation_37/Relu" -> "1147 NASNet/separable_conv_1_normal_right1_1/separable_conv2d/depthwise"; -"1076 NASNet/activation_35/Relu" -> "1165 NASNet/separable_conv_1_normal_left1_1/separable_conv2d/depthwise"; -"1077 NASNet/separable_conv_1_normal_left5_1/Sigmoid/ReadVariableOp/resource" -> "1078 NASNet/separable_conv_1_normal_left5_1/Sigmoid/ReadVariableOp"; -"1078 NASNet/separable_conv_1_normal_left5_1/Sigmoid/ReadVariableOp" -> "1079 NASNet/separable_conv_1_normal_left5_1/Sigmoid"; -"1079 NASNet/separable_conv_1_normal_left5_1/Sigmoid" -> "1080 NASNet/separable_conv_1_normal_left5_1/Round"; -"1080 NASNet/separable_conv_1_normal_left5_1/Round" -> "1083 NASNet/separable_conv_1_normal_left5_1/mul"; -"1081 NASNet/separable_conv_1_normal_left5_1/ReadVariableOp/resource" -> "1082 NASNet/separable_conv_1_normal_left5_1/ReadVariableOp"; -"1082 NASNet/separable_conv_1_normal_left5_1/ReadVariableOp" -> "1083 NASNet/separable_conv_1_normal_left5_1/mul"; -"1083 NASNet/separable_conv_1_normal_left5_1/mul" -> "1093 NASNet/separable_conv_1_normal_left5_1/separable_conv2d/depthwise"; -"1084 NASNet/separable_conv_1_normal_left5_1/Sigmoid_1/ReadVariableOp/resource" -> "1085 NASNet/separable_conv_1_normal_left5_1/Sigmoid_1/ReadVariableOp"; -"1085 NASNet/separable_conv_1_normal_left5_1/Sigmoid_1/ReadVariableOp" -> "1086 NASNet/separable_conv_1_normal_left5_1/Sigmoid_1"; -"1086 NASNet/separable_conv_1_normal_left5_1/Sigmoid_1" -> "1087 NASNet/separable_conv_1_normal_left5_1/Round_1"; -"1087 NASNet/separable_conv_1_normal_left5_1/Round_1" -> "1090 NASNet/separable_conv_1_normal_left5_1/mul_1"; -"1088 NASNet/separable_conv_1_normal_left5_1/ReadVariableOp_1/resource" -> "1089 NASNet/separable_conv_1_normal_left5_1/ReadVariableOp_1"; -"1089 NASNet/separable_conv_1_normal_left5_1/ReadVariableOp_1" -> "1090 NASNet/separable_conv_1_normal_left5_1/mul_1"; -"1090 NASNet/separable_conv_1_normal_left5_1/mul_1" -> "1094 NASNet/separable_conv_1_normal_left5_1/separable_conv2d"; -"1093 NASNet/separable_conv_1_normal_left5_1/separable_conv2d/depthwise" -> "1094 NASNet/separable_conv_1_normal_left5_1/separable_conv2d"; -"1094 NASNet/separable_conv_1_normal_left5_1/separable_conv2d" -> "1175 NASNet/separable_conv_1_bn_normal_left5_1/FusedBatchNormV3"; -"1095 NASNet/separable_conv_1_normal_right2_1/Sigmoid/ReadVariableOp/resource" -> "1096 NASNet/separable_conv_1_normal_right2_1/Sigmoid/ReadVariableOp"; -"1096 NASNet/separable_conv_1_normal_right2_1/Sigmoid/ReadVariableOp" -> "1097 NASNet/separable_conv_1_normal_right2_1/Sigmoid"; -"1097 NASNet/separable_conv_1_normal_right2_1/Sigmoid" -> "1098 NASNet/separable_conv_1_normal_right2_1/Round"; -"1098 NASNet/separable_conv_1_normal_right2_1/Round" -> "1101 NASNet/separable_conv_1_normal_right2_1/mul"; -"1099 NASNet/separable_conv_1_normal_right2_1/ReadVariableOp/resource" -> "1100 NASNet/separable_conv_1_normal_right2_1/ReadVariableOp"; -"1100 NASNet/separable_conv_1_normal_right2_1/ReadVariableOp" -> "1101 NASNet/separable_conv_1_normal_right2_1/mul"; -"1101 NASNet/separable_conv_1_normal_right2_1/mul" -> "1111 NASNet/separable_conv_1_normal_right2_1/separable_conv2d/depthwise"; -"1102 NASNet/separable_conv_1_normal_right2_1/Sigmoid_1/ReadVariableOp/resource" -> "1103 NASNet/separable_conv_1_normal_right2_1/Sigmoid_1/ReadVariableOp"; -"1103 NASNet/separable_conv_1_normal_right2_1/Sigmoid_1/ReadVariableOp" -> "1104 NASNet/separable_conv_1_normal_right2_1/Sigmoid_1"; -"1104 NASNet/separable_conv_1_normal_right2_1/Sigmoid_1" -> "1105 NASNet/separable_conv_1_normal_right2_1/Round_1"; -"1105 NASNet/separable_conv_1_normal_right2_1/Round_1" -> "1108 NASNet/separable_conv_1_normal_right2_1/mul_1"; -"1106 NASNet/separable_conv_1_normal_right2_1/ReadVariableOp_1/resource" -> "1107 NASNet/separable_conv_1_normal_right2_1/ReadVariableOp_1"; -"1107 NASNet/separable_conv_1_normal_right2_1/ReadVariableOp_1" -> "1108 NASNet/separable_conv_1_normal_right2_1/mul_1"; -"1108 NASNet/separable_conv_1_normal_right2_1/mul_1" -> "1112 NASNet/separable_conv_1_normal_right2_1/separable_conv2d"; -"1111 NASNet/separable_conv_1_normal_right2_1/separable_conv2d/depthwise" -> "1112 NASNet/separable_conv_1_normal_right2_1/separable_conv2d"; -"1112 NASNet/separable_conv_1_normal_right2_1/separable_conv2d" -> "1184 NASNet/separable_conv_1_bn_normal_right2_1/FusedBatchNormV3"; -"1113 NASNet/separable_conv_1_normal_left2_1/Sigmoid/ReadVariableOp/resource" -> "1114 NASNet/separable_conv_1_normal_left2_1/Sigmoid/ReadVariableOp"; -"1114 NASNet/separable_conv_1_normal_left2_1/Sigmoid/ReadVariableOp" -> "1115 NASNet/separable_conv_1_normal_left2_1/Sigmoid"; -"1115 NASNet/separable_conv_1_normal_left2_1/Sigmoid" -> "1116 NASNet/separable_conv_1_normal_left2_1/Round"; -"1116 NASNet/separable_conv_1_normal_left2_1/Round" -> "1119 NASNet/separable_conv_1_normal_left2_1/mul"; -"1117 NASNet/separable_conv_1_normal_left2_1/ReadVariableOp/resource" -> "1118 NASNet/separable_conv_1_normal_left2_1/ReadVariableOp"; -"1118 NASNet/separable_conv_1_normal_left2_1/ReadVariableOp" -> "1119 NASNet/separable_conv_1_normal_left2_1/mul"; -"1119 NASNet/separable_conv_1_normal_left2_1/mul" -> "1129 NASNet/separable_conv_1_normal_left2_1/separable_conv2d/depthwise"; -"1120 NASNet/separable_conv_1_normal_left2_1/Sigmoid_1/ReadVariableOp/resource" -> "1121 NASNet/separable_conv_1_normal_left2_1/Sigmoid_1/ReadVariableOp"; -"1121 NASNet/separable_conv_1_normal_left2_1/Sigmoid_1/ReadVariableOp" -> "1122 NASNet/separable_conv_1_normal_left2_1/Sigmoid_1"; -"1122 NASNet/separable_conv_1_normal_left2_1/Sigmoid_1" -> "1123 NASNet/separable_conv_1_normal_left2_1/Round_1"; -"1123 NASNet/separable_conv_1_normal_left2_1/Round_1" -> "1126 NASNet/separable_conv_1_normal_left2_1/mul_1"; -"1124 NASNet/separable_conv_1_normal_left2_1/ReadVariableOp_1/resource" -> "1125 NASNet/separable_conv_1_normal_left2_1/ReadVariableOp_1"; -"1125 NASNet/separable_conv_1_normal_left2_1/ReadVariableOp_1" -> "1126 NASNet/separable_conv_1_normal_left2_1/mul_1"; -"1126 NASNet/separable_conv_1_normal_left2_1/mul_1" -> "1130 NASNet/separable_conv_1_normal_left2_1/separable_conv2d"; -"1129 NASNet/separable_conv_1_normal_left2_1/separable_conv2d/depthwise" -> "1130 NASNet/separable_conv_1_normal_left2_1/separable_conv2d"; -"1130 NASNet/separable_conv_1_normal_left2_1/separable_conv2d" -> "1193 NASNet/separable_conv_1_bn_normal_left2_1/FusedBatchNormV3"; -"1131 NASNet/separable_conv_1_normal_right1_1/Sigmoid/ReadVariableOp/resource" -> "1132 NASNet/separable_conv_1_normal_right1_1/Sigmoid/ReadVariableOp"; -"1132 NASNet/separable_conv_1_normal_right1_1/Sigmoid/ReadVariableOp" -> "1133 NASNet/separable_conv_1_normal_right1_1/Sigmoid"; -"1133 NASNet/separable_conv_1_normal_right1_1/Sigmoid" -> "1134 NASNet/separable_conv_1_normal_right1_1/Round"; -"1134 NASNet/separable_conv_1_normal_right1_1/Round" -> "1137 NASNet/separable_conv_1_normal_right1_1/mul"; -"1135 NASNet/separable_conv_1_normal_right1_1/ReadVariableOp/resource" -> "1136 NASNet/separable_conv_1_normal_right1_1/ReadVariableOp"; -"1136 NASNet/separable_conv_1_normal_right1_1/ReadVariableOp" -> "1137 NASNet/separable_conv_1_normal_right1_1/mul"; -"1137 NASNet/separable_conv_1_normal_right1_1/mul" -> "1147 NASNet/separable_conv_1_normal_right1_1/separable_conv2d/depthwise"; -"1138 NASNet/separable_conv_1_normal_right1_1/Sigmoid_1/ReadVariableOp/resource" -> "1139 NASNet/separable_conv_1_normal_right1_1/Sigmoid_1/ReadVariableOp"; -"1139 NASNet/separable_conv_1_normal_right1_1/Sigmoid_1/ReadVariableOp" -> "1140 NASNet/separable_conv_1_normal_right1_1/Sigmoid_1"; -"1140 NASNet/separable_conv_1_normal_right1_1/Sigmoid_1" -> "1141 NASNet/separable_conv_1_normal_right1_1/Round_1"; -"1141 NASNet/separable_conv_1_normal_right1_1/Round_1" -> "1144 NASNet/separable_conv_1_normal_right1_1/mul_1"; -"1142 NASNet/separable_conv_1_normal_right1_1/ReadVariableOp_1/resource" -> "1143 NASNet/separable_conv_1_normal_right1_1/ReadVariableOp_1"; -"1143 NASNet/separable_conv_1_normal_right1_1/ReadVariableOp_1" -> "1144 NASNet/separable_conv_1_normal_right1_1/mul_1"; -"1144 NASNet/separable_conv_1_normal_right1_1/mul_1" -> "1148 NASNet/separable_conv_1_normal_right1_1/separable_conv2d"; -"1147 NASNet/separable_conv_1_normal_right1_1/separable_conv2d/depthwise" -> "1148 NASNet/separable_conv_1_normal_right1_1/separable_conv2d"; -"1148 NASNet/separable_conv_1_normal_right1_1/separable_conv2d" -> "1202 NASNet/separable_conv_1_bn_normal_right1_1/FusedBatchNormV3"; -"1149 NASNet/separable_conv_1_normal_left1_1/Sigmoid/ReadVariableOp/resource" -> "1150 NASNet/separable_conv_1_normal_left1_1/Sigmoid/ReadVariableOp"; -"1150 NASNet/separable_conv_1_normal_left1_1/Sigmoid/ReadVariableOp" -> "1151 NASNet/separable_conv_1_normal_left1_1/Sigmoid"; -"1151 NASNet/separable_conv_1_normal_left1_1/Sigmoid" -> "1152 NASNet/separable_conv_1_normal_left1_1/Round"; -"1152 NASNet/separable_conv_1_normal_left1_1/Round" -> "1155 NASNet/separable_conv_1_normal_left1_1/mul"; -"1153 NASNet/separable_conv_1_normal_left1_1/ReadVariableOp/resource" -> "1154 NASNet/separable_conv_1_normal_left1_1/ReadVariableOp"; -"1154 NASNet/separable_conv_1_normal_left1_1/ReadVariableOp" -> "1155 NASNet/separable_conv_1_normal_left1_1/mul"; -"1155 NASNet/separable_conv_1_normal_left1_1/mul" -> "1165 NASNet/separable_conv_1_normal_left1_1/separable_conv2d/depthwise"; -"1156 NASNet/separable_conv_1_normal_left1_1/Sigmoid_1/ReadVariableOp/resource" -> "1157 NASNet/separable_conv_1_normal_left1_1/Sigmoid_1/ReadVariableOp"; -"1157 NASNet/separable_conv_1_normal_left1_1/Sigmoid_1/ReadVariableOp" -> "1158 NASNet/separable_conv_1_normal_left1_1/Sigmoid_1"; -"1158 NASNet/separable_conv_1_normal_left1_1/Sigmoid_1" -> "1159 NASNet/separable_conv_1_normal_left1_1/Round_1"; -"1159 NASNet/separable_conv_1_normal_left1_1/Round_1" -> "1162 NASNet/separable_conv_1_normal_left1_1/mul_1"; -"1160 NASNet/separable_conv_1_normal_left1_1/ReadVariableOp_1/resource" -> "1161 NASNet/separable_conv_1_normal_left1_1/ReadVariableOp_1"; -"1161 NASNet/separable_conv_1_normal_left1_1/ReadVariableOp_1" -> "1162 NASNet/separable_conv_1_normal_left1_1/mul_1"; -"1162 NASNet/separable_conv_1_normal_left1_1/mul_1" -> "1166 NASNet/separable_conv_1_normal_left1_1/separable_conv2d"; -"1165 NASNet/separable_conv_1_normal_left1_1/separable_conv2d/depthwise" -> "1166 NASNet/separable_conv_1_normal_left1_1/separable_conv2d"; -"1166 NASNet/separable_conv_1_normal_left1_1/separable_conv2d" -> "1211 NASNet/separable_conv_1_bn_normal_left1_1/FusedBatchNormV3"; -"1167 NASNet/separable_conv_1_bn_normal_left5_1/ReadVariableOp/resource" -> "1168 NASNet/separable_conv_1_bn_normal_left5_1/ReadVariableOp"; -"1168 NASNet/separable_conv_1_bn_normal_left5_1/ReadVariableOp" -> "1175 NASNet/separable_conv_1_bn_normal_left5_1/FusedBatchNormV3"; -"1169 NASNet/separable_conv_1_bn_normal_left5_1/ReadVariableOp_1/resource" -> "1170 NASNet/separable_conv_1_bn_normal_left5_1/ReadVariableOp_1"; -"1170 NASNet/separable_conv_1_bn_normal_left5_1/ReadVariableOp_1" -> "1175 NASNet/separable_conv_1_bn_normal_left5_1/FusedBatchNormV3"; -"1171 NASNet/separable_conv_1_bn_normal_left5_1/FusedBatchNormV3/ReadVariableOp/resource" -> "1172 NASNet/separable_conv_1_bn_normal_left5_1/FusedBatchNormV3/ReadVariableOp"; -"1172 NASNet/separable_conv_1_bn_normal_left5_1/FusedBatchNormV3/ReadVariableOp" -> "1175 NASNet/separable_conv_1_bn_normal_left5_1/FusedBatchNormV3"; -"1173 NASNet/separable_conv_1_bn_normal_left5_1/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1174 NASNet/separable_conv_1_bn_normal_left5_1/FusedBatchNormV3/ReadVariableOp_1"; -"1174 NASNet/separable_conv_1_bn_normal_left5_1/FusedBatchNormV3/ReadVariableOp_1" -> "1175 NASNet/separable_conv_1_bn_normal_left5_1/FusedBatchNormV3"; -"1175 NASNet/separable_conv_1_bn_normal_left5_1/FusedBatchNormV3" -> "1212 NASNet/activation_44/Relu"; -"1176 NASNet/separable_conv_1_bn_normal_right2_1/ReadVariableOp/resource" -> "1177 NASNet/separable_conv_1_bn_normal_right2_1/ReadVariableOp"; -"1177 NASNet/separable_conv_1_bn_normal_right2_1/ReadVariableOp" -> "1184 NASNet/separable_conv_1_bn_normal_right2_1/FusedBatchNormV3"; -"1178 NASNet/separable_conv_1_bn_normal_right2_1/ReadVariableOp_1/resource" -> "1179 NASNet/separable_conv_1_bn_normal_right2_1/ReadVariableOp_1"; -"1179 NASNet/separable_conv_1_bn_normal_right2_1/ReadVariableOp_1" -> "1184 NASNet/separable_conv_1_bn_normal_right2_1/FusedBatchNormV3"; -"1180 NASNet/separable_conv_1_bn_normal_right2_1/FusedBatchNormV3/ReadVariableOp/resource" -> "1181 NASNet/separable_conv_1_bn_normal_right2_1/FusedBatchNormV3/ReadVariableOp"; -"1181 NASNet/separable_conv_1_bn_normal_right2_1/FusedBatchNormV3/ReadVariableOp" -> "1184 NASNet/separable_conv_1_bn_normal_right2_1/FusedBatchNormV3"; -"1182 NASNet/separable_conv_1_bn_normal_right2_1/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1183 NASNet/separable_conv_1_bn_normal_right2_1/FusedBatchNormV3/ReadVariableOp_1"; -"1183 NASNet/separable_conv_1_bn_normal_right2_1/FusedBatchNormV3/ReadVariableOp_1" -> "1184 NASNet/separable_conv_1_bn_normal_right2_1/FusedBatchNormV3"; -"1184 NASNet/separable_conv_1_bn_normal_right2_1/FusedBatchNormV3" -> "1213 NASNet/activation_42/Relu"; -"1185 NASNet/separable_conv_1_bn_normal_left2_1/ReadVariableOp/resource" -> "1186 NASNet/separable_conv_1_bn_normal_left2_1/ReadVariableOp"; -"1186 NASNet/separable_conv_1_bn_normal_left2_1/ReadVariableOp" -> "1193 NASNet/separable_conv_1_bn_normal_left2_1/FusedBatchNormV3"; -"1187 NASNet/separable_conv_1_bn_normal_left2_1/ReadVariableOp_1/resource" -> "1188 NASNet/separable_conv_1_bn_normal_left2_1/ReadVariableOp_1"; -"1188 NASNet/separable_conv_1_bn_normal_left2_1/ReadVariableOp_1" -> "1193 NASNet/separable_conv_1_bn_normal_left2_1/FusedBatchNormV3"; -"1189 NASNet/separable_conv_1_bn_normal_left2_1/FusedBatchNormV3/ReadVariableOp/resource" -> "1190 NASNet/separable_conv_1_bn_normal_left2_1/FusedBatchNormV3/ReadVariableOp"; -"1190 NASNet/separable_conv_1_bn_normal_left2_1/FusedBatchNormV3/ReadVariableOp" -> "1193 NASNet/separable_conv_1_bn_normal_left2_1/FusedBatchNormV3"; -"1191 NASNet/separable_conv_1_bn_normal_left2_1/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1192 NASNet/separable_conv_1_bn_normal_left2_1/FusedBatchNormV3/ReadVariableOp_1"; -"1192 NASNet/separable_conv_1_bn_normal_left2_1/FusedBatchNormV3/ReadVariableOp_1" -> "1193 NASNet/separable_conv_1_bn_normal_left2_1/FusedBatchNormV3"; -"1193 NASNet/separable_conv_1_bn_normal_left2_1/FusedBatchNormV3" -> "1214 NASNet/activation_40/Relu"; -"1194 NASNet/separable_conv_1_bn_normal_right1_1/ReadVariableOp/resource" -> "1195 NASNet/separable_conv_1_bn_normal_right1_1/ReadVariableOp"; -"1195 NASNet/separable_conv_1_bn_normal_right1_1/ReadVariableOp" -> "1202 NASNet/separable_conv_1_bn_normal_right1_1/FusedBatchNormV3"; -"1196 NASNet/separable_conv_1_bn_normal_right1_1/ReadVariableOp_1/resource" -> "1197 NASNet/separable_conv_1_bn_normal_right1_1/ReadVariableOp_1"; -"1197 NASNet/separable_conv_1_bn_normal_right1_1/ReadVariableOp_1" -> "1202 NASNet/separable_conv_1_bn_normal_right1_1/FusedBatchNormV3"; -"1198 NASNet/separable_conv_1_bn_normal_right1_1/FusedBatchNormV3/ReadVariableOp/resource" -> "1199 NASNet/separable_conv_1_bn_normal_right1_1/FusedBatchNormV3/ReadVariableOp"; -"1199 NASNet/separable_conv_1_bn_normal_right1_1/FusedBatchNormV3/ReadVariableOp" -> "1202 NASNet/separable_conv_1_bn_normal_right1_1/FusedBatchNormV3"; -"1200 NASNet/separable_conv_1_bn_normal_right1_1/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1201 NASNet/separable_conv_1_bn_normal_right1_1/FusedBatchNormV3/ReadVariableOp_1"; -"1201 NASNet/separable_conv_1_bn_normal_right1_1/FusedBatchNormV3/ReadVariableOp_1" -> "1202 NASNet/separable_conv_1_bn_normal_right1_1/FusedBatchNormV3"; -"1202 NASNet/separable_conv_1_bn_normal_right1_1/FusedBatchNormV3" -> "1215 NASNet/activation_38/Relu"; -"1203 NASNet/separable_conv_1_bn_normal_left1_1/ReadVariableOp/resource" -> "1204 NASNet/separable_conv_1_bn_normal_left1_1/ReadVariableOp"; -"1204 NASNet/separable_conv_1_bn_normal_left1_1/ReadVariableOp" -> "1211 NASNet/separable_conv_1_bn_normal_left1_1/FusedBatchNormV3"; -"1205 NASNet/separable_conv_1_bn_normal_left1_1/ReadVariableOp_1/resource" -> "1206 NASNet/separable_conv_1_bn_normal_left1_1/ReadVariableOp_1"; -"1206 NASNet/separable_conv_1_bn_normal_left1_1/ReadVariableOp_1" -> "1211 NASNet/separable_conv_1_bn_normal_left1_1/FusedBatchNormV3"; -"1207 NASNet/separable_conv_1_bn_normal_left1_1/FusedBatchNormV3/ReadVariableOp/resource" -> "1208 NASNet/separable_conv_1_bn_normal_left1_1/FusedBatchNormV3/ReadVariableOp"; -"1208 NASNet/separable_conv_1_bn_normal_left1_1/FusedBatchNormV3/ReadVariableOp" -> "1211 NASNet/separable_conv_1_bn_normal_left1_1/FusedBatchNormV3"; -"1209 NASNet/separable_conv_1_bn_normal_left1_1/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1210 NASNet/separable_conv_1_bn_normal_left1_1/FusedBatchNormV3/ReadVariableOp_1"; -"1210 NASNet/separable_conv_1_bn_normal_left1_1/FusedBatchNormV3/ReadVariableOp_1" -> "1211 NASNet/separable_conv_1_bn_normal_left1_1/FusedBatchNormV3"; -"1211 NASNet/separable_conv_1_bn_normal_left1_1/FusedBatchNormV3" -> "1216 NASNet/activation_36/Relu"; -"1212 NASNet/activation_44/Relu" -> "1233 NASNet/separable_conv_2_normal_left5_1/separable_conv2d/depthwise"; -"1213 NASNet/activation_42/Relu" -> "1251 NASNet/separable_conv_2_normal_right2_1/separable_conv2d/depthwise"; -"1214 NASNet/activation_40/Relu" -> "1269 NASNet/separable_conv_2_normal_left2_1/separable_conv2d/depthwise"; -"1215 NASNet/activation_38/Relu" -> "1287 NASNet/separable_conv_2_normal_right1_1/separable_conv2d/depthwise"; -"1216 NASNet/activation_36/Relu" -> "1305 NASNet/separable_conv_2_normal_left1_1/separable_conv2d/depthwise"; -"1217 NASNet/separable_conv_2_normal_left5_1/Sigmoid/ReadVariableOp/resource" -> "1218 NASNet/separable_conv_2_normal_left5_1/Sigmoid/ReadVariableOp"; -"1218 NASNet/separable_conv_2_normal_left5_1/Sigmoid/ReadVariableOp" -> "1219 NASNet/separable_conv_2_normal_left5_1/Sigmoid"; -"1219 NASNet/separable_conv_2_normal_left5_1/Sigmoid" -> "1220 NASNet/separable_conv_2_normal_left5_1/Round"; -"1220 NASNet/separable_conv_2_normal_left5_1/Round" -> "1223 NASNet/separable_conv_2_normal_left5_1/mul"; -"1221 NASNet/separable_conv_2_normal_left5_1/ReadVariableOp/resource" -> "1222 NASNet/separable_conv_2_normal_left5_1/ReadVariableOp"; -"1222 NASNet/separable_conv_2_normal_left5_1/ReadVariableOp" -> "1223 NASNet/separable_conv_2_normal_left5_1/mul"; -"1223 NASNet/separable_conv_2_normal_left5_1/mul" -> "1233 NASNet/separable_conv_2_normal_left5_1/separable_conv2d/depthwise"; -"1224 NASNet/separable_conv_2_normal_left5_1/Sigmoid_1/ReadVariableOp/resource" -> "1225 NASNet/separable_conv_2_normal_left5_1/Sigmoid_1/ReadVariableOp"; -"1225 NASNet/separable_conv_2_normal_left5_1/Sigmoid_1/ReadVariableOp" -> "1226 NASNet/separable_conv_2_normal_left5_1/Sigmoid_1"; -"1226 NASNet/separable_conv_2_normal_left5_1/Sigmoid_1" -> "1227 NASNet/separable_conv_2_normal_left5_1/Round_1"; -"1227 NASNet/separable_conv_2_normal_left5_1/Round_1" -> "1230 NASNet/separable_conv_2_normal_left5_1/mul_1"; -"1228 NASNet/separable_conv_2_normal_left5_1/ReadVariableOp_1/resource" -> "1229 NASNet/separable_conv_2_normal_left5_1/ReadVariableOp_1"; -"1229 NASNet/separable_conv_2_normal_left5_1/ReadVariableOp_1" -> "1230 NASNet/separable_conv_2_normal_left5_1/mul_1"; -"1230 NASNet/separable_conv_2_normal_left5_1/mul_1" -> "1234 NASNet/separable_conv_2_normal_left5_1/separable_conv2d"; -"1233 NASNet/separable_conv_2_normal_left5_1/separable_conv2d/depthwise" -> "1234 NASNet/separable_conv_2_normal_left5_1/separable_conv2d"; -"1234 NASNet/separable_conv_2_normal_left5_1/separable_conv2d" -> "1315 NASNet/separable_conv_2_bn_normal_left5_1/FusedBatchNormV3"; -"1235 NASNet/separable_conv_2_normal_right2_1/Sigmoid/ReadVariableOp/resource" -> "1236 NASNet/separable_conv_2_normal_right2_1/Sigmoid/ReadVariableOp"; -"1236 NASNet/separable_conv_2_normal_right2_1/Sigmoid/ReadVariableOp" -> "1237 NASNet/separable_conv_2_normal_right2_1/Sigmoid"; -"1237 NASNet/separable_conv_2_normal_right2_1/Sigmoid" -> "1238 NASNet/separable_conv_2_normal_right2_1/Round"; -"1238 NASNet/separable_conv_2_normal_right2_1/Round" -> "1241 NASNet/separable_conv_2_normal_right2_1/mul"; -"1239 NASNet/separable_conv_2_normal_right2_1/ReadVariableOp/resource" -> "1240 NASNet/separable_conv_2_normal_right2_1/ReadVariableOp"; -"1240 NASNet/separable_conv_2_normal_right2_1/ReadVariableOp" -> "1241 NASNet/separable_conv_2_normal_right2_1/mul"; -"1241 NASNet/separable_conv_2_normal_right2_1/mul" -> "1251 NASNet/separable_conv_2_normal_right2_1/separable_conv2d/depthwise"; -"1242 NASNet/separable_conv_2_normal_right2_1/Sigmoid_1/ReadVariableOp/resource" -> "1243 NASNet/separable_conv_2_normal_right2_1/Sigmoid_1/ReadVariableOp"; -"1243 NASNet/separable_conv_2_normal_right2_1/Sigmoid_1/ReadVariableOp" -> "1244 NASNet/separable_conv_2_normal_right2_1/Sigmoid_1"; -"1244 NASNet/separable_conv_2_normal_right2_1/Sigmoid_1" -> "1245 NASNet/separable_conv_2_normal_right2_1/Round_1"; -"1245 NASNet/separable_conv_2_normal_right2_1/Round_1" -> "1248 NASNet/separable_conv_2_normal_right2_1/mul_1"; -"1246 NASNet/separable_conv_2_normal_right2_1/ReadVariableOp_1/resource" -> "1247 NASNet/separable_conv_2_normal_right2_1/ReadVariableOp_1"; -"1247 NASNet/separable_conv_2_normal_right2_1/ReadVariableOp_1" -> "1248 NASNet/separable_conv_2_normal_right2_1/mul_1"; -"1248 NASNet/separable_conv_2_normal_right2_1/mul_1" -> "1252 NASNet/separable_conv_2_normal_right2_1/separable_conv2d"; -"1251 NASNet/separable_conv_2_normal_right2_1/separable_conv2d/depthwise" -> "1252 NASNet/separable_conv_2_normal_right2_1/separable_conv2d"; -"1252 NASNet/separable_conv_2_normal_right2_1/separable_conv2d" -> "1336 NASNet/separable_conv_2_bn_normal_right2_1/FusedBatchNormV3"; -"1253 NASNet/separable_conv_2_normal_left2_1/Sigmoid/ReadVariableOp/resource" -> "1254 NASNet/separable_conv_2_normal_left2_1/Sigmoid/ReadVariableOp"; -"1254 NASNet/separable_conv_2_normal_left2_1/Sigmoid/ReadVariableOp" -> "1255 NASNet/separable_conv_2_normal_left2_1/Sigmoid"; -"1255 NASNet/separable_conv_2_normal_left2_1/Sigmoid" -> "1256 NASNet/separable_conv_2_normal_left2_1/Round"; -"1256 NASNet/separable_conv_2_normal_left2_1/Round" -> "1259 NASNet/separable_conv_2_normal_left2_1/mul"; -"1257 NASNet/separable_conv_2_normal_left2_1/ReadVariableOp/resource" -> "1258 NASNet/separable_conv_2_normal_left2_1/ReadVariableOp"; -"1258 NASNet/separable_conv_2_normal_left2_1/ReadVariableOp" -> "1259 NASNet/separable_conv_2_normal_left2_1/mul"; -"1259 NASNet/separable_conv_2_normal_left2_1/mul" -> "1269 NASNet/separable_conv_2_normal_left2_1/separable_conv2d/depthwise"; -"1260 NASNet/separable_conv_2_normal_left2_1/Sigmoid_1/ReadVariableOp/resource" -> "1261 NASNet/separable_conv_2_normal_left2_1/Sigmoid_1/ReadVariableOp"; -"1261 NASNet/separable_conv_2_normal_left2_1/Sigmoid_1/ReadVariableOp" -> "1262 NASNet/separable_conv_2_normal_left2_1/Sigmoid_1"; -"1262 NASNet/separable_conv_2_normal_left2_1/Sigmoid_1" -> "1263 NASNet/separable_conv_2_normal_left2_1/Round_1"; -"1263 NASNet/separable_conv_2_normal_left2_1/Round_1" -> "1266 NASNet/separable_conv_2_normal_left2_1/mul_1"; -"1264 NASNet/separable_conv_2_normal_left2_1/ReadVariableOp_1/resource" -> "1265 NASNet/separable_conv_2_normal_left2_1/ReadVariableOp_1"; -"1265 NASNet/separable_conv_2_normal_left2_1/ReadVariableOp_1" -> "1266 NASNet/separable_conv_2_normal_left2_1/mul_1"; -"1266 NASNet/separable_conv_2_normal_left2_1/mul_1" -> "1270 NASNet/separable_conv_2_normal_left2_1/separable_conv2d"; -"1269 NASNet/separable_conv_2_normal_left2_1/separable_conv2d/depthwise" -> "1270 NASNet/separable_conv_2_normal_left2_1/separable_conv2d"; -"1270 NASNet/separable_conv_2_normal_left2_1/separable_conv2d" -> "1327 NASNet/separable_conv_2_bn_normal_left2_1/FusedBatchNormV3"; -"1271 NASNet/separable_conv_2_normal_right1_1/Sigmoid/ReadVariableOp/resource" -> "1272 NASNet/separable_conv_2_normal_right1_1/Sigmoid/ReadVariableOp"; -"1272 NASNet/separable_conv_2_normal_right1_1/Sigmoid/ReadVariableOp" -> "1273 NASNet/separable_conv_2_normal_right1_1/Sigmoid"; -"1273 NASNet/separable_conv_2_normal_right1_1/Sigmoid" -> "1274 NASNet/separable_conv_2_normal_right1_1/Round"; -"1274 NASNet/separable_conv_2_normal_right1_1/Round" -> "1277 NASNet/separable_conv_2_normal_right1_1/mul"; -"1275 NASNet/separable_conv_2_normal_right1_1/ReadVariableOp/resource" -> "1276 NASNet/separable_conv_2_normal_right1_1/ReadVariableOp"; -"1276 NASNet/separable_conv_2_normal_right1_1/ReadVariableOp" -> "1277 NASNet/separable_conv_2_normal_right1_1/mul"; -"1277 NASNet/separable_conv_2_normal_right1_1/mul" -> "1287 NASNet/separable_conv_2_normal_right1_1/separable_conv2d/depthwise"; -"1278 NASNet/separable_conv_2_normal_right1_1/Sigmoid_1/ReadVariableOp/resource" -> "1279 NASNet/separable_conv_2_normal_right1_1/Sigmoid_1/ReadVariableOp"; -"1279 NASNet/separable_conv_2_normal_right1_1/Sigmoid_1/ReadVariableOp" -> "1280 NASNet/separable_conv_2_normal_right1_1/Sigmoid_1"; -"1280 NASNet/separable_conv_2_normal_right1_1/Sigmoid_1" -> "1281 NASNet/separable_conv_2_normal_right1_1/Round_1"; -"1281 NASNet/separable_conv_2_normal_right1_1/Round_1" -> "1284 NASNet/separable_conv_2_normal_right1_1/mul_1"; -"1282 NASNet/separable_conv_2_normal_right1_1/ReadVariableOp_1/resource" -> "1283 NASNet/separable_conv_2_normal_right1_1/ReadVariableOp_1"; -"1283 NASNet/separable_conv_2_normal_right1_1/ReadVariableOp_1" -> "1284 NASNet/separable_conv_2_normal_right1_1/mul_1"; -"1284 NASNet/separable_conv_2_normal_right1_1/mul_1" -> "1288 NASNet/separable_conv_2_normal_right1_1/separable_conv2d"; -"1287 NASNet/separable_conv_2_normal_right1_1/separable_conv2d/depthwise" -> "1288 NASNet/separable_conv_2_normal_right1_1/separable_conv2d"; -"1288 NASNet/separable_conv_2_normal_right1_1/separable_conv2d" -> "1354 NASNet/separable_conv_2_bn_normal_right1_1/FusedBatchNormV3"; -"1289 NASNet/separable_conv_2_normal_left1_1/Sigmoid/ReadVariableOp/resource" -> "1290 NASNet/separable_conv_2_normal_left1_1/Sigmoid/ReadVariableOp"; -"1290 NASNet/separable_conv_2_normal_left1_1/Sigmoid/ReadVariableOp" -> "1291 NASNet/separable_conv_2_normal_left1_1/Sigmoid"; -"1291 NASNet/separable_conv_2_normal_left1_1/Sigmoid" -> "1292 NASNet/separable_conv_2_normal_left1_1/Round"; -"1292 NASNet/separable_conv_2_normal_left1_1/Round" -> "1295 NASNet/separable_conv_2_normal_left1_1/mul"; -"1293 NASNet/separable_conv_2_normal_left1_1/ReadVariableOp/resource" -> "1294 NASNet/separable_conv_2_normal_left1_1/ReadVariableOp"; -"1294 NASNet/separable_conv_2_normal_left1_1/ReadVariableOp" -> "1295 NASNet/separable_conv_2_normal_left1_1/mul"; -"1295 NASNet/separable_conv_2_normal_left1_1/mul" -> "1305 NASNet/separable_conv_2_normal_left1_1/separable_conv2d/depthwise"; -"1296 NASNet/separable_conv_2_normal_left1_1/Sigmoid_1/ReadVariableOp/resource" -> "1297 NASNet/separable_conv_2_normal_left1_1/Sigmoid_1/ReadVariableOp"; -"1297 NASNet/separable_conv_2_normal_left1_1/Sigmoid_1/ReadVariableOp" -> "1298 NASNet/separable_conv_2_normal_left1_1/Sigmoid_1"; -"1298 NASNet/separable_conv_2_normal_left1_1/Sigmoid_1" -> "1299 NASNet/separable_conv_2_normal_left1_1/Round_1"; -"1299 NASNet/separable_conv_2_normal_left1_1/Round_1" -> "1302 NASNet/separable_conv_2_normal_left1_1/mul_1"; -"1300 NASNet/separable_conv_2_normal_left1_1/ReadVariableOp_1/resource" -> "1301 NASNet/separable_conv_2_normal_left1_1/ReadVariableOp_1"; -"1301 NASNet/separable_conv_2_normal_left1_1/ReadVariableOp_1" -> "1302 NASNet/separable_conv_2_normal_left1_1/mul_1"; -"1302 NASNet/separable_conv_2_normal_left1_1/mul_1" -> "1306 NASNet/separable_conv_2_normal_left1_1/separable_conv2d"; -"1305 NASNet/separable_conv_2_normal_left1_1/separable_conv2d/depthwise" -> "1306 NASNet/separable_conv_2_normal_left1_1/separable_conv2d"; -"1306 NASNet/separable_conv_2_normal_left1_1/separable_conv2d" -> "1345 NASNet/separable_conv_2_bn_normal_left1_1/FusedBatchNormV3"; -"1307 NASNet/separable_conv_2_bn_normal_left5_1/ReadVariableOp/resource" -> "1308 NASNet/separable_conv_2_bn_normal_left5_1/ReadVariableOp"; -"1308 NASNet/separable_conv_2_bn_normal_left5_1/ReadVariableOp" -> "1315 NASNet/separable_conv_2_bn_normal_left5_1/FusedBatchNormV3"; -"1309 NASNet/separable_conv_2_bn_normal_left5_1/ReadVariableOp_1/resource" -> "1310 NASNet/separable_conv_2_bn_normal_left5_1/ReadVariableOp_1"; -"1310 NASNet/separable_conv_2_bn_normal_left5_1/ReadVariableOp_1" -> "1315 NASNet/separable_conv_2_bn_normal_left5_1/FusedBatchNormV3"; -"1311 NASNet/separable_conv_2_bn_normal_left5_1/FusedBatchNormV3/ReadVariableOp/resource" -> "1312 NASNet/separable_conv_2_bn_normal_left5_1/FusedBatchNormV3/ReadVariableOp"; -"1312 NASNet/separable_conv_2_bn_normal_left5_1/FusedBatchNormV3/ReadVariableOp" -> "1315 NASNet/separable_conv_2_bn_normal_left5_1/FusedBatchNormV3"; -"1313 NASNet/separable_conv_2_bn_normal_left5_1/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1314 NASNet/separable_conv_2_bn_normal_left5_1/FusedBatchNormV3/ReadVariableOp_1"; -"1314 NASNet/separable_conv_2_bn_normal_left5_1/FusedBatchNormV3/ReadVariableOp_1" -> "1315 NASNet/separable_conv_2_bn_normal_left5_1/FusedBatchNormV3"; -"1315 NASNet/separable_conv_2_bn_normal_left5_1/FusedBatchNormV3" -> "1359 NASNet/normal_add_5_1/add"; -"1316 NASNet/normal_left4_1/AvgPool" -> "1358 NASNet/normal_add_4_1/add"; -"1317 NASNet/normal_right4_1/AvgPool" -> "1358 NASNet/normal_add_4_1/add"; -"1318 NASNet/normal_left3_1/AvgPool" -> "1357 NASNet/normal_add_3_1/add"; -"1319 NASNet/separable_conv_2_bn_normal_left2_1/ReadVariableOp/resource" -> "1320 NASNet/separable_conv_2_bn_normal_left2_1/ReadVariableOp"; -"1320 NASNet/separable_conv_2_bn_normal_left2_1/ReadVariableOp" -> "1327 NASNet/separable_conv_2_bn_normal_left2_1/FusedBatchNormV3"; -"1321 NASNet/separable_conv_2_bn_normal_left2_1/ReadVariableOp_1/resource" -> "1322 NASNet/separable_conv_2_bn_normal_left2_1/ReadVariableOp_1"; -"1322 NASNet/separable_conv_2_bn_normal_left2_1/ReadVariableOp_1" -> "1327 NASNet/separable_conv_2_bn_normal_left2_1/FusedBatchNormV3"; -"1323 NASNet/separable_conv_2_bn_normal_left2_1/FusedBatchNormV3/ReadVariableOp/resource" -> "1324 NASNet/separable_conv_2_bn_normal_left2_1/FusedBatchNormV3/ReadVariableOp"; -"1324 NASNet/separable_conv_2_bn_normal_left2_1/FusedBatchNormV3/ReadVariableOp" -> "1327 NASNet/separable_conv_2_bn_normal_left2_1/FusedBatchNormV3"; -"1325 NASNet/separable_conv_2_bn_normal_left2_1/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1326 NASNet/separable_conv_2_bn_normal_left2_1/FusedBatchNormV3/ReadVariableOp_1"; -"1326 NASNet/separable_conv_2_bn_normal_left2_1/FusedBatchNormV3/ReadVariableOp_1" -> "1327 NASNet/separable_conv_2_bn_normal_left2_1/FusedBatchNormV3"; -"1327 NASNet/separable_conv_2_bn_normal_left2_1/FusedBatchNormV3" -> "1356 NASNet/normal_add_2_1/add"; -"1328 NASNet/separable_conv_2_bn_normal_right2_1/ReadVariableOp/resource" -> "1329 NASNet/separable_conv_2_bn_normal_right2_1/ReadVariableOp"; -"1329 NASNet/separable_conv_2_bn_normal_right2_1/ReadVariableOp" -> "1336 NASNet/separable_conv_2_bn_normal_right2_1/FusedBatchNormV3"; -"1330 NASNet/separable_conv_2_bn_normal_right2_1/ReadVariableOp_1/resource" -> "1331 NASNet/separable_conv_2_bn_normal_right2_1/ReadVariableOp_1"; -"1331 NASNet/separable_conv_2_bn_normal_right2_1/ReadVariableOp_1" -> "1336 NASNet/separable_conv_2_bn_normal_right2_1/FusedBatchNormV3"; -"1332 NASNet/separable_conv_2_bn_normal_right2_1/FusedBatchNormV3/ReadVariableOp/resource" -> "1333 NASNet/separable_conv_2_bn_normal_right2_1/FusedBatchNormV3/ReadVariableOp"; -"1333 NASNet/separable_conv_2_bn_normal_right2_1/FusedBatchNormV3/ReadVariableOp" -> "1336 NASNet/separable_conv_2_bn_normal_right2_1/FusedBatchNormV3"; -"1334 NASNet/separable_conv_2_bn_normal_right2_1/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1335 NASNet/separable_conv_2_bn_normal_right2_1/FusedBatchNormV3/ReadVariableOp_1"; -"1335 NASNet/separable_conv_2_bn_normal_right2_1/FusedBatchNormV3/ReadVariableOp_1" -> "1336 NASNet/separable_conv_2_bn_normal_right2_1/FusedBatchNormV3"; -"1336 NASNet/separable_conv_2_bn_normal_right2_1/FusedBatchNormV3" -> "1356 NASNet/normal_add_2_1/add"; -"1337 NASNet/separable_conv_2_bn_normal_left1_1/ReadVariableOp/resource" -> "1338 NASNet/separable_conv_2_bn_normal_left1_1/ReadVariableOp"; -"1338 NASNet/separable_conv_2_bn_normal_left1_1/ReadVariableOp" -> "1345 NASNet/separable_conv_2_bn_normal_left1_1/FusedBatchNormV3"; -"1339 NASNet/separable_conv_2_bn_normal_left1_1/ReadVariableOp_1/resource" -> "1340 NASNet/separable_conv_2_bn_normal_left1_1/ReadVariableOp_1"; -"1340 NASNet/separable_conv_2_bn_normal_left1_1/ReadVariableOp_1" -> "1345 NASNet/separable_conv_2_bn_normal_left1_1/FusedBatchNormV3"; -"1341 NASNet/separable_conv_2_bn_normal_left1_1/FusedBatchNormV3/ReadVariableOp/resource" -> "1342 NASNet/separable_conv_2_bn_normal_left1_1/FusedBatchNormV3/ReadVariableOp"; -"1342 NASNet/separable_conv_2_bn_normal_left1_1/FusedBatchNormV3/ReadVariableOp" -> "1345 NASNet/separable_conv_2_bn_normal_left1_1/FusedBatchNormV3"; -"1343 NASNet/separable_conv_2_bn_normal_left1_1/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1344 NASNet/separable_conv_2_bn_normal_left1_1/FusedBatchNormV3/ReadVariableOp_1"; -"1344 NASNet/separable_conv_2_bn_normal_left1_1/FusedBatchNormV3/ReadVariableOp_1" -> "1345 NASNet/separable_conv_2_bn_normal_left1_1/FusedBatchNormV3"; -"1345 NASNet/separable_conv_2_bn_normal_left1_1/FusedBatchNormV3" -> "1355 NASNet/normal_add_1_1/add"; -"1346 NASNet/separable_conv_2_bn_normal_right1_1/ReadVariableOp/resource" -> "1347 NASNet/separable_conv_2_bn_normal_right1_1/ReadVariableOp"; -"1347 NASNet/separable_conv_2_bn_normal_right1_1/ReadVariableOp" -> "1354 NASNet/separable_conv_2_bn_normal_right1_1/FusedBatchNormV3"; -"1348 NASNet/separable_conv_2_bn_normal_right1_1/ReadVariableOp_1/resource" -> "1349 NASNet/separable_conv_2_bn_normal_right1_1/ReadVariableOp_1"; -"1349 NASNet/separable_conv_2_bn_normal_right1_1/ReadVariableOp_1" -> "1354 NASNet/separable_conv_2_bn_normal_right1_1/FusedBatchNormV3"; -"1350 NASNet/separable_conv_2_bn_normal_right1_1/FusedBatchNormV3/ReadVariableOp/resource" -> "1351 NASNet/separable_conv_2_bn_normal_right1_1/FusedBatchNormV3/ReadVariableOp"; -"1351 NASNet/separable_conv_2_bn_normal_right1_1/FusedBatchNormV3/ReadVariableOp" -> "1354 NASNet/separable_conv_2_bn_normal_right1_1/FusedBatchNormV3"; -"1352 NASNet/separable_conv_2_bn_normal_right1_1/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1353 NASNet/separable_conv_2_bn_normal_right1_1/FusedBatchNormV3/ReadVariableOp_1"; -"1353 NASNet/separable_conv_2_bn_normal_right1_1/FusedBatchNormV3/ReadVariableOp_1" -> "1354 NASNet/separable_conv_2_bn_normal_right1_1/FusedBatchNormV3"; -"1354 NASNet/separable_conv_2_bn_normal_right1_1/FusedBatchNormV3" -> "1355 NASNet/normal_add_1_1/add"; -"1355 NASNet/normal_add_1_1/add" -> "1361 NASNet/normal_concat_1/concat"; -"1356 NASNet/normal_add_2_1/add" -> "1361 NASNet/normal_concat_1/concat"; -"1357 NASNet/normal_add_3_1/add" -> "1361 NASNet/normal_concat_1/concat"; -"1358 NASNet/normal_add_4_1/add" -> "1361 NASNet/normal_concat_1/concat"; -"1359 NASNet/normal_add_5_1/add" -> "1361 NASNet/normal_concat_1/concat"; -"1360 NASNet/normal_concat_1/concat/axis" -> "1361 NASNet/normal_concat_1/concat"; -"1361 NASNet/normal_concat_1/concat" -> "1362 NASNet/activation_46/Relu"; -"1361 NASNet/normal_concat_1/concat" -> "1689 NASNet/activation_57/Relu"; -"1362 NASNet/activation_46/Relu" -> "1371 NASNet/normal_conv_1_2/Conv2D"; -"1363 NASNet/activation_45/Relu" -> "1379 NASNet/adjust_conv_projection_2/Conv2D"; -"1364 NASNet/normal_conv_1_2/Sigmoid/ReadVariableOp/resource" -> "1365 NASNet/normal_conv_1_2/Sigmoid/ReadVariableOp"; -"1365 NASNet/normal_conv_1_2/Sigmoid/ReadVariableOp" -> "1366 NASNet/normal_conv_1_2/Sigmoid"; -"1366 NASNet/normal_conv_1_2/Sigmoid" -> "1367 NASNet/normal_conv_1_2/Round"; -"1367 NASNet/normal_conv_1_2/Round" -> "1370 NASNet/normal_conv_1_2/mul"; -"1368 NASNet/normal_conv_1_2/ReadVariableOp/resource" -> "1369 NASNet/normal_conv_1_2/ReadVariableOp"; -"1369 NASNet/normal_conv_1_2/ReadVariableOp" -> "1370 NASNet/normal_conv_1_2/mul"; -"1370 NASNet/normal_conv_1_2/mul" -> "1371 NASNet/normal_conv_1_2/Conv2D"; -"1371 NASNet/normal_conv_1_2/Conv2D" -> "1397 NASNet/normal_bn_1_2/FusedBatchNormV3"; -"1372 NASNet/adjust_conv_projection_2/Sigmoid/ReadVariableOp/resource" -> "1373 NASNet/adjust_conv_projection_2/Sigmoid/ReadVariableOp"; -"1373 NASNet/adjust_conv_projection_2/Sigmoid/ReadVariableOp" -> "1374 NASNet/adjust_conv_projection_2/Sigmoid"; -"1374 NASNet/adjust_conv_projection_2/Sigmoid" -> "1375 NASNet/adjust_conv_projection_2/Round"; -"1375 NASNet/adjust_conv_projection_2/Round" -> "1378 NASNet/adjust_conv_projection_2/mul"; -"1376 NASNet/adjust_conv_projection_2/ReadVariableOp/resource" -> "1377 NASNet/adjust_conv_projection_2/ReadVariableOp"; -"1377 NASNet/adjust_conv_projection_2/ReadVariableOp" -> "1378 NASNet/adjust_conv_projection_2/mul"; -"1378 NASNet/adjust_conv_projection_2/mul" -> "1379 NASNet/adjust_conv_projection_2/Conv2D"; -"1379 NASNet/adjust_conv_projection_2/Conv2D" -> "1388 NASNet/adjust_bn_2/FusedBatchNormV3"; -"1380 NASNet/adjust_bn_2/ReadVariableOp/resource" -> "1381 NASNet/adjust_bn_2/ReadVariableOp"; -"1381 NASNet/adjust_bn_2/ReadVariableOp" -> "1388 NASNet/adjust_bn_2/FusedBatchNormV3"; -"1382 NASNet/adjust_bn_2/ReadVariableOp_1/resource" -> "1383 NASNet/adjust_bn_2/ReadVariableOp_1"; -"1383 NASNet/adjust_bn_2/ReadVariableOp_1" -> "1388 NASNet/adjust_bn_2/FusedBatchNormV3"; -"1384 NASNet/adjust_bn_2/FusedBatchNormV3/ReadVariableOp/resource" -> "1385 NASNet/adjust_bn_2/FusedBatchNormV3/ReadVariableOp"; -"1385 NASNet/adjust_bn_2/FusedBatchNormV3/ReadVariableOp" -> "1388 NASNet/adjust_bn_2/FusedBatchNormV3"; -"1386 NASNet/adjust_bn_2/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1387 NASNet/adjust_bn_2/FusedBatchNormV3/ReadVariableOp_1"; -"1387 NASNet/adjust_bn_2/FusedBatchNormV3/ReadVariableOp_1" -> "1388 NASNet/adjust_bn_2/FusedBatchNormV3"; -"1388 NASNet/adjust_bn_2/FusedBatchNormV3" -> "1399 NASNet/activation_53/Relu"; -"1388 NASNet/adjust_bn_2/FusedBatchNormV3" -> "1400 NASNet/activation_51/Relu"; -"1388 NASNet/adjust_bn_2/FusedBatchNormV3" -> "1401 NASNet/activation_49/Relu"; -"1388 NASNet/adjust_bn_2/FusedBatchNormV3" -> "1642 NASNet/normal_left4_2/AvgPool"; -"1388 NASNet/adjust_bn_2/FusedBatchNormV3" -> "1643 NASNet/normal_right4_2/AvgPool"; -"1388 NASNet/adjust_bn_2/FusedBatchNormV3" -> "1683 NASNet/normal_add_3_2/add"; -"1388 NASNet/adjust_bn_2/FusedBatchNormV3" -> "1687 NASNet/normal_concat_2/concat"; -"1389 NASNet/normal_bn_1_2/ReadVariableOp/resource" -> "1390 NASNet/normal_bn_1_2/ReadVariableOp"; -"1390 NASNet/normal_bn_1_2/ReadVariableOp" -> "1397 NASNet/normal_bn_1_2/FusedBatchNormV3"; -"1391 NASNet/normal_bn_1_2/ReadVariableOp_1/resource" -> "1392 NASNet/normal_bn_1_2/ReadVariableOp_1"; -"1392 NASNet/normal_bn_1_2/ReadVariableOp_1" -> "1397 NASNet/normal_bn_1_2/FusedBatchNormV3"; -"1393 NASNet/normal_bn_1_2/FusedBatchNormV3/ReadVariableOp/resource" -> "1394 NASNet/normal_bn_1_2/FusedBatchNormV3/ReadVariableOp"; -"1394 NASNet/normal_bn_1_2/FusedBatchNormV3/ReadVariableOp" -> "1397 NASNet/normal_bn_1_2/FusedBatchNormV3"; -"1395 NASNet/normal_bn_1_2/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1396 NASNet/normal_bn_1_2/FusedBatchNormV3/ReadVariableOp_1"; -"1396 NASNet/normal_bn_1_2/FusedBatchNormV3/ReadVariableOp_1" -> "1397 NASNet/normal_bn_1_2/FusedBatchNormV3"; -"1397 NASNet/normal_bn_1_2/FusedBatchNormV3" -> "1398 NASNet/activation_55/Relu"; -"1397 NASNet/normal_bn_1_2/FusedBatchNormV3" -> "1402 NASNet/activation_47/Relu"; -"1397 NASNet/normal_bn_1_2/FusedBatchNormV3" -> "1644 NASNet/normal_left3_2/AvgPool"; -"1397 NASNet/normal_bn_1_2/FusedBatchNormV3" -> "1685 NASNet/normal_add_5_2/add"; -"1398 NASNet/activation_55/Relu" -> "1419 NASNet/separable_conv_1_normal_left5_2/separable_conv2d/depthwise"; -"1399 NASNet/activation_53/Relu" -> "1437 NASNet/separable_conv_1_normal_right2_2/separable_conv2d/depthwise"; -"1400 NASNet/activation_51/Relu" -> "1455 NASNet/separable_conv_1_normal_left2_2/separable_conv2d/depthwise"; -"1401 NASNet/activation_49/Relu" -> "1473 NASNet/separable_conv_1_normal_right1_2/separable_conv2d/depthwise"; -"1402 NASNet/activation_47/Relu" -> "1491 NASNet/separable_conv_1_normal_left1_2/separable_conv2d/depthwise"; -"1403 NASNet/separable_conv_1_normal_left5_2/Sigmoid/ReadVariableOp/resource" -> "1404 NASNet/separable_conv_1_normal_left5_2/Sigmoid/ReadVariableOp"; -"1404 NASNet/separable_conv_1_normal_left5_2/Sigmoid/ReadVariableOp" -> "1405 NASNet/separable_conv_1_normal_left5_2/Sigmoid"; -"1405 NASNet/separable_conv_1_normal_left5_2/Sigmoid" -> "1406 NASNet/separable_conv_1_normal_left5_2/Round"; -"1406 NASNet/separable_conv_1_normal_left5_2/Round" -> "1409 NASNet/separable_conv_1_normal_left5_2/mul"; -"1407 NASNet/separable_conv_1_normal_left5_2/ReadVariableOp/resource" -> "1408 NASNet/separable_conv_1_normal_left5_2/ReadVariableOp"; -"1408 NASNet/separable_conv_1_normal_left5_2/ReadVariableOp" -> "1409 NASNet/separable_conv_1_normal_left5_2/mul"; -"1409 NASNet/separable_conv_1_normal_left5_2/mul" -> "1419 NASNet/separable_conv_1_normal_left5_2/separable_conv2d/depthwise"; -"1410 NASNet/separable_conv_1_normal_left5_2/Sigmoid_1/ReadVariableOp/resource" -> "1411 NASNet/separable_conv_1_normal_left5_2/Sigmoid_1/ReadVariableOp"; -"1411 NASNet/separable_conv_1_normal_left5_2/Sigmoid_1/ReadVariableOp" -> "1412 NASNet/separable_conv_1_normal_left5_2/Sigmoid_1"; -"1412 NASNet/separable_conv_1_normal_left5_2/Sigmoid_1" -> "1413 NASNet/separable_conv_1_normal_left5_2/Round_1"; -"1413 NASNet/separable_conv_1_normal_left5_2/Round_1" -> "1416 NASNet/separable_conv_1_normal_left5_2/mul_1"; -"1414 NASNet/separable_conv_1_normal_left5_2/ReadVariableOp_1/resource" -> "1415 NASNet/separable_conv_1_normal_left5_2/ReadVariableOp_1"; -"1415 NASNet/separable_conv_1_normal_left5_2/ReadVariableOp_1" -> "1416 NASNet/separable_conv_1_normal_left5_2/mul_1"; -"1416 NASNet/separable_conv_1_normal_left5_2/mul_1" -> "1420 NASNet/separable_conv_1_normal_left5_2/separable_conv2d"; -"1419 NASNet/separable_conv_1_normal_left5_2/separable_conv2d/depthwise" -> "1420 NASNet/separable_conv_1_normal_left5_2/separable_conv2d"; -"1420 NASNet/separable_conv_1_normal_left5_2/separable_conv2d" -> "1501 NASNet/separable_conv_1_bn_normal_left5_2/FusedBatchNormV3"; -"1421 NASNet/separable_conv_1_normal_right2_2/Sigmoid/ReadVariableOp/resource" -> "1422 NASNet/separable_conv_1_normal_right2_2/Sigmoid/ReadVariableOp"; -"1422 NASNet/separable_conv_1_normal_right2_2/Sigmoid/ReadVariableOp" -> "1423 NASNet/separable_conv_1_normal_right2_2/Sigmoid"; -"1423 NASNet/separable_conv_1_normal_right2_2/Sigmoid" -> "1424 NASNet/separable_conv_1_normal_right2_2/Round"; -"1424 NASNet/separable_conv_1_normal_right2_2/Round" -> "1427 NASNet/separable_conv_1_normal_right2_2/mul"; -"1425 NASNet/separable_conv_1_normal_right2_2/ReadVariableOp/resource" -> "1426 NASNet/separable_conv_1_normal_right2_2/ReadVariableOp"; -"1426 NASNet/separable_conv_1_normal_right2_2/ReadVariableOp" -> "1427 NASNet/separable_conv_1_normal_right2_2/mul"; -"1427 NASNet/separable_conv_1_normal_right2_2/mul" -> "1437 NASNet/separable_conv_1_normal_right2_2/separable_conv2d/depthwise"; -"1428 NASNet/separable_conv_1_normal_right2_2/Sigmoid_1/ReadVariableOp/resource" -> "1429 NASNet/separable_conv_1_normal_right2_2/Sigmoid_1/ReadVariableOp"; -"1429 NASNet/separable_conv_1_normal_right2_2/Sigmoid_1/ReadVariableOp" -> "1430 NASNet/separable_conv_1_normal_right2_2/Sigmoid_1"; -"1430 NASNet/separable_conv_1_normal_right2_2/Sigmoid_1" -> "1431 NASNet/separable_conv_1_normal_right2_2/Round_1"; -"1431 NASNet/separable_conv_1_normal_right2_2/Round_1" -> "1434 NASNet/separable_conv_1_normal_right2_2/mul_1"; -"1432 NASNet/separable_conv_1_normal_right2_2/ReadVariableOp_1/resource" -> "1433 NASNet/separable_conv_1_normal_right2_2/ReadVariableOp_1"; -"1433 NASNet/separable_conv_1_normal_right2_2/ReadVariableOp_1" -> "1434 NASNet/separable_conv_1_normal_right2_2/mul_1"; -"1434 NASNet/separable_conv_1_normal_right2_2/mul_1" -> "1438 NASNet/separable_conv_1_normal_right2_2/separable_conv2d"; -"1437 NASNet/separable_conv_1_normal_right2_2/separable_conv2d/depthwise" -> "1438 NASNet/separable_conv_1_normal_right2_2/separable_conv2d"; -"1438 NASNet/separable_conv_1_normal_right2_2/separable_conv2d" -> "1510 NASNet/separable_conv_1_bn_normal_right2_2/FusedBatchNormV3"; -"1439 NASNet/separable_conv_1_normal_left2_2/Sigmoid/ReadVariableOp/resource" -> "1440 NASNet/separable_conv_1_normal_left2_2/Sigmoid/ReadVariableOp"; -"1440 NASNet/separable_conv_1_normal_left2_2/Sigmoid/ReadVariableOp" -> "1441 NASNet/separable_conv_1_normal_left2_2/Sigmoid"; -"1441 NASNet/separable_conv_1_normal_left2_2/Sigmoid" -> "1442 NASNet/separable_conv_1_normal_left2_2/Round"; -"1442 NASNet/separable_conv_1_normal_left2_2/Round" -> "1445 NASNet/separable_conv_1_normal_left2_2/mul"; -"1443 NASNet/separable_conv_1_normal_left2_2/ReadVariableOp/resource" -> "1444 NASNet/separable_conv_1_normal_left2_2/ReadVariableOp"; -"1444 NASNet/separable_conv_1_normal_left2_2/ReadVariableOp" -> "1445 NASNet/separable_conv_1_normal_left2_2/mul"; -"1445 NASNet/separable_conv_1_normal_left2_2/mul" -> "1455 NASNet/separable_conv_1_normal_left2_2/separable_conv2d/depthwise"; -"1446 NASNet/separable_conv_1_normal_left2_2/Sigmoid_1/ReadVariableOp/resource" -> "1447 NASNet/separable_conv_1_normal_left2_2/Sigmoid_1/ReadVariableOp"; -"1447 NASNet/separable_conv_1_normal_left2_2/Sigmoid_1/ReadVariableOp" -> "1448 NASNet/separable_conv_1_normal_left2_2/Sigmoid_1"; -"1448 NASNet/separable_conv_1_normal_left2_2/Sigmoid_1" -> "1449 NASNet/separable_conv_1_normal_left2_2/Round_1"; -"1449 NASNet/separable_conv_1_normal_left2_2/Round_1" -> "1452 NASNet/separable_conv_1_normal_left2_2/mul_1"; -"1450 NASNet/separable_conv_1_normal_left2_2/ReadVariableOp_1/resource" -> "1451 NASNet/separable_conv_1_normal_left2_2/ReadVariableOp_1"; -"1451 NASNet/separable_conv_1_normal_left2_2/ReadVariableOp_1" -> "1452 NASNet/separable_conv_1_normal_left2_2/mul_1"; -"1452 NASNet/separable_conv_1_normal_left2_2/mul_1" -> "1456 NASNet/separable_conv_1_normal_left2_2/separable_conv2d"; -"1455 NASNet/separable_conv_1_normal_left2_2/separable_conv2d/depthwise" -> "1456 NASNet/separable_conv_1_normal_left2_2/separable_conv2d"; -"1456 NASNet/separable_conv_1_normal_left2_2/separable_conv2d" -> "1519 NASNet/separable_conv_1_bn_normal_left2_2/FusedBatchNormV3"; -"1457 NASNet/separable_conv_1_normal_right1_2/Sigmoid/ReadVariableOp/resource" -> "1458 NASNet/separable_conv_1_normal_right1_2/Sigmoid/ReadVariableOp"; -"1458 NASNet/separable_conv_1_normal_right1_2/Sigmoid/ReadVariableOp" -> "1459 NASNet/separable_conv_1_normal_right1_2/Sigmoid"; -"1459 NASNet/separable_conv_1_normal_right1_2/Sigmoid" -> "1460 NASNet/separable_conv_1_normal_right1_2/Round"; -"1460 NASNet/separable_conv_1_normal_right1_2/Round" -> "1463 NASNet/separable_conv_1_normal_right1_2/mul"; -"1461 NASNet/separable_conv_1_normal_right1_2/ReadVariableOp/resource" -> "1462 NASNet/separable_conv_1_normal_right1_2/ReadVariableOp"; -"1462 NASNet/separable_conv_1_normal_right1_2/ReadVariableOp" -> "1463 NASNet/separable_conv_1_normal_right1_2/mul"; -"1463 NASNet/separable_conv_1_normal_right1_2/mul" -> "1473 NASNet/separable_conv_1_normal_right1_2/separable_conv2d/depthwise"; -"1464 NASNet/separable_conv_1_normal_right1_2/Sigmoid_1/ReadVariableOp/resource" -> "1465 NASNet/separable_conv_1_normal_right1_2/Sigmoid_1/ReadVariableOp"; -"1465 NASNet/separable_conv_1_normal_right1_2/Sigmoid_1/ReadVariableOp" -> "1466 NASNet/separable_conv_1_normal_right1_2/Sigmoid_1"; -"1466 NASNet/separable_conv_1_normal_right1_2/Sigmoid_1" -> "1467 NASNet/separable_conv_1_normal_right1_2/Round_1"; -"1467 NASNet/separable_conv_1_normal_right1_2/Round_1" -> "1470 NASNet/separable_conv_1_normal_right1_2/mul_1"; -"1468 NASNet/separable_conv_1_normal_right1_2/ReadVariableOp_1/resource" -> "1469 NASNet/separable_conv_1_normal_right1_2/ReadVariableOp_1"; -"1469 NASNet/separable_conv_1_normal_right1_2/ReadVariableOp_1" -> "1470 NASNet/separable_conv_1_normal_right1_2/mul_1"; -"1470 NASNet/separable_conv_1_normal_right1_2/mul_1" -> "1474 NASNet/separable_conv_1_normal_right1_2/separable_conv2d"; -"1473 NASNet/separable_conv_1_normal_right1_2/separable_conv2d/depthwise" -> "1474 NASNet/separable_conv_1_normal_right1_2/separable_conv2d"; -"1474 NASNet/separable_conv_1_normal_right1_2/separable_conv2d" -> "1528 NASNet/separable_conv_1_bn_normal_right1_2/FusedBatchNormV3"; -"1475 NASNet/separable_conv_1_normal_left1_2/Sigmoid/ReadVariableOp/resource" -> "1476 NASNet/separable_conv_1_normal_left1_2/Sigmoid/ReadVariableOp"; -"1476 NASNet/separable_conv_1_normal_left1_2/Sigmoid/ReadVariableOp" -> "1477 NASNet/separable_conv_1_normal_left1_2/Sigmoid"; -"1477 NASNet/separable_conv_1_normal_left1_2/Sigmoid" -> "1478 NASNet/separable_conv_1_normal_left1_2/Round"; -"1478 NASNet/separable_conv_1_normal_left1_2/Round" -> "1481 NASNet/separable_conv_1_normal_left1_2/mul"; -"1479 NASNet/separable_conv_1_normal_left1_2/ReadVariableOp/resource" -> "1480 NASNet/separable_conv_1_normal_left1_2/ReadVariableOp"; -"1480 NASNet/separable_conv_1_normal_left1_2/ReadVariableOp" -> "1481 NASNet/separable_conv_1_normal_left1_2/mul"; -"1481 NASNet/separable_conv_1_normal_left1_2/mul" -> "1491 NASNet/separable_conv_1_normal_left1_2/separable_conv2d/depthwise"; -"1482 NASNet/separable_conv_1_normal_left1_2/Sigmoid_1/ReadVariableOp/resource" -> "1483 NASNet/separable_conv_1_normal_left1_2/Sigmoid_1/ReadVariableOp"; -"1483 NASNet/separable_conv_1_normal_left1_2/Sigmoid_1/ReadVariableOp" -> "1484 NASNet/separable_conv_1_normal_left1_2/Sigmoid_1"; -"1484 NASNet/separable_conv_1_normal_left1_2/Sigmoid_1" -> "1485 NASNet/separable_conv_1_normal_left1_2/Round_1"; -"1485 NASNet/separable_conv_1_normal_left1_2/Round_1" -> "1488 NASNet/separable_conv_1_normal_left1_2/mul_1"; -"1486 NASNet/separable_conv_1_normal_left1_2/ReadVariableOp_1/resource" -> "1487 NASNet/separable_conv_1_normal_left1_2/ReadVariableOp_1"; -"1487 NASNet/separable_conv_1_normal_left1_2/ReadVariableOp_1" -> "1488 NASNet/separable_conv_1_normal_left1_2/mul_1"; -"1488 NASNet/separable_conv_1_normal_left1_2/mul_1" -> "1492 NASNet/separable_conv_1_normal_left1_2/separable_conv2d"; -"1491 NASNet/separable_conv_1_normal_left1_2/separable_conv2d/depthwise" -> "1492 NASNet/separable_conv_1_normal_left1_2/separable_conv2d"; -"1492 NASNet/separable_conv_1_normal_left1_2/separable_conv2d" -> "1537 NASNet/separable_conv_1_bn_normal_left1_2/FusedBatchNormV3"; -"1493 NASNet/separable_conv_1_bn_normal_left5_2/ReadVariableOp/resource" -> "1494 NASNet/separable_conv_1_bn_normal_left5_2/ReadVariableOp"; -"1494 NASNet/separable_conv_1_bn_normal_left5_2/ReadVariableOp" -> "1501 NASNet/separable_conv_1_bn_normal_left5_2/FusedBatchNormV3"; -"1495 NASNet/separable_conv_1_bn_normal_left5_2/ReadVariableOp_1/resource" -> "1496 NASNet/separable_conv_1_bn_normal_left5_2/ReadVariableOp_1"; -"1496 NASNet/separable_conv_1_bn_normal_left5_2/ReadVariableOp_1" -> "1501 NASNet/separable_conv_1_bn_normal_left5_2/FusedBatchNormV3"; -"1497 NASNet/separable_conv_1_bn_normal_left5_2/FusedBatchNormV3/ReadVariableOp/resource" -> "1498 NASNet/separable_conv_1_bn_normal_left5_2/FusedBatchNormV3/ReadVariableOp"; -"1498 NASNet/separable_conv_1_bn_normal_left5_2/FusedBatchNormV3/ReadVariableOp" -> "1501 NASNet/separable_conv_1_bn_normal_left5_2/FusedBatchNormV3"; -"1499 NASNet/separable_conv_1_bn_normal_left5_2/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1500 NASNet/separable_conv_1_bn_normal_left5_2/FusedBatchNormV3/ReadVariableOp_1"; -"1500 NASNet/separable_conv_1_bn_normal_left5_2/FusedBatchNormV3/ReadVariableOp_1" -> "1501 NASNet/separable_conv_1_bn_normal_left5_2/FusedBatchNormV3"; -"1501 NASNet/separable_conv_1_bn_normal_left5_2/FusedBatchNormV3" -> "1538 NASNet/activation_56/Relu"; -"1502 NASNet/separable_conv_1_bn_normal_right2_2/ReadVariableOp/resource" -> "1503 NASNet/separable_conv_1_bn_normal_right2_2/ReadVariableOp"; -"1503 NASNet/separable_conv_1_bn_normal_right2_2/ReadVariableOp" -> "1510 NASNet/separable_conv_1_bn_normal_right2_2/FusedBatchNormV3"; -"1504 NASNet/separable_conv_1_bn_normal_right2_2/ReadVariableOp_1/resource" -> "1505 NASNet/separable_conv_1_bn_normal_right2_2/ReadVariableOp_1"; -"1505 NASNet/separable_conv_1_bn_normal_right2_2/ReadVariableOp_1" -> "1510 NASNet/separable_conv_1_bn_normal_right2_2/FusedBatchNormV3"; -"1506 NASNet/separable_conv_1_bn_normal_right2_2/FusedBatchNormV3/ReadVariableOp/resource" -> "1507 NASNet/separable_conv_1_bn_normal_right2_2/FusedBatchNormV3/ReadVariableOp"; -"1507 NASNet/separable_conv_1_bn_normal_right2_2/FusedBatchNormV3/ReadVariableOp" -> "1510 NASNet/separable_conv_1_bn_normal_right2_2/FusedBatchNormV3"; -"1508 NASNet/separable_conv_1_bn_normal_right2_2/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1509 NASNet/separable_conv_1_bn_normal_right2_2/FusedBatchNormV3/ReadVariableOp_1"; -"1509 NASNet/separable_conv_1_bn_normal_right2_2/FusedBatchNormV3/ReadVariableOp_1" -> "1510 NASNet/separable_conv_1_bn_normal_right2_2/FusedBatchNormV3"; -"1510 NASNet/separable_conv_1_bn_normal_right2_2/FusedBatchNormV3" -> "1539 NASNet/activation_54/Relu"; -"1511 NASNet/separable_conv_1_bn_normal_left2_2/ReadVariableOp/resource" -> "1512 NASNet/separable_conv_1_bn_normal_left2_2/ReadVariableOp"; -"1512 NASNet/separable_conv_1_bn_normal_left2_2/ReadVariableOp" -> "1519 NASNet/separable_conv_1_bn_normal_left2_2/FusedBatchNormV3"; -"1513 NASNet/separable_conv_1_bn_normal_left2_2/ReadVariableOp_1/resource" -> "1514 NASNet/separable_conv_1_bn_normal_left2_2/ReadVariableOp_1"; -"1514 NASNet/separable_conv_1_bn_normal_left2_2/ReadVariableOp_1" -> "1519 NASNet/separable_conv_1_bn_normal_left2_2/FusedBatchNormV3"; -"1515 NASNet/separable_conv_1_bn_normal_left2_2/FusedBatchNormV3/ReadVariableOp/resource" -> "1516 NASNet/separable_conv_1_bn_normal_left2_2/FusedBatchNormV3/ReadVariableOp"; -"1516 NASNet/separable_conv_1_bn_normal_left2_2/FusedBatchNormV3/ReadVariableOp" -> "1519 NASNet/separable_conv_1_bn_normal_left2_2/FusedBatchNormV3"; -"1517 NASNet/separable_conv_1_bn_normal_left2_2/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1518 NASNet/separable_conv_1_bn_normal_left2_2/FusedBatchNormV3/ReadVariableOp_1"; -"1518 NASNet/separable_conv_1_bn_normal_left2_2/FusedBatchNormV3/ReadVariableOp_1" -> "1519 NASNet/separable_conv_1_bn_normal_left2_2/FusedBatchNormV3"; -"1519 NASNet/separable_conv_1_bn_normal_left2_2/FusedBatchNormV3" -> "1540 NASNet/activation_52/Relu"; -"1520 NASNet/separable_conv_1_bn_normal_right1_2/ReadVariableOp/resource" -> "1521 NASNet/separable_conv_1_bn_normal_right1_2/ReadVariableOp"; -"1521 NASNet/separable_conv_1_bn_normal_right1_2/ReadVariableOp" -> "1528 NASNet/separable_conv_1_bn_normal_right1_2/FusedBatchNormV3"; -"1522 NASNet/separable_conv_1_bn_normal_right1_2/ReadVariableOp_1/resource" -> "1523 NASNet/separable_conv_1_bn_normal_right1_2/ReadVariableOp_1"; -"1523 NASNet/separable_conv_1_bn_normal_right1_2/ReadVariableOp_1" -> "1528 NASNet/separable_conv_1_bn_normal_right1_2/FusedBatchNormV3"; -"1524 NASNet/separable_conv_1_bn_normal_right1_2/FusedBatchNormV3/ReadVariableOp/resource" -> "1525 NASNet/separable_conv_1_bn_normal_right1_2/FusedBatchNormV3/ReadVariableOp"; -"1525 NASNet/separable_conv_1_bn_normal_right1_2/FusedBatchNormV3/ReadVariableOp" -> "1528 NASNet/separable_conv_1_bn_normal_right1_2/FusedBatchNormV3"; -"1526 NASNet/separable_conv_1_bn_normal_right1_2/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1527 NASNet/separable_conv_1_bn_normal_right1_2/FusedBatchNormV3/ReadVariableOp_1"; -"1527 NASNet/separable_conv_1_bn_normal_right1_2/FusedBatchNormV3/ReadVariableOp_1" -> "1528 NASNet/separable_conv_1_bn_normal_right1_2/FusedBatchNormV3"; -"1528 NASNet/separable_conv_1_bn_normal_right1_2/FusedBatchNormV3" -> "1541 NASNet/activation_50/Relu"; -"1529 NASNet/separable_conv_1_bn_normal_left1_2/ReadVariableOp/resource" -> "1530 NASNet/separable_conv_1_bn_normal_left1_2/ReadVariableOp"; -"1530 NASNet/separable_conv_1_bn_normal_left1_2/ReadVariableOp" -> "1537 NASNet/separable_conv_1_bn_normal_left1_2/FusedBatchNormV3"; -"1531 NASNet/separable_conv_1_bn_normal_left1_2/ReadVariableOp_1/resource" -> "1532 NASNet/separable_conv_1_bn_normal_left1_2/ReadVariableOp_1"; -"1532 NASNet/separable_conv_1_bn_normal_left1_2/ReadVariableOp_1" -> "1537 NASNet/separable_conv_1_bn_normal_left1_2/FusedBatchNormV3"; -"1533 NASNet/separable_conv_1_bn_normal_left1_2/FusedBatchNormV3/ReadVariableOp/resource" -> "1534 NASNet/separable_conv_1_bn_normal_left1_2/FusedBatchNormV3/ReadVariableOp"; -"1534 NASNet/separable_conv_1_bn_normal_left1_2/FusedBatchNormV3/ReadVariableOp" -> "1537 NASNet/separable_conv_1_bn_normal_left1_2/FusedBatchNormV3"; -"1535 NASNet/separable_conv_1_bn_normal_left1_2/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1536 NASNet/separable_conv_1_bn_normal_left1_2/FusedBatchNormV3/ReadVariableOp_1"; -"1536 NASNet/separable_conv_1_bn_normal_left1_2/FusedBatchNormV3/ReadVariableOp_1" -> "1537 NASNet/separable_conv_1_bn_normal_left1_2/FusedBatchNormV3"; -"1537 NASNet/separable_conv_1_bn_normal_left1_2/FusedBatchNormV3" -> "1542 NASNet/activation_48/Relu"; -"1538 NASNet/activation_56/Relu" -> "1559 NASNet/separable_conv_2_normal_left5_2/separable_conv2d/depthwise"; -"1539 NASNet/activation_54/Relu" -> "1577 NASNet/separable_conv_2_normal_right2_2/separable_conv2d/depthwise"; -"1540 NASNet/activation_52/Relu" -> "1595 NASNet/separable_conv_2_normal_left2_2/separable_conv2d/depthwise"; -"1541 NASNet/activation_50/Relu" -> "1613 NASNet/separable_conv_2_normal_right1_2/separable_conv2d/depthwise"; -"1542 NASNet/activation_48/Relu" -> "1631 NASNet/separable_conv_2_normal_left1_2/separable_conv2d/depthwise"; -"1543 NASNet/separable_conv_2_normal_left5_2/Sigmoid/ReadVariableOp/resource" -> "1544 NASNet/separable_conv_2_normal_left5_2/Sigmoid/ReadVariableOp"; -"1544 NASNet/separable_conv_2_normal_left5_2/Sigmoid/ReadVariableOp" -> "1545 NASNet/separable_conv_2_normal_left5_2/Sigmoid"; -"1545 NASNet/separable_conv_2_normal_left5_2/Sigmoid" -> "1546 NASNet/separable_conv_2_normal_left5_2/Round"; -"1546 NASNet/separable_conv_2_normal_left5_2/Round" -> "1549 NASNet/separable_conv_2_normal_left5_2/mul"; -"1547 NASNet/separable_conv_2_normal_left5_2/ReadVariableOp/resource" -> "1548 NASNet/separable_conv_2_normal_left5_2/ReadVariableOp"; -"1548 NASNet/separable_conv_2_normal_left5_2/ReadVariableOp" -> "1549 NASNet/separable_conv_2_normal_left5_2/mul"; -"1549 NASNet/separable_conv_2_normal_left5_2/mul" -> "1559 NASNet/separable_conv_2_normal_left5_2/separable_conv2d/depthwise"; -"1550 NASNet/separable_conv_2_normal_left5_2/Sigmoid_1/ReadVariableOp/resource" -> "1551 NASNet/separable_conv_2_normal_left5_2/Sigmoid_1/ReadVariableOp"; -"1551 NASNet/separable_conv_2_normal_left5_2/Sigmoid_1/ReadVariableOp" -> "1552 NASNet/separable_conv_2_normal_left5_2/Sigmoid_1"; -"1552 NASNet/separable_conv_2_normal_left5_2/Sigmoid_1" -> "1553 NASNet/separable_conv_2_normal_left5_2/Round_1"; -"1553 NASNet/separable_conv_2_normal_left5_2/Round_1" -> "1556 NASNet/separable_conv_2_normal_left5_2/mul_1"; -"1554 NASNet/separable_conv_2_normal_left5_2/ReadVariableOp_1/resource" -> "1555 NASNet/separable_conv_2_normal_left5_2/ReadVariableOp_1"; -"1555 NASNet/separable_conv_2_normal_left5_2/ReadVariableOp_1" -> "1556 NASNet/separable_conv_2_normal_left5_2/mul_1"; -"1556 NASNet/separable_conv_2_normal_left5_2/mul_1" -> "1560 NASNet/separable_conv_2_normal_left5_2/separable_conv2d"; -"1559 NASNet/separable_conv_2_normal_left5_2/separable_conv2d/depthwise" -> "1560 NASNet/separable_conv_2_normal_left5_2/separable_conv2d"; -"1560 NASNet/separable_conv_2_normal_left5_2/separable_conv2d" -> "1641 NASNet/separable_conv_2_bn_normal_left5_2/FusedBatchNormV3"; -"1561 NASNet/separable_conv_2_normal_right2_2/Sigmoid/ReadVariableOp/resource" -> "1562 NASNet/separable_conv_2_normal_right2_2/Sigmoid/ReadVariableOp"; -"1562 NASNet/separable_conv_2_normal_right2_2/Sigmoid/ReadVariableOp" -> "1563 NASNet/separable_conv_2_normal_right2_2/Sigmoid"; -"1563 NASNet/separable_conv_2_normal_right2_2/Sigmoid" -> "1564 NASNet/separable_conv_2_normal_right2_2/Round"; -"1564 NASNet/separable_conv_2_normal_right2_2/Round" -> "1567 NASNet/separable_conv_2_normal_right2_2/mul"; -"1565 NASNet/separable_conv_2_normal_right2_2/ReadVariableOp/resource" -> "1566 NASNet/separable_conv_2_normal_right2_2/ReadVariableOp"; -"1566 NASNet/separable_conv_2_normal_right2_2/ReadVariableOp" -> "1567 NASNet/separable_conv_2_normal_right2_2/mul"; -"1567 NASNet/separable_conv_2_normal_right2_2/mul" -> "1577 NASNet/separable_conv_2_normal_right2_2/separable_conv2d/depthwise"; -"1568 NASNet/separable_conv_2_normal_right2_2/Sigmoid_1/ReadVariableOp/resource" -> "1569 NASNet/separable_conv_2_normal_right2_2/Sigmoid_1/ReadVariableOp"; -"1569 NASNet/separable_conv_2_normal_right2_2/Sigmoid_1/ReadVariableOp" -> "1570 NASNet/separable_conv_2_normal_right2_2/Sigmoid_1"; -"1570 NASNet/separable_conv_2_normal_right2_2/Sigmoid_1" -> "1571 NASNet/separable_conv_2_normal_right2_2/Round_1"; -"1571 NASNet/separable_conv_2_normal_right2_2/Round_1" -> "1574 NASNet/separable_conv_2_normal_right2_2/mul_1"; -"1572 NASNet/separable_conv_2_normal_right2_2/ReadVariableOp_1/resource" -> "1573 NASNet/separable_conv_2_normal_right2_2/ReadVariableOp_1"; -"1573 NASNet/separable_conv_2_normal_right2_2/ReadVariableOp_1" -> "1574 NASNet/separable_conv_2_normal_right2_2/mul_1"; -"1574 NASNet/separable_conv_2_normal_right2_2/mul_1" -> "1578 NASNet/separable_conv_2_normal_right2_2/separable_conv2d"; -"1577 NASNet/separable_conv_2_normal_right2_2/separable_conv2d/depthwise" -> "1578 NASNet/separable_conv_2_normal_right2_2/separable_conv2d"; -"1578 NASNet/separable_conv_2_normal_right2_2/separable_conv2d" -> "1662 NASNet/separable_conv_2_bn_normal_right2_2/FusedBatchNormV3"; -"1579 NASNet/separable_conv_2_normal_left2_2/Sigmoid/ReadVariableOp/resource" -> "1580 NASNet/separable_conv_2_normal_left2_2/Sigmoid/ReadVariableOp"; -"1580 NASNet/separable_conv_2_normal_left2_2/Sigmoid/ReadVariableOp" -> "1581 NASNet/separable_conv_2_normal_left2_2/Sigmoid"; -"1581 NASNet/separable_conv_2_normal_left2_2/Sigmoid" -> "1582 NASNet/separable_conv_2_normal_left2_2/Round"; -"1582 NASNet/separable_conv_2_normal_left2_2/Round" -> "1585 NASNet/separable_conv_2_normal_left2_2/mul"; -"1583 NASNet/separable_conv_2_normal_left2_2/ReadVariableOp/resource" -> "1584 NASNet/separable_conv_2_normal_left2_2/ReadVariableOp"; -"1584 NASNet/separable_conv_2_normal_left2_2/ReadVariableOp" -> "1585 NASNet/separable_conv_2_normal_left2_2/mul"; -"1585 NASNet/separable_conv_2_normal_left2_2/mul" -> "1595 NASNet/separable_conv_2_normal_left2_2/separable_conv2d/depthwise"; -"1586 NASNet/separable_conv_2_normal_left2_2/Sigmoid_1/ReadVariableOp/resource" -> "1587 NASNet/separable_conv_2_normal_left2_2/Sigmoid_1/ReadVariableOp"; -"1587 NASNet/separable_conv_2_normal_left2_2/Sigmoid_1/ReadVariableOp" -> "1588 NASNet/separable_conv_2_normal_left2_2/Sigmoid_1"; -"1588 NASNet/separable_conv_2_normal_left2_2/Sigmoid_1" -> "1589 NASNet/separable_conv_2_normal_left2_2/Round_1"; -"1589 NASNet/separable_conv_2_normal_left2_2/Round_1" -> "1592 NASNet/separable_conv_2_normal_left2_2/mul_1"; -"1590 NASNet/separable_conv_2_normal_left2_2/ReadVariableOp_1/resource" -> "1591 NASNet/separable_conv_2_normal_left2_2/ReadVariableOp_1"; -"1591 NASNet/separable_conv_2_normal_left2_2/ReadVariableOp_1" -> "1592 NASNet/separable_conv_2_normal_left2_2/mul_1"; -"1592 NASNet/separable_conv_2_normal_left2_2/mul_1" -> "1596 NASNet/separable_conv_2_normal_left2_2/separable_conv2d"; -"1595 NASNet/separable_conv_2_normal_left2_2/separable_conv2d/depthwise" -> "1596 NASNet/separable_conv_2_normal_left2_2/separable_conv2d"; -"1596 NASNet/separable_conv_2_normal_left2_2/separable_conv2d" -> "1653 NASNet/separable_conv_2_bn_normal_left2_2/FusedBatchNormV3"; -"1597 NASNet/separable_conv_2_normal_right1_2/Sigmoid/ReadVariableOp/resource" -> "1598 NASNet/separable_conv_2_normal_right1_2/Sigmoid/ReadVariableOp"; -"1598 NASNet/separable_conv_2_normal_right1_2/Sigmoid/ReadVariableOp" -> "1599 NASNet/separable_conv_2_normal_right1_2/Sigmoid"; -"1599 NASNet/separable_conv_2_normal_right1_2/Sigmoid" -> "1600 NASNet/separable_conv_2_normal_right1_2/Round"; -"1600 NASNet/separable_conv_2_normal_right1_2/Round" -> "1603 NASNet/separable_conv_2_normal_right1_2/mul"; -"1601 NASNet/separable_conv_2_normal_right1_2/ReadVariableOp/resource" -> "1602 NASNet/separable_conv_2_normal_right1_2/ReadVariableOp"; -"1602 NASNet/separable_conv_2_normal_right1_2/ReadVariableOp" -> "1603 NASNet/separable_conv_2_normal_right1_2/mul"; -"1603 NASNet/separable_conv_2_normal_right1_2/mul" -> "1613 NASNet/separable_conv_2_normal_right1_2/separable_conv2d/depthwise"; -"1604 NASNet/separable_conv_2_normal_right1_2/Sigmoid_1/ReadVariableOp/resource" -> "1605 NASNet/separable_conv_2_normal_right1_2/Sigmoid_1/ReadVariableOp"; -"1605 NASNet/separable_conv_2_normal_right1_2/Sigmoid_1/ReadVariableOp" -> "1606 NASNet/separable_conv_2_normal_right1_2/Sigmoid_1"; -"1606 NASNet/separable_conv_2_normal_right1_2/Sigmoid_1" -> "1607 NASNet/separable_conv_2_normal_right1_2/Round_1"; -"1607 NASNet/separable_conv_2_normal_right1_2/Round_1" -> "1610 NASNet/separable_conv_2_normal_right1_2/mul_1"; -"1608 NASNet/separable_conv_2_normal_right1_2/ReadVariableOp_1/resource" -> "1609 NASNet/separable_conv_2_normal_right1_2/ReadVariableOp_1"; -"1609 NASNet/separable_conv_2_normal_right1_2/ReadVariableOp_1" -> "1610 NASNet/separable_conv_2_normal_right1_2/mul_1"; -"1610 NASNet/separable_conv_2_normal_right1_2/mul_1" -> "1614 NASNet/separable_conv_2_normal_right1_2/separable_conv2d"; -"1613 NASNet/separable_conv_2_normal_right1_2/separable_conv2d/depthwise" -> "1614 NASNet/separable_conv_2_normal_right1_2/separable_conv2d"; -"1614 NASNet/separable_conv_2_normal_right1_2/separable_conv2d" -> "1680 NASNet/separable_conv_2_bn_normal_right1_2/FusedBatchNormV3"; -"1615 NASNet/separable_conv_2_normal_left1_2/Sigmoid/ReadVariableOp/resource" -> "1616 NASNet/separable_conv_2_normal_left1_2/Sigmoid/ReadVariableOp"; -"1616 NASNet/separable_conv_2_normal_left1_2/Sigmoid/ReadVariableOp" -> "1617 NASNet/separable_conv_2_normal_left1_2/Sigmoid"; -"1617 NASNet/separable_conv_2_normal_left1_2/Sigmoid" -> "1618 NASNet/separable_conv_2_normal_left1_2/Round"; -"1618 NASNet/separable_conv_2_normal_left1_2/Round" -> "1621 NASNet/separable_conv_2_normal_left1_2/mul"; -"1619 NASNet/separable_conv_2_normal_left1_2/ReadVariableOp/resource" -> "1620 NASNet/separable_conv_2_normal_left1_2/ReadVariableOp"; -"1620 NASNet/separable_conv_2_normal_left1_2/ReadVariableOp" -> "1621 NASNet/separable_conv_2_normal_left1_2/mul"; -"1621 NASNet/separable_conv_2_normal_left1_2/mul" -> "1631 NASNet/separable_conv_2_normal_left1_2/separable_conv2d/depthwise"; -"1622 NASNet/separable_conv_2_normal_left1_2/Sigmoid_1/ReadVariableOp/resource" -> "1623 NASNet/separable_conv_2_normal_left1_2/Sigmoid_1/ReadVariableOp"; -"1623 NASNet/separable_conv_2_normal_left1_2/Sigmoid_1/ReadVariableOp" -> "1624 NASNet/separable_conv_2_normal_left1_2/Sigmoid_1"; -"1624 NASNet/separable_conv_2_normal_left1_2/Sigmoid_1" -> "1625 NASNet/separable_conv_2_normal_left1_2/Round_1"; -"1625 NASNet/separable_conv_2_normal_left1_2/Round_1" -> "1628 NASNet/separable_conv_2_normal_left1_2/mul_1"; -"1626 NASNet/separable_conv_2_normal_left1_2/ReadVariableOp_1/resource" -> "1627 NASNet/separable_conv_2_normal_left1_2/ReadVariableOp_1"; -"1627 NASNet/separable_conv_2_normal_left1_2/ReadVariableOp_1" -> "1628 NASNet/separable_conv_2_normal_left1_2/mul_1"; -"1628 NASNet/separable_conv_2_normal_left1_2/mul_1" -> "1632 NASNet/separable_conv_2_normal_left1_2/separable_conv2d"; -"1631 NASNet/separable_conv_2_normal_left1_2/separable_conv2d/depthwise" -> "1632 NASNet/separable_conv_2_normal_left1_2/separable_conv2d"; -"1632 NASNet/separable_conv_2_normal_left1_2/separable_conv2d" -> "1671 NASNet/separable_conv_2_bn_normal_left1_2/FusedBatchNormV3"; -"1633 NASNet/separable_conv_2_bn_normal_left5_2/ReadVariableOp/resource" -> "1634 NASNet/separable_conv_2_bn_normal_left5_2/ReadVariableOp"; -"1634 NASNet/separable_conv_2_bn_normal_left5_2/ReadVariableOp" -> "1641 NASNet/separable_conv_2_bn_normal_left5_2/FusedBatchNormV3"; -"1635 NASNet/separable_conv_2_bn_normal_left5_2/ReadVariableOp_1/resource" -> "1636 NASNet/separable_conv_2_bn_normal_left5_2/ReadVariableOp_1"; -"1636 NASNet/separable_conv_2_bn_normal_left5_2/ReadVariableOp_1" -> "1641 NASNet/separable_conv_2_bn_normal_left5_2/FusedBatchNormV3"; -"1637 NASNet/separable_conv_2_bn_normal_left5_2/FusedBatchNormV3/ReadVariableOp/resource" -> "1638 NASNet/separable_conv_2_bn_normal_left5_2/FusedBatchNormV3/ReadVariableOp"; -"1638 NASNet/separable_conv_2_bn_normal_left5_2/FusedBatchNormV3/ReadVariableOp" -> "1641 NASNet/separable_conv_2_bn_normal_left5_2/FusedBatchNormV3"; -"1639 NASNet/separable_conv_2_bn_normal_left5_2/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1640 NASNet/separable_conv_2_bn_normal_left5_2/FusedBatchNormV3/ReadVariableOp_1"; -"1640 NASNet/separable_conv_2_bn_normal_left5_2/FusedBatchNormV3/ReadVariableOp_1" -> "1641 NASNet/separable_conv_2_bn_normal_left5_2/FusedBatchNormV3"; -"1641 NASNet/separable_conv_2_bn_normal_left5_2/FusedBatchNormV3" -> "1685 NASNet/normal_add_5_2/add"; -"1642 NASNet/normal_left4_2/AvgPool" -> "1684 NASNet/normal_add_4_2/add"; -"1643 NASNet/normal_right4_2/AvgPool" -> "1684 NASNet/normal_add_4_2/add"; -"1644 NASNet/normal_left3_2/AvgPool" -> "1683 NASNet/normal_add_3_2/add"; -"1645 NASNet/separable_conv_2_bn_normal_left2_2/ReadVariableOp/resource" -> "1646 NASNet/separable_conv_2_bn_normal_left2_2/ReadVariableOp"; -"1646 NASNet/separable_conv_2_bn_normal_left2_2/ReadVariableOp" -> "1653 NASNet/separable_conv_2_bn_normal_left2_2/FusedBatchNormV3"; -"1647 NASNet/separable_conv_2_bn_normal_left2_2/ReadVariableOp_1/resource" -> "1648 NASNet/separable_conv_2_bn_normal_left2_2/ReadVariableOp_1"; -"1648 NASNet/separable_conv_2_bn_normal_left2_2/ReadVariableOp_1" -> "1653 NASNet/separable_conv_2_bn_normal_left2_2/FusedBatchNormV3"; -"1649 NASNet/separable_conv_2_bn_normal_left2_2/FusedBatchNormV3/ReadVariableOp/resource" -> "1650 NASNet/separable_conv_2_bn_normal_left2_2/FusedBatchNormV3/ReadVariableOp"; -"1650 NASNet/separable_conv_2_bn_normal_left2_2/FusedBatchNormV3/ReadVariableOp" -> "1653 NASNet/separable_conv_2_bn_normal_left2_2/FusedBatchNormV3"; -"1651 NASNet/separable_conv_2_bn_normal_left2_2/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1652 NASNet/separable_conv_2_bn_normal_left2_2/FusedBatchNormV3/ReadVariableOp_1"; -"1652 NASNet/separable_conv_2_bn_normal_left2_2/FusedBatchNormV3/ReadVariableOp_1" -> "1653 NASNet/separable_conv_2_bn_normal_left2_2/FusedBatchNormV3"; -"1653 NASNet/separable_conv_2_bn_normal_left2_2/FusedBatchNormV3" -> "1682 NASNet/normal_add_2_2/add"; -"1654 NASNet/separable_conv_2_bn_normal_right2_2/ReadVariableOp/resource" -> "1655 NASNet/separable_conv_2_bn_normal_right2_2/ReadVariableOp"; -"1655 NASNet/separable_conv_2_bn_normal_right2_2/ReadVariableOp" -> "1662 NASNet/separable_conv_2_bn_normal_right2_2/FusedBatchNormV3"; -"1656 NASNet/separable_conv_2_bn_normal_right2_2/ReadVariableOp_1/resource" -> "1657 NASNet/separable_conv_2_bn_normal_right2_2/ReadVariableOp_1"; -"1657 NASNet/separable_conv_2_bn_normal_right2_2/ReadVariableOp_1" -> "1662 NASNet/separable_conv_2_bn_normal_right2_2/FusedBatchNormV3"; -"1658 NASNet/separable_conv_2_bn_normal_right2_2/FusedBatchNormV3/ReadVariableOp/resource" -> "1659 NASNet/separable_conv_2_bn_normal_right2_2/FusedBatchNormV3/ReadVariableOp"; -"1659 NASNet/separable_conv_2_bn_normal_right2_2/FusedBatchNormV3/ReadVariableOp" -> "1662 NASNet/separable_conv_2_bn_normal_right2_2/FusedBatchNormV3"; -"1660 NASNet/separable_conv_2_bn_normal_right2_2/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1661 NASNet/separable_conv_2_bn_normal_right2_2/FusedBatchNormV3/ReadVariableOp_1"; -"1661 NASNet/separable_conv_2_bn_normal_right2_2/FusedBatchNormV3/ReadVariableOp_1" -> "1662 NASNet/separable_conv_2_bn_normal_right2_2/FusedBatchNormV3"; -"1662 NASNet/separable_conv_2_bn_normal_right2_2/FusedBatchNormV3" -> "1682 NASNet/normal_add_2_2/add"; -"1663 NASNet/separable_conv_2_bn_normal_left1_2/ReadVariableOp/resource" -> "1664 NASNet/separable_conv_2_bn_normal_left1_2/ReadVariableOp"; -"1664 NASNet/separable_conv_2_bn_normal_left1_2/ReadVariableOp" -> "1671 NASNet/separable_conv_2_bn_normal_left1_2/FusedBatchNormV3"; -"1665 NASNet/separable_conv_2_bn_normal_left1_2/ReadVariableOp_1/resource" -> "1666 NASNet/separable_conv_2_bn_normal_left1_2/ReadVariableOp_1"; -"1666 NASNet/separable_conv_2_bn_normal_left1_2/ReadVariableOp_1" -> "1671 NASNet/separable_conv_2_bn_normal_left1_2/FusedBatchNormV3"; -"1667 NASNet/separable_conv_2_bn_normal_left1_2/FusedBatchNormV3/ReadVariableOp/resource" -> "1668 NASNet/separable_conv_2_bn_normal_left1_2/FusedBatchNormV3/ReadVariableOp"; -"1668 NASNet/separable_conv_2_bn_normal_left1_2/FusedBatchNormV3/ReadVariableOp" -> "1671 NASNet/separable_conv_2_bn_normal_left1_2/FusedBatchNormV3"; -"1669 NASNet/separable_conv_2_bn_normal_left1_2/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1670 NASNet/separable_conv_2_bn_normal_left1_2/FusedBatchNormV3/ReadVariableOp_1"; -"1670 NASNet/separable_conv_2_bn_normal_left1_2/FusedBatchNormV3/ReadVariableOp_1" -> "1671 NASNet/separable_conv_2_bn_normal_left1_2/FusedBatchNormV3"; -"1671 NASNet/separable_conv_2_bn_normal_left1_2/FusedBatchNormV3" -> "1681 NASNet/normal_add_1_2/add"; -"1672 NASNet/separable_conv_2_bn_normal_right1_2/ReadVariableOp/resource" -> "1673 NASNet/separable_conv_2_bn_normal_right1_2/ReadVariableOp"; -"1673 NASNet/separable_conv_2_bn_normal_right1_2/ReadVariableOp" -> "1680 NASNet/separable_conv_2_bn_normal_right1_2/FusedBatchNormV3"; -"1674 NASNet/separable_conv_2_bn_normal_right1_2/ReadVariableOp_1/resource" -> "1675 NASNet/separable_conv_2_bn_normal_right1_2/ReadVariableOp_1"; -"1675 NASNet/separable_conv_2_bn_normal_right1_2/ReadVariableOp_1" -> "1680 NASNet/separable_conv_2_bn_normal_right1_2/FusedBatchNormV3"; -"1676 NASNet/separable_conv_2_bn_normal_right1_2/FusedBatchNormV3/ReadVariableOp/resource" -> "1677 NASNet/separable_conv_2_bn_normal_right1_2/FusedBatchNormV3/ReadVariableOp"; -"1677 NASNet/separable_conv_2_bn_normal_right1_2/FusedBatchNormV3/ReadVariableOp" -> "1680 NASNet/separable_conv_2_bn_normal_right1_2/FusedBatchNormV3"; -"1678 NASNet/separable_conv_2_bn_normal_right1_2/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1679 NASNet/separable_conv_2_bn_normal_right1_2/FusedBatchNormV3/ReadVariableOp_1"; -"1679 NASNet/separable_conv_2_bn_normal_right1_2/FusedBatchNormV3/ReadVariableOp_1" -> "1680 NASNet/separable_conv_2_bn_normal_right1_2/FusedBatchNormV3"; -"1680 NASNet/separable_conv_2_bn_normal_right1_2/FusedBatchNormV3" -> "1681 NASNet/normal_add_1_2/add"; -"1681 NASNet/normal_add_1_2/add" -> "1687 NASNet/normal_concat_2/concat"; -"1682 NASNet/normal_add_2_2/add" -> "1687 NASNet/normal_concat_2/concat"; -"1683 NASNet/normal_add_3_2/add" -> "1687 NASNet/normal_concat_2/concat"; -"1684 NASNet/normal_add_4_2/add" -> "1687 NASNet/normal_concat_2/concat"; -"1685 NASNet/normal_add_5_2/add" -> "1687 NASNet/normal_concat_2/concat"; -"1686 NASNet/normal_concat_2/concat/axis" -> "1687 NASNet/normal_concat_2/concat"; -"1687 NASNet/normal_concat_2/concat" -> "1688 NASNet/activation_58/Relu"; -"1687 NASNet/normal_concat_2/concat" -> "2014 NASNet/activation_69/Relu"; -"1688 NASNet/activation_58/Relu" -> "1697 NASNet/normal_conv_1_3/Conv2D"; -"1689 NASNet/activation_57/Relu" -> "1705 NASNet/adjust_conv_projection_3/Conv2D"; -"1690 NASNet/normal_conv_1_3/Sigmoid/ReadVariableOp/resource" -> "1691 NASNet/normal_conv_1_3/Sigmoid/ReadVariableOp"; -"1691 NASNet/normal_conv_1_3/Sigmoid/ReadVariableOp" -> "1692 NASNet/normal_conv_1_3/Sigmoid"; -"1692 NASNet/normal_conv_1_3/Sigmoid" -> "1693 NASNet/normal_conv_1_3/Round"; -"1693 NASNet/normal_conv_1_3/Round" -> "1696 NASNet/normal_conv_1_3/mul"; -"1694 NASNet/normal_conv_1_3/ReadVariableOp/resource" -> "1695 NASNet/normal_conv_1_3/ReadVariableOp"; -"1695 NASNet/normal_conv_1_3/ReadVariableOp" -> "1696 NASNet/normal_conv_1_3/mul"; -"1696 NASNet/normal_conv_1_3/mul" -> "1697 NASNet/normal_conv_1_3/Conv2D"; -"1697 NASNet/normal_conv_1_3/Conv2D" -> "1723 NASNet/normal_bn_1_3/FusedBatchNormV3"; -"1698 NASNet/adjust_conv_projection_3/Sigmoid/ReadVariableOp/resource" -> "1699 NASNet/adjust_conv_projection_3/Sigmoid/ReadVariableOp"; -"1699 NASNet/adjust_conv_projection_3/Sigmoid/ReadVariableOp" -> "1700 NASNet/adjust_conv_projection_3/Sigmoid"; -"1700 NASNet/adjust_conv_projection_3/Sigmoid" -> "1701 NASNet/adjust_conv_projection_3/Round"; -"1701 NASNet/adjust_conv_projection_3/Round" -> "1704 NASNet/adjust_conv_projection_3/mul"; -"1702 NASNet/adjust_conv_projection_3/ReadVariableOp/resource" -> "1703 NASNet/adjust_conv_projection_3/ReadVariableOp"; -"1703 NASNet/adjust_conv_projection_3/ReadVariableOp" -> "1704 NASNet/adjust_conv_projection_3/mul"; -"1704 NASNet/adjust_conv_projection_3/mul" -> "1705 NASNet/adjust_conv_projection_3/Conv2D"; -"1705 NASNet/adjust_conv_projection_3/Conv2D" -> "1714 NASNet/adjust_bn_3/FusedBatchNormV3"; -"1706 NASNet/adjust_bn_3/ReadVariableOp/resource" -> "1707 NASNet/adjust_bn_3/ReadVariableOp"; -"1707 NASNet/adjust_bn_3/ReadVariableOp" -> "1714 NASNet/adjust_bn_3/FusedBatchNormV3"; -"1708 NASNet/adjust_bn_3/ReadVariableOp_1/resource" -> "1709 NASNet/adjust_bn_3/ReadVariableOp_1"; -"1709 NASNet/adjust_bn_3/ReadVariableOp_1" -> "1714 NASNet/adjust_bn_3/FusedBatchNormV3"; -"1710 NASNet/adjust_bn_3/FusedBatchNormV3/ReadVariableOp/resource" -> "1711 NASNet/adjust_bn_3/FusedBatchNormV3/ReadVariableOp"; -"1711 NASNet/adjust_bn_3/FusedBatchNormV3/ReadVariableOp" -> "1714 NASNet/adjust_bn_3/FusedBatchNormV3"; -"1712 NASNet/adjust_bn_3/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1713 NASNet/adjust_bn_3/FusedBatchNormV3/ReadVariableOp_1"; -"1713 NASNet/adjust_bn_3/FusedBatchNormV3/ReadVariableOp_1" -> "1714 NASNet/adjust_bn_3/FusedBatchNormV3"; -"1714 NASNet/adjust_bn_3/FusedBatchNormV3" -> "1725 NASNet/activation_65/Relu"; -"1714 NASNet/adjust_bn_3/FusedBatchNormV3" -> "1726 NASNet/activation_63/Relu"; -"1714 NASNet/adjust_bn_3/FusedBatchNormV3" -> "1727 NASNet/activation_61/Relu"; -"1714 NASNet/adjust_bn_3/FusedBatchNormV3" -> "1968 NASNet/normal_left4_3/AvgPool"; -"1714 NASNet/adjust_bn_3/FusedBatchNormV3" -> "1969 NASNet/normal_right4_3/AvgPool"; -"1714 NASNet/adjust_bn_3/FusedBatchNormV3" -> "2009 NASNet/normal_add_3_3/add"; -"1714 NASNet/adjust_bn_3/FusedBatchNormV3" -> "2013 NASNet/normal_concat_3/concat"; -"1715 NASNet/normal_bn_1_3/ReadVariableOp/resource" -> "1716 NASNet/normal_bn_1_3/ReadVariableOp"; -"1716 NASNet/normal_bn_1_3/ReadVariableOp" -> "1723 NASNet/normal_bn_1_3/FusedBatchNormV3"; -"1717 NASNet/normal_bn_1_3/ReadVariableOp_1/resource" -> "1718 NASNet/normal_bn_1_3/ReadVariableOp_1"; -"1718 NASNet/normal_bn_1_3/ReadVariableOp_1" -> "1723 NASNet/normal_bn_1_3/FusedBatchNormV3"; -"1719 NASNet/normal_bn_1_3/FusedBatchNormV3/ReadVariableOp/resource" -> "1720 NASNet/normal_bn_1_3/FusedBatchNormV3/ReadVariableOp"; -"1720 NASNet/normal_bn_1_3/FusedBatchNormV3/ReadVariableOp" -> "1723 NASNet/normal_bn_1_3/FusedBatchNormV3"; -"1721 NASNet/normal_bn_1_3/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1722 NASNet/normal_bn_1_3/FusedBatchNormV3/ReadVariableOp_1"; -"1722 NASNet/normal_bn_1_3/FusedBatchNormV3/ReadVariableOp_1" -> "1723 NASNet/normal_bn_1_3/FusedBatchNormV3"; -"1723 NASNet/normal_bn_1_3/FusedBatchNormV3" -> "1724 NASNet/activation_67/Relu"; -"1723 NASNet/normal_bn_1_3/FusedBatchNormV3" -> "1728 NASNet/activation_59/Relu"; -"1723 NASNet/normal_bn_1_3/FusedBatchNormV3" -> "1970 NASNet/normal_left3_3/AvgPool"; -"1723 NASNet/normal_bn_1_3/FusedBatchNormV3" -> "2011 NASNet/normal_add_5_3/add"; -"1724 NASNet/activation_67/Relu" -> "1745 NASNet/separable_conv_1_normal_left5_3/separable_conv2d/depthwise"; -"1725 NASNet/activation_65/Relu" -> "1763 NASNet/separable_conv_1_normal_right2_3/separable_conv2d/depthwise"; -"1726 NASNet/activation_63/Relu" -> "1781 NASNet/separable_conv_1_normal_left2_3/separable_conv2d/depthwise"; -"1727 NASNet/activation_61/Relu" -> "1799 NASNet/separable_conv_1_normal_right1_3/separable_conv2d/depthwise"; -"1728 NASNet/activation_59/Relu" -> "1817 NASNet/separable_conv_1_normal_left1_3/separable_conv2d/depthwise"; -"1729 NASNet/separable_conv_1_normal_left5_3/Sigmoid/ReadVariableOp/resource" -> "1730 NASNet/separable_conv_1_normal_left5_3/Sigmoid/ReadVariableOp"; -"1730 NASNet/separable_conv_1_normal_left5_3/Sigmoid/ReadVariableOp" -> "1731 NASNet/separable_conv_1_normal_left5_3/Sigmoid"; -"1731 NASNet/separable_conv_1_normal_left5_3/Sigmoid" -> "1732 NASNet/separable_conv_1_normal_left5_3/Round"; -"1732 NASNet/separable_conv_1_normal_left5_3/Round" -> "1735 NASNet/separable_conv_1_normal_left5_3/mul"; -"1733 NASNet/separable_conv_1_normal_left5_3/ReadVariableOp/resource" -> "1734 NASNet/separable_conv_1_normal_left5_3/ReadVariableOp"; -"1734 NASNet/separable_conv_1_normal_left5_3/ReadVariableOp" -> "1735 NASNet/separable_conv_1_normal_left5_3/mul"; -"1735 NASNet/separable_conv_1_normal_left5_3/mul" -> "1745 NASNet/separable_conv_1_normal_left5_3/separable_conv2d/depthwise"; -"1736 NASNet/separable_conv_1_normal_left5_3/Sigmoid_1/ReadVariableOp/resource" -> "1737 NASNet/separable_conv_1_normal_left5_3/Sigmoid_1/ReadVariableOp"; -"1737 NASNet/separable_conv_1_normal_left5_3/Sigmoid_1/ReadVariableOp" -> "1738 NASNet/separable_conv_1_normal_left5_3/Sigmoid_1"; -"1738 NASNet/separable_conv_1_normal_left5_3/Sigmoid_1" -> "1739 NASNet/separable_conv_1_normal_left5_3/Round_1"; -"1739 NASNet/separable_conv_1_normal_left5_3/Round_1" -> "1742 NASNet/separable_conv_1_normal_left5_3/mul_1"; -"1740 NASNet/separable_conv_1_normal_left5_3/ReadVariableOp_1/resource" -> "1741 NASNet/separable_conv_1_normal_left5_3/ReadVariableOp_1"; -"1741 NASNet/separable_conv_1_normal_left5_3/ReadVariableOp_1" -> "1742 NASNet/separable_conv_1_normal_left5_3/mul_1"; -"1742 NASNet/separable_conv_1_normal_left5_3/mul_1" -> "1746 NASNet/separable_conv_1_normal_left5_3/separable_conv2d"; -"1745 NASNet/separable_conv_1_normal_left5_3/separable_conv2d/depthwise" -> "1746 NASNet/separable_conv_1_normal_left5_3/separable_conv2d"; -"1746 NASNet/separable_conv_1_normal_left5_3/separable_conv2d" -> "1827 NASNet/separable_conv_1_bn_normal_left5_3/FusedBatchNormV3"; -"1747 NASNet/separable_conv_1_normal_right2_3/Sigmoid/ReadVariableOp/resource" -> "1748 NASNet/separable_conv_1_normal_right2_3/Sigmoid/ReadVariableOp"; -"1748 NASNet/separable_conv_1_normal_right2_3/Sigmoid/ReadVariableOp" -> "1749 NASNet/separable_conv_1_normal_right2_3/Sigmoid"; -"1749 NASNet/separable_conv_1_normal_right2_3/Sigmoid" -> "1750 NASNet/separable_conv_1_normal_right2_3/Round"; -"1750 NASNet/separable_conv_1_normal_right2_3/Round" -> "1753 NASNet/separable_conv_1_normal_right2_3/mul"; -"1751 NASNet/separable_conv_1_normal_right2_3/ReadVariableOp/resource" -> "1752 NASNet/separable_conv_1_normal_right2_3/ReadVariableOp"; -"1752 NASNet/separable_conv_1_normal_right2_3/ReadVariableOp" -> "1753 NASNet/separable_conv_1_normal_right2_3/mul"; -"1753 NASNet/separable_conv_1_normal_right2_3/mul" -> "1763 NASNet/separable_conv_1_normal_right2_3/separable_conv2d/depthwise"; -"1754 NASNet/separable_conv_1_normal_right2_3/Sigmoid_1/ReadVariableOp/resource" -> "1755 NASNet/separable_conv_1_normal_right2_3/Sigmoid_1/ReadVariableOp"; -"1755 NASNet/separable_conv_1_normal_right2_3/Sigmoid_1/ReadVariableOp" -> "1756 NASNet/separable_conv_1_normal_right2_3/Sigmoid_1"; -"1756 NASNet/separable_conv_1_normal_right2_3/Sigmoid_1" -> "1757 NASNet/separable_conv_1_normal_right2_3/Round_1"; -"1757 NASNet/separable_conv_1_normal_right2_3/Round_1" -> "1760 NASNet/separable_conv_1_normal_right2_3/mul_1"; -"1758 NASNet/separable_conv_1_normal_right2_3/ReadVariableOp_1/resource" -> "1759 NASNet/separable_conv_1_normal_right2_3/ReadVariableOp_1"; -"1759 NASNet/separable_conv_1_normal_right2_3/ReadVariableOp_1" -> "1760 NASNet/separable_conv_1_normal_right2_3/mul_1"; -"1760 NASNet/separable_conv_1_normal_right2_3/mul_1" -> "1764 NASNet/separable_conv_1_normal_right2_3/separable_conv2d"; -"1763 NASNet/separable_conv_1_normal_right2_3/separable_conv2d/depthwise" -> "1764 NASNet/separable_conv_1_normal_right2_3/separable_conv2d"; -"1764 NASNet/separable_conv_1_normal_right2_3/separable_conv2d" -> "1836 NASNet/separable_conv_1_bn_normal_right2_3/FusedBatchNormV3"; -"1765 NASNet/separable_conv_1_normal_left2_3/Sigmoid/ReadVariableOp/resource" -> "1766 NASNet/separable_conv_1_normal_left2_3/Sigmoid/ReadVariableOp"; -"1766 NASNet/separable_conv_1_normal_left2_3/Sigmoid/ReadVariableOp" -> "1767 NASNet/separable_conv_1_normal_left2_3/Sigmoid"; -"1767 NASNet/separable_conv_1_normal_left2_3/Sigmoid" -> "1768 NASNet/separable_conv_1_normal_left2_3/Round"; -"1768 NASNet/separable_conv_1_normal_left2_3/Round" -> "1771 NASNet/separable_conv_1_normal_left2_3/mul"; -"1769 NASNet/separable_conv_1_normal_left2_3/ReadVariableOp/resource" -> "1770 NASNet/separable_conv_1_normal_left2_3/ReadVariableOp"; -"1770 NASNet/separable_conv_1_normal_left2_3/ReadVariableOp" -> "1771 NASNet/separable_conv_1_normal_left2_3/mul"; -"1771 NASNet/separable_conv_1_normal_left2_3/mul" -> "1781 NASNet/separable_conv_1_normal_left2_3/separable_conv2d/depthwise"; -"1772 NASNet/separable_conv_1_normal_left2_3/Sigmoid_1/ReadVariableOp/resource" -> "1773 NASNet/separable_conv_1_normal_left2_3/Sigmoid_1/ReadVariableOp"; -"1773 NASNet/separable_conv_1_normal_left2_3/Sigmoid_1/ReadVariableOp" -> "1774 NASNet/separable_conv_1_normal_left2_3/Sigmoid_1"; -"1774 NASNet/separable_conv_1_normal_left2_3/Sigmoid_1" -> "1775 NASNet/separable_conv_1_normal_left2_3/Round_1"; -"1775 NASNet/separable_conv_1_normal_left2_3/Round_1" -> "1778 NASNet/separable_conv_1_normal_left2_3/mul_1"; -"1776 NASNet/separable_conv_1_normal_left2_3/ReadVariableOp_1/resource" -> "1777 NASNet/separable_conv_1_normal_left2_3/ReadVariableOp_1"; -"1777 NASNet/separable_conv_1_normal_left2_3/ReadVariableOp_1" -> "1778 NASNet/separable_conv_1_normal_left2_3/mul_1"; -"1778 NASNet/separable_conv_1_normal_left2_3/mul_1" -> "1782 NASNet/separable_conv_1_normal_left2_3/separable_conv2d"; -"1781 NASNet/separable_conv_1_normal_left2_3/separable_conv2d/depthwise" -> "1782 NASNet/separable_conv_1_normal_left2_3/separable_conv2d"; -"1782 NASNet/separable_conv_1_normal_left2_3/separable_conv2d" -> "1845 NASNet/separable_conv_1_bn_normal_left2_3/FusedBatchNormV3"; -"1783 NASNet/separable_conv_1_normal_right1_3/Sigmoid/ReadVariableOp/resource" -> "1784 NASNet/separable_conv_1_normal_right1_3/Sigmoid/ReadVariableOp"; -"1784 NASNet/separable_conv_1_normal_right1_3/Sigmoid/ReadVariableOp" -> "1785 NASNet/separable_conv_1_normal_right1_3/Sigmoid"; -"1785 NASNet/separable_conv_1_normal_right1_3/Sigmoid" -> "1786 NASNet/separable_conv_1_normal_right1_3/Round"; -"1786 NASNet/separable_conv_1_normal_right1_3/Round" -> "1789 NASNet/separable_conv_1_normal_right1_3/mul"; -"1787 NASNet/separable_conv_1_normal_right1_3/ReadVariableOp/resource" -> "1788 NASNet/separable_conv_1_normal_right1_3/ReadVariableOp"; -"1788 NASNet/separable_conv_1_normal_right1_3/ReadVariableOp" -> "1789 NASNet/separable_conv_1_normal_right1_3/mul"; -"1789 NASNet/separable_conv_1_normal_right1_3/mul" -> "1799 NASNet/separable_conv_1_normal_right1_3/separable_conv2d/depthwise"; -"1790 NASNet/separable_conv_1_normal_right1_3/Sigmoid_1/ReadVariableOp/resource" -> "1791 NASNet/separable_conv_1_normal_right1_3/Sigmoid_1/ReadVariableOp"; -"1791 NASNet/separable_conv_1_normal_right1_3/Sigmoid_1/ReadVariableOp" -> "1792 NASNet/separable_conv_1_normal_right1_3/Sigmoid_1"; -"1792 NASNet/separable_conv_1_normal_right1_3/Sigmoid_1" -> "1793 NASNet/separable_conv_1_normal_right1_3/Round_1"; -"1793 NASNet/separable_conv_1_normal_right1_3/Round_1" -> "1796 NASNet/separable_conv_1_normal_right1_3/mul_1"; -"1794 NASNet/separable_conv_1_normal_right1_3/ReadVariableOp_1/resource" -> "1795 NASNet/separable_conv_1_normal_right1_3/ReadVariableOp_1"; -"1795 NASNet/separable_conv_1_normal_right1_3/ReadVariableOp_1" -> "1796 NASNet/separable_conv_1_normal_right1_3/mul_1"; -"1796 NASNet/separable_conv_1_normal_right1_3/mul_1" -> "1800 NASNet/separable_conv_1_normal_right1_3/separable_conv2d"; -"1799 NASNet/separable_conv_1_normal_right1_3/separable_conv2d/depthwise" -> "1800 NASNet/separable_conv_1_normal_right1_3/separable_conv2d"; -"1800 NASNet/separable_conv_1_normal_right1_3/separable_conv2d" -> "1854 NASNet/separable_conv_1_bn_normal_right1_3/FusedBatchNormV3"; -"1801 NASNet/separable_conv_1_normal_left1_3/Sigmoid/ReadVariableOp/resource" -> "1802 NASNet/separable_conv_1_normal_left1_3/Sigmoid/ReadVariableOp"; -"1802 NASNet/separable_conv_1_normal_left1_3/Sigmoid/ReadVariableOp" -> "1803 NASNet/separable_conv_1_normal_left1_3/Sigmoid"; -"1803 NASNet/separable_conv_1_normal_left1_3/Sigmoid" -> "1804 NASNet/separable_conv_1_normal_left1_3/Round"; -"1804 NASNet/separable_conv_1_normal_left1_3/Round" -> "1807 NASNet/separable_conv_1_normal_left1_3/mul"; -"1805 NASNet/separable_conv_1_normal_left1_3/ReadVariableOp/resource" -> "1806 NASNet/separable_conv_1_normal_left1_3/ReadVariableOp"; -"1806 NASNet/separable_conv_1_normal_left1_3/ReadVariableOp" -> "1807 NASNet/separable_conv_1_normal_left1_3/mul"; -"1807 NASNet/separable_conv_1_normal_left1_3/mul" -> "1817 NASNet/separable_conv_1_normal_left1_3/separable_conv2d/depthwise"; -"1808 NASNet/separable_conv_1_normal_left1_3/Sigmoid_1/ReadVariableOp/resource" -> "1809 NASNet/separable_conv_1_normal_left1_3/Sigmoid_1/ReadVariableOp"; -"1809 NASNet/separable_conv_1_normal_left1_3/Sigmoid_1/ReadVariableOp" -> "1810 NASNet/separable_conv_1_normal_left1_3/Sigmoid_1"; -"1810 NASNet/separable_conv_1_normal_left1_3/Sigmoid_1" -> "1811 NASNet/separable_conv_1_normal_left1_3/Round_1"; -"1811 NASNet/separable_conv_1_normal_left1_3/Round_1" -> "1814 NASNet/separable_conv_1_normal_left1_3/mul_1"; -"1812 NASNet/separable_conv_1_normal_left1_3/ReadVariableOp_1/resource" -> "1813 NASNet/separable_conv_1_normal_left1_3/ReadVariableOp_1"; -"1813 NASNet/separable_conv_1_normal_left1_3/ReadVariableOp_1" -> "1814 NASNet/separable_conv_1_normal_left1_3/mul_1"; -"1814 NASNet/separable_conv_1_normal_left1_3/mul_1" -> "1818 NASNet/separable_conv_1_normal_left1_3/separable_conv2d"; -"1817 NASNet/separable_conv_1_normal_left1_3/separable_conv2d/depthwise" -> "1818 NASNet/separable_conv_1_normal_left1_3/separable_conv2d"; -"1818 NASNet/separable_conv_1_normal_left1_3/separable_conv2d" -> "1863 NASNet/separable_conv_1_bn_normal_left1_3/FusedBatchNormV3"; -"1819 NASNet/separable_conv_1_bn_normal_left5_3/ReadVariableOp/resource" -> "1820 NASNet/separable_conv_1_bn_normal_left5_3/ReadVariableOp"; -"1820 NASNet/separable_conv_1_bn_normal_left5_3/ReadVariableOp" -> "1827 NASNet/separable_conv_1_bn_normal_left5_3/FusedBatchNormV3"; -"1821 NASNet/separable_conv_1_bn_normal_left5_3/ReadVariableOp_1/resource" -> "1822 NASNet/separable_conv_1_bn_normal_left5_3/ReadVariableOp_1"; -"1822 NASNet/separable_conv_1_bn_normal_left5_3/ReadVariableOp_1" -> "1827 NASNet/separable_conv_1_bn_normal_left5_3/FusedBatchNormV3"; -"1823 NASNet/separable_conv_1_bn_normal_left5_3/FusedBatchNormV3/ReadVariableOp/resource" -> "1824 NASNet/separable_conv_1_bn_normal_left5_3/FusedBatchNormV3/ReadVariableOp"; -"1824 NASNet/separable_conv_1_bn_normal_left5_3/FusedBatchNormV3/ReadVariableOp" -> "1827 NASNet/separable_conv_1_bn_normal_left5_3/FusedBatchNormV3"; -"1825 NASNet/separable_conv_1_bn_normal_left5_3/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1826 NASNet/separable_conv_1_bn_normal_left5_3/FusedBatchNormV3/ReadVariableOp_1"; -"1826 NASNet/separable_conv_1_bn_normal_left5_3/FusedBatchNormV3/ReadVariableOp_1" -> "1827 NASNet/separable_conv_1_bn_normal_left5_3/FusedBatchNormV3"; -"1827 NASNet/separable_conv_1_bn_normal_left5_3/FusedBatchNormV3" -> "1864 NASNet/activation_68/Relu"; -"1828 NASNet/separable_conv_1_bn_normal_right2_3/ReadVariableOp/resource" -> "1829 NASNet/separable_conv_1_bn_normal_right2_3/ReadVariableOp"; -"1829 NASNet/separable_conv_1_bn_normal_right2_3/ReadVariableOp" -> "1836 NASNet/separable_conv_1_bn_normal_right2_3/FusedBatchNormV3"; -"1830 NASNet/separable_conv_1_bn_normal_right2_3/ReadVariableOp_1/resource" -> "1831 NASNet/separable_conv_1_bn_normal_right2_3/ReadVariableOp_1"; -"1831 NASNet/separable_conv_1_bn_normal_right2_3/ReadVariableOp_1" -> "1836 NASNet/separable_conv_1_bn_normal_right2_3/FusedBatchNormV3"; -"1832 NASNet/separable_conv_1_bn_normal_right2_3/FusedBatchNormV3/ReadVariableOp/resource" -> "1833 NASNet/separable_conv_1_bn_normal_right2_3/FusedBatchNormV3/ReadVariableOp"; -"1833 NASNet/separable_conv_1_bn_normal_right2_3/FusedBatchNormV3/ReadVariableOp" -> "1836 NASNet/separable_conv_1_bn_normal_right2_3/FusedBatchNormV3"; -"1834 NASNet/separable_conv_1_bn_normal_right2_3/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1835 NASNet/separable_conv_1_bn_normal_right2_3/FusedBatchNormV3/ReadVariableOp_1"; -"1835 NASNet/separable_conv_1_bn_normal_right2_3/FusedBatchNormV3/ReadVariableOp_1" -> "1836 NASNet/separable_conv_1_bn_normal_right2_3/FusedBatchNormV3"; -"1836 NASNet/separable_conv_1_bn_normal_right2_3/FusedBatchNormV3" -> "1865 NASNet/activation_66/Relu"; -"1837 NASNet/separable_conv_1_bn_normal_left2_3/ReadVariableOp/resource" -> "1838 NASNet/separable_conv_1_bn_normal_left2_3/ReadVariableOp"; -"1838 NASNet/separable_conv_1_bn_normal_left2_3/ReadVariableOp" -> "1845 NASNet/separable_conv_1_bn_normal_left2_3/FusedBatchNormV3"; -"1839 NASNet/separable_conv_1_bn_normal_left2_3/ReadVariableOp_1/resource" -> "1840 NASNet/separable_conv_1_bn_normal_left2_3/ReadVariableOp_1"; -"1840 NASNet/separable_conv_1_bn_normal_left2_3/ReadVariableOp_1" -> "1845 NASNet/separable_conv_1_bn_normal_left2_3/FusedBatchNormV3"; -"1841 NASNet/separable_conv_1_bn_normal_left2_3/FusedBatchNormV3/ReadVariableOp/resource" -> "1842 NASNet/separable_conv_1_bn_normal_left2_3/FusedBatchNormV3/ReadVariableOp"; -"1842 NASNet/separable_conv_1_bn_normal_left2_3/FusedBatchNormV3/ReadVariableOp" -> "1845 NASNet/separable_conv_1_bn_normal_left2_3/FusedBatchNormV3"; -"1843 NASNet/separable_conv_1_bn_normal_left2_3/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1844 NASNet/separable_conv_1_bn_normal_left2_3/FusedBatchNormV3/ReadVariableOp_1"; -"1844 NASNet/separable_conv_1_bn_normal_left2_3/FusedBatchNormV3/ReadVariableOp_1" -> "1845 NASNet/separable_conv_1_bn_normal_left2_3/FusedBatchNormV3"; -"1845 NASNet/separable_conv_1_bn_normal_left2_3/FusedBatchNormV3" -> "1866 NASNet/activation_64/Relu"; -"1846 NASNet/separable_conv_1_bn_normal_right1_3/ReadVariableOp/resource" -> "1847 NASNet/separable_conv_1_bn_normal_right1_3/ReadVariableOp"; -"1847 NASNet/separable_conv_1_bn_normal_right1_3/ReadVariableOp" -> "1854 NASNet/separable_conv_1_bn_normal_right1_3/FusedBatchNormV3"; -"1848 NASNet/separable_conv_1_bn_normal_right1_3/ReadVariableOp_1/resource" -> "1849 NASNet/separable_conv_1_bn_normal_right1_3/ReadVariableOp_1"; -"1849 NASNet/separable_conv_1_bn_normal_right1_3/ReadVariableOp_1" -> "1854 NASNet/separable_conv_1_bn_normal_right1_3/FusedBatchNormV3"; -"1850 NASNet/separable_conv_1_bn_normal_right1_3/FusedBatchNormV3/ReadVariableOp/resource" -> "1851 NASNet/separable_conv_1_bn_normal_right1_3/FusedBatchNormV3/ReadVariableOp"; -"1851 NASNet/separable_conv_1_bn_normal_right1_3/FusedBatchNormV3/ReadVariableOp" -> "1854 NASNet/separable_conv_1_bn_normal_right1_3/FusedBatchNormV3"; -"1852 NASNet/separable_conv_1_bn_normal_right1_3/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1853 NASNet/separable_conv_1_bn_normal_right1_3/FusedBatchNormV3/ReadVariableOp_1"; -"1853 NASNet/separable_conv_1_bn_normal_right1_3/FusedBatchNormV3/ReadVariableOp_1" -> "1854 NASNet/separable_conv_1_bn_normal_right1_3/FusedBatchNormV3"; -"1854 NASNet/separable_conv_1_bn_normal_right1_3/FusedBatchNormV3" -> "1867 NASNet/activation_62/Relu"; -"1855 NASNet/separable_conv_1_bn_normal_left1_3/ReadVariableOp/resource" -> "1856 NASNet/separable_conv_1_bn_normal_left1_3/ReadVariableOp"; -"1856 NASNet/separable_conv_1_bn_normal_left1_3/ReadVariableOp" -> "1863 NASNet/separable_conv_1_bn_normal_left1_3/FusedBatchNormV3"; -"1857 NASNet/separable_conv_1_bn_normal_left1_3/ReadVariableOp_1/resource" -> "1858 NASNet/separable_conv_1_bn_normal_left1_3/ReadVariableOp_1"; -"1858 NASNet/separable_conv_1_bn_normal_left1_3/ReadVariableOp_1" -> "1863 NASNet/separable_conv_1_bn_normal_left1_3/FusedBatchNormV3"; -"1859 NASNet/separable_conv_1_bn_normal_left1_3/FusedBatchNormV3/ReadVariableOp/resource" -> "1860 NASNet/separable_conv_1_bn_normal_left1_3/FusedBatchNormV3/ReadVariableOp"; -"1860 NASNet/separable_conv_1_bn_normal_left1_3/FusedBatchNormV3/ReadVariableOp" -> "1863 NASNet/separable_conv_1_bn_normal_left1_3/FusedBatchNormV3"; -"1861 NASNet/separable_conv_1_bn_normal_left1_3/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1862 NASNet/separable_conv_1_bn_normal_left1_3/FusedBatchNormV3/ReadVariableOp_1"; -"1862 NASNet/separable_conv_1_bn_normal_left1_3/FusedBatchNormV3/ReadVariableOp_1" -> "1863 NASNet/separable_conv_1_bn_normal_left1_3/FusedBatchNormV3"; -"1863 NASNet/separable_conv_1_bn_normal_left1_3/FusedBatchNormV3" -> "1868 NASNet/activation_60/Relu"; -"1864 NASNet/activation_68/Relu" -> "1885 NASNet/separable_conv_2_normal_left5_3/separable_conv2d/depthwise"; -"1865 NASNet/activation_66/Relu" -> "1903 NASNet/separable_conv_2_normal_right2_3/separable_conv2d/depthwise"; -"1866 NASNet/activation_64/Relu" -> "1921 NASNet/separable_conv_2_normal_left2_3/separable_conv2d/depthwise"; -"1867 NASNet/activation_62/Relu" -> "1939 NASNet/separable_conv_2_normal_right1_3/separable_conv2d/depthwise"; -"1868 NASNet/activation_60/Relu" -> "1957 NASNet/separable_conv_2_normal_left1_3/separable_conv2d/depthwise"; -"1869 NASNet/separable_conv_2_normal_left5_3/Sigmoid/ReadVariableOp/resource" -> "1870 NASNet/separable_conv_2_normal_left5_3/Sigmoid/ReadVariableOp"; -"1870 NASNet/separable_conv_2_normal_left5_3/Sigmoid/ReadVariableOp" -> "1871 NASNet/separable_conv_2_normal_left5_3/Sigmoid"; -"1871 NASNet/separable_conv_2_normal_left5_3/Sigmoid" -> "1872 NASNet/separable_conv_2_normal_left5_3/Round"; -"1872 NASNet/separable_conv_2_normal_left5_3/Round" -> "1875 NASNet/separable_conv_2_normal_left5_3/mul"; -"1873 NASNet/separable_conv_2_normal_left5_3/ReadVariableOp/resource" -> "1874 NASNet/separable_conv_2_normal_left5_3/ReadVariableOp"; -"1874 NASNet/separable_conv_2_normal_left5_3/ReadVariableOp" -> "1875 NASNet/separable_conv_2_normal_left5_3/mul"; -"1875 NASNet/separable_conv_2_normal_left5_3/mul" -> "1885 NASNet/separable_conv_2_normal_left5_3/separable_conv2d/depthwise"; -"1876 NASNet/separable_conv_2_normal_left5_3/Sigmoid_1/ReadVariableOp/resource" -> "1877 NASNet/separable_conv_2_normal_left5_3/Sigmoid_1/ReadVariableOp"; -"1877 NASNet/separable_conv_2_normal_left5_3/Sigmoid_1/ReadVariableOp" -> "1878 NASNet/separable_conv_2_normal_left5_3/Sigmoid_1"; -"1878 NASNet/separable_conv_2_normal_left5_3/Sigmoid_1" -> "1879 NASNet/separable_conv_2_normal_left5_3/Round_1"; -"1879 NASNet/separable_conv_2_normal_left5_3/Round_1" -> "1882 NASNet/separable_conv_2_normal_left5_3/mul_1"; -"1880 NASNet/separable_conv_2_normal_left5_3/ReadVariableOp_1/resource" -> "1881 NASNet/separable_conv_2_normal_left5_3/ReadVariableOp_1"; -"1881 NASNet/separable_conv_2_normal_left5_3/ReadVariableOp_1" -> "1882 NASNet/separable_conv_2_normal_left5_3/mul_1"; -"1882 NASNet/separable_conv_2_normal_left5_3/mul_1" -> "1886 NASNet/separable_conv_2_normal_left5_3/separable_conv2d"; -"1885 NASNet/separable_conv_2_normal_left5_3/separable_conv2d/depthwise" -> "1886 NASNet/separable_conv_2_normal_left5_3/separable_conv2d"; -"1886 NASNet/separable_conv_2_normal_left5_3/separable_conv2d" -> "1967 NASNet/separable_conv_2_bn_normal_left5_3/FusedBatchNormV3"; -"1887 NASNet/separable_conv_2_normal_right2_3/Sigmoid/ReadVariableOp/resource" -> "1888 NASNet/separable_conv_2_normal_right2_3/Sigmoid/ReadVariableOp"; -"1888 NASNet/separable_conv_2_normal_right2_3/Sigmoid/ReadVariableOp" -> "1889 NASNet/separable_conv_2_normal_right2_3/Sigmoid"; -"1889 NASNet/separable_conv_2_normal_right2_3/Sigmoid" -> "1890 NASNet/separable_conv_2_normal_right2_3/Round"; -"1890 NASNet/separable_conv_2_normal_right2_3/Round" -> "1893 NASNet/separable_conv_2_normal_right2_3/mul"; -"1891 NASNet/separable_conv_2_normal_right2_3/ReadVariableOp/resource" -> "1892 NASNet/separable_conv_2_normal_right2_3/ReadVariableOp"; -"1892 NASNet/separable_conv_2_normal_right2_3/ReadVariableOp" -> "1893 NASNet/separable_conv_2_normal_right2_3/mul"; -"1893 NASNet/separable_conv_2_normal_right2_3/mul" -> "1903 NASNet/separable_conv_2_normal_right2_3/separable_conv2d/depthwise"; -"1894 NASNet/separable_conv_2_normal_right2_3/Sigmoid_1/ReadVariableOp/resource" -> "1895 NASNet/separable_conv_2_normal_right2_3/Sigmoid_1/ReadVariableOp"; -"1895 NASNet/separable_conv_2_normal_right2_3/Sigmoid_1/ReadVariableOp" -> "1896 NASNet/separable_conv_2_normal_right2_3/Sigmoid_1"; -"1896 NASNet/separable_conv_2_normal_right2_3/Sigmoid_1" -> "1897 NASNet/separable_conv_2_normal_right2_3/Round_1"; -"1897 NASNet/separable_conv_2_normal_right2_3/Round_1" -> "1900 NASNet/separable_conv_2_normal_right2_3/mul_1"; -"1898 NASNet/separable_conv_2_normal_right2_3/ReadVariableOp_1/resource" -> "1899 NASNet/separable_conv_2_normal_right2_3/ReadVariableOp_1"; -"1899 NASNet/separable_conv_2_normal_right2_3/ReadVariableOp_1" -> "1900 NASNet/separable_conv_2_normal_right2_3/mul_1"; -"1900 NASNet/separable_conv_2_normal_right2_3/mul_1" -> "1904 NASNet/separable_conv_2_normal_right2_3/separable_conv2d"; -"1903 NASNet/separable_conv_2_normal_right2_3/separable_conv2d/depthwise" -> "1904 NASNet/separable_conv_2_normal_right2_3/separable_conv2d"; -"1904 NASNet/separable_conv_2_normal_right2_3/separable_conv2d" -> "1988 NASNet/separable_conv_2_bn_normal_right2_3/FusedBatchNormV3"; -"1905 NASNet/separable_conv_2_normal_left2_3/Sigmoid/ReadVariableOp/resource" -> "1906 NASNet/separable_conv_2_normal_left2_3/Sigmoid/ReadVariableOp"; -"1906 NASNet/separable_conv_2_normal_left2_3/Sigmoid/ReadVariableOp" -> "1907 NASNet/separable_conv_2_normal_left2_3/Sigmoid"; -"1907 NASNet/separable_conv_2_normal_left2_3/Sigmoid" -> "1908 NASNet/separable_conv_2_normal_left2_3/Round"; -"1908 NASNet/separable_conv_2_normal_left2_3/Round" -> "1911 NASNet/separable_conv_2_normal_left2_3/mul"; -"1909 NASNet/separable_conv_2_normal_left2_3/ReadVariableOp/resource" -> "1910 NASNet/separable_conv_2_normal_left2_3/ReadVariableOp"; -"1910 NASNet/separable_conv_2_normal_left2_3/ReadVariableOp" -> "1911 NASNet/separable_conv_2_normal_left2_3/mul"; -"1911 NASNet/separable_conv_2_normal_left2_3/mul" -> "1921 NASNet/separable_conv_2_normal_left2_3/separable_conv2d/depthwise"; -"1912 NASNet/separable_conv_2_normal_left2_3/Sigmoid_1/ReadVariableOp/resource" -> "1913 NASNet/separable_conv_2_normal_left2_3/Sigmoid_1/ReadVariableOp"; -"1913 NASNet/separable_conv_2_normal_left2_3/Sigmoid_1/ReadVariableOp" -> "1914 NASNet/separable_conv_2_normal_left2_3/Sigmoid_1"; -"1914 NASNet/separable_conv_2_normal_left2_3/Sigmoid_1" -> "1915 NASNet/separable_conv_2_normal_left2_3/Round_1"; -"1915 NASNet/separable_conv_2_normal_left2_3/Round_1" -> "1918 NASNet/separable_conv_2_normal_left2_3/mul_1"; -"1916 NASNet/separable_conv_2_normal_left2_3/ReadVariableOp_1/resource" -> "1917 NASNet/separable_conv_2_normal_left2_3/ReadVariableOp_1"; -"1917 NASNet/separable_conv_2_normal_left2_3/ReadVariableOp_1" -> "1918 NASNet/separable_conv_2_normal_left2_3/mul_1"; -"1918 NASNet/separable_conv_2_normal_left2_3/mul_1" -> "1922 NASNet/separable_conv_2_normal_left2_3/separable_conv2d"; -"1921 NASNet/separable_conv_2_normal_left2_3/separable_conv2d/depthwise" -> "1922 NASNet/separable_conv_2_normal_left2_3/separable_conv2d"; -"1922 NASNet/separable_conv_2_normal_left2_3/separable_conv2d" -> "1979 NASNet/separable_conv_2_bn_normal_left2_3/FusedBatchNormV3"; -"1923 NASNet/separable_conv_2_normal_right1_3/Sigmoid/ReadVariableOp/resource" -> "1924 NASNet/separable_conv_2_normal_right1_3/Sigmoid/ReadVariableOp"; -"1924 NASNet/separable_conv_2_normal_right1_3/Sigmoid/ReadVariableOp" -> "1925 NASNet/separable_conv_2_normal_right1_3/Sigmoid"; -"1925 NASNet/separable_conv_2_normal_right1_3/Sigmoid" -> "1926 NASNet/separable_conv_2_normal_right1_3/Round"; -"1926 NASNet/separable_conv_2_normal_right1_3/Round" -> "1929 NASNet/separable_conv_2_normal_right1_3/mul"; -"1927 NASNet/separable_conv_2_normal_right1_3/ReadVariableOp/resource" -> "1928 NASNet/separable_conv_2_normal_right1_3/ReadVariableOp"; -"1928 NASNet/separable_conv_2_normal_right1_3/ReadVariableOp" -> "1929 NASNet/separable_conv_2_normal_right1_3/mul"; -"1929 NASNet/separable_conv_2_normal_right1_3/mul" -> "1939 NASNet/separable_conv_2_normal_right1_3/separable_conv2d/depthwise"; -"1930 NASNet/separable_conv_2_normal_right1_3/Sigmoid_1/ReadVariableOp/resource" -> "1931 NASNet/separable_conv_2_normal_right1_3/Sigmoid_1/ReadVariableOp"; -"1931 NASNet/separable_conv_2_normal_right1_3/Sigmoid_1/ReadVariableOp" -> "1932 NASNet/separable_conv_2_normal_right1_3/Sigmoid_1"; -"1932 NASNet/separable_conv_2_normal_right1_3/Sigmoid_1" -> "1933 NASNet/separable_conv_2_normal_right1_3/Round_1"; -"1933 NASNet/separable_conv_2_normal_right1_3/Round_1" -> "1936 NASNet/separable_conv_2_normal_right1_3/mul_1"; -"1934 NASNet/separable_conv_2_normal_right1_3/ReadVariableOp_1/resource" -> "1935 NASNet/separable_conv_2_normal_right1_3/ReadVariableOp_1"; -"1935 NASNet/separable_conv_2_normal_right1_3/ReadVariableOp_1" -> "1936 NASNet/separable_conv_2_normal_right1_3/mul_1"; -"1936 NASNet/separable_conv_2_normal_right1_3/mul_1" -> "1940 NASNet/separable_conv_2_normal_right1_3/separable_conv2d"; -"1939 NASNet/separable_conv_2_normal_right1_3/separable_conv2d/depthwise" -> "1940 NASNet/separable_conv_2_normal_right1_3/separable_conv2d"; -"1940 NASNet/separable_conv_2_normal_right1_3/separable_conv2d" -> "2006 NASNet/separable_conv_2_bn_normal_right1_3/FusedBatchNormV3"; -"1941 NASNet/separable_conv_2_normal_left1_3/Sigmoid/ReadVariableOp/resource" -> "1942 NASNet/separable_conv_2_normal_left1_3/Sigmoid/ReadVariableOp"; -"1942 NASNet/separable_conv_2_normal_left1_3/Sigmoid/ReadVariableOp" -> "1943 NASNet/separable_conv_2_normal_left1_3/Sigmoid"; -"1943 NASNet/separable_conv_2_normal_left1_3/Sigmoid" -> "1944 NASNet/separable_conv_2_normal_left1_3/Round"; -"1944 NASNet/separable_conv_2_normal_left1_3/Round" -> "1947 NASNet/separable_conv_2_normal_left1_3/mul"; -"1945 NASNet/separable_conv_2_normal_left1_3/ReadVariableOp/resource" -> "1946 NASNet/separable_conv_2_normal_left1_3/ReadVariableOp"; -"1946 NASNet/separable_conv_2_normal_left1_3/ReadVariableOp" -> "1947 NASNet/separable_conv_2_normal_left1_3/mul"; -"1947 NASNet/separable_conv_2_normal_left1_3/mul" -> "1957 NASNet/separable_conv_2_normal_left1_3/separable_conv2d/depthwise"; -"1948 NASNet/separable_conv_2_normal_left1_3/Sigmoid_1/ReadVariableOp/resource" -> "1949 NASNet/separable_conv_2_normal_left1_3/Sigmoid_1/ReadVariableOp"; -"1949 NASNet/separable_conv_2_normal_left1_3/Sigmoid_1/ReadVariableOp" -> "1950 NASNet/separable_conv_2_normal_left1_3/Sigmoid_1"; -"1950 NASNet/separable_conv_2_normal_left1_3/Sigmoid_1" -> "1951 NASNet/separable_conv_2_normal_left1_3/Round_1"; -"1951 NASNet/separable_conv_2_normal_left1_3/Round_1" -> "1954 NASNet/separable_conv_2_normal_left1_3/mul_1"; -"1952 NASNet/separable_conv_2_normal_left1_3/ReadVariableOp_1/resource" -> "1953 NASNet/separable_conv_2_normal_left1_3/ReadVariableOp_1"; -"1953 NASNet/separable_conv_2_normal_left1_3/ReadVariableOp_1" -> "1954 NASNet/separable_conv_2_normal_left1_3/mul_1"; -"1954 NASNet/separable_conv_2_normal_left1_3/mul_1" -> "1958 NASNet/separable_conv_2_normal_left1_3/separable_conv2d"; -"1957 NASNet/separable_conv_2_normal_left1_3/separable_conv2d/depthwise" -> "1958 NASNet/separable_conv_2_normal_left1_3/separable_conv2d"; -"1958 NASNet/separable_conv_2_normal_left1_3/separable_conv2d" -> "1997 NASNet/separable_conv_2_bn_normal_left1_3/FusedBatchNormV3"; -"1959 NASNet/separable_conv_2_bn_normal_left5_3/ReadVariableOp/resource" -> "1960 NASNet/separable_conv_2_bn_normal_left5_3/ReadVariableOp"; -"1960 NASNet/separable_conv_2_bn_normal_left5_3/ReadVariableOp" -> "1967 NASNet/separable_conv_2_bn_normal_left5_3/FusedBatchNormV3"; -"1961 NASNet/separable_conv_2_bn_normal_left5_3/ReadVariableOp_1/resource" -> "1962 NASNet/separable_conv_2_bn_normal_left5_3/ReadVariableOp_1"; -"1962 NASNet/separable_conv_2_bn_normal_left5_3/ReadVariableOp_1" -> "1967 NASNet/separable_conv_2_bn_normal_left5_3/FusedBatchNormV3"; -"1963 NASNet/separable_conv_2_bn_normal_left5_3/FusedBatchNormV3/ReadVariableOp/resource" -> "1964 NASNet/separable_conv_2_bn_normal_left5_3/FusedBatchNormV3/ReadVariableOp"; -"1964 NASNet/separable_conv_2_bn_normal_left5_3/FusedBatchNormV3/ReadVariableOp" -> "1967 NASNet/separable_conv_2_bn_normal_left5_3/FusedBatchNormV3"; -"1965 NASNet/separable_conv_2_bn_normal_left5_3/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1966 NASNet/separable_conv_2_bn_normal_left5_3/FusedBatchNormV3/ReadVariableOp_1"; -"1966 NASNet/separable_conv_2_bn_normal_left5_3/FusedBatchNormV3/ReadVariableOp_1" -> "1967 NASNet/separable_conv_2_bn_normal_left5_3/FusedBatchNormV3"; -"1967 NASNet/separable_conv_2_bn_normal_left5_3/FusedBatchNormV3" -> "2011 NASNet/normal_add_5_3/add"; -"1968 NASNet/normal_left4_3/AvgPool" -> "2010 NASNet/normal_add_4_3/add"; -"1969 NASNet/normal_right4_3/AvgPool" -> "2010 NASNet/normal_add_4_3/add"; -"1970 NASNet/normal_left3_3/AvgPool" -> "2009 NASNet/normal_add_3_3/add"; -"1971 NASNet/separable_conv_2_bn_normal_left2_3/ReadVariableOp/resource" -> "1972 NASNet/separable_conv_2_bn_normal_left2_3/ReadVariableOp"; -"1972 NASNet/separable_conv_2_bn_normal_left2_3/ReadVariableOp" -> "1979 NASNet/separable_conv_2_bn_normal_left2_3/FusedBatchNormV3"; -"1973 NASNet/separable_conv_2_bn_normal_left2_3/ReadVariableOp_1/resource" -> "1974 NASNet/separable_conv_2_bn_normal_left2_3/ReadVariableOp_1"; -"1974 NASNet/separable_conv_2_bn_normal_left2_3/ReadVariableOp_1" -> "1979 NASNet/separable_conv_2_bn_normal_left2_3/FusedBatchNormV3"; -"1975 NASNet/separable_conv_2_bn_normal_left2_3/FusedBatchNormV3/ReadVariableOp/resource" -> "1976 NASNet/separable_conv_2_bn_normal_left2_3/FusedBatchNormV3/ReadVariableOp"; -"1976 NASNet/separable_conv_2_bn_normal_left2_3/FusedBatchNormV3/ReadVariableOp" -> "1979 NASNet/separable_conv_2_bn_normal_left2_3/FusedBatchNormV3"; -"1977 NASNet/separable_conv_2_bn_normal_left2_3/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1978 NASNet/separable_conv_2_bn_normal_left2_3/FusedBatchNormV3/ReadVariableOp_1"; -"1978 NASNet/separable_conv_2_bn_normal_left2_3/FusedBatchNormV3/ReadVariableOp_1" -> "1979 NASNet/separable_conv_2_bn_normal_left2_3/FusedBatchNormV3"; -"1979 NASNet/separable_conv_2_bn_normal_left2_3/FusedBatchNormV3" -> "2008 NASNet/normal_add_2_3/add"; -"1980 NASNet/separable_conv_2_bn_normal_right2_3/ReadVariableOp/resource" -> "1981 NASNet/separable_conv_2_bn_normal_right2_3/ReadVariableOp"; -"1981 NASNet/separable_conv_2_bn_normal_right2_3/ReadVariableOp" -> "1988 NASNet/separable_conv_2_bn_normal_right2_3/FusedBatchNormV3"; -"1982 NASNet/separable_conv_2_bn_normal_right2_3/ReadVariableOp_1/resource" -> "1983 NASNet/separable_conv_2_bn_normal_right2_3/ReadVariableOp_1"; -"1983 NASNet/separable_conv_2_bn_normal_right2_3/ReadVariableOp_1" -> "1988 NASNet/separable_conv_2_bn_normal_right2_3/FusedBatchNormV3"; -"1984 NASNet/separable_conv_2_bn_normal_right2_3/FusedBatchNormV3/ReadVariableOp/resource" -> "1985 NASNet/separable_conv_2_bn_normal_right2_3/FusedBatchNormV3/ReadVariableOp"; -"1985 NASNet/separable_conv_2_bn_normal_right2_3/FusedBatchNormV3/ReadVariableOp" -> "1988 NASNet/separable_conv_2_bn_normal_right2_3/FusedBatchNormV3"; -"1986 NASNet/separable_conv_2_bn_normal_right2_3/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1987 NASNet/separable_conv_2_bn_normal_right2_3/FusedBatchNormV3/ReadVariableOp_1"; -"1987 NASNet/separable_conv_2_bn_normal_right2_3/FusedBatchNormV3/ReadVariableOp_1" -> "1988 NASNet/separable_conv_2_bn_normal_right2_3/FusedBatchNormV3"; -"1988 NASNet/separable_conv_2_bn_normal_right2_3/FusedBatchNormV3" -> "2008 NASNet/normal_add_2_3/add"; -"1989 NASNet/separable_conv_2_bn_normal_left1_3/ReadVariableOp/resource" -> "1990 NASNet/separable_conv_2_bn_normal_left1_3/ReadVariableOp"; -"1990 NASNet/separable_conv_2_bn_normal_left1_3/ReadVariableOp" -> "1997 NASNet/separable_conv_2_bn_normal_left1_3/FusedBatchNormV3"; -"1991 NASNet/separable_conv_2_bn_normal_left1_3/ReadVariableOp_1/resource" -> "1992 NASNet/separable_conv_2_bn_normal_left1_3/ReadVariableOp_1"; -"1992 NASNet/separable_conv_2_bn_normal_left1_3/ReadVariableOp_1" -> "1997 NASNet/separable_conv_2_bn_normal_left1_3/FusedBatchNormV3"; -"1993 NASNet/separable_conv_2_bn_normal_left1_3/FusedBatchNormV3/ReadVariableOp/resource" -> "1994 NASNet/separable_conv_2_bn_normal_left1_3/FusedBatchNormV3/ReadVariableOp"; -"1994 NASNet/separable_conv_2_bn_normal_left1_3/FusedBatchNormV3/ReadVariableOp" -> "1997 NASNet/separable_conv_2_bn_normal_left1_3/FusedBatchNormV3"; -"1995 NASNet/separable_conv_2_bn_normal_left1_3/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1996 NASNet/separable_conv_2_bn_normal_left1_3/FusedBatchNormV3/ReadVariableOp_1"; -"1996 NASNet/separable_conv_2_bn_normal_left1_3/FusedBatchNormV3/ReadVariableOp_1" -> "1997 NASNet/separable_conv_2_bn_normal_left1_3/FusedBatchNormV3"; -"1997 NASNet/separable_conv_2_bn_normal_left1_3/FusedBatchNormV3" -> "2007 NASNet/normal_add_1_3/add"; -"1998 NASNet/separable_conv_2_bn_normal_right1_3/ReadVariableOp/resource" -> "1999 NASNet/separable_conv_2_bn_normal_right1_3/ReadVariableOp"; -"1999 NASNet/separable_conv_2_bn_normal_right1_3/ReadVariableOp" -> "2006 NASNet/separable_conv_2_bn_normal_right1_3/FusedBatchNormV3"; -"2000 NASNet/separable_conv_2_bn_normal_right1_3/ReadVariableOp_1/resource" -> "2001 NASNet/separable_conv_2_bn_normal_right1_3/ReadVariableOp_1"; -"2001 NASNet/separable_conv_2_bn_normal_right1_3/ReadVariableOp_1" -> "2006 NASNet/separable_conv_2_bn_normal_right1_3/FusedBatchNormV3"; -"2002 NASNet/separable_conv_2_bn_normal_right1_3/FusedBatchNormV3/ReadVariableOp/resource" -> "2003 NASNet/separable_conv_2_bn_normal_right1_3/FusedBatchNormV3/ReadVariableOp"; -"2003 NASNet/separable_conv_2_bn_normal_right1_3/FusedBatchNormV3/ReadVariableOp" -> "2006 NASNet/separable_conv_2_bn_normal_right1_3/FusedBatchNormV3"; -"2004 NASNet/separable_conv_2_bn_normal_right1_3/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2005 NASNet/separable_conv_2_bn_normal_right1_3/FusedBatchNormV3/ReadVariableOp_1"; -"2005 NASNet/separable_conv_2_bn_normal_right1_3/FusedBatchNormV3/ReadVariableOp_1" -> "2006 NASNet/separable_conv_2_bn_normal_right1_3/FusedBatchNormV3"; -"2006 NASNet/separable_conv_2_bn_normal_right1_3/FusedBatchNormV3" -> "2007 NASNet/normal_add_1_3/add"; -"2007 NASNet/normal_add_1_3/add" -> "2013 NASNet/normal_concat_3/concat"; -"2008 NASNet/normal_add_2_3/add" -> "2013 NASNet/normal_concat_3/concat"; -"2009 NASNet/normal_add_3_3/add" -> "2013 NASNet/normal_concat_3/concat"; -"2010 NASNet/normal_add_4_3/add" -> "2013 NASNet/normal_concat_3/concat"; -"2011 NASNet/normal_add_5_3/add" -> "2013 NASNet/normal_concat_3/concat"; -"2012 NASNet/normal_concat_3/concat/axis" -> "2013 NASNet/normal_concat_3/concat"; -"2013 NASNet/normal_concat_3/concat" -> "2015 NASNet/activation_70/Relu"; -"2013 NASNet/normal_concat_3/concat" -> "2278 NASNet/adjust_relu_1_5/Relu"; -"2014 NASNet/activation_69/Relu" -> "2023 NASNet/adjust_conv_projection_reduce_4/Conv2D"; -"2015 NASNet/activation_70/Relu" -> "2031 NASNet/reduction_conv_1_reduce_4/Conv2D"; -"2016 NASNet/adjust_conv_projection_reduce_4/Sigmoid/ReadVariableOp/resource" -> "2017 NASNet/adjust_conv_projection_reduce_4/Sigmoid/ReadVariableOp"; -"2017 NASNet/adjust_conv_projection_reduce_4/Sigmoid/ReadVariableOp" -> "2018 NASNet/adjust_conv_projection_reduce_4/Sigmoid"; -"2018 NASNet/adjust_conv_projection_reduce_4/Sigmoid" -> "2019 NASNet/adjust_conv_projection_reduce_4/Round"; -"2019 NASNet/adjust_conv_projection_reduce_4/Round" -> "2022 NASNet/adjust_conv_projection_reduce_4/mul"; -"2020 NASNet/adjust_conv_projection_reduce_4/ReadVariableOp/resource" -> "2021 NASNet/adjust_conv_projection_reduce_4/ReadVariableOp"; -"2021 NASNet/adjust_conv_projection_reduce_4/ReadVariableOp" -> "2022 NASNet/adjust_conv_projection_reduce_4/mul"; -"2022 NASNet/adjust_conv_projection_reduce_4/mul" -> "2023 NASNet/adjust_conv_projection_reduce_4/Conv2D"; -"2023 NASNet/adjust_conv_projection_reduce_4/Conv2D" -> "2040 NASNet/adjust_bn_reduce_4/FusedBatchNormV3"; -"2024 NASNet/reduction_conv_1_reduce_4/Sigmoid/ReadVariableOp/resource" -> "2025 NASNet/reduction_conv_1_reduce_4/Sigmoid/ReadVariableOp"; -"2025 NASNet/reduction_conv_1_reduce_4/Sigmoid/ReadVariableOp" -> "2026 NASNet/reduction_conv_1_reduce_4/Sigmoid"; -"2026 NASNet/reduction_conv_1_reduce_4/Sigmoid" -> "2027 NASNet/reduction_conv_1_reduce_4/Round"; -"2027 NASNet/reduction_conv_1_reduce_4/Round" -> "2030 NASNet/reduction_conv_1_reduce_4/mul"; -"2028 NASNet/reduction_conv_1_reduce_4/ReadVariableOp/resource" -> "2029 NASNet/reduction_conv_1_reduce_4/ReadVariableOp"; -"2029 NASNet/reduction_conv_1_reduce_4/ReadVariableOp" -> "2030 NASNet/reduction_conv_1_reduce_4/mul"; -"2030 NASNet/reduction_conv_1_reduce_4/mul" -> "2031 NASNet/reduction_conv_1_reduce_4/Conv2D"; -"2031 NASNet/reduction_conv_1_reduce_4/Conv2D" -> "2049 NASNet/reduction_bn_1_reduce_4/FusedBatchNormV3"; -"2032 NASNet/adjust_bn_reduce_4/ReadVariableOp/resource" -> "2033 NASNet/adjust_bn_reduce_4/ReadVariableOp"; -"2033 NASNet/adjust_bn_reduce_4/ReadVariableOp" -> "2040 NASNet/adjust_bn_reduce_4/FusedBatchNormV3"; -"2034 NASNet/adjust_bn_reduce_4/ReadVariableOp_1/resource" -> "2035 NASNet/adjust_bn_reduce_4/ReadVariableOp_1"; -"2035 NASNet/adjust_bn_reduce_4/ReadVariableOp_1" -> "2040 NASNet/adjust_bn_reduce_4/FusedBatchNormV3"; -"2036 NASNet/adjust_bn_reduce_4/FusedBatchNormV3/ReadVariableOp/resource" -> "2037 NASNet/adjust_bn_reduce_4/FusedBatchNormV3/ReadVariableOp"; -"2037 NASNet/adjust_bn_reduce_4/FusedBatchNormV3/ReadVariableOp" -> "2040 NASNet/adjust_bn_reduce_4/FusedBatchNormV3"; -"2038 NASNet/adjust_bn_reduce_4/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2039 NASNet/adjust_bn_reduce_4/FusedBatchNormV3/ReadVariableOp_1"; -"2039 NASNet/adjust_bn_reduce_4/FusedBatchNormV3/ReadVariableOp_1" -> "2040 NASNet/adjust_bn_reduce_4/FusedBatchNormV3"; -"2040 NASNet/adjust_bn_reduce_4/FusedBatchNormV3" -> "2050 NASNet/activation_73/Relu"; -"2040 NASNet/adjust_bn_reduce_4/FusedBatchNormV3" -> "2166 NASNet/activation_75/Relu"; -"2040 NASNet/adjust_bn_reduce_4/FusedBatchNormV3" -> "2168 NASNet/activation_77/Relu"; -"2041 NASNet/reduction_bn_1_reduce_4/ReadVariableOp/resource" -> "2042 NASNet/reduction_bn_1_reduce_4/ReadVariableOp"; -"2042 NASNet/reduction_bn_1_reduce_4/ReadVariableOp" -> "2049 NASNet/reduction_bn_1_reduce_4/FusedBatchNormV3"; -"2043 NASNet/reduction_bn_1_reduce_4/ReadVariableOp_1/resource" -> "2044 NASNet/reduction_bn_1_reduce_4/ReadVariableOp_1"; -"2044 NASNet/reduction_bn_1_reduce_4/ReadVariableOp_1" -> "2049 NASNet/reduction_bn_1_reduce_4/FusedBatchNormV3"; -"2045 NASNet/reduction_bn_1_reduce_4/FusedBatchNormV3/ReadVariableOp/resource" -> "2046 NASNet/reduction_bn_1_reduce_4/FusedBatchNormV3/ReadVariableOp"; -"2046 NASNet/reduction_bn_1_reduce_4/FusedBatchNormV3/ReadVariableOp" -> "2049 NASNet/reduction_bn_1_reduce_4/FusedBatchNormV3"; -"2047 NASNet/reduction_bn_1_reduce_4/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2048 NASNet/reduction_bn_1_reduce_4/FusedBatchNormV3/ReadVariableOp_1"; -"2048 NASNet/reduction_bn_1_reduce_4/FusedBatchNormV3/ReadVariableOp_1" -> "2049 NASNet/reduction_bn_1_reduce_4/FusedBatchNormV3"; -"2049 NASNet/reduction_bn_1_reduce_4/FusedBatchNormV3" -> "2051 NASNet/activation_71/Relu"; -"2049 NASNet/reduction_bn_1_reduce_4/FusedBatchNormV3" -> "2257 NASNet/reduction_pad_1_reduce_4/Pad"; -"2050 NASNet/activation_73/Relu" -> "2053 NASNet/separable_conv_1_pad_reduction_right1_reduce_4/Pad"; -"2051 NASNet/activation_71/Relu" -> "2055 NASNet/separable_conv_1_pad_reduction_left1_reduce_4/Pad"; -"2052 NASNet/separable_conv_1_pad_reduction_right1_reduce_4/Pad/paddings" -> "2053 NASNet/separable_conv_1_pad_reduction_right1_reduce_4/Pad"; -"2053 NASNet/separable_conv_1_pad_reduction_right1_reduce_4/Pad" -> "2072 NASNet/separable_conv_1_reduction_right1_reduce_4/separable_conv2d/depthwise"; -"2054 NASNet/separable_conv_1_pad_reduction_left1_reduce_4/Pad/paddings" -> "2055 NASNet/separable_conv_1_pad_reduction_left1_reduce_4/Pad"; -"2055 NASNet/separable_conv_1_pad_reduction_left1_reduce_4/Pad" -> "2090 NASNet/separable_conv_1_reduction_left1_reduce_4/separable_conv2d/depthwise"; -"2056 NASNet/separable_conv_1_reduction_right1_reduce_4/Sigmoid/ReadVariableOp/resource" -> "2057 NASNet/separable_conv_1_reduction_right1_reduce_4/Sigmoid/ReadVariableOp"; -"2057 NASNet/separable_conv_1_reduction_right1_reduce_4/Sigmoid/ReadVariableOp" -> "2058 NASNet/separable_conv_1_reduction_right1_reduce_4/Sigmoid"; -"2058 NASNet/separable_conv_1_reduction_right1_reduce_4/Sigmoid" -> "2059 NASNet/separable_conv_1_reduction_right1_reduce_4/Round"; -"2059 NASNet/separable_conv_1_reduction_right1_reduce_4/Round" -> "2062 NASNet/separable_conv_1_reduction_right1_reduce_4/mul"; -"2060 NASNet/separable_conv_1_reduction_right1_reduce_4/ReadVariableOp/resource" -> "2061 NASNet/separable_conv_1_reduction_right1_reduce_4/ReadVariableOp"; -"2061 NASNet/separable_conv_1_reduction_right1_reduce_4/ReadVariableOp" -> "2062 NASNet/separable_conv_1_reduction_right1_reduce_4/mul"; -"2062 NASNet/separable_conv_1_reduction_right1_reduce_4/mul" -> "2072 NASNet/separable_conv_1_reduction_right1_reduce_4/separable_conv2d/depthwise"; -"2063 NASNet/separable_conv_1_reduction_right1_reduce_4/Sigmoid_1/ReadVariableOp/resource" -> "2064 NASNet/separable_conv_1_reduction_right1_reduce_4/Sigmoid_1/ReadVariableOp"; -"2064 NASNet/separable_conv_1_reduction_right1_reduce_4/Sigmoid_1/ReadVariableOp" -> "2065 NASNet/separable_conv_1_reduction_right1_reduce_4/Sigmoid_1"; -"2065 NASNet/separable_conv_1_reduction_right1_reduce_4/Sigmoid_1" -> "2066 NASNet/separable_conv_1_reduction_right1_reduce_4/Round_1"; -"2066 NASNet/separable_conv_1_reduction_right1_reduce_4/Round_1" -> "2069 NASNet/separable_conv_1_reduction_right1_reduce_4/mul_1"; -"2067 NASNet/separable_conv_1_reduction_right1_reduce_4/ReadVariableOp_1/resource" -> "2068 NASNet/separable_conv_1_reduction_right1_reduce_4/ReadVariableOp_1"; -"2068 NASNet/separable_conv_1_reduction_right1_reduce_4/ReadVariableOp_1" -> "2069 NASNet/separable_conv_1_reduction_right1_reduce_4/mul_1"; -"2069 NASNet/separable_conv_1_reduction_right1_reduce_4/mul_1" -> "2073 NASNet/separable_conv_1_reduction_right1_reduce_4/separable_conv2d"; -"2072 NASNet/separable_conv_1_reduction_right1_reduce_4/separable_conv2d/depthwise" -> "2073 NASNet/separable_conv_1_reduction_right1_reduce_4/separable_conv2d"; -"2073 NASNet/separable_conv_1_reduction_right1_reduce_4/separable_conv2d" -> "2100 NASNet/separable_conv_1_bn_reduction_right1_reduce_4/FusedBatchNormV3"; -"2074 NASNet/separable_conv_1_reduction_left1_reduce_4/Sigmoid/ReadVariableOp/resource" -> "2075 NASNet/separable_conv_1_reduction_left1_reduce_4/Sigmoid/ReadVariableOp"; 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NASNet/separable_conv_1_reduction_left1_reduce_4/Sigmoid_1/ReadVariableOp"; -"2082 NASNet/separable_conv_1_reduction_left1_reduce_4/Sigmoid_1/ReadVariableOp" -> "2083 NASNet/separable_conv_1_reduction_left1_reduce_4/Sigmoid_1"; -"2083 NASNet/separable_conv_1_reduction_left1_reduce_4/Sigmoid_1" -> "2084 NASNet/separable_conv_1_reduction_left1_reduce_4/Round_1"; -"2084 NASNet/separable_conv_1_reduction_left1_reduce_4/Round_1" -> "2087 NASNet/separable_conv_1_reduction_left1_reduce_4/mul_1"; -"2085 NASNet/separable_conv_1_reduction_left1_reduce_4/ReadVariableOp_1/resource" -> "2086 NASNet/separable_conv_1_reduction_left1_reduce_4/ReadVariableOp_1"; -"2086 NASNet/separable_conv_1_reduction_left1_reduce_4/ReadVariableOp_1" -> "2087 NASNet/separable_conv_1_reduction_left1_reduce_4/mul_1"; -"2087 NASNet/separable_conv_1_reduction_left1_reduce_4/mul_1" -> "2091 NASNet/separable_conv_1_reduction_left1_reduce_4/separable_conv2d"; -"2090 NASNet/separable_conv_1_reduction_left1_reduce_4/separable_conv2d/depthwise" -> "2091 NASNet/separable_conv_1_reduction_left1_reduce_4/separable_conv2d"; -"2091 NASNet/separable_conv_1_reduction_left1_reduce_4/separable_conv2d" -> "2109 NASNet/separable_conv_1_bn_reduction_left1_reduce_4/FusedBatchNormV3"; -"2092 NASNet/separable_conv_1_bn_reduction_right1_reduce_4/ReadVariableOp/resource" -> "2093 NASNet/separable_conv_1_bn_reduction_right1_reduce_4/ReadVariableOp"; -"2093 NASNet/separable_conv_1_bn_reduction_right1_reduce_4/ReadVariableOp" -> "2100 NASNet/separable_conv_1_bn_reduction_right1_reduce_4/FusedBatchNormV3"; -"2094 NASNet/separable_conv_1_bn_reduction_right1_reduce_4/ReadVariableOp_1/resource" -> "2095 NASNet/separable_conv_1_bn_reduction_right1_reduce_4/ReadVariableOp_1"; -"2095 NASNet/separable_conv_1_bn_reduction_right1_reduce_4/ReadVariableOp_1" -> "2100 NASNet/separable_conv_1_bn_reduction_right1_reduce_4/FusedBatchNormV3"; -"2096 NASNet/separable_conv_1_bn_reduction_right1_reduce_4/FusedBatchNormV3/ReadVariableOp/resource" -> "2097 NASNet/separable_conv_1_bn_reduction_right1_reduce_4/FusedBatchNormV3/ReadVariableOp"; -"2097 NASNet/separable_conv_1_bn_reduction_right1_reduce_4/FusedBatchNormV3/ReadVariableOp" -> "2100 NASNet/separable_conv_1_bn_reduction_right1_reduce_4/FusedBatchNormV3"; -"2098 NASNet/separable_conv_1_bn_reduction_right1_reduce_4/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2099 NASNet/separable_conv_1_bn_reduction_right1_reduce_4/FusedBatchNormV3/ReadVariableOp_1"; -"2099 NASNet/separable_conv_1_bn_reduction_right1_reduce_4/FusedBatchNormV3/ReadVariableOp_1" -> "2100 NASNet/separable_conv_1_bn_reduction_right1_reduce_4/FusedBatchNormV3"; -"2100 NASNet/separable_conv_1_bn_reduction_right1_reduce_4/FusedBatchNormV3" -> "2110 NASNet/activation_74/Relu"; -"2101 NASNet/separable_conv_1_bn_reduction_left1_reduce_4/ReadVariableOp/resource" -> "2102 NASNet/separable_conv_1_bn_reduction_left1_reduce_4/ReadVariableOp"; -"2102 NASNet/separable_conv_1_bn_reduction_left1_reduce_4/ReadVariableOp" -> "2109 NASNet/separable_conv_1_bn_reduction_left1_reduce_4/FusedBatchNormV3"; -"2103 NASNet/separable_conv_1_bn_reduction_left1_reduce_4/ReadVariableOp_1/resource" -> "2104 NASNet/separable_conv_1_bn_reduction_left1_reduce_4/ReadVariableOp_1"; -"2104 NASNet/separable_conv_1_bn_reduction_left1_reduce_4/ReadVariableOp_1" -> "2109 NASNet/separable_conv_1_bn_reduction_left1_reduce_4/FusedBatchNormV3"; -"2105 NASNet/separable_conv_1_bn_reduction_left1_reduce_4/FusedBatchNormV3/ReadVariableOp/resource" -> "2106 NASNet/separable_conv_1_bn_reduction_left1_reduce_4/FusedBatchNormV3/ReadVariableOp"; -"2106 NASNet/separable_conv_1_bn_reduction_left1_reduce_4/FusedBatchNormV3/ReadVariableOp" -> "2109 NASNet/separable_conv_1_bn_reduction_left1_reduce_4/FusedBatchNormV3"; -"2107 NASNet/separable_conv_1_bn_reduction_left1_reduce_4/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2108 NASNet/separable_conv_1_bn_reduction_left1_reduce_4/FusedBatchNormV3/ReadVariableOp_1"; -"2108 NASNet/separable_conv_1_bn_reduction_left1_reduce_4/FusedBatchNormV3/ReadVariableOp_1" -> "2109 NASNet/separable_conv_1_bn_reduction_left1_reduce_4/FusedBatchNormV3"; -"2109 NASNet/separable_conv_1_bn_reduction_left1_reduce_4/FusedBatchNormV3" -> "2111 NASNet/activation_72/Relu"; -"2110 NASNet/activation_74/Relu" -> "2128 NASNet/separable_conv_2_reduction_right1_reduce_4/separable_conv2d/depthwise"; -"2111 NASNet/activation_72/Relu" -> "2146 NASNet/separable_conv_2_reduction_left1_reduce_4/separable_conv2d/depthwise"; -"2112 NASNet/separable_conv_2_reduction_right1_reduce_4/Sigmoid/ReadVariableOp/resource" -> "2113 NASNet/separable_conv_2_reduction_right1_reduce_4/Sigmoid/ReadVariableOp"; -"2113 NASNet/separable_conv_2_reduction_right1_reduce_4/Sigmoid/ReadVariableOp" -> "2114 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NASNet/separable_conv_2_bn_reduction_left4_reduce_4/FusedBatchNormV3"; -"2332 NASNet/separable_conv_2_bn_reduction_left4_reduce_4/FusedBatchNormV3/ReadVariableOp/resource" -> "2333 NASNet/separable_conv_2_bn_reduction_left4_reduce_4/FusedBatchNormV3/ReadVariableOp"; -"2333 NASNet/separable_conv_2_bn_reduction_left4_reduce_4/FusedBatchNormV3/ReadVariableOp" -> "2336 NASNet/separable_conv_2_bn_reduction_left4_reduce_4/FusedBatchNormV3"; -"2334 NASNet/separable_conv_2_bn_reduction_left4_reduce_4/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2335 NASNet/separable_conv_2_bn_reduction_left4_reduce_4/FusedBatchNormV3/ReadVariableOp_1"; -"2335 NASNet/separable_conv_2_bn_reduction_left4_reduce_4/FusedBatchNormV3/ReadVariableOp_1" -> "2336 NASNet/separable_conv_2_bn_reduction_left4_reduce_4/FusedBatchNormV3"; -"2336 NASNet/separable_conv_2_bn_reduction_left4_reduce_4/FusedBatchNormV3" -> "2355 NASNet/reduction_add4_reduce_4/add"; -"2337 NASNet/reduction_right5_reduce_4/MaxPool" -> "2355 NASNet/reduction_add4_reduce_4/add"; -"2338 NASNet/reduction_left4_reduce_4/AvgPool" -> "2354 NASNet/add_2/add"; -"2339 NASNet/reduction_left3_reduce_4/AvgPool" -> "2353 NASNet/reduction_add3_reduce_4/add"; -"2340 NASNet/separable_conv_2_bn_reduction_right3_reduce_4/ReadVariableOp/resource" -> "2341 NASNet/separable_conv_2_bn_reduction_right3_reduce_4/ReadVariableOp"; -"2341 NASNet/separable_conv_2_bn_reduction_right3_reduce_4/ReadVariableOp" -> "2348 NASNet/separable_conv_2_bn_reduction_right3_reduce_4/FusedBatchNormV3"; -"2342 NASNet/separable_conv_2_bn_reduction_right3_reduce_4/ReadVariableOp_1/resource" -> "2343 NASNet/separable_conv_2_bn_reduction_right3_reduce_4/ReadVariableOp_1"; -"2343 NASNet/separable_conv_2_bn_reduction_right3_reduce_4/ReadVariableOp_1" -> "2348 NASNet/separable_conv_2_bn_reduction_right3_reduce_4/FusedBatchNormV3"; -"2344 NASNet/separable_conv_2_bn_reduction_right3_reduce_4/FusedBatchNormV3/ReadVariableOp/resource" -> "2345 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-> "2352 NASNet/cropping2d_2/strided_slice"; -"2352 NASNet/cropping2d_2/strided_slice" -> "2358 NASNet/adjust_avg_pool_2_5/AvgPool"; -"2353 NASNet/reduction_add3_reduce_4/add" -> "2357 NASNet/reduction_concat_reduce_4/concat"; -"2354 NASNet/add_2/add" -> "2357 NASNet/reduction_concat_reduce_4/concat"; -"2355 NASNet/reduction_add4_reduce_4/add" -> "2357 NASNet/reduction_concat_reduce_4/concat"; -"2356 NASNet/reduction_concat_reduce_4/concat/axis" -> "2357 NASNet/reduction_concat_reduce_4/concat"; -"2357 NASNet/reduction_concat_reduce_4/concat" -> "2360 NASNet/activation_81/Relu"; -"2357 NASNet/reduction_concat_reduce_4/concat" -> "2696 NASNet/activation_92/Relu"; -"2358 NASNet/adjust_avg_pool_2_5/AvgPool" -> "2376 NASNet/adjust_conv_2_5/Conv2D"; -"2359 NASNet/adjust_avg_pool_1_5/AvgPool" -> "2368 NASNet/adjust_conv_1_5/Conv2D"; -"2360 NASNet/activation_81/Relu" -> "2384 NASNet/normal_conv_1_5/Conv2D"; -"2361 NASNet/adjust_conv_1_5/Sigmoid/ReadVariableOp/resource" -> "2362 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NASNet/adjust_conv_2_5/mul"; -"2373 NASNet/adjust_conv_2_5/ReadVariableOp/resource" -> "2374 NASNet/adjust_conv_2_5/ReadVariableOp"; -"2374 NASNet/adjust_conv_2_5/ReadVariableOp" -> "2375 NASNet/adjust_conv_2_5/mul"; -"2375 NASNet/adjust_conv_2_5/mul" -> "2376 NASNet/adjust_conv_2_5/Conv2D"; -"2376 NASNet/adjust_conv_2_5/Conv2D" -> "2386 NASNet/concatenate_2/concat"; -"2377 NASNet/normal_conv_1_5/Sigmoid/ReadVariableOp/resource" -> "2378 NASNet/normal_conv_1_5/Sigmoid/ReadVariableOp"; -"2378 NASNet/normal_conv_1_5/Sigmoid/ReadVariableOp" -> "2379 NASNet/normal_conv_1_5/Sigmoid"; -"2379 NASNet/normal_conv_1_5/Sigmoid" -> "2380 NASNet/normal_conv_1_5/Round"; -"2380 NASNet/normal_conv_1_5/Round" -> "2383 NASNet/normal_conv_1_5/mul"; -"2381 NASNet/normal_conv_1_5/ReadVariableOp/resource" -> "2382 NASNet/normal_conv_1_5/ReadVariableOp"; -"2382 NASNet/normal_conv_1_5/ReadVariableOp" -> "2383 NASNet/normal_conv_1_5/mul"; -"2383 NASNet/normal_conv_1_5/mul" -> "2384 NASNet/normal_conv_1_5/Conv2D"; -"2384 NASNet/normal_conv_1_5/Conv2D" -> "2404 NASNet/normal_bn_1_5/FusedBatchNormV3"; -"2385 NASNet/concatenate_2/concat/axis" -> "2386 NASNet/concatenate_2/concat"; -"2386 NASNet/concatenate_2/concat" -> "2395 NASNet/adjust_bn_5/FusedBatchNormV3"; -"2387 NASNet/adjust_bn_5/ReadVariableOp/resource" -> "2388 NASNet/adjust_bn_5/ReadVariableOp"; -"2388 NASNet/adjust_bn_5/ReadVariableOp" -> "2395 NASNet/adjust_bn_5/FusedBatchNormV3"; -"2389 NASNet/adjust_bn_5/ReadVariableOp_1/resource" -> "2390 NASNet/adjust_bn_5/ReadVariableOp_1"; -"2390 NASNet/adjust_bn_5/ReadVariableOp_1" -> "2395 NASNet/adjust_bn_5/FusedBatchNormV3"; -"2391 NASNet/adjust_bn_5/FusedBatchNormV3/ReadVariableOp/resource" -> "2392 NASNet/adjust_bn_5/FusedBatchNormV3/ReadVariableOp"; -"2392 NASNet/adjust_bn_5/FusedBatchNormV3/ReadVariableOp" -> "2395 NASNet/adjust_bn_5/FusedBatchNormV3"; -"2393 NASNet/adjust_bn_5/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2394 NASNet/adjust_bn_5/FusedBatchNormV3/ReadVariableOp_1"; -"2394 NASNet/adjust_bn_5/FusedBatchNormV3/ReadVariableOp_1" -> "2395 NASNet/adjust_bn_5/FusedBatchNormV3"; -"2395 NASNet/adjust_bn_5/FusedBatchNormV3" -> "2406 NASNet/activation_88/Relu"; -"2395 NASNet/adjust_bn_5/FusedBatchNormV3" -> "2407 NASNet/activation_86/Relu"; -"2395 NASNet/adjust_bn_5/FusedBatchNormV3" -> "2408 NASNet/activation_84/Relu"; -"2395 NASNet/adjust_bn_5/FusedBatchNormV3" -> "2649 NASNet/normal_left4_5/AvgPool"; -"2395 NASNet/adjust_bn_5/FusedBatchNormV3" -> "2650 NASNet/normal_right4_5/AvgPool"; -"2395 NASNet/adjust_bn_5/FusedBatchNormV3" -> "2690 NASNet/normal_add_3_5/add"; -"2395 NASNet/adjust_bn_5/FusedBatchNormV3" -> "2694 NASNet/normal_concat_5/concat"; -"2396 NASNet/normal_bn_1_5/ReadVariableOp/resource" -> "2397 NASNet/normal_bn_1_5/ReadVariableOp"; -"2397 NASNet/normal_bn_1_5/ReadVariableOp" -> "2404 NASNet/normal_bn_1_5/FusedBatchNormV3"; -"2398 NASNet/normal_bn_1_5/ReadVariableOp_1/resource" -> "2399 NASNet/normal_bn_1_5/ReadVariableOp_1"; -"2399 NASNet/normal_bn_1_5/ReadVariableOp_1" -> "2404 NASNet/normal_bn_1_5/FusedBatchNormV3"; -"2400 NASNet/normal_bn_1_5/FusedBatchNormV3/ReadVariableOp/resource" -> "2401 NASNet/normal_bn_1_5/FusedBatchNormV3/ReadVariableOp"; -"2401 NASNet/normal_bn_1_5/FusedBatchNormV3/ReadVariableOp" -> "2404 NASNet/normal_bn_1_5/FusedBatchNormV3"; -"2402 NASNet/normal_bn_1_5/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2403 NASNet/normal_bn_1_5/FusedBatchNormV3/ReadVariableOp_1"; -"2403 NASNet/normal_bn_1_5/FusedBatchNormV3/ReadVariableOp_1" -> "2404 NASNet/normal_bn_1_5/FusedBatchNormV3"; -"2404 NASNet/normal_bn_1_5/FusedBatchNormV3" -> "2405 NASNet/activation_90/Relu"; -"2404 NASNet/normal_bn_1_5/FusedBatchNormV3" -> "2409 NASNet/activation_82/Relu"; -"2404 NASNet/normal_bn_1_5/FusedBatchNormV3" -> "2651 NASNet/normal_left3_5/AvgPool"; -"2404 NASNet/normal_bn_1_5/FusedBatchNormV3" -> "2692 NASNet/normal_add_5_5/add"; -"2405 NASNet/activation_90/Relu" -> "2426 NASNet/separable_conv_1_normal_left5_5/separable_conv2d/depthwise"; -"2406 NASNet/activation_88/Relu" -> "2444 NASNet/separable_conv_1_normal_right2_5/separable_conv2d/depthwise"; -"2407 NASNet/activation_86/Relu" -> "2462 NASNet/separable_conv_1_normal_left2_5/separable_conv2d/depthwise"; -"2408 NASNet/activation_84/Relu" -> "2480 NASNet/separable_conv_1_normal_right1_5/separable_conv2d/depthwise"; -"2409 NASNet/activation_82/Relu" -> "2498 NASNet/separable_conv_1_normal_left1_5/separable_conv2d/depthwise"; -"2410 NASNet/separable_conv_1_normal_left5_5/Sigmoid/ReadVariableOp/resource" -> "2411 NASNet/separable_conv_1_normal_left5_5/Sigmoid/ReadVariableOp"; -"2411 NASNet/separable_conv_1_normal_left5_5/Sigmoid/ReadVariableOp" -> "2412 NASNet/separable_conv_1_normal_left5_5/Sigmoid"; -"2412 NASNet/separable_conv_1_normal_left5_5/Sigmoid" -> "2413 NASNet/separable_conv_1_normal_left5_5/Round"; -"2413 NASNet/separable_conv_1_normal_left5_5/Round" -> "2416 NASNet/separable_conv_1_normal_left5_5/mul"; -"2414 NASNet/separable_conv_1_normal_left5_5/ReadVariableOp/resource" -> "2415 NASNet/separable_conv_1_normal_left5_5/ReadVariableOp"; -"2415 NASNet/separable_conv_1_normal_left5_5/ReadVariableOp" -> "2416 NASNet/separable_conv_1_normal_left5_5/mul"; -"2416 NASNet/separable_conv_1_normal_left5_5/mul" -> "2426 NASNet/separable_conv_1_normal_left5_5/separable_conv2d/depthwise"; -"2417 NASNet/separable_conv_1_normal_left5_5/Sigmoid_1/ReadVariableOp/resource" -> "2418 NASNet/separable_conv_1_normal_left5_5/Sigmoid_1/ReadVariableOp"; -"2418 NASNet/separable_conv_1_normal_left5_5/Sigmoid_1/ReadVariableOp" -> "2419 NASNet/separable_conv_1_normal_left5_5/Sigmoid_1"; -"2419 NASNet/separable_conv_1_normal_left5_5/Sigmoid_1" -> "2420 NASNet/separable_conv_1_normal_left5_5/Round_1"; -"2420 NASNet/separable_conv_1_normal_left5_5/Round_1" -> "2423 NASNet/separable_conv_1_normal_left5_5/mul_1"; -"2421 NASNet/separable_conv_1_normal_left5_5/ReadVariableOp_1/resource" -> "2422 NASNet/separable_conv_1_normal_left5_5/ReadVariableOp_1"; -"2422 NASNet/separable_conv_1_normal_left5_5/ReadVariableOp_1" -> "2423 NASNet/separable_conv_1_normal_left5_5/mul_1"; -"2423 NASNet/separable_conv_1_normal_left5_5/mul_1" -> "2427 NASNet/separable_conv_1_normal_left5_5/separable_conv2d"; -"2426 NASNet/separable_conv_1_normal_left5_5/separable_conv2d/depthwise" -> "2427 NASNet/separable_conv_1_normal_left5_5/separable_conv2d"; -"2427 NASNet/separable_conv_1_normal_left5_5/separable_conv2d" -> "2508 NASNet/separable_conv_1_bn_normal_left5_5/FusedBatchNormV3"; -"2428 NASNet/separable_conv_1_normal_right2_5/Sigmoid/ReadVariableOp/resource" -> "2429 NASNet/separable_conv_1_normal_right2_5/Sigmoid/ReadVariableOp"; -"2429 NASNet/separable_conv_1_normal_right2_5/Sigmoid/ReadVariableOp" -> "2430 NASNet/separable_conv_1_normal_right2_5/Sigmoid"; -"2430 NASNet/separable_conv_1_normal_right2_5/Sigmoid" -> "2431 NASNet/separable_conv_1_normal_right2_5/Round"; -"2431 NASNet/separable_conv_1_normal_right2_5/Round" -> "2434 NASNet/separable_conv_1_normal_right2_5/mul"; -"2432 NASNet/separable_conv_1_normal_right2_5/ReadVariableOp/resource" -> "2433 NASNet/separable_conv_1_normal_right2_5/ReadVariableOp"; -"2433 NASNet/separable_conv_1_normal_right2_5/ReadVariableOp" -> "2434 NASNet/separable_conv_1_normal_right2_5/mul"; -"2434 NASNet/separable_conv_1_normal_right2_5/mul" -> "2444 NASNet/separable_conv_1_normal_right2_5/separable_conv2d/depthwise"; -"2435 NASNet/separable_conv_1_normal_right2_5/Sigmoid_1/ReadVariableOp/resource" -> "2436 NASNet/separable_conv_1_normal_right2_5/Sigmoid_1/ReadVariableOp"; -"2436 NASNet/separable_conv_1_normal_right2_5/Sigmoid_1/ReadVariableOp" -> "2437 NASNet/separable_conv_1_normal_right2_5/Sigmoid_1"; -"2437 NASNet/separable_conv_1_normal_right2_5/Sigmoid_1" -> "2438 NASNet/separable_conv_1_normal_right2_5/Round_1"; -"2438 NASNet/separable_conv_1_normal_right2_5/Round_1" -> "2441 NASNet/separable_conv_1_normal_right2_5/mul_1"; -"2439 NASNet/separable_conv_1_normal_right2_5/ReadVariableOp_1/resource" -> "2440 NASNet/separable_conv_1_normal_right2_5/ReadVariableOp_1"; -"2440 NASNet/separable_conv_1_normal_right2_5/ReadVariableOp_1" -> "2441 NASNet/separable_conv_1_normal_right2_5/mul_1"; -"2441 NASNet/separable_conv_1_normal_right2_5/mul_1" -> "2445 NASNet/separable_conv_1_normal_right2_5/separable_conv2d"; -"2444 NASNet/separable_conv_1_normal_right2_5/separable_conv2d/depthwise" -> "2445 NASNet/separable_conv_1_normal_right2_5/separable_conv2d"; -"2445 NASNet/separable_conv_1_normal_right2_5/separable_conv2d" -> "2517 NASNet/separable_conv_1_bn_normal_right2_5/FusedBatchNormV3"; -"2446 NASNet/separable_conv_1_normal_left2_5/Sigmoid/ReadVariableOp/resource" -> "2447 NASNet/separable_conv_1_normal_left2_5/Sigmoid/ReadVariableOp"; -"2447 NASNet/separable_conv_1_normal_left2_5/Sigmoid/ReadVariableOp" -> "2448 NASNet/separable_conv_1_normal_left2_5/Sigmoid"; -"2448 NASNet/separable_conv_1_normal_left2_5/Sigmoid" -> "2449 NASNet/separable_conv_1_normal_left2_5/Round"; -"2449 NASNet/separable_conv_1_normal_left2_5/Round" -> "2452 NASNet/separable_conv_1_normal_left2_5/mul"; -"2450 NASNet/separable_conv_1_normal_left2_5/ReadVariableOp/resource" -> "2451 NASNet/separable_conv_1_normal_left2_5/ReadVariableOp"; -"2451 NASNet/separable_conv_1_normal_left2_5/ReadVariableOp" -> "2452 NASNet/separable_conv_1_normal_left2_5/mul"; -"2452 NASNet/separable_conv_1_normal_left2_5/mul" -> "2462 NASNet/separable_conv_1_normal_left2_5/separable_conv2d/depthwise"; -"2453 NASNet/separable_conv_1_normal_left2_5/Sigmoid_1/ReadVariableOp/resource" -> "2454 NASNet/separable_conv_1_normal_left2_5/Sigmoid_1/ReadVariableOp"; -"2454 NASNet/separable_conv_1_normal_left2_5/Sigmoid_1/ReadVariableOp" -> "2455 NASNet/separable_conv_1_normal_left2_5/Sigmoid_1"; -"2455 NASNet/separable_conv_1_normal_left2_5/Sigmoid_1" -> "2456 NASNet/separable_conv_1_normal_left2_5/Round_1"; -"2456 NASNet/separable_conv_1_normal_left2_5/Round_1" -> "2459 NASNet/separable_conv_1_normal_left2_5/mul_1"; -"2457 NASNet/separable_conv_1_normal_left2_5/ReadVariableOp_1/resource" -> "2458 NASNet/separable_conv_1_normal_left2_5/ReadVariableOp_1"; -"2458 NASNet/separable_conv_1_normal_left2_5/ReadVariableOp_1" -> "2459 NASNet/separable_conv_1_normal_left2_5/mul_1"; -"2459 NASNet/separable_conv_1_normal_left2_5/mul_1" -> "2463 NASNet/separable_conv_1_normal_left2_5/separable_conv2d"; -"2462 NASNet/separable_conv_1_normal_left2_5/separable_conv2d/depthwise" -> "2463 NASNet/separable_conv_1_normal_left2_5/separable_conv2d"; -"2463 NASNet/separable_conv_1_normal_left2_5/separable_conv2d" -> "2526 NASNet/separable_conv_1_bn_normal_left2_5/FusedBatchNormV3"; -"2464 NASNet/separable_conv_1_normal_right1_5/Sigmoid/ReadVariableOp/resource" -> "2465 NASNet/separable_conv_1_normal_right1_5/Sigmoid/ReadVariableOp"; -"2465 NASNet/separable_conv_1_normal_right1_5/Sigmoid/ReadVariableOp" -> "2466 NASNet/separable_conv_1_normal_right1_5/Sigmoid"; -"2466 NASNet/separable_conv_1_normal_right1_5/Sigmoid" -> "2467 NASNet/separable_conv_1_normal_right1_5/Round"; -"2467 NASNet/separable_conv_1_normal_right1_5/Round" -> "2470 NASNet/separable_conv_1_normal_right1_5/mul"; -"2468 NASNet/separable_conv_1_normal_right1_5/ReadVariableOp/resource" -> "2469 NASNet/separable_conv_1_normal_right1_5/ReadVariableOp"; -"2469 NASNet/separable_conv_1_normal_right1_5/ReadVariableOp" -> "2470 NASNet/separable_conv_1_normal_right1_5/mul"; -"2470 NASNet/separable_conv_1_normal_right1_5/mul" -> "2480 NASNet/separable_conv_1_normal_right1_5/separable_conv2d/depthwise"; -"2471 NASNet/separable_conv_1_normal_right1_5/Sigmoid_1/ReadVariableOp/resource" -> "2472 NASNet/separable_conv_1_normal_right1_5/Sigmoid_1/ReadVariableOp"; -"2472 NASNet/separable_conv_1_normal_right1_5/Sigmoid_1/ReadVariableOp" -> "2473 NASNet/separable_conv_1_normal_right1_5/Sigmoid_1"; -"2473 NASNet/separable_conv_1_normal_right1_5/Sigmoid_1" -> "2474 NASNet/separable_conv_1_normal_right1_5/Round_1"; -"2474 NASNet/separable_conv_1_normal_right1_5/Round_1" -> "2477 NASNet/separable_conv_1_normal_right1_5/mul_1"; -"2475 NASNet/separable_conv_1_normal_right1_5/ReadVariableOp_1/resource" -> "2476 NASNet/separable_conv_1_normal_right1_5/ReadVariableOp_1"; -"2476 NASNet/separable_conv_1_normal_right1_5/ReadVariableOp_1" -> "2477 NASNet/separable_conv_1_normal_right1_5/mul_1"; -"2477 NASNet/separable_conv_1_normal_right1_5/mul_1" -> "2481 NASNet/separable_conv_1_normal_right1_5/separable_conv2d"; -"2480 NASNet/separable_conv_1_normal_right1_5/separable_conv2d/depthwise" -> "2481 NASNet/separable_conv_1_normal_right1_5/separable_conv2d"; -"2481 NASNet/separable_conv_1_normal_right1_5/separable_conv2d" -> "2535 NASNet/separable_conv_1_bn_normal_right1_5/FusedBatchNormV3"; -"2482 NASNet/separable_conv_1_normal_left1_5/Sigmoid/ReadVariableOp/resource" -> "2483 NASNet/separable_conv_1_normal_left1_5/Sigmoid/ReadVariableOp"; -"2483 NASNet/separable_conv_1_normal_left1_5/Sigmoid/ReadVariableOp" -> "2484 NASNet/separable_conv_1_normal_left1_5/Sigmoid"; -"2484 NASNet/separable_conv_1_normal_left1_5/Sigmoid" -> "2485 NASNet/separable_conv_1_normal_left1_5/Round"; -"2485 NASNet/separable_conv_1_normal_left1_5/Round" -> "2488 NASNet/separable_conv_1_normal_left1_5/mul"; -"2486 NASNet/separable_conv_1_normal_left1_5/ReadVariableOp/resource" -> "2487 NASNet/separable_conv_1_normal_left1_5/ReadVariableOp"; -"2487 NASNet/separable_conv_1_normal_left1_5/ReadVariableOp" -> "2488 NASNet/separable_conv_1_normal_left1_5/mul"; -"2488 NASNet/separable_conv_1_normal_left1_5/mul" -> "2498 NASNet/separable_conv_1_normal_left1_5/separable_conv2d/depthwise"; -"2489 NASNet/separable_conv_1_normal_left1_5/Sigmoid_1/ReadVariableOp/resource" -> "2490 NASNet/separable_conv_1_normal_left1_5/Sigmoid_1/ReadVariableOp"; -"2490 NASNet/separable_conv_1_normal_left1_5/Sigmoid_1/ReadVariableOp" -> "2491 NASNet/separable_conv_1_normal_left1_5/Sigmoid_1"; -"2491 NASNet/separable_conv_1_normal_left1_5/Sigmoid_1" -> "2492 NASNet/separable_conv_1_normal_left1_5/Round_1"; -"2492 NASNet/separable_conv_1_normal_left1_5/Round_1" -> "2495 NASNet/separable_conv_1_normal_left1_5/mul_1"; -"2493 NASNet/separable_conv_1_normal_left1_5/ReadVariableOp_1/resource" -> "2494 NASNet/separable_conv_1_normal_left1_5/ReadVariableOp_1"; -"2494 NASNet/separable_conv_1_normal_left1_5/ReadVariableOp_1" -> "2495 NASNet/separable_conv_1_normal_left1_5/mul_1"; -"2495 NASNet/separable_conv_1_normal_left1_5/mul_1" -> "2499 NASNet/separable_conv_1_normal_left1_5/separable_conv2d"; -"2498 NASNet/separable_conv_1_normal_left1_5/separable_conv2d/depthwise" -> "2499 NASNet/separable_conv_1_normal_left1_5/separable_conv2d"; -"2499 NASNet/separable_conv_1_normal_left1_5/separable_conv2d" -> "2544 NASNet/separable_conv_1_bn_normal_left1_5/FusedBatchNormV3"; -"2500 NASNet/separable_conv_1_bn_normal_left5_5/ReadVariableOp/resource" -> "2501 NASNet/separable_conv_1_bn_normal_left5_5/ReadVariableOp"; -"2501 NASNet/separable_conv_1_bn_normal_left5_5/ReadVariableOp" -> "2508 NASNet/separable_conv_1_bn_normal_left5_5/FusedBatchNormV3"; -"2502 NASNet/separable_conv_1_bn_normal_left5_5/ReadVariableOp_1/resource" -> "2503 NASNet/separable_conv_1_bn_normal_left5_5/ReadVariableOp_1"; -"2503 NASNet/separable_conv_1_bn_normal_left5_5/ReadVariableOp_1" -> "2508 NASNet/separable_conv_1_bn_normal_left5_5/FusedBatchNormV3"; -"2504 NASNet/separable_conv_1_bn_normal_left5_5/FusedBatchNormV3/ReadVariableOp/resource" -> "2505 NASNet/separable_conv_1_bn_normal_left5_5/FusedBatchNormV3/ReadVariableOp"; -"2505 NASNet/separable_conv_1_bn_normal_left5_5/FusedBatchNormV3/ReadVariableOp" -> "2508 NASNet/separable_conv_1_bn_normal_left5_5/FusedBatchNormV3"; -"2506 NASNet/separable_conv_1_bn_normal_left5_5/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2507 NASNet/separable_conv_1_bn_normal_left5_5/FusedBatchNormV3/ReadVariableOp_1"; -"2507 NASNet/separable_conv_1_bn_normal_left5_5/FusedBatchNormV3/ReadVariableOp_1" -> "2508 NASNet/separable_conv_1_bn_normal_left5_5/FusedBatchNormV3"; -"2508 NASNet/separable_conv_1_bn_normal_left5_5/FusedBatchNormV3" -> "2545 NASNet/activation_91/Relu"; -"2509 NASNet/separable_conv_1_bn_normal_right2_5/ReadVariableOp/resource" -> "2510 NASNet/separable_conv_1_bn_normal_right2_5/ReadVariableOp"; -"2510 NASNet/separable_conv_1_bn_normal_right2_5/ReadVariableOp" -> "2517 NASNet/separable_conv_1_bn_normal_right2_5/FusedBatchNormV3"; -"2511 NASNet/separable_conv_1_bn_normal_right2_5/ReadVariableOp_1/resource" -> "2512 NASNet/separable_conv_1_bn_normal_right2_5/ReadVariableOp_1"; -"2512 NASNet/separable_conv_1_bn_normal_right2_5/ReadVariableOp_1" -> "2517 NASNet/separable_conv_1_bn_normal_right2_5/FusedBatchNormV3"; -"2513 NASNet/separable_conv_1_bn_normal_right2_5/FusedBatchNormV3/ReadVariableOp/resource" -> "2514 NASNet/separable_conv_1_bn_normal_right2_5/FusedBatchNormV3/ReadVariableOp"; -"2514 NASNet/separable_conv_1_bn_normal_right2_5/FusedBatchNormV3/ReadVariableOp" -> "2517 NASNet/separable_conv_1_bn_normal_right2_5/FusedBatchNormV3"; -"2515 NASNet/separable_conv_1_bn_normal_right2_5/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2516 NASNet/separable_conv_1_bn_normal_right2_5/FusedBatchNormV3/ReadVariableOp_1"; -"2516 NASNet/separable_conv_1_bn_normal_right2_5/FusedBatchNormV3/ReadVariableOp_1" -> "2517 NASNet/separable_conv_1_bn_normal_right2_5/FusedBatchNormV3"; -"2517 NASNet/separable_conv_1_bn_normal_right2_5/FusedBatchNormV3" -> "2546 NASNet/activation_89/Relu"; -"2518 NASNet/separable_conv_1_bn_normal_left2_5/ReadVariableOp/resource" -> "2519 NASNet/separable_conv_1_bn_normal_left2_5/ReadVariableOp"; -"2519 NASNet/separable_conv_1_bn_normal_left2_5/ReadVariableOp" -> "2526 NASNet/separable_conv_1_bn_normal_left2_5/FusedBatchNormV3"; -"2520 NASNet/separable_conv_1_bn_normal_left2_5/ReadVariableOp_1/resource" -> "2521 NASNet/separable_conv_1_bn_normal_left2_5/ReadVariableOp_1"; -"2521 NASNet/separable_conv_1_bn_normal_left2_5/ReadVariableOp_1" -> "2526 NASNet/separable_conv_1_bn_normal_left2_5/FusedBatchNormV3"; -"2522 NASNet/separable_conv_1_bn_normal_left2_5/FusedBatchNormV3/ReadVariableOp/resource" -> "2523 NASNet/separable_conv_1_bn_normal_left2_5/FusedBatchNormV3/ReadVariableOp"; -"2523 NASNet/separable_conv_1_bn_normal_left2_5/FusedBatchNormV3/ReadVariableOp" -> "2526 NASNet/separable_conv_1_bn_normal_left2_5/FusedBatchNormV3"; -"2524 NASNet/separable_conv_1_bn_normal_left2_5/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2525 NASNet/separable_conv_1_bn_normal_left2_5/FusedBatchNormV3/ReadVariableOp_1"; -"2525 NASNet/separable_conv_1_bn_normal_left2_5/FusedBatchNormV3/ReadVariableOp_1" -> "2526 NASNet/separable_conv_1_bn_normal_left2_5/FusedBatchNormV3"; -"2526 NASNet/separable_conv_1_bn_normal_left2_5/FusedBatchNormV3" -> "2547 NASNet/activation_87/Relu"; -"2527 NASNet/separable_conv_1_bn_normal_right1_5/ReadVariableOp/resource" -> "2528 NASNet/separable_conv_1_bn_normal_right1_5/ReadVariableOp"; -"2528 NASNet/separable_conv_1_bn_normal_right1_5/ReadVariableOp" -> "2535 NASNet/separable_conv_1_bn_normal_right1_5/FusedBatchNormV3"; -"2529 NASNet/separable_conv_1_bn_normal_right1_5/ReadVariableOp_1/resource" -> "2530 NASNet/separable_conv_1_bn_normal_right1_5/ReadVariableOp_1"; -"2530 NASNet/separable_conv_1_bn_normal_right1_5/ReadVariableOp_1" -> "2535 NASNet/separable_conv_1_bn_normal_right1_5/FusedBatchNormV3"; -"2531 NASNet/separable_conv_1_bn_normal_right1_5/FusedBatchNormV3/ReadVariableOp/resource" -> "2532 NASNet/separable_conv_1_bn_normal_right1_5/FusedBatchNormV3/ReadVariableOp"; -"2532 NASNet/separable_conv_1_bn_normal_right1_5/FusedBatchNormV3/ReadVariableOp" -> "2535 NASNet/separable_conv_1_bn_normal_right1_5/FusedBatchNormV3"; -"2533 NASNet/separable_conv_1_bn_normal_right1_5/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2534 NASNet/separable_conv_1_bn_normal_right1_5/FusedBatchNormV3/ReadVariableOp_1"; -"2534 NASNet/separable_conv_1_bn_normal_right1_5/FusedBatchNormV3/ReadVariableOp_1" -> "2535 NASNet/separable_conv_1_bn_normal_right1_5/FusedBatchNormV3"; -"2535 NASNet/separable_conv_1_bn_normal_right1_5/FusedBatchNormV3" -> "2548 NASNet/activation_85/Relu"; -"2536 NASNet/separable_conv_1_bn_normal_left1_5/ReadVariableOp/resource" -> "2537 NASNet/separable_conv_1_bn_normal_left1_5/ReadVariableOp"; -"2537 NASNet/separable_conv_1_bn_normal_left1_5/ReadVariableOp" -> "2544 NASNet/separable_conv_1_bn_normal_left1_5/FusedBatchNormV3"; -"2538 NASNet/separable_conv_1_bn_normal_left1_5/ReadVariableOp_1/resource" -> "2539 NASNet/separable_conv_1_bn_normal_left1_5/ReadVariableOp_1"; -"2539 NASNet/separable_conv_1_bn_normal_left1_5/ReadVariableOp_1" -> "2544 NASNet/separable_conv_1_bn_normal_left1_5/FusedBatchNormV3"; -"2540 NASNet/separable_conv_1_bn_normal_left1_5/FusedBatchNormV3/ReadVariableOp/resource" -> "2541 NASNet/separable_conv_1_bn_normal_left1_5/FusedBatchNormV3/ReadVariableOp"; -"2541 NASNet/separable_conv_1_bn_normal_left1_5/FusedBatchNormV3/ReadVariableOp" -> "2544 NASNet/separable_conv_1_bn_normal_left1_5/FusedBatchNormV3"; -"2542 NASNet/separable_conv_1_bn_normal_left1_5/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2543 NASNet/separable_conv_1_bn_normal_left1_5/FusedBatchNormV3/ReadVariableOp_1"; -"2543 NASNet/separable_conv_1_bn_normal_left1_5/FusedBatchNormV3/ReadVariableOp_1" -> "2544 NASNet/separable_conv_1_bn_normal_left1_5/FusedBatchNormV3"; -"2544 NASNet/separable_conv_1_bn_normal_left1_5/FusedBatchNormV3" -> "2549 NASNet/activation_83/Relu"; -"2545 NASNet/activation_91/Relu" -> "2566 NASNet/separable_conv_2_normal_left5_5/separable_conv2d/depthwise"; -"2546 NASNet/activation_89/Relu" -> "2584 NASNet/separable_conv_2_normal_right2_5/separable_conv2d/depthwise"; -"2547 NASNet/activation_87/Relu" -> "2602 NASNet/separable_conv_2_normal_left2_5/separable_conv2d/depthwise"; -"2548 NASNet/activation_85/Relu" -> "2620 NASNet/separable_conv_2_normal_right1_5/separable_conv2d/depthwise"; -"2549 NASNet/activation_83/Relu" -> "2638 NASNet/separable_conv_2_normal_left1_5/separable_conv2d/depthwise"; -"2550 NASNet/separable_conv_2_normal_left5_5/Sigmoid/ReadVariableOp/resource" -> "2551 NASNet/separable_conv_2_normal_left5_5/Sigmoid/ReadVariableOp"; -"2551 NASNet/separable_conv_2_normal_left5_5/Sigmoid/ReadVariableOp" -> "2552 NASNet/separable_conv_2_normal_left5_5/Sigmoid"; -"2552 NASNet/separable_conv_2_normal_left5_5/Sigmoid" -> "2553 NASNet/separable_conv_2_normal_left5_5/Round"; -"2553 NASNet/separable_conv_2_normal_left5_5/Round" -> "2556 NASNet/separable_conv_2_normal_left5_5/mul"; -"2554 NASNet/separable_conv_2_normal_left5_5/ReadVariableOp/resource" -> "2555 NASNet/separable_conv_2_normal_left5_5/ReadVariableOp"; -"2555 NASNet/separable_conv_2_normal_left5_5/ReadVariableOp" -> "2556 NASNet/separable_conv_2_normal_left5_5/mul"; -"2556 NASNet/separable_conv_2_normal_left5_5/mul" -> "2566 NASNet/separable_conv_2_normal_left5_5/separable_conv2d/depthwise"; -"2557 NASNet/separable_conv_2_normal_left5_5/Sigmoid_1/ReadVariableOp/resource" -> "2558 NASNet/separable_conv_2_normal_left5_5/Sigmoid_1/ReadVariableOp"; -"2558 NASNet/separable_conv_2_normal_left5_5/Sigmoid_1/ReadVariableOp" -> "2559 NASNet/separable_conv_2_normal_left5_5/Sigmoid_1"; -"2559 NASNet/separable_conv_2_normal_left5_5/Sigmoid_1" -> "2560 NASNet/separable_conv_2_normal_left5_5/Round_1"; -"2560 NASNet/separable_conv_2_normal_left5_5/Round_1" -> "2563 NASNet/separable_conv_2_normal_left5_5/mul_1"; -"2561 NASNet/separable_conv_2_normal_left5_5/ReadVariableOp_1/resource" -> "2562 NASNet/separable_conv_2_normal_left5_5/ReadVariableOp_1"; -"2562 NASNet/separable_conv_2_normal_left5_5/ReadVariableOp_1" -> "2563 NASNet/separable_conv_2_normal_left5_5/mul_1"; -"2563 NASNet/separable_conv_2_normal_left5_5/mul_1" -> "2567 NASNet/separable_conv_2_normal_left5_5/separable_conv2d"; -"2566 NASNet/separable_conv_2_normal_left5_5/separable_conv2d/depthwise" -> "2567 NASNet/separable_conv_2_normal_left5_5/separable_conv2d"; -"2567 NASNet/separable_conv_2_normal_left5_5/separable_conv2d" -> "2648 NASNet/separable_conv_2_bn_normal_left5_5/FusedBatchNormV3"; -"2568 NASNet/separable_conv_2_normal_right2_5/Sigmoid/ReadVariableOp/resource" -> "2569 NASNet/separable_conv_2_normal_right2_5/Sigmoid/ReadVariableOp"; -"2569 NASNet/separable_conv_2_normal_right2_5/Sigmoid/ReadVariableOp" -> "2570 NASNet/separable_conv_2_normal_right2_5/Sigmoid"; -"2570 NASNet/separable_conv_2_normal_right2_5/Sigmoid" -> "2571 NASNet/separable_conv_2_normal_right2_5/Round"; -"2571 NASNet/separable_conv_2_normal_right2_5/Round" -> "2574 NASNet/separable_conv_2_normal_right2_5/mul"; -"2572 NASNet/separable_conv_2_normal_right2_5/ReadVariableOp/resource" -> "2573 NASNet/separable_conv_2_normal_right2_5/ReadVariableOp"; -"2573 NASNet/separable_conv_2_normal_right2_5/ReadVariableOp" -> "2574 NASNet/separable_conv_2_normal_right2_5/mul"; -"2574 NASNet/separable_conv_2_normal_right2_5/mul" -> "2584 NASNet/separable_conv_2_normal_right2_5/separable_conv2d/depthwise"; -"2575 NASNet/separable_conv_2_normal_right2_5/Sigmoid_1/ReadVariableOp/resource" -> "2576 NASNet/separable_conv_2_normal_right2_5/Sigmoid_1/ReadVariableOp"; -"2576 NASNet/separable_conv_2_normal_right2_5/Sigmoid_1/ReadVariableOp" -> "2577 NASNet/separable_conv_2_normal_right2_5/Sigmoid_1"; -"2577 NASNet/separable_conv_2_normal_right2_5/Sigmoid_1" -> "2578 NASNet/separable_conv_2_normal_right2_5/Round_1"; -"2578 NASNet/separable_conv_2_normal_right2_5/Round_1" -> "2581 NASNet/separable_conv_2_normal_right2_5/mul_1"; -"2579 NASNet/separable_conv_2_normal_right2_5/ReadVariableOp_1/resource" -> "2580 NASNet/separable_conv_2_normal_right2_5/ReadVariableOp_1"; -"2580 NASNet/separable_conv_2_normal_right2_5/ReadVariableOp_1" -> "2581 NASNet/separable_conv_2_normal_right2_5/mul_1"; -"2581 NASNet/separable_conv_2_normal_right2_5/mul_1" -> "2585 NASNet/separable_conv_2_normal_right2_5/separable_conv2d"; -"2584 NASNet/separable_conv_2_normal_right2_5/separable_conv2d/depthwise" -> "2585 NASNet/separable_conv_2_normal_right2_5/separable_conv2d"; -"2585 NASNet/separable_conv_2_normal_right2_5/separable_conv2d" -> "2669 NASNet/separable_conv_2_bn_normal_right2_5/FusedBatchNormV3"; -"2586 NASNet/separable_conv_2_normal_left2_5/Sigmoid/ReadVariableOp/resource" -> "2587 NASNet/separable_conv_2_normal_left2_5/Sigmoid/ReadVariableOp"; -"2587 NASNet/separable_conv_2_normal_left2_5/Sigmoid/ReadVariableOp" -> "2588 NASNet/separable_conv_2_normal_left2_5/Sigmoid"; -"2588 NASNet/separable_conv_2_normal_left2_5/Sigmoid" -> "2589 NASNet/separable_conv_2_normal_left2_5/Round"; -"2589 NASNet/separable_conv_2_normal_left2_5/Round" -> "2592 NASNet/separable_conv_2_normal_left2_5/mul"; -"2590 NASNet/separable_conv_2_normal_left2_5/ReadVariableOp/resource" -> "2591 NASNet/separable_conv_2_normal_left2_5/ReadVariableOp"; -"2591 NASNet/separable_conv_2_normal_left2_5/ReadVariableOp" -> "2592 NASNet/separable_conv_2_normal_left2_5/mul"; -"2592 NASNet/separable_conv_2_normal_left2_5/mul" -> "2602 NASNet/separable_conv_2_normal_left2_5/separable_conv2d/depthwise"; -"2593 NASNet/separable_conv_2_normal_left2_5/Sigmoid_1/ReadVariableOp/resource" -> "2594 NASNet/separable_conv_2_normal_left2_5/Sigmoid_1/ReadVariableOp"; -"2594 NASNet/separable_conv_2_normal_left2_5/Sigmoid_1/ReadVariableOp" -> "2595 NASNet/separable_conv_2_normal_left2_5/Sigmoid_1"; -"2595 NASNet/separable_conv_2_normal_left2_5/Sigmoid_1" -> "2596 NASNet/separable_conv_2_normal_left2_5/Round_1"; -"2596 NASNet/separable_conv_2_normal_left2_5/Round_1" -> "2599 NASNet/separable_conv_2_normal_left2_5/mul_1"; -"2597 NASNet/separable_conv_2_normal_left2_5/ReadVariableOp_1/resource" -> "2598 NASNet/separable_conv_2_normal_left2_5/ReadVariableOp_1"; -"2598 NASNet/separable_conv_2_normal_left2_5/ReadVariableOp_1" -> "2599 NASNet/separable_conv_2_normal_left2_5/mul_1"; -"2599 NASNet/separable_conv_2_normal_left2_5/mul_1" -> "2603 NASNet/separable_conv_2_normal_left2_5/separable_conv2d"; -"2602 NASNet/separable_conv_2_normal_left2_5/separable_conv2d/depthwise" -> "2603 NASNet/separable_conv_2_normal_left2_5/separable_conv2d"; -"2603 NASNet/separable_conv_2_normal_left2_5/separable_conv2d" -> "2660 NASNet/separable_conv_2_bn_normal_left2_5/FusedBatchNormV3"; -"2604 NASNet/separable_conv_2_normal_right1_5/Sigmoid/ReadVariableOp/resource" -> "2605 NASNet/separable_conv_2_normal_right1_5/Sigmoid/ReadVariableOp"; -"2605 NASNet/separable_conv_2_normal_right1_5/Sigmoid/ReadVariableOp" -> "2606 NASNet/separable_conv_2_normal_right1_5/Sigmoid"; -"2606 NASNet/separable_conv_2_normal_right1_5/Sigmoid" -> "2607 NASNet/separable_conv_2_normal_right1_5/Round"; -"2607 NASNet/separable_conv_2_normal_right1_5/Round" -> "2610 NASNet/separable_conv_2_normal_right1_5/mul"; -"2608 NASNet/separable_conv_2_normal_right1_5/ReadVariableOp/resource" -> "2609 NASNet/separable_conv_2_normal_right1_5/ReadVariableOp"; -"2609 NASNet/separable_conv_2_normal_right1_5/ReadVariableOp" -> "2610 NASNet/separable_conv_2_normal_right1_5/mul"; -"2610 NASNet/separable_conv_2_normal_right1_5/mul" -> "2620 NASNet/separable_conv_2_normal_right1_5/separable_conv2d/depthwise"; -"2611 NASNet/separable_conv_2_normal_right1_5/Sigmoid_1/ReadVariableOp/resource" -> "2612 NASNet/separable_conv_2_normal_right1_5/Sigmoid_1/ReadVariableOp"; -"2612 NASNet/separable_conv_2_normal_right1_5/Sigmoid_1/ReadVariableOp" -> "2613 NASNet/separable_conv_2_normal_right1_5/Sigmoid_1"; -"2613 NASNet/separable_conv_2_normal_right1_5/Sigmoid_1" -> "2614 NASNet/separable_conv_2_normal_right1_5/Round_1"; -"2614 NASNet/separable_conv_2_normal_right1_5/Round_1" -> "2617 NASNet/separable_conv_2_normal_right1_5/mul_1"; -"2615 NASNet/separable_conv_2_normal_right1_5/ReadVariableOp_1/resource" -> "2616 NASNet/separable_conv_2_normal_right1_5/ReadVariableOp_1"; -"2616 NASNet/separable_conv_2_normal_right1_5/ReadVariableOp_1" -> "2617 NASNet/separable_conv_2_normal_right1_5/mul_1"; -"2617 NASNet/separable_conv_2_normal_right1_5/mul_1" -> "2621 NASNet/separable_conv_2_normal_right1_5/separable_conv2d"; -"2620 NASNet/separable_conv_2_normal_right1_5/separable_conv2d/depthwise" -> "2621 NASNet/separable_conv_2_normal_right1_5/separable_conv2d"; -"2621 NASNet/separable_conv_2_normal_right1_5/separable_conv2d" -> "2687 NASNet/separable_conv_2_bn_normal_right1_5/FusedBatchNormV3"; -"2622 NASNet/separable_conv_2_normal_left1_5/Sigmoid/ReadVariableOp/resource" -> "2623 NASNet/separable_conv_2_normal_left1_5/Sigmoid/ReadVariableOp"; -"2623 NASNet/separable_conv_2_normal_left1_5/Sigmoid/ReadVariableOp" -> "2624 NASNet/separable_conv_2_normal_left1_5/Sigmoid"; -"2624 NASNet/separable_conv_2_normal_left1_5/Sigmoid" -> "2625 NASNet/separable_conv_2_normal_left1_5/Round"; -"2625 NASNet/separable_conv_2_normal_left1_5/Round" -> "2628 NASNet/separable_conv_2_normal_left1_5/mul"; -"2626 NASNet/separable_conv_2_normal_left1_5/ReadVariableOp/resource" -> "2627 NASNet/separable_conv_2_normal_left1_5/ReadVariableOp"; -"2627 NASNet/separable_conv_2_normal_left1_5/ReadVariableOp" -> "2628 NASNet/separable_conv_2_normal_left1_5/mul"; -"2628 NASNet/separable_conv_2_normal_left1_5/mul" -> "2638 NASNet/separable_conv_2_normal_left1_5/separable_conv2d/depthwise"; -"2629 NASNet/separable_conv_2_normal_left1_5/Sigmoid_1/ReadVariableOp/resource" -> "2630 NASNet/separable_conv_2_normal_left1_5/Sigmoid_1/ReadVariableOp"; -"2630 NASNet/separable_conv_2_normal_left1_5/Sigmoid_1/ReadVariableOp" -> "2631 NASNet/separable_conv_2_normal_left1_5/Sigmoid_1"; -"2631 NASNet/separable_conv_2_normal_left1_5/Sigmoid_1" -> "2632 NASNet/separable_conv_2_normal_left1_5/Round_1"; -"2632 NASNet/separable_conv_2_normal_left1_5/Round_1" -> "2635 NASNet/separable_conv_2_normal_left1_5/mul_1"; -"2633 NASNet/separable_conv_2_normal_left1_5/ReadVariableOp_1/resource" -> "2634 NASNet/separable_conv_2_normal_left1_5/ReadVariableOp_1"; -"2634 NASNet/separable_conv_2_normal_left1_5/ReadVariableOp_1" -> "2635 NASNet/separable_conv_2_normal_left1_5/mul_1"; -"2635 NASNet/separable_conv_2_normal_left1_5/mul_1" -> "2639 NASNet/separable_conv_2_normal_left1_5/separable_conv2d"; -"2638 NASNet/separable_conv_2_normal_left1_5/separable_conv2d/depthwise" -> "2639 NASNet/separable_conv_2_normal_left1_5/separable_conv2d"; -"2639 NASNet/separable_conv_2_normal_left1_5/separable_conv2d" -> "2678 NASNet/separable_conv_2_bn_normal_left1_5/FusedBatchNormV3"; -"2640 NASNet/separable_conv_2_bn_normal_left5_5/ReadVariableOp/resource" -> "2641 NASNet/separable_conv_2_bn_normal_left5_5/ReadVariableOp"; -"2641 NASNet/separable_conv_2_bn_normal_left5_5/ReadVariableOp" -> "2648 NASNet/separable_conv_2_bn_normal_left5_5/FusedBatchNormV3"; -"2642 NASNet/separable_conv_2_bn_normal_left5_5/ReadVariableOp_1/resource" -> "2643 NASNet/separable_conv_2_bn_normal_left5_5/ReadVariableOp_1"; -"2643 NASNet/separable_conv_2_bn_normal_left5_5/ReadVariableOp_1" -> "2648 NASNet/separable_conv_2_bn_normal_left5_5/FusedBatchNormV3"; -"2644 NASNet/separable_conv_2_bn_normal_left5_5/FusedBatchNormV3/ReadVariableOp/resource" -> "2645 NASNet/separable_conv_2_bn_normal_left5_5/FusedBatchNormV3/ReadVariableOp"; -"2645 NASNet/separable_conv_2_bn_normal_left5_5/FusedBatchNormV3/ReadVariableOp" -> "2648 NASNet/separable_conv_2_bn_normal_left5_5/FusedBatchNormV3"; -"2646 NASNet/separable_conv_2_bn_normal_left5_5/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2647 NASNet/separable_conv_2_bn_normal_left5_5/FusedBatchNormV3/ReadVariableOp_1"; -"2647 NASNet/separable_conv_2_bn_normal_left5_5/FusedBatchNormV3/ReadVariableOp_1" -> "2648 NASNet/separable_conv_2_bn_normal_left5_5/FusedBatchNormV3"; -"2648 NASNet/separable_conv_2_bn_normal_left5_5/FusedBatchNormV3" -> "2692 NASNet/normal_add_5_5/add"; -"2649 NASNet/normal_left4_5/AvgPool" -> "2691 NASNet/normal_add_4_5/add"; -"2650 NASNet/normal_right4_5/AvgPool" -> "2691 NASNet/normal_add_4_5/add"; -"2651 NASNet/normal_left3_5/AvgPool" -> "2690 NASNet/normal_add_3_5/add"; -"2652 NASNet/separable_conv_2_bn_normal_left2_5/ReadVariableOp/resource" -> "2653 NASNet/separable_conv_2_bn_normal_left2_5/ReadVariableOp"; -"2653 NASNet/separable_conv_2_bn_normal_left2_5/ReadVariableOp" -> "2660 NASNet/separable_conv_2_bn_normal_left2_5/FusedBatchNormV3"; -"2654 NASNet/separable_conv_2_bn_normal_left2_5/ReadVariableOp_1/resource" -> "2655 NASNet/separable_conv_2_bn_normal_left2_5/ReadVariableOp_1"; -"2655 NASNet/separable_conv_2_bn_normal_left2_5/ReadVariableOp_1" -> "2660 NASNet/separable_conv_2_bn_normal_left2_5/FusedBatchNormV3"; -"2656 NASNet/separable_conv_2_bn_normal_left2_5/FusedBatchNormV3/ReadVariableOp/resource" -> "2657 NASNet/separable_conv_2_bn_normal_left2_5/FusedBatchNormV3/ReadVariableOp"; -"2657 NASNet/separable_conv_2_bn_normal_left2_5/FusedBatchNormV3/ReadVariableOp" -> "2660 NASNet/separable_conv_2_bn_normal_left2_5/FusedBatchNormV3"; -"2658 NASNet/separable_conv_2_bn_normal_left2_5/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2659 NASNet/separable_conv_2_bn_normal_left2_5/FusedBatchNormV3/ReadVariableOp_1"; -"2659 NASNet/separable_conv_2_bn_normal_left2_5/FusedBatchNormV3/ReadVariableOp_1" -> "2660 NASNet/separable_conv_2_bn_normal_left2_5/FusedBatchNormV3"; -"2660 NASNet/separable_conv_2_bn_normal_left2_5/FusedBatchNormV3" -> "2689 NASNet/normal_add_2_5/add"; -"2661 NASNet/separable_conv_2_bn_normal_right2_5/ReadVariableOp/resource" -> "2662 NASNet/separable_conv_2_bn_normal_right2_5/ReadVariableOp"; -"2662 NASNet/separable_conv_2_bn_normal_right2_5/ReadVariableOp" -> "2669 NASNet/separable_conv_2_bn_normal_right2_5/FusedBatchNormV3"; -"2663 NASNet/separable_conv_2_bn_normal_right2_5/ReadVariableOp_1/resource" -> "2664 NASNet/separable_conv_2_bn_normal_right2_5/ReadVariableOp_1"; -"2664 NASNet/separable_conv_2_bn_normal_right2_5/ReadVariableOp_1" -> "2669 NASNet/separable_conv_2_bn_normal_right2_5/FusedBatchNormV3"; -"2665 NASNet/separable_conv_2_bn_normal_right2_5/FusedBatchNormV3/ReadVariableOp/resource" -> "2666 NASNet/separable_conv_2_bn_normal_right2_5/FusedBatchNormV3/ReadVariableOp"; -"2666 NASNet/separable_conv_2_bn_normal_right2_5/FusedBatchNormV3/ReadVariableOp" -> "2669 NASNet/separable_conv_2_bn_normal_right2_5/FusedBatchNormV3"; -"2667 NASNet/separable_conv_2_bn_normal_right2_5/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2668 NASNet/separable_conv_2_bn_normal_right2_5/FusedBatchNormV3/ReadVariableOp_1"; -"2668 NASNet/separable_conv_2_bn_normal_right2_5/FusedBatchNormV3/ReadVariableOp_1" -> "2669 NASNet/separable_conv_2_bn_normal_right2_5/FusedBatchNormV3"; -"2669 NASNet/separable_conv_2_bn_normal_right2_5/FusedBatchNormV3" -> "2689 NASNet/normal_add_2_5/add"; -"2670 NASNet/separable_conv_2_bn_normal_left1_5/ReadVariableOp/resource" -> "2671 NASNet/separable_conv_2_bn_normal_left1_5/ReadVariableOp"; -"2671 NASNet/separable_conv_2_bn_normal_left1_5/ReadVariableOp" -> "2678 NASNet/separable_conv_2_bn_normal_left1_5/FusedBatchNormV3"; -"2672 NASNet/separable_conv_2_bn_normal_left1_5/ReadVariableOp_1/resource" -> "2673 NASNet/separable_conv_2_bn_normal_left1_5/ReadVariableOp_1"; -"2673 NASNet/separable_conv_2_bn_normal_left1_5/ReadVariableOp_1" -> "2678 NASNet/separable_conv_2_bn_normal_left1_5/FusedBatchNormV3"; -"2674 NASNet/separable_conv_2_bn_normal_left1_5/FusedBatchNormV3/ReadVariableOp/resource" -> "2675 NASNet/separable_conv_2_bn_normal_left1_5/FusedBatchNormV3/ReadVariableOp"; -"2675 NASNet/separable_conv_2_bn_normal_left1_5/FusedBatchNormV3/ReadVariableOp" -> "2678 NASNet/separable_conv_2_bn_normal_left1_5/FusedBatchNormV3"; -"2676 NASNet/separable_conv_2_bn_normal_left1_5/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2677 NASNet/separable_conv_2_bn_normal_left1_5/FusedBatchNormV3/ReadVariableOp_1"; -"2677 NASNet/separable_conv_2_bn_normal_left1_5/FusedBatchNormV3/ReadVariableOp_1" -> "2678 NASNet/separable_conv_2_bn_normal_left1_5/FusedBatchNormV3"; -"2678 NASNet/separable_conv_2_bn_normal_left1_5/FusedBatchNormV3" -> "2688 NASNet/normal_add_1_5/add"; -"2679 NASNet/separable_conv_2_bn_normal_right1_5/ReadVariableOp/resource" -> "2680 NASNet/separable_conv_2_bn_normal_right1_5/ReadVariableOp"; -"2680 NASNet/separable_conv_2_bn_normal_right1_5/ReadVariableOp" -> "2687 NASNet/separable_conv_2_bn_normal_right1_5/FusedBatchNormV3"; -"2681 NASNet/separable_conv_2_bn_normal_right1_5/ReadVariableOp_1/resource" -> "2682 NASNet/separable_conv_2_bn_normal_right1_5/ReadVariableOp_1"; -"2682 NASNet/separable_conv_2_bn_normal_right1_5/ReadVariableOp_1" -> "2687 NASNet/separable_conv_2_bn_normal_right1_5/FusedBatchNormV3"; -"2683 NASNet/separable_conv_2_bn_normal_right1_5/FusedBatchNormV3/ReadVariableOp/resource" -> "2684 NASNet/separable_conv_2_bn_normal_right1_5/FusedBatchNormV3/ReadVariableOp"; -"2684 NASNet/separable_conv_2_bn_normal_right1_5/FusedBatchNormV3/ReadVariableOp" -> "2687 NASNet/separable_conv_2_bn_normal_right1_5/FusedBatchNormV3"; -"2685 NASNet/separable_conv_2_bn_normal_right1_5/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2686 NASNet/separable_conv_2_bn_normal_right1_5/FusedBatchNormV3/ReadVariableOp_1"; -"2686 NASNet/separable_conv_2_bn_normal_right1_5/FusedBatchNormV3/ReadVariableOp_1" -> "2687 NASNet/separable_conv_2_bn_normal_right1_5/FusedBatchNormV3"; -"2687 NASNet/separable_conv_2_bn_normal_right1_5/FusedBatchNormV3" -> "2688 NASNet/normal_add_1_5/add"; -"2688 NASNet/normal_add_1_5/add" -> "2694 NASNet/normal_concat_5/concat"; -"2689 NASNet/normal_add_2_5/add" -> "2694 NASNet/normal_concat_5/concat"; -"2690 NASNet/normal_add_3_5/add" -> "2694 NASNet/normal_concat_5/concat"; -"2691 NASNet/normal_add_4_5/add" -> "2694 NASNet/normal_concat_5/concat"; -"2692 NASNet/normal_add_5_5/add" -> "2694 NASNet/normal_concat_5/concat"; -"2693 NASNet/normal_concat_5/concat/axis" -> "2694 NASNet/normal_concat_5/concat"; -"2694 NASNet/normal_concat_5/concat" -> "2695 NASNet/activation_93/Relu"; -"2694 NASNet/normal_concat_5/concat" -> "3022 NASNet/activation_104/Relu"; -"2695 NASNet/activation_93/Relu" -> "2704 NASNet/normal_conv_1_6/Conv2D"; -"2696 NASNet/activation_92/Relu" -> "2712 NASNet/adjust_conv_projection_6/Conv2D"; -"2697 NASNet/normal_conv_1_6/Sigmoid/ReadVariableOp/resource" -> "2698 NASNet/normal_conv_1_6/Sigmoid/ReadVariableOp"; -"2698 NASNet/normal_conv_1_6/Sigmoid/ReadVariableOp" -> "2699 NASNet/normal_conv_1_6/Sigmoid"; -"2699 NASNet/normal_conv_1_6/Sigmoid" -> "2700 NASNet/normal_conv_1_6/Round"; -"2700 NASNet/normal_conv_1_6/Round" -> "2703 NASNet/normal_conv_1_6/mul"; -"2701 NASNet/normal_conv_1_6/ReadVariableOp/resource" -> "2702 NASNet/normal_conv_1_6/ReadVariableOp"; -"2702 NASNet/normal_conv_1_6/ReadVariableOp" -> "2703 NASNet/normal_conv_1_6/mul"; -"2703 NASNet/normal_conv_1_6/mul" -> "2704 NASNet/normal_conv_1_6/Conv2D"; -"2704 NASNet/normal_conv_1_6/Conv2D" -> "2730 NASNet/normal_bn_1_6/FusedBatchNormV3"; -"2705 NASNet/adjust_conv_projection_6/Sigmoid/ReadVariableOp/resource" -> "2706 NASNet/adjust_conv_projection_6/Sigmoid/ReadVariableOp"; -"2706 NASNet/adjust_conv_projection_6/Sigmoid/ReadVariableOp" -> "2707 NASNet/adjust_conv_projection_6/Sigmoid"; -"2707 NASNet/adjust_conv_projection_6/Sigmoid" -> "2708 NASNet/adjust_conv_projection_6/Round"; -"2708 NASNet/adjust_conv_projection_6/Round" -> "2711 NASNet/adjust_conv_projection_6/mul"; -"2709 NASNet/adjust_conv_projection_6/ReadVariableOp/resource" -> "2710 NASNet/adjust_conv_projection_6/ReadVariableOp"; -"2710 NASNet/adjust_conv_projection_6/ReadVariableOp" -> "2711 NASNet/adjust_conv_projection_6/mul"; -"2711 NASNet/adjust_conv_projection_6/mul" -> "2712 NASNet/adjust_conv_projection_6/Conv2D"; -"2712 NASNet/adjust_conv_projection_6/Conv2D" -> "2721 NASNet/adjust_bn_6/FusedBatchNormV3"; -"2713 NASNet/adjust_bn_6/ReadVariableOp/resource" -> "2714 NASNet/adjust_bn_6/ReadVariableOp"; -"2714 NASNet/adjust_bn_6/ReadVariableOp" -> "2721 NASNet/adjust_bn_6/FusedBatchNormV3"; -"2715 NASNet/adjust_bn_6/ReadVariableOp_1/resource" -> "2716 NASNet/adjust_bn_6/ReadVariableOp_1"; -"2716 NASNet/adjust_bn_6/ReadVariableOp_1" -> "2721 NASNet/adjust_bn_6/FusedBatchNormV3"; -"2717 NASNet/adjust_bn_6/FusedBatchNormV3/ReadVariableOp/resource" -> "2718 NASNet/adjust_bn_6/FusedBatchNormV3/ReadVariableOp"; -"2718 NASNet/adjust_bn_6/FusedBatchNormV3/ReadVariableOp" -> "2721 NASNet/adjust_bn_6/FusedBatchNormV3"; -"2719 NASNet/adjust_bn_6/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2720 NASNet/adjust_bn_6/FusedBatchNormV3/ReadVariableOp_1"; -"2720 NASNet/adjust_bn_6/FusedBatchNormV3/ReadVariableOp_1" -> "2721 NASNet/adjust_bn_6/FusedBatchNormV3"; -"2721 NASNet/adjust_bn_6/FusedBatchNormV3" -> "2732 NASNet/activation_100/Relu"; -"2721 NASNet/adjust_bn_6/FusedBatchNormV3" -> "2733 NASNet/activation_98/Relu"; -"2721 NASNet/adjust_bn_6/FusedBatchNormV3" -> "2734 NASNet/activation_96/Relu"; -"2721 NASNet/adjust_bn_6/FusedBatchNormV3" -> "2975 NASNet/normal_left4_6/AvgPool"; -"2721 NASNet/adjust_bn_6/FusedBatchNormV3" -> "2976 NASNet/normal_right4_6/AvgPool"; -"2721 NASNet/adjust_bn_6/FusedBatchNormV3" -> "3016 NASNet/normal_add_3_6/add"; -"2721 NASNet/adjust_bn_6/FusedBatchNormV3" -> "3020 NASNet/normal_concat_6/concat"; -"2722 NASNet/normal_bn_1_6/ReadVariableOp/resource" -> "2723 NASNet/normal_bn_1_6/ReadVariableOp"; -"2723 NASNet/normal_bn_1_6/ReadVariableOp" -> "2730 NASNet/normal_bn_1_6/FusedBatchNormV3"; -"2724 NASNet/normal_bn_1_6/ReadVariableOp_1/resource" -> "2725 NASNet/normal_bn_1_6/ReadVariableOp_1"; -"2725 NASNet/normal_bn_1_6/ReadVariableOp_1" -> "2730 NASNet/normal_bn_1_6/FusedBatchNormV3"; -"2726 NASNet/normal_bn_1_6/FusedBatchNormV3/ReadVariableOp/resource" -> "2727 NASNet/normal_bn_1_6/FusedBatchNormV3/ReadVariableOp"; -"2727 NASNet/normal_bn_1_6/FusedBatchNormV3/ReadVariableOp" -> "2730 NASNet/normal_bn_1_6/FusedBatchNormV3"; -"2728 NASNet/normal_bn_1_6/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2729 NASNet/normal_bn_1_6/FusedBatchNormV3/ReadVariableOp_1"; -"2729 NASNet/normal_bn_1_6/FusedBatchNormV3/ReadVariableOp_1" -> "2730 NASNet/normal_bn_1_6/FusedBatchNormV3"; -"2730 NASNet/normal_bn_1_6/FusedBatchNormV3" -> "2731 NASNet/activation_102/Relu"; -"2730 NASNet/normal_bn_1_6/FusedBatchNormV3" -> "2735 NASNet/activation_94/Relu"; -"2730 NASNet/normal_bn_1_6/FusedBatchNormV3" -> "2977 NASNet/normal_left3_6/AvgPool"; -"2730 NASNet/normal_bn_1_6/FusedBatchNormV3" -> "3018 NASNet/normal_add_5_6/add"; -"2731 NASNet/activation_102/Relu" -> "2752 NASNet/separable_conv_1_normal_left5_6/separable_conv2d/depthwise"; -"2732 NASNet/activation_100/Relu" -> "2770 NASNet/separable_conv_1_normal_right2_6/separable_conv2d/depthwise"; -"2733 NASNet/activation_98/Relu" -> "2788 NASNet/separable_conv_1_normal_left2_6/separable_conv2d/depthwise"; -"2734 NASNet/activation_96/Relu" -> "2806 NASNet/separable_conv_1_normal_right1_6/separable_conv2d/depthwise"; -"2735 NASNet/activation_94/Relu" -> "2824 NASNet/separable_conv_1_normal_left1_6/separable_conv2d/depthwise"; -"2736 NASNet/separable_conv_1_normal_left5_6/Sigmoid/ReadVariableOp/resource" -> "2737 NASNet/separable_conv_1_normal_left5_6/Sigmoid/ReadVariableOp"; -"2737 NASNet/separable_conv_1_normal_left5_6/Sigmoid/ReadVariableOp" -> "2738 NASNet/separable_conv_1_normal_left5_6/Sigmoid"; -"2738 NASNet/separable_conv_1_normal_left5_6/Sigmoid" -> "2739 NASNet/separable_conv_1_normal_left5_6/Round"; -"2739 NASNet/separable_conv_1_normal_left5_6/Round" -> "2742 NASNet/separable_conv_1_normal_left5_6/mul"; -"2740 NASNet/separable_conv_1_normal_left5_6/ReadVariableOp/resource" -> "2741 NASNet/separable_conv_1_normal_left5_6/ReadVariableOp"; -"2741 NASNet/separable_conv_1_normal_left5_6/ReadVariableOp" -> "2742 NASNet/separable_conv_1_normal_left5_6/mul"; -"2742 NASNet/separable_conv_1_normal_left5_6/mul" -> "2752 NASNet/separable_conv_1_normal_left5_6/separable_conv2d/depthwise"; -"2743 NASNet/separable_conv_1_normal_left5_6/Sigmoid_1/ReadVariableOp/resource" -> "2744 NASNet/separable_conv_1_normal_left5_6/Sigmoid_1/ReadVariableOp"; -"2744 NASNet/separable_conv_1_normal_left5_6/Sigmoid_1/ReadVariableOp" -> "2745 NASNet/separable_conv_1_normal_left5_6/Sigmoid_1"; -"2745 NASNet/separable_conv_1_normal_left5_6/Sigmoid_1" -> "2746 NASNet/separable_conv_1_normal_left5_6/Round_1"; -"2746 NASNet/separable_conv_1_normal_left5_6/Round_1" -> "2749 NASNet/separable_conv_1_normal_left5_6/mul_1"; -"2747 NASNet/separable_conv_1_normal_left5_6/ReadVariableOp_1/resource" -> "2748 NASNet/separable_conv_1_normal_left5_6/ReadVariableOp_1"; -"2748 NASNet/separable_conv_1_normal_left5_6/ReadVariableOp_1" -> "2749 NASNet/separable_conv_1_normal_left5_6/mul_1"; -"2749 NASNet/separable_conv_1_normal_left5_6/mul_1" -> "2753 NASNet/separable_conv_1_normal_left5_6/separable_conv2d"; -"2752 NASNet/separable_conv_1_normal_left5_6/separable_conv2d/depthwise" -> "2753 NASNet/separable_conv_1_normal_left5_6/separable_conv2d"; -"2753 NASNet/separable_conv_1_normal_left5_6/separable_conv2d" -> "2834 NASNet/separable_conv_1_bn_normal_left5_6/FusedBatchNormV3"; -"2754 NASNet/separable_conv_1_normal_right2_6/Sigmoid/ReadVariableOp/resource" -> "2755 NASNet/separable_conv_1_normal_right2_6/Sigmoid/ReadVariableOp"; -"2755 NASNet/separable_conv_1_normal_right2_6/Sigmoid/ReadVariableOp" -> "2756 NASNet/separable_conv_1_normal_right2_6/Sigmoid"; -"2756 NASNet/separable_conv_1_normal_right2_6/Sigmoid" -> "2757 NASNet/separable_conv_1_normal_right2_6/Round"; -"2757 NASNet/separable_conv_1_normal_right2_6/Round" -> "2760 NASNet/separable_conv_1_normal_right2_6/mul"; -"2758 NASNet/separable_conv_1_normal_right2_6/ReadVariableOp/resource" -> "2759 NASNet/separable_conv_1_normal_right2_6/ReadVariableOp"; -"2759 NASNet/separable_conv_1_normal_right2_6/ReadVariableOp" -> "2760 NASNet/separable_conv_1_normal_right2_6/mul"; -"2760 NASNet/separable_conv_1_normal_right2_6/mul" -> "2770 NASNet/separable_conv_1_normal_right2_6/separable_conv2d/depthwise"; -"2761 NASNet/separable_conv_1_normal_right2_6/Sigmoid_1/ReadVariableOp/resource" -> "2762 NASNet/separable_conv_1_normal_right2_6/Sigmoid_1/ReadVariableOp"; -"2762 NASNet/separable_conv_1_normal_right2_6/Sigmoid_1/ReadVariableOp" -> "2763 NASNet/separable_conv_1_normal_right2_6/Sigmoid_1"; -"2763 NASNet/separable_conv_1_normal_right2_6/Sigmoid_1" -> "2764 NASNet/separable_conv_1_normal_right2_6/Round_1"; -"2764 NASNet/separable_conv_1_normal_right2_6/Round_1" -> "2767 NASNet/separable_conv_1_normal_right2_6/mul_1"; -"2765 NASNet/separable_conv_1_normal_right2_6/ReadVariableOp_1/resource" -> "2766 NASNet/separable_conv_1_normal_right2_6/ReadVariableOp_1"; -"2766 NASNet/separable_conv_1_normal_right2_6/ReadVariableOp_1" -> "2767 NASNet/separable_conv_1_normal_right2_6/mul_1"; -"2767 NASNet/separable_conv_1_normal_right2_6/mul_1" -> "2771 NASNet/separable_conv_1_normal_right2_6/separable_conv2d"; -"2770 NASNet/separable_conv_1_normal_right2_6/separable_conv2d/depthwise" -> "2771 NASNet/separable_conv_1_normal_right2_6/separable_conv2d"; -"2771 NASNet/separable_conv_1_normal_right2_6/separable_conv2d" -> "2843 NASNet/separable_conv_1_bn_normal_right2_6/FusedBatchNormV3"; -"2772 NASNet/separable_conv_1_normal_left2_6/Sigmoid/ReadVariableOp/resource" -> "2773 NASNet/separable_conv_1_normal_left2_6/Sigmoid/ReadVariableOp"; -"2773 NASNet/separable_conv_1_normal_left2_6/Sigmoid/ReadVariableOp" -> "2774 NASNet/separable_conv_1_normal_left2_6/Sigmoid"; -"2774 NASNet/separable_conv_1_normal_left2_6/Sigmoid" -> "2775 NASNet/separable_conv_1_normal_left2_6/Round"; -"2775 NASNet/separable_conv_1_normal_left2_6/Round" -> "2778 NASNet/separable_conv_1_normal_left2_6/mul"; -"2776 NASNet/separable_conv_1_normal_left2_6/ReadVariableOp/resource" -> "2777 NASNet/separable_conv_1_normal_left2_6/ReadVariableOp"; -"2777 NASNet/separable_conv_1_normal_left2_6/ReadVariableOp" -> "2778 NASNet/separable_conv_1_normal_left2_6/mul"; -"2778 NASNet/separable_conv_1_normal_left2_6/mul" -> "2788 NASNet/separable_conv_1_normal_left2_6/separable_conv2d/depthwise"; -"2779 NASNet/separable_conv_1_normal_left2_6/Sigmoid_1/ReadVariableOp/resource" -> "2780 NASNet/separable_conv_1_normal_left2_6/Sigmoid_1/ReadVariableOp"; -"2780 NASNet/separable_conv_1_normal_left2_6/Sigmoid_1/ReadVariableOp" -> "2781 NASNet/separable_conv_1_normal_left2_6/Sigmoid_1"; -"2781 NASNet/separable_conv_1_normal_left2_6/Sigmoid_1" -> "2782 NASNet/separable_conv_1_normal_left2_6/Round_1"; -"2782 NASNet/separable_conv_1_normal_left2_6/Round_1" -> "2785 NASNet/separable_conv_1_normal_left2_6/mul_1"; -"2783 NASNet/separable_conv_1_normal_left2_6/ReadVariableOp_1/resource" -> "2784 NASNet/separable_conv_1_normal_left2_6/ReadVariableOp_1"; -"2784 NASNet/separable_conv_1_normal_left2_6/ReadVariableOp_1" -> "2785 NASNet/separable_conv_1_normal_left2_6/mul_1"; -"2785 NASNet/separable_conv_1_normal_left2_6/mul_1" -> "2789 NASNet/separable_conv_1_normal_left2_6/separable_conv2d"; -"2788 NASNet/separable_conv_1_normal_left2_6/separable_conv2d/depthwise" -> "2789 NASNet/separable_conv_1_normal_left2_6/separable_conv2d"; -"2789 NASNet/separable_conv_1_normal_left2_6/separable_conv2d" -> "2852 NASNet/separable_conv_1_bn_normal_left2_6/FusedBatchNormV3"; -"2790 NASNet/separable_conv_1_normal_right1_6/Sigmoid/ReadVariableOp/resource" -> "2791 NASNet/separable_conv_1_normal_right1_6/Sigmoid/ReadVariableOp"; -"2791 NASNet/separable_conv_1_normal_right1_6/Sigmoid/ReadVariableOp" -> "2792 NASNet/separable_conv_1_normal_right1_6/Sigmoid"; -"2792 NASNet/separable_conv_1_normal_right1_6/Sigmoid" -> "2793 NASNet/separable_conv_1_normal_right1_6/Round"; -"2793 NASNet/separable_conv_1_normal_right1_6/Round" -> "2796 NASNet/separable_conv_1_normal_right1_6/mul"; -"2794 NASNet/separable_conv_1_normal_right1_6/ReadVariableOp/resource" -> "2795 NASNet/separable_conv_1_normal_right1_6/ReadVariableOp"; -"2795 NASNet/separable_conv_1_normal_right1_6/ReadVariableOp" -> "2796 NASNet/separable_conv_1_normal_right1_6/mul"; -"2796 NASNet/separable_conv_1_normal_right1_6/mul" -> "2806 NASNet/separable_conv_1_normal_right1_6/separable_conv2d/depthwise"; -"2797 NASNet/separable_conv_1_normal_right1_6/Sigmoid_1/ReadVariableOp/resource" -> "2798 NASNet/separable_conv_1_normal_right1_6/Sigmoid_1/ReadVariableOp"; -"2798 NASNet/separable_conv_1_normal_right1_6/Sigmoid_1/ReadVariableOp" -> "2799 NASNet/separable_conv_1_normal_right1_6/Sigmoid_1"; -"2799 NASNet/separable_conv_1_normal_right1_6/Sigmoid_1" -> "2800 NASNet/separable_conv_1_normal_right1_6/Round_1"; -"2800 NASNet/separable_conv_1_normal_right1_6/Round_1" -> "2803 NASNet/separable_conv_1_normal_right1_6/mul_1"; -"2801 NASNet/separable_conv_1_normal_right1_6/ReadVariableOp_1/resource" -> "2802 NASNet/separable_conv_1_normal_right1_6/ReadVariableOp_1"; -"2802 NASNet/separable_conv_1_normal_right1_6/ReadVariableOp_1" -> "2803 NASNet/separable_conv_1_normal_right1_6/mul_1"; -"2803 NASNet/separable_conv_1_normal_right1_6/mul_1" -> "2807 NASNet/separable_conv_1_normal_right1_6/separable_conv2d"; -"2806 NASNet/separable_conv_1_normal_right1_6/separable_conv2d/depthwise" -> "2807 NASNet/separable_conv_1_normal_right1_6/separable_conv2d"; -"2807 NASNet/separable_conv_1_normal_right1_6/separable_conv2d" -> "2861 NASNet/separable_conv_1_bn_normal_right1_6/FusedBatchNormV3"; -"2808 NASNet/separable_conv_1_normal_left1_6/Sigmoid/ReadVariableOp/resource" -> "2809 NASNet/separable_conv_1_normal_left1_6/Sigmoid/ReadVariableOp"; -"2809 NASNet/separable_conv_1_normal_left1_6/Sigmoid/ReadVariableOp" -> "2810 NASNet/separable_conv_1_normal_left1_6/Sigmoid"; -"2810 NASNet/separable_conv_1_normal_left1_6/Sigmoid" -> "2811 NASNet/separable_conv_1_normal_left1_6/Round"; -"2811 NASNet/separable_conv_1_normal_left1_6/Round" -> "2814 NASNet/separable_conv_1_normal_left1_6/mul"; -"2812 NASNet/separable_conv_1_normal_left1_6/ReadVariableOp/resource" -> "2813 NASNet/separable_conv_1_normal_left1_6/ReadVariableOp"; -"2813 NASNet/separable_conv_1_normal_left1_6/ReadVariableOp" -> "2814 NASNet/separable_conv_1_normal_left1_6/mul"; -"2814 NASNet/separable_conv_1_normal_left1_6/mul" -> "2824 NASNet/separable_conv_1_normal_left1_6/separable_conv2d/depthwise"; -"2815 NASNet/separable_conv_1_normal_left1_6/Sigmoid_1/ReadVariableOp/resource" -> "2816 NASNet/separable_conv_1_normal_left1_6/Sigmoid_1/ReadVariableOp"; -"2816 NASNet/separable_conv_1_normal_left1_6/Sigmoid_1/ReadVariableOp" -> "2817 NASNet/separable_conv_1_normal_left1_6/Sigmoid_1"; -"2817 NASNet/separable_conv_1_normal_left1_6/Sigmoid_1" -> "2818 NASNet/separable_conv_1_normal_left1_6/Round_1"; -"2818 NASNet/separable_conv_1_normal_left1_6/Round_1" -> "2821 NASNet/separable_conv_1_normal_left1_6/mul_1"; -"2819 NASNet/separable_conv_1_normal_left1_6/ReadVariableOp_1/resource" -> "2820 NASNet/separable_conv_1_normal_left1_6/ReadVariableOp_1"; -"2820 NASNet/separable_conv_1_normal_left1_6/ReadVariableOp_1" -> "2821 NASNet/separable_conv_1_normal_left1_6/mul_1"; -"2821 NASNet/separable_conv_1_normal_left1_6/mul_1" -> "2825 NASNet/separable_conv_1_normal_left1_6/separable_conv2d"; -"2824 NASNet/separable_conv_1_normal_left1_6/separable_conv2d/depthwise" -> "2825 NASNet/separable_conv_1_normal_left1_6/separable_conv2d"; -"2825 NASNet/separable_conv_1_normal_left1_6/separable_conv2d" -> "2870 NASNet/separable_conv_1_bn_normal_left1_6/FusedBatchNormV3"; -"2826 NASNet/separable_conv_1_bn_normal_left5_6/ReadVariableOp/resource" -> "2827 NASNet/separable_conv_1_bn_normal_left5_6/ReadVariableOp"; -"2827 NASNet/separable_conv_1_bn_normal_left5_6/ReadVariableOp" -> "2834 NASNet/separable_conv_1_bn_normal_left5_6/FusedBatchNormV3"; -"2828 NASNet/separable_conv_1_bn_normal_left5_6/ReadVariableOp_1/resource" -> "2829 NASNet/separable_conv_1_bn_normal_left5_6/ReadVariableOp_1"; -"2829 NASNet/separable_conv_1_bn_normal_left5_6/ReadVariableOp_1" -> "2834 NASNet/separable_conv_1_bn_normal_left5_6/FusedBatchNormV3"; -"2830 NASNet/separable_conv_1_bn_normal_left5_6/FusedBatchNormV3/ReadVariableOp/resource" -> "2831 NASNet/separable_conv_1_bn_normal_left5_6/FusedBatchNormV3/ReadVariableOp"; -"2831 NASNet/separable_conv_1_bn_normal_left5_6/FusedBatchNormV3/ReadVariableOp" -> "2834 NASNet/separable_conv_1_bn_normal_left5_6/FusedBatchNormV3"; -"2832 NASNet/separable_conv_1_bn_normal_left5_6/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2833 NASNet/separable_conv_1_bn_normal_left5_6/FusedBatchNormV3/ReadVariableOp_1"; -"2833 NASNet/separable_conv_1_bn_normal_left5_6/FusedBatchNormV3/ReadVariableOp_1" -> "2834 NASNet/separable_conv_1_bn_normal_left5_6/FusedBatchNormV3"; -"2834 NASNet/separable_conv_1_bn_normal_left5_6/FusedBatchNormV3" -> "2871 NASNet/activation_103/Relu"; -"2835 NASNet/separable_conv_1_bn_normal_right2_6/ReadVariableOp/resource" -> "2836 NASNet/separable_conv_1_bn_normal_right2_6/ReadVariableOp"; -"2836 NASNet/separable_conv_1_bn_normal_right2_6/ReadVariableOp" -> "2843 NASNet/separable_conv_1_bn_normal_right2_6/FusedBatchNormV3"; -"2837 NASNet/separable_conv_1_bn_normal_right2_6/ReadVariableOp_1/resource" -> "2838 NASNet/separable_conv_1_bn_normal_right2_6/ReadVariableOp_1"; -"2838 NASNet/separable_conv_1_bn_normal_right2_6/ReadVariableOp_1" -> "2843 NASNet/separable_conv_1_bn_normal_right2_6/FusedBatchNormV3"; -"2839 NASNet/separable_conv_1_bn_normal_right2_6/FusedBatchNormV3/ReadVariableOp/resource" -> "2840 NASNet/separable_conv_1_bn_normal_right2_6/FusedBatchNormV3/ReadVariableOp"; -"2840 NASNet/separable_conv_1_bn_normal_right2_6/FusedBatchNormV3/ReadVariableOp" -> "2843 NASNet/separable_conv_1_bn_normal_right2_6/FusedBatchNormV3"; -"2841 NASNet/separable_conv_1_bn_normal_right2_6/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2842 NASNet/separable_conv_1_bn_normal_right2_6/FusedBatchNormV3/ReadVariableOp_1"; -"2842 NASNet/separable_conv_1_bn_normal_right2_6/FusedBatchNormV3/ReadVariableOp_1" -> "2843 NASNet/separable_conv_1_bn_normal_right2_6/FusedBatchNormV3"; -"2843 NASNet/separable_conv_1_bn_normal_right2_6/FusedBatchNormV3" -> "2872 NASNet/activation_101/Relu"; -"2844 NASNet/separable_conv_1_bn_normal_left2_6/ReadVariableOp/resource" -> "2845 NASNet/separable_conv_1_bn_normal_left2_6/ReadVariableOp"; -"2845 NASNet/separable_conv_1_bn_normal_left2_6/ReadVariableOp" -> "2852 NASNet/separable_conv_1_bn_normal_left2_6/FusedBatchNormV3"; -"2846 NASNet/separable_conv_1_bn_normal_left2_6/ReadVariableOp_1/resource" -> "2847 NASNet/separable_conv_1_bn_normal_left2_6/ReadVariableOp_1"; -"2847 NASNet/separable_conv_1_bn_normal_left2_6/ReadVariableOp_1" -> "2852 NASNet/separable_conv_1_bn_normal_left2_6/FusedBatchNormV3"; -"2848 NASNet/separable_conv_1_bn_normal_left2_6/FusedBatchNormV3/ReadVariableOp/resource" -> "2849 NASNet/separable_conv_1_bn_normal_left2_6/FusedBatchNormV3/ReadVariableOp"; -"2849 NASNet/separable_conv_1_bn_normal_left2_6/FusedBatchNormV3/ReadVariableOp" -> "2852 NASNet/separable_conv_1_bn_normal_left2_6/FusedBatchNormV3"; -"2850 NASNet/separable_conv_1_bn_normal_left2_6/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2851 NASNet/separable_conv_1_bn_normal_left2_6/FusedBatchNormV3/ReadVariableOp_1"; -"2851 NASNet/separable_conv_1_bn_normal_left2_6/FusedBatchNormV3/ReadVariableOp_1" -> "2852 NASNet/separable_conv_1_bn_normal_left2_6/FusedBatchNormV3"; -"2852 NASNet/separable_conv_1_bn_normal_left2_6/FusedBatchNormV3" -> "2873 NASNet/activation_99/Relu"; -"2853 NASNet/separable_conv_1_bn_normal_right1_6/ReadVariableOp/resource" -> "2854 NASNet/separable_conv_1_bn_normal_right1_6/ReadVariableOp"; -"2854 NASNet/separable_conv_1_bn_normal_right1_6/ReadVariableOp" -> "2861 NASNet/separable_conv_1_bn_normal_right1_6/FusedBatchNormV3"; -"2855 NASNet/separable_conv_1_bn_normal_right1_6/ReadVariableOp_1/resource" -> "2856 NASNet/separable_conv_1_bn_normal_right1_6/ReadVariableOp_1"; -"2856 NASNet/separable_conv_1_bn_normal_right1_6/ReadVariableOp_1" -> "2861 NASNet/separable_conv_1_bn_normal_right1_6/FusedBatchNormV3"; -"2857 NASNet/separable_conv_1_bn_normal_right1_6/FusedBatchNormV3/ReadVariableOp/resource" -> "2858 NASNet/separable_conv_1_bn_normal_right1_6/FusedBatchNormV3/ReadVariableOp"; -"2858 NASNet/separable_conv_1_bn_normal_right1_6/FusedBatchNormV3/ReadVariableOp" -> "2861 NASNet/separable_conv_1_bn_normal_right1_6/FusedBatchNormV3"; -"2859 NASNet/separable_conv_1_bn_normal_right1_6/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2860 NASNet/separable_conv_1_bn_normal_right1_6/FusedBatchNormV3/ReadVariableOp_1"; -"2860 NASNet/separable_conv_1_bn_normal_right1_6/FusedBatchNormV3/ReadVariableOp_1" -> "2861 NASNet/separable_conv_1_bn_normal_right1_6/FusedBatchNormV3"; -"2861 NASNet/separable_conv_1_bn_normal_right1_6/FusedBatchNormV3" -> "2874 NASNet/activation_97/Relu"; -"2862 NASNet/separable_conv_1_bn_normal_left1_6/ReadVariableOp/resource" -> "2863 NASNet/separable_conv_1_bn_normal_left1_6/ReadVariableOp"; -"2863 NASNet/separable_conv_1_bn_normal_left1_6/ReadVariableOp" -> "2870 NASNet/separable_conv_1_bn_normal_left1_6/FusedBatchNormV3"; -"2864 NASNet/separable_conv_1_bn_normal_left1_6/ReadVariableOp_1/resource" -> "2865 NASNet/separable_conv_1_bn_normal_left1_6/ReadVariableOp_1"; -"2865 NASNet/separable_conv_1_bn_normal_left1_6/ReadVariableOp_1" -> "2870 NASNet/separable_conv_1_bn_normal_left1_6/FusedBatchNormV3"; -"2866 NASNet/separable_conv_1_bn_normal_left1_6/FusedBatchNormV3/ReadVariableOp/resource" -> "2867 NASNet/separable_conv_1_bn_normal_left1_6/FusedBatchNormV3/ReadVariableOp"; -"2867 NASNet/separable_conv_1_bn_normal_left1_6/FusedBatchNormV3/ReadVariableOp" -> "2870 NASNet/separable_conv_1_bn_normal_left1_6/FusedBatchNormV3"; -"2868 NASNet/separable_conv_1_bn_normal_left1_6/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2869 NASNet/separable_conv_1_bn_normal_left1_6/FusedBatchNormV3/ReadVariableOp_1"; -"2869 NASNet/separable_conv_1_bn_normal_left1_6/FusedBatchNormV3/ReadVariableOp_1" -> "2870 NASNet/separable_conv_1_bn_normal_left1_6/FusedBatchNormV3"; -"2870 NASNet/separable_conv_1_bn_normal_left1_6/FusedBatchNormV3" -> "2875 NASNet/activation_95/Relu"; -"2871 NASNet/activation_103/Relu" -> "2892 NASNet/separable_conv_2_normal_left5_6/separable_conv2d/depthwise"; -"2872 NASNet/activation_101/Relu" -> "2910 NASNet/separable_conv_2_normal_right2_6/separable_conv2d/depthwise"; -"2873 NASNet/activation_99/Relu" -> "2928 NASNet/separable_conv_2_normal_left2_6/separable_conv2d/depthwise"; -"2874 NASNet/activation_97/Relu" -> "2946 NASNet/separable_conv_2_normal_right1_6/separable_conv2d/depthwise"; -"2875 NASNet/activation_95/Relu" -> "2964 NASNet/separable_conv_2_normal_left1_6/separable_conv2d/depthwise"; -"2876 NASNet/separable_conv_2_normal_left5_6/Sigmoid/ReadVariableOp/resource" -> "2877 NASNet/separable_conv_2_normal_left5_6/Sigmoid/ReadVariableOp"; -"2877 NASNet/separable_conv_2_normal_left5_6/Sigmoid/ReadVariableOp" -> "2878 NASNet/separable_conv_2_normal_left5_6/Sigmoid"; -"2878 NASNet/separable_conv_2_normal_left5_6/Sigmoid" -> "2879 NASNet/separable_conv_2_normal_left5_6/Round"; -"2879 NASNet/separable_conv_2_normal_left5_6/Round" -> "2882 NASNet/separable_conv_2_normal_left5_6/mul"; -"2880 NASNet/separable_conv_2_normal_left5_6/ReadVariableOp/resource" -> "2881 NASNet/separable_conv_2_normal_left5_6/ReadVariableOp"; -"2881 NASNet/separable_conv_2_normal_left5_6/ReadVariableOp" -> "2882 NASNet/separable_conv_2_normal_left5_6/mul"; -"2882 NASNet/separable_conv_2_normal_left5_6/mul" -> "2892 NASNet/separable_conv_2_normal_left5_6/separable_conv2d/depthwise"; -"2883 NASNet/separable_conv_2_normal_left5_6/Sigmoid_1/ReadVariableOp/resource" -> "2884 NASNet/separable_conv_2_normal_left5_6/Sigmoid_1/ReadVariableOp"; -"2884 NASNet/separable_conv_2_normal_left5_6/Sigmoid_1/ReadVariableOp" -> "2885 NASNet/separable_conv_2_normal_left5_6/Sigmoid_1"; -"2885 NASNet/separable_conv_2_normal_left5_6/Sigmoid_1" -> "2886 NASNet/separable_conv_2_normal_left5_6/Round_1"; -"2886 NASNet/separable_conv_2_normal_left5_6/Round_1" -> "2889 NASNet/separable_conv_2_normal_left5_6/mul_1"; -"2887 NASNet/separable_conv_2_normal_left5_6/ReadVariableOp_1/resource" -> "2888 NASNet/separable_conv_2_normal_left5_6/ReadVariableOp_1"; -"2888 NASNet/separable_conv_2_normal_left5_6/ReadVariableOp_1" -> "2889 NASNet/separable_conv_2_normal_left5_6/mul_1"; -"2889 NASNet/separable_conv_2_normal_left5_6/mul_1" -> "2893 NASNet/separable_conv_2_normal_left5_6/separable_conv2d"; -"2892 NASNet/separable_conv_2_normal_left5_6/separable_conv2d/depthwise" -> "2893 NASNet/separable_conv_2_normal_left5_6/separable_conv2d"; -"2893 NASNet/separable_conv_2_normal_left5_6/separable_conv2d" -> "2974 NASNet/separable_conv_2_bn_normal_left5_6/FusedBatchNormV3"; -"2894 NASNet/separable_conv_2_normal_right2_6/Sigmoid/ReadVariableOp/resource" -> "2895 NASNet/separable_conv_2_normal_right2_6/Sigmoid/ReadVariableOp"; -"2895 NASNet/separable_conv_2_normal_right2_6/Sigmoid/ReadVariableOp" -> "2896 NASNet/separable_conv_2_normal_right2_6/Sigmoid"; -"2896 NASNet/separable_conv_2_normal_right2_6/Sigmoid" -> "2897 NASNet/separable_conv_2_normal_right2_6/Round"; -"2897 NASNet/separable_conv_2_normal_right2_6/Round" -> "2900 NASNet/separable_conv_2_normal_right2_6/mul"; -"2898 NASNet/separable_conv_2_normal_right2_6/ReadVariableOp/resource" -> "2899 NASNet/separable_conv_2_normal_right2_6/ReadVariableOp"; -"2899 NASNet/separable_conv_2_normal_right2_6/ReadVariableOp" -> "2900 NASNet/separable_conv_2_normal_right2_6/mul"; -"2900 NASNet/separable_conv_2_normal_right2_6/mul" -> "2910 NASNet/separable_conv_2_normal_right2_6/separable_conv2d/depthwise"; -"2901 NASNet/separable_conv_2_normal_right2_6/Sigmoid_1/ReadVariableOp/resource" -> "2902 NASNet/separable_conv_2_normal_right2_6/Sigmoid_1/ReadVariableOp"; -"2902 NASNet/separable_conv_2_normal_right2_6/Sigmoid_1/ReadVariableOp" -> "2903 NASNet/separable_conv_2_normal_right2_6/Sigmoid_1"; -"2903 NASNet/separable_conv_2_normal_right2_6/Sigmoid_1" -> "2904 NASNet/separable_conv_2_normal_right2_6/Round_1"; -"2904 NASNet/separable_conv_2_normal_right2_6/Round_1" -> "2907 NASNet/separable_conv_2_normal_right2_6/mul_1"; -"2905 NASNet/separable_conv_2_normal_right2_6/ReadVariableOp_1/resource" -> "2906 NASNet/separable_conv_2_normal_right2_6/ReadVariableOp_1"; -"2906 NASNet/separable_conv_2_normal_right2_6/ReadVariableOp_1" -> "2907 NASNet/separable_conv_2_normal_right2_6/mul_1"; -"2907 NASNet/separable_conv_2_normal_right2_6/mul_1" -> "2911 NASNet/separable_conv_2_normal_right2_6/separable_conv2d"; -"2910 NASNet/separable_conv_2_normal_right2_6/separable_conv2d/depthwise" -> "2911 NASNet/separable_conv_2_normal_right2_6/separable_conv2d"; -"2911 NASNet/separable_conv_2_normal_right2_6/separable_conv2d" -> "2995 NASNet/separable_conv_2_bn_normal_right2_6/FusedBatchNormV3"; -"2912 NASNet/separable_conv_2_normal_left2_6/Sigmoid/ReadVariableOp/resource" -> "2913 NASNet/separable_conv_2_normal_left2_6/Sigmoid/ReadVariableOp"; -"2913 NASNet/separable_conv_2_normal_left2_6/Sigmoid/ReadVariableOp" -> "2914 NASNet/separable_conv_2_normal_left2_6/Sigmoid"; -"2914 NASNet/separable_conv_2_normal_left2_6/Sigmoid" -> "2915 NASNet/separable_conv_2_normal_left2_6/Round"; -"2915 NASNet/separable_conv_2_normal_left2_6/Round" -> "2918 NASNet/separable_conv_2_normal_left2_6/mul"; -"2916 NASNet/separable_conv_2_normal_left2_6/ReadVariableOp/resource" -> "2917 NASNet/separable_conv_2_normal_left2_6/ReadVariableOp"; -"2917 NASNet/separable_conv_2_normal_left2_6/ReadVariableOp" -> "2918 NASNet/separable_conv_2_normal_left2_6/mul"; -"2918 NASNet/separable_conv_2_normal_left2_6/mul" -> "2928 NASNet/separable_conv_2_normal_left2_6/separable_conv2d/depthwise"; -"2919 NASNet/separable_conv_2_normal_left2_6/Sigmoid_1/ReadVariableOp/resource" -> "2920 NASNet/separable_conv_2_normal_left2_6/Sigmoid_1/ReadVariableOp"; -"2920 NASNet/separable_conv_2_normal_left2_6/Sigmoid_1/ReadVariableOp" -> "2921 NASNet/separable_conv_2_normal_left2_6/Sigmoid_1"; -"2921 NASNet/separable_conv_2_normal_left2_6/Sigmoid_1" -> "2922 NASNet/separable_conv_2_normal_left2_6/Round_1"; -"2922 NASNet/separable_conv_2_normal_left2_6/Round_1" -> "2925 NASNet/separable_conv_2_normal_left2_6/mul_1"; -"2923 NASNet/separable_conv_2_normal_left2_6/ReadVariableOp_1/resource" -> "2924 NASNet/separable_conv_2_normal_left2_6/ReadVariableOp_1"; -"2924 NASNet/separable_conv_2_normal_left2_6/ReadVariableOp_1" -> "2925 NASNet/separable_conv_2_normal_left2_6/mul_1"; -"2925 NASNet/separable_conv_2_normal_left2_6/mul_1" -> "2929 NASNet/separable_conv_2_normal_left2_6/separable_conv2d"; -"2928 NASNet/separable_conv_2_normal_left2_6/separable_conv2d/depthwise" -> "2929 NASNet/separable_conv_2_normal_left2_6/separable_conv2d"; -"2929 NASNet/separable_conv_2_normal_left2_6/separable_conv2d" -> "2986 NASNet/separable_conv_2_bn_normal_left2_6/FusedBatchNormV3"; -"2930 NASNet/separable_conv_2_normal_right1_6/Sigmoid/ReadVariableOp/resource" -> "2931 NASNet/separable_conv_2_normal_right1_6/Sigmoid/ReadVariableOp"; -"2931 NASNet/separable_conv_2_normal_right1_6/Sigmoid/ReadVariableOp" -> "2932 NASNet/separable_conv_2_normal_right1_6/Sigmoid"; -"2932 NASNet/separable_conv_2_normal_right1_6/Sigmoid" -> "2933 NASNet/separable_conv_2_normal_right1_6/Round"; -"2933 NASNet/separable_conv_2_normal_right1_6/Round" -> "2936 NASNet/separable_conv_2_normal_right1_6/mul"; -"2934 NASNet/separable_conv_2_normal_right1_6/ReadVariableOp/resource" -> "2935 NASNet/separable_conv_2_normal_right1_6/ReadVariableOp"; -"2935 NASNet/separable_conv_2_normal_right1_6/ReadVariableOp" -> "2936 NASNet/separable_conv_2_normal_right1_6/mul"; -"2936 NASNet/separable_conv_2_normal_right1_6/mul" -> "2946 NASNet/separable_conv_2_normal_right1_6/separable_conv2d/depthwise"; -"2937 NASNet/separable_conv_2_normal_right1_6/Sigmoid_1/ReadVariableOp/resource" -> "2938 NASNet/separable_conv_2_normal_right1_6/Sigmoid_1/ReadVariableOp"; -"2938 NASNet/separable_conv_2_normal_right1_6/Sigmoid_1/ReadVariableOp" -> "2939 NASNet/separable_conv_2_normal_right1_6/Sigmoid_1"; -"2939 NASNet/separable_conv_2_normal_right1_6/Sigmoid_1" -> "2940 NASNet/separable_conv_2_normal_right1_6/Round_1"; -"2940 NASNet/separable_conv_2_normal_right1_6/Round_1" -> "2943 NASNet/separable_conv_2_normal_right1_6/mul_1"; -"2941 NASNet/separable_conv_2_normal_right1_6/ReadVariableOp_1/resource" -> "2942 NASNet/separable_conv_2_normal_right1_6/ReadVariableOp_1"; -"2942 NASNet/separable_conv_2_normal_right1_6/ReadVariableOp_1" -> "2943 NASNet/separable_conv_2_normal_right1_6/mul_1"; -"2943 NASNet/separable_conv_2_normal_right1_6/mul_1" -> "2947 NASNet/separable_conv_2_normal_right1_6/separable_conv2d"; -"2946 NASNet/separable_conv_2_normal_right1_6/separable_conv2d/depthwise" -> "2947 NASNet/separable_conv_2_normal_right1_6/separable_conv2d"; -"2947 NASNet/separable_conv_2_normal_right1_6/separable_conv2d" -> "3013 NASNet/separable_conv_2_bn_normal_right1_6/FusedBatchNormV3"; -"2948 NASNet/separable_conv_2_normal_left1_6/Sigmoid/ReadVariableOp/resource" -> "2949 NASNet/separable_conv_2_normal_left1_6/Sigmoid/ReadVariableOp"; -"2949 NASNet/separable_conv_2_normal_left1_6/Sigmoid/ReadVariableOp" -> "2950 NASNet/separable_conv_2_normal_left1_6/Sigmoid"; -"2950 NASNet/separable_conv_2_normal_left1_6/Sigmoid" -> "2951 NASNet/separable_conv_2_normal_left1_6/Round"; -"2951 NASNet/separable_conv_2_normal_left1_6/Round" -> "2954 NASNet/separable_conv_2_normal_left1_6/mul"; -"2952 NASNet/separable_conv_2_normal_left1_6/ReadVariableOp/resource" -> "2953 NASNet/separable_conv_2_normal_left1_6/ReadVariableOp"; -"2953 NASNet/separable_conv_2_normal_left1_6/ReadVariableOp" -> "2954 NASNet/separable_conv_2_normal_left1_6/mul"; -"2954 NASNet/separable_conv_2_normal_left1_6/mul" -> "2964 NASNet/separable_conv_2_normal_left1_6/separable_conv2d/depthwise"; -"2955 NASNet/separable_conv_2_normal_left1_6/Sigmoid_1/ReadVariableOp/resource" -> "2956 NASNet/separable_conv_2_normal_left1_6/Sigmoid_1/ReadVariableOp"; -"2956 NASNet/separable_conv_2_normal_left1_6/Sigmoid_1/ReadVariableOp" -> "2957 NASNet/separable_conv_2_normal_left1_6/Sigmoid_1"; -"2957 NASNet/separable_conv_2_normal_left1_6/Sigmoid_1" -> "2958 NASNet/separable_conv_2_normal_left1_6/Round_1"; -"2958 NASNet/separable_conv_2_normal_left1_6/Round_1" -> "2961 NASNet/separable_conv_2_normal_left1_6/mul_1"; -"2959 NASNet/separable_conv_2_normal_left1_6/ReadVariableOp_1/resource" -> "2960 NASNet/separable_conv_2_normal_left1_6/ReadVariableOp_1"; -"2960 NASNet/separable_conv_2_normal_left1_6/ReadVariableOp_1" -> "2961 NASNet/separable_conv_2_normal_left1_6/mul_1"; -"2961 NASNet/separable_conv_2_normal_left1_6/mul_1" -> "2965 NASNet/separable_conv_2_normal_left1_6/separable_conv2d"; -"2964 NASNet/separable_conv_2_normal_left1_6/separable_conv2d/depthwise" -> "2965 NASNet/separable_conv_2_normal_left1_6/separable_conv2d"; -"2965 NASNet/separable_conv_2_normal_left1_6/separable_conv2d" -> "3004 NASNet/separable_conv_2_bn_normal_left1_6/FusedBatchNormV3"; -"2966 NASNet/separable_conv_2_bn_normal_left5_6/ReadVariableOp/resource" -> "2967 NASNet/separable_conv_2_bn_normal_left5_6/ReadVariableOp"; -"2967 NASNet/separable_conv_2_bn_normal_left5_6/ReadVariableOp" -> "2974 NASNet/separable_conv_2_bn_normal_left5_6/FusedBatchNormV3"; -"2968 NASNet/separable_conv_2_bn_normal_left5_6/ReadVariableOp_1/resource" -> "2969 NASNet/separable_conv_2_bn_normal_left5_6/ReadVariableOp_1"; -"2969 NASNet/separable_conv_2_bn_normal_left5_6/ReadVariableOp_1" -> "2974 NASNet/separable_conv_2_bn_normal_left5_6/FusedBatchNormV3"; -"2970 NASNet/separable_conv_2_bn_normal_left5_6/FusedBatchNormV3/ReadVariableOp/resource" -> "2971 NASNet/separable_conv_2_bn_normal_left5_6/FusedBatchNormV3/ReadVariableOp"; -"2971 NASNet/separable_conv_2_bn_normal_left5_6/FusedBatchNormV3/ReadVariableOp" -> "2974 NASNet/separable_conv_2_bn_normal_left5_6/FusedBatchNormV3"; -"2972 NASNet/separable_conv_2_bn_normal_left5_6/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2973 NASNet/separable_conv_2_bn_normal_left5_6/FusedBatchNormV3/ReadVariableOp_1"; -"2973 NASNet/separable_conv_2_bn_normal_left5_6/FusedBatchNormV3/ReadVariableOp_1" -> "2974 NASNet/separable_conv_2_bn_normal_left5_6/FusedBatchNormV3"; -"2974 NASNet/separable_conv_2_bn_normal_left5_6/FusedBatchNormV3" -> "3018 NASNet/normal_add_5_6/add"; -"2975 NASNet/normal_left4_6/AvgPool" -> "3017 NASNet/normal_add_4_6/add"; -"2976 NASNet/normal_right4_6/AvgPool" -> "3017 NASNet/normal_add_4_6/add"; -"2977 NASNet/normal_left3_6/AvgPool" -> "3016 NASNet/normal_add_3_6/add"; -"2978 NASNet/separable_conv_2_bn_normal_left2_6/ReadVariableOp/resource" -> "2979 NASNet/separable_conv_2_bn_normal_left2_6/ReadVariableOp"; -"2979 NASNet/separable_conv_2_bn_normal_left2_6/ReadVariableOp" -> "2986 NASNet/separable_conv_2_bn_normal_left2_6/FusedBatchNormV3"; -"2980 NASNet/separable_conv_2_bn_normal_left2_6/ReadVariableOp_1/resource" -> "2981 NASNet/separable_conv_2_bn_normal_left2_6/ReadVariableOp_1"; -"2981 NASNet/separable_conv_2_bn_normal_left2_6/ReadVariableOp_1" -> "2986 NASNet/separable_conv_2_bn_normal_left2_6/FusedBatchNormV3"; -"2982 NASNet/separable_conv_2_bn_normal_left2_6/FusedBatchNormV3/ReadVariableOp/resource" -> "2983 NASNet/separable_conv_2_bn_normal_left2_6/FusedBatchNormV3/ReadVariableOp"; -"2983 NASNet/separable_conv_2_bn_normal_left2_6/FusedBatchNormV3/ReadVariableOp" -> "2986 NASNet/separable_conv_2_bn_normal_left2_6/FusedBatchNormV3"; -"2984 NASNet/separable_conv_2_bn_normal_left2_6/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2985 NASNet/separable_conv_2_bn_normal_left2_6/FusedBatchNormV3/ReadVariableOp_1"; -"2985 NASNet/separable_conv_2_bn_normal_left2_6/FusedBatchNormV3/ReadVariableOp_1" -> "2986 NASNet/separable_conv_2_bn_normal_left2_6/FusedBatchNormV3"; -"2986 NASNet/separable_conv_2_bn_normal_left2_6/FusedBatchNormV3" -> "3015 NASNet/normal_add_2_6/add"; -"2987 NASNet/separable_conv_2_bn_normal_right2_6/ReadVariableOp/resource" -> "2988 NASNet/separable_conv_2_bn_normal_right2_6/ReadVariableOp"; -"2988 NASNet/separable_conv_2_bn_normal_right2_6/ReadVariableOp" -> "2995 NASNet/separable_conv_2_bn_normal_right2_6/FusedBatchNormV3"; -"2989 NASNet/separable_conv_2_bn_normal_right2_6/ReadVariableOp_1/resource" -> "2990 NASNet/separable_conv_2_bn_normal_right2_6/ReadVariableOp_1"; -"2990 NASNet/separable_conv_2_bn_normal_right2_6/ReadVariableOp_1" -> "2995 NASNet/separable_conv_2_bn_normal_right2_6/FusedBatchNormV3"; -"2991 NASNet/separable_conv_2_bn_normal_right2_6/FusedBatchNormV3/ReadVariableOp/resource" -> "2992 NASNet/separable_conv_2_bn_normal_right2_6/FusedBatchNormV3/ReadVariableOp"; -"2992 NASNet/separable_conv_2_bn_normal_right2_6/FusedBatchNormV3/ReadVariableOp" -> "2995 NASNet/separable_conv_2_bn_normal_right2_6/FusedBatchNormV3"; -"2993 NASNet/separable_conv_2_bn_normal_right2_6/FusedBatchNormV3/ReadVariableOp_1/resource" -> "2994 NASNet/separable_conv_2_bn_normal_right2_6/FusedBatchNormV3/ReadVariableOp_1"; -"2994 NASNet/separable_conv_2_bn_normal_right2_6/FusedBatchNormV3/ReadVariableOp_1" -> "2995 NASNet/separable_conv_2_bn_normal_right2_6/FusedBatchNormV3"; -"2995 NASNet/separable_conv_2_bn_normal_right2_6/FusedBatchNormV3" -> "3015 NASNet/normal_add_2_6/add"; -"2996 NASNet/separable_conv_2_bn_normal_left1_6/ReadVariableOp/resource" -> "2997 NASNet/separable_conv_2_bn_normal_left1_6/ReadVariableOp"; -"2997 NASNet/separable_conv_2_bn_normal_left1_6/ReadVariableOp" -> "3004 NASNet/separable_conv_2_bn_normal_left1_6/FusedBatchNormV3"; -"2998 NASNet/separable_conv_2_bn_normal_left1_6/ReadVariableOp_1/resource" -> "2999 NASNet/separable_conv_2_bn_normal_left1_6/ReadVariableOp_1"; -"2999 NASNet/separable_conv_2_bn_normal_left1_6/ReadVariableOp_1" -> "3004 NASNet/separable_conv_2_bn_normal_left1_6/FusedBatchNormV3"; -"3000 NASNet/separable_conv_2_bn_normal_left1_6/FusedBatchNormV3/ReadVariableOp/resource" -> "3001 NASNet/separable_conv_2_bn_normal_left1_6/FusedBatchNormV3/ReadVariableOp"; -"3001 NASNet/separable_conv_2_bn_normal_left1_6/FusedBatchNormV3/ReadVariableOp" -> "3004 NASNet/separable_conv_2_bn_normal_left1_6/FusedBatchNormV3"; -"3002 NASNet/separable_conv_2_bn_normal_left1_6/FusedBatchNormV3/ReadVariableOp_1/resource" -> "3003 NASNet/separable_conv_2_bn_normal_left1_6/FusedBatchNormV3/ReadVariableOp_1"; -"3003 NASNet/separable_conv_2_bn_normal_left1_6/FusedBatchNormV3/ReadVariableOp_1" -> "3004 NASNet/separable_conv_2_bn_normal_left1_6/FusedBatchNormV3"; -"3004 NASNet/separable_conv_2_bn_normal_left1_6/FusedBatchNormV3" -> "3014 NASNet/normal_add_1_6/add"; -"3005 NASNet/separable_conv_2_bn_normal_right1_6/ReadVariableOp/resource" -> "3006 NASNet/separable_conv_2_bn_normal_right1_6/ReadVariableOp"; -"3006 NASNet/separable_conv_2_bn_normal_right1_6/ReadVariableOp" -> "3013 NASNet/separable_conv_2_bn_normal_right1_6/FusedBatchNormV3"; -"3007 NASNet/separable_conv_2_bn_normal_right1_6/ReadVariableOp_1/resource" -> "3008 NASNet/separable_conv_2_bn_normal_right1_6/ReadVariableOp_1"; -"3008 NASNet/separable_conv_2_bn_normal_right1_6/ReadVariableOp_1" -> "3013 NASNet/separable_conv_2_bn_normal_right1_6/FusedBatchNormV3"; -"3009 NASNet/separable_conv_2_bn_normal_right1_6/FusedBatchNormV3/ReadVariableOp/resource" -> "3010 NASNet/separable_conv_2_bn_normal_right1_6/FusedBatchNormV3/ReadVariableOp"; -"3010 NASNet/separable_conv_2_bn_normal_right1_6/FusedBatchNormV3/ReadVariableOp" -> "3013 NASNet/separable_conv_2_bn_normal_right1_6/FusedBatchNormV3"; -"3011 NASNet/separable_conv_2_bn_normal_right1_6/FusedBatchNormV3/ReadVariableOp_1/resource" -> "3012 NASNet/separable_conv_2_bn_normal_right1_6/FusedBatchNormV3/ReadVariableOp_1"; -"3012 NASNet/separable_conv_2_bn_normal_right1_6/FusedBatchNormV3/ReadVariableOp_1" -> "3013 NASNet/separable_conv_2_bn_normal_right1_6/FusedBatchNormV3"; -"3013 NASNet/separable_conv_2_bn_normal_right1_6/FusedBatchNormV3" -> "3014 NASNet/normal_add_1_6/add"; -"3014 NASNet/normal_add_1_6/add" -> "3020 NASNet/normal_concat_6/concat"; -"3015 NASNet/normal_add_2_6/add" -> "3020 NASNet/normal_concat_6/concat"; -"3016 NASNet/normal_add_3_6/add" -> "3020 NASNet/normal_concat_6/concat"; -"3017 NASNet/normal_add_4_6/add" -> "3020 NASNet/normal_concat_6/concat"; -"3018 NASNet/normal_add_5_6/add" -> "3020 NASNet/normal_concat_6/concat"; -"3019 NASNet/normal_concat_6/concat/axis" -> "3020 NASNet/normal_concat_6/concat"; -"3020 NASNet/normal_concat_6/concat" -> "3021 NASNet/activation_105/Relu"; -"3020 NASNet/normal_concat_6/concat" -> "3348 NASNet/activation_116/Relu"; -"3021 NASNet/activation_105/Relu" -> "3030 NASNet/normal_conv_1_7/Conv2D"; -"3022 NASNet/activation_104/Relu" -> "3038 NASNet/adjust_conv_projection_7/Conv2D"; -"3023 NASNet/normal_conv_1_7/Sigmoid/ReadVariableOp/resource" -> "3024 NASNet/normal_conv_1_7/Sigmoid/ReadVariableOp"; -"3024 NASNet/normal_conv_1_7/Sigmoid/ReadVariableOp" -> "3025 NASNet/normal_conv_1_7/Sigmoid"; -"3025 NASNet/normal_conv_1_7/Sigmoid" -> "3026 NASNet/normal_conv_1_7/Round"; -"3026 NASNet/normal_conv_1_7/Round" -> "3029 NASNet/normal_conv_1_7/mul"; -"3027 NASNet/normal_conv_1_7/ReadVariableOp/resource" -> "3028 NASNet/normal_conv_1_7/ReadVariableOp"; -"3028 NASNet/normal_conv_1_7/ReadVariableOp" -> "3029 NASNet/normal_conv_1_7/mul"; -"3029 NASNet/normal_conv_1_7/mul" -> "3030 NASNet/normal_conv_1_7/Conv2D"; -"3030 NASNet/normal_conv_1_7/Conv2D" -> "3056 NASNet/normal_bn_1_7/FusedBatchNormV3"; -"3031 NASNet/adjust_conv_projection_7/Sigmoid/ReadVariableOp/resource" -> "3032 NASNet/adjust_conv_projection_7/Sigmoid/ReadVariableOp"; -"3032 NASNet/adjust_conv_projection_7/Sigmoid/ReadVariableOp" -> "3033 NASNet/adjust_conv_projection_7/Sigmoid"; -"3033 NASNet/adjust_conv_projection_7/Sigmoid" -> "3034 NASNet/adjust_conv_projection_7/Round"; -"3034 NASNet/adjust_conv_projection_7/Round" -> "3037 NASNet/adjust_conv_projection_7/mul"; -"3035 NASNet/adjust_conv_projection_7/ReadVariableOp/resource" -> "3036 NASNet/adjust_conv_projection_7/ReadVariableOp"; -"3036 NASNet/adjust_conv_projection_7/ReadVariableOp" -> "3037 NASNet/adjust_conv_projection_7/mul"; -"3037 NASNet/adjust_conv_projection_7/mul" -> "3038 NASNet/adjust_conv_projection_7/Conv2D"; -"3038 NASNet/adjust_conv_projection_7/Conv2D" -> "3047 NASNet/adjust_bn_7/FusedBatchNormV3"; -"3039 NASNet/adjust_bn_7/ReadVariableOp/resource" -> "3040 NASNet/adjust_bn_7/ReadVariableOp"; -"3040 NASNet/adjust_bn_7/ReadVariableOp" -> "3047 NASNet/adjust_bn_7/FusedBatchNormV3"; -"3041 NASNet/adjust_bn_7/ReadVariableOp_1/resource" -> "3042 NASNet/adjust_bn_7/ReadVariableOp_1"; -"3042 NASNet/adjust_bn_7/ReadVariableOp_1" -> "3047 NASNet/adjust_bn_7/FusedBatchNormV3"; -"3043 NASNet/adjust_bn_7/FusedBatchNormV3/ReadVariableOp/resource" -> "3044 NASNet/adjust_bn_7/FusedBatchNormV3/ReadVariableOp"; -"3044 NASNet/adjust_bn_7/FusedBatchNormV3/ReadVariableOp" -> "3047 NASNet/adjust_bn_7/FusedBatchNormV3"; -"3045 NASNet/adjust_bn_7/FusedBatchNormV3/ReadVariableOp_1/resource" -> "3046 NASNet/adjust_bn_7/FusedBatchNormV3/ReadVariableOp_1"; -"3046 NASNet/adjust_bn_7/FusedBatchNormV3/ReadVariableOp_1" -> "3047 NASNet/adjust_bn_7/FusedBatchNormV3"; -"3047 NASNet/adjust_bn_7/FusedBatchNormV3" -> "3058 NASNet/activation_112/Relu"; -"3047 NASNet/adjust_bn_7/FusedBatchNormV3" -> "3059 NASNet/activation_110/Relu"; -"3047 NASNet/adjust_bn_7/FusedBatchNormV3" -> "3060 NASNet/activation_108/Relu"; -"3047 NASNet/adjust_bn_7/FusedBatchNormV3" -> "3301 NASNet/normal_left4_7/AvgPool"; -"3047 NASNet/adjust_bn_7/FusedBatchNormV3" -> "3302 NASNet/normal_right4_7/AvgPool"; -"3047 NASNet/adjust_bn_7/FusedBatchNormV3" -> "3342 NASNet/normal_add_3_7/add"; -"3047 NASNet/adjust_bn_7/FusedBatchNormV3" -> "3346 NASNet/normal_concat_7/concat"; -"3048 NASNet/normal_bn_1_7/ReadVariableOp/resource" -> "3049 NASNet/normal_bn_1_7/ReadVariableOp"; -"3049 NASNet/normal_bn_1_7/ReadVariableOp" -> "3056 NASNet/normal_bn_1_7/FusedBatchNormV3"; -"3050 NASNet/normal_bn_1_7/ReadVariableOp_1/resource" -> "3051 NASNet/normal_bn_1_7/ReadVariableOp_1"; -"3051 NASNet/normal_bn_1_7/ReadVariableOp_1" -> "3056 NASNet/normal_bn_1_7/FusedBatchNormV3"; -"3052 NASNet/normal_bn_1_7/FusedBatchNormV3/ReadVariableOp/resource" -> "3053 NASNet/normal_bn_1_7/FusedBatchNormV3/ReadVariableOp"; -"3053 NASNet/normal_bn_1_7/FusedBatchNormV3/ReadVariableOp" -> "3056 NASNet/normal_bn_1_7/FusedBatchNormV3"; -"3054 NASNet/normal_bn_1_7/FusedBatchNormV3/ReadVariableOp_1/resource" -> "3055 NASNet/normal_bn_1_7/FusedBatchNormV3/ReadVariableOp_1"; -"3055 NASNet/normal_bn_1_7/FusedBatchNormV3/ReadVariableOp_1" -> "3056 NASNet/normal_bn_1_7/FusedBatchNormV3"; -"3056 NASNet/normal_bn_1_7/FusedBatchNormV3" -> "3057 NASNet/activation_114/Relu"; -"3056 NASNet/normal_bn_1_7/FusedBatchNormV3" -> "3061 NASNet/activation_106/Relu"; -"3056 NASNet/normal_bn_1_7/FusedBatchNormV3" -> "3303 NASNet/normal_left3_7/AvgPool"; -"3056 NASNet/normal_bn_1_7/FusedBatchNormV3" -> "3344 NASNet/normal_add_5_7/add"; -"3057 NASNet/activation_114/Relu" -> "3078 NASNet/separable_conv_1_normal_left5_7/separable_conv2d/depthwise"; -"3058 NASNet/activation_112/Relu" -> "3096 NASNet/separable_conv_1_normal_right2_7/separable_conv2d/depthwise"; -"3059 NASNet/activation_110/Relu" -> "3114 NASNet/separable_conv_1_normal_left2_7/separable_conv2d/depthwise"; -"3060 NASNet/activation_108/Relu" -> "3132 NASNet/separable_conv_1_normal_right1_7/separable_conv2d/depthwise"; -"3061 NASNet/activation_106/Relu" -> "3150 NASNet/separable_conv_1_normal_left1_7/separable_conv2d/depthwise"; -"3062 NASNet/separable_conv_1_normal_left5_7/Sigmoid/ReadVariableOp/resource" -> "3063 NASNet/separable_conv_1_normal_left5_7/Sigmoid/ReadVariableOp"; -"3063 NASNet/separable_conv_1_normal_left5_7/Sigmoid/ReadVariableOp" -> "3064 NASNet/separable_conv_1_normal_left5_7/Sigmoid"; -"3064 NASNet/separable_conv_1_normal_left5_7/Sigmoid" -> "3065 NASNet/separable_conv_1_normal_left5_7/Round"; -"3065 NASNet/separable_conv_1_normal_left5_7/Round" -> "3068 NASNet/separable_conv_1_normal_left5_7/mul"; -"3066 NASNet/separable_conv_1_normal_left5_7/ReadVariableOp/resource" -> "3067 NASNet/separable_conv_1_normal_left5_7/ReadVariableOp"; -"3067 NASNet/separable_conv_1_normal_left5_7/ReadVariableOp" -> "3068 NASNet/separable_conv_1_normal_left5_7/mul"; -"3068 NASNet/separable_conv_1_normal_left5_7/mul" -> "3078 NASNet/separable_conv_1_normal_left5_7/separable_conv2d/depthwise"; -"3069 NASNet/separable_conv_1_normal_left5_7/Sigmoid_1/ReadVariableOp/resource" -> "3070 NASNet/separable_conv_1_normal_left5_7/Sigmoid_1/ReadVariableOp"; -"3070 NASNet/separable_conv_1_normal_left5_7/Sigmoid_1/ReadVariableOp" -> "3071 NASNet/separable_conv_1_normal_left5_7/Sigmoid_1"; -"3071 NASNet/separable_conv_1_normal_left5_7/Sigmoid_1" -> "3072 NASNet/separable_conv_1_normal_left5_7/Round_1"; -"3072 NASNet/separable_conv_1_normal_left5_7/Round_1" -> "3075 NASNet/separable_conv_1_normal_left5_7/mul_1"; -"3073 NASNet/separable_conv_1_normal_left5_7/ReadVariableOp_1/resource" -> "3074 NASNet/separable_conv_1_normal_left5_7/ReadVariableOp_1"; -"3074 NASNet/separable_conv_1_normal_left5_7/ReadVariableOp_1" -> "3075 NASNet/separable_conv_1_normal_left5_7/mul_1"; -"3075 NASNet/separable_conv_1_normal_left5_7/mul_1" -> "3079 NASNet/separable_conv_1_normal_left5_7/separable_conv2d"; -"3078 NASNet/separable_conv_1_normal_left5_7/separable_conv2d/depthwise" -> "3079 NASNet/separable_conv_1_normal_left5_7/separable_conv2d"; -"3079 NASNet/separable_conv_1_normal_left5_7/separable_conv2d" -> "3160 NASNet/separable_conv_1_bn_normal_left5_7/FusedBatchNormV3"; -"3080 NASNet/separable_conv_1_normal_right2_7/Sigmoid/ReadVariableOp/resource" -> "3081 NASNet/separable_conv_1_normal_right2_7/Sigmoid/ReadVariableOp"; -"3081 NASNet/separable_conv_1_normal_right2_7/Sigmoid/ReadVariableOp" -> "3082 NASNet/separable_conv_1_normal_right2_7/Sigmoid"; -"3082 NASNet/separable_conv_1_normal_right2_7/Sigmoid" -> "3083 NASNet/separable_conv_1_normal_right2_7/Round"; -"3083 NASNet/separable_conv_1_normal_right2_7/Round" -> "3086 NASNet/separable_conv_1_normal_right2_7/mul"; -"3084 NASNet/separable_conv_1_normal_right2_7/ReadVariableOp/resource" -> "3085 NASNet/separable_conv_1_normal_right2_7/ReadVariableOp"; -"3085 NASNet/separable_conv_1_normal_right2_7/ReadVariableOp" -> "3086 NASNet/separable_conv_1_normal_right2_7/mul"; -"3086 NASNet/separable_conv_1_normal_right2_7/mul" -> "3096 NASNet/separable_conv_1_normal_right2_7/separable_conv2d/depthwise"; -"3087 NASNet/separable_conv_1_normal_right2_7/Sigmoid_1/ReadVariableOp/resource" -> "3088 NASNet/separable_conv_1_normal_right2_7/Sigmoid_1/ReadVariableOp"; -"3088 NASNet/separable_conv_1_normal_right2_7/Sigmoid_1/ReadVariableOp" -> "3089 NASNet/separable_conv_1_normal_right2_7/Sigmoid_1"; -"3089 NASNet/separable_conv_1_normal_right2_7/Sigmoid_1" -> "3090 NASNet/separable_conv_1_normal_right2_7/Round_1"; -"3090 NASNet/separable_conv_1_normal_right2_7/Round_1" -> "3093 NASNet/separable_conv_1_normal_right2_7/mul_1"; -"3091 NASNet/separable_conv_1_normal_right2_7/ReadVariableOp_1/resource" -> "3092 NASNet/separable_conv_1_normal_right2_7/ReadVariableOp_1"; -"3092 NASNet/separable_conv_1_normal_right2_7/ReadVariableOp_1" -> "3093 NASNet/separable_conv_1_normal_right2_7/mul_1"; -"3093 NASNet/separable_conv_1_normal_right2_7/mul_1" -> "3097 NASNet/separable_conv_1_normal_right2_7/separable_conv2d"; -"3096 NASNet/separable_conv_1_normal_right2_7/separable_conv2d/depthwise" -> "3097 NASNet/separable_conv_1_normal_right2_7/separable_conv2d"; -"3097 NASNet/separable_conv_1_normal_right2_7/separable_conv2d" -> "3169 NASNet/separable_conv_1_bn_normal_right2_7/FusedBatchNormV3"; -"3098 NASNet/separable_conv_1_normal_left2_7/Sigmoid/ReadVariableOp/resource" -> "3099 NASNet/separable_conv_1_normal_left2_7/Sigmoid/ReadVariableOp"; -"3099 NASNet/separable_conv_1_normal_left2_7/Sigmoid/ReadVariableOp" -> "3100 NASNet/separable_conv_1_normal_left2_7/Sigmoid"; -"3100 NASNet/separable_conv_1_normal_left2_7/Sigmoid" -> "3101 NASNet/separable_conv_1_normal_left2_7/Round"; -"3101 NASNet/separable_conv_1_normal_left2_7/Round" -> "3104 NASNet/separable_conv_1_normal_left2_7/mul"; -"3102 NASNet/separable_conv_1_normal_left2_7/ReadVariableOp/resource" -> "3103 NASNet/separable_conv_1_normal_left2_7/ReadVariableOp"; -"3103 NASNet/separable_conv_1_normal_left2_7/ReadVariableOp" -> "3104 NASNet/separable_conv_1_normal_left2_7/mul"; -"3104 NASNet/separable_conv_1_normal_left2_7/mul" -> "3114 NASNet/separable_conv_1_normal_left2_7/separable_conv2d/depthwise"; -"3105 NASNet/separable_conv_1_normal_left2_7/Sigmoid_1/ReadVariableOp/resource" -> "3106 NASNet/separable_conv_1_normal_left2_7/Sigmoid_1/ReadVariableOp"; -"3106 NASNet/separable_conv_1_normal_left2_7/Sigmoid_1/ReadVariableOp" -> "3107 NASNet/separable_conv_1_normal_left2_7/Sigmoid_1"; -"3107 NASNet/separable_conv_1_normal_left2_7/Sigmoid_1" -> "3108 NASNet/separable_conv_1_normal_left2_7/Round_1"; -"3108 NASNet/separable_conv_1_normal_left2_7/Round_1" -> "3111 NASNet/separable_conv_1_normal_left2_7/mul_1"; -"3109 NASNet/separable_conv_1_normal_left2_7/ReadVariableOp_1/resource" -> "3110 NASNet/separable_conv_1_normal_left2_7/ReadVariableOp_1"; -"3110 NASNet/separable_conv_1_normal_left2_7/ReadVariableOp_1" -> "3111 NASNet/separable_conv_1_normal_left2_7/mul_1"; -"3111 NASNet/separable_conv_1_normal_left2_7/mul_1" -> "3115 NASNet/separable_conv_1_normal_left2_7/separable_conv2d"; -"3114 NASNet/separable_conv_1_normal_left2_7/separable_conv2d/depthwise" -> "3115 NASNet/separable_conv_1_normal_left2_7/separable_conv2d"; -"3115 NASNet/separable_conv_1_normal_left2_7/separable_conv2d" -> "3178 NASNet/separable_conv_1_bn_normal_left2_7/FusedBatchNormV3"; -"3116 NASNet/separable_conv_1_normal_right1_7/Sigmoid/ReadVariableOp/resource" -> "3117 NASNet/separable_conv_1_normal_right1_7/Sigmoid/ReadVariableOp"; -"3117 NASNet/separable_conv_1_normal_right1_7/Sigmoid/ReadVariableOp" -> "3118 NASNet/separable_conv_1_normal_right1_7/Sigmoid"; -"3118 NASNet/separable_conv_1_normal_right1_7/Sigmoid" -> "3119 NASNet/separable_conv_1_normal_right1_7/Round"; -"3119 NASNet/separable_conv_1_normal_right1_7/Round" -> "3122 NASNet/separable_conv_1_normal_right1_7/mul"; -"3120 NASNet/separable_conv_1_normal_right1_7/ReadVariableOp/resource" -> "3121 NASNet/separable_conv_1_normal_right1_7/ReadVariableOp"; -"3121 NASNet/separable_conv_1_normal_right1_7/ReadVariableOp" -> "3122 NASNet/separable_conv_1_normal_right1_7/mul"; -"3122 NASNet/separable_conv_1_normal_right1_7/mul" -> "3132 NASNet/separable_conv_1_normal_right1_7/separable_conv2d/depthwise"; -"3123 NASNet/separable_conv_1_normal_right1_7/Sigmoid_1/ReadVariableOp/resource" -> "3124 NASNet/separable_conv_1_normal_right1_7/Sigmoid_1/ReadVariableOp"; -"3124 NASNet/separable_conv_1_normal_right1_7/Sigmoid_1/ReadVariableOp" -> "3125 NASNet/separable_conv_1_normal_right1_7/Sigmoid_1"; -"3125 NASNet/separable_conv_1_normal_right1_7/Sigmoid_1" -> "3126 NASNet/separable_conv_1_normal_right1_7/Round_1"; -"3126 NASNet/separable_conv_1_normal_right1_7/Round_1" -> "3129 NASNet/separable_conv_1_normal_right1_7/mul_1"; -"3127 NASNet/separable_conv_1_normal_right1_7/ReadVariableOp_1/resource" -> "3128 NASNet/separable_conv_1_normal_right1_7/ReadVariableOp_1"; -"3128 NASNet/separable_conv_1_normal_right1_7/ReadVariableOp_1" -> "3129 NASNet/separable_conv_1_normal_right1_7/mul_1"; -"3129 NASNet/separable_conv_1_normal_right1_7/mul_1" -> "3133 NASNet/separable_conv_1_normal_right1_7/separable_conv2d"; -"3132 NASNet/separable_conv_1_normal_right1_7/separable_conv2d/depthwise" -> "3133 NASNet/separable_conv_1_normal_right1_7/separable_conv2d"; -"3133 NASNet/separable_conv_1_normal_right1_7/separable_conv2d" -> "3187 NASNet/separable_conv_1_bn_normal_right1_7/FusedBatchNormV3"; -"3134 NASNet/separable_conv_1_normal_left1_7/Sigmoid/ReadVariableOp/resource" -> "3135 NASNet/separable_conv_1_normal_left1_7/Sigmoid/ReadVariableOp"; -"3135 NASNet/separable_conv_1_normal_left1_7/Sigmoid/ReadVariableOp" -> "3136 NASNet/separable_conv_1_normal_left1_7/Sigmoid"; -"3136 NASNet/separable_conv_1_normal_left1_7/Sigmoid" -> "3137 NASNet/separable_conv_1_normal_left1_7/Round"; -"3137 NASNet/separable_conv_1_normal_left1_7/Round" -> "3140 NASNet/separable_conv_1_normal_left1_7/mul"; -"3138 NASNet/separable_conv_1_normal_left1_7/ReadVariableOp/resource" -> "3139 NASNet/separable_conv_1_normal_left1_7/ReadVariableOp"; -"3139 NASNet/separable_conv_1_normal_left1_7/ReadVariableOp" -> "3140 NASNet/separable_conv_1_normal_left1_7/mul"; -"3140 NASNet/separable_conv_1_normal_left1_7/mul" -> "3150 NASNet/separable_conv_1_normal_left1_7/separable_conv2d/depthwise"; -"3141 NASNet/separable_conv_1_normal_left1_7/Sigmoid_1/ReadVariableOp/resource" -> "3142 NASNet/separable_conv_1_normal_left1_7/Sigmoid_1/ReadVariableOp"; -"3142 NASNet/separable_conv_1_normal_left1_7/Sigmoid_1/ReadVariableOp" -> "3143 NASNet/separable_conv_1_normal_left1_7/Sigmoid_1"; -"3143 NASNet/separable_conv_1_normal_left1_7/Sigmoid_1" -> "3144 NASNet/separable_conv_1_normal_left1_7/Round_1"; -"3144 NASNet/separable_conv_1_normal_left1_7/Round_1" -> "3147 NASNet/separable_conv_1_normal_left1_7/mul_1"; -"3145 NASNet/separable_conv_1_normal_left1_7/ReadVariableOp_1/resource" -> "3146 NASNet/separable_conv_1_normal_left1_7/ReadVariableOp_1"; -"3146 NASNet/separable_conv_1_normal_left1_7/ReadVariableOp_1" -> "3147 NASNet/separable_conv_1_normal_left1_7/mul_1"; -"3147 NASNet/separable_conv_1_normal_left1_7/mul_1" -> "3151 NASNet/separable_conv_1_normal_left1_7/separable_conv2d"; -"3150 NASNet/separable_conv_1_normal_left1_7/separable_conv2d/depthwise" -> "3151 NASNet/separable_conv_1_normal_left1_7/separable_conv2d"; -"3151 NASNet/separable_conv_1_normal_left1_7/separable_conv2d" -> "3196 NASNet/separable_conv_1_bn_normal_left1_7/FusedBatchNormV3"; -"3152 NASNet/separable_conv_1_bn_normal_left5_7/ReadVariableOp/resource" -> "3153 NASNet/separable_conv_1_bn_normal_left5_7/ReadVariableOp"; -"3153 NASNet/separable_conv_1_bn_normal_left5_7/ReadVariableOp" -> "3160 NASNet/separable_conv_1_bn_normal_left5_7/FusedBatchNormV3"; -"3154 NASNet/separable_conv_1_bn_normal_left5_7/ReadVariableOp_1/resource" -> "3155 NASNet/separable_conv_1_bn_normal_left5_7/ReadVariableOp_1"; -"3155 NASNet/separable_conv_1_bn_normal_left5_7/ReadVariableOp_1" -> "3160 NASNet/separable_conv_1_bn_normal_left5_7/FusedBatchNormV3"; -"3156 NASNet/separable_conv_1_bn_normal_left5_7/FusedBatchNormV3/ReadVariableOp/resource" -> "3157 NASNet/separable_conv_1_bn_normal_left5_7/FusedBatchNormV3/ReadVariableOp"; -"3157 NASNet/separable_conv_1_bn_normal_left5_7/FusedBatchNormV3/ReadVariableOp" -> "3160 NASNet/separable_conv_1_bn_normal_left5_7/FusedBatchNormV3"; -"3158 NASNet/separable_conv_1_bn_normal_left5_7/FusedBatchNormV3/ReadVariableOp_1/resource" -> "3159 NASNet/separable_conv_1_bn_normal_left5_7/FusedBatchNormV3/ReadVariableOp_1"; -"3159 NASNet/separable_conv_1_bn_normal_left5_7/FusedBatchNormV3/ReadVariableOp_1" -> "3160 NASNet/separable_conv_1_bn_normal_left5_7/FusedBatchNormV3"; -"3160 NASNet/separable_conv_1_bn_normal_left5_7/FusedBatchNormV3" -> "3197 NASNet/activation_115/Relu"; -"3161 NASNet/separable_conv_1_bn_normal_right2_7/ReadVariableOp/resource" -> "3162 NASNet/separable_conv_1_bn_normal_right2_7/ReadVariableOp"; -"3162 NASNet/separable_conv_1_bn_normal_right2_7/ReadVariableOp" -> "3169 NASNet/separable_conv_1_bn_normal_right2_7/FusedBatchNormV3"; -"3163 NASNet/separable_conv_1_bn_normal_right2_7/ReadVariableOp_1/resource" -> "3164 NASNet/separable_conv_1_bn_normal_right2_7/ReadVariableOp_1"; -"3164 NASNet/separable_conv_1_bn_normal_right2_7/ReadVariableOp_1" -> "3169 NASNet/separable_conv_1_bn_normal_right2_7/FusedBatchNormV3"; -"3165 NASNet/separable_conv_1_bn_normal_right2_7/FusedBatchNormV3/ReadVariableOp/resource" -> "3166 NASNet/separable_conv_1_bn_normal_right2_7/FusedBatchNormV3/ReadVariableOp"; -"3166 NASNet/separable_conv_1_bn_normal_right2_7/FusedBatchNormV3/ReadVariableOp" -> "3169 NASNet/separable_conv_1_bn_normal_right2_7/FusedBatchNormV3"; -"3167 NASNet/separable_conv_1_bn_normal_right2_7/FusedBatchNormV3/ReadVariableOp_1/resource" -> "3168 NASNet/separable_conv_1_bn_normal_right2_7/FusedBatchNormV3/ReadVariableOp_1"; -"3168 NASNet/separable_conv_1_bn_normal_right2_7/FusedBatchNormV3/ReadVariableOp_1" -> "3169 NASNet/separable_conv_1_bn_normal_right2_7/FusedBatchNormV3"; -"3169 NASNet/separable_conv_1_bn_normal_right2_7/FusedBatchNormV3" -> "3198 NASNet/activation_113/Relu"; -"3170 NASNet/separable_conv_1_bn_normal_left2_7/ReadVariableOp/resource" -> "3171 NASNet/separable_conv_1_bn_normal_left2_7/ReadVariableOp"; -"3171 NASNet/separable_conv_1_bn_normal_left2_7/ReadVariableOp" -> "3178 NASNet/separable_conv_1_bn_normal_left2_7/FusedBatchNormV3"; -"3172 NASNet/separable_conv_1_bn_normal_left2_7/ReadVariableOp_1/resource" -> "3173 NASNet/separable_conv_1_bn_normal_left2_7/ReadVariableOp_1"; -"3173 NASNet/separable_conv_1_bn_normal_left2_7/ReadVariableOp_1" -> "3178 NASNet/separable_conv_1_bn_normal_left2_7/FusedBatchNormV3"; -"3174 NASNet/separable_conv_1_bn_normal_left2_7/FusedBatchNormV3/ReadVariableOp/resource" -> "3175 NASNet/separable_conv_1_bn_normal_left2_7/FusedBatchNormV3/ReadVariableOp"; -"3175 NASNet/separable_conv_1_bn_normal_left2_7/FusedBatchNormV3/ReadVariableOp" -> "3178 NASNet/separable_conv_1_bn_normal_left2_7/FusedBatchNormV3"; -"3176 NASNet/separable_conv_1_bn_normal_left2_7/FusedBatchNormV3/ReadVariableOp_1/resource" -> "3177 NASNet/separable_conv_1_bn_normal_left2_7/FusedBatchNormV3/ReadVariableOp_1"; -"3177 NASNet/separable_conv_1_bn_normal_left2_7/FusedBatchNormV3/ReadVariableOp_1" -> "3178 NASNet/separable_conv_1_bn_normal_left2_7/FusedBatchNormV3"; -"3178 NASNet/separable_conv_1_bn_normal_left2_7/FusedBatchNormV3" -> "3199 NASNet/activation_111/Relu"; -"3179 NASNet/separable_conv_1_bn_normal_right1_7/ReadVariableOp/resource" -> "3180 NASNet/separable_conv_1_bn_normal_right1_7/ReadVariableOp"; -"3180 NASNet/separable_conv_1_bn_normal_right1_7/ReadVariableOp" -> "3187 NASNet/separable_conv_1_bn_normal_right1_7/FusedBatchNormV3"; -"3181 NASNet/separable_conv_1_bn_normal_right1_7/ReadVariableOp_1/resource" -> "3182 NASNet/separable_conv_1_bn_normal_right1_7/ReadVariableOp_1"; -"3182 NASNet/separable_conv_1_bn_normal_right1_7/ReadVariableOp_1" -> "3187 NASNet/separable_conv_1_bn_normal_right1_7/FusedBatchNormV3"; -"3183 NASNet/separable_conv_1_bn_normal_right1_7/FusedBatchNormV3/ReadVariableOp/resource" -> "3184 NASNet/separable_conv_1_bn_normal_right1_7/FusedBatchNormV3/ReadVariableOp"; -"3184 NASNet/separable_conv_1_bn_normal_right1_7/FusedBatchNormV3/ReadVariableOp" -> "3187 NASNet/separable_conv_1_bn_normal_right1_7/FusedBatchNormV3"; -"3185 NASNet/separable_conv_1_bn_normal_right1_7/FusedBatchNormV3/ReadVariableOp_1/resource" -> "3186 NASNet/separable_conv_1_bn_normal_right1_7/FusedBatchNormV3/ReadVariableOp_1"; -"3186 NASNet/separable_conv_1_bn_normal_right1_7/FusedBatchNormV3/ReadVariableOp_1" -> "3187 NASNet/separable_conv_1_bn_normal_right1_7/FusedBatchNormV3"; -"3187 NASNet/separable_conv_1_bn_normal_right1_7/FusedBatchNormV3" -> "3200 NASNet/activation_109/Relu"; -"3188 NASNet/separable_conv_1_bn_normal_left1_7/ReadVariableOp/resource" -> "3189 NASNet/separable_conv_1_bn_normal_left1_7/ReadVariableOp"; -"3189 NASNet/separable_conv_1_bn_normal_left1_7/ReadVariableOp" -> "3196 NASNet/separable_conv_1_bn_normal_left1_7/FusedBatchNormV3"; -"3190 NASNet/separable_conv_1_bn_normal_left1_7/ReadVariableOp_1/resource" -> "3191 NASNet/separable_conv_1_bn_normal_left1_7/ReadVariableOp_1"; -"3191 NASNet/separable_conv_1_bn_normal_left1_7/ReadVariableOp_1" -> "3196 NASNet/separable_conv_1_bn_normal_left1_7/FusedBatchNormV3"; -"3192 NASNet/separable_conv_1_bn_normal_left1_7/FusedBatchNormV3/ReadVariableOp/resource" -> "3193 NASNet/separable_conv_1_bn_normal_left1_7/FusedBatchNormV3/ReadVariableOp"; -"3193 NASNet/separable_conv_1_bn_normal_left1_7/FusedBatchNormV3/ReadVariableOp" -> "3196 NASNet/separable_conv_1_bn_normal_left1_7/FusedBatchNormV3"; -"3194 NASNet/separable_conv_1_bn_normal_left1_7/FusedBatchNormV3/ReadVariableOp_1/resource" -> "3195 NASNet/separable_conv_1_bn_normal_left1_7/FusedBatchNormV3/ReadVariableOp_1"; -"3195 NASNet/separable_conv_1_bn_normal_left1_7/FusedBatchNormV3/ReadVariableOp_1" -> "3196 NASNet/separable_conv_1_bn_normal_left1_7/FusedBatchNormV3"; -"3196 NASNet/separable_conv_1_bn_normal_left1_7/FusedBatchNormV3" -> "3201 NASNet/activation_107/Relu"; -"3197 NASNet/activation_115/Relu" -> "3218 NASNet/separable_conv_2_normal_left5_7/separable_conv2d/depthwise"; -"3198 NASNet/activation_113/Relu" -> "3236 NASNet/separable_conv_2_normal_right2_7/separable_conv2d/depthwise"; -"3199 NASNet/activation_111/Relu" -> "3254 NASNet/separable_conv_2_normal_left2_7/separable_conv2d/depthwise"; -"3200 NASNet/activation_109/Relu" -> "3272 NASNet/separable_conv_2_normal_right1_7/separable_conv2d/depthwise"; -"3201 NASNet/activation_107/Relu" -> "3290 NASNet/separable_conv_2_normal_left1_7/separable_conv2d/depthwise"; -"3202 NASNet/separable_conv_2_normal_left5_7/Sigmoid/ReadVariableOp/resource" -> "3203 NASNet/separable_conv_2_normal_left5_7/Sigmoid/ReadVariableOp"; -"3203 NASNet/separable_conv_2_normal_left5_7/Sigmoid/ReadVariableOp" -> "3204 NASNet/separable_conv_2_normal_left5_7/Sigmoid"; -"3204 NASNet/separable_conv_2_normal_left5_7/Sigmoid" -> "3205 NASNet/separable_conv_2_normal_left5_7/Round"; -"3205 NASNet/separable_conv_2_normal_left5_7/Round" -> "3208 NASNet/separable_conv_2_normal_left5_7/mul"; -"3206 NASNet/separable_conv_2_normal_left5_7/ReadVariableOp/resource" -> "3207 NASNet/separable_conv_2_normal_left5_7/ReadVariableOp"; -"3207 NASNet/separable_conv_2_normal_left5_7/ReadVariableOp" -> "3208 NASNet/separable_conv_2_normal_left5_7/mul"; -"3208 NASNet/separable_conv_2_normal_left5_7/mul" -> "3218 NASNet/separable_conv_2_normal_left5_7/separable_conv2d/depthwise"; -"3209 NASNet/separable_conv_2_normal_left5_7/Sigmoid_1/ReadVariableOp/resource" -> "3210 NASNet/separable_conv_2_normal_left5_7/Sigmoid_1/ReadVariableOp"; -"3210 NASNet/separable_conv_2_normal_left5_7/Sigmoid_1/ReadVariableOp" -> "3211 NASNet/separable_conv_2_normal_left5_7/Sigmoid_1"; -"3211 NASNet/separable_conv_2_normal_left5_7/Sigmoid_1" -> "3212 NASNet/separable_conv_2_normal_left5_7/Round_1"; -"3212 NASNet/separable_conv_2_normal_left5_7/Round_1" -> "3215 NASNet/separable_conv_2_normal_left5_7/mul_1"; -"3213 NASNet/separable_conv_2_normal_left5_7/ReadVariableOp_1/resource" -> "3214 NASNet/separable_conv_2_normal_left5_7/ReadVariableOp_1"; -"3214 NASNet/separable_conv_2_normal_left5_7/ReadVariableOp_1" -> "3215 NASNet/separable_conv_2_normal_left5_7/mul_1"; -"3215 NASNet/separable_conv_2_normal_left5_7/mul_1" -> "3219 NASNet/separable_conv_2_normal_left5_7/separable_conv2d"; -"3218 NASNet/separable_conv_2_normal_left5_7/separable_conv2d/depthwise" -> "3219 NASNet/separable_conv_2_normal_left5_7/separable_conv2d"; -"3219 NASNet/separable_conv_2_normal_left5_7/separable_conv2d" -> "3300 NASNet/separable_conv_2_bn_normal_left5_7/FusedBatchNormV3"; -"3220 NASNet/separable_conv_2_normal_right2_7/Sigmoid/ReadVariableOp/resource" -> "3221 NASNet/separable_conv_2_normal_right2_7/Sigmoid/ReadVariableOp"; -"3221 NASNet/separable_conv_2_normal_right2_7/Sigmoid/ReadVariableOp" -> "3222 NASNet/separable_conv_2_normal_right2_7/Sigmoid"; -"3222 NASNet/separable_conv_2_normal_right2_7/Sigmoid" -> "3223 NASNet/separable_conv_2_normal_right2_7/Round"; -"3223 NASNet/separable_conv_2_normal_right2_7/Round" -> "3226 NASNet/separable_conv_2_normal_right2_7/mul"; -"3224 NASNet/separable_conv_2_normal_right2_7/ReadVariableOp/resource" -> "3225 NASNet/separable_conv_2_normal_right2_7/ReadVariableOp"; -"3225 NASNet/separable_conv_2_normal_right2_7/ReadVariableOp" -> "3226 NASNet/separable_conv_2_normal_right2_7/mul"; -"3226 NASNet/separable_conv_2_normal_right2_7/mul" -> "3236 NASNet/separable_conv_2_normal_right2_7/separable_conv2d/depthwise"; -"3227 NASNet/separable_conv_2_normal_right2_7/Sigmoid_1/ReadVariableOp/resource" -> "3228 NASNet/separable_conv_2_normal_right2_7/Sigmoid_1/ReadVariableOp"; -"3228 NASNet/separable_conv_2_normal_right2_7/Sigmoid_1/ReadVariableOp" -> "3229 NASNet/separable_conv_2_normal_right2_7/Sigmoid_1"; -"3229 NASNet/separable_conv_2_normal_right2_7/Sigmoid_1" -> "3230 NASNet/separable_conv_2_normal_right2_7/Round_1"; -"3230 NASNet/separable_conv_2_normal_right2_7/Round_1" -> "3233 NASNet/separable_conv_2_normal_right2_7/mul_1"; -"3231 NASNet/separable_conv_2_normal_right2_7/ReadVariableOp_1/resource" -> "3232 NASNet/separable_conv_2_normal_right2_7/ReadVariableOp_1"; -"3232 NASNet/separable_conv_2_normal_right2_7/ReadVariableOp_1" -> "3233 NASNet/separable_conv_2_normal_right2_7/mul_1"; -"3233 NASNet/separable_conv_2_normal_right2_7/mul_1" -> "3237 NASNet/separable_conv_2_normal_right2_7/separable_conv2d"; -"3236 NASNet/separable_conv_2_normal_right2_7/separable_conv2d/depthwise" -> "3237 NASNet/separable_conv_2_normal_right2_7/separable_conv2d"; -"3237 NASNet/separable_conv_2_normal_right2_7/separable_conv2d" -> "3321 NASNet/separable_conv_2_bn_normal_right2_7/FusedBatchNormV3"; -"3238 NASNet/separable_conv_2_normal_left2_7/Sigmoid/ReadVariableOp/resource" -> "3239 NASNet/separable_conv_2_normal_left2_7/Sigmoid/ReadVariableOp"; -"3239 NASNet/separable_conv_2_normal_left2_7/Sigmoid/ReadVariableOp" -> "3240 NASNet/separable_conv_2_normal_left2_7/Sigmoid"; -"3240 NASNet/separable_conv_2_normal_left2_7/Sigmoid" -> "3241 NASNet/separable_conv_2_normal_left2_7/Round"; -"3241 NASNet/separable_conv_2_normal_left2_7/Round" -> "3244 NASNet/separable_conv_2_normal_left2_7/mul"; -"3242 NASNet/separable_conv_2_normal_left2_7/ReadVariableOp/resource" -> "3243 NASNet/separable_conv_2_normal_left2_7/ReadVariableOp"; -"3243 NASNet/separable_conv_2_normal_left2_7/ReadVariableOp" -> "3244 NASNet/separable_conv_2_normal_left2_7/mul"; -"3244 NASNet/separable_conv_2_normal_left2_7/mul" -> "3254 NASNet/separable_conv_2_normal_left2_7/separable_conv2d/depthwise"; -"3245 NASNet/separable_conv_2_normal_left2_7/Sigmoid_1/ReadVariableOp/resource" -> "3246 NASNet/separable_conv_2_normal_left2_7/Sigmoid_1/ReadVariableOp"; -"3246 NASNet/separable_conv_2_normal_left2_7/Sigmoid_1/ReadVariableOp" -> "3247 NASNet/separable_conv_2_normal_left2_7/Sigmoid_1"; -"3247 NASNet/separable_conv_2_normal_left2_7/Sigmoid_1" -> "3248 NASNet/separable_conv_2_normal_left2_7/Round_1"; -"3248 NASNet/separable_conv_2_normal_left2_7/Round_1" -> "3251 NASNet/separable_conv_2_normal_left2_7/mul_1"; -"3249 NASNet/separable_conv_2_normal_left2_7/ReadVariableOp_1/resource" -> "3250 NASNet/separable_conv_2_normal_left2_7/ReadVariableOp_1"; -"3250 NASNet/separable_conv_2_normal_left2_7/ReadVariableOp_1" -> "3251 NASNet/separable_conv_2_normal_left2_7/mul_1"; -"3251 NASNet/separable_conv_2_normal_left2_7/mul_1" -> "3255 NASNet/separable_conv_2_normal_left2_7/separable_conv2d"; -"3254 NASNet/separable_conv_2_normal_left2_7/separable_conv2d/depthwise" -> "3255 NASNet/separable_conv_2_normal_left2_7/separable_conv2d"; -"3255 NASNet/separable_conv_2_normal_left2_7/separable_conv2d" -> "3312 NASNet/separable_conv_2_bn_normal_left2_7/FusedBatchNormV3"; -"3256 NASNet/separable_conv_2_normal_right1_7/Sigmoid/ReadVariableOp/resource" -> "3257 NASNet/separable_conv_2_normal_right1_7/Sigmoid/ReadVariableOp"; -"3257 NASNet/separable_conv_2_normal_right1_7/Sigmoid/ReadVariableOp" -> "3258 NASNet/separable_conv_2_normal_right1_7/Sigmoid"; -"3258 NASNet/separable_conv_2_normal_right1_7/Sigmoid" -> "3259 NASNet/separable_conv_2_normal_right1_7/Round"; -"3259 NASNet/separable_conv_2_normal_right1_7/Round" -> "3262 NASNet/separable_conv_2_normal_right1_7/mul"; -"3260 NASNet/separable_conv_2_normal_right1_7/ReadVariableOp/resource" -> "3261 NASNet/separable_conv_2_normal_right1_7/ReadVariableOp"; -"3261 NASNet/separable_conv_2_normal_right1_7/ReadVariableOp" -> "3262 NASNet/separable_conv_2_normal_right1_7/mul"; -"3262 NASNet/separable_conv_2_normal_right1_7/mul" -> "3272 NASNet/separable_conv_2_normal_right1_7/separable_conv2d/depthwise"; -"3263 NASNet/separable_conv_2_normal_right1_7/Sigmoid_1/ReadVariableOp/resource" -> "3264 NASNet/separable_conv_2_normal_right1_7/Sigmoid_1/ReadVariableOp"; -"3264 NASNet/separable_conv_2_normal_right1_7/Sigmoid_1/ReadVariableOp" -> "3265 NASNet/separable_conv_2_normal_right1_7/Sigmoid_1"; -"3265 NASNet/separable_conv_2_normal_right1_7/Sigmoid_1" -> "3266 NASNet/separable_conv_2_normal_right1_7/Round_1"; -"3266 NASNet/separable_conv_2_normal_right1_7/Round_1" -> "3269 NASNet/separable_conv_2_normal_right1_7/mul_1"; -"3267 NASNet/separable_conv_2_normal_right1_7/ReadVariableOp_1/resource" -> "3268 NASNet/separable_conv_2_normal_right1_7/ReadVariableOp_1"; -"3268 NASNet/separable_conv_2_normal_right1_7/ReadVariableOp_1" -> "3269 NASNet/separable_conv_2_normal_right1_7/mul_1"; -"3269 NASNet/separable_conv_2_normal_right1_7/mul_1" -> "3273 NASNet/separable_conv_2_normal_right1_7/separable_conv2d"; -"3272 NASNet/separable_conv_2_normal_right1_7/separable_conv2d/depthwise" -> "3273 NASNet/separable_conv_2_normal_right1_7/separable_conv2d"; -"3273 NASNet/separable_conv_2_normal_right1_7/separable_conv2d" -> "3339 NASNet/separable_conv_2_bn_normal_right1_7/FusedBatchNormV3"; -"3274 NASNet/separable_conv_2_normal_left1_7/Sigmoid/ReadVariableOp/resource" -> "3275 NASNet/separable_conv_2_normal_left1_7/Sigmoid/ReadVariableOp"; -"3275 NASNet/separable_conv_2_normal_left1_7/Sigmoid/ReadVariableOp" -> "3276 NASNet/separable_conv_2_normal_left1_7/Sigmoid"; -"3276 NASNet/separable_conv_2_normal_left1_7/Sigmoid" -> "3277 NASNet/separable_conv_2_normal_left1_7/Round"; -"3277 NASNet/separable_conv_2_normal_left1_7/Round" -> "3280 NASNet/separable_conv_2_normal_left1_7/mul"; -"3278 NASNet/separable_conv_2_normal_left1_7/ReadVariableOp/resource" -> "3279 NASNet/separable_conv_2_normal_left1_7/ReadVariableOp"; -"3279 NASNet/separable_conv_2_normal_left1_7/ReadVariableOp" -> "3280 NASNet/separable_conv_2_normal_left1_7/mul"; -"3280 NASNet/separable_conv_2_normal_left1_7/mul" -> "3290 NASNet/separable_conv_2_normal_left1_7/separable_conv2d/depthwise"; -"3281 NASNet/separable_conv_2_normal_left1_7/Sigmoid_1/ReadVariableOp/resource" -> "3282 NASNet/separable_conv_2_normal_left1_7/Sigmoid_1/ReadVariableOp"; -"3282 NASNet/separable_conv_2_normal_left1_7/Sigmoid_1/ReadVariableOp" -> "3283 NASNet/separable_conv_2_normal_left1_7/Sigmoid_1"; -"3283 NASNet/separable_conv_2_normal_left1_7/Sigmoid_1" -> "3284 NASNet/separable_conv_2_normal_left1_7/Round_1"; -"3284 NASNet/separable_conv_2_normal_left1_7/Round_1" -> "3287 NASNet/separable_conv_2_normal_left1_7/mul_1"; -"3285 NASNet/separable_conv_2_normal_left1_7/ReadVariableOp_1/resource" -> "3286 NASNet/separable_conv_2_normal_left1_7/ReadVariableOp_1"; -"3286 NASNet/separable_conv_2_normal_left1_7/ReadVariableOp_1" -> "3287 NASNet/separable_conv_2_normal_left1_7/mul_1"; -"3287 NASNet/separable_conv_2_normal_left1_7/mul_1" -> "3291 NASNet/separable_conv_2_normal_left1_7/separable_conv2d"; -"3290 NASNet/separable_conv_2_normal_left1_7/separable_conv2d/depthwise" -> "3291 NASNet/separable_conv_2_normal_left1_7/separable_conv2d"; -"3291 NASNet/separable_conv_2_normal_left1_7/separable_conv2d" -> "3330 NASNet/separable_conv_2_bn_normal_left1_7/FusedBatchNormV3"; -"3292 NASNet/separable_conv_2_bn_normal_left5_7/ReadVariableOp/resource" -> "3293 NASNet/separable_conv_2_bn_normal_left5_7/ReadVariableOp"; -"3293 NASNet/separable_conv_2_bn_normal_left5_7/ReadVariableOp" -> "3300 NASNet/separable_conv_2_bn_normal_left5_7/FusedBatchNormV3"; -"3294 NASNet/separable_conv_2_bn_normal_left5_7/ReadVariableOp_1/resource" -> "3295 NASNet/separable_conv_2_bn_normal_left5_7/ReadVariableOp_1"; -"3295 NASNet/separable_conv_2_bn_normal_left5_7/ReadVariableOp_1" -> "3300 NASNet/separable_conv_2_bn_normal_left5_7/FusedBatchNormV3"; -"3296 NASNet/separable_conv_2_bn_normal_left5_7/FusedBatchNormV3/ReadVariableOp/resource" -> "3297 NASNet/separable_conv_2_bn_normal_left5_7/FusedBatchNormV3/ReadVariableOp"; -"3297 NASNet/separable_conv_2_bn_normal_left5_7/FusedBatchNormV3/ReadVariableOp" -> "3300 NASNet/separable_conv_2_bn_normal_left5_7/FusedBatchNormV3"; -"3298 NASNet/separable_conv_2_bn_normal_left5_7/FusedBatchNormV3/ReadVariableOp_1/resource" -> "3299 NASNet/separable_conv_2_bn_normal_left5_7/FusedBatchNormV3/ReadVariableOp_1"; -"3299 NASNet/separable_conv_2_bn_normal_left5_7/FusedBatchNormV3/ReadVariableOp_1" -> "3300 NASNet/separable_conv_2_bn_normal_left5_7/FusedBatchNormV3"; -"3300 NASNet/separable_conv_2_bn_normal_left5_7/FusedBatchNormV3" -> "3344 NASNet/normal_add_5_7/add"; -"3301 NASNet/normal_left4_7/AvgPool" -> "3343 NASNet/normal_add_4_7/add"; -"3302 NASNet/normal_right4_7/AvgPool" -> "3343 NASNet/normal_add_4_7/add"; -"3303 NASNet/normal_left3_7/AvgPool" -> "3342 NASNet/normal_add_3_7/add"; -"3304 NASNet/separable_conv_2_bn_normal_left2_7/ReadVariableOp/resource" -> "3305 NASNet/separable_conv_2_bn_normal_left2_7/ReadVariableOp"; -"3305 NASNet/separable_conv_2_bn_normal_left2_7/ReadVariableOp" -> "3312 NASNet/separable_conv_2_bn_normal_left2_7/FusedBatchNormV3"; -"3306 NASNet/separable_conv_2_bn_normal_left2_7/ReadVariableOp_1/resource" -> "3307 NASNet/separable_conv_2_bn_normal_left2_7/ReadVariableOp_1"; -"3307 NASNet/separable_conv_2_bn_normal_left2_7/ReadVariableOp_1" -> "3312 NASNet/separable_conv_2_bn_normal_left2_7/FusedBatchNormV3"; -"3308 NASNet/separable_conv_2_bn_normal_left2_7/FusedBatchNormV3/ReadVariableOp/resource" -> "3309 NASNet/separable_conv_2_bn_normal_left2_7/FusedBatchNormV3/ReadVariableOp"; -"3309 NASNet/separable_conv_2_bn_normal_left2_7/FusedBatchNormV3/ReadVariableOp" -> "3312 NASNet/separable_conv_2_bn_normal_left2_7/FusedBatchNormV3"; -"3310 NASNet/separable_conv_2_bn_normal_left2_7/FusedBatchNormV3/ReadVariableOp_1/resource" -> "3311 NASNet/separable_conv_2_bn_normal_left2_7/FusedBatchNormV3/ReadVariableOp_1"; -"3311 NASNet/separable_conv_2_bn_normal_left2_7/FusedBatchNormV3/ReadVariableOp_1" -> "3312 NASNet/separable_conv_2_bn_normal_left2_7/FusedBatchNormV3"; -"3312 NASNet/separable_conv_2_bn_normal_left2_7/FusedBatchNormV3" -> "3341 NASNet/normal_add_2_7/add"; -"3313 NASNet/separable_conv_2_bn_normal_right2_7/ReadVariableOp/resource" -> "3314 NASNet/separable_conv_2_bn_normal_right2_7/ReadVariableOp"; -"3314 NASNet/separable_conv_2_bn_normal_right2_7/ReadVariableOp" -> "3321 NASNet/separable_conv_2_bn_normal_right2_7/FusedBatchNormV3"; -"3315 NASNet/separable_conv_2_bn_normal_right2_7/ReadVariableOp_1/resource" -> "3316 NASNet/separable_conv_2_bn_normal_right2_7/ReadVariableOp_1"; -"3316 NASNet/separable_conv_2_bn_normal_right2_7/ReadVariableOp_1" -> "3321 NASNet/separable_conv_2_bn_normal_right2_7/FusedBatchNormV3"; -"3317 NASNet/separable_conv_2_bn_normal_right2_7/FusedBatchNormV3/ReadVariableOp/resource" -> "3318 NASNet/separable_conv_2_bn_normal_right2_7/FusedBatchNormV3/ReadVariableOp"; -"3318 NASNet/separable_conv_2_bn_normal_right2_7/FusedBatchNormV3/ReadVariableOp" -> "3321 NASNet/separable_conv_2_bn_normal_right2_7/FusedBatchNormV3"; -"3319 NASNet/separable_conv_2_bn_normal_right2_7/FusedBatchNormV3/ReadVariableOp_1/resource" -> "3320 NASNet/separable_conv_2_bn_normal_right2_7/FusedBatchNormV3/ReadVariableOp_1"; -"3320 NASNet/separable_conv_2_bn_normal_right2_7/FusedBatchNormV3/ReadVariableOp_1" -> "3321 NASNet/separable_conv_2_bn_normal_right2_7/FusedBatchNormV3"; -"3321 NASNet/separable_conv_2_bn_normal_right2_7/FusedBatchNormV3" -> "3341 NASNet/normal_add_2_7/add"; -"3322 NASNet/separable_conv_2_bn_normal_left1_7/ReadVariableOp/resource" -> "3323 NASNet/separable_conv_2_bn_normal_left1_7/ReadVariableOp"; -"3323 NASNet/separable_conv_2_bn_normal_left1_7/ReadVariableOp" -> "3330 NASNet/separable_conv_2_bn_normal_left1_7/FusedBatchNormV3"; -"3324 NASNet/separable_conv_2_bn_normal_left1_7/ReadVariableOp_1/resource" -> "3325 NASNet/separable_conv_2_bn_normal_left1_7/ReadVariableOp_1"; -"3325 NASNet/separable_conv_2_bn_normal_left1_7/ReadVariableOp_1" -> "3330 NASNet/separable_conv_2_bn_normal_left1_7/FusedBatchNormV3"; -"3326 NASNet/separable_conv_2_bn_normal_left1_7/FusedBatchNormV3/ReadVariableOp/resource" -> "3327 NASNet/separable_conv_2_bn_normal_left1_7/FusedBatchNormV3/ReadVariableOp"; -"3327 NASNet/separable_conv_2_bn_normal_left1_7/FusedBatchNormV3/ReadVariableOp" -> "3330 NASNet/separable_conv_2_bn_normal_left1_7/FusedBatchNormV3"; -"3328 NASNet/separable_conv_2_bn_normal_left1_7/FusedBatchNormV3/ReadVariableOp_1/resource" -> "3329 NASNet/separable_conv_2_bn_normal_left1_7/FusedBatchNormV3/ReadVariableOp_1"; -"3329 NASNet/separable_conv_2_bn_normal_left1_7/FusedBatchNormV3/ReadVariableOp_1" -> "3330 NASNet/separable_conv_2_bn_normal_left1_7/FusedBatchNormV3"; -"3330 NASNet/separable_conv_2_bn_normal_left1_7/FusedBatchNormV3" -> "3340 NASNet/normal_add_1_7/add"; -"3331 NASNet/separable_conv_2_bn_normal_right1_7/ReadVariableOp/resource" -> "3332 NASNet/separable_conv_2_bn_normal_right1_7/ReadVariableOp"; -"3332 NASNet/separable_conv_2_bn_normal_right1_7/ReadVariableOp" -> "3339 NASNet/separable_conv_2_bn_normal_right1_7/FusedBatchNormV3"; -"3333 NASNet/separable_conv_2_bn_normal_right1_7/ReadVariableOp_1/resource" -> "3334 NASNet/separable_conv_2_bn_normal_right1_7/ReadVariableOp_1"; -"3334 NASNet/separable_conv_2_bn_normal_right1_7/ReadVariableOp_1" -> "3339 NASNet/separable_conv_2_bn_normal_right1_7/FusedBatchNormV3"; -"3335 NASNet/separable_conv_2_bn_normal_right1_7/FusedBatchNormV3/ReadVariableOp/resource" -> "3336 NASNet/separable_conv_2_bn_normal_right1_7/FusedBatchNormV3/ReadVariableOp"; -"3336 NASNet/separable_conv_2_bn_normal_right1_7/FusedBatchNormV3/ReadVariableOp" -> "3339 NASNet/separable_conv_2_bn_normal_right1_7/FusedBatchNormV3"; -"3337 NASNet/separable_conv_2_bn_normal_right1_7/FusedBatchNormV3/ReadVariableOp_1/resource" -> "3338 NASNet/separable_conv_2_bn_normal_right1_7/FusedBatchNormV3/ReadVariableOp_1"; -"3338 NASNet/separable_conv_2_bn_normal_right1_7/FusedBatchNormV3/ReadVariableOp_1" -> "3339 NASNet/separable_conv_2_bn_normal_right1_7/FusedBatchNormV3"; -"3339 NASNet/separable_conv_2_bn_normal_right1_7/FusedBatchNormV3" -> "3340 NASNet/normal_add_1_7/add"; -"3340 NASNet/normal_add_1_7/add" -> "3346 NASNet/normal_concat_7/concat"; -"3341 NASNet/normal_add_2_7/add" -> "3346 NASNet/normal_concat_7/concat"; -"3342 NASNet/normal_add_3_7/add" -> "3346 NASNet/normal_concat_7/concat"; -"3343 NASNet/normal_add_4_7/add" -> "3346 NASNet/normal_concat_7/concat"; -"3344 NASNet/normal_add_5_7/add" -> "3346 NASNet/normal_concat_7/concat"; -"3345 NASNet/normal_concat_7/concat/axis" -> "3346 NASNet/normal_concat_7/concat"; -"3346 NASNet/normal_concat_7/concat" -> "3347 NASNet/activation_117/Relu"; -"3346 NASNet/normal_concat_7/concat" -> "3673 NASNet/activation_128/Relu"; -"3347 NASNet/activation_117/Relu" -> "3356 NASNet/normal_conv_1_8/Conv2D"; -"3348 NASNet/activation_116/Relu" -> "3364 NASNet/adjust_conv_projection_8/Conv2D"; -"3349 NASNet/normal_conv_1_8/Sigmoid/ReadVariableOp/resource" -> "3350 NASNet/normal_conv_1_8/Sigmoid/ReadVariableOp"; -"3350 NASNet/normal_conv_1_8/Sigmoid/ReadVariableOp" -> "3351 NASNet/normal_conv_1_8/Sigmoid"; -"3351 NASNet/normal_conv_1_8/Sigmoid" -> "3352 NASNet/normal_conv_1_8/Round"; -"3352 NASNet/normal_conv_1_8/Round" -> "3355 NASNet/normal_conv_1_8/mul"; -"3353 NASNet/normal_conv_1_8/ReadVariableOp/resource" -> "3354 NASNet/normal_conv_1_8/ReadVariableOp"; -"3354 NASNet/normal_conv_1_8/ReadVariableOp" -> "3355 NASNet/normal_conv_1_8/mul"; -"3355 NASNet/normal_conv_1_8/mul" -> "3356 NASNet/normal_conv_1_8/Conv2D"; -"3356 NASNet/normal_conv_1_8/Conv2D" -> "3382 NASNet/normal_bn_1_8/FusedBatchNormV3"; -"3357 NASNet/adjust_conv_projection_8/Sigmoid/ReadVariableOp/resource" -> "3358 NASNet/adjust_conv_projection_8/Sigmoid/ReadVariableOp"; -"3358 NASNet/adjust_conv_projection_8/Sigmoid/ReadVariableOp" -> "3359 NASNet/adjust_conv_projection_8/Sigmoid"; -"3359 NASNet/adjust_conv_projection_8/Sigmoid" -> "3360 NASNet/adjust_conv_projection_8/Round"; -"3360 NASNet/adjust_conv_projection_8/Round" -> "3363 NASNet/adjust_conv_projection_8/mul"; -"3361 NASNet/adjust_conv_projection_8/ReadVariableOp/resource" -> "3362 NASNet/adjust_conv_projection_8/ReadVariableOp"; -"3362 NASNet/adjust_conv_projection_8/ReadVariableOp" -> "3363 NASNet/adjust_conv_projection_8/mul"; -"3363 NASNet/adjust_conv_projection_8/mul" -> "3364 NASNet/adjust_conv_projection_8/Conv2D"; -"3364 NASNet/adjust_conv_projection_8/Conv2D" -> "3373 NASNet/adjust_bn_8/FusedBatchNormV3"; -"3365 NASNet/adjust_bn_8/ReadVariableOp/resource" -> "3366 NASNet/adjust_bn_8/ReadVariableOp"; -"3366 NASNet/adjust_bn_8/ReadVariableOp" -> "3373 NASNet/adjust_bn_8/FusedBatchNormV3"; -"3367 NASNet/adjust_bn_8/ReadVariableOp_1/resource" -> "3368 NASNet/adjust_bn_8/ReadVariableOp_1"; -"3368 NASNet/adjust_bn_8/ReadVariableOp_1" -> "3373 NASNet/adjust_bn_8/FusedBatchNormV3"; -"3369 NASNet/adjust_bn_8/FusedBatchNormV3/ReadVariableOp/resource" -> "3370 NASNet/adjust_bn_8/FusedBatchNormV3/ReadVariableOp"; -"3370 NASNet/adjust_bn_8/FusedBatchNormV3/ReadVariableOp" -> "3373 NASNet/adjust_bn_8/FusedBatchNormV3"; -"3371 NASNet/adjust_bn_8/FusedBatchNormV3/ReadVariableOp_1/resource" -> "3372 NASNet/adjust_bn_8/FusedBatchNormV3/ReadVariableOp_1"; -"3372 NASNet/adjust_bn_8/FusedBatchNormV3/ReadVariableOp_1" -> "3373 NASNet/adjust_bn_8/FusedBatchNormV3"; -"3373 NASNet/adjust_bn_8/FusedBatchNormV3" -> "3384 NASNet/activation_124/Relu"; -"3373 NASNet/adjust_bn_8/FusedBatchNormV3" -> "3385 NASNet/activation_122/Relu"; -"3373 NASNet/adjust_bn_8/FusedBatchNormV3" -> "3386 NASNet/activation_120/Relu"; -"3373 NASNet/adjust_bn_8/FusedBatchNormV3" -> "3627 NASNet/normal_left4_8/AvgPool"; -"3373 NASNet/adjust_bn_8/FusedBatchNormV3" -> "3628 NASNet/normal_right4_8/AvgPool"; -"3373 NASNet/adjust_bn_8/FusedBatchNormV3" -> "3668 NASNet/normal_add_3_8/add"; -"3373 NASNet/adjust_bn_8/FusedBatchNormV3" -> "3672 NASNet/normal_concat_8/concat"; -"3374 NASNet/normal_bn_1_8/ReadVariableOp/resource" -> "3375 NASNet/normal_bn_1_8/ReadVariableOp"; -"3375 NASNet/normal_bn_1_8/ReadVariableOp" -> "3382 NASNet/normal_bn_1_8/FusedBatchNormV3"; -"3376 NASNet/normal_bn_1_8/ReadVariableOp_1/resource" -> "3377 NASNet/normal_bn_1_8/ReadVariableOp_1"; -"3377 NASNet/normal_bn_1_8/ReadVariableOp_1" -> "3382 NASNet/normal_bn_1_8/FusedBatchNormV3"; -"3378 NASNet/normal_bn_1_8/FusedBatchNormV3/ReadVariableOp/resource" -> "3379 NASNet/normal_bn_1_8/FusedBatchNormV3/ReadVariableOp"; -"3379 NASNet/normal_bn_1_8/FusedBatchNormV3/ReadVariableOp" -> "3382 NASNet/normal_bn_1_8/FusedBatchNormV3"; -"3380 NASNet/normal_bn_1_8/FusedBatchNormV3/ReadVariableOp_1/resource" -> "3381 NASNet/normal_bn_1_8/FusedBatchNormV3/ReadVariableOp_1"; -"3381 NASNet/normal_bn_1_8/FusedBatchNormV3/ReadVariableOp_1" -> "3382 NASNet/normal_bn_1_8/FusedBatchNormV3"; -"3382 NASNet/normal_bn_1_8/FusedBatchNormV3" -> "3383 NASNet/activation_126/Relu"; -"3382 NASNet/normal_bn_1_8/FusedBatchNormV3" -> "3387 NASNet/activation_118/Relu"; -"3382 NASNet/normal_bn_1_8/FusedBatchNormV3" -> "3629 NASNet/normal_left3_8/AvgPool"; -"3382 NASNet/normal_bn_1_8/FusedBatchNormV3" -> "3670 NASNet/normal_add_5_8/add"; -"3383 NASNet/activation_126/Relu" -> "3404 NASNet/separable_conv_1_normal_left5_8/separable_conv2d/depthwise"; -"3384 NASNet/activation_124/Relu" -> "3422 NASNet/separable_conv_1_normal_right2_8/separable_conv2d/depthwise"; -"3385 NASNet/activation_122/Relu" -> "3440 NASNet/separable_conv_1_normal_left2_8/separable_conv2d/depthwise"; -"3386 NASNet/activation_120/Relu" -> "3458 NASNet/separable_conv_1_normal_right1_8/separable_conv2d/depthwise"; -"3387 NASNet/activation_118/Relu" -> "3476 NASNet/separable_conv_1_normal_left1_8/separable_conv2d/depthwise"; -"3388 NASNet/separable_conv_1_normal_left5_8/Sigmoid/ReadVariableOp/resource" -> "3389 NASNet/separable_conv_1_normal_left5_8/Sigmoid/ReadVariableOp"; -"3389 NASNet/separable_conv_1_normal_left5_8/Sigmoid/ReadVariableOp" -> "3390 NASNet/separable_conv_1_normal_left5_8/Sigmoid"; -"3390 NASNet/separable_conv_1_normal_left5_8/Sigmoid" -> "3391 NASNet/separable_conv_1_normal_left5_8/Round"; -"3391 NASNet/separable_conv_1_normal_left5_8/Round" -> "3394 NASNet/separable_conv_1_normal_left5_8/mul"; -"3392 NASNet/separable_conv_1_normal_left5_8/ReadVariableOp/resource" -> "3393 NASNet/separable_conv_1_normal_left5_8/ReadVariableOp"; -"3393 NASNet/separable_conv_1_normal_left5_8/ReadVariableOp" -> "3394 NASNet/separable_conv_1_normal_left5_8/mul"; -"3394 NASNet/separable_conv_1_normal_left5_8/mul" -> "3404 NASNet/separable_conv_1_normal_left5_8/separable_conv2d/depthwise"; -"3395 NASNet/separable_conv_1_normal_left5_8/Sigmoid_1/ReadVariableOp/resource" -> "3396 NASNet/separable_conv_1_normal_left5_8/Sigmoid_1/ReadVariableOp"; -"3396 NASNet/separable_conv_1_normal_left5_8/Sigmoid_1/ReadVariableOp" -> "3397 NASNet/separable_conv_1_normal_left5_8/Sigmoid_1"; -"3397 NASNet/separable_conv_1_normal_left5_8/Sigmoid_1" -> "3398 NASNet/separable_conv_1_normal_left5_8/Round_1"; -"3398 NASNet/separable_conv_1_normal_left5_8/Round_1" -> "3401 NASNet/separable_conv_1_normal_left5_8/mul_1"; -"3399 NASNet/separable_conv_1_normal_left5_8/ReadVariableOp_1/resource" -> "3400 NASNet/separable_conv_1_normal_left5_8/ReadVariableOp_1"; -"3400 NASNet/separable_conv_1_normal_left5_8/ReadVariableOp_1" -> "3401 NASNet/separable_conv_1_normal_left5_8/mul_1"; -"3401 NASNet/separable_conv_1_normal_left5_8/mul_1" -> "3405 NASNet/separable_conv_1_normal_left5_8/separable_conv2d"; -"3404 NASNet/separable_conv_1_normal_left5_8/separable_conv2d/depthwise" -> "3405 NASNet/separable_conv_1_normal_left5_8/separable_conv2d"; -"3405 NASNet/separable_conv_1_normal_left5_8/separable_conv2d" -> "3486 NASNet/separable_conv_1_bn_normal_left5_8/FusedBatchNormV3"; -"3406 NASNet/separable_conv_1_normal_right2_8/Sigmoid/ReadVariableOp/resource" -> "3407 NASNet/separable_conv_1_normal_right2_8/Sigmoid/ReadVariableOp"; -"3407 NASNet/separable_conv_1_normal_right2_8/Sigmoid/ReadVariableOp" -> "3408 NASNet/separable_conv_1_normal_right2_8/Sigmoid"; -"3408 NASNet/separable_conv_1_normal_right2_8/Sigmoid" -> "3409 NASNet/separable_conv_1_normal_right2_8/Round"; -"3409 NASNet/separable_conv_1_normal_right2_8/Round" -> "3412 NASNet/separable_conv_1_normal_right2_8/mul"; -"3410 NASNet/separable_conv_1_normal_right2_8/ReadVariableOp/resource" -> "3411 NASNet/separable_conv_1_normal_right2_8/ReadVariableOp"; -"3411 NASNet/separable_conv_1_normal_right2_8/ReadVariableOp" -> "3412 NASNet/separable_conv_1_normal_right2_8/mul"; -"3412 NASNet/separable_conv_1_normal_right2_8/mul" -> "3422 NASNet/separable_conv_1_normal_right2_8/separable_conv2d/depthwise"; -"3413 NASNet/separable_conv_1_normal_right2_8/Sigmoid_1/ReadVariableOp/resource" -> "3414 NASNet/separable_conv_1_normal_right2_8/Sigmoid_1/ReadVariableOp"; -"3414 NASNet/separable_conv_1_normal_right2_8/Sigmoid_1/ReadVariableOp" -> "3415 NASNet/separable_conv_1_normal_right2_8/Sigmoid_1"; -"3415 NASNet/separable_conv_1_normal_right2_8/Sigmoid_1" -> "3416 NASNet/separable_conv_1_normal_right2_8/Round_1"; -"3416 NASNet/separable_conv_1_normal_right2_8/Round_1" -> "3419 NASNet/separable_conv_1_normal_right2_8/mul_1"; -"3417 NASNet/separable_conv_1_normal_right2_8/ReadVariableOp_1/resource" -> "3418 NASNet/separable_conv_1_normal_right2_8/ReadVariableOp_1"; -"3418 NASNet/separable_conv_1_normal_right2_8/ReadVariableOp_1" -> "3419 NASNet/separable_conv_1_normal_right2_8/mul_1"; -"3419 NASNet/separable_conv_1_normal_right2_8/mul_1" -> "3423 NASNet/separable_conv_1_normal_right2_8/separable_conv2d"; -"3422 NASNet/separable_conv_1_normal_right2_8/separable_conv2d/depthwise" -> "3423 NASNet/separable_conv_1_normal_right2_8/separable_conv2d"; -"3423 NASNet/separable_conv_1_normal_right2_8/separable_conv2d" -> "3495 NASNet/separable_conv_1_bn_normal_right2_8/FusedBatchNormV3"; -"3424 NASNet/separable_conv_1_normal_left2_8/Sigmoid/ReadVariableOp/resource" -> "3425 NASNet/separable_conv_1_normal_left2_8/Sigmoid/ReadVariableOp"; -"3425 NASNet/separable_conv_1_normal_left2_8/Sigmoid/ReadVariableOp" -> "3426 NASNet/separable_conv_1_normal_left2_8/Sigmoid"; -"3426 NASNet/separable_conv_1_normal_left2_8/Sigmoid" -> "3427 NASNet/separable_conv_1_normal_left2_8/Round"; -"3427 NASNet/separable_conv_1_normal_left2_8/Round" -> "3430 NASNet/separable_conv_1_normal_left2_8/mul"; -"3428 NASNet/separable_conv_1_normal_left2_8/ReadVariableOp/resource" -> "3429 NASNet/separable_conv_1_normal_left2_8/ReadVariableOp"; -"3429 NASNet/separable_conv_1_normal_left2_8/ReadVariableOp" -> "3430 NASNet/separable_conv_1_normal_left2_8/mul"; -"3430 NASNet/separable_conv_1_normal_left2_8/mul" -> "3440 NASNet/separable_conv_1_normal_left2_8/separable_conv2d/depthwise"; -"3431 NASNet/separable_conv_1_normal_left2_8/Sigmoid_1/ReadVariableOp/resource" -> "3432 NASNet/separable_conv_1_normal_left2_8/Sigmoid_1/ReadVariableOp"; -"3432 NASNet/separable_conv_1_normal_left2_8/Sigmoid_1/ReadVariableOp" -> "3433 NASNet/separable_conv_1_normal_left2_8/Sigmoid_1"; -"3433 NASNet/separable_conv_1_normal_left2_8/Sigmoid_1" -> "3434 NASNet/separable_conv_1_normal_left2_8/Round_1"; -"3434 NASNet/separable_conv_1_normal_left2_8/Round_1" -> "3437 NASNet/separable_conv_1_normal_left2_8/mul_1"; -"3435 NASNet/separable_conv_1_normal_left2_8/ReadVariableOp_1/resource" -> "3436 NASNet/separable_conv_1_normal_left2_8/ReadVariableOp_1"; -"3436 NASNet/separable_conv_1_normal_left2_8/ReadVariableOp_1" -> "3437 NASNet/separable_conv_1_normal_left2_8/mul_1"; -"3437 NASNet/separable_conv_1_normal_left2_8/mul_1" -> "3441 NASNet/separable_conv_1_normal_left2_8/separable_conv2d"; -"3440 NASNet/separable_conv_1_normal_left2_8/separable_conv2d/depthwise" -> "3441 NASNet/separable_conv_1_normal_left2_8/separable_conv2d"; -"3441 NASNet/separable_conv_1_normal_left2_8/separable_conv2d" -> "3504 NASNet/separable_conv_1_bn_normal_left2_8/FusedBatchNormV3"; -"3442 NASNet/separable_conv_1_normal_right1_8/Sigmoid/ReadVariableOp/resource" -> "3443 NASNet/separable_conv_1_normal_right1_8/Sigmoid/ReadVariableOp"; -"3443 NASNet/separable_conv_1_normal_right1_8/Sigmoid/ReadVariableOp" -> "3444 NASNet/separable_conv_1_normal_right1_8/Sigmoid"; -"3444 NASNet/separable_conv_1_normal_right1_8/Sigmoid" -> "3445 NASNet/separable_conv_1_normal_right1_8/Round"; -"3445 NASNet/separable_conv_1_normal_right1_8/Round" -> "3448 NASNet/separable_conv_1_normal_right1_8/mul"; -"3446 NASNet/separable_conv_1_normal_right1_8/ReadVariableOp/resource" -> "3447 NASNet/separable_conv_1_normal_right1_8/ReadVariableOp"; -"3447 NASNet/separable_conv_1_normal_right1_8/ReadVariableOp" -> "3448 NASNet/separable_conv_1_normal_right1_8/mul"; -"3448 NASNet/separable_conv_1_normal_right1_8/mul" -> "3458 NASNet/separable_conv_1_normal_right1_8/separable_conv2d/depthwise"; -"3449 NASNet/separable_conv_1_normal_right1_8/Sigmoid_1/ReadVariableOp/resource" -> "3450 NASNet/separable_conv_1_normal_right1_8/Sigmoid_1/ReadVariableOp"; -"3450 NASNet/separable_conv_1_normal_right1_8/Sigmoid_1/ReadVariableOp" -> "3451 NASNet/separable_conv_1_normal_right1_8/Sigmoid_1"; -"3451 NASNet/separable_conv_1_normal_right1_8/Sigmoid_1" -> "3452 NASNet/separable_conv_1_normal_right1_8/Round_1"; -"3452 NASNet/separable_conv_1_normal_right1_8/Round_1" -> "3455 NASNet/separable_conv_1_normal_right1_8/mul_1"; -"3453 NASNet/separable_conv_1_normal_right1_8/ReadVariableOp_1/resource" -> "3454 NASNet/separable_conv_1_normal_right1_8/ReadVariableOp_1"; -"3454 NASNet/separable_conv_1_normal_right1_8/ReadVariableOp_1" -> "3455 NASNet/separable_conv_1_normal_right1_8/mul_1"; -"3455 NASNet/separable_conv_1_normal_right1_8/mul_1" -> "3459 NASNet/separable_conv_1_normal_right1_8/separable_conv2d"; -"3458 NASNet/separable_conv_1_normal_right1_8/separable_conv2d/depthwise" -> "3459 NASNet/separable_conv_1_normal_right1_8/separable_conv2d"; -"3459 NASNet/separable_conv_1_normal_right1_8/separable_conv2d" -> "3513 NASNet/separable_conv_1_bn_normal_right1_8/FusedBatchNormV3"; -"3460 NASNet/separable_conv_1_normal_left1_8/Sigmoid/ReadVariableOp/resource" -> "3461 NASNet/separable_conv_1_normal_left1_8/Sigmoid/ReadVariableOp"; -"3461 NASNet/separable_conv_1_normal_left1_8/Sigmoid/ReadVariableOp" -> "3462 NASNet/separable_conv_1_normal_left1_8/Sigmoid"; -"3462 NASNet/separable_conv_1_normal_left1_8/Sigmoid" -> "3463 NASNet/separable_conv_1_normal_left1_8/Round"; -"3463 NASNet/separable_conv_1_normal_left1_8/Round" -> "3466 NASNet/separable_conv_1_normal_left1_8/mul"; -"3464 NASNet/separable_conv_1_normal_left1_8/ReadVariableOp/resource" -> "3465 NASNet/separable_conv_1_normal_left1_8/ReadVariableOp"; -"3465 NASNet/separable_conv_1_normal_left1_8/ReadVariableOp" -> "3466 NASNet/separable_conv_1_normal_left1_8/mul"; -"3466 NASNet/separable_conv_1_normal_left1_8/mul" -> "3476 NASNet/separable_conv_1_normal_left1_8/separable_conv2d/depthwise"; -"3467 NASNet/separable_conv_1_normal_left1_8/Sigmoid_1/ReadVariableOp/resource" -> "3468 NASNet/separable_conv_1_normal_left1_8/Sigmoid_1/ReadVariableOp"; -"3468 NASNet/separable_conv_1_normal_left1_8/Sigmoid_1/ReadVariableOp" -> "3469 NASNet/separable_conv_1_normal_left1_8/Sigmoid_1"; -"3469 NASNet/separable_conv_1_normal_left1_8/Sigmoid_1" -> "3470 NASNet/separable_conv_1_normal_left1_8/Round_1"; -"3470 NASNet/separable_conv_1_normal_left1_8/Round_1" -> "3473 NASNet/separable_conv_1_normal_left1_8/mul_1"; -"3471 NASNet/separable_conv_1_normal_left1_8/ReadVariableOp_1/resource" -> "3472 NASNet/separable_conv_1_normal_left1_8/ReadVariableOp_1"; -"3472 NASNet/separable_conv_1_normal_left1_8/ReadVariableOp_1" -> "3473 NASNet/separable_conv_1_normal_left1_8/mul_1"; -"3473 NASNet/separable_conv_1_normal_left1_8/mul_1" -> "3477 NASNet/separable_conv_1_normal_left1_8/separable_conv2d"; -"3476 NASNet/separable_conv_1_normal_left1_8/separable_conv2d/depthwise" -> "3477 NASNet/separable_conv_1_normal_left1_8/separable_conv2d"; -"3477 NASNet/separable_conv_1_normal_left1_8/separable_conv2d" -> "3522 NASNet/separable_conv_1_bn_normal_left1_8/FusedBatchNormV3"; -"3478 NASNet/separable_conv_1_bn_normal_left5_8/ReadVariableOp/resource" -> "3479 NASNet/separable_conv_1_bn_normal_left5_8/ReadVariableOp"; -"3479 NASNet/separable_conv_1_bn_normal_left5_8/ReadVariableOp" -> "3486 NASNet/separable_conv_1_bn_normal_left5_8/FusedBatchNormV3"; -"3480 NASNet/separable_conv_1_bn_normal_left5_8/ReadVariableOp_1/resource" -> "3481 NASNet/separable_conv_1_bn_normal_left5_8/ReadVariableOp_1"; -"3481 NASNet/separable_conv_1_bn_normal_left5_8/ReadVariableOp_1" -> "3486 NASNet/separable_conv_1_bn_normal_left5_8/FusedBatchNormV3"; -"3482 NASNet/separable_conv_1_bn_normal_left5_8/FusedBatchNormV3/ReadVariableOp/resource" -> "3483 NASNet/separable_conv_1_bn_normal_left5_8/FusedBatchNormV3/ReadVariableOp"; -"3483 NASNet/separable_conv_1_bn_normal_left5_8/FusedBatchNormV3/ReadVariableOp" -> "3486 NASNet/separable_conv_1_bn_normal_left5_8/FusedBatchNormV3"; -"3484 NASNet/separable_conv_1_bn_normal_left5_8/FusedBatchNormV3/ReadVariableOp_1/resource" -> "3485 NASNet/separable_conv_1_bn_normal_left5_8/FusedBatchNormV3/ReadVariableOp_1"; -"3485 NASNet/separable_conv_1_bn_normal_left5_8/FusedBatchNormV3/ReadVariableOp_1" -> "3486 NASNet/separable_conv_1_bn_normal_left5_8/FusedBatchNormV3"; -"3486 NASNet/separable_conv_1_bn_normal_left5_8/FusedBatchNormV3" -> "3523 NASNet/activation_127/Relu"; -"3487 NASNet/separable_conv_1_bn_normal_right2_8/ReadVariableOp/resource" -> "3488 NASNet/separable_conv_1_bn_normal_right2_8/ReadVariableOp"; -"3488 NASNet/separable_conv_1_bn_normal_right2_8/ReadVariableOp" -> "3495 NASNet/separable_conv_1_bn_normal_right2_8/FusedBatchNormV3"; -"3489 NASNet/separable_conv_1_bn_normal_right2_8/ReadVariableOp_1/resource" -> "3490 NASNet/separable_conv_1_bn_normal_right2_8/ReadVariableOp_1"; -"3490 NASNet/separable_conv_1_bn_normal_right2_8/ReadVariableOp_1" -> "3495 NASNet/separable_conv_1_bn_normal_right2_8/FusedBatchNormV3"; -"3491 NASNet/separable_conv_1_bn_normal_right2_8/FusedBatchNormV3/ReadVariableOp/resource" -> "3492 NASNet/separable_conv_1_bn_normal_right2_8/FusedBatchNormV3/ReadVariableOp"; -"3492 NASNet/separable_conv_1_bn_normal_right2_8/FusedBatchNormV3/ReadVariableOp" -> "3495 NASNet/separable_conv_1_bn_normal_right2_8/FusedBatchNormV3"; -"3493 NASNet/separable_conv_1_bn_normal_right2_8/FusedBatchNormV3/ReadVariableOp_1/resource" -> "3494 NASNet/separable_conv_1_bn_normal_right2_8/FusedBatchNormV3/ReadVariableOp_1"; -"3494 NASNet/separable_conv_1_bn_normal_right2_8/FusedBatchNormV3/ReadVariableOp_1" -> "3495 NASNet/separable_conv_1_bn_normal_right2_8/FusedBatchNormV3"; -"3495 NASNet/separable_conv_1_bn_normal_right2_8/FusedBatchNormV3" -> "3524 NASNet/activation_125/Relu"; -"3496 NASNet/separable_conv_1_bn_normal_left2_8/ReadVariableOp/resource" -> "3497 NASNet/separable_conv_1_bn_normal_left2_8/ReadVariableOp"; -"3497 NASNet/separable_conv_1_bn_normal_left2_8/ReadVariableOp" -> "3504 NASNet/separable_conv_1_bn_normal_left2_8/FusedBatchNormV3"; -"3498 NASNet/separable_conv_1_bn_normal_left2_8/ReadVariableOp_1/resource" -> "3499 NASNet/separable_conv_1_bn_normal_left2_8/ReadVariableOp_1"; -"3499 NASNet/separable_conv_1_bn_normal_left2_8/ReadVariableOp_1" -> "3504 NASNet/separable_conv_1_bn_normal_left2_8/FusedBatchNormV3"; -"3500 NASNet/separable_conv_1_bn_normal_left2_8/FusedBatchNormV3/ReadVariableOp/resource" -> "3501 NASNet/separable_conv_1_bn_normal_left2_8/FusedBatchNormV3/ReadVariableOp"; -"3501 NASNet/separable_conv_1_bn_normal_left2_8/FusedBatchNormV3/ReadVariableOp" -> "3504 NASNet/separable_conv_1_bn_normal_left2_8/FusedBatchNormV3"; -"3502 NASNet/separable_conv_1_bn_normal_left2_8/FusedBatchNormV3/ReadVariableOp_1/resource" -> "3503 NASNet/separable_conv_1_bn_normal_left2_8/FusedBatchNormV3/ReadVariableOp_1"; -"3503 NASNet/separable_conv_1_bn_normal_left2_8/FusedBatchNormV3/ReadVariableOp_1" -> "3504 NASNet/separable_conv_1_bn_normal_left2_8/FusedBatchNormV3"; -"3504 NASNet/separable_conv_1_bn_normal_left2_8/FusedBatchNormV3" -> "3525 NASNet/activation_123/Relu"; -"3505 NASNet/separable_conv_1_bn_normal_right1_8/ReadVariableOp/resource" -> "3506 NASNet/separable_conv_1_bn_normal_right1_8/ReadVariableOp"; -"3506 NASNet/separable_conv_1_bn_normal_right1_8/ReadVariableOp" -> "3513 NASNet/separable_conv_1_bn_normal_right1_8/FusedBatchNormV3"; -"3507 NASNet/separable_conv_1_bn_normal_right1_8/ReadVariableOp_1/resource" -> "3508 NASNet/separable_conv_1_bn_normal_right1_8/ReadVariableOp_1"; -"3508 NASNet/separable_conv_1_bn_normal_right1_8/ReadVariableOp_1" -> "3513 NASNet/separable_conv_1_bn_normal_right1_8/FusedBatchNormV3"; -"3509 NASNet/separable_conv_1_bn_normal_right1_8/FusedBatchNormV3/ReadVariableOp/resource" -> "3510 NASNet/separable_conv_1_bn_normal_right1_8/FusedBatchNormV3/ReadVariableOp"; -"3510 NASNet/separable_conv_1_bn_normal_right1_8/FusedBatchNormV3/ReadVariableOp" -> "3513 NASNet/separable_conv_1_bn_normal_right1_8/FusedBatchNormV3"; -"3511 NASNet/separable_conv_1_bn_normal_right1_8/FusedBatchNormV3/ReadVariableOp_1/resource" -> "3512 NASNet/separable_conv_1_bn_normal_right1_8/FusedBatchNormV3/ReadVariableOp_1"; -"3512 NASNet/separable_conv_1_bn_normal_right1_8/FusedBatchNormV3/ReadVariableOp_1" -> "3513 NASNet/separable_conv_1_bn_normal_right1_8/FusedBatchNormV3"; -"3513 NASNet/separable_conv_1_bn_normal_right1_8/FusedBatchNormV3" -> "3526 NASNet/activation_121/Relu"; -"3514 NASNet/separable_conv_1_bn_normal_left1_8/ReadVariableOp/resource" -> "3515 NASNet/separable_conv_1_bn_normal_left1_8/ReadVariableOp"; -"3515 NASNet/separable_conv_1_bn_normal_left1_8/ReadVariableOp" -> "3522 NASNet/separable_conv_1_bn_normal_left1_8/FusedBatchNormV3"; -"3516 NASNet/separable_conv_1_bn_normal_left1_8/ReadVariableOp_1/resource" -> "3517 NASNet/separable_conv_1_bn_normal_left1_8/ReadVariableOp_1"; -"3517 NASNet/separable_conv_1_bn_normal_left1_8/ReadVariableOp_1" -> "3522 NASNet/separable_conv_1_bn_normal_left1_8/FusedBatchNormV3"; -"3518 NASNet/separable_conv_1_bn_normal_left1_8/FusedBatchNormV3/ReadVariableOp/resource" -> "3519 NASNet/separable_conv_1_bn_normal_left1_8/FusedBatchNormV3/ReadVariableOp"; -"3519 NASNet/separable_conv_1_bn_normal_left1_8/FusedBatchNormV3/ReadVariableOp" -> "3522 NASNet/separable_conv_1_bn_normal_left1_8/FusedBatchNormV3"; -"3520 NASNet/separable_conv_1_bn_normal_left1_8/FusedBatchNormV3/ReadVariableOp_1/resource" -> "3521 NASNet/separable_conv_1_bn_normal_left1_8/FusedBatchNormV3/ReadVariableOp_1"; -"3521 NASNet/separable_conv_1_bn_normal_left1_8/FusedBatchNormV3/ReadVariableOp_1" -> "3522 NASNet/separable_conv_1_bn_normal_left1_8/FusedBatchNormV3"; -"3522 NASNet/separable_conv_1_bn_normal_left1_8/FusedBatchNormV3" -> "3527 NASNet/activation_119/Relu"; -"3523 NASNet/activation_127/Relu" -> "3544 NASNet/separable_conv_2_normal_left5_8/separable_conv2d/depthwise"; -"3524 NASNet/activation_125/Relu" -> "3562 NASNet/separable_conv_2_normal_right2_8/separable_conv2d/depthwise"; -"3525 NASNet/activation_123/Relu" -> "3580 NASNet/separable_conv_2_normal_left2_8/separable_conv2d/depthwise"; -"3526 NASNet/activation_121/Relu" -> "3598 NASNet/separable_conv_2_normal_right1_8/separable_conv2d/depthwise"; -"3527 NASNet/activation_119/Relu" -> "3616 NASNet/separable_conv_2_normal_left1_8/separable_conv2d/depthwise"; -"3528 NASNet/separable_conv_2_normal_left5_8/Sigmoid/ReadVariableOp/resource" -> "3529 NASNet/separable_conv_2_normal_left5_8/Sigmoid/ReadVariableOp"; -"3529 NASNet/separable_conv_2_normal_left5_8/Sigmoid/ReadVariableOp" -> "3530 NASNet/separable_conv_2_normal_left5_8/Sigmoid"; -"3530 NASNet/separable_conv_2_normal_left5_8/Sigmoid" -> "3531 NASNet/separable_conv_2_normal_left5_8/Round"; -"3531 NASNet/separable_conv_2_normal_left5_8/Round" -> "3534 NASNet/separable_conv_2_normal_left5_8/mul"; -"3532 NASNet/separable_conv_2_normal_left5_8/ReadVariableOp/resource" -> "3533 NASNet/separable_conv_2_normal_left5_8/ReadVariableOp"; -"3533 NASNet/separable_conv_2_normal_left5_8/ReadVariableOp" -> "3534 NASNet/separable_conv_2_normal_left5_8/mul"; -"3534 NASNet/separable_conv_2_normal_left5_8/mul" -> "3544 NASNet/separable_conv_2_normal_left5_8/separable_conv2d/depthwise"; -"3535 NASNet/separable_conv_2_normal_left5_8/Sigmoid_1/ReadVariableOp/resource" -> "3536 NASNet/separable_conv_2_normal_left5_8/Sigmoid_1/ReadVariableOp"; -"3536 NASNet/separable_conv_2_normal_left5_8/Sigmoid_1/ReadVariableOp" -> "3537 NASNet/separable_conv_2_normal_left5_8/Sigmoid_1"; -"3537 NASNet/separable_conv_2_normal_left5_8/Sigmoid_1" -> "3538 NASNet/separable_conv_2_normal_left5_8/Round_1"; -"3538 NASNet/separable_conv_2_normal_left5_8/Round_1" -> "3541 NASNet/separable_conv_2_normal_left5_8/mul_1"; -"3539 NASNet/separable_conv_2_normal_left5_8/ReadVariableOp_1/resource" -> "3540 NASNet/separable_conv_2_normal_left5_8/ReadVariableOp_1"; -"3540 NASNet/separable_conv_2_normal_left5_8/ReadVariableOp_1" -> "3541 NASNet/separable_conv_2_normal_left5_8/mul_1"; -"3541 NASNet/separable_conv_2_normal_left5_8/mul_1" -> "3545 NASNet/separable_conv_2_normal_left5_8/separable_conv2d"; -"3544 NASNet/separable_conv_2_normal_left5_8/separable_conv2d/depthwise" -> "3545 NASNet/separable_conv_2_normal_left5_8/separable_conv2d"; -"3545 NASNet/separable_conv_2_normal_left5_8/separable_conv2d" -> "3626 NASNet/separable_conv_2_bn_normal_left5_8/FusedBatchNormV3"; -"3546 NASNet/separable_conv_2_normal_right2_8/Sigmoid/ReadVariableOp/resource" -> "3547 NASNet/separable_conv_2_normal_right2_8/Sigmoid/ReadVariableOp"; -"3547 NASNet/separable_conv_2_normal_right2_8/Sigmoid/ReadVariableOp" -> "3548 NASNet/separable_conv_2_normal_right2_8/Sigmoid"; -"3548 NASNet/separable_conv_2_normal_right2_8/Sigmoid" -> "3549 NASNet/separable_conv_2_normal_right2_8/Round"; -"3549 NASNet/separable_conv_2_normal_right2_8/Round" -> "3552 NASNet/separable_conv_2_normal_right2_8/mul"; -"3550 NASNet/separable_conv_2_normal_right2_8/ReadVariableOp/resource" -> "3551 NASNet/separable_conv_2_normal_right2_8/ReadVariableOp"; -"3551 NASNet/separable_conv_2_normal_right2_8/ReadVariableOp" -> "3552 NASNet/separable_conv_2_normal_right2_8/mul"; -"3552 NASNet/separable_conv_2_normal_right2_8/mul" -> "3562 NASNet/separable_conv_2_normal_right2_8/separable_conv2d/depthwise"; -"3553 NASNet/separable_conv_2_normal_right2_8/Sigmoid_1/ReadVariableOp/resource" -> "3554 NASNet/separable_conv_2_normal_right2_8/Sigmoid_1/ReadVariableOp"; -"3554 NASNet/separable_conv_2_normal_right2_8/Sigmoid_1/ReadVariableOp" -> "3555 NASNet/separable_conv_2_normal_right2_8/Sigmoid_1"; -"3555 NASNet/separable_conv_2_normal_right2_8/Sigmoid_1" -> "3556 NASNet/separable_conv_2_normal_right2_8/Round_1"; -"3556 NASNet/separable_conv_2_normal_right2_8/Round_1" -> "3559 NASNet/separable_conv_2_normal_right2_8/mul_1"; -"3557 NASNet/separable_conv_2_normal_right2_8/ReadVariableOp_1/resource" -> "3558 NASNet/separable_conv_2_normal_right2_8/ReadVariableOp_1"; -"3558 NASNet/separable_conv_2_normal_right2_8/ReadVariableOp_1" -> "3559 NASNet/separable_conv_2_normal_right2_8/mul_1"; -"3559 NASNet/separable_conv_2_normal_right2_8/mul_1" -> "3563 NASNet/separable_conv_2_normal_right2_8/separable_conv2d"; -"3562 NASNet/separable_conv_2_normal_right2_8/separable_conv2d/depthwise" -> "3563 NASNet/separable_conv_2_normal_right2_8/separable_conv2d"; -"3563 NASNet/separable_conv_2_normal_right2_8/separable_conv2d" -> "3647 NASNet/separable_conv_2_bn_normal_right2_8/FusedBatchNormV3"; -"3564 NASNet/separable_conv_2_normal_left2_8/Sigmoid/ReadVariableOp/resource" -> "3565 NASNet/separable_conv_2_normal_left2_8/Sigmoid/ReadVariableOp"; -"3565 NASNet/separable_conv_2_normal_left2_8/Sigmoid/ReadVariableOp" -> "3566 NASNet/separable_conv_2_normal_left2_8/Sigmoid"; -"3566 NASNet/separable_conv_2_normal_left2_8/Sigmoid" -> "3567 NASNet/separable_conv_2_normal_left2_8/Round"; -"3567 NASNet/separable_conv_2_normal_left2_8/Round" -> "3570 NASNet/separable_conv_2_normal_left2_8/mul"; -"3568 NASNet/separable_conv_2_normal_left2_8/ReadVariableOp/resource" -> "3569 NASNet/separable_conv_2_normal_left2_8/ReadVariableOp"; -"3569 NASNet/separable_conv_2_normal_left2_8/ReadVariableOp" -> "3570 NASNet/separable_conv_2_normal_left2_8/mul"; -"3570 NASNet/separable_conv_2_normal_left2_8/mul" -> "3580 NASNet/separable_conv_2_normal_left2_8/separable_conv2d/depthwise"; -"3571 NASNet/separable_conv_2_normal_left2_8/Sigmoid_1/ReadVariableOp/resource" -> "3572 NASNet/separable_conv_2_normal_left2_8/Sigmoid_1/ReadVariableOp"; -"3572 NASNet/separable_conv_2_normal_left2_8/Sigmoid_1/ReadVariableOp" -> "3573 NASNet/separable_conv_2_normal_left2_8/Sigmoid_1"; -"3573 NASNet/separable_conv_2_normal_left2_8/Sigmoid_1" -> "3574 NASNet/separable_conv_2_normal_left2_8/Round_1"; -"3574 NASNet/separable_conv_2_normal_left2_8/Round_1" -> "3577 NASNet/separable_conv_2_normal_left2_8/mul_1"; -"3575 NASNet/separable_conv_2_normal_left2_8/ReadVariableOp_1/resource" -> "3576 NASNet/separable_conv_2_normal_left2_8/ReadVariableOp_1"; -"3576 NASNet/separable_conv_2_normal_left2_8/ReadVariableOp_1" -> "3577 NASNet/separable_conv_2_normal_left2_8/mul_1"; -"3577 NASNet/separable_conv_2_normal_left2_8/mul_1" -> "3581 NASNet/separable_conv_2_normal_left2_8/separable_conv2d"; -"3580 NASNet/separable_conv_2_normal_left2_8/separable_conv2d/depthwise" -> "3581 NASNet/separable_conv_2_normal_left2_8/separable_conv2d"; -"3581 NASNet/separable_conv_2_normal_left2_8/separable_conv2d" -> "3638 NASNet/separable_conv_2_bn_normal_left2_8/FusedBatchNormV3"; -"3582 NASNet/separable_conv_2_normal_right1_8/Sigmoid/ReadVariableOp/resource" -> "3583 NASNet/separable_conv_2_normal_right1_8/Sigmoid/ReadVariableOp"; -"3583 NASNet/separable_conv_2_normal_right1_8/Sigmoid/ReadVariableOp" -> "3584 NASNet/separable_conv_2_normal_right1_8/Sigmoid"; -"3584 NASNet/separable_conv_2_normal_right1_8/Sigmoid" -> "3585 NASNet/separable_conv_2_normal_right1_8/Round"; -"3585 NASNet/separable_conv_2_normal_right1_8/Round" -> "3588 NASNet/separable_conv_2_normal_right1_8/mul"; -"3586 NASNet/separable_conv_2_normal_right1_8/ReadVariableOp/resource" -> "3587 NASNet/separable_conv_2_normal_right1_8/ReadVariableOp"; -"3587 NASNet/separable_conv_2_normal_right1_8/ReadVariableOp" -> "3588 NASNet/separable_conv_2_normal_right1_8/mul"; -"3588 NASNet/separable_conv_2_normal_right1_8/mul" -> "3598 NASNet/separable_conv_2_normal_right1_8/separable_conv2d/depthwise"; -"3589 NASNet/separable_conv_2_normal_right1_8/Sigmoid_1/ReadVariableOp/resource" -> "3590 NASNet/separable_conv_2_normal_right1_8/Sigmoid_1/ReadVariableOp"; -"3590 NASNet/separable_conv_2_normal_right1_8/Sigmoid_1/ReadVariableOp" -> "3591 NASNet/separable_conv_2_normal_right1_8/Sigmoid_1"; -"3591 NASNet/separable_conv_2_normal_right1_8/Sigmoid_1" -> "3592 NASNet/separable_conv_2_normal_right1_8/Round_1"; -"3592 NASNet/separable_conv_2_normal_right1_8/Round_1" -> "3595 NASNet/separable_conv_2_normal_right1_8/mul_1"; -"3593 NASNet/separable_conv_2_normal_right1_8/ReadVariableOp_1/resource" -> "3594 NASNet/separable_conv_2_normal_right1_8/ReadVariableOp_1"; -"3594 NASNet/separable_conv_2_normal_right1_8/ReadVariableOp_1" -> "3595 NASNet/separable_conv_2_normal_right1_8/mul_1"; -"3595 NASNet/separable_conv_2_normal_right1_8/mul_1" -> "3599 NASNet/separable_conv_2_normal_right1_8/separable_conv2d"; -"3598 NASNet/separable_conv_2_normal_right1_8/separable_conv2d/depthwise" -> "3599 NASNet/separable_conv_2_normal_right1_8/separable_conv2d"; -"3599 NASNet/separable_conv_2_normal_right1_8/separable_conv2d" -> "3665 NASNet/separable_conv_2_bn_normal_right1_8/FusedBatchNormV3"; -"3600 NASNet/separable_conv_2_normal_left1_8/Sigmoid/ReadVariableOp/resource" -> "3601 NASNet/separable_conv_2_normal_left1_8/Sigmoid/ReadVariableOp"; -"3601 NASNet/separable_conv_2_normal_left1_8/Sigmoid/ReadVariableOp" -> "3602 NASNet/separable_conv_2_normal_left1_8/Sigmoid"; -"3602 NASNet/separable_conv_2_normal_left1_8/Sigmoid" -> "3603 NASNet/separable_conv_2_normal_left1_8/Round"; -"3603 NASNet/separable_conv_2_normal_left1_8/Round" -> "3606 NASNet/separable_conv_2_normal_left1_8/mul"; -"3604 NASNet/separable_conv_2_normal_left1_8/ReadVariableOp/resource" -> "3605 NASNet/separable_conv_2_normal_left1_8/ReadVariableOp"; -"3605 NASNet/separable_conv_2_normal_left1_8/ReadVariableOp" -> "3606 NASNet/separable_conv_2_normal_left1_8/mul"; -"3606 NASNet/separable_conv_2_normal_left1_8/mul" -> "3616 NASNet/separable_conv_2_normal_left1_8/separable_conv2d/depthwise"; -"3607 NASNet/separable_conv_2_normal_left1_8/Sigmoid_1/ReadVariableOp/resource" -> "3608 NASNet/separable_conv_2_normal_left1_8/Sigmoid_1/ReadVariableOp"; -"3608 NASNet/separable_conv_2_normal_left1_8/Sigmoid_1/ReadVariableOp" -> "3609 NASNet/separable_conv_2_normal_left1_8/Sigmoid_1"; -"3609 NASNet/separable_conv_2_normal_left1_8/Sigmoid_1" -> "3610 NASNet/separable_conv_2_normal_left1_8/Round_1"; -"3610 NASNet/separable_conv_2_normal_left1_8/Round_1" -> "3613 NASNet/separable_conv_2_normal_left1_8/mul_1"; -"3611 NASNet/separable_conv_2_normal_left1_8/ReadVariableOp_1/resource" -> "3612 NASNet/separable_conv_2_normal_left1_8/ReadVariableOp_1"; -"3612 NASNet/separable_conv_2_normal_left1_8/ReadVariableOp_1" -> "3613 NASNet/separable_conv_2_normal_left1_8/mul_1"; -"3613 NASNet/separable_conv_2_normal_left1_8/mul_1" -> "3617 NASNet/separable_conv_2_normal_left1_8/separable_conv2d"; -"3616 NASNet/separable_conv_2_normal_left1_8/separable_conv2d/depthwise" -> "3617 NASNet/separable_conv_2_normal_left1_8/separable_conv2d"; -"3617 NASNet/separable_conv_2_normal_left1_8/separable_conv2d" -> "3656 NASNet/separable_conv_2_bn_normal_left1_8/FusedBatchNormV3"; -"3618 NASNet/separable_conv_2_bn_normal_left5_8/ReadVariableOp/resource" -> "3619 NASNet/separable_conv_2_bn_normal_left5_8/ReadVariableOp"; -"3619 NASNet/separable_conv_2_bn_normal_left5_8/ReadVariableOp" -> "3626 NASNet/separable_conv_2_bn_normal_left5_8/FusedBatchNormV3"; -"3620 NASNet/separable_conv_2_bn_normal_left5_8/ReadVariableOp_1/resource" -> "3621 NASNet/separable_conv_2_bn_normal_left5_8/ReadVariableOp_1"; -"3621 NASNet/separable_conv_2_bn_normal_left5_8/ReadVariableOp_1" -> "3626 NASNet/separable_conv_2_bn_normal_left5_8/FusedBatchNormV3"; -"3622 NASNet/separable_conv_2_bn_normal_left5_8/FusedBatchNormV3/ReadVariableOp/resource" -> "3623 NASNet/separable_conv_2_bn_normal_left5_8/FusedBatchNormV3/ReadVariableOp"; -"3623 NASNet/separable_conv_2_bn_normal_left5_8/FusedBatchNormV3/ReadVariableOp" -> "3626 NASNet/separable_conv_2_bn_normal_left5_8/FusedBatchNormV3"; -"3624 NASNet/separable_conv_2_bn_normal_left5_8/FusedBatchNormV3/ReadVariableOp_1/resource" -> "3625 NASNet/separable_conv_2_bn_normal_left5_8/FusedBatchNormV3/ReadVariableOp_1"; -"3625 NASNet/separable_conv_2_bn_normal_left5_8/FusedBatchNormV3/ReadVariableOp_1" -> "3626 NASNet/separable_conv_2_bn_normal_left5_8/FusedBatchNormV3"; -"3626 NASNet/separable_conv_2_bn_normal_left5_8/FusedBatchNormV3" -> "3670 NASNet/normal_add_5_8/add"; -"3627 NASNet/normal_left4_8/AvgPool" -> "3669 NASNet/normal_add_4_8/add"; -"3628 NASNet/normal_right4_8/AvgPool" -> "3669 NASNet/normal_add_4_8/add"; -"3629 NASNet/normal_left3_8/AvgPool" -> "3668 NASNet/normal_add_3_8/add"; -"3630 NASNet/separable_conv_2_bn_normal_left2_8/ReadVariableOp/resource" -> "3631 NASNet/separable_conv_2_bn_normal_left2_8/ReadVariableOp"; -"3631 NASNet/separable_conv_2_bn_normal_left2_8/ReadVariableOp" -> "3638 NASNet/separable_conv_2_bn_normal_left2_8/FusedBatchNormV3"; -"3632 NASNet/separable_conv_2_bn_normal_left2_8/ReadVariableOp_1/resource" -> "3633 NASNet/separable_conv_2_bn_normal_left2_8/ReadVariableOp_1"; -"3633 NASNet/separable_conv_2_bn_normal_left2_8/ReadVariableOp_1" -> "3638 NASNet/separable_conv_2_bn_normal_left2_8/FusedBatchNormV3"; -"3634 NASNet/separable_conv_2_bn_normal_left2_8/FusedBatchNormV3/ReadVariableOp/resource" -> "3635 NASNet/separable_conv_2_bn_normal_left2_8/FusedBatchNormV3/ReadVariableOp"; -"3635 NASNet/separable_conv_2_bn_normal_left2_8/FusedBatchNormV3/ReadVariableOp" -> "3638 NASNet/separable_conv_2_bn_normal_left2_8/FusedBatchNormV3"; -"3636 NASNet/separable_conv_2_bn_normal_left2_8/FusedBatchNormV3/ReadVariableOp_1/resource" -> "3637 NASNet/separable_conv_2_bn_normal_left2_8/FusedBatchNormV3/ReadVariableOp_1"; -"3637 NASNet/separable_conv_2_bn_normal_left2_8/FusedBatchNormV3/ReadVariableOp_1" -> "3638 NASNet/separable_conv_2_bn_normal_left2_8/FusedBatchNormV3"; -"3638 NASNet/separable_conv_2_bn_normal_left2_8/FusedBatchNormV3" -> "3667 NASNet/normal_add_2_8/add"; -"3639 NASNet/separable_conv_2_bn_normal_right2_8/ReadVariableOp/resource" -> "3640 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NASNet/reduction_concat_reduce_8/concat"; -"4015 NASNet/reduction_concat_reduce_8/concat/axis" -> "4016 NASNet/reduction_concat_reduce_8/concat"; -"4016 NASNet/reduction_concat_reduce_8/concat" -> "4019 NASNet/activation_140/Relu"; -"4016 NASNet/reduction_concat_reduce_8/concat" -> "4355 NASNet/activation_151/Relu"; -"4017 NASNet/adjust_avg_pool_2_9/AvgPool" -> "4035 NASNet/adjust_conv_2_9/Conv2D"; -"4018 NASNet/adjust_avg_pool_1_9/AvgPool" -> "4027 NASNet/adjust_conv_1_9/Conv2D"; -"4019 NASNet/activation_140/Relu" -> "4043 NASNet/normal_conv_1_9/Conv2D"; -"4020 NASNet/adjust_conv_1_9/Sigmoid/ReadVariableOp/resource" -> "4021 NASNet/adjust_conv_1_9/Sigmoid/ReadVariableOp"; -"4021 NASNet/adjust_conv_1_9/Sigmoid/ReadVariableOp" -> "4022 NASNet/adjust_conv_1_9/Sigmoid"; -"4022 NASNet/adjust_conv_1_9/Sigmoid" -> "4023 NASNet/adjust_conv_1_9/Round"; -"4023 NASNet/adjust_conv_1_9/Round" -> "4026 NASNet/adjust_conv_1_9/mul"; -"4024 NASNet/adjust_conv_1_9/ReadVariableOp/resource" -> "4025 NASNet/adjust_conv_1_9/ReadVariableOp"; -"4025 NASNet/adjust_conv_1_9/ReadVariableOp" -> "4026 NASNet/adjust_conv_1_9/mul"; -"4026 NASNet/adjust_conv_1_9/mul" -> "4027 NASNet/adjust_conv_1_9/Conv2D"; -"4027 NASNet/adjust_conv_1_9/Conv2D" -> "4045 NASNet/concatenate_3/concat"; -"4028 NASNet/adjust_conv_2_9/Sigmoid/ReadVariableOp/resource" -> "4029 NASNet/adjust_conv_2_9/Sigmoid/ReadVariableOp"; -"4029 NASNet/adjust_conv_2_9/Sigmoid/ReadVariableOp" -> "4030 NASNet/adjust_conv_2_9/Sigmoid"; -"4030 NASNet/adjust_conv_2_9/Sigmoid" -> "4031 NASNet/adjust_conv_2_9/Round"; -"4031 NASNet/adjust_conv_2_9/Round" -> "4034 NASNet/adjust_conv_2_9/mul"; -"4032 NASNet/adjust_conv_2_9/ReadVariableOp/resource" -> "4033 NASNet/adjust_conv_2_9/ReadVariableOp"; -"4033 NASNet/adjust_conv_2_9/ReadVariableOp" -> "4034 NASNet/adjust_conv_2_9/mul"; -"4034 NASNet/adjust_conv_2_9/mul" -> "4035 NASNet/adjust_conv_2_9/Conv2D"; -"4035 NASNet/adjust_conv_2_9/Conv2D" -> "4045 NASNet/concatenate_3/concat"; -"4036 NASNet/normal_conv_1_9/Sigmoid/ReadVariableOp/resource" -> "4037 NASNet/normal_conv_1_9/Sigmoid/ReadVariableOp"; -"4037 NASNet/normal_conv_1_9/Sigmoid/ReadVariableOp" -> "4038 NASNet/normal_conv_1_9/Sigmoid"; -"4038 NASNet/normal_conv_1_9/Sigmoid" -> "4039 NASNet/normal_conv_1_9/Round"; -"4039 NASNet/normal_conv_1_9/Round" -> "4042 NASNet/normal_conv_1_9/mul"; -"4040 NASNet/normal_conv_1_9/ReadVariableOp/resource" -> "4041 NASNet/normal_conv_1_9/ReadVariableOp"; -"4041 NASNet/normal_conv_1_9/ReadVariableOp" -> "4042 NASNet/normal_conv_1_9/mul"; -"4042 NASNet/normal_conv_1_9/mul" -> "4043 NASNet/normal_conv_1_9/Conv2D"; -"4043 NASNet/normal_conv_1_9/Conv2D" -> "4063 NASNet/normal_bn_1_9/FusedBatchNormV3"; -"4044 NASNet/concatenate_3/concat/axis" -> "4045 NASNet/concatenate_3/concat"; -"4045 NASNet/concatenate_3/concat" -> "4054 NASNet/adjust_bn_9/FusedBatchNormV3"; -"4046 NASNet/adjust_bn_9/ReadVariableOp/resource" -> "4047 NASNet/adjust_bn_9/ReadVariableOp"; -"4047 NASNet/adjust_bn_9/ReadVariableOp" -> "4054 NASNet/adjust_bn_9/FusedBatchNormV3"; -"4048 NASNet/adjust_bn_9/ReadVariableOp_1/resource" -> "4049 NASNet/adjust_bn_9/ReadVariableOp_1"; -"4049 NASNet/adjust_bn_9/ReadVariableOp_1" -> "4054 NASNet/adjust_bn_9/FusedBatchNormV3"; -"4050 NASNet/adjust_bn_9/FusedBatchNormV3/ReadVariableOp/resource" -> "4051 NASNet/adjust_bn_9/FusedBatchNormV3/ReadVariableOp"; -"4051 NASNet/adjust_bn_9/FusedBatchNormV3/ReadVariableOp" -> "4054 NASNet/adjust_bn_9/FusedBatchNormV3"; -"4052 NASNet/adjust_bn_9/FusedBatchNormV3/ReadVariableOp_1/resource" -> "4053 NASNet/adjust_bn_9/FusedBatchNormV3/ReadVariableOp_1"; -"4053 NASNet/adjust_bn_9/FusedBatchNormV3/ReadVariableOp_1" -> "4054 NASNet/adjust_bn_9/FusedBatchNormV3"; -"4054 NASNet/adjust_bn_9/FusedBatchNormV3" -> "4065 NASNet/activation_147/Relu"; -"4054 NASNet/adjust_bn_9/FusedBatchNormV3" -> "4066 NASNet/activation_145/Relu"; -"4054 NASNet/adjust_bn_9/FusedBatchNormV3" -> "4067 NASNet/activation_143/Relu"; -"4054 NASNet/adjust_bn_9/FusedBatchNormV3" -> "4308 NASNet/normal_left4_9/AvgPool"; -"4054 NASNet/adjust_bn_9/FusedBatchNormV3" -> "4309 NASNet/normal_right4_9/AvgPool"; -"4054 NASNet/adjust_bn_9/FusedBatchNormV3" -> "4349 NASNet/normal_add_3_9/add"; -"4054 NASNet/adjust_bn_9/FusedBatchNormV3" -> "4353 NASNet/normal_concat_9/concat"; -"4055 NASNet/normal_bn_1_9/ReadVariableOp/resource" -> "4056 NASNet/normal_bn_1_9/ReadVariableOp"; -"4056 NASNet/normal_bn_1_9/ReadVariableOp" -> "4063 NASNet/normal_bn_1_9/FusedBatchNormV3"; -"4057 NASNet/normal_bn_1_9/ReadVariableOp_1/resource" -> "4058 NASNet/normal_bn_1_9/ReadVariableOp_1"; -"4058 NASNet/normal_bn_1_9/ReadVariableOp_1" -> "4063 NASNet/normal_bn_1_9/FusedBatchNormV3"; -"4059 NASNet/normal_bn_1_9/FusedBatchNormV3/ReadVariableOp/resource" -> "4060 NASNet/normal_bn_1_9/FusedBatchNormV3/ReadVariableOp"; -"4060 NASNet/normal_bn_1_9/FusedBatchNormV3/ReadVariableOp" -> "4063 NASNet/normal_bn_1_9/FusedBatchNormV3"; -"4061 NASNet/normal_bn_1_9/FusedBatchNormV3/ReadVariableOp_1/resource" -> "4062 NASNet/normal_bn_1_9/FusedBatchNormV3/ReadVariableOp_1"; -"4062 NASNet/normal_bn_1_9/FusedBatchNormV3/ReadVariableOp_1" -> "4063 NASNet/normal_bn_1_9/FusedBatchNormV3"; -"4063 NASNet/normal_bn_1_9/FusedBatchNormV3" -> "4064 NASNet/activation_149/Relu"; -"4063 NASNet/normal_bn_1_9/FusedBatchNormV3" -> "4068 NASNet/activation_141/Relu"; -"4063 NASNet/normal_bn_1_9/FusedBatchNormV3" -> "4310 NASNet/normal_left3_9/AvgPool"; -"4063 NASNet/normal_bn_1_9/FusedBatchNormV3" -> "4351 NASNet/normal_add_5_9/add"; -"4064 NASNet/activation_149/Relu" -> "4085 NASNet/separable_conv_1_normal_left5_9/separable_conv2d/depthwise"; -"4065 NASNet/activation_147/Relu" -> "4103 NASNet/separable_conv_1_normal_right2_9/separable_conv2d/depthwise"; -"4066 NASNet/activation_145/Relu" -> "4121 NASNet/separable_conv_1_normal_left2_9/separable_conv2d/depthwise"; -"4067 NASNet/activation_143/Relu" -> "4139 NASNet/separable_conv_1_normal_right1_9/separable_conv2d/depthwise"; -"4068 NASNet/activation_141/Relu" -> "4157 NASNet/separable_conv_1_normal_left1_9/separable_conv2d/depthwise"; -"4069 NASNet/separable_conv_1_normal_left5_9/Sigmoid/ReadVariableOp/resource" -> "4070 NASNet/separable_conv_1_normal_left5_9/Sigmoid/ReadVariableOp"; -"4070 NASNet/separable_conv_1_normal_left5_9/Sigmoid/ReadVariableOp" -> "4071 NASNet/separable_conv_1_normal_left5_9/Sigmoid"; -"4071 NASNet/separable_conv_1_normal_left5_9/Sigmoid" -> "4072 NASNet/separable_conv_1_normal_left5_9/Round"; -"4072 NASNet/separable_conv_1_normal_left5_9/Round" -> "4075 NASNet/separable_conv_1_normal_left5_9/mul"; -"4073 NASNet/separable_conv_1_normal_left5_9/ReadVariableOp/resource" -> "4074 NASNet/separable_conv_1_normal_left5_9/ReadVariableOp"; -"4074 NASNet/separable_conv_1_normal_left5_9/ReadVariableOp" -> "4075 NASNet/separable_conv_1_normal_left5_9/mul"; -"4075 NASNet/separable_conv_1_normal_left5_9/mul" -> "4085 NASNet/separable_conv_1_normal_left5_9/separable_conv2d/depthwise"; -"4076 NASNet/separable_conv_1_normal_left5_9/Sigmoid_1/ReadVariableOp/resource" -> "4077 NASNet/separable_conv_1_normal_left5_9/Sigmoid_1/ReadVariableOp"; -"4077 NASNet/separable_conv_1_normal_left5_9/Sigmoid_1/ReadVariableOp" -> "4078 NASNet/separable_conv_1_normal_left5_9/Sigmoid_1"; -"4078 NASNet/separable_conv_1_normal_left5_9/Sigmoid_1" -> "4079 NASNet/separable_conv_1_normal_left5_9/Round_1"; -"4079 NASNet/separable_conv_1_normal_left5_9/Round_1" -> "4082 NASNet/separable_conv_1_normal_left5_9/mul_1"; -"4080 NASNet/separable_conv_1_normal_left5_9/ReadVariableOp_1/resource" -> "4081 NASNet/separable_conv_1_normal_left5_9/ReadVariableOp_1"; -"4081 NASNet/separable_conv_1_normal_left5_9/ReadVariableOp_1" -> "4082 NASNet/separable_conv_1_normal_left5_9/mul_1"; -"4082 NASNet/separable_conv_1_normal_left5_9/mul_1" -> "4086 NASNet/separable_conv_1_normal_left5_9/separable_conv2d"; -"4085 NASNet/separable_conv_1_normal_left5_9/separable_conv2d/depthwise" -> "4086 NASNet/separable_conv_1_normal_left5_9/separable_conv2d"; -"4086 NASNet/separable_conv_1_normal_left5_9/separable_conv2d" -> "4167 NASNet/separable_conv_1_bn_normal_left5_9/FusedBatchNormV3"; -"4087 NASNet/separable_conv_1_normal_right2_9/Sigmoid/ReadVariableOp/resource" -> "4088 NASNet/separable_conv_1_normal_right2_9/Sigmoid/ReadVariableOp"; -"4088 NASNet/separable_conv_1_normal_right2_9/Sigmoid/ReadVariableOp" -> "4089 NASNet/separable_conv_1_normal_right2_9/Sigmoid"; -"4089 NASNet/separable_conv_1_normal_right2_9/Sigmoid" -> "4090 NASNet/separable_conv_1_normal_right2_9/Round"; -"4090 NASNet/separable_conv_1_normal_right2_9/Round" -> "4093 NASNet/separable_conv_1_normal_right2_9/mul"; -"4091 NASNet/separable_conv_1_normal_right2_9/ReadVariableOp/resource" -> "4092 NASNet/separable_conv_1_normal_right2_9/ReadVariableOp"; -"4092 NASNet/separable_conv_1_normal_right2_9/ReadVariableOp" -> "4093 NASNet/separable_conv_1_normal_right2_9/mul"; -"4093 NASNet/separable_conv_1_normal_right2_9/mul" -> "4103 NASNet/separable_conv_1_normal_right2_9/separable_conv2d/depthwise"; -"4094 NASNet/separable_conv_1_normal_right2_9/Sigmoid_1/ReadVariableOp/resource" -> "4095 NASNet/separable_conv_1_normal_right2_9/Sigmoid_1/ReadVariableOp"; -"4095 NASNet/separable_conv_1_normal_right2_9/Sigmoid_1/ReadVariableOp" -> "4096 NASNet/separable_conv_1_normal_right2_9/Sigmoid_1"; -"4096 NASNet/separable_conv_1_normal_right2_9/Sigmoid_1" -> "4097 NASNet/separable_conv_1_normal_right2_9/Round_1"; -"4097 NASNet/separable_conv_1_normal_right2_9/Round_1" -> "4100 NASNet/separable_conv_1_normal_right2_9/mul_1"; -"4098 NASNet/separable_conv_1_normal_right2_9/ReadVariableOp_1/resource" -> "4099 NASNet/separable_conv_1_normal_right2_9/ReadVariableOp_1"; -"4099 NASNet/separable_conv_1_normal_right2_9/ReadVariableOp_1" -> "4100 NASNet/separable_conv_1_normal_right2_9/mul_1"; -"4100 NASNet/separable_conv_1_normal_right2_9/mul_1" -> "4104 NASNet/separable_conv_1_normal_right2_9/separable_conv2d"; -"4103 NASNet/separable_conv_1_normal_right2_9/separable_conv2d/depthwise" -> "4104 NASNet/separable_conv_1_normal_right2_9/separable_conv2d"; -"4104 NASNet/separable_conv_1_normal_right2_9/separable_conv2d" -> "4176 NASNet/separable_conv_1_bn_normal_right2_9/FusedBatchNormV3"; -"4105 NASNet/separable_conv_1_normal_left2_9/Sigmoid/ReadVariableOp/resource" -> "4106 NASNet/separable_conv_1_normal_left2_9/Sigmoid/ReadVariableOp"; -"4106 NASNet/separable_conv_1_normal_left2_9/Sigmoid/ReadVariableOp" -> "4107 NASNet/separable_conv_1_normal_left2_9/Sigmoid"; -"4107 NASNet/separable_conv_1_normal_left2_9/Sigmoid" -> "4108 NASNet/separable_conv_1_normal_left2_9/Round"; -"4108 NASNet/separable_conv_1_normal_left2_9/Round" -> "4111 NASNet/separable_conv_1_normal_left2_9/mul"; -"4109 NASNet/separable_conv_1_normal_left2_9/ReadVariableOp/resource" -> "4110 NASNet/separable_conv_1_normal_left2_9/ReadVariableOp"; -"4110 NASNet/separable_conv_1_normal_left2_9/ReadVariableOp" -> "4111 NASNet/separable_conv_1_normal_left2_9/mul"; -"4111 NASNet/separable_conv_1_normal_left2_9/mul" -> "4121 NASNet/separable_conv_1_normal_left2_9/separable_conv2d/depthwise"; -"4112 NASNet/separable_conv_1_normal_left2_9/Sigmoid_1/ReadVariableOp/resource" -> "4113 NASNet/separable_conv_1_normal_left2_9/Sigmoid_1/ReadVariableOp"; -"4113 NASNet/separable_conv_1_normal_left2_9/Sigmoid_1/ReadVariableOp" -> "4114 NASNet/separable_conv_1_normal_left2_9/Sigmoid_1"; -"4114 NASNet/separable_conv_1_normal_left2_9/Sigmoid_1" -> "4115 NASNet/separable_conv_1_normal_left2_9/Round_1"; -"4115 NASNet/separable_conv_1_normal_left2_9/Round_1" -> "4118 NASNet/separable_conv_1_normal_left2_9/mul_1"; -"4116 NASNet/separable_conv_1_normal_left2_9/ReadVariableOp_1/resource" -> "4117 NASNet/separable_conv_1_normal_left2_9/ReadVariableOp_1"; -"4117 NASNet/separable_conv_1_normal_left2_9/ReadVariableOp_1" -> "4118 NASNet/separable_conv_1_normal_left2_9/mul_1"; -"4118 NASNet/separable_conv_1_normal_left2_9/mul_1" -> "4122 NASNet/separable_conv_1_normal_left2_9/separable_conv2d"; -"4121 NASNet/separable_conv_1_normal_left2_9/separable_conv2d/depthwise" -> "4122 NASNet/separable_conv_1_normal_left2_9/separable_conv2d"; -"4122 NASNet/separable_conv_1_normal_left2_9/separable_conv2d" -> "4185 NASNet/separable_conv_1_bn_normal_left2_9/FusedBatchNormV3"; -"4123 NASNet/separable_conv_1_normal_right1_9/Sigmoid/ReadVariableOp/resource" -> "4124 NASNet/separable_conv_1_normal_right1_9/Sigmoid/ReadVariableOp"; -"4124 NASNet/separable_conv_1_normal_right1_9/Sigmoid/ReadVariableOp" -> "4125 NASNet/separable_conv_1_normal_right1_9/Sigmoid"; -"4125 NASNet/separable_conv_1_normal_right1_9/Sigmoid" -> "4126 NASNet/separable_conv_1_normal_right1_9/Round"; -"4126 NASNet/separable_conv_1_normal_right1_9/Round" -> "4129 NASNet/separable_conv_1_normal_right1_9/mul"; -"4127 NASNet/separable_conv_1_normal_right1_9/ReadVariableOp/resource" -> "4128 NASNet/separable_conv_1_normal_right1_9/ReadVariableOp"; -"4128 NASNet/separable_conv_1_normal_right1_9/ReadVariableOp" -> "4129 NASNet/separable_conv_1_normal_right1_9/mul"; -"4129 NASNet/separable_conv_1_normal_right1_9/mul" -> "4139 NASNet/separable_conv_1_normal_right1_9/separable_conv2d/depthwise"; -"4130 NASNet/separable_conv_1_normal_right1_9/Sigmoid_1/ReadVariableOp/resource" -> "4131 NASNet/separable_conv_1_normal_right1_9/Sigmoid_1/ReadVariableOp"; -"4131 NASNet/separable_conv_1_normal_right1_9/Sigmoid_1/ReadVariableOp" -> "4132 NASNet/separable_conv_1_normal_right1_9/Sigmoid_1"; -"4132 NASNet/separable_conv_1_normal_right1_9/Sigmoid_1" -> "4133 NASNet/separable_conv_1_normal_right1_9/Round_1"; -"4133 NASNet/separable_conv_1_normal_right1_9/Round_1" -> "4136 NASNet/separable_conv_1_normal_right1_9/mul_1"; -"4134 NASNet/separable_conv_1_normal_right1_9/ReadVariableOp_1/resource" -> "4135 NASNet/separable_conv_1_normal_right1_9/ReadVariableOp_1"; -"4135 NASNet/separable_conv_1_normal_right1_9/ReadVariableOp_1" -> "4136 NASNet/separable_conv_1_normal_right1_9/mul_1"; -"4136 NASNet/separable_conv_1_normal_right1_9/mul_1" -> "4140 NASNet/separable_conv_1_normal_right1_9/separable_conv2d"; -"4139 NASNet/separable_conv_1_normal_right1_9/separable_conv2d/depthwise" -> "4140 NASNet/separable_conv_1_normal_right1_9/separable_conv2d"; -"4140 NASNet/separable_conv_1_normal_right1_9/separable_conv2d" -> "4194 NASNet/separable_conv_1_bn_normal_right1_9/FusedBatchNormV3"; -"4141 NASNet/separable_conv_1_normal_left1_9/Sigmoid/ReadVariableOp/resource" -> "4142 NASNet/separable_conv_1_normal_left1_9/Sigmoid/ReadVariableOp"; -"4142 NASNet/separable_conv_1_normal_left1_9/Sigmoid/ReadVariableOp" -> "4143 NASNet/separable_conv_1_normal_left1_9/Sigmoid"; -"4143 NASNet/separable_conv_1_normal_left1_9/Sigmoid" -> "4144 NASNet/separable_conv_1_normal_left1_9/Round"; -"4144 NASNet/separable_conv_1_normal_left1_9/Round" -> "4147 NASNet/separable_conv_1_normal_left1_9/mul"; -"4145 NASNet/separable_conv_1_normal_left1_9/ReadVariableOp/resource" -> "4146 NASNet/separable_conv_1_normal_left1_9/ReadVariableOp"; -"4146 NASNet/separable_conv_1_normal_left1_9/ReadVariableOp" -> "4147 NASNet/separable_conv_1_normal_left1_9/mul"; -"4147 NASNet/separable_conv_1_normal_left1_9/mul" -> "4157 NASNet/separable_conv_1_normal_left1_9/separable_conv2d/depthwise"; -"4148 NASNet/separable_conv_1_normal_left1_9/Sigmoid_1/ReadVariableOp/resource" -> "4149 NASNet/separable_conv_1_normal_left1_9/Sigmoid_1/ReadVariableOp"; -"4149 NASNet/separable_conv_1_normal_left1_9/Sigmoid_1/ReadVariableOp" -> "4150 NASNet/separable_conv_1_normal_left1_9/Sigmoid_1"; -"4150 NASNet/separable_conv_1_normal_left1_9/Sigmoid_1" -> "4151 NASNet/separable_conv_1_normal_left1_9/Round_1"; -"4151 NASNet/separable_conv_1_normal_left1_9/Round_1" -> "4154 NASNet/separable_conv_1_normal_left1_9/mul_1"; -"4152 NASNet/separable_conv_1_normal_left1_9/ReadVariableOp_1/resource" -> "4153 NASNet/separable_conv_1_normal_left1_9/ReadVariableOp_1"; -"4153 NASNet/separable_conv_1_normal_left1_9/ReadVariableOp_1" -> "4154 NASNet/separable_conv_1_normal_left1_9/mul_1"; -"4154 NASNet/separable_conv_1_normal_left1_9/mul_1" -> "4158 NASNet/separable_conv_1_normal_left1_9/separable_conv2d"; -"4157 NASNet/separable_conv_1_normal_left1_9/separable_conv2d/depthwise" -> "4158 NASNet/separable_conv_1_normal_left1_9/separable_conv2d"; -"4158 NASNet/separable_conv_1_normal_left1_9/separable_conv2d" -> "4203 NASNet/separable_conv_1_bn_normal_left1_9/FusedBatchNormV3"; -"4159 NASNet/separable_conv_1_bn_normal_left5_9/ReadVariableOp/resource" -> "4160 NASNet/separable_conv_1_bn_normal_left5_9/ReadVariableOp"; -"4160 NASNet/separable_conv_1_bn_normal_left5_9/ReadVariableOp" -> "4167 NASNet/separable_conv_1_bn_normal_left5_9/FusedBatchNormV3"; -"4161 NASNet/separable_conv_1_bn_normal_left5_9/ReadVariableOp_1/resource" -> "4162 NASNet/separable_conv_1_bn_normal_left5_9/ReadVariableOp_1"; -"4162 NASNet/separable_conv_1_bn_normal_left5_9/ReadVariableOp_1" -> "4167 NASNet/separable_conv_1_bn_normal_left5_9/FusedBatchNormV3"; -"4163 NASNet/separable_conv_1_bn_normal_left5_9/FusedBatchNormV3/ReadVariableOp/resource" -> "4164 NASNet/separable_conv_1_bn_normal_left5_9/FusedBatchNormV3/ReadVariableOp"; -"4164 NASNet/separable_conv_1_bn_normal_left5_9/FusedBatchNormV3/ReadVariableOp" -> "4167 NASNet/separable_conv_1_bn_normal_left5_9/FusedBatchNormV3"; -"4165 NASNet/separable_conv_1_bn_normal_left5_9/FusedBatchNormV3/ReadVariableOp_1/resource" -> "4166 NASNet/separable_conv_1_bn_normal_left5_9/FusedBatchNormV3/ReadVariableOp_1"; -"4166 NASNet/separable_conv_1_bn_normal_left5_9/FusedBatchNormV3/ReadVariableOp_1" -> "4167 NASNet/separable_conv_1_bn_normal_left5_9/FusedBatchNormV3"; -"4167 NASNet/separable_conv_1_bn_normal_left5_9/FusedBatchNormV3" -> "4204 NASNet/activation_150/Relu"; -"4168 NASNet/separable_conv_1_bn_normal_right2_9/ReadVariableOp/resource" -> "4169 NASNet/separable_conv_1_bn_normal_right2_9/ReadVariableOp"; -"4169 NASNet/separable_conv_1_bn_normal_right2_9/ReadVariableOp" -> "4176 NASNet/separable_conv_1_bn_normal_right2_9/FusedBatchNormV3"; -"4170 NASNet/separable_conv_1_bn_normal_right2_9/ReadVariableOp_1/resource" -> "4171 NASNet/separable_conv_1_bn_normal_right2_9/ReadVariableOp_1"; -"4171 NASNet/separable_conv_1_bn_normal_right2_9/ReadVariableOp_1" -> "4176 NASNet/separable_conv_1_bn_normal_right2_9/FusedBatchNormV3"; -"4172 NASNet/separable_conv_1_bn_normal_right2_9/FusedBatchNormV3/ReadVariableOp/resource" -> "4173 NASNet/separable_conv_1_bn_normal_right2_9/FusedBatchNormV3/ReadVariableOp"; -"4173 NASNet/separable_conv_1_bn_normal_right2_9/FusedBatchNormV3/ReadVariableOp" -> "4176 NASNet/separable_conv_1_bn_normal_right2_9/FusedBatchNormV3"; -"4174 NASNet/separable_conv_1_bn_normal_right2_9/FusedBatchNormV3/ReadVariableOp_1/resource" -> "4175 NASNet/separable_conv_1_bn_normal_right2_9/FusedBatchNormV3/ReadVariableOp_1"; -"4175 NASNet/separable_conv_1_bn_normal_right2_9/FusedBatchNormV3/ReadVariableOp_1" -> "4176 NASNet/separable_conv_1_bn_normal_right2_9/FusedBatchNormV3"; -"4176 NASNet/separable_conv_1_bn_normal_right2_9/FusedBatchNormV3" -> "4205 NASNet/activation_148/Relu"; -"4177 NASNet/separable_conv_1_bn_normal_left2_9/ReadVariableOp/resource" -> "4178 NASNet/separable_conv_1_bn_normal_left2_9/ReadVariableOp"; -"4178 NASNet/separable_conv_1_bn_normal_left2_9/ReadVariableOp" -> "4185 NASNet/separable_conv_1_bn_normal_left2_9/FusedBatchNormV3"; -"4179 NASNet/separable_conv_1_bn_normal_left2_9/ReadVariableOp_1/resource" -> "4180 NASNet/separable_conv_1_bn_normal_left2_9/ReadVariableOp_1"; -"4180 NASNet/separable_conv_1_bn_normal_left2_9/ReadVariableOp_1" -> "4185 NASNet/separable_conv_1_bn_normal_left2_9/FusedBatchNormV3"; -"4181 NASNet/separable_conv_1_bn_normal_left2_9/FusedBatchNormV3/ReadVariableOp/resource" -> "4182 NASNet/separable_conv_1_bn_normal_left2_9/FusedBatchNormV3/ReadVariableOp"; -"4182 NASNet/separable_conv_1_bn_normal_left2_9/FusedBatchNormV3/ReadVariableOp" -> "4185 NASNet/separable_conv_1_bn_normal_left2_9/FusedBatchNormV3"; -"4183 NASNet/separable_conv_1_bn_normal_left2_9/FusedBatchNormV3/ReadVariableOp_1/resource" -> "4184 NASNet/separable_conv_1_bn_normal_left2_9/FusedBatchNormV3/ReadVariableOp_1"; -"4184 NASNet/separable_conv_1_bn_normal_left2_9/FusedBatchNormV3/ReadVariableOp_1" -> "4185 NASNet/separable_conv_1_bn_normal_left2_9/FusedBatchNormV3"; -"4185 NASNet/separable_conv_1_bn_normal_left2_9/FusedBatchNormV3" -> "4206 NASNet/activation_146/Relu"; -"4186 NASNet/separable_conv_1_bn_normal_right1_9/ReadVariableOp/resource" -> "4187 NASNet/separable_conv_1_bn_normal_right1_9/ReadVariableOp"; -"4187 NASNet/separable_conv_1_bn_normal_right1_9/ReadVariableOp" -> "4194 NASNet/separable_conv_1_bn_normal_right1_9/FusedBatchNormV3"; -"4188 NASNet/separable_conv_1_bn_normal_right1_9/ReadVariableOp_1/resource" -> "4189 NASNet/separable_conv_1_bn_normal_right1_9/ReadVariableOp_1"; -"4189 NASNet/separable_conv_1_bn_normal_right1_9/ReadVariableOp_1" -> "4194 NASNet/separable_conv_1_bn_normal_right1_9/FusedBatchNormV3"; -"4190 NASNet/separable_conv_1_bn_normal_right1_9/FusedBatchNormV3/ReadVariableOp/resource" -> "4191 NASNet/separable_conv_1_bn_normal_right1_9/FusedBatchNormV3/ReadVariableOp"; -"4191 NASNet/separable_conv_1_bn_normal_right1_9/FusedBatchNormV3/ReadVariableOp" -> "4194 NASNet/separable_conv_1_bn_normal_right1_9/FusedBatchNormV3"; -"4192 NASNet/separable_conv_1_bn_normal_right1_9/FusedBatchNormV3/ReadVariableOp_1/resource" -> "4193 NASNet/separable_conv_1_bn_normal_right1_9/FusedBatchNormV3/ReadVariableOp_1"; -"4193 NASNet/separable_conv_1_bn_normal_right1_9/FusedBatchNormV3/ReadVariableOp_1" -> "4194 NASNet/separable_conv_1_bn_normal_right1_9/FusedBatchNormV3"; -"4194 NASNet/separable_conv_1_bn_normal_right1_9/FusedBatchNormV3" -> "4207 NASNet/activation_144/Relu"; -"4195 NASNet/separable_conv_1_bn_normal_left1_9/ReadVariableOp/resource" -> "4196 NASNet/separable_conv_1_bn_normal_left1_9/ReadVariableOp"; -"4196 NASNet/separable_conv_1_bn_normal_left1_9/ReadVariableOp" -> "4203 NASNet/separable_conv_1_bn_normal_left1_9/FusedBatchNormV3"; -"4197 NASNet/separable_conv_1_bn_normal_left1_9/ReadVariableOp_1/resource" -> "4198 NASNet/separable_conv_1_bn_normal_left1_9/ReadVariableOp_1"; -"4198 NASNet/separable_conv_1_bn_normal_left1_9/ReadVariableOp_1" -> "4203 NASNet/separable_conv_1_bn_normal_left1_9/FusedBatchNormV3"; -"4199 NASNet/separable_conv_1_bn_normal_left1_9/FusedBatchNormV3/ReadVariableOp/resource" -> "4200 NASNet/separable_conv_1_bn_normal_left1_9/FusedBatchNormV3/ReadVariableOp"; -"4200 NASNet/separable_conv_1_bn_normal_left1_9/FusedBatchNormV3/ReadVariableOp" -> "4203 NASNet/separable_conv_1_bn_normal_left1_9/FusedBatchNormV3"; -"4201 NASNet/separable_conv_1_bn_normal_left1_9/FusedBatchNormV3/ReadVariableOp_1/resource" -> "4202 NASNet/separable_conv_1_bn_normal_left1_9/FusedBatchNormV3/ReadVariableOp_1"; -"4202 NASNet/separable_conv_1_bn_normal_left1_9/FusedBatchNormV3/ReadVariableOp_1" -> "4203 NASNet/separable_conv_1_bn_normal_left1_9/FusedBatchNormV3"; -"4203 NASNet/separable_conv_1_bn_normal_left1_9/FusedBatchNormV3" -> "4208 NASNet/activation_142/Relu"; -"4204 NASNet/activation_150/Relu" -> "4225 NASNet/separable_conv_2_normal_left5_9/separable_conv2d/depthwise"; -"4205 NASNet/activation_148/Relu" -> "4243 NASNet/separable_conv_2_normal_right2_9/separable_conv2d/depthwise"; -"4206 NASNet/activation_146/Relu" -> "4261 NASNet/separable_conv_2_normal_left2_9/separable_conv2d/depthwise"; -"4207 NASNet/activation_144/Relu" -> "4279 NASNet/separable_conv_2_normal_right1_9/separable_conv2d/depthwise"; -"4208 NASNet/activation_142/Relu" -> "4297 NASNet/separable_conv_2_normal_left1_9/separable_conv2d/depthwise"; -"4209 NASNet/separable_conv_2_normal_left5_9/Sigmoid/ReadVariableOp/resource" -> "4210 NASNet/separable_conv_2_normal_left5_9/Sigmoid/ReadVariableOp"; -"4210 NASNet/separable_conv_2_normal_left5_9/Sigmoid/ReadVariableOp" -> "4211 NASNet/separable_conv_2_normal_left5_9/Sigmoid"; -"4211 NASNet/separable_conv_2_normal_left5_9/Sigmoid" -> "4212 NASNet/separable_conv_2_normal_left5_9/Round"; -"4212 NASNet/separable_conv_2_normal_left5_9/Round" -> "4215 NASNet/separable_conv_2_normal_left5_9/mul"; -"4213 NASNet/separable_conv_2_normal_left5_9/ReadVariableOp/resource" -> "4214 NASNet/separable_conv_2_normal_left5_9/ReadVariableOp"; -"4214 NASNet/separable_conv_2_normal_left5_9/ReadVariableOp" -> "4215 NASNet/separable_conv_2_normal_left5_9/mul"; -"4215 NASNet/separable_conv_2_normal_left5_9/mul" -> "4225 NASNet/separable_conv_2_normal_left5_9/separable_conv2d/depthwise"; -"4216 NASNet/separable_conv_2_normal_left5_9/Sigmoid_1/ReadVariableOp/resource" -> "4217 NASNet/separable_conv_2_normal_left5_9/Sigmoid_1/ReadVariableOp"; -"4217 NASNet/separable_conv_2_normal_left5_9/Sigmoid_1/ReadVariableOp" -> "4218 NASNet/separable_conv_2_normal_left5_9/Sigmoid_1"; -"4218 NASNet/separable_conv_2_normal_left5_9/Sigmoid_1" -> "4219 NASNet/separable_conv_2_normal_left5_9/Round_1"; -"4219 NASNet/separable_conv_2_normal_left5_9/Round_1" -> "4222 NASNet/separable_conv_2_normal_left5_9/mul_1"; -"4220 NASNet/separable_conv_2_normal_left5_9/ReadVariableOp_1/resource" -> "4221 NASNet/separable_conv_2_normal_left5_9/ReadVariableOp_1"; -"4221 NASNet/separable_conv_2_normal_left5_9/ReadVariableOp_1" -> "4222 NASNet/separable_conv_2_normal_left5_9/mul_1"; -"4222 NASNet/separable_conv_2_normal_left5_9/mul_1" -> "4226 NASNet/separable_conv_2_normal_left5_9/separable_conv2d"; -"4225 NASNet/separable_conv_2_normal_left5_9/separable_conv2d/depthwise" -> "4226 NASNet/separable_conv_2_normal_left5_9/separable_conv2d"; -"4226 NASNet/separable_conv_2_normal_left5_9/separable_conv2d" -> "4307 NASNet/separable_conv_2_bn_normal_left5_9/FusedBatchNormV3"; -"4227 NASNet/separable_conv_2_normal_right2_9/Sigmoid/ReadVariableOp/resource" -> "4228 NASNet/separable_conv_2_normal_right2_9/Sigmoid/ReadVariableOp"; -"4228 NASNet/separable_conv_2_normal_right2_9/Sigmoid/ReadVariableOp" -> "4229 NASNet/separable_conv_2_normal_right2_9/Sigmoid"; -"4229 NASNet/separable_conv_2_normal_right2_9/Sigmoid" -> "4230 NASNet/separable_conv_2_normal_right2_9/Round"; -"4230 NASNet/separable_conv_2_normal_right2_9/Round" -> "4233 NASNet/separable_conv_2_normal_right2_9/mul"; -"4231 NASNet/separable_conv_2_normal_right2_9/ReadVariableOp/resource" -> "4232 NASNet/separable_conv_2_normal_right2_9/ReadVariableOp"; -"4232 NASNet/separable_conv_2_normal_right2_9/ReadVariableOp" -> "4233 NASNet/separable_conv_2_normal_right2_9/mul"; -"4233 NASNet/separable_conv_2_normal_right2_9/mul" -> "4243 NASNet/separable_conv_2_normal_right2_9/separable_conv2d/depthwise"; -"4234 NASNet/separable_conv_2_normal_right2_9/Sigmoid_1/ReadVariableOp/resource" -> "4235 NASNet/separable_conv_2_normal_right2_9/Sigmoid_1/ReadVariableOp"; -"4235 NASNet/separable_conv_2_normal_right2_9/Sigmoid_1/ReadVariableOp" -> "4236 NASNet/separable_conv_2_normal_right2_9/Sigmoid_1"; -"4236 NASNet/separable_conv_2_normal_right2_9/Sigmoid_1" -> "4237 NASNet/separable_conv_2_normal_right2_9/Round_1"; -"4237 NASNet/separable_conv_2_normal_right2_9/Round_1" -> "4240 NASNet/separable_conv_2_normal_right2_9/mul_1"; -"4238 NASNet/separable_conv_2_normal_right2_9/ReadVariableOp_1/resource" -> "4239 NASNet/separable_conv_2_normal_right2_9/ReadVariableOp_1"; -"4239 NASNet/separable_conv_2_normal_right2_9/ReadVariableOp_1" -> "4240 NASNet/separable_conv_2_normal_right2_9/mul_1"; -"4240 NASNet/separable_conv_2_normal_right2_9/mul_1" -> "4244 NASNet/separable_conv_2_normal_right2_9/separable_conv2d"; -"4243 NASNet/separable_conv_2_normal_right2_9/separable_conv2d/depthwise" -> "4244 NASNet/separable_conv_2_normal_right2_9/separable_conv2d"; -"4244 NASNet/separable_conv_2_normal_right2_9/separable_conv2d" -> "4328 NASNet/separable_conv_2_bn_normal_right2_9/FusedBatchNormV3"; -"4245 NASNet/separable_conv_2_normal_left2_9/Sigmoid/ReadVariableOp/resource" -> "4246 NASNet/separable_conv_2_normal_left2_9/Sigmoid/ReadVariableOp"; -"4246 NASNet/separable_conv_2_normal_left2_9/Sigmoid/ReadVariableOp" -> "4247 NASNet/separable_conv_2_normal_left2_9/Sigmoid"; -"4247 NASNet/separable_conv_2_normal_left2_9/Sigmoid" -> "4248 NASNet/separable_conv_2_normal_left2_9/Round"; -"4248 NASNet/separable_conv_2_normal_left2_9/Round" -> "4251 NASNet/separable_conv_2_normal_left2_9/mul"; -"4249 NASNet/separable_conv_2_normal_left2_9/ReadVariableOp/resource" -> "4250 NASNet/separable_conv_2_normal_left2_9/ReadVariableOp"; -"4250 NASNet/separable_conv_2_normal_left2_9/ReadVariableOp" -> "4251 NASNet/separable_conv_2_normal_left2_9/mul"; -"4251 NASNet/separable_conv_2_normal_left2_9/mul" -> "4261 NASNet/separable_conv_2_normal_left2_9/separable_conv2d/depthwise"; -"4252 NASNet/separable_conv_2_normal_left2_9/Sigmoid_1/ReadVariableOp/resource" -> "4253 NASNet/separable_conv_2_normal_left2_9/Sigmoid_1/ReadVariableOp"; -"4253 NASNet/separable_conv_2_normal_left2_9/Sigmoid_1/ReadVariableOp" -> "4254 NASNet/separable_conv_2_normal_left2_9/Sigmoid_1"; -"4254 NASNet/separable_conv_2_normal_left2_9/Sigmoid_1" -> "4255 NASNet/separable_conv_2_normal_left2_9/Round_1"; -"4255 NASNet/separable_conv_2_normal_left2_9/Round_1" -> "4258 NASNet/separable_conv_2_normal_left2_9/mul_1"; -"4256 NASNet/separable_conv_2_normal_left2_9/ReadVariableOp_1/resource" -> "4257 NASNet/separable_conv_2_normal_left2_9/ReadVariableOp_1"; -"4257 NASNet/separable_conv_2_normal_left2_9/ReadVariableOp_1" -> "4258 NASNet/separable_conv_2_normal_left2_9/mul_1"; -"4258 NASNet/separable_conv_2_normal_left2_9/mul_1" -> "4262 NASNet/separable_conv_2_normal_left2_9/separable_conv2d"; -"4261 NASNet/separable_conv_2_normal_left2_9/separable_conv2d/depthwise" -> "4262 NASNet/separable_conv_2_normal_left2_9/separable_conv2d"; -"4262 NASNet/separable_conv_2_normal_left2_9/separable_conv2d" -> "4319 NASNet/separable_conv_2_bn_normal_left2_9/FusedBatchNormV3"; -"4263 NASNet/separable_conv_2_normal_right1_9/Sigmoid/ReadVariableOp/resource" -> "4264 NASNet/separable_conv_2_normal_right1_9/Sigmoid/ReadVariableOp"; -"4264 NASNet/separable_conv_2_normal_right1_9/Sigmoid/ReadVariableOp" -> "4265 NASNet/separable_conv_2_normal_right1_9/Sigmoid"; -"4265 NASNet/separable_conv_2_normal_right1_9/Sigmoid" -> "4266 NASNet/separable_conv_2_normal_right1_9/Round"; -"4266 NASNet/separable_conv_2_normal_right1_9/Round" -> "4269 NASNet/separable_conv_2_normal_right1_9/mul"; -"4267 NASNet/separable_conv_2_normal_right1_9/ReadVariableOp/resource" -> "4268 NASNet/separable_conv_2_normal_right1_9/ReadVariableOp"; -"4268 NASNet/separable_conv_2_normal_right1_9/ReadVariableOp" -> "4269 NASNet/separable_conv_2_normal_right1_9/mul"; -"4269 NASNet/separable_conv_2_normal_right1_9/mul" -> "4279 NASNet/separable_conv_2_normal_right1_9/separable_conv2d/depthwise"; -"4270 NASNet/separable_conv_2_normal_right1_9/Sigmoid_1/ReadVariableOp/resource" -> "4271 NASNet/separable_conv_2_normal_right1_9/Sigmoid_1/ReadVariableOp"; -"4271 NASNet/separable_conv_2_normal_right1_9/Sigmoid_1/ReadVariableOp" -> "4272 NASNet/separable_conv_2_normal_right1_9/Sigmoid_1"; -"4272 NASNet/separable_conv_2_normal_right1_9/Sigmoid_1" -> "4273 NASNet/separable_conv_2_normal_right1_9/Round_1"; -"4273 NASNet/separable_conv_2_normal_right1_9/Round_1" -> "4276 NASNet/separable_conv_2_normal_right1_9/mul_1"; -"4274 NASNet/separable_conv_2_normal_right1_9/ReadVariableOp_1/resource" -> "4275 NASNet/separable_conv_2_normal_right1_9/ReadVariableOp_1"; -"4275 NASNet/separable_conv_2_normal_right1_9/ReadVariableOp_1" -> "4276 NASNet/separable_conv_2_normal_right1_9/mul_1"; -"4276 NASNet/separable_conv_2_normal_right1_9/mul_1" -> "4280 NASNet/separable_conv_2_normal_right1_9/separable_conv2d"; -"4279 NASNet/separable_conv_2_normal_right1_9/separable_conv2d/depthwise" -> "4280 NASNet/separable_conv_2_normal_right1_9/separable_conv2d"; -"4280 NASNet/separable_conv_2_normal_right1_9/separable_conv2d" -> "4346 NASNet/separable_conv_2_bn_normal_right1_9/FusedBatchNormV3"; -"4281 NASNet/separable_conv_2_normal_left1_9/Sigmoid/ReadVariableOp/resource" -> "4282 NASNet/separable_conv_2_normal_left1_9/Sigmoid/ReadVariableOp"; -"4282 NASNet/separable_conv_2_normal_left1_9/Sigmoid/ReadVariableOp" -> "4283 NASNet/separable_conv_2_normal_left1_9/Sigmoid"; -"4283 NASNet/separable_conv_2_normal_left1_9/Sigmoid" -> "4284 NASNet/separable_conv_2_normal_left1_9/Round"; -"4284 NASNet/separable_conv_2_normal_left1_9/Round" -> "4287 NASNet/separable_conv_2_normal_left1_9/mul"; -"4285 NASNet/separable_conv_2_normal_left1_9/ReadVariableOp/resource" -> "4286 NASNet/separable_conv_2_normal_left1_9/ReadVariableOp"; -"4286 NASNet/separable_conv_2_normal_left1_9/ReadVariableOp" -> "4287 NASNet/separable_conv_2_normal_left1_9/mul"; -"4287 NASNet/separable_conv_2_normal_left1_9/mul" -> "4297 NASNet/separable_conv_2_normal_left1_9/separable_conv2d/depthwise"; -"4288 NASNet/separable_conv_2_normal_left1_9/Sigmoid_1/ReadVariableOp/resource" -> "4289 NASNet/separable_conv_2_normal_left1_9/Sigmoid_1/ReadVariableOp"; -"4289 NASNet/separable_conv_2_normal_left1_9/Sigmoid_1/ReadVariableOp" -> "4290 NASNet/separable_conv_2_normal_left1_9/Sigmoid_1"; -"4290 NASNet/separable_conv_2_normal_left1_9/Sigmoid_1" -> "4291 NASNet/separable_conv_2_normal_left1_9/Round_1"; -"4291 NASNet/separable_conv_2_normal_left1_9/Round_1" -> "4294 NASNet/separable_conv_2_normal_left1_9/mul_1"; -"4292 NASNet/separable_conv_2_normal_left1_9/ReadVariableOp_1/resource" -> "4293 NASNet/separable_conv_2_normal_left1_9/ReadVariableOp_1"; -"4293 NASNet/separable_conv_2_normal_left1_9/ReadVariableOp_1" -> "4294 NASNet/separable_conv_2_normal_left1_9/mul_1"; -"4294 NASNet/separable_conv_2_normal_left1_9/mul_1" -> "4298 NASNet/separable_conv_2_normal_left1_9/separable_conv2d"; -"4297 NASNet/separable_conv_2_normal_left1_9/separable_conv2d/depthwise" -> "4298 NASNet/separable_conv_2_normal_left1_9/separable_conv2d"; -"4298 NASNet/separable_conv_2_normal_left1_9/separable_conv2d" -> "4337 NASNet/separable_conv_2_bn_normal_left1_9/FusedBatchNormV3"; -"4299 NASNet/separable_conv_2_bn_normal_left5_9/ReadVariableOp/resource" -> "4300 NASNet/separable_conv_2_bn_normal_left5_9/ReadVariableOp"; -"4300 NASNet/separable_conv_2_bn_normal_left5_9/ReadVariableOp" -> "4307 NASNet/separable_conv_2_bn_normal_left5_9/FusedBatchNormV3"; -"4301 NASNet/separable_conv_2_bn_normal_left5_9/ReadVariableOp_1/resource" -> "4302 NASNet/separable_conv_2_bn_normal_left5_9/ReadVariableOp_1"; -"4302 NASNet/separable_conv_2_bn_normal_left5_9/ReadVariableOp_1" -> "4307 NASNet/separable_conv_2_bn_normal_left5_9/FusedBatchNormV3"; -"4303 NASNet/separable_conv_2_bn_normal_left5_9/FusedBatchNormV3/ReadVariableOp/resource" -> "4304 NASNet/separable_conv_2_bn_normal_left5_9/FusedBatchNormV3/ReadVariableOp"; -"4304 NASNet/separable_conv_2_bn_normal_left5_9/FusedBatchNormV3/ReadVariableOp" -> "4307 NASNet/separable_conv_2_bn_normal_left5_9/FusedBatchNormV3"; -"4305 NASNet/separable_conv_2_bn_normal_left5_9/FusedBatchNormV3/ReadVariableOp_1/resource" -> "4306 NASNet/separable_conv_2_bn_normal_left5_9/FusedBatchNormV3/ReadVariableOp_1"; -"4306 NASNet/separable_conv_2_bn_normal_left5_9/FusedBatchNormV3/ReadVariableOp_1" -> "4307 NASNet/separable_conv_2_bn_normal_left5_9/FusedBatchNormV3"; -"4307 NASNet/separable_conv_2_bn_normal_left5_9/FusedBatchNormV3" -> "4351 NASNet/normal_add_5_9/add"; -"4308 NASNet/normal_left4_9/AvgPool" -> "4350 NASNet/normal_add_4_9/add"; -"4309 NASNet/normal_right4_9/AvgPool" -> "4350 NASNet/normal_add_4_9/add"; -"4310 NASNet/normal_left3_9/AvgPool" -> "4349 NASNet/normal_add_3_9/add"; -"4311 NASNet/separable_conv_2_bn_normal_left2_9/ReadVariableOp/resource" -> "4312 NASNet/separable_conv_2_bn_normal_left2_9/ReadVariableOp"; -"4312 NASNet/separable_conv_2_bn_normal_left2_9/ReadVariableOp" -> "4319 NASNet/separable_conv_2_bn_normal_left2_9/FusedBatchNormV3"; -"4313 NASNet/separable_conv_2_bn_normal_left2_9/ReadVariableOp_1/resource" -> "4314 NASNet/separable_conv_2_bn_normal_left2_9/ReadVariableOp_1"; -"4314 NASNet/separable_conv_2_bn_normal_left2_9/ReadVariableOp_1" -> "4319 NASNet/separable_conv_2_bn_normal_left2_9/FusedBatchNormV3"; -"4315 NASNet/separable_conv_2_bn_normal_left2_9/FusedBatchNormV3/ReadVariableOp/resource" -> "4316 NASNet/separable_conv_2_bn_normal_left2_9/FusedBatchNormV3/ReadVariableOp"; -"4316 NASNet/separable_conv_2_bn_normal_left2_9/FusedBatchNormV3/ReadVariableOp" -> "4319 NASNet/separable_conv_2_bn_normal_left2_9/FusedBatchNormV3"; -"4317 NASNet/separable_conv_2_bn_normal_left2_9/FusedBatchNormV3/ReadVariableOp_1/resource" -> "4318 NASNet/separable_conv_2_bn_normal_left2_9/FusedBatchNormV3/ReadVariableOp_1"; -"4318 NASNet/separable_conv_2_bn_normal_left2_9/FusedBatchNormV3/ReadVariableOp_1" -> "4319 NASNet/separable_conv_2_bn_normal_left2_9/FusedBatchNormV3"; -"4319 NASNet/separable_conv_2_bn_normal_left2_9/FusedBatchNormV3" -> "4348 NASNet/normal_add_2_9/add"; -"4320 NASNet/separable_conv_2_bn_normal_right2_9/ReadVariableOp/resource" -> "4321 NASNet/separable_conv_2_bn_normal_right2_9/ReadVariableOp"; -"4321 NASNet/separable_conv_2_bn_normal_right2_9/ReadVariableOp" -> "4328 NASNet/separable_conv_2_bn_normal_right2_9/FusedBatchNormV3"; -"4322 NASNet/separable_conv_2_bn_normal_right2_9/ReadVariableOp_1/resource" -> "4323 NASNet/separable_conv_2_bn_normal_right2_9/ReadVariableOp_1"; -"4323 NASNet/separable_conv_2_bn_normal_right2_9/ReadVariableOp_1" -> "4328 NASNet/separable_conv_2_bn_normal_right2_9/FusedBatchNormV3"; -"4324 NASNet/separable_conv_2_bn_normal_right2_9/FusedBatchNormV3/ReadVariableOp/resource" -> "4325 NASNet/separable_conv_2_bn_normal_right2_9/FusedBatchNormV3/ReadVariableOp"; -"4325 NASNet/separable_conv_2_bn_normal_right2_9/FusedBatchNormV3/ReadVariableOp" -> "4328 NASNet/separable_conv_2_bn_normal_right2_9/FusedBatchNormV3"; -"4326 NASNet/separable_conv_2_bn_normal_right2_9/FusedBatchNormV3/ReadVariableOp_1/resource" -> "4327 NASNet/separable_conv_2_bn_normal_right2_9/FusedBatchNormV3/ReadVariableOp_1"; -"4327 NASNet/separable_conv_2_bn_normal_right2_9/FusedBatchNormV3/ReadVariableOp_1" -> "4328 NASNet/separable_conv_2_bn_normal_right2_9/FusedBatchNormV3"; -"4328 NASNet/separable_conv_2_bn_normal_right2_9/FusedBatchNormV3" -> "4348 NASNet/normal_add_2_9/add"; -"4329 NASNet/separable_conv_2_bn_normal_left1_9/ReadVariableOp/resource" -> "4330 NASNet/separable_conv_2_bn_normal_left1_9/ReadVariableOp"; -"4330 NASNet/separable_conv_2_bn_normal_left1_9/ReadVariableOp" -> "4337 NASNet/separable_conv_2_bn_normal_left1_9/FusedBatchNormV3"; -"4331 NASNet/separable_conv_2_bn_normal_left1_9/ReadVariableOp_1/resource" -> "4332 NASNet/separable_conv_2_bn_normal_left1_9/ReadVariableOp_1"; -"4332 NASNet/separable_conv_2_bn_normal_left1_9/ReadVariableOp_1" -> "4337 NASNet/separable_conv_2_bn_normal_left1_9/FusedBatchNormV3"; -"4333 NASNet/separable_conv_2_bn_normal_left1_9/FusedBatchNormV3/ReadVariableOp/resource" -> "4334 NASNet/separable_conv_2_bn_normal_left1_9/FusedBatchNormV3/ReadVariableOp"; -"4334 NASNet/separable_conv_2_bn_normal_left1_9/FusedBatchNormV3/ReadVariableOp" -> "4337 NASNet/separable_conv_2_bn_normal_left1_9/FusedBatchNormV3"; -"4335 NASNet/separable_conv_2_bn_normal_left1_9/FusedBatchNormV3/ReadVariableOp_1/resource" -> "4336 NASNet/separable_conv_2_bn_normal_left1_9/FusedBatchNormV3/ReadVariableOp_1"; -"4336 NASNet/separable_conv_2_bn_normal_left1_9/FusedBatchNormV3/ReadVariableOp_1" -> "4337 NASNet/separable_conv_2_bn_normal_left1_9/FusedBatchNormV3"; -"4337 NASNet/separable_conv_2_bn_normal_left1_9/FusedBatchNormV3" -> "4347 NASNet/normal_add_1_9/add"; -"4338 NASNet/separable_conv_2_bn_normal_right1_9/ReadVariableOp/resource" -> "4339 NASNet/separable_conv_2_bn_normal_right1_9/ReadVariableOp"; -"4339 NASNet/separable_conv_2_bn_normal_right1_9/ReadVariableOp" -> "4346 NASNet/separable_conv_2_bn_normal_right1_9/FusedBatchNormV3"; -"4340 NASNet/separable_conv_2_bn_normal_right1_9/ReadVariableOp_1/resource" -> "4341 NASNet/separable_conv_2_bn_normal_right1_9/ReadVariableOp_1"; -"4341 NASNet/separable_conv_2_bn_normal_right1_9/ReadVariableOp_1" -> "4346 NASNet/separable_conv_2_bn_normal_right1_9/FusedBatchNormV3"; -"4342 NASNet/separable_conv_2_bn_normal_right1_9/FusedBatchNormV3/ReadVariableOp/resource" -> "4343 NASNet/separable_conv_2_bn_normal_right1_9/FusedBatchNormV3/ReadVariableOp"; -"4343 NASNet/separable_conv_2_bn_normal_right1_9/FusedBatchNormV3/ReadVariableOp" -> "4346 NASNet/separable_conv_2_bn_normal_right1_9/FusedBatchNormV3"; -"4344 NASNet/separable_conv_2_bn_normal_right1_9/FusedBatchNormV3/ReadVariableOp_1/resource" -> "4345 NASNet/separable_conv_2_bn_normal_right1_9/FusedBatchNormV3/ReadVariableOp_1"; -"4345 NASNet/separable_conv_2_bn_normal_right1_9/FusedBatchNormV3/ReadVariableOp_1" -> "4346 NASNet/separable_conv_2_bn_normal_right1_9/FusedBatchNormV3"; -"4346 NASNet/separable_conv_2_bn_normal_right1_9/FusedBatchNormV3" -> "4347 NASNet/normal_add_1_9/add"; -"4347 NASNet/normal_add_1_9/add" -> "4353 NASNet/normal_concat_9/concat"; -"4348 NASNet/normal_add_2_9/add" -> "4353 NASNet/normal_concat_9/concat"; -"4349 NASNet/normal_add_3_9/add" -> "4353 NASNet/normal_concat_9/concat"; -"4350 NASNet/normal_add_4_9/add" -> "4353 NASNet/normal_concat_9/concat"; -"4351 NASNet/normal_add_5_9/add" -> "4353 NASNet/normal_concat_9/concat"; -"4352 NASNet/normal_concat_9/concat/axis" -> "4353 NASNet/normal_concat_9/concat"; -"4353 NASNet/normal_concat_9/concat" -> "4354 NASNet/activation_152/Relu"; -"4353 NASNet/normal_concat_9/concat" -> "4681 NASNet/activation_163/Relu"; -"4354 NASNet/activation_152/Relu" -> "4363 NASNet/normal_conv_1_10/Conv2D"; -"4355 NASNet/activation_151/Relu" -> "4371 NASNet/adjust_conv_projection_10/Conv2D"; -"4356 NASNet/normal_conv_1_10/Sigmoid/ReadVariableOp/resource" -> "4357 NASNet/normal_conv_1_10/Sigmoid/ReadVariableOp"; -"4357 NASNet/normal_conv_1_10/Sigmoid/ReadVariableOp" -> "4358 NASNet/normal_conv_1_10/Sigmoid"; -"4358 NASNet/normal_conv_1_10/Sigmoid" -> "4359 NASNet/normal_conv_1_10/Round"; -"4359 NASNet/normal_conv_1_10/Round" -> "4362 NASNet/normal_conv_1_10/mul"; -"4360 NASNet/normal_conv_1_10/ReadVariableOp/resource" -> "4361 NASNet/normal_conv_1_10/ReadVariableOp"; -"4361 NASNet/normal_conv_1_10/ReadVariableOp" -> "4362 NASNet/normal_conv_1_10/mul"; -"4362 NASNet/normal_conv_1_10/mul" -> "4363 NASNet/normal_conv_1_10/Conv2D"; -"4363 NASNet/normal_conv_1_10/Conv2D" -> "4389 NASNet/normal_bn_1_10/FusedBatchNormV3"; -"4364 NASNet/adjust_conv_projection_10/Sigmoid/ReadVariableOp/resource" -> "4365 NASNet/adjust_conv_projection_10/Sigmoid/ReadVariableOp"; -"4365 NASNet/adjust_conv_projection_10/Sigmoid/ReadVariableOp" -> "4366 NASNet/adjust_conv_projection_10/Sigmoid"; -"4366 NASNet/adjust_conv_projection_10/Sigmoid" -> "4367 NASNet/adjust_conv_projection_10/Round"; -"4367 NASNet/adjust_conv_projection_10/Round" -> "4370 NASNet/adjust_conv_projection_10/mul"; -"4368 NASNet/adjust_conv_projection_10/ReadVariableOp/resource" -> "4369 NASNet/adjust_conv_projection_10/ReadVariableOp"; -"4369 NASNet/adjust_conv_projection_10/ReadVariableOp" -> "4370 NASNet/adjust_conv_projection_10/mul"; -"4370 NASNet/adjust_conv_projection_10/mul" -> "4371 NASNet/adjust_conv_projection_10/Conv2D"; -"4371 NASNet/adjust_conv_projection_10/Conv2D" -> "4380 NASNet/adjust_bn_10/FusedBatchNormV3"; -"4372 NASNet/adjust_bn_10/ReadVariableOp/resource" -> "4373 NASNet/adjust_bn_10/ReadVariableOp"; -"4373 NASNet/adjust_bn_10/ReadVariableOp" -> "4380 NASNet/adjust_bn_10/FusedBatchNormV3"; -"4374 NASNet/adjust_bn_10/ReadVariableOp_1/resource" -> "4375 NASNet/adjust_bn_10/ReadVariableOp_1"; -"4375 NASNet/adjust_bn_10/ReadVariableOp_1" -> "4380 NASNet/adjust_bn_10/FusedBatchNormV3"; -"4376 NASNet/adjust_bn_10/FusedBatchNormV3/ReadVariableOp/resource" -> "4377 NASNet/adjust_bn_10/FusedBatchNormV3/ReadVariableOp"; -"4377 NASNet/adjust_bn_10/FusedBatchNormV3/ReadVariableOp" -> "4380 NASNet/adjust_bn_10/FusedBatchNormV3"; -"4378 NASNet/adjust_bn_10/FusedBatchNormV3/ReadVariableOp_1/resource" -> "4379 NASNet/adjust_bn_10/FusedBatchNormV3/ReadVariableOp_1"; -"4379 NASNet/adjust_bn_10/FusedBatchNormV3/ReadVariableOp_1" -> "4380 NASNet/adjust_bn_10/FusedBatchNormV3"; -"4380 NASNet/adjust_bn_10/FusedBatchNormV3" -> "4391 NASNet/activation_159/Relu"; -"4380 NASNet/adjust_bn_10/FusedBatchNormV3" -> "4392 NASNet/activation_157/Relu"; -"4380 NASNet/adjust_bn_10/FusedBatchNormV3" -> "4393 NASNet/activation_155/Relu"; -"4380 NASNet/adjust_bn_10/FusedBatchNormV3" -> "4634 NASNet/normal_left4_10/AvgPool"; -"4380 NASNet/adjust_bn_10/FusedBatchNormV3" -> "4635 NASNet/normal_right4_10/AvgPool"; -"4380 NASNet/adjust_bn_10/FusedBatchNormV3" -> "4675 NASNet/normal_add_3_10/add"; -"4380 NASNet/adjust_bn_10/FusedBatchNormV3" -> "4679 NASNet/normal_concat_10/concat"; -"4381 NASNet/normal_bn_1_10/ReadVariableOp/resource" -> "4382 NASNet/normal_bn_1_10/ReadVariableOp"; -"4382 NASNet/normal_bn_1_10/ReadVariableOp" -> "4389 NASNet/normal_bn_1_10/FusedBatchNormV3"; -"4383 NASNet/normal_bn_1_10/ReadVariableOp_1/resource" -> "4384 NASNet/normal_bn_1_10/ReadVariableOp_1"; -"4384 NASNet/normal_bn_1_10/ReadVariableOp_1" -> "4389 NASNet/normal_bn_1_10/FusedBatchNormV3"; -"4385 NASNet/normal_bn_1_10/FusedBatchNormV3/ReadVariableOp/resource" -> "4386 NASNet/normal_bn_1_10/FusedBatchNormV3/ReadVariableOp"; -"4386 NASNet/normal_bn_1_10/FusedBatchNormV3/ReadVariableOp" -> "4389 NASNet/normal_bn_1_10/FusedBatchNormV3"; -"4387 NASNet/normal_bn_1_10/FusedBatchNormV3/ReadVariableOp_1/resource" -> "4388 NASNet/normal_bn_1_10/FusedBatchNormV3/ReadVariableOp_1"; -"4388 NASNet/normal_bn_1_10/FusedBatchNormV3/ReadVariableOp_1" -> "4389 NASNet/normal_bn_1_10/FusedBatchNormV3"; -"4389 NASNet/normal_bn_1_10/FusedBatchNormV3" -> "4390 NASNet/activation_161/Relu"; -"4389 NASNet/normal_bn_1_10/FusedBatchNormV3" -> "4394 NASNet/activation_153/Relu"; -"4389 NASNet/normal_bn_1_10/FusedBatchNormV3" -> "4636 NASNet/normal_left3_10/AvgPool"; -"4389 NASNet/normal_bn_1_10/FusedBatchNormV3" -> "4677 NASNet/normal_add_5_10/add"; -"4390 NASNet/activation_161/Relu" -> "4411 NASNet/separable_conv_1_normal_left5_10/separable_conv2d/depthwise"; -"4391 NASNet/activation_159/Relu" -> "4429 NASNet/separable_conv_1_normal_right2_10/separable_conv2d/depthwise"; -"4392 NASNet/activation_157/Relu" -> "4447 NASNet/separable_conv_1_normal_left2_10/separable_conv2d/depthwise"; -"4393 NASNet/activation_155/Relu" -> "4465 NASNet/separable_conv_1_normal_right1_10/separable_conv2d/depthwise"; -"4394 NASNet/activation_153/Relu" -> "4483 NASNet/separable_conv_1_normal_left1_10/separable_conv2d/depthwise"; -"4395 NASNet/separable_conv_1_normal_left5_10/Sigmoid/ReadVariableOp/resource" -> "4396 NASNet/separable_conv_1_normal_left5_10/Sigmoid/ReadVariableOp"; -"4396 NASNet/separable_conv_1_normal_left5_10/Sigmoid/ReadVariableOp" -> "4397 NASNet/separable_conv_1_normal_left5_10/Sigmoid"; -"4397 NASNet/separable_conv_1_normal_left5_10/Sigmoid" -> "4398 NASNet/separable_conv_1_normal_left5_10/Round"; -"4398 NASNet/separable_conv_1_normal_left5_10/Round" -> "4401 NASNet/separable_conv_1_normal_left5_10/mul"; -"4399 NASNet/separable_conv_1_normal_left5_10/ReadVariableOp/resource" -> "4400 NASNet/separable_conv_1_normal_left5_10/ReadVariableOp"; -"4400 NASNet/separable_conv_1_normal_left5_10/ReadVariableOp" -> "4401 NASNet/separable_conv_1_normal_left5_10/mul"; -"4401 NASNet/separable_conv_1_normal_left5_10/mul" -> "4411 NASNet/separable_conv_1_normal_left5_10/separable_conv2d/depthwise"; -"4402 NASNet/separable_conv_1_normal_left5_10/Sigmoid_1/ReadVariableOp/resource" -> "4403 NASNet/separable_conv_1_normal_left5_10/Sigmoid_1/ReadVariableOp"; -"4403 NASNet/separable_conv_1_normal_left5_10/Sigmoid_1/ReadVariableOp" -> "4404 NASNet/separable_conv_1_normal_left5_10/Sigmoid_1"; -"4404 NASNet/separable_conv_1_normal_left5_10/Sigmoid_1" -> "4405 NASNet/separable_conv_1_normal_left5_10/Round_1"; -"4405 NASNet/separable_conv_1_normal_left5_10/Round_1" -> "4408 NASNet/separable_conv_1_normal_left5_10/mul_1"; -"4406 NASNet/separable_conv_1_normal_left5_10/ReadVariableOp_1/resource" -> "4407 NASNet/separable_conv_1_normal_left5_10/ReadVariableOp_1"; -"4407 NASNet/separable_conv_1_normal_left5_10/ReadVariableOp_1" -> "4408 NASNet/separable_conv_1_normal_left5_10/mul_1"; -"4408 NASNet/separable_conv_1_normal_left5_10/mul_1" -> "4412 NASNet/separable_conv_1_normal_left5_10/separable_conv2d"; -"4411 NASNet/separable_conv_1_normal_left5_10/separable_conv2d/depthwise" -> "4412 NASNet/separable_conv_1_normal_left5_10/separable_conv2d"; -"4412 NASNet/separable_conv_1_normal_left5_10/separable_conv2d" -> "4493 NASNet/separable_conv_1_bn_normal_left5_10/FusedBatchNormV3"; -"4413 NASNet/separable_conv_1_normal_right2_10/Sigmoid/ReadVariableOp/resource" -> "4414 NASNet/separable_conv_1_normal_right2_10/Sigmoid/ReadVariableOp"; -"4414 NASNet/separable_conv_1_normal_right2_10/Sigmoid/ReadVariableOp" -> "4415 NASNet/separable_conv_1_normal_right2_10/Sigmoid"; -"4415 NASNet/separable_conv_1_normal_right2_10/Sigmoid" -> "4416 NASNet/separable_conv_1_normal_right2_10/Round"; -"4416 NASNet/separable_conv_1_normal_right2_10/Round" -> "4419 NASNet/separable_conv_1_normal_right2_10/mul"; -"4417 NASNet/separable_conv_1_normal_right2_10/ReadVariableOp/resource" -> "4418 NASNet/separable_conv_1_normal_right2_10/ReadVariableOp"; -"4418 NASNet/separable_conv_1_normal_right2_10/ReadVariableOp" -> "4419 NASNet/separable_conv_1_normal_right2_10/mul"; -"4419 NASNet/separable_conv_1_normal_right2_10/mul" -> "4429 NASNet/separable_conv_1_normal_right2_10/separable_conv2d/depthwise"; -"4420 NASNet/separable_conv_1_normal_right2_10/Sigmoid_1/ReadVariableOp/resource" -> "4421 NASNet/separable_conv_1_normal_right2_10/Sigmoid_1/ReadVariableOp"; -"4421 NASNet/separable_conv_1_normal_right2_10/Sigmoid_1/ReadVariableOp" -> "4422 NASNet/separable_conv_1_normal_right2_10/Sigmoid_1"; -"4422 NASNet/separable_conv_1_normal_right2_10/Sigmoid_1" -> "4423 NASNet/separable_conv_1_normal_right2_10/Round_1"; -"4423 NASNet/separable_conv_1_normal_right2_10/Round_1" -> "4426 NASNet/separable_conv_1_normal_right2_10/mul_1"; -"4424 NASNet/separable_conv_1_normal_right2_10/ReadVariableOp_1/resource" -> "4425 NASNet/separable_conv_1_normal_right2_10/ReadVariableOp_1"; -"4425 NASNet/separable_conv_1_normal_right2_10/ReadVariableOp_1" -> "4426 NASNet/separable_conv_1_normal_right2_10/mul_1"; -"4426 NASNet/separable_conv_1_normal_right2_10/mul_1" -> "4430 NASNet/separable_conv_1_normal_right2_10/separable_conv2d"; -"4429 NASNet/separable_conv_1_normal_right2_10/separable_conv2d/depthwise" -> "4430 NASNet/separable_conv_1_normal_right2_10/separable_conv2d"; -"4430 NASNet/separable_conv_1_normal_right2_10/separable_conv2d" -> "4502 NASNet/separable_conv_1_bn_normal_right2_10/FusedBatchNormV3"; -"4431 NASNet/separable_conv_1_normal_left2_10/Sigmoid/ReadVariableOp/resource" -> "4432 NASNet/separable_conv_1_normal_left2_10/Sigmoid/ReadVariableOp"; 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NASNet/separable_conv_1_normal_left2_10/Sigmoid_1"; -"4440 NASNet/separable_conv_1_normal_left2_10/Sigmoid_1" -> "4441 NASNet/separable_conv_1_normal_left2_10/Round_1"; -"4441 NASNet/separable_conv_1_normal_left2_10/Round_1" -> "4444 NASNet/separable_conv_1_normal_left2_10/mul_1"; -"4442 NASNet/separable_conv_1_normal_left2_10/ReadVariableOp_1/resource" -> "4443 NASNet/separable_conv_1_normal_left2_10/ReadVariableOp_1"; -"4443 NASNet/separable_conv_1_normal_left2_10/ReadVariableOp_1" -> "4444 NASNet/separable_conv_1_normal_left2_10/mul_1"; -"4444 NASNet/separable_conv_1_normal_left2_10/mul_1" -> "4448 NASNet/separable_conv_1_normal_left2_10/separable_conv2d"; -"4447 NASNet/separable_conv_1_normal_left2_10/separable_conv2d/depthwise" -> "4448 NASNet/separable_conv_1_normal_left2_10/separable_conv2d"; -"4448 NASNet/separable_conv_1_normal_left2_10/separable_conv2d" -> "4511 NASNet/separable_conv_1_bn_normal_left2_10/FusedBatchNormV3"; -"4449 NASNet/separable_conv_1_normal_right1_10/Sigmoid/ReadVariableOp/resource" -> "4450 NASNet/separable_conv_1_normal_right1_10/Sigmoid/ReadVariableOp"; -"4450 NASNet/separable_conv_1_normal_right1_10/Sigmoid/ReadVariableOp" -> "4451 NASNet/separable_conv_1_normal_right1_10/Sigmoid"; -"4451 NASNet/separable_conv_1_normal_right1_10/Sigmoid" -> "4452 NASNet/separable_conv_1_normal_right1_10/Round"; -"4452 NASNet/separable_conv_1_normal_right1_10/Round" -> "4455 NASNet/separable_conv_1_normal_right1_10/mul"; -"4453 NASNet/separable_conv_1_normal_right1_10/ReadVariableOp/resource" -> "4454 NASNet/separable_conv_1_normal_right1_10/ReadVariableOp"; -"4454 NASNet/separable_conv_1_normal_right1_10/ReadVariableOp" -> "4455 NASNet/separable_conv_1_normal_right1_10/mul"; -"4455 NASNet/separable_conv_1_normal_right1_10/mul" -> "4465 NASNet/separable_conv_1_normal_right1_10/separable_conv2d/depthwise"; -"4456 NASNet/separable_conv_1_normal_right1_10/Sigmoid_1/ReadVariableOp/resource" -> "4457 NASNet/separable_conv_1_normal_right1_10/Sigmoid_1/ReadVariableOp"; -"4457 NASNet/separable_conv_1_normal_right1_10/Sigmoid_1/ReadVariableOp" -> "4458 NASNet/separable_conv_1_normal_right1_10/Sigmoid_1"; -"4458 NASNet/separable_conv_1_normal_right1_10/Sigmoid_1" -> "4459 NASNet/separable_conv_1_normal_right1_10/Round_1"; -"4459 NASNet/separable_conv_1_normal_right1_10/Round_1" -> "4462 NASNet/separable_conv_1_normal_right1_10/mul_1"; -"4460 NASNet/separable_conv_1_normal_right1_10/ReadVariableOp_1/resource" -> "4461 NASNet/separable_conv_1_normal_right1_10/ReadVariableOp_1"; -"4461 NASNet/separable_conv_1_normal_right1_10/ReadVariableOp_1" -> "4462 NASNet/separable_conv_1_normal_right1_10/mul_1"; -"4462 NASNet/separable_conv_1_normal_right1_10/mul_1" -> "4466 NASNet/separable_conv_1_normal_right1_10/separable_conv2d"; -"4465 NASNet/separable_conv_1_normal_right1_10/separable_conv2d/depthwise" -> "4466 NASNet/separable_conv_1_normal_right1_10/separable_conv2d"; -"4466 NASNet/separable_conv_1_normal_right1_10/separable_conv2d" -> "4520 NASNet/separable_conv_1_bn_normal_right1_10/FusedBatchNormV3"; -"4467 NASNet/separable_conv_1_normal_left1_10/Sigmoid/ReadVariableOp/resource" -> "4468 NASNet/separable_conv_1_normal_left1_10/Sigmoid/ReadVariableOp"; -"4468 NASNet/separable_conv_1_normal_left1_10/Sigmoid/ReadVariableOp" -> "4469 NASNet/separable_conv_1_normal_left1_10/Sigmoid"; -"4469 NASNet/separable_conv_1_normal_left1_10/Sigmoid" -> "4470 NASNet/separable_conv_1_normal_left1_10/Round"; -"4470 NASNet/separable_conv_1_normal_left1_10/Round" -> "4473 NASNet/separable_conv_1_normal_left1_10/mul"; -"4471 NASNet/separable_conv_1_normal_left1_10/ReadVariableOp/resource" -> "4472 NASNet/separable_conv_1_normal_left1_10/ReadVariableOp"; -"4472 NASNet/separable_conv_1_normal_left1_10/ReadVariableOp" -> "4473 NASNet/separable_conv_1_normal_left1_10/mul"; -"4473 NASNet/separable_conv_1_normal_left1_10/mul" -> "4483 NASNet/separable_conv_1_normal_left1_10/separable_conv2d/depthwise"; -"4474 NASNet/separable_conv_1_normal_left1_10/Sigmoid_1/ReadVariableOp/resource" -> "4475 NASNet/separable_conv_1_normal_left1_10/Sigmoid_1/ReadVariableOp"; -"4475 NASNet/separable_conv_1_normal_left1_10/Sigmoid_1/ReadVariableOp" -> "4476 NASNet/separable_conv_1_normal_left1_10/Sigmoid_1"; -"4476 NASNet/separable_conv_1_normal_left1_10/Sigmoid_1" -> "4477 NASNet/separable_conv_1_normal_left1_10/Round_1"; -"4477 NASNet/separable_conv_1_normal_left1_10/Round_1" -> "4480 NASNet/separable_conv_1_normal_left1_10/mul_1"; -"4478 NASNet/separable_conv_1_normal_left1_10/ReadVariableOp_1/resource" -> "4479 NASNet/separable_conv_1_normal_left1_10/ReadVariableOp_1"; -"4479 NASNet/separable_conv_1_normal_left1_10/ReadVariableOp_1" -> "4480 NASNet/separable_conv_1_normal_left1_10/mul_1"; -"4480 NASNet/separable_conv_1_normal_left1_10/mul_1" -> "4484 NASNet/separable_conv_1_normal_left1_10/separable_conv2d"; -"4483 NASNet/separable_conv_1_normal_left1_10/separable_conv2d/depthwise" -> "4484 NASNet/separable_conv_1_normal_left1_10/separable_conv2d"; -"4484 NASNet/separable_conv_1_normal_left1_10/separable_conv2d" -> "4529 NASNet/separable_conv_1_bn_normal_left1_10/FusedBatchNormV3"; -"4485 NASNet/separable_conv_1_bn_normal_left5_10/ReadVariableOp/resource" -> "4486 NASNet/separable_conv_1_bn_normal_left5_10/ReadVariableOp"; -"4486 NASNet/separable_conv_1_bn_normal_left5_10/ReadVariableOp" -> "4493 NASNet/separable_conv_1_bn_normal_left5_10/FusedBatchNormV3"; -"4487 NASNet/separable_conv_1_bn_normal_left5_10/ReadVariableOp_1/resource" -> "4488 NASNet/separable_conv_1_bn_normal_left5_10/ReadVariableOp_1"; -"4488 NASNet/separable_conv_1_bn_normal_left5_10/ReadVariableOp_1" -> "4493 NASNet/separable_conv_1_bn_normal_left5_10/FusedBatchNormV3"; -"4489 NASNet/separable_conv_1_bn_normal_left5_10/FusedBatchNormV3/ReadVariableOp/resource" -> "4490 NASNet/separable_conv_1_bn_normal_left5_10/FusedBatchNormV3/ReadVariableOp"; -"4490 NASNet/separable_conv_1_bn_normal_left5_10/FusedBatchNormV3/ReadVariableOp" -> "4493 NASNet/separable_conv_1_bn_normal_left5_10/FusedBatchNormV3"; -"4491 NASNet/separable_conv_1_bn_normal_left5_10/FusedBatchNormV3/ReadVariableOp_1/resource" -> "4492 NASNet/separable_conv_1_bn_normal_left5_10/FusedBatchNormV3/ReadVariableOp_1"; -"4492 NASNet/separable_conv_1_bn_normal_left5_10/FusedBatchNormV3/ReadVariableOp_1" -> "4493 NASNet/separable_conv_1_bn_normal_left5_10/FusedBatchNormV3"; -"4493 NASNet/separable_conv_1_bn_normal_left5_10/FusedBatchNormV3" -> "4530 NASNet/activation_162/Relu"; -"4494 NASNet/separable_conv_1_bn_normal_right2_10/ReadVariableOp/resource" -> "4495 NASNet/separable_conv_1_bn_normal_right2_10/ReadVariableOp"; -"4495 NASNet/separable_conv_1_bn_normal_right2_10/ReadVariableOp" -> "4502 NASNet/separable_conv_1_bn_normal_right2_10/FusedBatchNormV3"; -"4496 NASNet/separable_conv_1_bn_normal_right2_10/ReadVariableOp_1/resource" -> "4497 NASNet/separable_conv_1_bn_normal_right2_10/ReadVariableOp_1"; -"4497 NASNet/separable_conv_1_bn_normal_right2_10/ReadVariableOp_1" -> "4502 NASNet/separable_conv_1_bn_normal_right2_10/FusedBatchNormV3"; -"4498 NASNet/separable_conv_1_bn_normal_right2_10/FusedBatchNormV3/ReadVariableOp/resource" -> "4499 NASNet/separable_conv_1_bn_normal_right2_10/FusedBatchNormV3/ReadVariableOp"; -"4499 NASNet/separable_conv_1_bn_normal_right2_10/FusedBatchNormV3/ReadVariableOp" -> "4502 NASNet/separable_conv_1_bn_normal_right2_10/FusedBatchNormV3"; -"4500 NASNet/separable_conv_1_bn_normal_right2_10/FusedBatchNormV3/ReadVariableOp_1/resource" -> "4501 NASNet/separable_conv_1_bn_normal_right2_10/FusedBatchNormV3/ReadVariableOp_1"; -"4501 NASNet/separable_conv_1_bn_normal_right2_10/FusedBatchNormV3/ReadVariableOp_1" -> "4502 NASNet/separable_conv_1_bn_normal_right2_10/FusedBatchNormV3"; -"4502 NASNet/separable_conv_1_bn_normal_right2_10/FusedBatchNormV3" -> "4531 NASNet/activation_160/Relu"; -"4503 NASNet/separable_conv_1_bn_normal_left2_10/ReadVariableOp/resource" -> "4504 NASNet/separable_conv_1_bn_normal_left2_10/ReadVariableOp"; -"4504 NASNet/separable_conv_1_bn_normal_left2_10/ReadVariableOp" -> "4511 NASNet/separable_conv_1_bn_normal_left2_10/FusedBatchNormV3"; -"4505 NASNet/separable_conv_1_bn_normal_left2_10/ReadVariableOp_1/resource" -> "4506 NASNet/separable_conv_1_bn_normal_left2_10/ReadVariableOp_1"; -"4506 NASNet/separable_conv_1_bn_normal_left2_10/ReadVariableOp_1" -> "4511 NASNet/separable_conv_1_bn_normal_left2_10/FusedBatchNormV3"; -"4507 NASNet/separable_conv_1_bn_normal_left2_10/FusedBatchNormV3/ReadVariableOp/resource" -> "4508 NASNet/separable_conv_1_bn_normal_left2_10/FusedBatchNormV3/ReadVariableOp"; -"4508 NASNet/separable_conv_1_bn_normal_left2_10/FusedBatchNormV3/ReadVariableOp" -> "4511 NASNet/separable_conv_1_bn_normal_left2_10/FusedBatchNormV3"; -"4509 NASNet/separable_conv_1_bn_normal_left2_10/FusedBatchNormV3/ReadVariableOp_1/resource" -> "4510 NASNet/separable_conv_1_bn_normal_left2_10/FusedBatchNormV3/ReadVariableOp_1"; -"4510 NASNet/separable_conv_1_bn_normal_left2_10/FusedBatchNormV3/ReadVariableOp_1" -> "4511 NASNet/separable_conv_1_bn_normal_left2_10/FusedBatchNormV3"; -"4511 NASNet/separable_conv_1_bn_normal_left2_10/FusedBatchNormV3" -> "4532 NASNet/activation_158/Relu"; -"4512 NASNet/separable_conv_1_bn_normal_right1_10/ReadVariableOp/resource" -> "4513 NASNet/separable_conv_1_bn_normal_right1_10/ReadVariableOp"; -"4513 NASNet/separable_conv_1_bn_normal_right1_10/ReadVariableOp" -> "4520 NASNet/separable_conv_1_bn_normal_right1_10/FusedBatchNormV3"; -"4514 NASNet/separable_conv_1_bn_normal_right1_10/ReadVariableOp_1/resource" -> "4515 NASNet/separable_conv_1_bn_normal_right1_10/ReadVariableOp_1"; -"4515 NASNet/separable_conv_1_bn_normal_right1_10/ReadVariableOp_1" -> "4520 NASNet/separable_conv_1_bn_normal_right1_10/FusedBatchNormV3"; -"4516 NASNet/separable_conv_1_bn_normal_right1_10/FusedBatchNormV3/ReadVariableOp/resource" -> "4517 NASNet/separable_conv_1_bn_normal_right1_10/FusedBatchNormV3/ReadVariableOp"; -"4517 NASNet/separable_conv_1_bn_normal_right1_10/FusedBatchNormV3/ReadVariableOp" -> "4520 NASNet/separable_conv_1_bn_normal_right1_10/FusedBatchNormV3"; -"4518 NASNet/separable_conv_1_bn_normal_right1_10/FusedBatchNormV3/ReadVariableOp_1/resource" -> "4519 NASNet/separable_conv_1_bn_normal_right1_10/FusedBatchNormV3/ReadVariableOp_1"; -"4519 NASNet/separable_conv_1_bn_normal_right1_10/FusedBatchNormV3/ReadVariableOp_1" -> "4520 NASNet/separable_conv_1_bn_normal_right1_10/FusedBatchNormV3"; -"4520 NASNet/separable_conv_1_bn_normal_right1_10/FusedBatchNormV3" -> "4533 NASNet/activation_156/Relu"; -"4521 NASNet/separable_conv_1_bn_normal_left1_10/ReadVariableOp/resource" -> "4522 NASNet/separable_conv_1_bn_normal_left1_10/ReadVariableOp"; -"4522 NASNet/separable_conv_1_bn_normal_left1_10/ReadVariableOp" -> "4529 NASNet/separable_conv_1_bn_normal_left1_10/FusedBatchNormV3"; -"4523 NASNet/separable_conv_1_bn_normal_left1_10/ReadVariableOp_1/resource" -> "4524 NASNet/separable_conv_1_bn_normal_left1_10/ReadVariableOp_1"; -"4524 NASNet/separable_conv_1_bn_normal_left1_10/ReadVariableOp_1" -> "4529 NASNet/separable_conv_1_bn_normal_left1_10/FusedBatchNormV3"; -"4525 NASNet/separable_conv_1_bn_normal_left1_10/FusedBatchNormV3/ReadVariableOp/resource" -> "4526 NASNet/separable_conv_1_bn_normal_left1_10/FusedBatchNormV3/ReadVariableOp"; -"4526 NASNet/separable_conv_1_bn_normal_left1_10/FusedBatchNormV3/ReadVariableOp" -> "4529 NASNet/separable_conv_1_bn_normal_left1_10/FusedBatchNormV3"; -"4527 NASNet/separable_conv_1_bn_normal_left1_10/FusedBatchNormV3/ReadVariableOp_1/resource" -> "4528 NASNet/separable_conv_1_bn_normal_left1_10/FusedBatchNormV3/ReadVariableOp_1"; -"4528 NASNet/separable_conv_1_bn_normal_left1_10/FusedBatchNormV3/ReadVariableOp_1" -> "4529 NASNet/separable_conv_1_bn_normal_left1_10/FusedBatchNormV3"; -"4529 NASNet/separable_conv_1_bn_normal_left1_10/FusedBatchNormV3" -> "4534 NASNet/activation_154/Relu"; -"4530 NASNet/activation_162/Relu" -> "4551 NASNet/separable_conv_2_normal_left5_10/separable_conv2d/depthwise"; -"4531 NASNet/activation_160/Relu" -> "4569 NASNet/separable_conv_2_normal_right2_10/separable_conv2d/depthwise"; -"4532 NASNet/activation_158/Relu" -> "4587 NASNet/separable_conv_2_normal_left2_10/separable_conv2d/depthwise"; -"4533 NASNet/activation_156/Relu" -> "4605 NASNet/separable_conv_2_normal_right1_10/separable_conv2d/depthwise"; -"4534 NASNet/activation_154/Relu" -> "4623 NASNet/separable_conv_2_normal_left1_10/separable_conv2d/depthwise"; -"4535 NASNet/separable_conv_2_normal_left5_10/Sigmoid/ReadVariableOp/resource" -> "4536 NASNet/separable_conv_2_normal_left5_10/Sigmoid/ReadVariableOp"; -"4536 NASNet/separable_conv_2_normal_left5_10/Sigmoid/ReadVariableOp" -> "4537 NASNet/separable_conv_2_normal_left5_10/Sigmoid"; -"4537 NASNet/separable_conv_2_normal_left5_10/Sigmoid" -> "4538 NASNet/separable_conv_2_normal_left5_10/Round"; -"4538 NASNet/separable_conv_2_normal_left5_10/Round" -> "4541 NASNet/separable_conv_2_normal_left5_10/mul"; -"4539 NASNet/separable_conv_2_normal_left5_10/ReadVariableOp/resource" -> "4540 NASNet/separable_conv_2_normal_left5_10/ReadVariableOp"; -"4540 NASNet/separable_conv_2_normal_left5_10/ReadVariableOp" -> "4541 NASNet/separable_conv_2_normal_left5_10/mul"; -"4541 NASNet/separable_conv_2_normal_left5_10/mul" -> "4551 NASNet/separable_conv_2_normal_left5_10/separable_conv2d/depthwise"; -"4542 NASNet/separable_conv_2_normal_left5_10/Sigmoid_1/ReadVariableOp/resource" -> "4543 NASNet/separable_conv_2_normal_left5_10/Sigmoid_1/ReadVariableOp"; -"4543 NASNet/separable_conv_2_normal_left5_10/Sigmoid_1/ReadVariableOp" -> "4544 NASNet/separable_conv_2_normal_left5_10/Sigmoid_1"; -"4544 NASNet/separable_conv_2_normal_left5_10/Sigmoid_1" -> "4545 NASNet/separable_conv_2_normal_left5_10/Round_1"; -"4545 NASNet/separable_conv_2_normal_left5_10/Round_1" -> "4548 NASNet/separable_conv_2_normal_left5_10/mul_1"; -"4546 NASNet/separable_conv_2_normal_left5_10/ReadVariableOp_1/resource" -> "4547 NASNet/separable_conv_2_normal_left5_10/ReadVariableOp_1"; -"4547 NASNet/separable_conv_2_normal_left5_10/ReadVariableOp_1" -> "4548 NASNet/separable_conv_2_normal_left5_10/mul_1"; -"4548 NASNet/separable_conv_2_normal_left5_10/mul_1" -> "4552 NASNet/separable_conv_2_normal_left5_10/separable_conv2d"; -"4551 NASNet/separable_conv_2_normal_left5_10/separable_conv2d/depthwise" -> "4552 NASNet/separable_conv_2_normal_left5_10/separable_conv2d"; -"4552 NASNet/separable_conv_2_normal_left5_10/separable_conv2d" -> "4633 NASNet/separable_conv_2_bn_normal_left5_10/FusedBatchNormV3"; -"4553 NASNet/separable_conv_2_normal_right2_10/Sigmoid/ReadVariableOp/resource" -> "4554 NASNet/separable_conv_2_normal_right2_10/Sigmoid/ReadVariableOp"; -"4554 NASNet/separable_conv_2_normal_right2_10/Sigmoid/ReadVariableOp" -> "4555 NASNet/separable_conv_2_normal_right2_10/Sigmoid"; -"4555 NASNet/separable_conv_2_normal_right2_10/Sigmoid" -> "4556 NASNet/separable_conv_2_normal_right2_10/Round"; -"4556 NASNet/separable_conv_2_normal_right2_10/Round" -> "4559 NASNet/separable_conv_2_normal_right2_10/mul"; -"4557 NASNet/separable_conv_2_normal_right2_10/ReadVariableOp/resource" -> "4558 NASNet/separable_conv_2_normal_right2_10/ReadVariableOp"; -"4558 NASNet/separable_conv_2_normal_right2_10/ReadVariableOp" -> "4559 NASNet/separable_conv_2_normal_right2_10/mul"; -"4559 NASNet/separable_conv_2_normal_right2_10/mul" -> "4569 NASNet/separable_conv_2_normal_right2_10/separable_conv2d/depthwise"; -"4560 NASNet/separable_conv_2_normal_right2_10/Sigmoid_1/ReadVariableOp/resource" -> "4561 NASNet/separable_conv_2_normal_right2_10/Sigmoid_1/ReadVariableOp"; -"4561 NASNet/separable_conv_2_normal_right2_10/Sigmoid_1/ReadVariableOp" -> "4562 NASNet/separable_conv_2_normal_right2_10/Sigmoid_1"; -"4562 NASNet/separable_conv_2_normal_right2_10/Sigmoid_1" -> "4563 NASNet/separable_conv_2_normal_right2_10/Round_1"; -"4563 NASNet/separable_conv_2_normal_right2_10/Round_1" -> "4566 NASNet/separable_conv_2_normal_right2_10/mul_1"; -"4564 NASNet/separable_conv_2_normal_right2_10/ReadVariableOp_1/resource" -> "4565 NASNet/separable_conv_2_normal_right2_10/ReadVariableOp_1"; -"4565 NASNet/separable_conv_2_normal_right2_10/ReadVariableOp_1" -> "4566 NASNet/separable_conv_2_normal_right2_10/mul_1"; -"4566 NASNet/separable_conv_2_normal_right2_10/mul_1" -> "4570 NASNet/separable_conv_2_normal_right2_10/separable_conv2d"; -"4569 NASNet/separable_conv_2_normal_right2_10/separable_conv2d/depthwise" -> "4570 NASNet/separable_conv_2_normal_right2_10/separable_conv2d"; -"4570 NASNet/separable_conv_2_normal_right2_10/separable_conv2d" -> "4654 NASNet/separable_conv_2_bn_normal_right2_10/FusedBatchNormV3"; -"4571 NASNet/separable_conv_2_normal_left2_10/Sigmoid/ReadVariableOp/resource" -> "4572 NASNet/separable_conv_2_normal_left2_10/Sigmoid/ReadVariableOp"; -"4572 NASNet/separable_conv_2_normal_left2_10/Sigmoid/ReadVariableOp" -> "4573 NASNet/separable_conv_2_normal_left2_10/Sigmoid"; -"4573 NASNet/separable_conv_2_normal_left2_10/Sigmoid" -> "4574 NASNet/separable_conv_2_normal_left2_10/Round"; -"4574 NASNet/separable_conv_2_normal_left2_10/Round" -> "4577 NASNet/separable_conv_2_normal_left2_10/mul"; -"4575 NASNet/separable_conv_2_normal_left2_10/ReadVariableOp/resource" -> "4576 NASNet/separable_conv_2_normal_left2_10/ReadVariableOp"; -"4576 NASNet/separable_conv_2_normal_left2_10/ReadVariableOp" -> "4577 NASNet/separable_conv_2_normal_left2_10/mul"; -"4577 NASNet/separable_conv_2_normal_left2_10/mul" -> "4587 NASNet/separable_conv_2_normal_left2_10/separable_conv2d/depthwise"; -"4578 NASNet/separable_conv_2_normal_left2_10/Sigmoid_1/ReadVariableOp/resource" -> "4579 NASNet/separable_conv_2_normal_left2_10/Sigmoid_1/ReadVariableOp"; -"4579 NASNet/separable_conv_2_normal_left2_10/Sigmoid_1/ReadVariableOp" -> "4580 NASNet/separable_conv_2_normal_left2_10/Sigmoid_1"; -"4580 NASNet/separable_conv_2_normal_left2_10/Sigmoid_1" -> "4581 NASNet/separable_conv_2_normal_left2_10/Round_1"; -"4581 NASNet/separable_conv_2_normal_left2_10/Round_1" -> "4584 NASNet/separable_conv_2_normal_left2_10/mul_1"; -"4582 NASNet/separable_conv_2_normal_left2_10/ReadVariableOp_1/resource" -> "4583 NASNet/separable_conv_2_normal_left2_10/ReadVariableOp_1"; -"4583 NASNet/separable_conv_2_normal_left2_10/ReadVariableOp_1" -> "4584 NASNet/separable_conv_2_normal_left2_10/mul_1"; -"4584 NASNet/separable_conv_2_normal_left2_10/mul_1" -> "4588 NASNet/separable_conv_2_normal_left2_10/separable_conv2d"; -"4587 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NASNet/normal_concat_10/concat"; -"4676 NASNet/normal_add_4_10/add" -> "4679 NASNet/normal_concat_10/concat"; -"4677 NASNet/normal_add_5_10/add" -> "4679 NASNet/normal_concat_10/concat"; -"4678 NASNet/normal_concat_10/concat/axis" -> "4679 NASNet/normal_concat_10/concat"; -"4679 NASNet/normal_concat_10/concat" -> "4680 NASNet/activation_164/Relu"; -"4679 NASNet/normal_concat_10/concat" -> "5007 NASNet/activation_175/Relu"; -"4680 NASNet/activation_164/Relu" -> "4689 NASNet/normal_conv_1_11/Conv2D"; -"4681 NASNet/activation_163/Relu" -> "4697 NASNet/adjust_conv_projection_11/Conv2D"; -"4682 NASNet/normal_conv_1_11/Sigmoid/ReadVariableOp/resource" -> "4683 NASNet/normal_conv_1_11/Sigmoid/ReadVariableOp"; -"4683 NASNet/normal_conv_1_11/Sigmoid/ReadVariableOp" -> "4684 NASNet/normal_conv_1_11/Sigmoid"; -"4684 NASNet/normal_conv_1_11/Sigmoid" -> "4685 NASNet/normal_conv_1_11/Round"; -"4685 NASNet/normal_conv_1_11/Round" -> "4688 NASNet/normal_conv_1_11/mul"; -"4686 NASNet/normal_conv_1_11/ReadVariableOp/resource" -> "4687 NASNet/normal_conv_1_11/ReadVariableOp"; -"4687 NASNet/normal_conv_1_11/ReadVariableOp" -> "4688 NASNet/normal_conv_1_11/mul"; -"4688 NASNet/normal_conv_1_11/mul" -> "4689 NASNet/normal_conv_1_11/Conv2D"; -"4689 NASNet/normal_conv_1_11/Conv2D" -> "4715 NASNet/normal_bn_1_11/FusedBatchNormV3"; -"4690 NASNet/adjust_conv_projection_11/Sigmoid/ReadVariableOp/resource" -> "4691 NASNet/adjust_conv_projection_11/Sigmoid/ReadVariableOp"; -"4691 NASNet/adjust_conv_projection_11/Sigmoid/ReadVariableOp" -> "4692 NASNet/adjust_conv_projection_11/Sigmoid"; -"4692 NASNet/adjust_conv_projection_11/Sigmoid" -> "4693 NASNet/adjust_conv_projection_11/Round"; -"4693 NASNet/adjust_conv_projection_11/Round" -> "4696 NASNet/adjust_conv_projection_11/mul"; -"4694 NASNet/adjust_conv_projection_11/ReadVariableOp/resource" -> "4695 NASNet/adjust_conv_projection_11/ReadVariableOp"; -"4695 NASNet/adjust_conv_projection_11/ReadVariableOp" -> "4696 NASNet/adjust_conv_projection_11/mul"; -"4696 NASNet/adjust_conv_projection_11/mul" -> "4697 NASNet/adjust_conv_projection_11/Conv2D"; -"4697 NASNet/adjust_conv_projection_11/Conv2D" -> "4706 NASNet/adjust_bn_11/FusedBatchNormV3"; -"4698 NASNet/adjust_bn_11/ReadVariableOp/resource" -> "4699 NASNet/adjust_bn_11/ReadVariableOp"; -"4699 NASNet/adjust_bn_11/ReadVariableOp" -> "4706 NASNet/adjust_bn_11/FusedBatchNormV3"; -"4700 NASNet/adjust_bn_11/ReadVariableOp_1/resource" -> "4701 NASNet/adjust_bn_11/ReadVariableOp_1"; -"4701 NASNet/adjust_bn_11/ReadVariableOp_1" -> "4706 NASNet/adjust_bn_11/FusedBatchNormV3"; -"4702 NASNet/adjust_bn_11/FusedBatchNormV3/ReadVariableOp/resource" -> "4703 NASNet/adjust_bn_11/FusedBatchNormV3/ReadVariableOp"; -"4703 NASNet/adjust_bn_11/FusedBatchNormV3/ReadVariableOp" -> "4706 NASNet/adjust_bn_11/FusedBatchNormV3"; -"4704 NASNet/adjust_bn_11/FusedBatchNormV3/ReadVariableOp_1/resource" -> "4705 NASNet/adjust_bn_11/FusedBatchNormV3/ReadVariableOp_1"; -"4705 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NASNet/separable_conv_1_normal_left5_11/separable_conv2d/depthwise"; -"4717 NASNet/activation_171/Relu" -> "4755 NASNet/separable_conv_1_normal_right2_11/separable_conv2d/depthwise"; -"4718 NASNet/activation_169/Relu" -> "4773 NASNet/separable_conv_1_normal_left2_11/separable_conv2d/depthwise"; -"4719 NASNet/activation_167/Relu" -> "4791 NASNet/separable_conv_1_normal_right1_11/separable_conv2d/depthwise"; -"4720 NASNet/activation_165/Relu" -> "4809 NASNet/separable_conv_1_normal_left1_11/separable_conv2d/depthwise"; -"4721 NASNet/separable_conv_1_normal_left5_11/Sigmoid/ReadVariableOp/resource" -> "4722 NASNet/separable_conv_1_normal_left5_11/Sigmoid/ReadVariableOp"; -"4722 NASNet/separable_conv_1_normal_left5_11/Sigmoid/ReadVariableOp" -> "4723 NASNet/separable_conv_1_normal_left5_11/Sigmoid"; -"4723 NASNet/separable_conv_1_normal_left5_11/Sigmoid" -> "4724 NASNet/separable_conv_1_normal_left5_11/Round"; -"4724 NASNet/separable_conv_1_normal_left5_11/Round" -> "4727 NASNet/separable_conv_1_normal_left5_11/mul"; -"4725 NASNet/separable_conv_1_normal_left5_11/ReadVariableOp/resource" -> "4726 NASNet/separable_conv_1_normal_left5_11/ReadVariableOp"; -"4726 NASNet/separable_conv_1_normal_left5_11/ReadVariableOp" -> "4727 NASNet/separable_conv_1_normal_left5_11/mul"; -"4727 NASNet/separable_conv_1_normal_left5_11/mul" -> "4737 NASNet/separable_conv_1_normal_left5_11/separable_conv2d/depthwise"; -"4728 NASNet/separable_conv_1_normal_left5_11/Sigmoid_1/ReadVariableOp/resource" -> "4729 NASNet/separable_conv_1_normal_left5_11/Sigmoid_1/ReadVariableOp"; -"4729 NASNet/separable_conv_1_normal_left5_11/Sigmoid_1/ReadVariableOp" -> "4730 NASNet/separable_conv_1_normal_left5_11/Sigmoid_1"; -"4730 NASNet/separable_conv_1_normal_left5_11/Sigmoid_1" -> "4731 NASNet/separable_conv_1_normal_left5_11/Round_1"; -"4731 NASNet/separable_conv_1_normal_left5_11/Round_1" -> "4734 NASNet/separable_conv_1_normal_left5_11/mul_1"; -"4732 NASNet/separable_conv_1_normal_left5_11/ReadVariableOp_1/resource" -> "4733 NASNet/separable_conv_1_normal_left5_11/ReadVariableOp_1"; -"4733 NASNet/separable_conv_1_normal_left5_11/ReadVariableOp_1" -> "4734 NASNet/separable_conv_1_normal_left5_11/mul_1"; -"4734 NASNet/separable_conv_1_normal_left5_11/mul_1" -> "4738 NASNet/separable_conv_1_normal_left5_11/separable_conv2d"; -"4737 NASNet/separable_conv_1_normal_left5_11/separable_conv2d/depthwise" -> "4738 NASNet/separable_conv_1_normal_left5_11/separable_conv2d"; -"4738 NASNet/separable_conv_1_normal_left5_11/separable_conv2d" -> "4819 NASNet/separable_conv_1_bn_normal_left5_11/FusedBatchNormV3"; -"4739 NASNet/separable_conv_1_normal_right2_11/Sigmoid/ReadVariableOp/resource" -> "4740 NASNet/separable_conv_1_normal_right2_11/Sigmoid/ReadVariableOp"; -"4740 NASNet/separable_conv_1_normal_right2_11/Sigmoid/ReadVariableOp" -> "4741 NASNet/separable_conv_1_normal_right2_11/Sigmoid"; -"4741 NASNet/separable_conv_1_normal_right2_11/Sigmoid" -> "4742 NASNet/separable_conv_1_normal_right2_11/Round"; -"4742 NASNet/separable_conv_1_normal_right2_11/Round" -> "4745 NASNet/separable_conv_1_normal_right2_11/mul"; -"4743 NASNet/separable_conv_1_normal_right2_11/ReadVariableOp/resource" -> "4744 NASNet/separable_conv_1_normal_right2_11/ReadVariableOp"; -"4744 NASNet/separable_conv_1_normal_right2_11/ReadVariableOp" -> "4745 NASNet/separable_conv_1_normal_right2_11/mul"; -"4745 NASNet/separable_conv_1_normal_right2_11/mul" -> "4755 NASNet/separable_conv_1_normal_right2_11/separable_conv2d/depthwise"; -"4746 NASNet/separable_conv_1_normal_right2_11/Sigmoid_1/ReadVariableOp/resource" -> "4747 NASNet/separable_conv_1_normal_right2_11/Sigmoid_1/ReadVariableOp"; -"4747 NASNet/separable_conv_1_normal_right2_11/Sigmoid_1/ReadVariableOp" -> "4748 NASNet/separable_conv_1_normal_right2_11/Sigmoid_1"; -"4748 NASNet/separable_conv_1_normal_right2_11/Sigmoid_1" -> "4749 NASNet/separable_conv_1_normal_right2_11/Round_1"; -"4749 NASNet/separable_conv_1_normal_right2_11/Round_1" -> "4752 NASNet/separable_conv_1_normal_right2_11/mul_1"; -"4750 NASNet/separable_conv_1_normal_right2_11/ReadVariableOp_1/resource" -> "4751 NASNet/separable_conv_1_normal_right2_11/ReadVariableOp_1"; -"4751 NASNet/separable_conv_1_normal_right2_11/ReadVariableOp_1" -> "4752 NASNet/separable_conv_1_normal_right2_11/mul_1"; -"4752 NASNet/separable_conv_1_normal_right2_11/mul_1" -> "4756 NASNet/separable_conv_1_normal_right2_11/separable_conv2d"; -"4755 NASNet/separable_conv_1_normal_right2_11/separable_conv2d/depthwise" -> "4756 NASNet/separable_conv_1_normal_right2_11/separable_conv2d"; -"4756 NASNet/separable_conv_1_normal_right2_11/separable_conv2d" -> "4828 NASNet/separable_conv_1_bn_normal_right2_11/FusedBatchNormV3"; -"4757 NASNet/separable_conv_1_normal_left2_11/Sigmoid/ReadVariableOp/resource" -> "4758 NASNet/separable_conv_1_normal_left2_11/Sigmoid/ReadVariableOp"; -"4758 NASNet/separable_conv_1_normal_left2_11/Sigmoid/ReadVariableOp" -> "4759 NASNet/separable_conv_1_normal_left2_11/Sigmoid"; -"4759 NASNet/separable_conv_1_normal_left2_11/Sigmoid" -> "4760 NASNet/separable_conv_1_normal_left2_11/Round"; -"4760 NASNet/separable_conv_1_normal_left2_11/Round" -> "4763 NASNet/separable_conv_1_normal_left2_11/mul"; -"4761 NASNet/separable_conv_1_normal_left2_11/ReadVariableOp/resource" -> "4762 NASNet/separable_conv_1_normal_left2_11/ReadVariableOp"; -"4762 NASNet/separable_conv_1_normal_left2_11/ReadVariableOp" -> "4763 NASNet/separable_conv_1_normal_left2_11/mul"; -"4763 NASNet/separable_conv_1_normal_left2_11/mul" -> "4773 NASNet/separable_conv_1_normal_left2_11/separable_conv2d/depthwise"; -"4764 NASNet/separable_conv_1_normal_left2_11/Sigmoid_1/ReadVariableOp/resource" -> "4765 NASNet/separable_conv_1_normal_left2_11/Sigmoid_1/ReadVariableOp"; -"4765 NASNet/separable_conv_1_normal_left2_11/Sigmoid_1/ReadVariableOp" -> "4766 NASNet/separable_conv_1_normal_left2_11/Sigmoid_1"; -"4766 NASNet/separable_conv_1_normal_left2_11/Sigmoid_1" -> "4767 NASNet/separable_conv_1_normal_left2_11/Round_1"; -"4767 NASNet/separable_conv_1_normal_left2_11/Round_1" -> "4770 NASNet/separable_conv_1_normal_left2_11/mul_1"; -"4768 NASNet/separable_conv_1_normal_left2_11/ReadVariableOp_1/resource" -> "4769 NASNet/separable_conv_1_normal_left2_11/ReadVariableOp_1"; -"4769 NASNet/separable_conv_1_normal_left2_11/ReadVariableOp_1" -> "4770 NASNet/separable_conv_1_normal_left2_11/mul_1"; -"4770 NASNet/separable_conv_1_normal_left2_11/mul_1" -> "4774 NASNet/separable_conv_1_normal_left2_11/separable_conv2d"; -"4773 NASNet/separable_conv_1_normal_left2_11/separable_conv2d/depthwise" -> "4774 NASNet/separable_conv_1_normal_left2_11/separable_conv2d"; -"4774 NASNet/separable_conv_1_normal_left2_11/separable_conv2d" -> "4837 NASNet/separable_conv_1_bn_normal_left2_11/FusedBatchNormV3"; -"4775 NASNet/separable_conv_1_normal_right1_11/Sigmoid/ReadVariableOp/resource" -> "4776 NASNet/separable_conv_1_normal_right1_11/Sigmoid/ReadVariableOp"; -"4776 NASNet/separable_conv_1_normal_right1_11/Sigmoid/ReadVariableOp" -> "4777 NASNet/separable_conv_1_normal_right1_11/Sigmoid"; -"4777 NASNet/separable_conv_1_normal_right1_11/Sigmoid" -> "4778 NASNet/separable_conv_1_normal_right1_11/Round"; -"4778 NASNet/separable_conv_1_normal_right1_11/Round" -> "4781 NASNet/separable_conv_1_normal_right1_11/mul"; -"4779 NASNet/separable_conv_1_normal_right1_11/ReadVariableOp/resource" -> "4780 NASNet/separable_conv_1_normal_right1_11/ReadVariableOp"; -"4780 NASNet/separable_conv_1_normal_right1_11/ReadVariableOp" -> "4781 NASNet/separable_conv_1_normal_right1_11/mul"; -"4781 NASNet/separable_conv_1_normal_right1_11/mul" -> "4791 NASNet/separable_conv_1_normal_right1_11/separable_conv2d/depthwise"; -"4782 NASNet/separable_conv_1_normal_right1_11/Sigmoid_1/ReadVariableOp/resource" -> "4783 NASNet/separable_conv_1_normal_right1_11/Sigmoid_1/ReadVariableOp"; -"4783 NASNet/separable_conv_1_normal_right1_11/Sigmoid_1/ReadVariableOp" -> "4784 NASNet/separable_conv_1_normal_right1_11/Sigmoid_1"; -"4784 NASNet/separable_conv_1_normal_right1_11/Sigmoid_1" -> "4785 NASNet/separable_conv_1_normal_right1_11/Round_1"; -"4785 NASNet/separable_conv_1_normal_right1_11/Round_1" -> "4788 NASNet/separable_conv_1_normal_right1_11/mul_1"; -"4786 NASNet/separable_conv_1_normal_right1_11/ReadVariableOp_1/resource" -> "4787 NASNet/separable_conv_1_normal_right1_11/ReadVariableOp_1"; -"4787 NASNet/separable_conv_1_normal_right1_11/ReadVariableOp_1" -> "4788 NASNet/separable_conv_1_normal_right1_11/mul_1"; -"4788 NASNet/separable_conv_1_normal_right1_11/mul_1" -> "4792 NASNet/separable_conv_1_normal_right1_11/separable_conv2d"; -"4791 NASNet/separable_conv_1_normal_right1_11/separable_conv2d/depthwise" -> "4792 NASNet/separable_conv_1_normal_right1_11/separable_conv2d"; -"4792 NASNet/separable_conv_1_normal_right1_11/separable_conv2d" -> "4846 NASNet/separable_conv_1_bn_normal_right1_11/FusedBatchNormV3"; -"4793 NASNet/separable_conv_1_normal_left1_11/Sigmoid/ReadVariableOp/resource" -> "4794 NASNet/separable_conv_1_normal_left1_11/Sigmoid/ReadVariableOp"; -"4794 NASNet/separable_conv_1_normal_left1_11/Sigmoid/ReadVariableOp" -> "4795 NASNet/separable_conv_1_normal_left1_11/Sigmoid"; -"4795 NASNet/separable_conv_1_normal_left1_11/Sigmoid" -> "4796 NASNet/separable_conv_1_normal_left1_11/Round"; -"4796 NASNet/separable_conv_1_normal_left1_11/Round" -> "4799 NASNet/separable_conv_1_normal_left1_11/mul"; -"4797 NASNet/separable_conv_1_normal_left1_11/ReadVariableOp/resource" -> "4798 NASNet/separable_conv_1_normal_left1_11/ReadVariableOp"; -"4798 NASNet/separable_conv_1_normal_left1_11/ReadVariableOp" -> "4799 NASNet/separable_conv_1_normal_left1_11/mul"; -"4799 NASNet/separable_conv_1_normal_left1_11/mul" -> "4809 NASNet/separable_conv_1_normal_left1_11/separable_conv2d/depthwise"; -"4800 NASNet/separable_conv_1_normal_left1_11/Sigmoid_1/ReadVariableOp/resource" -> "4801 NASNet/separable_conv_1_normal_left1_11/Sigmoid_1/ReadVariableOp"; -"4801 NASNet/separable_conv_1_normal_left1_11/Sigmoid_1/ReadVariableOp" -> "4802 NASNet/separable_conv_1_normal_left1_11/Sigmoid_1"; -"4802 NASNet/separable_conv_1_normal_left1_11/Sigmoid_1" -> "4803 NASNet/separable_conv_1_normal_left1_11/Round_1"; -"4803 NASNet/separable_conv_1_normal_left1_11/Round_1" -> "4806 NASNet/separable_conv_1_normal_left1_11/mul_1"; -"4804 NASNet/separable_conv_1_normal_left1_11/ReadVariableOp_1/resource" -> "4805 NASNet/separable_conv_1_normal_left1_11/ReadVariableOp_1"; -"4805 NASNet/separable_conv_1_normal_left1_11/ReadVariableOp_1" -> "4806 NASNet/separable_conv_1_normal_left1_11/mul_1"; -"4806 NASNet/separable_conv_1_normal_left1_11/mul_1" -> "4810 NASNet/separable_conv_1_normal_left1_11/separable_conv2d"; -"4809 NASNet/separable_conv_1_normal_left1_11/separable_conv2d/depthwise" -> "4810 NASNet/separable_conv_1_normal_left1_11/separable_conv2d"; -"4810 NASNet/separable_conv_1_normal_left1_11/separable_conv2d" -> "4855 NASNet/separable_conv_1_bn_normal_left1_11/FusedBatchNormV3"; -"4811 NASNet/separable_conv_1_bn_normal_left5_11/ReadVariableOp/resource" -> "4812 NASNet/separable_conv_1_bn_normal_left5_11/ReadVariableOp"; -"4812 NASNet/separable_conv_1_bn_normal_left5_11/ReadVariableOp" -> "4819 NASNet/separable_conv_1_bn_normal_left5_11/FusedBatchNormV3"; -"4813 NASNet/separable_conv_1_bn_normal_left5_11/ReadVariableOp_1/resource" -> "4814 NASNet/separable_conv_1_bn_normal_left5_11/ReadVariableOp_1"; -"4814 NASNet/separable_conv_1_bn_normal_left5_11/ReadVariableOp_1" -> "4819 NASNet/separable_conv_1_bn_normal_left5_11/FusedBatchNormV3"; -"4815 NASNet/separable_conv_1_bn_normal_left5_11/FusedBatchNormV3/ReadVariableOp/resource" -> "4816 NASNet/separable_conv_1_bn_normal_left5_11/FusedBatchNormV3/ReadVariableOp"; -"4816 NASNet/separable_conv_1_bn_normal_left5_11/FusedBatchNormV3/ReadVariableOp" -> "4819 NASNet/separable_conv_1_bn_normal_left5_11/FusedBatchNormV3"; -"4817 NASNet/separable_conv_1_bn_normal_left5_11/FusedBatchNormV3/ReadVariableOp_1/resource" -> "4818 NASNet/separable_conv_1_bn_normal_left5_11/FusedBatchNormV3/ReadVariableOp_1"; -"4818 NASNet/separable_conv_1_bn_normal_left5_11/FusedBatchNormV3/ReadVariableOp_1" -> "4819 NASNet/separable_conv_1_bn_normal_left5_11/FusedBatchNormV3"; -"4819 NASNet/separable_conv_1_bn_normal_left5_11/FusedBatchNormV3" -> "4856 NASNet/activation_174/Relu"; -"4820 NASNet/separable_conv_1_bn_normal_right2_11/ReadVariableOp/resource" -> "4821 NASNet/separable_conv_1_bn_normal_right2_11/ReadVariableOp"; -"4821 NASNet/separable_conv_1_bn_normal_right2_11/ReadVariableOp" -> "4828 NASNet/separable_conv_1_bn_normal_right2_11/FusedBatchNormV3"; -"4822 NASNet/separable_conv_1_bn_normal_right2_11/ReadVariableOp_1/resource" -> "4823 NASNet/separable_conv_1_bn_normal_right2_11/ReadVariableOp_1"; -"4823 NASNet/separable_conv_1_bn_normal_right2_11/ReadVariableOp_1" -> "4828 NASNet/separable_conv_1_bn_normal_right2_11/FusedBatchNormV3"; -"4824 NASNet/separable_conv_1_bn_normal_right2_11/FusedBatchNormV3/ReadVariableOp/resource" -> "4825 NASNet/separable_conv_1_bn_normal_right2_11/FusedBatchNormV3/ReadVariableOp"; -"4825 NASNet/separable_conv_1_bn_normal_right2_11/FusedBatchNormV3/ReadVariableOp" -> "4828 NASNet/separable_conv_1_bn_normal_right2_11/FusedBatchNormV3"; -"4826 NASNet/separable_conv_1_bn_normal_right2_11/FusedBatchNormV3/ReadVariableOp_1/resource" -> "4827 NASNet/separable_conv_1_bn_normal_right2_11/FusedBatchNormV3/ReadVariableOp_1"; -"4827 NASNet/separable_conv_1_bn_normal_right2_11/FusedBatchNormV3/ReadVariableOp_1" -> "4828 NASNet/separable_conv_1_bn_normal_right2_11/FusedBatchNormV3"; -"4828 NASNet/separable_conv_1_bn_normal_right2_11/FusedBatchNormV3" -> "4857 NASNet/activation_172/Relu"; -"4829 NASNet/separable_conv_1_bn_normal_left2_11/ReadVariableOp/resource" -> "4830 NASNet/separable_conv_1_bn_normal_left2_11/ReadVariableOp"; -"4830 NASNet/separable_conv_1_bn_normal_left2_11/ReadVariableOp" -> "4837 NASNet/separable_conv_1_bn_normal_left2_11/FusedBatchNormV3"; -"4831 NASNet/separable_conv_1_bn_normal_left2_11/ReadVariableOp_1/resource" -> "4832 NASNet/separable_conv_1_bn_normal_left2_11/ReadVariableOp_1"; -"4832 NASNet/separable_conv_1_bn_normal_left2_11/ReadVariableOp_1" -> "4837 NASNet/separable_conv_1_bn_normal_left2_11/FusedBatchNormV3"; -"4833 NASNet/separable_conv_1_bn_normal_left2_11/FusedBatchNormV3/ReadVariableOp/resource" -> "4834 NASNet/separable_conv_1_bn_normal_left2_11/FusedBatchNormV3/ReadVariableOp"; -"4834 NASNet/separable_conv_1_bn_normal_left2_11/FusedBatchNormV3/ReadVariableOp" -> "4837 NASNet/separable_conv_1_bn_normal_left2_11/FusedBatchNormV3"; -"4835 NASNet/separable_conv_1_bn_normal_left2_11/FusedBatchNormV3/ReadVariableOp_1/resource" -> "4836 NASNet/separable_conv_1_bn_normal_left2_11/FusedBatchNormV3/ReadVariableOp_1"; -"4836 NASNet/separable_conv_1_bn_normal_left2_11/FusedBatchNormV3/ReadVariableOp_1" -> "4837 NASNet/separable_conv_1_bn_normal_left2_11/FusedBatchNormV3"; -"4837 NASNet/separable_conv_1_bn_normal_left2_11/FusedBatchNormV3" -> "4858 NASNet/activation_170/Relu"; -"4838 NASNet/separable_conv_1_bn_normal_right1_11/ReadVariableOp/resource" -> "4839 NASNet/separable_conv_1_bn_normal_right1_11/ReadVariableOp"; -"4839 NASNet/separable_conv_1_bn_normal_right1_11/ReadVariableOp" -> "4846 NASNet/separable_conv_1_bn_normal_right1_11/FusedBatchNormV3"; -"4840 NASNet/separable_conv_1_bn_normal_right1_11/ReadVariableOp_1/resource" -> "4841 NASNet/separable_conv_1_bn_normal_right1_11/ReadVariableOp_1"; -"4841 NASNet/separable_conv_1_bn_normal_right1_11/ReadVariableOp_1" -> "4846 NASNet/separable_conv_1_bn_normal_right1_11/FusedBatchNormV3"; -"4842 NASNet/separable_conv_1_bn_normal_right1_11/FusedBatchNormV3/ReadVariableOp/resource" -> "4843 NASNet/separable_conv_1_bn_normal_right1_11/FusedBatchNormV3/ReadVariableOp"; -"4843 NASNet/separable_conv_1_bn_normal_right1_11/FusedBatchNormV3/ReadVariableOp" -> "4846 NASNet/separable_conv_1_bn_normal_right1_11/FusedBatchNormV3"; -"4844 NASNet/separable_conv_1_bn_normal_right1_11/FusedBatchNormV3/ReadVariableOp_1/resource" -> "4845 NASNet/separable_conv_1_bn_normal_right1_11/FusedBatchNormV3/ReadVariableOp_1"; -"4845 NASNet/separable_conv_1_bn_normal_right1_11/FusedBatchNormV3/ReadVariableOp_1" -> "4846 NASNet/separable_conv_1_bn_normal_right1_11/FusedBatchNormV3"; -"4846 NASNet/separable_conv_1_bn_normal_right1_11/FusedBatchNormV3" -> "4859 NASNet/activation_168/Relu"; -"4847 NASNet/separable_conv_1_bn_normal_left1_11/ReadVariableOp/resource" -> "4848 NASNet/separable_conv_1_bn_normal_left1_11/ReadVariableOp"; -"4848 NASNet/separable_conv_1_bn_normal_left1_11/ReadVariableOp" -> "4855 NASNet/separable_conv_1_bn_normal_left1_11/FusedBatchNormV3"; -"4849 NASNet/separable_conv_1_bn_normal_left1_11/ReadVariableOp_1/resource" -> "4850 NASNet/separable_conv_1_bn_normal_left1_11/ReadVariableOp_1"; -"4850 NASNet/separable_conv_1_bn_normal_left1_11/ReadVariableOp_1" -> "4855 NASNet/separable_conv_1_bn_normal_left1_11/FusedBatchNormV3"; -"4851 NASNet/separable_conv_1_bn_normal_left1_11/FusedBatchNormV3/ReadVariableOp/resource" -> "4852 NASNet/separable_conv_1_bn_normal_left1_11/FusedBatchNormV3/ReadVariableOp"; -"4852 NASNet/separable_conv_1_bn_normal_left1_11/FusedBatchNormV3/ReadVariableOp" -> "4855 NASNet/separable_conv_1_bn_normal_left1_11/FusedBatchNormV3"; -"4853 NASNet/separable_conv_1_bn_normal_left1_11/FusedBatchNormV3/ReadVariableOp_1/resource" -> "4854 NASNet/separable_conv_1_bn_normal_left1_11/FusedBatchNormV3/ReadVariableOp_1"; -"4854 NASNet/separable_conv_1_bn_normal_left1_11/FusedBatchNormV3/ReadVariableOp_1" -> "4855 NASNet/separable_conv_1_bn_normal_left1_11/FusedBatchNormV3"; -"4855 NASNet/separable_conv_1_bn_normal_left1_11/FusedBatchNormV3" -> "4860 NASNet/activation_166/Relu"; -"4856 NASNet/activation_174/Relu" -> "4877 NASNet/separable_conv_2_normal_left5_11/separable_conv2d/depthwise"; -"4857 NASNet/activation_172/Relu" -> "4895 NASNet/separable_conv_2_normal_right2_11/separable_conv2d/depthwise"; -"4858 NASNet/activation_170/Relu" -> "4913 NASNet/separable_conv_2_normal_left2_11/separable_conv2d/depthwise"; -"4859 NASNet/activation_168/Relu" -> "4931 NASNet/separable_conv_2_normal_right1_11/separable_conv2d/depthwise"; -"4860 NASNet/activation_166/Relu" -> "4949 NASNet/separable_conv_2_normal_left1_11/separable_conv2d/depthwise"; -"4861 NASNet/separable_conv_2_normal_left5_11/Sigmoid/ReadVariableOp/resource" -> "4862 NASNet/separable_conv_2_normal_left5_11/Sigmoid/ReadVariableOp"; -"4862 NASNet/separable_conv_2_normal_left5_11/Sigmoid/ReadVariableOp" -> "4863 NASNet/separable_conv_2_normal_left5_11/Sigmoid"; -"4863 NASNet/separable_conv_2_normal_left5_11/Sigmoid" -> "4864 NASNet/separable_conv_2_normal_left5_11/Round"; -"4864 NASNet/separable_conv_2_normal_left5_11/Round" -> "4867 NASNet/separable_conv_2_normal_left5_11/mul"; -"4865 NASNet/separable_conv_2_normal_left5_11/ReadVariableOp/resource" -> "4866 NASNet/separable_conv_2_normal_left5_11/ReadVariableOp"; -"4866 NASNet/separable_conv_2_normal_left5_11/ReadVariableOp" -> "4867 NASNet/separable_conv_2_normal_left5_11/mul"; -"4867 NASNet/separable_conv_2_normal_left5_11/mul" -> "4877 NASNet/separable_conv_2_normal_left5_11/separable_conv2d/depthwise"; -"4868 NASNet/separable_conv_2_normal_left5_11/Sigmoid_1/ReadVariableOp/resource" -> "4869 NASNet/separable_conv_2_normal_left5_11/Sigmoid_1/ReadVariableOp"; -"4869 NASNet/separable_conv_2_normal_left5_11/Sigmoid_1/ReadVariableOp" -> "4870 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NASNet/separable_conv_2_bn_normal_left5_11/ReadVariableOp_1" -> "4959 NASNet/separable_conv_2_bn_normal_left5_11/FusedBatchNormV3"; -"4955 NASNet/separable_conv_2_bn_normal_left5_11/FusedBatchNormV3/ReadVariableOp/resource" -> "4956 NASNet/separable_conv_2_bn_normal_left5_11/FusedBatchNormV3/ReadVariableOp"; -"4956 NASNet/separable_conv_2_bn_normal_left5_11/FusedBatchNormV3/ReadVariableOp" -> "4959 NASNet/separable_conv_2_bn_normal_left5_11/FusedBatchNormV3"; -"4957 NASNet/separable_conv_2_bn_normal_left5_11/FusedBatchNormV3/ReadVariableOp_1/resource" -> "4958 NASNet/separable_conv_2_bn_normal_left5_11/FusedBatchNormV3/ReadVariableOp_1"; -"4958 NASNet/separable_conv_2_bn_normal_left5_11/FusedBatchNormV3/ReadVariableOp_1" -> "4959 NASNet/separable_conv_2_bn_normal_left5_11/FusedBatchNormV3"; -"4959 NASNet/separable_conv_2_bn_normal_left5_11/FusedBatchNormV3" -> "5003 NASNet/normal_add_5_11/add"; -"4960 NASNet/normal_left4_11/AvgPool" -> "5002 NASNet/normal_add_4_11/add"; -"4961 NASNet/normal_right4_11/AvgPool" -> "5002 NASNet/normal_add_4_11/add"; -"4962 NASNet/normal_left3_11/AvgPool" -> "5001 NASNet/normal_add_3_11/add"; -"4963 NASNet/separable_conv_2_bn_normal_left2_11/ReadVariableOp/resource" -> "4964 NASNet/separable_conv_2_bn_normal_left2_11/ReadVariableOp"; -"4964 NASNet/separable_conv_2_bn_normal_left2_11/ReadVariableOp" -> "4971 NASNet/separable_conv_2_bn_normal_left2_11/FusedBatchNormV3"; -"4965 NASNet/separable_conv_2_bn_normal_left2_11/ReadVariableOp_1/resource" -> "4966 NASNet/separable_conv_2_bn_normal_left2_11/ReadVariableOp_1"; -"4966 NASNet/separable_conv_2_bn_normal_left2_11/ReadVariableOp_1" -> "4971 NASNet/separable_conv_2_bn_normal_left2_11/FusedBatchNormV3"; -"4967 NASNet/separable_conv_2_bn_normal_left2_11/FusedBatchNormV3/ReadVariableOp/resource" -> "4968 NASNet/separable_conv_2_bn_normal_left2_11/FusedBatchNormV3/ReadVariableOp"; -"4968 NASNet/separable_conv_2_bn_normal_left2_11/FusedBatchNormV3/ReadVariableOp" -> "4971 NASNet/separable_conv_2_bn_normal_left2_11/FusedBatchNormV3"; -"4969 NASNet/separable_conv_2_bn_normal_left2_11/FusedBatchNormV3/ReadVariableOp_1/resource" -> "4970 NASNet/separable_conv_2_bn_normal_left2_11/FusedBatchNormV3/ReadVariableOp_1"; -"4970 NASNet/separable_conv_2_bn_normal_left2_11/FusedBatchNormV3/ReadVariableOp_1" -> "4971 NASNet/separable_conv_2_bn_normal_left2_11/FusedBatchNormV3"; -"4971 NASNet/separable_conv_2_bn_normal_left2_11/FusedBatchNormV3" -> "5000 NASNet/normal_add_2_11/add"; -"4972 NASNet/separable_conv_2_bn_normal_right2_11/ReadVariableOp/resource" -> "4973 NASNet/separable_conv_2_bn_normal_right2_11/ReadVariableOp"; -"4973 NASNet/separable_conv_2_bn_normal_right2_11/ReadVariableOp" -> "4980 NASNet/separable_conv_2_bn_normal_right2_11/FusedBatchNormV3"; -"4974 NASNet/separable_conv_2_bn_normal_right2_11/ReadVariableOp_1/resource" -> "4975 NASNet/separable_conv_2_bn_normal_right2_11/ReadVariableOp_1"; -"4975 NASNet/separable_conv_2_bn_normal_right2_11/ReadVariableOp_1" -> "4980 NASNet/separable_conv_2_bn_normal_right2_11/FusedBatchNormV3"; -"4976 NASNet/separable_conv_2_bn_normal_right2_11/FusedBatchNormV3/ReadVariableOp/resource" -> "4977 NASNet/separable_conv_2_bn_normal_right2_11/FusedBatchNormV3/ReadVariableOp"; -"4977 NASNet/separable_conv_2_bn_normal_right2_11/FusedBatchNormV3/ReadVariableOp" -> "4980 NASNet/separable_conv_2_bn_normal_right2_11/FusedBatchNormV3"; -"4978 NASNet/separable_conv_2_bn_normal_right2_11/FusedBatchNormV3/ReadVariableOp_1/resource" -> "4979 NASNet/separable_conv_2_bn_normal_right2_11/FusedBatchNormV3/ReadVariableOp_1"; -"4979 NASNet/separable_conv_2_bn_normal_right2_11/FusedBatchNormV3/ReadVariableOp_1" -> "4980 NASNet/separable_conv_2_bn_normal_right2_11/FusedBatchNormV3"; -"4980 NASNet/separable_conv_2_bn_normal_right2_11/FusedBatchNormV3" -> "5000 NASNet/normal_add_2_11/add"; -"4981 NASNet/separable_conv_2_bn_normal_left1_11/ReadVariableOp/resource" -> 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NASNet/separable_conv_2_bn_normal_left1_11/FusedBatchNormV3/ReadVariableOp_1"; -"4988 NASNet/separable_conv_2_bn_normal_left1_11/FusedBatchNormV3/ReadVariableOp_1" -> "4989 NASNet/separable_conv_2_bn_normal_left1_11/FusedBatchNormV3"; -"4989 NASNet/separable_conv_2_bn_normal_left1_11/FusedBatchNormV3" -> "4999 NASNet/normal_add_1_11/add"; -"4990 NASNet/separable_conv_2_bn_normal_right1_11/ReadVariableOp/resource" -> "4991 NASNet/separable_conv_2_bn_normal_right1_11/ReadVariableOp"; -"4991 NASNet/separable_conv_2_bn_normal_right1_11/ReadVariableOp" -> "4998 NASNet/separable_conv_2_bn_normal_right1_11/FusedBatchNormV3"; -"4992 NASNet/separable_conv_2_bn_normal_right1_11/ReadVariableOp_1/resource" -> "4993 NASNet/separable_conv_2_bn_normal_right1_11/ReadVariableOp_1"; -"4993 NASNet/separable_conv_2_bn_normal_right1_11/ReadVariableOp_1" -> "4998 NASNet/separable_conv_2_bn_normal_right1_11/FusedBatchNormV3"; -"4994 NASNet/separable_conv_2_bn_normal_right1_11/FusedBatchNormV3/ReadVariableOp/resource" -> "4995 NASNet/separable_conv_2_bn_normal_right1_11/FusedBatchNormV3/ReadVariableOp"; -"4995 NASNet/separable_conv_2_bn_normal_right1_11/FusedBatchNormV3/ReadVariableOp" -> "4998 NASNet/separable_conv_2_bn_normal_right1_11/FusedBatchNormV3"; -"4996 NASNet/separable_conv_2_bn_normal_right1_11/FusedBatchNormV3/ReadVariableOp_1/resource" -> "4997 NASNet/separable_conv_2_bn_normal_right1_11/FusedBatchNormV3/ReadVariableOp_1"; -"4997 NASNet/separable_conv_2_bn_normal_right1_11/FusedBatchNormV3/ReadVariableOp_1" -> "4998 NASNet/separable_conv_2_bn_normal_right1_11/FusedBatchNormV3"; -"4998 NASNet/separable_conv_2_bn_normal_right1_11/FusedBatchNormV3" -> "4999 NASNet/normal_add_1_11/add"; -"4999 NASNet/normal_add_1_11/add" -> "5005 NASNet/normal_concat_11/concat"; -"5000 NASNet/normal_add_2_11/add" -> "5005 NASNet/normal_concat_11/concat"; -"5001 NASNet/normal_add_3_11/add" -> "5005 NASNet/normal_concat_11/concat"; -"5002 NASNet/normal_add_4_11/add" -> "5005 NASNet/normal_concat_11/concat"; -"5003 NASNet/normal_add_5_11/add" -> "5005 NASNet/normal_concat_11/concat"; -"5004 NASNet/normal_concat_11/concat/axis" -> "5005 NASNet/normal_concat_11/concat"; -"5005 NASNet/normal_concat_11/concat" -> "5006 NASNet/activation_176/Relu"; -"5006 NASNet/activation_176/Relu" -> "5015 NASNet/normal_conv_1_12/Conv2D"; -"5007 NASNet/activation_175/Relu" -> "5023 NASNet/adjust_conv_projection_12/Conv2D"; -"5008 NASNet/normal_conv_1_12/Sigmoid/ReadVariableOp/resource" -> "5009 NASNet/normal_conv_1_12/Sigmoid/ReadVariableOp"; -"5009 NASNet/normal_conv_1_12/Sigmoid/ReadVariableOp" -> "5010 NASNet/normal_conv_1_12/Sigmoid"; -"5010 NASNet/normal_conv_1_12/Sigmoid" -> "5011 NASNet/normal_conv_1_12/Round"; -"5011 NASNet/normal_conv_1_12/Round" -> "5014 NASNet/normal_conv_1_12/mul"; -"5012 NASNet/normal_conv_1_12/ReadVariableOp/resource" -> "5013 NASNet/normal_conv_1_12/ReadVariableOp"; -"5013 NASNet/normal_conv_1_12/ReadVariableOp" -> "5014 NASNet/normal_conv_1_12/mul"; -"5014 NASNet/normal_conv_1_12/mul" -> "5015 NASNet/normal_conv_1_12/Conv2D"; -"5015 NASNet/normal_conv_1_12/Conv2D" -> "5041 NASNet/normal_bn_1_12/FusedBatchNormV3"; -"5016 NASNet/adjust_conv_projection_12/Sigmoid/ReadVariableOp/resource" -> "5017 NASNet/adjust_conv_projection_12/Sigmoid/ReadVariableOp"; -"5017 NASNet/adjust_conv_projection_12/Sigmoid/ReadVariableOp" -> "5018 NASNet/adjust_conv_projection_12/Sigmoid"; -"5018 NASNet/adjust_conv_projection_12/Sigmoid" -> "5019 NASNet/adjust_conv_projection_12/Round"; -"5019 NASNet/adjust_conv_projection_12/Round" -> "5022 NASNet/adjust_conv_projection_12/mul"; -"5020 NASNet/adjust_conv_projection_12/ReadVariableOp/resource" -> "5021 NASNet/adjust_conv_projection_12/ReadVariableOp"; -"5021 NASNet/adjust_conv_projection_12/ReadVariableOp" -> "5022 NASNet/adjust_conv_projection_12/mul"; -"5022 NASNet/adjust_conv_projection_12/mul" -> "5023 NASNet/adjust_conv_projection_12/Conv2D"; -"5023 NASNet/adjust_conv_projection_12/Conv2D" -> "5032 NASNet/adjust_bn_12/FusedBatchNormV3"; -"5024 NASNet/adjust_bn_12/ReadVariableOp/resource" -> "5025 NASNet/adjust_bn_12/ReadVariableOp"; -"5025 NASNet/adjust_bn_12/ReadVariableOp" -> "5032 NASNet/adjust_bn_12/FusedBatchNormV3"; -"5026 NASNet/adjust_bn_12/ReadVariableOp_1/resource" -> "5027 NASNet/adjust_bn_12/ReadVariableOp_1"; -"5027 NASNet/adjust_bn_12/ReadVariableOp_1" -> "5032 NASNet/adjust_bn_12/FusedBatchNormV3"; -"5028 NASNet/adjust_bn_12/FusedBatchNormV3/ReadVariableOp/resource" -> "5029 NASNet/adjust_bn_12/FusedBatchNormV3/ReadVariableOp"; -"5029 NASNet/adjust_bn_12/FusedBatchNormV3/ReadVariableOp" -> "5032 NASNet/adjust_bn_12/FusedBatchNormV3"; -"5030 NASNet/adjust_bn_12/FusedBatchNormV3/ReadVariableOp_1/resource" -> "5031 NASNet/adjust_bn_12/FusedBatchNormV3/ReadVariableOp_1"; -"5031 NASNet/adjust_bn_12/FusedBatchNormV3/ReadVariableOp_1" -> "5032 NASNet/adjust_bn_12/FusedBatchNormV3"; -"5032 NASNet/adjust_bn_12/FusedBatchNormV3" -> "5043 NASNet/activation_183/Relu"; -"5032 NASNet/adjust_bn_12/FusedBatchNormV3" -> "5044 NASNet/activation_181/Relu"; -"5032 NASNet/adjust_bn_12/FusedBatchNormV3" -> "5045 NASNet/activation_179/Relu"; -"5032 NASNet/adjust_bn_12/FusedBatchNormV3" -> "5286 NASNet/normal_left4_12/AvgPool"; -"5032 NASNet/adjust_bn_12/FusedBatchNormV3" -> "5287 NASNet/normal_right4_12/AvgPool"; -"5032 NASNet/adjust_bn_12/FusedBatchNormV3" -> "5327 NASNet/normal_add_3_12/add"; -"5032 NASNet/adjust_bn_12/FusedBatchNormV3" -> "5331 NASNet/normal_concat_12/concat"; -"5033 NASNet/normal_bn_1_12/ReadVariableOp/resource" -> "5034 NASNet/normal_bn_1_12/ReadVariableOp"; -"5034 NASNet/normal_bn_1_12/ReadVariableOp" -> "5041 NASNet/normal_bn_1_12/FusedBatchNormV3"; -"5035 NASNet/normal_bn_1_12/ReadVariableOp_1/resource" -> "5036 NASNet/normal_bn_1_12/ReadVariableOp_1"; -"5036 NASNet/normal_bn_1_12/ReadVariableOp_1" -> "5041 NASNet/normal_bn_1_12/FusedBatchNormV3"; -"5037 NASNet/normal_bn_1_12/FusedBatchNormV3/ReadVariableOp/resource" -> "5038 NASNet/normal_bn_1_12/FusedBatchNormV3/ReadVariableOp"; -"5038 NASNet/normal_bn_1_12/FusedBatchNormV3/ReadVariableOp" -> "5041 NASNet/normal_bn_1_12/FusedBatchNormV3"; -"5039 NASNet/normal_bn_1_12/FusedBatchNormV3/ReadVariableOp_1/resource" -> "5040 NASNet/normal_bn_1_12/FusedBatchNormV3/ReadVariableOp_1"; -"5040 NASNet/normal_bn_1_12/FusedBatchNormV3/ReadVariableOp_1" -> "5041 NASNet/normal_bn_1_12/FusedBatchNormV3"; -"5041 NASNet/normal_bn_1_12/FusedBatchNormV3" -> "5042 NASNet/activation_185/Relu"; -"5041 NASNet/normal_bn_1_12/FusedBatchNormV3" -> "5046 NASNet/activation_177/Relu"; -"5041 NASNet/normal_bn_1_12/FusedBatchNormV3" -> "5288 NASNet/normal_left3_12/AvgPool"; -"5041 NASNet/normal_bn_1_12/FusedBatchNormV3" -> "5329 NASNet/normal_add_5_12/add"; -"5042 NASNet/activation_185/Relu" -> "5063 NASNet/separable_conv_1_normal_left5_12/separable_conv2d/depthwise"; -"5043 NASNet/activation_183/Relu" -> "5081 NASNet/separable_conv_1_normal_right2_12/separable_conv2d/depthwise"; -"5044 NASNet/activation_181/Relu" -> "5099 NASNet/separable_conv_1_normal_left2_12/separable_conv2d/depthwise"; -"5045 NASNet/activation_179/Relu" -> "5117 NASNet/separable_conv_1_normal_right1_12/separable_conv2d/depthwise"; -"5046 NASNet/activation_177/Relu" -> "5135 NASNet/separable_conv_1_normal_left1_12/separable_conv2d/depthwise"; -"5047 NASNet/separable_conv_1_normal_left5_12/Sigmoid/ReadVariableOp/resource" -> "5048 NASNet/separable_conv_1_normal_left5_12/Sigmoid/ReadVariableOp"; -"5048 NASNet/separable_conv_1_normal_left5_12/Sigmoid/ReadVariableOp" -> "5049 NASNet/separable_conv_1_normal_left5_12/Sigmoid"; -"5049 NASNet/separable_conv_1_normal_left5_12/Sigmoid" -> "5050 NASNet/separable_conv_1_normal_left5_12/Round"; -"5050 NASNet/separable_conv_1_normal_left5_12/Round" -> "5053 NASNet/separable_conv_1_normal_left5_12/mul"; -"5051 NASNet/separable_conv_1_normal_left5_12/ReadVariableOp/resource" -> "5052 NASNet/separable_conv_1_normal_left5_12/ReadVariableOp"; -"5052 NASNet/separable_conv_1_normal_left5_12/ReadVariableOp" -> "5053 NASNet/separable_conv_1_normal_left5_12/mul"; -"5053 NASNet/separable_conv_1_normal_left5_12/mul" -> "5063 NASNet/separable_conv_1_normal_left5_12/separable_conv2d/depthwise"; -"5054 NASNet/separable_conv_1_normal_left5_12/Sigmoid_1/ReadVariableOp/resource" -> "5055 NASNet/separable_conv_1_normal_left5_12/Sigmoid_1/ReadVariableOp"; -"5055 NASNet/separable_conv_1_normal_left5_12/Sigmoid_1/ReadVariableOp" -> "5056 NASNet/separable_conv_1_normal_left5_12/Sigmoid_1"; -"5056 NASNet/separable_conv_1_normal_left5_12/Sigmoid_1" -> "5057 NASNet/separable_conv_1_normal_left5_12/Round_1"; -"5057 NASNet/separable_conv_1_normal_left5_12/Round_1" -> "5060 NASNet/separable_conv_1_normal_left5_12/mul_1"; -"5058 NASNet/separable_conv_1_normal_left5_12/ReadVariableOp_1/resource" -> "5059 NASNet/separable_conv_1_normal_left5_12/ReadVariableOp_1"; -"5059 NASNet/separable_conv_1_normal_left5_12/ReadVariableOp_1" -> "5060 NASNet/separable_conv_1_normal_left5_12/mul_1"; -"5060 NASNet/separable_conv_1_normal_left5_12/mul_1" -> "5064 NASNet/separable_conv_1_normal_left5_12/separable_conv2d"; -"5063 NASNet/separable_conv_1_normal_left5_12/separable_conv2d/depthwise" -> "5064 NASNet/separable_conv_1_normal_left5_12/separable_conv2d"; -"5064 NASNet/separable_conv_1_normal_left5_12/separable_conv2d" -> "5145 NASNet/separable_conv_1_bn_normal_left5_12/FusedBatchNormV3"; -"5065 NASNet/separable_conv_1_normal_right2_12/Sigmoid/ReadVariableOp/resource" -> "5066 NASNet/separable_conv_1_normal_right2_12/Sigmoid/ReadVariableOp"; -"5066 NASNet/separable_conv_1_normal_right2_12/Sigmoid/ReadVariableOp" -> "5067 NASNet/separable_conv_1_normal_right2_12/Sigmoid"; -"5067 NASNet/separable_conv_1_normal_right2_12/Sigmoid" -> "5068 NASNet/separable_conv_1_normal_right2_12/Round"; -"5068 NASNet/separable_conv_1_normal_right2_12/Round" -> "5071 NASNet/separable_conv_1_normal_right2_12/mul"; -"5069 NASNet/separable_conv_1_normal_right2_12/ReadVariableOp/resource" -> "5070 NASNet/separable_conv_1_normal_right2_12/ReadVariableOp"; -"5070 NASNet/separable_conv_1_normal_right2_12/ReadVariableOp" -> "5071 NASNet/separable_conv_1_normal_right2_12/mul"; -"5071 NASNet/separable_conv_1_normal_right2_12/mul" -> "5081 NASNet/separable_conv_1_normal_right2_12/separable_conv2d/depthwise"; -"5072 NASNet/separable_conv_1_normal_right2_12/Sigmoid_1/ReadVariableOp/resource" -> "5073 NASNet/separable_conv_1_normal_right2_12/Sigmoid_1/ReadVariableOp"; -"5073 NASNet/separable_conv_1_normal_right2_12/Sigmoid_1/ReadVariableOp" -> "5074 NASNet/separable_conv_1_normal_right2_12/Sigmoid_1"; -"5074 NASNet/separable_conv_1_normal_right2_12/Sigmoid_1" -> "5075 NASNet/separable_conv_1_normal_right2_12/Round_1"; -"5075 NASNet/separable_conv_1_normal_right2_12/Round_1" -> "5078 NASNet/separable_conv_1_normal_right2_12/mul_1"; -"5076 NASNet/separable_conv_1_normal_right2_12/ReadVariableOp_1/resource" -> "5077 NASNet/separable_conv_1_normal_right2_12/ReadVariableOp_1"; -"5077 NASNet/separable_conv_1_normal_right2_12/ReadVariableOp_1" -> "5078 NASNet/separable_conv_1_normal_right2_12/mul_1"; -"5078 NASNet/separable_conv_1_normal_right2_12/mul_1" -> "5082 NASNet/separable_conv_1_normal_right2_12/separable_conv2d"; -"5081 NASNet/separable_conv_1_normal_right2_12/separable_conv2d/depthwise" -> "5082 NASNet/separable_conv_1_normal_right2_12/separable_conv2d"; -"5082 NASNet/separable_conv_1_normal_right2_12/separable_conv2d" -> "5154 NASNet/separable_conv_1_bn_normal_right2_12/FusedBatchNormV3"; -"5083 NASNet/separable_conv_1_normal_left2_12/Sigmoid/ReadVariableOp/resource" -> "5084 NASNet/separable_conv_1_normal_left2_12/Sigmoid/ReadVariableOp"; -"5084 NASNet/separable_conv_1_normal_left2_12/Sigmoid/ReadVariableOp" -> "5085 NASNet/separable_conv_1_normal_left2_12/Sigmoid"; -"5085 NASNet/separable_conv_1_normal_left2_12/Sigmoid" -> "5086 NASNet/separable_conv_1_normal_left2_12/Round"; -"5086 NASNet/separable_conv_1_normal_left2_12/Round" -> "5089 NASNet/separable_conv_1_normal_left2_12/mul"; -"5087 NASNet/separable_conv_1_normal_left2_12/ReadVariableOp/resource" -> "5088 NASNet/separable_conv_1_normal_left2_12/ReadVariableOp"; -"5088 NASNet/separable_conv_1_normal_left2_12/ReadVariableOp" -> "5089 NASNet/separable_conv_1_normal_left2_12/mul"; -"5089 NASNet/separable_conv_1_normal_left2_12/mul" -> "5099 NASNet/separable_conv_1_normal_left2_12/separable_conv2d/depthwise"; -"5090 NASNet/separable_conv_1_normal_left2_12/Sigmoid_1/ReadVariableOp/resource" -> "5091 NASNet/separable_conv_1_normal_left2_12/Sigmoid_1/ReadVariableOp"; -"5091 NASNet/separable_conv_1_normal_left2_12/Sigmoid_1/ReadVariableOp" -> "5092 NASNet/separable_conv_1_normal_left2_12/Sigmoid_1"; -"5092 NASNet/separable_conv_1_normal_left2_12/Sigmoid_1" -> "5093 NASNet/separable_conv_1_normal_left2_12/Round_1"; -"5093 NASNet/separable_conv_1_normal_left2_12/Round_1" -> "5096 NASNet/separable_conv_1_normal_left2_12/mul_1"; -"5094 NASNet/separable_conv_1_normal_left2_12/ReadVariableOp_1/resource" -> "5095 NASNet/separable_conv_1_normal_left2_12/ReadVariableOp_1"; -"5095 NASNet/separable_conv_1_normal_left2_12/ReadVariableOp_1" -> "5096 NASNet/separable_conv_1_normal_left2_12/mul_1"; -"5096 NASNet/separable_conv_1_normal_left2_12/mul_1" -> "5100 NASNet/separable_conv_1_normal_left2_12/separable_conv2d"; -"5099 NASNet/separable_conv_1_normal_left2_12/separable_conv2d/depthwise" -> "5100 NASNet/separable_conv_1_normal_left2_12/separable_conv2d"; -"5100 NASNet/separable_conv_1_normal_left2_12/separable_conv2d" -> "5163 NASNet/separable_conv_1_bn_normal_left2_12/FusedBatchNormV3"; -"5101 NASNet/separable_conv_1_normal_right1_12/Sigmoid/ReadVariableOp/resource" -> "5102 NASNet/separable_conv_1_normal_right1_12/Sigmoid/ReadVariableOp"; -"5102 NASNet/separable_conv_1_normal_right1_12/Sigmoid/ReadVariableOp" -> "5103 NASNet/separable_conv_1_normal_right1_12/Sigmoid"; -"5103 NASNet/separable_conv_1_normal_right1_12/Sigmoid" -> "5104 NASNet/separable_conv_1_normal_right1_12/Round"; -"5104 NASNet/separable_conv_1_normal_right1_12/Round" -> "5107 NASNet/separable_conv_1_normal_right1_12/mul"; -"5105 NASNet/separable_conv_1_normal_right1_12/ReadVariableOp/resource" -> "5106 NASNet/separable_conv_1_normal_right1_12/ReadVariableOp"; -"5106 NASNet/separable_conv_1_normal_right1_12/ReadVariableOp" -> "5107 NASNet/separable_conv_1_normal_right1_12/mul"; -"5107 NASNet/separable_conv_1_normal_right1_12/mul" -> "5117 NASNet/separable_conv_1_normal_right1_12/separable_conv2d/depthwise"; -"5108 NASNet/separable_conv_1_normal_right1_12/Sigmoid_1/ReadVariableOp/resource" -> "5109 NASNet/separable_conv_1_normal_right1_12/Sigmoid_1/ReadVariableOp"; -"5109 NASNet/separable_conv_1_normal_right1_12/Sigmoid_1/ReadVariableOp" -> "5110 NASNet/separable_conv_1_normal_right1_12/Sigmoid_1"; -"5110 NASNet/separable_conv_1_normal_right1_12/Sigmoid_1" -> "5111 NASNet/separable_conv_1_normal_right1_12/Round_1"; -"5111 NASNet/separable_conv_1_normal_right1_12/Round_1" -> "5114 NASNet/separable_conv_1_normal_right1_12/mul_1"; -"5112 NASNet/separable_conv_1_normal_right1_12/ReadVariableOp_1/resource" -> "5113 NASNet/separable_conv_1_normal_right1_12/ReadVariableOp_1"; -"5113 NASNet/separable_conv_1_normal_right1_12/ReadVariableOp_1" -> "5114 NASNet/separable_conv_1_normal_right1_12/mul_1"; -"5114 NASNet/separable_conv_1_normal_right1_12/mul_1" -> "5118 NASNet/separable_conv_1_normal_right1_12/separable_conv2d"; -"5117 NASNet/separable_conv_1_normal_right1_12/separable_conv2d/depthwise" -> "5118 NASNet/separable_conv_1_normal_right1_12/separable_conv2d"; -"5118 NASNet/separable_conv_1_normal_right1_12/separable_conv2d" -> "5172 NASNet/separable_conv_1_bn_normal_right1_12/FusedBatchNormV3"; -"5119 NASNet/separable_conv_1_normal_left1_12/Sigmoid/ReadVariableOp/resource" -> "5120 NASNet/separable_conv_1_normal_left1_12/Sigmoid/ReadVariableOp"; -"5120 NASNet/separable_conv_1_normal_left1_12/Sigmoid/ReadVariableOp" -> "5121 NASNet/separable_conv_1_normal_left1_12/Sigmoid"; -"5121 NASNet/separable_conv_1_normal_left1_12/Sigmoid" -> "5122 NASNet/separable_conv_1_normal_left1_12/Round"; -"5122 NASNet/separable_conv_1_normal_left1_12/Round" -> "5125 NASNet/separable_conv_1_normal_left1_12/mul"; -"5123 NASNet/separable_conv_1_normal_left1_12/ReadVariableOp/resource" -> "5124 NASNet/separable_conv_1_normal_left1_12/ReadVariableOp"; -"5124 NASNet/separable_conv_1_normal_left1_12/ReadVariableOp" -> "5125 NASNet/separable_conv_1_normal_left1_12/mul"; -"5125 NASNet/separable_conv_1_normal_left1_12/mul" -> "5135 NASNet/separable_conv_1_normal_left1_12/separable_conv2d/depthwise"; -"5126 NASNet/separable_conv_1_normal_left1_12/Sigmoid_1/ReadVariableOp/resource" -> "5127 NASNet/separable_conv_1_normal_left1_12/Sigmoid_1/ReadVariableOp"; -"5127 NASNet/separable_conv_1_normal_left1_12/Sigmoid_1/ReadVariableOp" -> "5128 NASNet/separable_conv_1_normal_left1_12/Sigmoid_1"; -"5128 NASNet/separable_conv_1_normal_left1_12/Sigmoid_1" -> "5129 NASNet/separable_conv_1_normal_left1_12/Round_1"; -"5129 NASNet/separable_conv_1_normal_left1_12/Round_1" -> "5132 NASNet/separable_conv_1_normal_left1_12/mul_1"; -"5130 NASNet/separable_conv_1_normal_left1_12/ReadVariableOp_1/resource" -> "5131 NASNet/separable_conv_1_normal_left1_12/ReadVariableOp_1"; -"5131 NASNet/separable_conv_1_normal_left1_12/ReadVariableOp_1" -> "5132 NASNet/separable_conv_1_normal_left1_12/mul_1"; -"5132 NASNet/separable_conv_1_normal_left1_12/mul_1" -> "5136 NASNet/separable_conv_1_normal_left1_12/separable_conv2d"; -"5135 NASNet/separable_conv_1_normal_left1_12/separable_conv2d/depthwise" -> "5136 NASNet/separable_conv_1_normal_left1_12/separable_conv2d"; -"5136 NASNet/separable_conv_1_normal_left1_12/separable_conv2d" -> "5181 NASNet/separable_conv_1_bn_normal_left1_12/FusedBatchNormV3"; -"5137 NASNet/separable_conv_1_bn_normal_left5_12/ReadVariableOp/resource" -> "5138 NASNet/separable_conv_1_bn_normal_left5_12/ReadVariableOp"; -"5138 NASNet/separable_conv_1_bn_normal_left5_12/ReadVariableOp" -> "5145 NASNet/separable_conv_1_bn_normal_left5_12/FusedBatchNormV3"; -"5139 NASNet/separable_conv_1_bn_normal_left5_12/ReadVariableOp_1/resource" -> "5140 NASNet/separable_conv_1_bn_normal_left5_12/ReadVariableOp_1"; -"5140 NASNet/separable_conv_1_bn_normal_left5_12/ReadVariableOp_1" -> "5145 NASNet/separable_conv_1_bn_normal_left5_12/FusedBatchNormV3"; -"5141 NASNet/separable_conv_1_bn_normal_left5_12/FusedBatchNormV3/ReadVariableOp/resource" -> "5142 NASNet/separable_conv_1_bn_normal_left5_12/FusedBatchNormV3/ReadVariableOp"; -"5142 NASNet/separable_conv_1_bn_normal_left5_12/FusedBatchNormV3/ReadVariableOp" -> "5145 NASNet/separable_conv_1_bn_normal_left5_12/FusedBatchNormV3"; -"5143 NASNet/separable_conv_1_bn_normal_left5_12/FusedBatchNormV3/ReadVariableOp_1/resource" -> "5144 NASNet/separable_conv_1_bn_normal_left5_12/FusedBatchNormV3/ReadVariableOp_1"; -"5144 NASNet/separable_conv_1_bn_normal_left5_12/FusedBatchNormV3/ReadVariableOp_1" -> "5145 NASNet/separable_conv_1_bn_normal_left5_12/FusedBatchNormV3"; -"5145 NASNet/separable_conv_1_bn_normal_left5_12/FusedBatchNormV3" -> "5182 NASNet/activation_186/Relu"; -"5146 NASNet/separable_conv_1_bn_normal_right2_12/ReadVariableOp/resource" -> "5147 NASNet/separable_conv_1_bn_normal_right2_12/ReadVariableOp"; -"5147 NASNet/separable_conv_1_bn_normal_right2_12/ReadVariableOp" -> "5154 NASNet/separable_conv_1_bn_normal_right2_12/FusedBatchNormV3"; -"5148 NASNet/separable_conv_1_bn_normal_right2_12/ReadVariableOp_1/resource" -> "5149 NASNet/separable_conv_1_bn_normal_right2_12/ReadVariableOp_1"; -"5149 NASNet/separable_conv_1_bn_normal_right2_12/ReadVariableOp_1" -> "5154 NASNet/separable_conv_1_bn_normal_right2_12/FusedBatchNormV3"; -"5150 NASNet/separable_conv_1_bn_normal_right2_12/FusedBatchNormV3/ReadVariableOp/resource" -> "5151 NASNet/separable_conv_1_bn_normal_right2_12/FusedBatchNormV3/ReadVariableOp"; -"5151 NASNet/separable_conv_1_bn_normal_right2_12/FusedBatchNormV3/ReadVariableOp" -> "5154 NASNet/separable_conv_1_bn_normal_right2_12/FusedBatchNormV3"; -"5152 NASNet/separable_conv_1_bn_normal_right2_12/FusedBatchNormV3/ReadVariableOp_1/resource" -> "5153 NASNet/separable_conv_1_bn_normal_right2_12/FusedBatchNormV3/ReadVariableOp_1"; -"5153 NASNet/separable_conv_1_bn_normal_right2_12/FusedBatchNormV3/ReadVariableOp_1" -> "5154 NASNet/separable_conv_1_bn_normal_right2_12/FusedBatchNormV3"; -"5154 NASNet/separable_conv_1_bn_normal_right2_12/FusedBatchNormV3" -> "5183 NASNet/activation_184/Relu"; -"5155 NASNet/separable_conv_1_bn_normal_left2_12/ReadVariableOp/resource" -> "5156 NASNet/separable_conv_1_bn_normal_left2_12/ReadVariableOp"; -"5156 NASNet/separable_conv_1_bn_normal_left2_12/ReadVariableOp" -> "5163 NASNet/separable_conv_1_bn_normal_left2_12/FusedBatchNormV3"; -"5157 NASNet/separable_conv_1_bn_normal_left2_12/ReadVariableOp_1/resource" -> "5158 NASNet/separable_conv_1_bn_normal_left2_12/ReadVariableOp_1"; -"5158 NASNet/separable_conv_1_bn_normal_left2_12/ReadVariableOp_1" -> "5163 NASNet/separable_conv_1_bn_normal_left2_12/FusedBatchNormV3"; -"5159 NASNet/separable_conv_1_bn_normal_left2_12/FusedBatchNormV3/ReadVariableOp/resource" -> "5160 NASNet/separable_conv_1_bn_normal_left2_12/FusedBatchNormV3/ReadVariableOp"; -"5160 NASNet/separable_conv_1_bn_normal_left2_12/FusedBatchNormV3/ReadVariableOp" -> "5163 NASNet/separable_conv_1_bn_normal_left2_12/FusedBatchNormV3"; -"5161 NASNet/separable_conv_1_bn_normal_left2_12/FusedBatchNormV3/ReadVariableOp_1/resource" -> "5162 NASNet/separable_conv_1_bn_normal_left2_12/FusedBatchNormV3/ReadVariableOp_1"; -"5162 NASNet/separable_conv_1_bn_normal_left2_12/FusedBatchNormV3/ReadVariableOp_1" -> "5163 NASNet/separable_conv_1_bn_normal_left2_12/FusedBatchNormV3"; -"5163 NASNet/separable_conv_1_bn_normal_left2_12/FusedBatchNormV3" -> "5184 NASNet/activation_182/Relu"; -"5164 NASNet/separable_conv_1_bn_normal_right1_12/ReadVariableOp/resource" -> "5165 NASNet/separable_conv_1_bn_normal_right1_12/ReadVariableOp"; -"5165 NASNet/separable_conv_1_bn_normal_right1_12/ReadVariableOp" -> "5172 NASNet/separable_conv_1_bn_normal_right1_12/FusedBatchNormV3"; -"5166 NASNet/separable_conv_1_bn_normal_right1_12/ReadVariableOp_1/resource" -> "5167 NASNet/separable_conv_1_bn_normal_right1_12/ReadVariableOp_1"; -"5167 NASNet/separable_conv_1_bn_normal_right1_12/ReadVariableOp_1" -> "5172 NASNet/separable_conv_1_bn_normal_right1_12/FusedBatchNormV3"; -"5168 NASNet/separable_conv_1_bn_normal_right1_12/FusedBatchNormV3/ReadVariableOp/resource" -> "5169 NASNet/separable_conv_1_bn_normal_right1_12/FusedBatchNormV3/ReadVariableOp"; -"5169 NASNet/separable_conv_1_bn_normal_right1_12/FusedBatchNormV3/ReadVariableOp" -> "5172 NASNet/separable_conv_1_bn_normal_right1_12/FusedBatchNormV3"; -"5170 NASNet/separable_conv_1_bn_normal_right1_12/FusedBatchNormV3/ReadVariableOp_1/resource" -> "5171 NASNet/separable_conv_1_bn_normal_right1_12/FusedBatchNormV3/ReadVariableOp_1"; -"5171 NASNet/separable_conv_1_bn_normal_right1_12/FusedBatchNormV3/ReadVariableOp_1" -> "5172 NASNet/separable_conv_1_bn_normal_right1_12/FusedBatchNormV3"; -"5172 NASNet/separable_conv_1_bn_normal_right1_12/FusedBatchNormV3" -> "5185 NASNet/activation_180/Relu"; -"5173 NASNet/separable_conv_1_bn_normal_left1_12/ReadVariableOp/resource" -> "5174 NASNet/separable_conv_1_bn_normal_left1_12/ReadVariableOp"; -"5174 NASNet/separable_conv_1_bn_normal_left1_12/ReadVariableOp" -> "5181 NASNet/separable_conv_1_bn_normal_left1_12/FusedBatchNormV3"; -"5175 NASNet/separable_conv_1_bn_normal_left1_12/ReadVariableOp_1/resource" -> "5176 NASNet/separable_conv_1_bn_normal_left1_12/ReadVariableOp_1"; -"5176 NASNet/separable_conv_1_bn_normal_left1_12/ReadVariableOp_1" -> "5181 NASNet/separable_conv_1_bn_normal_left1_12/FusedBatchNormV3"; -"5177 NASNet/separable_conv_1_bn_normal_left1_12/FusedBatchNormV3/ReadVariableOp/resource" -> "5178 NASNet/separable_conv_1_bn_normal_left1_12/FusedBatchNormV3/ReadVariableOp"; -"5178 NASNet/separable_conv_1_bn_normal_left1_12/FusedBatchNormV3/ReadVariableOp" -> "5181 NASNet/separable_conv_1_bn_normal_left1_12/FusedBatchNormV3"; -"5179 NASNet/separable_conv_1_bn_normal_left1_12/FusedBatchNormV3/ReadVariableOp_1/resource" -> "5180 NASNet/separable_conv_1_bn_normal_left1_12/FusedBatchNormV3/ReadVariableOp_1"; -"5180 NASNet/separable_conv_1_bn_normal_left1_12/FusedBatchNormV3/ReadVariableOp_1" -> "5181 NASNet/separable_conv_1_bn_normal_left1_12/FusedBatchNormV3"; -"5181 NASNet/separable_conv_1_bn_normal_left1_12/FusedBatchNormV3" -> "5186 NASNet/activation_178/Relu"; -"5182 NASNet/activation_186/Relu" -> "5203 NASNet/separable_conv_2_normal_left5_12/separable_conv2d/depthwise"; -"5183 NASNet/activation_184/Relu" -> "5221 NASNet/separable_conv_2_normal_right2_12/separable_conv2d/depthwise"; -"5184 NASNet/activation_182/Relu" -> "5239 NASNet/separable_conv_2_normal_left2_12/separable_conv2d/depthwise"; -"5185 NASNet/activation_180/Relu" -> "5257 NASNet/separable_conv_2_normal_right1_12/separable_conv2d/depthwise"; -"5186 NASNet/activation_178/Relu" -> "5275 NASNet/separable_conv_2_normal_left1_12/separable_conv2d/depthwise"; -"5187 NASNet/separable_conv_2_normal_left5_12/Sigmoid/ReadVariableOp/resource" -> "5188 NASNet/separable_conv_2_normal_left5_12/Sigmoid/ReadVariableOp"; -"5188 NASNet/separable_conv_2_normal_left5_12/Sigmoid/ReadVariableOp" -> "5189 NASNet/separable_conv_2_normal_left5_12/Sigmoid"; -"5189 NASNet/separable_conv_2_normal_left5_12/Sigmoid" -> "5190 NASNet/separable_conv_2_normal_left5_12/Round"; -"5190 NASNet/separable_conv_2_normal_left5_12/Round" -> "5193 NASNet/separable_conv_2_normal_left5_12/mul"; -"5191 NASNet/separable_conv_2_normal_left5_12/ReadVariableOp/resource" -> "5192 NASNet/separable_conv_2_normal_left5_12/ReadVariableOp"; -"5192 NASNet/separable_conv_2_normal_left5_12/ReadVariableOp" -> "5193 NASNet/separable_conv_2_normal_left5_12/mul"; -"5193 NASNet/separable_conv_2_normal_left5_12/mul" -> "5203 NASNet/separable_conv_2_normal_left5_12/separable_conv2d/depthwise"; -"5194 NASNet/separable_conv_2_normal_left5_12/Sigmoid_1/ReadVariableOp/resource" -> "5195 NASNet/separable_conv_2_normal_left5_12/Sigmoid_1/ReadVariableOp"; -"5195 NASNet/separable_conv_2_normal_left5_12/Sigmoid_1/ReadVariableOp" -> "5196 NASNet/separable_conv_2_normal_left5_12/Sigmoid_1"; -"5196 NASNet/separable_conv_2_normal_left5_12/Sigmoid_1" -> "5197 NASNet/separable_conv_2_normal_left5_12/Round_1"; -"5197 NASNet/separable_conv_2_normal_left5_12/Round_1" -> "5200 NASNet/separable_conv_2_normal_left5_12/mul_1"; -"5198 NASNet/separable_conv_2_normal_left5_12/ReadVariableOp_1/resource" -> "5199 NASNet/separable_conv_2_normal_left5_12/ReadVariableOp_1"; -"5199 NASNet/separable_conv_2_normal_left5_12/ReadVariableOp_1" -> "5200 NASNet/separable_conv_2_normal_left5_12/mul_1"; -"5200 NASNet/separable_conv_2_normal_left5_12/mul_1" -> "5204 NASNet/separable_conv_2_normal_left5_12/separable_conv2d"; -"5203 NASNet/separable_conv_2_normal_left5_12/separable_conv2d/depthwise" -> "5204 NASNet/separable_conv_2_normal_left5_12/separable_conv2d"; -"5204 NASNet/separable_conv_2_normal_left5_12/separable_conv2d" -> "5285 NASNet/separable_conv_2_bn_normal_left5_12/FusedBatchNormV3"; -"5205 NASNet/separable_conv_2_normal_right2_12/Sigmoid/ReadVariableOp/resource" -> "5206 NASNet/separable_conv_2_normal_right2_12/Sigmoid/ReadVariableOp"; -"5206 NASNet/separable_conv_2_normal_right2_12/Sigmoid/ReadVariableOp" -> "5207 NASNet/separable_conv_2_normal_right2_12/Sigmoid"; -"5207 NASNet/separable_conv_2_normal_right2_12/Sigmoid" -> "5208 NASNet/separable_conv_2_normal_right2_12/Round"; -"5208 NASNet/separable_conv_2_normal_right2_12/Round" -> "5211 NASNet/separable_conv_2_normal_right2_12/mul"; -"5209 NASNet/separable_conv_2_normal_right2_12/ReadVariableOp/resource" -> "5210 NASNet/separable_conv_2_normal_right2_12/ReadVariableOp"; -"5210 NASNet/separable_conv_2_normal_right2_12/ReadVariableOp" -> "5211 NASNet/separable_conv_2_normal_right2_12/mul"; -"5211 NASNet/separable_conv_2_normal_right2_12/mul" -> "5221 NASNet/separable_conv_2_normal_right2_12/separable_conv2d/depthwise"; -"5212 NASNet/separable_conv_2_normal_right2_12/Sigmoid_1/ReadVariableOp/resource" -> "5213 NASNet/separable_conv_2_normal_right2_12/Sigmoid_1/ReadVariableOp"; -"5213 NASNet/separable_conv_2_normal_right2_12/Sigmoid_1/ReadVariableOp" -> "5214 NASNet/separable_conv_2_normal_right2_12/Sigmoid_1"; -"5214 NASNet/separable_conv_2_normal_right2_12/Sigmoid_1" -> "5215 NASNet/separable_conv_2_normal_right2_12/Round_1"; -"5215 NASNet/separable_conv_2_normal_right2_12/Round_1" -> "5218 NASNet/separable_conv_2_normal_right2_12/mul_1"; -"5216 NASNet/separable_conv_2_normal_right2_12/ReadVariableOp_1/resource" -> "5217 NASNet/separable_conv_2_normal_right2_12/ReadVariableOp_1"; -"5217 NASNet/separable_conv_2_normal_right2_12/ReadVariableOp_1" -> "5218 NASNet/separable_conv_2_normal_right2_12/mul_1"; -"5218 NASNet/separable_conv_2_normal_right2_12/mul_1" -> "5222 NASNet/separable_conv_2_normal_right2_12/separable_conv2d"; -"5221 NASNet/separable_conv_2_normal_right2_12/separable_conv2d/depthwise" -> "5222 NASNet/separable_conv_2_normal_right2_12/separable_conv2d"; -"5222 NASNet/separable_conv_2_normal_right2_12/separable_conv2d" -> "5306 NASNet/separable_conv_2_bn_normal_right2_12/FusedBatchNormV3"; -"5223 NASNet/separable_conv_2_normal_left2_12/Sigmoid/ReadVariableOp/resource" -> "5224 NASNet/separable_conv_2_normal_left2_12/Sigmoid/ReadVariableOp"; -"5224 NASNet/separable_conv_2_normal_left2_12/Sigmoid/ReadVariableOp" -> "5225 NASNet/separable_conv_2_normal_left2_12/Sigmoid"; -"5225 NASNet/separable_conv_2_normal_left2_12/Sigmoid" -> "5226 NASNet/separable_conv_2_normal_left2_12/Round"; -"5226 NASNet/separable_conv_2_normal_left2_12/Round" -> "5229 NASNet/separable_conv_2_normal_left2_12/mul"; -"5227 NASNet/separable_conv_2_normal_left2_12/ReadVariableOp/resource" -> "5228 NASNet/separable_conv_2_normal_left2_12/ReadVariableOp"; -"5228 NASNet/separable_conv_2_normal_left2_12/ReadVariableOp" -> "5229 NASNet/separable_conv_2_normal_left2_12/mul"; -"5229 NASNet/separable_conv_2_normal_left2_12/mul" -> "5239 NASNet/separable_conv_2_normal_left2_12/separable_conv2d/depthwise"; -"5230 NASNet/separable_conv_2_normal_left2_12/Sigmoid_1/ReadVariableOp/resource" -> "5231 NASNet/separable_conv_2_normal_left2_12/Sigmoid_1/ReadVariableOp"; -"5231 NASNet/separable_conv_2_normal_left2_12/Sigmoid_1/ReadVariableOp" -> "5232 NASNet/separable_conv_2_normal_left2_12/Sigmoid_1"; -"5232 NASNet/separable_conv_2_normal_left2_12/Sigmoid_1" -> "5233 NASNet/separable_conv_2_normal_left2_12/Round_1"; -"5233 NASNet/separable_conv_2_normal_left2_12/Round_1" -> "5236 NASNet/separable_conv_2_normal_left2_12/mul_1"; -"5234 NASNet/separable_conv_2_normal_left2_12/ReadVariableOp_1/resource" -> "5235 NASNet/separable_conv_2_normal_left2_12/ReadVariableOp_1"; -"5235 NASNet/separable_conv_2_normal_left2_12/ReadVariableOp_1" -> "5236 NASNet/separable_conv_2_normal_left2_12/mul_1"; -"5236 NASNet/separable_conv_2_normal_left2_12/mul_1" -> "5240 NASNet/separable_conv_2_normal_left2_12/separable_conv2d"; -"5239 NASNet/separable_conv_2_normal_left2_12/separable_conv2d/depthwise" -> "5240 NASNet/separable_conv_2_normal_left2_12/separable_conv2d"; -"5240 NASNet/separable_conv_2_normal_left2_12/separable_conv2d" -> "5297 NASNet/separable_conv_2_bn_normal_left2_12/FusedBatchNormV3"; -"5241 NASNet/separable_conv_2_normal_right1_12/Sigmoid/ReadVariableOp/resource" -> "5242 NASNet/separable_conv_2_normal_right1_12/Sigmoid/ReadVariableOp"; -"5242 NASNet/separable_conv_2_normal_right1_12/Sigmoid/ReadVariableOp" -> "5243 NASNet/separable_conv_2_normal_right1_12/Sigmoid"; -"5243 NASNet/separable_conv_2_normal_right1_12/Sigmoid" -> "5244 NASNet/separable_conv_2_normal_right1_12/Round"; -"5244 NASNet/separable_conv_2_normal_right1_12/Round" -> "5247 NASNet/separable_conv_2_normal_right1_12/mul"; -"5245 NASNet/separable_conv_2_normal_right1_12/ReadVariableOp/resource" -> "5246 NASNet/separable_conv_2_normal_right1_12/ReadVariableOp"; -"5246 NASNet/separable_conv_2_normal_right1_12/ReadVariableOp" -> "5247 NASNet/separable_conv_2_normal_right1_12/mul"; -"5247 NASNet/separable_conv_2_normal_right1_12/mul" -> "5257 NASNet/separable_conv_2_normal_right1_12/separable_conv2d/depthwise"; -"5248 NASNet/separable_conv_2_normal_right1_12/Sigmoid_1/ReadVariableOp/resource" -> "5249 NASNet/separable_conv_2_normal_right1_12/Sigmoid_1/ReadVariableOp"; -"5249 NASNet/separable_conv_2_normal_right1_12/Sigmoid_1/ReadVariableOp" -> "5250 NASNet/separable_conv_2_normal_right1_12/Sigmoid_1"; -"5250 NASNet/separable_conv_2_normal_right1_12/Sigmoid_1" -> "5251 NASNet/separable_conv_2_normal_right1_12/Round_1"; -"5251 NASNet/separable_conv_2_normal_right1_12/Round_1" -> "5254 NASNet/separable_conv_2_normal_right1_12/mul_1"; -"5252 NASNet/separable_conv_2_normal_right1_12/ReadVariableOp_1/resource" -> "5253 NASNet/separable_conv_2_normal_right1_12/ReadVariableOp_1"; -"5253 NASNet/separable_conv_2_normal_right1_12/ReadVariableOp_1" -> "5254 NASNet/separable_conv_2_normal_right1_12/mul_1"; -"5254 NASNet/separable_conv_2_normal_right1_12/mul_1" -> "5258 NASNet/separable_conv_2_normal_right1_12/separable_conv2d"; -"5257 NASNet/separable_conv_2_normal_right1_12/separable_conv2d/depthwise" -> "5258 NASNet/separable_conv_2_normal_right1_12/separable_conv2d"; -"5258 NASNet/separable_conv_2_normal_right1_12/separable_conv2d" -> "5324 NASNet/separable_conv_2_bn_normal_right1_12/FusedBatchNormV3"; -"5259 NASNet/separable_conv_2_normal_left1_12/Sigmoid/ReadVariableOp/resource" -> "5260 NASNet/separable_conv_2_normal_left1_12/Sigmoid/ReadVariableOp"; -"5260 NASNet/separable_conv_2_normal_left1_12/Sigmoid/ReadVariableOp" -> "5261 NASNet/separable_conv_2_normal_left1_12/Sigmoid"; -"5261 NASNet/separable_conv_2_normal_left1_12/Sigmoid" -> "5262 NASNet/separable_conv_2_normal_left1_12/Round"; -"5262 NASNet/separable_conv_2_normal_left1_12/Round" -> "5265 NASNet/separable_conv_2_normal_left1_12/mul"; -"5263 NASNet/separable_conv_2_normal_left1_12/ReadVariableOp/resource" -> "5264 NASNet/separable_conv_2_normal_left1_12/ReadVariableOp"; -"5264 NASNet/separable_conv_2_normal_left1_12/ReadVariableOp" -> "5265 NASNet/separable_conv_2_normal_left1_12/mul"; -"5265 NASNet/separable_conv_2_normal_left1_12/mul" -> "5275 NASNet/separable_conv_2_normal_left1_12/separable_conv2d/depthwise"; -"5266 NASNet/separable_conv_2_normal_left1_12/Sigmoid_1/ReadVariableOp/resource" -> "5267 NASNet/separable_conv_2_normal_left1_12/Sigmoid_1/ReadVariableOp"; -"5267 NASNet/separable_conv_2_normal_left1_12/Sigmoid_1/ReadVariableOp" -> "5268 NASNet/separable_conv_2_normal_left1_12/Sigmoid_1"; -"5268 NASNet/separable_conv_2_normal_left1_12/Sigmoid_1" -> "5269 NASNet/separable_conv_2_normal_left1_12/Round_1"; -"5269 NASNet/separable_conv_2_normal_left1_12/Round_1" -> "5272 NASNet/separable_conv_2_normal_left1_12/mul_1"; -"5270 NASNet/separable_conv_2_normal_left1_12/ReadVariableOp_1/resource" -> "5271 NASNet/separable_conv_2_normal_left1_12/ReadVariableOp_1"; -"5271 NASNet/separable_conv_2_normal_left1_12/ReadVariableOp_1" -> "5272 NASNet/separable_conv_2_normal_left1_12/mul_1"; -"5272 NASNet/separable_conv_2_normal_left1_12/mul_1" -> "5276 NASNet/separable_conv_2_normal_left1_12/separable_conv2d"; -"5275 NASNet/separable_conv_2_normal_left1_12/separable_conv2d/depthwise" -> "5276 NASNet/separable_conv_2_normal_left1_12/separable_conv2d"; -"5276 NASNet/separable_conv_2_normal_left1_12/separable_conv2d" -> "5315 NASNet/separable_conv_2_bn_normal_left1_12/FusedBatchNormV3"; -"5277 NASNet/separable_conv_2_bn_normal_left5_12/ReadVariableOp/resource" -> "5278 NASNet/separable_conv_2_bn_normal_left5_12/ReadVariableOp"; -"5278 NASNet/separable_conv_2_bn_normal_left5_12/ReadVariableOp" -> "5285 NASNet/separable_conv_2_bn_normal_left5_12/FusedBatchNormV3"; -"5279 NASNet/separable_conv_2_bn_normal_left5_12/ReadVariableOp_1/resource" -> "5280 NASNet/separable_conv_2_bn_normal_left5_12/ReadVariableOp_1"; -"5280 NASNet/separable_conv_2_bn_normal_left5_12/ReadVariableOp_1" -> "5285 NASNet/separable_conv_2_bn_normal_left5_12/FusedBatchNormV3"; -"5281 NASNet/separable_conv_2_bn_normal_left5_12/FusedBatchNormV3/ReadVariableOp/resource" -> "5282 NASNet/separable_conv_2_bn_normal_left5_12/FusedBatchNormV3/ReadVariableOp"; -"5282 NASNet/separable_conv_2_bn_normal_left5_12/FusedBatchNormV3/ReadVariableOp" -> "5285 NASNet/separable_conv_2_bn_normal_left5_12/FusedBatchNormV3"; -"5283 NASNet/separable_conv_2_bn_normal_left5_12/FusedBatchNormV3/ReadVariableOp_1/resource" -> "5284 NASNet/separable_conv_2_bn_normal_left5_12/FusedBatchNormV3/ReadVariableOp_1"; -"5284 NASNet/separable_conv_2_bn_normal_left5_12/FusedBatchNormV3/ReadVariableOp_1" -> "5285 NASNet/separable_conv_2_bn_normal_left5_12/FusedBatchNormV3"; -"5285 NASNet/separable_conv_2_bn_normal_left5_12/FusedBatchNormV3" -> "5329 NASNet/normal_add_5_12/add"; -"5286 NASNet/normal_left4_12/AvgPool" -> "5328 NASNet/normal_add_4_12/add"; -"5287 NASNet/normal_right4_12/AvgPool" -> "5328 NASNet/normal_add_4_12/add"; -"5288 NASNet/normal_left3_12/AvgPool" -> "5327 NASNet/normal_add_3_12/add"; -"5289 NASNet/separable_conv_2_bn_normal_left2_12/ReadVariableOp/resource" -> "5290 NASNet/separable_conv_2_bn_normal_left2_12/ReadVariableOp"; -"5290 NASNet/separable_conv_2_bn_normal_left2_12/ReadVariableOp" -> "5297 NASNet/separable_conv_2_bn_normal_left2_12/FusedBatchNormV3"; -"5291 NASNet/separable_conv_2_bn_normal_left2_12/ReadVariableOp_1/resource" -> "5292 NASNet/separable_conv_2_bn_normal_left2_12/ReadVariableOp_1"; -"5292 NASNet/separable_conv_2_bn_normal_left2_12/ReadVariableOp_1" -> "5297 NASNet/separable_conv_2_bn_normal_left2_12/FusedBatchNormV3"; -"5293 NASNet/separable_conv_2_bn_normal_left2_12/FusedBatchNormV3/ReadVariableOp/resource" -> "5294 NASNet/separable_conv_2_bn_normal_left2_12/FusedBatchNormV3/ReadVariableOp"; -"5294 NASNet/separable_conv_2_bn_normal_left2_12/FusedBatchNormV3/ReadVariableOp" -> "5297 NASNet/separable_conv_2_bn_normal_left2_12/FusedBatchNormV3"; -"5295 NASNet/separable_conv_2_bn_normal_left2_12/FusedBatchNormV3/ReadVariableOp_1/resource" -> "5296 NASNet/separable_conv_2_bn_normal_left2_12/FusedBatchNormV3/ReadVariableOp_1"; -"5296 NASNet/separable_conv_2_bn_normal_left2_12/FusedBatchNormV3/ReadVariableOp_1" -> "5297 NASNet/separable_conv_2_bn_normal_left2_12/FusedBatchNormV3"; -"5297 NASNet/separable_conv_2_bn_normal_left2_12/FusedBatchNormV3" -> "5326 NASNet/normal_add_2_12/add"; -"5298 NASNet/separable_conv_2_bn_normal_right2_12/ReadVariableOp/resource" -> "5299 NASNet/separable_conv_2_bn_normal_right2_12/ReadVariableOp"; -"5299 NASNet/separable_conv_2_bn_normal_right2_12/ReadVariableOp" -> "5306 NASNet/separable_conv_2_bn_normal_right2_12/FusedBatchNormV3"; -"5300 NASNet/separable_conv_2_bn_normal_right2_12/ReadVariableOp_1/resource" -> "5301 NASNet/separable_conv_2_bn_normal_right2_12/ReadVariableOp_1"; -"5301 NASNet/separable_conv_2_bn_normal_right2_12/ReadVariableOp_1" -> "5306 NASNet/separable_conv_2_bn_normal_right2_12/FusedBatchNormV3"; -"5302 NASNet/separable_conv_2_bn_normal_right2_12/FusedBatchNormV3/ReadVariableOp/resource" -> "5303 NASNet/separable_conv_2_bn_normal_right2_12/FusedBatchNormV3/ReadVariableOp"; -"5303 NASNet/separable_conv_2_bn_normal_right2_12/FusedBatchNormV3/ReadVariableOp" -> "5306 NASNet/separable_conv_2_bn_normal_right2_12/FusedBatchNormV3"; -"5304 NASNet/separable_conv_2_bn_normal_right2_12/FusedBatchNormV3/ReadVariableOp_1/resource" -> "5305 NASNet/separable_conv_2_bn_normal_right2_12/FusedBatchNormV3/ReadVariableOp_1"; -"5305 NASNet/separable_conv_2_bn_normal_right2_12/FusedBatchNormV3/ReadVariableOp_1" -> "5306 NASNet/separable_conv_2_bn_normal_right2_12/FusedBatchNormV3"; -"5306 NASNet/separable_conv_2_bn_normal_right2_12/FusedBatchNormV3" -> "5326 NASNet/normal_add_2_12/add"; -"5307 NASNet/separable_conv_2_bn_normal_left1_12/ReadVariableOp/resource" -> "5308 NASNet/separable_conv_2_bn_normal_left1_12/ReadVariableOp"; -"5308 NASNet/separable_conv_2_bn_normal_left1_12/ReadVariableOp" -> "5315 NASNet/separable_conv_2_bn_normal_left1_12/FusedBatchNormV3"; -"5309 NASNet/separable_conv_2_bn_normal_left1_12/ReadVariableOp_1/resource" -> "5310 NASNet/separable_conv_2_bn_normal_left1_12/ReadVariableOp_1"; -"5310 NASNet/separable_conv_2_bn_normal_left1_12/ReadVariableOp_1" -> "5315 NASNet/separable_conv_2_bn_normal_left1_12/FusedBatchNormV3"; -"5311 NASNet/separable_conv_2_bn_normal_left1_12/FusedBatchNormV3/ReadVariableOp/resource" -> "5312 NASNet/separable_conv_2_bn_normal_left1_12/FusedBatchNormV3/ReadVariableOp"; -"5312 NASNet/separable_conv_2_bn_normal_left1_12/FusedBatchNormV3/ReadVariableOp" -> "5315 NASNet/separable_conv_2_bn_normal_left1_12/FusedBatchNormV3"; -"5313 NASNet/separable_conv_2_bn_normal_left1_12/FusedBatchNormV3/ReadVariableOp_1/resource" -> "5314 NASNet/separable_conv_2_bn_normal_left1_12/FusedBatchNormV3/ReadVariableOp_1"; -"5314 NASNet/separable_conv_2_bn_normal_left1_12/FusedBatchNormV3/ReadVariableOp_1" -> "5315 NASNet/separable_conv_2_bn_normal_left1_12/FusedBatchNormV3"; -"5315 NASNet/separable_conv_2_bn_normal_left1_12/FusedBatchNormV3" -> "5325 NASNet/normal_add_1_12/add"; -"5316 NASNet/separable_conv_2_bn_normal_right1_12/ReadVariableOp/resource" -> "5317 NASNet/separable_conv_2_bn_normal_right1_12/ReadVariableOp"; -"5317 NASNet/separable_conv_2_bn_normal_right1_12/ReadVariableOp" -> "5324 NASNet/separable_conv_2_bn_normal_right1_12/FusedBatchNormV3"; -"5318 NASNet/separable_conv_2_bn_normal_right1_12/ReadVariableOp_1/resource" -> "5319 NASNet/separable_conv_2_bn_normal_right1_12/ReadVariableOp_1"; -"5319 NASNet/separable_conv_2_bn_normal_right1_12/ReadVariableOp_1" -> "5324 NASNet/separable_conv_2_bn_normal_right1_12/FusedBatchNormV3"; -"5320 NASNet/separable_conv_2_bn_normal_right1_12/FusedBatchNormV3/ReadVariableOp/resource" -> "5321 NASNet/separable_conv_2_bn_normal_right1_12/FusedBatchNormV3/ReadVariableOp"; -"5321 NASNet/separable_conv_2_bn_normal_right1_12/FusedBatchNormV3/ReadVariableOp" -> "5324 NASNet/separable_conv_2_bn_normal_right1_12/FusedBatchNormV3"; -"5322 NASNet/separable_conv_2_bn_normal_right1_12/FusedBatchNormV3/ReadVariableOp_1/resource" -> "5323 NASNet/separable_conv_2_bn_normal_right1_12/FusedBatchNormV3/ReadVariableOp_1"; -"5323 NASNet/separable_conv_2_bn_normal_right1_12/FusedBatchNormV3/ReadVariableOp_1" -> "5324 NASNet/separable_conv_2_bn_normal_right1_12/FusedBatchNormV3"; -"5324 NASNet/separable_conv_2_bn_normal_right1_12/FusedBatchNormV3" -> "5325 NASNet/normal_add_1_12/add"; -"5325 NASNet/normal_add_1_12/add" -> "5331 NASNet/normal_concat_12/concat"; -"5326 NASNet/normal_add_2_12/add" -> "5331 NASNet/normal_concat_12/concat"; -"5327 NASNet/normal_add_3_12/add" -> "5331 NASNet/normal_concat_12/concat"; -"5328 NASNet/normal_add_4_12/add" -> "5331 NASNet/normal_concat_12/concat"; -"5329 NASNet/normal_add_5_12/add" -> "5331 NASNet/normal_concat_12/concat"; -"5330 NASNet/normal_concat_12/concat/axis" -> "5331 NASNet/normal_concat_12/concat"; -"5331 NASNet/normal_concat_12/concat" -> "5332 NASNet/activation_187/Relu"; -"5332 NASNet/activation_187/Relu" -> "5334 NASNet/global_average_pooling2d/Mean"; -"5333 NASNet/global_average_pooling2d/Mean/reduction_indices" -> "5334 NASNet/global_average_pooling2d/Mean"; -"5334 NASNet/global_average_pooling2d/Mean" -> "5342 NASNet/predictions/MatMul"; -"5335 NASNet/predictions/Sigmoid/ReadVariableOp/resource" -> "5336 NASNet/predictions/Sigmoid/ReadVariableOp"; -"5336 NASNet/predictions/Sigmoid/ReadVariableOp" -> "5337 NASNet/predictions/Sigmoid"; -"5337 NASNet/predictions/Sigmoid" -> "5338 NASNet/predictions/Round"; -"5338 NASNet/predictions/Round" -> "5341 NASNet/predictions/mul"; -"5339 NASNet/predictions/ReadVariableOp/resource" -> "5340 NASNet/predictions/ReadVariableOp"; -"5340 NASNet/predictions/ReadVariableOp" -> "5341 NASNet/predictions/mul"; -"5341 NASNet/predictions/mul" -> "5342 NASNet/predictions/MatMul"; -"5342 NASNet/predictions/MatMul" -> "5345 NASNet/predictions/BiasAdd"; -"5343 NASNet/predictions/BiasAdd/ReadVariableOp/resource" -> "5344 NASNet/predictions/BiasAdd/ReadVariableOp"; -"5344 NASNet/predictions/BiasAdd/ReadVariableOp" -> "5345 NASNet/predictions/BiasAdd"; -"5345 NASNet/predictions/BiasAdd" -> "5346 NASNet/predictions/Softmax"; -"5346 NASNet/predictions/Softmax" -> "5347 Identity"; -} diff --git a/tests/tensorflow/data/reference_graphs/2.8/sparsity/rb_sparsity/resnet50.dot b/tests/tensorflow/data/reference_graphs/2.8/sparsity/rb_sparsity/resnet50.dot deleted file mode 100644 index 360cdb95d49..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.8/sparsity/rb_sparsity/resnet50.dot +++ /dev/null @@ -1,2309 +0,0 @@ -strict digraph { -"0 args_0" [id=0, op=Placeholder]; -"1 resnet50/conv1_pad/Pad/paddings" [id=1, op=Const]; -"2 resnet50/conv1_pad/Pad" [id=2, op=Pad]; -"3 resnet50/conv1_conv/Sigmoid/ReadVariableOp/resource" [id=3, op=Placeholder]; -"4 resnet50/conv1_conv/Sigmoid/ReadVariableOp" [id=4, op=ReadVariableOp]; -"5 resnet50/conv1_conv/Sigmoid" [id=5, op=Sigmoid]; -"6 resnet50/conv1_conv/Round" [id=6, op=Round]; -"7 resnet50/conv1_conv/ReadVariableOp/resource" [id=7, op=Placeholder]; -"8 resnet50/conv1_conv/ReadVariableOp" [id=8, op=ReadVariableOp]; -"9 resnet50/conv1_conv/mul" [id=9, op=Mul]; -"10 resnet50/conv1_conv/Conv2D" [id=10, op=Conv2D]; -"11 resnet50/conv1_conv/BiasAdd/ReadVariableOp/resource" [id=11, op=Placeholder]; -"12 resnet50/conv1_conv/BiasAdd/ReadVariableOp" [id=12, op=ReadVariableOp]; -"13 resnet50/conv1_conv/BiasAdd" [id=13, op=BiasAdd]; -"14 resnet50/conv1_bn/ReadVariableOp/resource" [id=14, op=Placeholder]; -"15 resnet50/conv1_bn/ReadVariableOp" [id=15, op=ReadVariableOp]; -"16 resnet50/conv1_bn/ReadVariableOp_1/resource" [id=16, op=Placeholder]; -"17 resnet50/conv1_bn/ReadVariableOp_1" [id=17, op=ReadVariableOp]; -"18 resnet50/conv1_bn/FusedBatchNormV3/ReadVariableOp/resource" [id=18, op=Placeholder]; -"19 resnet50/conv1_bn/FusedBatchNormV3/ReadVariableOp" [id=19, op=ReadVariableOp]; -"20 resnet50/conv1_bn/FusedBatchNormV3/ReadVariableOp_1/resource" [id=20, op=Placeholder]; -"21 resnet50/conv1_bn/FusedBatchNormV3/ReadVariableOp_1" [id=21, op=ReadVariableOp]; -"22 resnet50/conv1_bn/FusedBatchNormV3" [id=22, op=FusedBatchNormV3]; -"23 resnet50/conv1_relu/Relu" [id=23, op=Relu]; -"24 resnet50/pool1_pad/Pad/paddings" [id=24, op=Const]; -"25 resnet50/pool1_pad/Pad" [id=25, op=Pad]; -"26 resnet50/pool1_pool/MaxPool" [id=26, op=MaxPool]; -"27 resnet50/conv2_block1_1_conv/Sigmoid/ReadVariableOp/resource" [id=27, op=Placeholder]; -"28 resnet50/conv2_block1_1_conv/Sigmoid/ReadVariableOp" [id=28, op=ReadVariableOp]; -"29 resnet50/conv2_block1_1_conv/Sigmoid" [id=29, op=Sigmoid]; -"30 resnet50/conv2_block1_1_conv/Round" [id=30, op=Round]; -"31 resnet50/conv2_block1_1_conv/ReadVariableOp/resource" [id=31, op=Placeholder]; -"32 resnet50/conv2_block1_1_conv/ReadVariableOp" [id=32, op=ReadVariableOp]; -"33 resnet50/conv2_block1_1_conv/mul" [id=33, op=Mul]; -"34 resnet50/conv2_block1_1_conv/Conv2D" [id=34, op=Conv2D]; -"35 resnet50/conv2_block1_1_conv/BiasAdd/ReadVariableOp/resource" [id=35, op=Placeholder]; -"36 resnet50/conv2_block1_1_conv/BiasAdd/ReadVariableOp" [id=36, op=ReadVariableOp]; -"37 resnet50/conv2_block1_1_conv/BiasAdd" [id=37, op=BiasAdd]; -"38 resnet50/conv2_block1_1_bn/ReadVariableOp/resource" [id=38, op=Placeholder]; -"39 resnet50/conv2_block1_1_bn/ReadVariableOp" [id=39, op=ReadVariableOp]; -"40 resnet50/conv2_block1_1_bn/ReadVariableOp_1/resource" [id=40, op=Placeholder]; -"41 resnet50/conv2_block1_1_bn/ReadVariableOp_1" [id=41, op=ReadVariableOp]; -"42 resnet50/conv2_block1_1_bn/FusedBatchNormV3/ReadVariableOp/resource" [id=42, op=Placeholder]; -"43 resnet50/conv2_block1_1_bn/FusedBatchNormV3/ReadVariableOp" [id=43, op=ReadVariableOp]; -"44 resnet50/conv2_block1_1_bn/FusedBatchNormV3/ReadVariableOp_1/resource" [id=44, op=Placeholder]; -"45 resnet50/conv2_block1_1_bn/FusedBatchNormV3/ReadVariableOp_1" [id=45, op=ReadVariableOp]; -"46 resnet50/conv2_block1_1_bn/FusedBatchNormV3" [id=46, op=FusedBatchNormV3]; -"47 resnet50/conv2_block1_1_relu/Relu" [id=47, op=Relu]; -"48 resnet50/conv2_block1_2_conv/Sigmoid/ReadVariableOp/resource" [id=48, op=Placeholder]; -"49 resnet50/conv2_block1_2_conv/Sigmoid/ReadVariableOp" [id=49, op=ReadVariableOp]; -"50 resnet50/conv2_block1_2_conv/Sigmoid" [id=50, op=Sigmoid]; -"51 resnet50/conv2_block1_2_conv/Round" [id=51, op=Round]; -"52 resnet50/conv2_block1_2_conv/ReadVariableOp/resource" [id=52, op=Placeholder]; -"53 resnet50/conv2_block1_2_conv/ReadVariableOp" [id=53, op=ReadVariableOp]; -"54 resnet50/conv2_block1_2_conv/mul" [id=54, op=Mul]; -"55 resnet50/conv2_block1_2_conv/Conv2D" [id=55, op=Conv2D]; -"56 resnet50/conv2_block1_2_conv/BiasAdd/ReadVariableOp/resource" [id=56, op=Placeholder]; -"57 resnet50/conv2_block1_2_conv/BiasAdd/ReadVariableOp" [id=57, op=ReadVariableOp]; -"58 resnet50/conv2_block1_2_conv/BiasAdd" [id=58, op=BiasAdd]; -"59 resnet50/conv2_block1_2_bn/ReadVariableOp/resource" [id=59, op=Placeholder]; -"60 resnet50/conv2_block1_2_bn/ReadVariableOp" [id=60, op=ReadVariableOp]; -"61 resnet50/conv2_block1_2_bn/ReadVariableOp_1/resource" [id=61, op=Placeholder]; -"62 resnet50/conv2_block1_2_bn/ReadVariableOp_1" [id=62, op=ReadVariableOp]; -"63 resnet50/conv2_block1_2_bn/FusedBatchNormV3/ReadVariableOp/resource" [id=63, op=Placeholder]; -"64 resnet50/conv2_block1_2_bn/FusedBatchNormV3/ReadVariableOp" [id=64, op=ReadVariableOp]; -"65 resnet50/conv2_block1_2_bn/FusedBatchNormV3/ReadVariableOp_1/resource" [id=65, op=Placeholder]; -"66 resnet50/conv2_block1_2_bn/FusedBatchNormV3/ReadVariableOp_1" [id=66, op=ReadVariableOp]; -"67 resnet50/conv2_block1_2_bn/FusedBatchNormV3" [id=67, op=FusedBatchNormV3]; -"68 resnet50/conv2_block1_2_relu/Relu" [id=68, op=Relu]; -"69 resnet50/conv2_block1_3_conv/Sigmoid/ReadVariableOp/resource" [id=69, op=Placeholder]; -"70 resnet50/conv2_block1_3_conv/Sigmoid/ReadVariableOp" [id=70, op=ReadVariableOp]; -"71 resnet50/conv2_block1_3_conv/Sigmoid" [id=71, op=Sigmoid]; -"72 resnet50/conv2_block1_3_conv/Round" [id=72, op=Round]; -"73 resnet50/conv2_block1_3_conv/ReadVariableOp/resource" [id=73, op=Placeholder]; -"74 resnet50/conv2_block1_3_conv/ReadVariableOp" [id=74, op=ReadVariableOp]; -"75 resnet50/conv2_block1_3_conv/mul" [id=75, op=Mul]; -"76 resnet50/conv2_block1_3_conv/Conv2D" [id=76, op=Conv2D]; -"77 resnet50/conv2_block1_3_conv/BiasAdd/ReadVariableOp/resource" [id=77, op=Placeholder]; -"78 resnet50/conv2_block1_3_conv/BiasAdd/ReadVariableOp" [id=78, op=ReadVariableOp]; -"79 resnet50/conv2_block1_3_conv/BiasAdd" [id=79, op=BiasAdd]; -"80 resnet50/conv2_block1_0_conv/Sigmoid/ReadVariableOp/resource" [id=80, op=Placeholder]; -"81 resnet50/conv2_block1_0_conv/Sigmoid/ReadVariableOp" [id=81, op=ReadVariableOp]; -"82 resnet50/conv2_block1_0_conv/Sigmoid" [id=82, op=Sigmoid]; -"83 resnet50/conv2_block1_0_conv/Round" [id=83, op=Round]; -"84 resnet50/conv2_block1_0_conv/ReadVariableOp/resource" [id=84, op=Placeholder]; -"85 resnet50/conv2_block1_0_conv/ReadVariableOp" [id=85, op=ReadVariableOp]; -"86 resnet50/conv2_block1_0_conv/mul" [id=86, op=Mul]; -"87 resnet50/conv2_block1_0_conv/Conv2D" [id=87, op=Conv2D]; -"88 resnet50/conv2_block1_0_conv/BiasAdd/ReadVariableOp/resource" [id=88, op=Placeholder]; -"89 resnet50/conv2_block1_0_conv/BiasAdd/ReadVariableOp" [id=89, op=ReadVariableOp]; -"90 resnet50/conv2_block1_0_conv/BiasAdd" [id=90, op=BiasAdd]; -"91 resnet50/conv2_block1_0_bn/ReadVariableOp/resource" [id=91, op=Placeholder]; -"92 resnet50/conv2_block1_0_bn/ReadVariableOp" [id=92, op=ReadVariableOp]; -"93 resnet50/conv2_block1_0_bn/ReadVariableOp_1/resource" [id=93, op=Placeholder]; -"94 resnet50/conv2_block1_0_bn/ReadVariableOp_1" [id=94, op=ReadVariableOp]; -"95 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resnet50/conv4_block1_1_conv/Conv2D"; -"522 resnet50/conv4_block1_1_conv/Conv2D" -> "525 resnet50/conv4_block1_1_conv/BiasAdd"; -"523 resnet50/conv4_block1_1_conv/BiasAdd/ReadVariableOp/resource" -> "524 resnet50/conv4_block1_1_conv/BiasAdd/ReadVariableOp"; -"524 resnet50/conv4_block1_1_conv/BiasAdd/ReadVariableOp" -> "525 resnet50/conv4_block1_1_conv/BiasAdd"; -"525 resnet50/conv4_block1_1_conv/BiasAdd" -> "534 resnet50/conv4_block1_1_bn/FusedBatchNormV3"; -"526 resnet50/conv4_block1_1_bn/ReadVariableOp/resource" -> "527 resnet50/conv4_block1_1_bn/ReadVariableOp"; -"527 resnet50/conv4_block1_1_bn/ReadVariableOp" -> "534 resnet50/conv4_block1_1_bn/FusedBatchNormV3"; -"528 resnet50/conv4_block1_1_bn/ReadVariableOp_1/resource" -> "529 resnet50/conv4_block1_1_bn/ReadVariableOp_1"; -"529 resnet50/conv4_block1_1_bn/ReadVariableOp_1" -> "534 resnet50/conv4_block1_1_bn/FusedBatchNormV3"; -"530 resnet50/conv4_block1_1_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "531 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resnet50/conv4_block6_3_bn/FusedBatchNormV3" -> "917 resnet50/conv4_block6_add/add"; -"917 resnet50/conv4_block6_add/add" -> "918 resnet50/conv4_block6_out/Relu"; -"918 resnet50/conv4_block6_out/Relu" -> "926 resnet50/conv5_block1_1_conv/Conv2D"; -"918 resnet50/conv4_block6_out/Relu" -> "979 resnet50/conv5_block1_0_conv/Conv2D"; -"919 resnet50/conv5_block1_1_conv/Sigmoid/ReadVariableOp/resource" -> "920 resnet50/conv5_block1_1_conv/Sigmoid/ReadVariableOp"; -"920 resnet50/conv5_block1_1_conv/Sigmoid/ReadVariableOp" -> "921 resnet50/conv5_block1_1_conv/Sigmoid"; -"921 resnet50/conv5_block1_1_conv/Sigmoid" -> "922 resnet50/conv5_block1_1_conv/Round"; -"922 resnet50/conv5_block1_1_conv/Round" -> "925 resnet50/conv5_block1_1_conv/mul"; -"923 resnet50/conv5_block1_1_conv/ReadVariableOp/resource" -> "924 resnet50/conv5_block1_1_conv/ReadVariableOp"; -"924 resnet50/conv5_block1_1_conv/ReadVariableOp" -> "925 resnet50/conv5_block1_1_conv/mul"; -"925 resnet50/conv5_block1_1_conv/mul" -> "926 resnet50/conv5_block1_1_conv/Conv2D"; -"926 resnet50/conv5_block1_1_conv/Conv2D" -> "929 resnet50/conv5_block1_1_conv/BiasAdd"; -"927 resnet50/conv5_block1_1_conv/BiasAdd/ReadVariableOp/resource" -> "928 resnet50/conv5_block1_1_conv/BiasAdd/ReadVariableOp"; -"928 resnet50/conv5_block1_1_conv/BiasAdd/ReadVariableOp" -> "929 resnet50/conv5_block1_1_conv/BiasAdd"; -"929 resnet50/conv5_block1_1_conv/BiasAdd" -> "938 resnet50/conv5_block1_1_bn/FusedBatchNormV3"; -"930 resnet50/conv5_block1_1_bn/ReadVariableOp/resource" -> "931 resnet50/conv5_block1_1_bn/ReadVariableOp"; -"931 resnet50/conv5_block1_1_bn/ReadVariableOp" -> "938 resnet50/conv5_block1_1_bn/FusedBatchNormV3"; -"932 resnet50/conv5_block1_1_bn/ReadVariableOp_1/resource" -> "933 resnet50/conv5_block1_1_bn/ReadVariableOp_1"; -"933 resnet50/conv5_block1_1_bn/ReadVariableOp_1" -> "938 resnet50/conv5_block1_1_bn/FusedBatchNormV3"; -"934 resnet50/conv5_block1_1_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "935 resnet50/conv5_block1_1_bn/FusedBatchNormV3/ReadVariableOp"; -"935 resnet50/conv5_block1_1_bn/FusedBatchNormV3/ReadVariableOp" -> "938 resnet50/conv5_block1_1_bn/FusedBatchNormV3"; -"936 resnet50/conv5_block1_1_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "937 resnet50/conv5_block1_1_bn/FusedBatchNormV3/ReadVariableOp_1"; -"937 resnet50/conv5_block1_1_bn/FusedBatchNormV3/ReadVariableOp_1" -> "938 resnet50/conv5_block1_1_bn/FusedBatchNormV3"; -"938 resnet50/conv5_block1_1_bn/FusedBatchNormV3" -> "939 resnet50/conv5_block1_1_relu/Relu"; -"939 resnet50/conv5_block1_1_relu/Relu" -> "947 resnet50/conv5_block1_2_conv/Conv2D"; -"940 resnet50/conv5_block1_2_conv/Sigmoid/ReadVariableOp/resource" -> "941 resnet50/conv5_block1_2_conv/Sigmoid/ReadVariableOp"; -"941 resnet50/conv5_block1_2_conv/Sigmoid/ReadVariableOp" -> "942 resnet50/conv5_block1_2_conv/Sigmoid"; -"942 resnet50/conv5_block1_2_conv/Sigmoid" -> "943 resnet50/conv5_block1_2_conv/Round"; -"943 resnet50/conv5_block1_2_conv/Round" -> "946 resnet50/conv5_block1_2_conv/mul"; -"944 resnet50/conv5_block1_2_conv/ReadVariableOp/resource" -> "945 resnet50/conv5_block1_2_conv/ReadVariableOp"; -"945 resnet50/conv5_block1_2_conv/ReadVariableOp" -> "946 resnet50/conv5_block1_2_conv/mul"; -"946 resnet50/conv5_block1_2_conv/mul" -> "947 resnet50/conv5_block1_2_conv/Conv2D"; -"947 resnet50/conv5_block1_2_conv/Conv2D" -> "950 resnet50/conv5_block1_2_conv/BiasAdd"; -"948 resnet50/conv5_block1_2_conv/BiasAdd/ReadVariableOp/resource" -> "949 resnet50/conv5_block1_2_conv/BiasAdd/ReadVariableOp"; -"949 resnet50/conv5_block1_2_conv/BiasAdd/ReadVariableOp" -> "950 resnet50/conv5_block1_2_conv/BiasAdd"; -"950 resnet50/conv5_block1_2_conv/BiasAdd" -> "959 resnet50/conv5_block1_2_bn/FusedBatchNormV3"; -"951 resnet50/conv5_block1_2_bn/ReadVariableOp/resource" -> "952 resnet50/conv5_block1_2_bn/ReadVariableOp"; -"952 resnet50/conv5_block1_2_bn/ReadVariableOp" -> "959 resnet50/conv5_block1_2_bn/FusedBatchNormV3"; -"953 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resnet50/conv5_block1_3_conv/BiasAdd" -> "1000 resnet50/conv5_block1_3_bn/FusedBatchNormV3"; -"972 resnet50/conv5_block1_0_conv/Sigmoid/ReadVariableOp/resource" -> "973 resnet50/conv5_block1_0_conv/Sigmoid/ReadVariableOp"; -"973 resnet50/conv5_block1_0_conv/Sigmoid/ReadVariableOp" -> "974 resnet50/conv5_block1_0_conv/Sigmoid"; -"974 resnet50/conv5_block1_0_conv/Sigmoid" -> "975 resnet50/conv5_block1_0_conv/Round"; -"975 resnet50/conv5_block1_0_conv/Round" -> "978 resnet50/conv5_block1_0_conv/mul"; -"976 resnet50/conv5_block1_0_conv/ReadVariableOp/resource" -> "977 resnet50/conv5_block1_0_conv/ReadVariableOp"; -"977 resnet50/conv5_block1_0_conv/ReadVariableOp" -> "978 resnet50/conv5_block1_0_conv/mul"; -"978 resnet50/conv5_block1_0_conv/mul" -> "979 resnet50/conv5_block1_0_conv/Conv2D"; -"979 resnet50/conv5_block1_0_conv/Conv2D" -> "982 resnet50/conv5_block1_0_conv/BiasAdd"; -"980 resnet50/conv5_block1_0_conv/BiasAdd/ReadVariableOp/resource" -> "981 resnet50/conv5_block1_0_conv/BiasAdd/ReadVariableOp"; -"981 resnet50/conv5_block1_0_conv/BiasAdd/ReadVariableOp" -> "982 resnet50/conv5_block1_0_conv/BiasAdd"; -"982 resnet50/conv5_block1_0_conv/BiasAdd" -> "991 resnet50/conv5_block1_0_bn/FusedBatchNormV3"; -"983 resnet50/conv5_block1_0_bn/ReadVariableOp/resource" -> "984 resnet50/conv5_block1_0_bn/ReadVariableOp"; -"984 resnet50/conv5_block1_0_bn/ReadVariableOp" -> "991 resnet50/conv5_block1_0_bn/FusedBatchNormV3"; -"985 resnet50/conv5_block1_0_bn/ReadVariableOp_1/resource" -> "986 resnet50/conv5_block1_0_bn/ReadVariableOp_1"; -"986 resnet50/conv5_block1_0_bn/ReadVariableOp_1" -> "991 resnet50/conv5_block1_0_bn/FusedBatchNormV3"; -"987 resnet50/conv5_block1_0_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "988 resnet50/conv5_block1_0_bn/FusedBatchNormV3/ReadVariableOp"; -"988 resnet50/conv5_block1_0_bn/FusedBatchNormV3/ReadVariableOp" -> "991 resnet50/conv5_block1_0_bn/FusedBatchNormV3"; -"989 resnet50/conv5_block1_0_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "990 resnet50/conv5_block1_0_bn/FusedBatchNormV3/ReadVariableOp_1"; -"990 resnet50/conv5_block1_0_bn/FusedBatchNormV3/ReadVariableOp_1" -> "991 resnet50/conv5_block1_0_bn/FusedBatchNormV3"; -"991 resnet50/conv5_block1_0_bn/FusedBatchNormV3" -> "1001 resnet50/conv5_block1_add/add"; -"992 resnet50/conv5_block1_3_bn/ReadVariableOp/resource" -> "993 resnet50/conv5_block1_3_bn/ReadVariableOp"; -"993 resnet50/conv5_block1_3_bn/ReadVariableOp" -> "1000 resnet50/conv5_block1_3_bn/FusedBatchNormV3"; -"994 resnet50/conv5_block1_3_bn/ReadVariableOp_1/resource" -> "995 resnet50/conv5_block1_3_bn/ReadVariableOp_1"; -"995 resnet50/conv5_block1_3_bn/ReadVariableOp_1" -> "1000 resnet50/conv5_block1_3_bn/FusedBatchNormV3"; -"996 resnet50/conv5_block1_3_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "997 resnet50/conv5_block1_3_bn/FusedBatchNormV3/ReadVariableOp"; -"997 resnet50/conv5_block1_3_bn/FusedBatchNormV3/ReadVariableOp" -> "1000 resnet50/conv5_block1_3_bn/FusedBatchNormV3"; -"998 resnet50/conv5_block1_3_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "999 resnet50/conv5_block1_3_bn/FusedBatchNormV3/ReadVariableOp_1"; -"999 resnet50/conv5_block1_3_bn/FusedBatchNormV3/ReadVariableOp_1" -> "1000 resnet50/conv5_block1_3_bn/FusedBatchNormV3"; -"1000 resnet50/conv5_block1_3_bn/FusedBatchNormV3" -> "1001 resnet50/conv5_block1_add/add"; -"1001 resnet50/conv5_block1_add/add" -> "1002 resnet50/conv5_block1_out/Relu"; -"1002 resnet50/conv5_block1_out/Relu" -> "1010 resnet50/conv5_block2_1_conv/Conv2D"; -"1002 resnet50/conv5_block1_out/Relu" -> "1065 resnet50/conv5_block2_add/add"; -"1003 resnet50/conv5_block2_1_conv/Sigmoid/ReadVariableOp/resource" -> "1004 resnet50/conv5_block2_1_conv/Sigmoid/ReadVariableOp"; -"1004 resnet50/conv5_block2_1_conv/Sigmoid/ReadVariableOp" -> "1005 resnet50/conv5_block2_1_conv/Sigmoid"; -"1005 resnet50/conv5_block2_1_conv/Sigmoid" -> "1006 resnet50/conv5_block2_1_conv/Round"; 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resnet50/conv5_block2_1_bn/FusedBatchNormV3"; -"1016 resnet50/conv5_block2_1_bn/ReadVariableOp_1/resource" -> "1017 resnet50/conv5_block2_1_bn/ReadVariableOp_1"; -"1017 resnet50/conv5_block2_1_bn/ReadVariableOp_1" -> "1022 resnet50/conv5_block2_1_bn/FusedBatchNormV3"; -"1018 resnet50/conv5_block2_1_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "1019 resnet50/conv5_block2_1_bn/FusedBatchNormV3/ReadVariableOp"; -"1019 resnet50/conv5_block2_1_bn/FusedBatchNormV3/ReadVariableOp" -> "1022 resnet50/conv5_block2_1_bn/FusedBatchNormV3"; -"1020 resnet50/conv5_block2_1_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1021 resnet50/conv5_block2_1_bn/FusedBatchNormV3/ReadVariableOp_1"; -"1021 resnet50/conv5_block2_1_bn/FusedBatchNormV3/ReadVariableOp_1" -> "1022 resnet50/conv5_block2_1_bn/FusedBatchNormV3"; -"1022 resnet50/conv5_block2_1_bn/FusedBatchNormV3" -> "1023 resnet50/conv5_block2_1_relu/Relu"; -"1023 resnet50/conv5_block2_1_relu/Relu" -> "1031 resnet50/conv5_block2_2_conv/Conv2D"; 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resnet50/conv5_block2_2_conv/BiasAdd/ReadVariableOp" -> "1034 resnet50/conv5_block2_2_conv/BiasAdd"; -"1034 resnet50/conv5_block2_2_conv/BiasAdd" -> "1043 resnet50/conv5_block2_2_bn/FusedBatchNormV3"; -"1035 resnet50/conv5_block2_2_bn/ReadVariableOp/resource" -> "1036 resnet50/conv5_block2_2_bn/ReadVariableOp"; -"1036 resnet50/conv5_block2_2_bn/ReadVariableOp" -> "1043 resnet50/conv5_block2_2_bn/FusedBatchNormV3"; -"1037 resnet50/conv5_block2_2_bn/ReadVariableOp_1/resource" -> "1038 resnet50/conv5_block2_2_bn/ReadVariableOp_1"; -"1038 resnet50/conv5_block2_2_bn/ReadVariableOp_1" -> "1043 resnet50/conv5_block2_2_bn/FusedBatchNormV3"; -"1039 resnet50/conv5_block2_2_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "1040 resnet50/conv5_block2_2_bn/FusedBatchNormV3/ReadVariableOp"; -"1040 resnet50/conv5_block2_2_bn/FusedBatchNormV3/ReadVariableOp" -> "1043 resnet50/conv5_block2_2_bn/FusedBatchNormV3"; -"1041 resnet50/conv5_block2_2_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1042 resnet50/conv5_block2_2_bn/FusedBatchNormV3/ReadVariableOp_1"; -"1042 resnet50/conv5_block2_2_bn/FusedBatchNormV3/ReadVariableOp_1" -> "1043 resnet50/conv5_block2_2_bn/FusedBatchNormV3"; -"1043 resnet50/conv5_block2_2_bn/FusedBatchNormV3" -> "1044 resnet50/conv5_block2_2_relu/Relu"; -"1044 resnet50/conv5_block2_2_relu/Relu" -> "1052 resnet50/conv5_block2_3_conv/Conv2D"; -"1045 resnet50/conv5_block2_3_conv/Sigmoid/ReadVariableOp/resource" -> "1046 resnet50/conv5_block2_3_conv/Sigmoid/ReadVariableOp"; -"1046 resnet50/conv5_block2_3_conv/Sigmoid/ReadVariableOp" -> "1047 resnet50/conv5_block2_3_conv/Sigmoid"; -"1047 resnet50/conv5_block2_3_conv/Sigmoid" -> "1048 resnet50/conv5_block2_3_conv/Round"; -"1048 resnet50/conv5_block2_3_conv/Round" -> "1051 resnet50/conv5_block2_3_conv/mul"; -"1049 resnet50/conv5_block2_3_conv/ReadVariableOp/resource" -> "1050 resnet50/conv5_block2_3_conv/ReadVariableOp"; -"1050 resnet50/conv5_block2_3_conv/ReadVariableOp" -> "1051 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resnet50/conv5_block3_3_conv/Round" -> "1115 resnet50/conv5_block3_3_conv/mul"; -"1113 resnet50/conv5_block3_3_conv/ReadVariableOp/resource" -> "1114 resnet50/conv5_block3_3_conv/ReadVariableOp"; -"1114 resnet50/conv5_block3_3_conv/ReadVariableOp" -> "1115 resnet50/conv5_block3_3_conv/mul"; -"1115 resnet50/conv5_block3_3_conv/mul" -> "1116 resnet50/conv5_block3_3_conv/Conv2D"; -"1116 resnet50/conv5_block3_3_conv/Conv2D" -> "1119 resnet50/conv5_block3_3_conv/BiasAdd"; -"1117 resnet50/conv5_block3_3_conv/BiasAdd/ReadVariableOp/resource" -> "1118 resnet50/conv5_block3_3_conv/BiasAdd/ReadVariableOp"; -"1118 resnet50/conv5_block3_3_conv/BiasAdd/ReadVariableOp" -> "1119 resnet50/conv5_block3_3_conv/BiasAdd"; -"1119 resnet50/conv5_block3_3_conv/BiasAdd" -> "1128 resnet50/conv5_block3_3_bn/FusedBatchNormV3"; -"1120 resnet50/conv5_block3_3_bn/ReadVariableOp/resource" -> "1121 resnet50/conv5_block3_3_bn/ReadVariableOp"; -"1121 resnet50/conv5_block3_3_bn/ReadVariableOp" -> "1128 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resnet50/conv5_block3_out/Relu" -> "1132 resnet50/avg_pool/Mean"; -"1131 resnet50/avg_pool/Mean/reduction_indices" -> "1132 resnet50/avg_pool/Mean"; -"1132 resnet50/avg_pool/Mean" -> "1140 resnet50/predictions/MatMul"; -"1133 resnet50/predictions/Sigmoid/ReadVariableOp/resource" -> "1134 resnet50/predictions/Sigmoid/ReadVariableOp"; -"1134 resnet50/predictions/Sigmoid/ReadVariableOp" -> "1135 resnet50/predictions/Sigmoid"; -"1135 resnet50/predictions/Sigmoid" -> "1136 resnet50/predictions/Round"; -"1136 resnet50/predictions/Round" -> "1139 resnet50/predictions/mul"; -"1137 resnet50/predictions/ReadVariableOp/resource" -> "1138 resnet50/predictions/ReadVariableOp"; -"1138 resnet50/predictions/ReadVariableOp" -> "1139 resnet50/predictions/mul"; -"1139 resnet50/predictions/mul" -> "1140 resnet50/predictions/MatMul"; -"1140 resnet50/predictions/MatMul" -> "1143 resnet50/predictions/BiasAdd"; -"1141 resnet50/predictions/BiasAdd/ReadVariableOp/resource" -> "1142 resnet50/predictions/BiasAdd/ReadVariableOp"; -"1142 resnet50/predictions/BiasAdd/ReadVariableOp" -> "1143 resnet50/predictions/BiasAdd"; -"1143 resnet50/predictions/BiasAdd" -> "1144 resnet50/predictions/Softmax"; -"1144 resnet50/predictions/Softmax" -> "1145 Identity"; -} diff --git a/tests/tensorflow/data/reference_graphs/2.8/sparsity/rb_sparsity/resnet50v2.dot b/tests/tensorflow/data/reference_graphs/2.8/sparsity/rb_sparsity/resnet50v2.dot deleted file mode 100644 index 9cf3b8a6fc2..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.8/sparsity/rb_sparsity/resnet50v2.dot +++ /dev/null @@ -1,2115 +0,0 @@ -strict digraph { -"0 args_0" [id=0, op=Placeholder]; -"1 resnet50v2/conv1_pad/Pad/paddings" [id=1, op=Const]; -"2 resnet50v2/conv1_pad/Pad" [id=2, op=Pad]; -"3 resnet50v2/conv1_conv/Sigmoid/ReadVariableOp/resource" [id=3, op=Placeholder]; -"4 resnet50v2/conv1_conv/Sigmoid/ReadVariableOp" [id=4, op=ReadVariableOp]; -"5 resnet50v2/conv1_conv/Sigmoid" [id=5, op=Sigmoid]; -"6 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resnet50v2/conv5_block2_3_conv/BiasAdd/ReadVariableOp" -> "962 resnet50v2/conv5_block2_3_conv/BiasAdd"; -"962 resnet50v2/conv5_block2_3_conv/BiasAdd" -> "963 resnet50v2/conv5_block2_out/add"; -"963 resnet50v2/conv5_block2_out/add" -> "972 resnet50v2/conv5_block3_preact_bn/FusedBatchNormV3"; -"963 resnet50v2/conv5_block2_out/add" -> "1023 resnet50v2/conv5_block3_out/add"; -"964 resnet50v2/conv5_block3_preact_bn/ReadVariableOp/resource" -> "965 resnet50v2/conv5_block3_preact_bn/ReadVariableOp"; -"965 resnet50v2/conv5_block3_preact_bn/ReadVariableOp" -> "972 resnet50v2/conv5_block3_preact_bn/FusedBatchNormV3"; -"966 resnet50v2/conv5_block3_preact_bn/ReadVariableOp_1/resource" -> "967 resnet50v2/conv5_block3_preact_bn/ReadVariableOp_1"; -"967 resnet50v2/conv5_block3_preact_bn/ReadVariableOp_1" -> "972 resnet50v2/conv5_block3_preact_bn/FusedBatchNormV3"; -"968 resnet50v2/conv5_block3_preact_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "969 resnet50v2/conv5_block3_preact_bn/FusedBatchNormV3/ReadVariableOp"; -"969 resnet50v2/conv5_block3_preact_bn/FusedBatchNormV3/ReadVariableOp" -> "972 resnet50v2/conv5_block3_preact_bn/FusedBatchNormV3"; -"970 resnet50v2/conv5_block3_preact_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "971 resnet50v2/conv5_block3_preact_bn/FusedBatchNormV3/ReadVariableOp_1"; -"971 resnet50v2/conv5_block3_preact_bn/FusedBatchNormV3/ReadVariableOp_1" -> "972 resnet50v2/conv5_block3_preact_bn/FusedBatchNormV3"; -"972 resnet50v2/conv5_block3_preact_bn/FusedBatchNormV3" -> "973 resnet50v2/conv5_block3_preact_relu/Relu"; -"973 resnet50v2/conv5_block3_preact_relu/Relu" -> "981 resnet50v2/conv5_block3_1_conv/Conv2D"; -"974 resnet50v2/conv5_block3_1_conv/Sigmoid/ReadVariableOp/resource" -> "975 resnet50v2/conv5_block3_1_conv/Sigmoid/ReadVariableOp"; -"975 resnet50v2/conv5_block3_1_conv/Sigmoid/ReadVariableOp" -> "976 resnet50v2/conv5_block3_1_conv/Sigmoid"; -"976 resnet50v2/conv5_block3_1_conv/Sigmoid" -> "977 resnet50v2/conv5_block3_1_conv/Round"; -"977 resnet50v2/conv5_block3_1_conv/Round" -> "980 resnet50v2/conv5_block3_1_conv/mul"; -"978 resnet50v2/conv5_block3_1_conv/ReadVariableOp/resource" -> "979 resnet50v2/conv5_block3_1_conv/ReadVariableOp"; -"979 resnet50v2/conv5_block3_1_conv/ReadVariableOp" -> "980 resnet50v2/conv5_block3_1_conv/mul"; -"980 resnet50v2/conv5_block3_1_conv/mul" -> "981 resnet50v2/conv5_block3_1_conv/Conv2D"; -"981 resnet50v2/conv5_block3_1_conv/Conv2D" -> "990 resnet50v2/conv5_block3_1_bn/FusedBatchNormV3"; -"982 resnet50v2/conv5_block3_1_bn/ReadVariableOp/resource" -> "983 resnet50v2/conv5_block3_1_bn/ReadVariableOp"; -"983 resnet50v2/conv5_block3_1_bn/ReadVariableOp" -> "990 resnet50v2/conv5_block3_1_bn/FusedBatchNormV3"; -"984 resnet50v2/conv5_block3_1_bn/ReadVariableOp_1/resource" -> "985 resnet50v2/conv5_block3_1_bn/ReadVariableOp_1"; -"985 resnet50v2/conv5_block3_1_bn/ReadVariableOp_1" -> "990 resnet50v2/conv5_block3_1_bn/FusedBatchNormV3"; -"986 resnet50v2/conv5_block3_1_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "987 resnet50v2/conv5_block3_1_bn/FusedBatchNormV3/ReadVariableOp"; -"987 resnet50v2/conv5_block3_1_bn/FusedBatchNormV3/ReadVariableOp" -> "990 resnet50v2/conv5_block3_1_bn/FusedBatchNormV3"; -"988 resnet50v2/conv5_block3_1_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "989 resnet50v2/conv5_block3_1_bn/FusedBatchNormV3/ReadVariableOp_1"; -"989 resnet50v2/conv5_block3_1_bn/FusedBatchNormV3/ReadVariableOp_1" -> "990 resnet50v2/conv5_block3_1_bn/FusedBatchNormV3"; -"990 resnet50v2/conv5_block3_1_bn/FusedBatchNormV3" -> "991 resnet50v2/conv5_block3_1_relu/Relu"; -"991 resnet50v2/conv5_block3_1_relu/Relu" -> "993 resnet50v2/conv5_block3_2_pad/Pad"; -"992 resnet50v2/conv5_block3_2_pad/Pad/paddings" -> "993 resnet50v2/conv5_block3_2_pad/Pad"; -"993 resnet50v2/conv5_block3_2_pad/Pad" -> "1001 resnet50v2/conv5_block3_2_conv/Conv2D"; -"994 resnet50v2/conv5_block3_2_conv/Sigmoid/ReadVariableOp/resource" -> "995 resnet50v2/conv5_block3_2_conv/Sigmoid/ReadVariableOp"; -"995 resnet50v2/conv5_block3_2_conv/Sigmoid/ReadVariableOp" -> "996 resnet50v2/conv5_block3_2_conv/Sigmoid"; -"996 resnet50v2/conv5_block3_2_conv/Sigmoid" -> "997 resnet50v2/conv5_block3_2_conv/Round"; -"997 resnet50v2/conv5_block3_2_conv/Round" -> "1000 resnet50v2/conv5_block3_2_conv/mul"; -"998 resnet50v2/conv5_block3_2_conv/ReadVariableOp/resource" -> "999 resnet50v2/conv5_block3_2_conv/ReadVariableOp"; -"999 resnet50v2/conv5_block3_2_conv/ReadVariableOp" -> "1000 resnet50v2/conv5_block3_2_conv/mul"; -"1000 resnet50v2/conv5_block3_2_conv/mul" -> "1001 resnet50v2/conv5_block3_2_conv/Conv2D"; -"1001 resnet50v2/conv5_block3_2_conv/Conv2D" -> "1010 resnet50v2/conv5_block3_2_bn/FusedBatchNormV3"; -"1002 resnet50v2/conv5_block3_2_bn/ReadVariableOp/resource" -> "1003 resnet50v2/conv5_block3_2_bn/ReadVariableOp"; -"1003 resnet50v2/conv5_block3_2_bn/ReadVariableOp" -> "1010 resnet50v2/conv5_block3_2_bn/FusedBatchNormV3"; -"1004 resnet50v2/conv5_block3_2_bn/ReadVariableOp_1/resource" -> "1005 resnet50v2/conv5_block3_2_bn/ReadVariableOp_1"; -"1005 resnet50v2/conv5_block3_2_bn/ReadVariableOp_1" -> "1010 resnet50v2/conv5_block3_2_bn/FusedBatchNormV3"; -"1006 resnet50v2/conv5_block3_2_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "1007 resnet50v2/conv5_block3_2_bn/FusedBatchNormV3/ReadVariableOp"; -"1007 resnet50v2/conv5_block3_2_bn/FusedBatchNormV3/ReadVariableOp" -> "1010 resnet50v2/conv5_block3_2_bn/FusedBatchNormV3"; -"1008 resnet50v2/conv5_block3_2_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1009 resnet50v2/conv5_block3_2_bn/FusedBatchNormV3/ReadVariableOp_1"; -"1009 resnet50v2/conv5_block3_2_bn/FusedBatchNormV3/ReadVariableOp_1" -> "1010 resnet50v2/conv5_block3_2_bn/FusedBatchNormV3"; -"1010 resnet50v2/conv5_block3_2_bn/FusedBatchNormV3" -> "1011 resnet50v2/conv5_block3_2_relu/Relu"; -"1011 resnet50v2/conv5_block3_2_relu/Relu" -> "1019 resnet50v2/conv5_block3_3_conv/Conv2D"; -"1012 resnet50v2/conv5_block3_3_conv/Sigmoid/ReadVariableOp/resource" -> "1013 resnet50v2/conv5_block3_3_conv/Sigmoid/ReadVariableOp"; -"1013 resnet50v2/conv5_block3_3_conv/Sigmoid/ReadVariableOp" -> "1014 resnet50v2/conv5_block3_3_conv/Sigmoid"; -"1014 resnet50v2/conv5_block3_3_conv/Sigmoid" -> "1015 resnet50v2/conv5_block3_3_conv/Round"; -"1015 resnet50v2/conv5_block3_3_conv/Round" -> "1018 resnet50v2/conv5_block3_3_conv/mul"; -"1016 resnet50v2/conv5_block3_3_conv/ReadVariableOp/resource" -> "1017 resnet50v2/conv5_block3_3_conv/ReadVariableOp"; -"1017 resnet50v2/conv5_block3_3_conv/ReadVariableOp" -> "1018 resnet50v2/conv5_block3_3_conv/mul"; -"1018 resnet50v2/conv5_block3_3_conv/mul" -> "1019 resnet50v2/conv5_block3_3_conv/Conv2D"; -"1019 resnet50v2/conv5_block3_3_conv/Conv2D" -> "1022 resnet50v2/conv5_block3_3_conv/BiasAdd"; -"1020 resnet50v2/conv5_block3_3_conv/BiasAdd/ReadVariableOp/resource" -> "1021 resnet50v2/conv5_block3_3_conv/BiasAdd/ReadVariableOp"; -"1021 resnet50v2/conv5_block3_3_conv/BiasAdd/ReadVariableOp" -> "1022 resnet50v2/conv5_block3_3_conv/BiasAdd"; -"1022 resnet50v2/conv5_block3_3_conv/BiasAdd" -> "1023 resnet50v2/conv5_block3_out/add"; -"1023 resnet50v2/conv5_block3_out/add" -> "1032 resnet50v2/post_bn/FusedBatchNormV3"; -"1024 resnet50v2/post_bn/ReadVariableOp/resource" -> "1025 resnet50v2/post_bn/ReadVariableOp"; -"1025 resnet50v2/post_bn/ReadVariableOp" -> "1032 resnet50v2/post_bn/FusedBatchNormV3"; -"1026 resnet50v2/post_bn/ReadVariableOp_1/resource" -> "1027 resnet50v2/post_bn/ReadVariableOp_1"; -"1027 resnet50v2/post_bn/ReadVariableOp_1" -> "1032 resnet50v2/post_bn/FusedBatchNormV3"; -"1028 resnet50v2/post_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "1029 resnet50v2/post_bn/FusedBatchNormV3/ReadVariableOp"; -"1029 resnet50v2/post_bn/FusedBatchNormV3/ReadVariableOp" -> "1032 resnet50v2/post_bn/FusedBatchNormV3"; -"1030 resnet50v2/post_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1031 resnet50v2/post_bn/FusedBatchNormV3/ReadVariableOp_1"; -"1031 resnet50v2/post_bn/FusedBatchNormV3/ReadVariableOp_1" -> "1032 resnet50v2/post_bn/FusedBatchNormV3"; -"1032 resnet50v2/post_bn/FusedBatchNormV3" -> "1033 resnet50v2/post_relu/Relu"; -"1033 resnet50v2/post_relu/Relu" -> "1035 resnet50v2/avg_pool/Mean"; -"1034 resnet50v2/avg_pool/Mean/reduction_indices" -> "1035 resnet50v2/avg_pool/Mean"; -"1035 resnet50v2/avg_pool/Mean" -> "1043 resnet50v2/predictions/MatMul"; -"1036 resnet50v2/predictions/Sigmoid/ReadVariableOp/resource" -> "1037 resnet50v2/predictions/Sigmoid/ReadVariableOp"; -"1037 resnet50v2/predictions/Sigmoid/ReadVariableOp" -> "1038 resnet50v2/predictions/Sigmoid"; -"1038 resnet50v2/predictions/Sigmoid" -> "1039 resnet50v2/predictions/Round"; -"1039 resnet50v2/predictions/Round" -> "1042 resnet50v2/predictions/mul"; -"1040 resnet50v2/predictions/ReadVariableOp/resource" -> "1041 resnet50v2/predictions/ReadVariableOp"; -"1041 resnet50v2/predictions/ReadVariableOp" -> "1042 resnet50v2/predictions/mul"; -"1042 resnet50v2/predictions/mul" -> "1043 resnet50v2/predictions/MatMul"; -"1043 resnet50v2/predictions/MatMul" -> "1046 resnet50v2/predictions/BiasAdd"; -"1044 resnet50v2/predictions/BiasAdd/ReadVariableOp/resource" -> "1045 resnet50v2/predictions/BiasAdd/ReadVariableOp"; -"1045 resnet50v2/predictions/BiasAdd/ReadVariableOp" -> "1046 resnet50v2/predictions/BiasAdd"; -"1046 resnet50v2/predictions/BiasAdd" -> "1047 resnet50v2/predictions/Softmax"; -"1047 resnet50v2/predictions/Softmax" -> "1048 Identity"; -} diff --git a/tests/tensorflow/data/reference_graphs/2.8/sparsity/rb_sparsity/retinanet.dot b/tests/tensorflow/data/reference_graphs/2.8/sparsity/rb_sparsity/retinanet.dot deleted file mode 100644 index 5a89a220ea6..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.8/sparsity/rb_sparsity/retinanet.dot +++ /dev/null @@ -1,4083 +0,0 @@ -strict digraph { -"0 args_0" [id=0, op=Placeholder]; -"1 retinanet/tf.compat.v1.pad/Pad/paddings" [id=1, op=Const]; -"2 retinanet/tf.compat.v1.pad/Pad" [id=2, op=Pad]; -"3 retinanet/conv2d/Sigmoid/ReadVariableOp/resource" [id=3, op=Placeholder]; -"4 retinanet/conv2d/Sigmoid/ReadVariableOp" [id=4, op=ReadVariableOp]; -"5 retinanet/conv2d/Sigmoid" [id=5, op=Sigmoid]; -"6 retinanet/conv2d/Round" [id=6, op=Round]; -"7 retinanet/conv2d/ReadVariableOp/resource" [id=7, op=Placeholder]; -"8 retinanet/conv2d/ReadVariableOp" [id=8, op=ReadVariableOp]; -"9 retinanet/conv2d/mul" [id=9, op=Mul]; -"10 retinanet/conv2d/Conv2D" [id=10, op=Conv2D]; -"11 retinanet/tf.identity/Identity" [id=11, op=Identity]; -"12 retinanet/batch_normalization/ReadVariableOp/resource" [id=12, op=Placeholder]; -"13 retinanet/batch_normalization/ReadVariableOp" [id=13, op=ReadVariableOp]; -"14 retinanet/batch_normalization/ReadVariableOp_1/resource" [id=14, op=Placeholder]; -"15 retinanet/batch_normalization/ReadVariableOp_1" [id=15, op=ReadVariableOp]; -"16 retinanet/batch_normalization/FusedBatchNormV3/ReadVariableOp/resource" [id=16, op=Placeholder]; -"17 retinanet/batch_normalization/FusedBatchNormV3/ReadVariableOp" [id=17, op=ReadVariableOp]; -"18 retinanet/batch_normalization/FusedBatchNormV3/ReadVariableOp_1/resource" [id=18, op=Placeholder]; -"19 retinanet/batch_normalization/FusedBatchNormV3/ReadVariableOp_1" [id=19, op=ReadVariableOp]; -"20 retinanet/batch_normalization/FusedBatchNormV3" [id=20, op=FusedBatchNormV3]; -"21 retinanet/tf.nn.relu/Relu" [id=21, op=Relu]; -"22 retinanet/max_pooling2d/MaxPool" [id=22, op=MaxPool]; -"23 retinanet/tf.identity_1/Identity" [id=23, op=Identity]; -"24 retinanet/conv2d_2/Sigmoid/ReadVariableOp/resource" [id=24, op=Placeholder]; -"25 retinanet/conv2d_2/Sigmoid/ReadVariableOp" [id=25, op=ReadVariableOp]; -"26 retinanet/conv2d_2/Sigmoid" [id=26, op=Sigmoid]; -"27 retinanet/conv2d_2/Round" [id=27, op=Round]; -"28 retinanet/conv2d_2/ReadVariableOp/resource" [id=28, op=Placeholder]; -"29 retinanet/conv2d_2/ReadVariableOp" [id=29, op=ReadVariableOp]; -"30 retinanet/conv2d_2/mul" [id=30, op=Mul]; -"31 retinanet/conv2d_2/Conv2D" [id=31, op=Conv2D]; -"32 retinanet/batch_normalization_2/ReadVariableOp/resource" [id=32, op=Placeholder]; -"33 retinanet/batch_normalization_2/ReadVariableOp" [id=33, op=ReadVariableOp]; -"34 retinanet/batch_normalization_2/ReadVariableOp_1/resource" [id=34, op=Placeholder]; -"35 retinanet/batch_normalization_2/ReadVariableOp_1" [id=35, op=ReadVariableOp]; -"36 retinanet/batch_normalization_2/FusedBatchNormV3/ReadVariableOp/resource" [id=36, op=Placeholder]; -"37 retinanet/batch_normalization_2/FusedBatchNormV3/ReadVariableOp" [id=37, op=ReadVariableOp]; -"38 retinanet/batch_normalization_2/FusedBatchNormV3/ReadVariableOp_1/resource" [id=38, op=Placeholder]; -"39 retinanet/batch_normalization_2/FusedBatchNormV3/ReadVariableOp_1" [id=39, op=ReadVariableOp]; -"40 retinanet/batch_normalization_2/FusedBatchNormV3" [id=40, op=FusedBatchNormV3]; -"41 retinanet/tf.nn.relu_1/Relu" [id=41, op=Relu]; -"42 retinanet/conv2d_3/Sigmoid/ReadVariableOp/resource" [id=42, op=Placeholder]; -"43 retinanet/conv2d_3/Sigmoid/ReadVariableOp" [id=43, op=ReadVariableOp]; -"44 retinanet/conv2d_3/Sigmoid" [id=44, op=Sigmoid]; -"45 retinanet/conv2d_3/Round" [id=45, op=Round]; -"46 retinanet/conv2d_3/ReadVariableOp/resource" [id=46, op=Placeholder]; -"47 retinanet/conv2d_3/ReadVariableOp" [id=47, op=ReadVariableOp]; -"48 retinanet/conv2d_3/mul" [id=48, op=Mul]; -"49 retinanet/conv2d_3/Conv2D" [id=49, op=Conv2D]; -"50 retinanet/batch_normalization_3/ReadVariableOp/resource" [id=50, op=Placeholder]; -"51 retinanet/batch_normalization_3/ReadVariableOp" [id=51, op=ReadVariableOp]; -"52 retinanet/batch_normalization_3/ReadVariableOp_1/resource" [id=52, op=Placeholder]; -"53 retinanet/batch_normalization_3/ReadVariableOp_1" [id=53, op=ReadVariableOp]; -"54 retinanet/batch_normalization_3/FusedBatchNormV3/ReadVariableOp/resource" [id=54, op=Placeholder]; -"55 retinanet/batch_normalization_3/FusedBatchNormV3/ReadVariableOp" [id=55, op=ReadVariableOp]; -"56 retinanet/batch_normalization_3/FusedBatchNormV3/ReadVariableOp_1/resource" [id=56, op=Placeholder]; -"57 retinanet/batch_normalization_3/FusedBatchNormV3/ReadVariableOp_1" [id=57, op=ReadVariableOp]; -"58 retinanet/batch_normalization_3/FusedBatchNormV3" [id=58, op=FusedBatchNormV3]; -"59 retinanet/tf.nn.relu_2/Relu" [id=59, op=Relu]; -"60 retinanet/conv2d_1/Sigmoid/ReadVariableOp/resource" [id=60, op=Placeholder]; -"61 retinanet/conv2d_1/Sigmoid/ReadVariableOp" [id=61, op=ReadVariableOp]; -"62 retinanet/conv2d_1/Sigmoid" [id=62, op=Sigmoid]; -"63 retinanet/conv2d_1/Round" [id=63, op=Round]; -"64 retinanet/conv2d_1/ReadVariableOp/resource" [id=64, op=Placeholder]; -"65 retinanet/conv2d_1/ReadVariableOp" [id=65, op=ReadVariableOp]; -"66 retinanet/conv2d_1/mul" [id=66, op=Mul]; -"67 retinanet/conv2d_1/Conv2D" [id=67, op=Conv2D]; -"68 retinanet/conv2d_4/Sigmoid/ReadVariableOp/resource" 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retinanet/batch_normalization_9/ReadVariableOp_1"; -"180 retinanet/batch_normalization_9/ReadVariableOp_1" -> "185 retinanet/batch_normalization_9/FusedBatchNormV3"; -"181 retinanet/batch_normalization_9/FusedBatchNormV3/ReadVariableOp/resource" -> "182 retinanet/batch_normalization_9/FusedBatchNormV3/ReadVariableOp"; -"182 retinanet/batch_normalization_9/FusedBatchNormV3/ReadVariableOp" -> "185 retinanet/batch_normalization_9/FusedBatchNormV3"; -"183 retinanet/batch_normalization_9/FusedBatchNormV3/ReadVariableOp_1/resource" -> "184 retinanet/batch_normalization_9/FusedBatchNormV3/ReadVariableOp_1"; -"184 retinanet/batch_normalization_9/FusedBatchNormV3/ReadVariableOp_1" -> "185 retinanet/batch_normalization_9/FusedBatchNormV3"; -"185 retinanet/batch_normalization_9/FusedBatchNormV3" -> "186 retinanet/tf.nn.relu_8/Relu"; -"186 retinanet/tf.nn.relu_8/Relu" -> "194 retinanet/conv2d_10/Conv2D"; -"187 retinanet/conv2d_10/Sigmoid/ReadVariableOp/resource" -> "188 retinanet/conv2d_10/Sigmoid/ReadVariableOp"; -"188 retinanet/conv2d_10/Sigmoid/ReadVariableOp" -> "189 retinanet/conv2d_10/Sigmoid"; -"189 retinanet/conv2d_10/Sigmoid" -> "190 retinanet/conv2d_10/Round"; -"190 retinanet/conv2d_10/Round" -> "193 retinanet/conv2d_10/mul"; -"191 retinanet/conv2d_10/ReadVariableOp/resource" -> "192 retinanet/conv2d_10/ReadVariableOp"; -"192 retinanet/conv2d_10/ReadVariableOp" -> "193 retinanet/conv2d_10/mul"; -"193 retinanet/conv2d_10/mul" -> "194 retinanet/conv2d_10/Conv2D"; -"194 retinanet/conv2d_10/Conv2D" -> "203 retinanet/batch_normalization_10/FusedBatchNormV3"; -"195 retinanet/batch_normalization_10/ReadVariableOp/resource" -> "196 retinanet/batch_normalization_10/ReadVariableOp"; -"196 retinanet/batch_normalization_10/ReadVariableOp" -> "203 retinanet/batch_normalization_10/FusedBatchNormV3"; -"197 retinanet/batch_normalization_10/ReadVariableOp_1/resource" -> "198 retinanet/batch_normalization_10/ReadVariableOp_1"; -"198 retinanet/batch_normalization_10/ReadVariableOp_1" -> "203 retinanet/batch_normalization_10/FusedBatchNormV3"; -"199 retinanet/batch_normalization_10/FusedBatchNormV3/ReadVariableOp/resource" -> "200 retinanet/batch_normalization_10/FusedBatchNormV3/ReadVariableOp"; -"200 retinanet/batch_normalization_10/FusedBatchNormV3/ReadVariableOp" -> "203 retinanet/batch_normalization_10/FusedBatchNormV3"; -"201 retinanet/batch_normalization_10/FusedBatchNormV3/ReadVariableOp_1/resource" -> "202 retinanet/batch_normalization_10/FusedBatchNormV3/ReadVariableOp_1"; -"202 retinanet/batch_normalization_10/FusedBatchNormV3/ReadVariableOp_1" -> "203 retinanet/batch_normalization_10/FusedBatchNormV3"; -"203 retinanet/batch_normalization_10/FusedBatchNormV3" -> "204 retinanet/tf.__operators__.add_2/AddV2"; -"204 retinanet/tf.__operators__.add_2/AddV2" -> "205 retinanet/tf.nn.relu_9/Relu"; -"205 retinanet/tf.nn.relu_9/Relu" -> "206 retinanet/tf.identity_2/Identity"; -"206 retinanet/tf.identity_2/Identity" 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retinanet/tf.nn.relu_10/Relu" -> "226 retinanet/tf.compat.v1.pad_2/Pad"; -"225 retinanet/tf.compat.v1.pad_2/Pad/paddings" -> "226 retinanet/tf.compat.v1.pad_2/Pad"; -"226 retinanet/tf.compat.v1.pad_2/Pad" -> "234 retinanet/conv2d_13/Conv2D"; -"227 retinanet/conv2d_13/Sigmoid/ReadVariableOp/resource" -> "228 retinanet/conv2d_13/Sigmoid/ReadVariableOp"; -"228 retinanet/conv2d_13/Sigmoid/ReadVariableOp" -> "229 retinanet/conv2d_13/Sigmoid"; -"229 retinanet/conv2d_13/Sigmoid" -> "230 retinanet/conv2d_13/Round"; -"230 retinanet/conv2d_13/Round" -> "233 retinanet/conv2d_13/mul"; -"231 retinanet/conv2d_13/ReadVariableOp/resource" -> "232 retinanet/conv2d_13/ReadVariableOp"; -"232 retinanet/conv2d_13/ReadVariableOp" -> "233 retinanet/conv2d_13/mul"; -"233 retinanet/conv2d_13/mul" -> "234 retinanet/conv2d_13/Conv2D"; -"234 retinanet/conv2d_13/Conv2D" -> "243 retinanet/batch_normalization_13/FusedBatchNormV3"; -"235 retinanet/batch_normalization_13/ReadVariableOp/resource" -> "236 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retinanet/class-0/BiasAdd_2" -> "1244 retinanet/class-0-5/FusedBatchNormV3"; -"1159 retinanet/class-0/Sigmoid_3/ReadVariableOp" -> "1160 retinanet/class-0/Sigmoid_3"; -"1160 retinanet/class-0/Sigmoid_3" -> "1161 retinanet/class-0/Round_3"; -"1161 retinanet/class-0/Round_3" -> "1163 retinanet/class-0/mul_3"; -"1162 retinanet/class-0/ReadVariableOp_3" -> "1163 retinanet/class-0/mul_3"; -"1163 retinanet/class-0/mul_3" -> "1164 retinanet/class-0/Conv2D_3"; -"1164 retinanet/class-0/Conv2D_3" -> "1166 retinanet/class-0/BiasAdd_3"; -"1165 retinanet/class-0/BiasAdd_3/ReadVariableOp" -> "1166 retinanet/class-0/BiasAdd_3"; -"1166 retinanet/class-0/BiasAdd_3" -> "1253 retinanet/class-0-4/FusedBatchNormV3"; -"1167 retinanet/class-0/Sigmoid_4/ReadVariableOp" -> "1168 retinanet/class-0/Sigmoid_4"; -"1168 retinanet/class-0/Sigmoid_4" -> "1169 retinanet/class-0/Round_4"; -"1169 retinanet/class-0/Round_4" -> "1171 retinanet/class-0/mul_4"; -"1170 retinanet/class-0/ReadVariableOp_4" -> "1171 retinanet/class-0/mul_4"; -"1171 retinanet/class-0/mul_4" -> "1172 retinanet/class-0/Conv2D_4"; -"1172 retinanet/class-0/Conv2D_4" -> "1174 retinanet/class-0/BiasAdd_4"; -"1173 retinanet/class-0/BiasAdd_4/ReadVariableOp" -> "1174 retinanet/class-0/BiasAdd_4"; -"1174 retinanet/class-0/BiasAdd_4" -> "1262 retinanet/class-0-3/FusedBatchNormV3"; -"1175 retinanet/box-0/Sigmoid/ReadVariableOp/resource" -> "1176 retinanet/box-0/Sigmoid/ReadVariableOp"; -"1175 retinanet/box-0/Sigmoid/ReadVariableOp/resource" -> "1186 retinanet/box-0/Sigmoid_1/ReadVariableOp"; -"1175 retinanet/box-0/Sigmoid/ReadVariableOp/resource" -> "1194 retinanet/box-0/Sigmoid_2/ReadVariableOp"; -"1175 retinanet/box-0/Sigmoid/ReadVariableOp/resource" -> "1202 retinanet/box-0/Sigmoid_3/ReadVariableOp"; -"1175 retinanet/box-0/Sigmoid/ReadVariableOp/resource" -> "1210 retinanet/box-0/Sigmoid_4/ReadVariableOp"; -"1176 retinanet/box-0/Sigmoid/ReadVariableOp" -> "1177 retinanet/box-0/Sigmoid"; -"1177 retinanet/box-0/Sigmoid" -> "1178 retinanet/box-0/Round"; -"1178 retinanet/box-0/Round" -> "1181 retinanet/box-0/mul"; -"1179 retinanet/box-0/ReadVariableOp/resource" -> "1180 retinanet/box-0/ReadVariableOp"; -"1179 retinanet/box-0/ReadVariableOp/resource" -> "1189 retinanet/box-0/ReadVariableOp_1"; -"1179 retinanet/box-0/ReadVariableOp/resource" -> "1197 retinanet/box-0/ReadVariableOp_2"; -"1179 retinanet/box-0/ReadVariableOp/resource" -> "1205 retinanet/box-0/ReadVariableOp_3"; -"1179 retinanet/box-0/ReadVariableOp/resource" -> "1213 retinanet/box-0/ReadVariableOp_4"; -"1180 retinanet/box-0/ReadVariableOp" -> "1181 retinanet/box-0/mul"; -"1181 retinanet/box-0/mul" -> "1182 retinanet/box-0/Conv2D"; -"1182 retinanet/box-0/Conv2D" -> "1185 retinanet/box-0/BiasAdd"; -"1183 retinanet/box-0/BiasAdd/ReadVariableOp/resource" -> "1184 retinanet/box-0/BiasAdd/ReadVariableOp"; -"1183 retinanet/box-0/BiasAdd/ReadVariableOp/resource" -> "1192 retinanet/box-0/BiasAdd_1/ReadVariableOp"; -"1183 retinanet/box-0/BiasAdd/ReadVariableOp/resource" -> "1200 retinanet/box-0/BiasAdd_2/ReadVariableOp"; -"1183 retinanet/box-0/BiasAdd/ReadVariableOp/resource" -> "1208 retinanet/box-0/BiasAdd_3/ReadVariableOp"; -"1183 retinanet/box-0/BiasAdd/ReadVariableOp/resource" -> "1216 retinanet/box-0/BiasAdd_4/ReadVariableOp"; -"1184 retinanet/box-0/BiasAdd/ReadVariableOp" -> "1185 retinanet/box-0/BiasAdd"; -"1185 retinanet/box-0/BiasAdd" -> "1271 retinanet/box-0-7/FusedBatchNormV3"; -"1186 retinanet/box-0/Sigmoid_1/ReadVariableOp" -> "1187 retinanet/box-0/Sigmoid_1"; -"1187 retinanet/box-0/Sigmoid_1" -> "1188 retinanet/box-0/Round_1"; -"1188 retinanet/box-0/Round_1" -> "1190 retinanet/box-0/mul_1"; -"1189 retinanet/box-0/ReadVariableOp_1" -> "1190 retinanet/box-0/mul_1"; -"1190 retinanet/box-0/mul_1" -> "1191 retinanet/box-0/Conv2D_1"; -"1191 retinanet/box-0/Conv2D_1" -> "1193 retinanet/box-0/BiasAdd_1"; -"1192 retinanet/box-0/BiasAdd_1/ReadVariableOp" -> "1193 retinanet/box-0/BiasAdd_1"; -"1193 retinanet/box-0/BiasAdd_1" -> "1280 retinanet/box-0-6/FusedBatchNormV3"; -"1194 retinanet/box-0/Sigmoid_2/ReadVariableOp" -> "1195 retinanet/box-0/Sigmoid_2"; -"1195 retinanet/box-0/Sigmoid_2" -> "1196 retinanet/box-0/Round_2"; -"1196 retinanet/box-0/Round_2" -> "1198 retinanet/box-0/mul_2"; -"1197 retinanet/box-0/ReadVariableOp_2" -> "1198 retinanet/box-0/mul_2"; -"1198 retinanet/box-0/mul_2" -> "1199 retinanet/box-0/Conv2D_2"; -"1199 retinanet/box-0/Conv2D_2" -> "1201 retinanet/box-0/BiasAdd_2"; -"1200 retinanet/box-0/BiasAdd_2/ReadVariableOp" -> "1201 retinanet/box-0/BiasAdd_2"; -"1201 retinanet/box-0/BiasAdd_2" -> "1289 retinanet/box-0-5/FusedBatchNormV3"; -"1202 retinanet/box-0/Sigmoid_3/ReadVariableOp" -> "1203 retinanet/box-0/Sigmoid_3"; -"1203 retinanet/box-0/Sigmoid_3" -> "1204 retinanet/box-0/Round_3"; -"1204 retinanet/box-0/Round_3" -> "1206 retinanet/box-0/mul_3"; -"1205 retinanet/box-0/ReadVariableOp_3" -> "1206 retinanet/box-0/mul_3"; -"1206 retinanet/box-0/mul_3" -> "1207 retinanet/box-0/Conv2D_3"; -"1207 retinanet/box-0/Conv2D_3" -> "1209 retinanet/box-0/BiasAdd_3"; -"1208 retinanet/box-0/BiasAdd_3/ReadVariableOp" -> "1209 retinanet/box-0/BiasAdd_3"; -"1209 retinanet/box-0/BiasAdd_3" -> "1298 retinanet/box-0-4/FusedBatchNormV3"; -"1210 retinanet/box-0/Sigmoid_4/ReadVariableOp" -> "1211 retinanet/box-0/Sigmoid_4"; -"1211 retinanet/box-0/Sigmoid_4" -> "1212 retinanet/box-0/Round_4"; -"1212 retinanet/box-0/Round_4" -> "1214 retinanet/box-0/mul_4"; -"1213 retinanet/box-0/ReadVariableOp_4" -> "1214 retinanet/box-0/mul_4"; -"1214 retinanet/box-0/mul_4" -> "1215 retinanet/box-0/Conv2D_4"; -"1215 retinanet/box-0/Conv2D_4" -> "1217 retinanet/box-0/BiasAdd_4"; -"1216 retinanet/box-0/BiasAdd_4/ReadVariableOp" -> "1217 retinanet/box-0/BiasAdd_4"; -"1217 retinanet/box-0/BiasAdd_4" -> "1307 retinanet/box-0-3/FusedBatchNormV3"; -"1218 retinanet/class-0-7/ReadVariableOp/resource" -> "1219 retinanet/class-0-7/ReadVariableOp"; -"1219 retinanet/class-0-7/ReadVariableOp" -> "1226 retinanet/class-0-7/FusedBatchNormV3"; -"1220 retinanet/class-0-7/ReadVariableOp_1/resource" -> "1221 retinanet/class-0-7/ReadVariableOp_1"; -"1221 retinanet/class-0-7/ReadVariableOp_1" -> "1226 retinanet/class-0-7/FusedBatchNormV3"; -"1222 retinanet/class-0-7/FusedBatchNormV3/ReadVariableOp/resource" -> "1223 retinanet/class-0-7/FusedBatchNormV3/ReadVariableOp"; -"1223 retinanet/class-0-7/FusedBatchNormV3/ReadVariableOp" -> "1226 retinanet/class-0-7/FusedBatchNormV3"; -"1224 retinanet/class-0-7/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1225 retinanet/class-0-7/FusedBatchNormV3/ReadVariableOp_1"; -"1225 retinanet/class-0-7/FusedBatchNormV3/ReadVariableOp_1" -> "1226 retinanet/class-0-7/FusedBatchNormV3"; -"1226 retinanet/class-0-7/FusedBatchNormV3" -> "1308 retinanet/tf.nn.relu_82/Relu"; -"1227 retinanet/class-0-6/ReadVariableOp/resource" -> "1228 retinanet/class-0-6/ReadVariableOp"; -"1228 retinanet/class-0-6/ReadVariableOp" -> "1235 retinanet/class-0-6/FusedBatchNormV3"; -"1229 retinanet/class-0-6/ReadVariableOp_1/resource" -> "1230 retinanet/class-0-6/ReadVariableOp_1"; -"1230 retinanet/class-0-6/ReadVariableOp_1" -> "1235 retinanet/class-0-6/FusedBatchNormV3"; -"1231 retinanet/class-0-6/FusedBatchNormV3/ReadVariableOp/resource" -> "1232 retinanet/class-0-6/FusedBatchNormV3/ReadVariableOp"; -"1232 retinanet/class-0-6/FusedBatchNormV3/ReadVariableOp" -> "1235 retinanet/class-0-6/FusedBatchNormV3"; -"1233 retinanet/class-0-6/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1234 retinanet/class-0-6/FusedBatchNormV3/ReadVariableOp_1"; -"1234 retinanet/class-0-6/FusedBatchNormV3/ReadVariableOp_1" -> "1235 retinanet/class-0-6/FusedBatchNormV3"; -"1235 retinanet/class-0-6/FusedBatchNormV3" -> "1309 retinanet/tf.nn.relu_74/Relu"; -"1236 retinanet/class-0-5/ReadVariableOp/resource" -> "1237 retinanet/class-0-5/ReadVariableOp"; -"1237 retinanet/class-0-5/ReadVariableOp" -> "1244 retinanet/class-0-5/FusedBatchNormV3"; -"1238 retinanet/class-0-5/ReadVariableOp_1/resource" -> "1239 retinanet/class-0-5/ReadVariableOp_1"; -"1239 retinanet/class-0-5/ReadVariableOp_1" -> "1244 retinanet/class-0-5/FusedBatchNormV3"; -"1240 retinanet/class-0-5/FusedBatchNormV3/ReadVariableOp/resource" -> "1241 retinanet/class-0-5/FusedBatchNormV3/ReadVariableOp"; -"1241 retinanet/class-0-5/FusedBatchNormV3/ReadVariableOp" -> "1244 retinanet/class-0-5/FusedBatchNormV3"; -"1242 retinanet/class-0-5/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1243 retinanet/class-0-5/FusedBatchNormV3/ReadVariableOp_1"; -"1243 retinanet/class-0-5/FusedBatchNormV3/ReadVariableOp_1" -> "1244 retinanet/class-0-5/FusedBatchNormV3"; -"1244 retinanet/class-0-5/FusedBatchNormV3" -> "1310 retinanet/tf.nn.relu_66/Relu"; -"1245 retinanet/class-0-4/ReadVariableOp/resource" -> "1246 retinanet/class-0-4/ReadVariableOp"; -"1246 retinanet/class-0-4/ReadVariableOp" -> "1253 retinanet/class-0-4/FusedBatchNormV3"; -"1247 retinanet/class-0-4/ReadVariableOp_1/resource" -> "1248 retinanet/class-0-4/ReadVariableOp_1"; -"1248 retinanet/class-0-4/ReadVariableOp_1" -> "1253 retinanet/class-0-4/FusedBatchNormV3"; -"1249 retinanet/class-0-4/FusedBatchNormV3/ReadVariableOp/resource" -> "1250 retinanet/class-0-4/FusedBatchNormV3/ReadVariableOp"; -"1250 retinanet/class-0-4/FusedBatchNormV3/ReadVariableOp" -> "1253 retinanet/class-0-4/FusedBatchNormV3"; -"1251 retinanet/class-0-4/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1252 retinanet/class-0-4/FusedBatchNormV3/ReadVariableOp_1"; -"1252 retinanet/class-0-4/FusedBatchNormV3/ReadVariableOp_1" -> "1253 retinanet/class-0-4/FusedBatchNormV3"; -"1253 retinanet/class-0-4/FusedBatchNormV3" -> "1311 retinanet/tf.nn.relu_58/Relu"; -"1254 retinanet/class-0-3/ReadVariableOp/resource" -> "1255 retinanet/class-0-3/ReadVariableOp"; -"1255 retinanet/class-0-3/ReadVariableOp" -> "1262 retinanet/class-0-3/FusedBatchNormV3"; -"1256 retinanet/class-0-3/ReadVariableOp_1/resource" -> "1257 retinanet/class-0-3/ReadVariableOp_1"; -"1257 retinanet/class-0-3/ReadVariableOp_1" -> "1262 retinanet/class-0-3/FusedBatchNormV3"; -"1258 retinanet/class-0-3/FusedBatchNormV3/ReadVariableOp/resource" -> "1259 retinanet/class-0-3/FusedBatchNormV3/ReadVariableOp"; -"1259 retinanet/class-0-3/FusedBatchNormV3/ReadVariableOp" -> "1262 retinanet/class-0-3/FusedBatchNormV3"; -"1260 retinanet/class-0-3/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1261 retinanet/class-0-3/FusedBatchNormV3/ReadVariableOp_1"; -"1261 retinanet/class-0-3/FusedBatchNormV3/ReadVariableOp_1" -> "1262 retinanet/class-0-3/FusedBatchNormV3"; -"1262 retinanet/class-0-3/FusedBatchNormV3" -> "1312 retinanet/tf.nn.relu_50/Relu"; -"1263 retinanet/box-0-7/ReadVariableOp/resource" -> "1264 retinanet/box-0-7/ReadVariableOp"; -"1264 retinanet/box-0-7/ReadVariableOp" -> "1271 retinanet/box-0-7/FusedBatchNormV3"; -"1265 retinanet/box-0-7/ReadVariableOp_1/resource" -> "1266 retinanet/box-0-7/ReadVariableOp_1"; -"1266 retinanet/box-0-7/ReadVariableOp_1" -> "1271 retinanet/box-0-7/FusedBatchNormV3"; -"1267 retinanet/box-0-7/FusedBatchNormV3/ReadVariableOp/resource" -> "1268 retinanet/box-0-7/FusedBatchNormV3/ReadVariableOp"; -"1268 retinanet/box-0-7/FusedBatchNormV3/ReadVariableOp" -> "1271 retinanet/box-0-7/FusedBatchNormV3"; -"1269 retinanet/box-0-7/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1270 retinanet/box-0-7/FusedBatchNormV3/ReadVariableOp_1"; -"1270 retinanet/box-0-7/FusedBatchNormV3/ReadVariableOp_1" -> "1271 retinanet/box-0-7/FusedBatchNormV3"; -"1271 retinanet/box-0-7/FusedBatchNormV3" -> "1313 retinanet/tf.nn.relu_86/Relu"; -"1272 retinanet/box-0-6/ReadVariableOp/resource" -> "1273 retinanet/box-0-6/ReadVariableOp"; -"1273 retinanet/box-0-6/ReadVariableOp" -> "1280 retinanet/box-0-6/FusedBatchNormV3"; -"1274 retinanet/box-0-6/ReadVariableOp_1/resource" -> "1275 retinanet/box-0-6/ReadVariableOp_1"; -"1275 retinanet/box-0-6/ReadVariableOp_1" -> "1280 retinanet/box-0-6/FusedBatchNormV3"; -"1276 retinanet/box-0-6/FusedBatchNormV3/ReadVariableOp/resource" -> "1277 retinanet/box-0-6/FusedBatchNormV3/ReadVariableOp"; -"1277 retinanet/box-0-6/FusedBatchNormV3/ReadVariableOp" -> "1280 retinanet/box-0-6/FusedBatchNormV3"; -"1278 retinanet/box-0-6/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1279 retinanet/box-0-6/FusedBatchNormV3/ReadVariableOp_1"; -"1279 retinanet/box-0-6/FusedBatchNormV3/ReadVariableOp_1" -> "1280 retinanet/box-0-6/FusedBatchNormV3"; -"1280 retinanet/box-0-6/FusedBatchNormV3" -> "1314 retinanet/tf.nn.relu_78/Relu"; -"1281 retinanet/box-0-5/ReadVariableOp/resource" -> "1282 retinanet/box-0-5/ReadVariableOp"; -"1282 retinanet/box-0-5/ReadVariableOp" -> "1289 retinanet/box-0-5/FusedBatchNormV3"; -"1283 retinanet/box-0-5/ReadVariableOp_1/resource" -> "1284 retinanet/box-0-5/ReadVariableOp_1"; -"1284 retinanet/box-0-5/ReadVariableOp_1" -> "1289 retinanet/box-0-5/FusedBatchNormV3"; -"1285 retinanet/box-0-5/FusedBatchNormV3/ReadVariableOp/resource" -> "1286 retinanet/box-0-5/FusedBatchNormV3/ReadVariableOp"; -"1286 retinanet/box-0-5/FusedBatchNormV3/ReadVariableOp" -> "1289 retinanet/box-0-5/FusedBatchNormV3"; -"1287 retinanet/box-0-5/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1288 retinanet/box-0-5/FusedBatchNormV3/ReadVariableOp_1"; -"1288 retinanet/box-0-5/FusedBatchNormV3/ReadVariableOp_1" -> "1289 retinanet/box-0-5/FusedBatchNormV3"; -"1289 retinanet/box-0-5/FusedBatchNormV3" -> "1315 retinanet/tf.nn.relu_70/Relu"; -"1290 retinanet/box-0-4/ReadVariableOp/resource" -> "1291 retinanet/box-0-4/ReadVariableOp"; -"1291 retinanet/box-0-4/ReadVariableOp" -> "1298 retinanet/box-0-4/FusedBatchNormV3"; -"1292 retinanet/box-0-4/ReadVariableOp_1/resource" -> "1293 retinanet/box-0-4/ReadVariableOp_1"; -"1293 retinanet/box-0-4/ReadVariableOp_1" -> "1298 retinanet/box-0-4/FusedBatchNormV3"; -"1294 retinanet/box-0-4/FusedBatchNormV3/ReadVariableOp/resource" -> "1295 retinanet/box-0-4/FusedBatchNormV3/ReadVariableOp"; -"1295 retinanet/box-0-4/FusedBatchNormV3/ReadVariableOp" -> "1298 retinanet/box-0-4/FusedBatchNormV3"; -"1296 retinanet/box-0-4/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1297 retinanet/box-0-4/FusedBatchNormV3/ReadVariableOp_1"; -"1297 retinanet/box-0-4/FusedBatchNormV3/ReadVariableOp_1" -> "1298 retinanet/box-0-4/FusedBatchNormV3"; -"1298 retinanet/box-0-4/FusedBatchNormV3" -> "1316 retinanet/tf.nn.relu_62/Relu"; -"1299 retinanet/box-0-3/ReadVariableOp/resource" -> "1300 retinanet/box-0-3/ReadVariableOp"; -"1300 retinanet/box-0-3/ReadVariableOp" -> "1307 retinanet/box-0-3/FusedBatchNormV3"; -"1301 retinanet/box-0-3/ReadVariableOp_1/resource" -> "1302 retinanet/box-0-3/ReadVariableOp_1"; -"1302 retinanet/box-0-3/ReadVariableOp_1" -> "1307 retinanet/box-0-3/FusedBatchNormV3"; -"1303 retinanet/box-0-3/FusedBatchNormV3/ReadVariableOp/resource" -> "1304 retinanet/box-0-3/FusedBatchNormV3/ReadVariableOp"; -"1304 retinanet/box-0-3/FusedBatchNormV3/ReadVariableOp" -> "1307 retinanet/box-0-3/FusedBatchNormV3"; -"1305 retinanet/box-0-3/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1306 retinanet/box-0-3/FusedBatchNormV3/ReadVariableOp_1"; -"1306 retinanet/box-0-3/FusedBatchNormV3/ReadVariableOp_1" -> "1307 retinanet/box-0-3/FusedBatchNormV3"; -"1307 retinanet/box-0-3/FusedBatchNormV3" -> "1317 retinanet/tf.nn.relu_54/Relu"; -"1308 retinanet/tf.nn.relu_82/Relu" -> "1325 retinanet/class-1/Conv2D"; -"1309 retinanet/tf.nn.relu_74/Relu" -> "1334 retinanet/class-1/Conv2D_1"; -"1310 retinanet/tf.nn.relu_66/Relu" -> "1342 retinanet/class-1/Conv2D_2"; -"1311 retinanet/tf.nn.relu_58/Relu" -> "1350 retinanet/class-1/Conv2D_3"; -"1312 retinanet/tf.nn.relu_50/Relu" -> "1358 retinanet/class-1/Conv2D_4"; -"1313 retinanet/tf.nn.relu_86/Relu" -> "1368 retinanet/box-1/Conv2D"; -"1314 retinanet/tf.nn.relu_78/Relu" -> "1377 retinanet/box-1/Conv2D_1"; -"1315 retinanet/tf.nn.relu_70/Relu" -> "1385 retinanet/box-1/Conv2D_2"; -"1316 retinanet/tf.nn.relu_62/Relu" -> "1393 retinanet/box-1/Conv2D_3"; -"1317 retinanet/tf.nn.relu_54/Relu" -> "1401 retinanet/box-1/Conv2D_4"; -"1318 retinanet/class-1/Sigmoid/ReadVariableOp/resource" -> "1319 retinanet/class-1/Sigmoid/ReadVariableOp"; -"1318 retinanet/class-1/Sigmoid/ReadVariableOp/resource" -> "1329 retinanet/class-1/Sigmoid_1/ReadVariableOp"; -"1318 retinanet/class-1/Sigmoid/ReadVariableOp/resource" -> "1337 retinanet/class-1/Sigmoid_2/ReadVariableOp"; -"1318 retinanet/class-1/Sigmoid/ReadVariableOp/resource" -> "1345 retinanet/class-1/Sigmoid_3/ReadVariableOp"; -"1318 retinanet/class-1/Sigmoid/ReadVariableOp/resource" -> "1353 retinanet/class-1/Sigmoid_4/ReadVariableOp"; -"1319 retinanet/class-1/Sigmoid/ReadVariableOp" -> "1320 retinanet/class-1/Sigmoid"; -"1320 retinanet/class-1/Sigmoid" -> "1321 retinanet/class-1/Round"; -"1321 retinanet/class-1/Round" -> "1324 retinanet/class-1/mul"; -"1322 retinanet/class-1/ReadVariableOp/resource" -> "1323 retinanet/class-1/ReadVariableOp"; -"1322 retinanet/class-1/ReadVariableOp/resource" -> "1332 retinanet/class-1/ReadVariableOp_1"; -"1322 retinanet/class-1/ReadVariableOp/resource" -> "1340 retinanet/class-1/ReadVariableOp_2"; -"1322 retinanet/class-1/ReadVariableOp/resource" -> "1348 retinanet/class-1/ReadVariableOp_3"; -"1322 retinanet/class-1/ReadVariableOp/resource" -> "1356 retinanet/class-1/ReadVariableOp_4"; -"1323 retinanet/class-1/ReadVariableOp" -> "1324 retinanet/class-1/mul"; -"1324 retinanet/class-1/mul" -> "1325 retinanet/class-1/Conv2D"; -"1325 retinanet/class-1/Conv2D" -> "1328 retinanet/class-1/BiasAdd"; -"1326 retinanet/class-1/BiasAdd/ReadVariableOp/resource" -> "1327 retinanet/class-1/BiasAdd/ReadVariableOp"; -"1326 retinanet/class-1/BiasAdd/ReadVariableOp/resource" -> "1335 retinanet/class-1/BiasAdd_1/ReadVariableOp"; -"1326 retinanet/class-1/BiasAdd/ReadVariableOp/resource" -> "1343 retinanet/class-1/BiasAdd_2/ReadVariableOp"; -"1326 retinanet/class-1/BiasAdd/ReadVariableOp/resource" -> "1351 retinanet/class-1/BiasAdd_3/ReadVariableOp"; -"1326 retinanet/class-1/BiasAdd/ReadVariableOp/resource" -> "1359 retinanet/class-1/BiasAdd_4/ReadVariableOp"; -"1327 retinanet/class-1/BiasAdd/ReadVariableOp" -> "1328 retinanet/class-1/BiasAdd"; -"1328 retinanet/class-1/BiasAdd" -> "1412 retinanet/class-1-7/FusedBatchNormV3"; -"1329 retinanet/class-1/Sigmoid_1/ReadVariableOp" -> "1330 retinanet/class-1/Sigmoid_1"; -"1330 retinanet/class-1/Sigmoid_1" -> "1331 retinanet/class-1/Round_1"; -"1331 retinanet/class-1/Round_1" -> "1333 retinanet/class-1/mul_1"; -"1332 retinanet/class-1/ReadVariableOp_1" -> "1333 retinanet/class-1/mul_1"; -"1333 retinanet/class-1/mul_1" -> "1334 retinanet/class-1/Conv2D_1"; -"1334 retinanet/class-1/Conv2D_1" -> "1336 retinanet/class-1/BiasAdd_1"; -"1335 retinanet/class-1/BiasAdd_1/ReadVariableOp" -> "1336 retinanet/class-1/BiasAdd_1"; -"1336 retinanet/class-1/BiasAdd_1" -> "1421 retinanet/class-1-6/FusedBatchNormV3"; -"1337 retinanet/class-1/Sigmoid_2/ReadVariableOp" -> "1338 retinanet/class-1/Sigmoid_2"; -"1338 retinanet/class-1/Sigmoid_2" -> "1339 retinanet/class-1/Round_2"; -"1339 retinanet/class-1/Round_2" -> "1341 retinanet/class-1/mul_2"; -"1340 retinanet/class-1/ReadVariableOp_2" -> "1341 retinanet/class-1/mul_2"; -"1341 retinanet/class-1/mul_2" -> "1342 retinanet/class-1/Conv2D_2"; -"1342 retinanet/class-1/Conv2D_2" -> "1344 retinanet/class-1/BiasAdd_2"; -"1343 retinanet/class-1/BiasAdd_2/ReadVariableOp" -> "1344 retinanet/class-1/BiasAdd_2"; -"1344 retinanet/class-1/BiasAdd_2" -> "1430 retinanet/class-1-5/FusedBatchNormV3"; -"1345 retinanet/class-1/Sigmoid_3/ReadVariableOp" -> "1346 retinanet/class-1/Sigmoid_3"; -"1346 retinanet/class-1/Sigmoid_3" -> "1347 retinanet/class-1/Round_3"; -"1347 retinanet/class-1/Round_3" -> "1349 retinanet/class-1/mul_3"; -"1348 retinanet/class-1/ReadVariableOp_3" -> "1349 retinanet/class-1/mul_3"; -"1349 retinanet/class-1/mul_3" -> "1350 retinanet/class-1/Conv2D_3"; -"1350 retinanet/class-1/Conv2D_3" -> "1352 retinanet/class-1/BiasAdd_3"; -"1351 retinanet/class-1/BiasAdd_3/ReadVariableOp" -> "1352 retinanet/class-1/BiasAdd_3"; -"1352 retinanet/class-1/BiasAdd_3" -> "1439 retinanet/class-1-4/FusedBatchNormV3"; -"1353 retinanet/class-1/Sigmoid_4/ReadVariableOp" -> "1354 retinanet/class-1/Sigmoid_4"; -"1354 retinanet/class-1/Sigmoid_4" -> "1355 retinanet/class-1/Round_4"; -"1355 retinanet/class-1/Round_4" -> "1357 retinanet/class-1/mul_4"; -"1356 retinanet/class-1/ReadVariableOp_4" -> "1357 retinanet/class-1/mul_4"; -"1357 retinanet/class-1/mul_4" -> "1358 retinanet/class-1/Conv2D_4"; -"1358 retinanet/class-1/Conv2D_4" -> "1360 retinanet/class-1/BiasAdd_4"; -"1359 retinanet/class-1/BiasAdd_4/ReadVariableOp" -> "1360 retinanet/class-1/BiasAdd_4"; -"1360 retinanet/class-1/BiasAdd_4" -> "1448 retinanet/class-1-3/FusedBatchNormV3"; -"1361 retinanet/box-1/Sigmoid/ReadVariableOp/resource" -> "1362 retinanet/box-1/Sigmoid/ReadVariableOp"; -"1361 retinanet/box-1/Sigmoid/ReadVariableOp/resource" -> "1372 retinanet/box-1/Sigmoid_1/ReadVariableOp"; -"1361 retinanet/box-1/Sigmoid/ReadVariableOp/resource" -> "1380 retinanet/box-1/Sigmoid_2/ReadVariableOp"; -"1361 retinanet/box-1/Sigmoid/ReadVariableOp/resource" -> "1388 retinanet/box-1/Sigmoid_3/ReadVariableOp"; -"1361 retinanet/box-1/Sigmoid/ReadVariableOp/resource" -> "1396 retinanet/box-1/Sigmoid_4/ReadVariableOp"; -"1362 retinanet/box-1/Sigmoid/ReadVariableOp" -> "1363 retinanet/box-1/Sigmoid"; -"1363 retinanet/box-1/Sigmoid" -> "1364 retinanet/box-1/Round"; -"1364 retinanet/box-1/Round" -> "1367 retinanet/box-1/mul"; -"1365 retinanet/box-1/ReadVariableOp/resource" -> "1366 retinanet/box-1/ReadVariableOp"; -"1365 retinanet/box-1/ReadVariableOp/resource" -> "1375 retinanet/box-1/ReadVariableOp_1"; -"1365 retinanet/box-1/ReadVariableOp/resource" -> "1383 retinanet/box-1/ReadVariableOp_2"; -"1365 retinanet/box-1/ReadVariableOp/resource" -> "1391 retinanet/box-1/ReadVariableOp_3"; -"1365 retinanet/box-1/ReadVariableOp/resource" -> "1399 retinanet/box-1/ReadVariableOp_4"; -"1366 retinanet/box-1/ReadVariableOp" -> "1367 retinanet/box-1/mul"; -"1367 retinanet/box-1/mul" -> "1368 retinanet/box-1/Conv2D"; -"1368 retinanet/box-1/Conv2D" -> "1371 retinanet/box-1/BiasAdd"; -"1369 retinanet/box-1/BiasAdd/ReadVariableOp/resource" -> "1370 retinanet/box-1/BiasAdd/ReadVariableOp"; -"1369 retinanet/box-1/BiasAdd/ReadVariableOp/resource" -> "1378 retinanet/box-1/BiasAdd_1/ReadVariableOp"; -"1369 retinanet/box-1/BiasAdd/ReadVariableOp/resource" -> "1386 retinanet/box-1/BiasAdd_2/ReadVariableOp"; -"1369 retinanet/box-1/BiasAdd/ReadVariableOp/resource" -> "1394 retinanet/box-1/BiasAdd_3/ReadVariableOp"; -"1369 retinanet/box-1/BiasAdd/ReadVariableOp/resource" -> "1402 retinanet/box-1/BiasAdd_4/ReadVariableOp"; -"1370 retinanet/box-1/BiasAdd/ReadVariableOp" -> "1371 retinanet/box-1/BiasAdd"; -"1371 retinanet/box-1/BiasAdd" -> "1457 retinanet/box-1-7/FusedBatchNormV3"; -"1372 retinanet/box-1/Sigmoid_1/ReadVariableOp" -> "1373 retinanet/box-1/Sigmoid_1"; -"1373 retinanet/box-1/Sigmoid_1" -> "1374 retinanet/box-1/Round_1"; -"1374 retinanet/box-1/Round_1" -> "1376 retinanet/box-1/mul_1"; -"1375 retinanet/box-1/ReadVariableOp_1" -> "1376 retinanet/box-1/mul_1"; -"1376 retinanet/box-1/mul_1" -> "1377 retinanet/box-1/Conv2D_1"; -"1377 retinanet/box-1/Conv2D_1" -> "1379 retinanet/box-1/BiasAdd_1"; -"1378 retinanet/box-1/BiasAdd_1/ReadVariableOp" -> "1379 retinanet/box-1/BiasAdd_1"; -"1379 retinanet/box-1/BiasAdd_1" -> "1466 retinanet/box-1-6/FusedBatchNormV3"; -"1380 retinanet/box-1/Sigmoid_2/ReadVariableOp" -> "1381 retinanet/box-1/Sigmoid_2"; -"1381 retinanet/box-1/Sigmoid_2" -> "1382 retinanet/box-1/Round_2"; -"1382 retinanet/box-1/Round_2" -> "1384 retinanet/box-1/mul_2"; -"1383 retinanet/box-1/ReadVariableOp_2" -> "1384 retinanet/box-1/mul_2"; -"1384 retinanet/box-1/mul_2" -> "1385 retinanet/box-1/Conv2D_2"; -"1385 retinanet/box-1/Conv2D_2" -> "1387 retinanet/box-1/BiasAdd_2"; -"1386 retinanet/box-1/BiasAdd_2/ReadVariableOp" -> "1387 retinanet/box-1/BiasAdd_2"; -"1387 retinanet/box-1/BiasAdd_2" -> "1475 retinanet/box-1-5/FusedBatchNormV3"; -"1388 retinanet/box-1/Sigmoid_3/ReadVariableOp" -> "1389 retinanet/box-1/Sigmoid_3"; -"1389 retinanet/box-1/Sigmoid_3" -> "1390 retinanet/box-1/Round_3"; -"1390 retinanet/box-1/Round_3" -> "1392 retinanet/box-1/mul_3"; -"1391 retinanet/box-1/ReadVariableOp_3" -> "1392 retinanet/box-1/mul_3"; -"1392 retinanet/box-1/mul_3" -> "1393 retinanet/box-1/Conv2D_3"; -"1393 retinanet/box-1/Conv2D_3" -> "1395 retinanet/box-1/BiasAdd_3"; -"1394 retinanet/box-1/BiasAdd_3/ReadVariableOp" -> "1395 retinanet/box-1/BiasAdd_3"; -"1395 retinanet/box-1/BiasAdd_3" -> "1484 retinanet/box-1-4/FusedBatchNormV3"; -"1396 retinanet/box-1/Sigmoid_4/ReadVariableOp" -> "1397 retinanet/box-1/Sigmoid_4"; -"1397 retinanet/box-1/Sigmoid_4" -> "1398 retinanet/box-1/Round_4"; -"1398 retinanet/box-1/Round_4" -> "1400 retinanet/box-1/mul_4"; -"1399 retinanet/box-1/ReadVariableOp_4" -> "1400 retinanet/box-1/mul_4"; -"1400 retinanet/box-1/mul_4" -> "1401 retinanet/box-1/Conv2D_4"; -"1401 retinanet/box-1/Conv2D_4" -> "1403 retinanet/box-1/BiasAdd_4"; -"1402 retinanet/box-1/BiasAdd_4/ReadVariableOp" -> "1403 retinanet/box-1/BiasAdd_4"; -"1403 retinanet/box-1/BiasAdd_4" -> "1493 retinanet/box-1-3/FusedBatchNormV3"; -"1404 retinanet/class-1-7/ReadVariableOp/resource" -> "1405 retinanet/class-1-7/ReadVariableOp"; -"1405 retinanet/class-1-7/ReadVariableOp" -> "1412 retinanet/class-1-7/FusedBatchNormV3"; -"1406 retinanet/class-1-7/ReadVariableOp_1/resource" -> "1407 retinanet/class-1-7/ReadVariableOp_1"; -"1407 retinanet/class-1-7/ReadVariableOp_1" -> "1412 retinanet/class-1-7/FusedBatchNormV3"; -"1408 retinanet/class-1-7/FusedBatchNormV3/ReadVariableOp/resource" -> "1409 retinanet/class-1-7/FusedBatchNormV3/ReadVariableOp"; -"1409 retinanet/class-1-7/FusedBatchNormV3/ReadVariableOp" -> "1412 retinanet/class-1-7/FusedBatchNormV3"; -"1410 retinanet/class-1-7/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1411 retinanet/class-1-7/FusedBatchNormV3/ReadVariableOp_1"; -"1411 retinanet/class-1-7/FusedBatchNormV3/ReadVariableOp_1" -> "1412 retinanet/class-1-7/FusedBatchNormV3"; -"1412 retinanet/class-1-7/FusedBatchNormV3" -> "1494 retinanet/tf.nn.relu_83/Relu"; -"1413 retinanet/class-1-6/ReadVariableOp/resource" -> "1414 retinanet/class-1-6/ReadVariableOp"; -"1414 retinanet/class-1-6/ReadVariableOp" -> "1421 retinanet/class-1-6/FusedBatchNormV3"; -"1415 retinanet/class-1-6/ReadVariableOp_1/resource" -> "1416 retinanet/class-1-6/ReadVariableOp_1"; -"1416 retinanet/class-1-6/ReadVariableOp_1" -> "1421 retinanet/class-1-6/FusedBatchNormV3"; -"1417 retinanet/class-1-6/FusedBatchNormV3/ReadVariableOp/resource" -> "1418 retinanet/class-1-6/FusedBatchNormV3/ReadVariableOp"; -"1418 retinanet/class-1-6/FusedBatchNormV3/ReadVariableOp" -> "1421 retinanet/class-1-6/FusedBatchNormV3"; -"1419 retinanet/class-1-6/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1420 retinanet/class-1-6/FusedBatchNormV3/ReadVariableOp_1"; -"1420 retinanet/class-1-6/FusedBatchNormV3/ReadVariableOp_1" -> "1421 retinanet/class-1-6/FusedBatchNormV3"; -"1421 retinanet/class-1-6/FusedBatchNormV3" -> "1495 retinanet/tf.nn.relu_75/Relu"; -"1422 retinanet/class-1-5/ReadVariableOp/resource" -> "1423 retinanet/class-1-5/ReadVariableOp"; -"1423 retinanet/class-1-5/ReadVariableOp" -> "1430 retinanet/class-1-5/FusedBatchNormV3"; -"1424 retinanet/class-1-5/ReadVariableOp_1/resource" -> "1425 retinanet/class-1-5/ReadVariableOp_1"; -"1425 retinanet/class-1-5/ReadVariableOp_1" -> "1430 retinanet/class-1-5/FusedBatchNormV3"; -"1426 retinanet/class-1-5/FusedBatchNormV3/ReadVariableOp/resource" -> "1427 retinanet/class-1-5/FusedBatchNormV3/ReadVariableOp"; -"1427 retinanet/class-1-5/FusedBatchNormV3/ReadVariableOp" -> "1430 retinanet/class-1-5/FusedBatchNormV3"; -"1428 retinanet/class-1-5/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1429 retinanet/class-1-5/FusedBatchNormV3/ReadVariableOp_1"; -"1429 retinanet/class-1-5/FusedBatchNormV3/ReadVariableOp_1" -> "1430 retinanet/class-1-5/FusedBatchNormV3"; -"1430 retinanet/class-1-5/FusedBatchNormV3" -> "1496 retinanet/tf.nn.relu_67/Relu"; -"1431 retinanet/class-1-4/ReadVariableOp/resource" -> "1432 retinanet/class-1-4/ReadVariableOp"; -"1432 retinanet/class-1-4/ReadVariableOp" -> "1439 retinanet/class-1-4/FusedBatchNormV3"; -"1433 retinanet/class-1-4/ReadVariableOp_1/resource" -> "1434 retinanet/class-1-4/ReadVariableOp_1"; -"1434 retinanet/class-1-4/ReadVariableOp_1" -> "1439 retinanet/class-1-4/FusedBatchNormV3"; -"1435 retinanet/class-1-4/FusedBatchNormV3/ReadVariableOp/resource" -> "1436 retinanet/class-1-4/FusedBatchNormV3/ReadVariableOp"; -"1436 retinanet/class-1-4/FusedBatchNormV3/ReadVariableOp" -> "1439 retinanet/class-1-4/FusedBatchNormV3"; -"1437 retinanet/class-1-4/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1438 retinanet/class-1-4/FusedBatchNormV3/ReadVariableOp_1"; -"1438 retinanet/class-1-4/FusedBatchNormV3/ReadVariableOp_1" -> "1439 retinanet/class-1-4/FusedBatchNormV3"; -"1439 retinanet/class-1-4/FusedBatchNormV3" -> "1497 retinanet/tf.nn.relu_59/Relu"; -"1440 retinanet/class-1-3/ReadVariableOp/resource" -> "1441 retinanet/class-1-3/ReadVariableOp"; -"1441 retinanet/class-1-3/ReadVariableOp" -> "1448 retinanet/class-1-3/FusedBatchNormV3"; -"1442 retinanet/class-1-3/ReadVariableOp_1/resource" -> "1443 retinanet/class-1-3/ReadVariableOp_1"; -"1443 retinanet/class-1-3/ReadVariableOp_1" -> "1448 retinanet/class-1-3/FusedBatchNormV3"; -"1444 retinanet/class-1-3/FusedBatchNormV3/ReadVariableOp/resource" -> "1445 retinanet/class-1-3/FusedBatchNormV3/ReadVariableOp"; -"1445 retinanet/class-1-3/FusedBatchNormV3/ReadVariableOp" -> "1448 retinanet/class-1-3/FusedBatchNormV3"; -"1446 retinanet/class-1-3/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1447 retinanet/class-1-3/FusedBatchNormV3/ReadVariableOp_1"; -"1447 retinanet/class-1-3/FusedBatchNormV3/ReadVariableOp_1" -> "1448 retinanet/class-1-3/FusedBatchNormV3"; -"1448 retinanet/class-1-3/FusedBatchNormV3" -> "1498 retinanet/tf.nn.relu_51/Relu"; -"1449 retinanet/box-1-7/ReadVariableOp/resource" -> "1450 retinanet/box-1-7/ReadVariableOp"; -"1450 retinanet/box-1-7/ReadVariableOp" -> "1457 retinanet/box-1-7/FusedBatchNormV3"; -"1451 retinanet/box-1-7/ReadVariableOp_1/resource" -> "1452 retinanet/box-1-7/ReadVariableOp_1"; -"1452 retinanet/box-1-7/ReadVariableOp_1" -> "1457 retinanet/box-1-7/FusedBatchNormV3"; -"1453 retinanet/box-1-7/FusedBatchNormV3/ReadVariableOp/resource" -> "1454 retinanet/box-1-7/FusedBatchNormV3/ReadVariableOp"; -"1454 retinanet/box-1-7/FusedBatchNormV3/ReadVariableOp" -> "1457 retinanet/box-1-7/FusedBatchNormV3"; -"1455 retinanet/box-1-7/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1456 retinanet/box-1-7/FusedBatchNormV3/ReadVariableOp_1"; -"1456 retinanet/box-1-7/FusedBatchNormV3/ReadVariableOp_1" -> "1457 retinanet/box-1-7/FusedBatchNormV3"; -"1457 retinanet/box-1-7/FusedBatchNormV3" -> "1499 retinanet/tf.nn.relu_87/Relu"; -"1458 retinanet/box-1-6/ReadVariableOp/resource" -> "1459 retinanet/box-1-6/ReadVariableOp"; -"1459 retinanet/box-1-6/ReadVariableOp" -> "1466 retinanet/box-1-6/FusedBatchNormV3"; -"1460 retinanet/box-1-6/ReadVariableOp_1/resource" -> "1461 retinanet/box-1-6/ReadVariableOp_1"; -"1461 retinanet/box-1-6/ReadVariableOp_1" -> "1466 retinanet/box-1-6/FusedBatchNormV3"; -"1462 retinanet/box-1-6/FusedBatchNormV3/ReadVariableOp/resource" -> "1463 retinanet/box-1-6/FusedBatchNormV3/ReadVariableOp"; -"1463 retinanet/box-1-6/FusedBatchNormV3/ReadVariableOp" -> "1466 retinanet/box-1-6/FusedBatchNormV3"; -"1464 retinanet/box-1-6/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1465 retinanet/box-1-6/FusedBatchNormV3/ReadVariableOp_1"; -"1465 retinanet/box-1-6/FusedBatchNormV3/ReadVariableOp_1" -> "1466 retinanet/box-1-6/FusedBatchNormV3"; -"1466 retinanet/box-1-6/FusedBatchNormV3" -> "1500 retinanet/tf.nn.relu_79/Relu"; -"1467 retinanet/box-1-5/ReadVariableOp/resource" -> "1468 retinanet/box-1-5/ReadVariableOp"; -"1468 retinanet/box-1-5/ReadVariableOp" -> "1475 retinanet/box-1-5/FusedBatchNormV3"; -"1469 retinanet/box-1-5/ReadVariableOp_1/resource" -> "1470 retinanet/box-1-5/ReadVariableOp_1"; -"1470 retinanet/box-1-5/ReadVariableOp_1" -> "1475 retinanet/box-1-5/FusedBatchNormV3"; -"1471 retinanet/box-1-5/FusedBatchNormV3/ReadVariableOp/resource" -> "1472 retinanet/box-1-5/FusedBatchNormV3/ReadVariableOp"; -"1472 retinanet/box-1-5/FusedBatchNormV3/ReadVariableOp" -> "1475 retinanet/box-1-5/FusedBatchNormV3"; -"1473 retinanet/box-1-5/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1474 retinanet/box-1-5/FusedBatchNormV3/ReadVariableOp_1"; -"1474 retinanet/box-1-5/FusedBatchNormV3/ReadVariableOp_1" -> "1475 retinanet/box-1-5/FusedBatchNormV3"; -"1475 retinanet/box-1-5/FusedBatchNormV3" -> "1501 retinanet/tf.nn.relu_71/Relu"; -"1476 retinanet/box-1-4/ReadVariableOp/resource" -> "1477 retinanet/box-1-4/ReadVariableOp"; -"1477 retinanet/box-1-4/ReadVariableOp" -> "1484 retinanet/box-1-4/FusedBatchNormV3"; -"1478 retinanet/box-1-4/ReadVariableOp_1/resource" -> "1479 retinanet/box-1-4/ReadVariableOp_1"; -"1479 retinanet/box-1-4/ReadVariableOp_1" -> "1484 retinanet/box-1-4/FusedBatchNormV3"; -"1480 retinanet/box-1-4/FusedBatchNormV3/ReadVariableOp/resource" -> "1481 retinanet/box-1-4/FusedBatchNormV3/ReadVariableOp"; -"1481 retinanet/box-1-4/FusedBatchNormV3/ReadVariableOp" -> "1484 retinanet/box-1-4/FusedBatchNormV3"; -"1482 retinanet/box-1-4/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1483 retinanet/box-1-4/FusedBatchNormV3/ReadVariableOp_1"; -"1483 retinanet/box-1-4/FusedBatchNormV3/ReadVariableOp_1" -> "1484 retinanet/box-1-4/FusedBatchNormV3"; -"1484 retinanet/box-1-4/FusedBatchNormV3" -> "1502 retinanet/tf.nn.relu_63/Relu"; -"1485 retinanet/box-1-3/ReadVariableOp/resource" -> "1486 retinanet/box-1-3/ReadVariableOp"; -"1486 retinanet/box-1-3/ReadVariableOp" -> "1493 retinanet/box-1-3/FusedBatchNormV3"; -"1487 retinanet/box-1-3/ReadVariableOp_1/resource" -> "1488 retinanet/box-1-3/ReadVariableOp_1"; -"1488 retinanet/box-1-3/ReadVariableOp_1" -> "1493 retinanet/box-1-3/FusedBatchNormV3"; -"1489 retinanet/box-1-3/FusedBatchNormV3/ReadVariableOp/resource" -> "1490 retinanet/box-1-3/FusedBatchNormV3/ReadVariableOp"; -"1490 retinanet/box-1-3/FusedBatchNormV3/ReadVariableOp" -> "1493 retinanet/box-1-3/FusedBatchNormV3"; -"1491 retinanet/box-1-3/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1492 retinanet/box-1-3/FusedBatchNormV3/ReadVariableOp_1"; -"1492 retinanet/box-1-3/FusedBatchNormV3/ReadVariableOp_1" -> "1493 retinanet/box-1-3/FusedBatchNormV3"; -"1493 retinanet/box-1-3/FusedBatchNormV3" -> "1503 retinanet/tf.nn.relu_55/Relu"; -"1494 retinanet/tf.nn.relu_83/Relu" -> "1511 retinanet/class-2/Conv2D"; -"1495 retinanet/tf.nn.relu_75/Relu" -> "1520 retinanet/class-2/Conv2D_1"; -"1496 retinanet/tf.nn.relu_67/Relu" -> "1528 retinanet/class-2/Conv2D_2"; -"1497 retinanet/tf.nn.relu_59/Relu" -> "1536 retinanet/class-2/Conv2D_3"; -"1498 retinanet/tf.nn.relu_51/Relu" -> "1544 retinanet/class-2/Conv2D_4"; -"1499 retinanet/tf.nn.relu_87/Relu" -> "1554 retinanet/box-2/Conv2D"; -"1500 retinanet/tf.nn.relu_79/Relu" -> "1563 retinanet/box-2/Conv2D_1"; -"1501 retinanet/tf.nn.relu_71/Relu" -> "1571 retinanet/box-2/Conv2D_2"; -"1502 retinanet/tf.nn.relu_63/Relu" -> "1579 retinanet/box-2/Conv2D_3"; -"1503 retinanet/tf.nn.relu_55/Relu" -> "1587 retinanet/box-2/Conv2D_4"; -"1504 retinanet/class-2/Sigmoid/ReadVariableOp/resource" -> "1505 retinanet/class-2/Sigmoid/ReadVariableOp"; -"1504 retinanet/class-2/Sigmoid/ReadVariableOp/resource" -> "1515 retinanet/class-2/Sigmoid_1/ReadVariableOp"; -"1504 retinanet/class-2/Sigmoid/ReadVariableOp/resource" -> "1523 retinanet/class-2/Sigmoid_2/ReadVariableOp"; -"1504 retinanet/class-2/Sigmoid/ReadVariableOp/resource" -> "1531 retinanet/class-2/Sigmoid_3/ReadVariableOp"; -"1504 retinanet/class-2/Sigmoid/ReadVariableOp/resource" -> "1539 retinanet/class-2/Sigmoid_4/ReadVariableOp"; -"1505 retinanet/class-2/Sigmoid/ReadVariableOp" -> "1506 retinanet/class-2/Sigmoid"; -"1506 retinanet/class-2/Sigmoid" -> "1507 retinanet/class-2/Round"; -"1507 retinanet/class-2/Round" -> "1510 retinanet/class-2/mul"; -"1508 retinanet/class-2/ReadVariableOp/resource" -> "1509 retinanet/class-2/ReadVariableOp"; -"1508 retinanet/class-2/ReadVariableOp/resource" -> "1518 retinanet/class-2/ReadVariableOp_1"; -"1508 retinanet/class-2/ReadVariableOp/resource" -> "1526 retinanet/class-2/ReadVariableOp_2"; -"1508 retinanet/class-2/ReadVariableOp/resource" -> "1534 retinanet/class-2/ReadVariableOp_3"; -"1508 retinanet/class-2/ReadVariableOp/resource" -> "1542 retinanet/class-2/ReadVariableOp_4"; -"1509 retinanet/class-2/ReadVariableOp" -> "1510 retinanet/class-2/mul"; -"1510 retinanet/class-2/mul" -> "1511 retinanet/class-2/Conv2D"; -"1511 retinanet/class-2/Conv2D" -> "1514 retinanet/class-2/BiasAdd"; -"1512 retinanet/class-2/BiasAdd/ReadVariableOp/resource" -> "1513 retinanet/class-2/BiasAdd/ReadVariableOp"; -"1512 retinanet/class-2/BiasAdd/ReadVariableOp/resource" -> "1521 retinanet/class-2/BiasAdd_1/ReadVariableOp"; -"1512 retinanet/class-2/BiasAdd/ReadVariableOp/resource" -> "1529 retinanet/class-2/BiasAdd_2/ReadVariableOp"; -"1512 retinanet/class-2/BiasAdd/ReadVariableOp/resource" -> "1537 retinanet/class-2/BiasAdd_3/ReadVariableOp"; -"1512 retinanet/class-2/BiasAdd/ReadVariableOp/resource" -> "1545 retinanet/class-2/BiasAdd_4/ReadVariableOp"; -"1513 retinanet/class-2/BiasAdd/ReadVariableOp" -> "1514 retinanet/class-2/BiasAdd"; -"1514 retinanet/class-2/BiasAdd" -> "1598 retinanet/class-2-7/FusedBatchNormV3"; -"1515 retinanet/class-2/Sigmoid_1/ReadVariableOp" -> "1516 retinanet/class-2/Sigmoid_1"; -"1516 retinanet/class-2/Sigmoid_1" -> "1517 retinanet/class-2/Round_1"; -"1517 retinanet/class-2/Round_1" -> "1519 retinanet/class-2/mul_1"; -"1518 retinanet/class-2/ReadVariableOp_1" -> "1519 retinanet/class-2/mul_1"; -"1519 retinanet/class-2/mul_1" -> "1520 retinanet/class-2/Conv2D_1"; -"1520 retinanet/class-2/Conv2D_1" -> "1522 retinanet/class-2/BiasAdd_1"; -"1521 retinanet/class-2/BiasAdd_1/ReadVariableOp" -> "1522 retinanet/class-2/BiasAdd_1"; -"1522 retinanet/class-2/BiasAdd_1" -> "1607 retinanet/class-2-6/FusedBatchNormV3"; -"1523 retinanet/class-2/Sigmoid_2/ReadVariableOp" -> "1524 retinanet/class-2/Sigmoid_2"; -"1524 retinanet/class-2/Sigmoid_2" -> "1525 retinanet/class-2/Round_2"; -"1525 retinanet/class-2/Round_2" -> "1527 retinanet/class-2/mul_2"; -"1526 retinanet/class-2/ReadVariableOp_2" -> "1527 retinanet/class-2/mul_2"; -"1527 retinanet/class-2/mul_2" -> "1528 retinanet/class-2/Conv2D_2"; -"1528 retinanet/class-2/Conv2D_2" -> "1530 retinanet/class-2/BiasAdd_2"; -"1529 retinanet/class-2/BiasAdd_2/ReadVariableOp" -> "1530 retinanet/class-2/BiasAdd_2"; -"1530 retinanet/class-2/BiasAdd_2" -> "1616 retinanet/class-2-5/FusedBatchNormV3"; -"1531 retinanet/class-2/Sigmoid_3/ReadVariableOp" -> "1532 retinanet/class-2/Sigmoid_3"; -"1532 retinanet/class-2/Sigmoid_3" -> "1533 retinanet/class-2/Round_3"; -"1533 retinanet/class-2/Round_3" -> "1535 retinanet/class-2/mul_3"; -"1534 retinanet/class-2/ReadVariableOp_3" -> "1535 retinanet/class-2/mul_3"; -"1535 retinanet/class-2/mul_3" -> "1536 retinanet/class-2/Conv2D_3"; -"1536 retinanet/class-2/Conv2D_3" -> "1538 retinanet/class-2/BiasAdd_3"; -"1537 retinanet/class-2/BiasAdd_3/ReadVariableOp" -> "1538 retinanet/class-2/BiasAdd_3"; -"1538 retinanet/class-2/BiasAdd_3" -> "1625 retinanet/class-2-4/FusedBatchNormV3"; -"1539 retinanet/class-2/Sigmoid_4/ReadVariableOp" -> "1540 retinanet/class-2/Sigmoid_4"; -"1540 retinanet/class-2/Sigmoid_4" -> "1541 retinanet/class-2/Round_4"; -"1541 retinanet/class-2/Round_4" -> "1543 retinanet/class-2/mul_4"; -"1542 retinanet/class-2/ReadVariableOp_4" -> "1543 retinanet/class-2/mul_4"; -"1543 retinanet/class-2/mul_4" -> "1544 retinanet/class-2/Conv2D_4"; -"1544 retinanet/class-2/Conv2D_4" -> "1546 retinanet/class-2/BiasAdd_4"; -"1545 retinanet/class-2/BiasAdd_4/ReadVariableOp" -> "1546 retinanet/class-2/BiasAdd_4"; -"1546 retinanet/class-2/BiasAdd_4" -> "1634 retinanet/class-2-3/FusedBatchNormV3"; -"1547 retinanet/box-2/Sigmoid/ReadVariableOp/resource" -> "1548 retinanet/box-2/Sigmoid/ReadVariableOp"; -"1547 retinanet/box-2/Sigmoid/ReadVariableOp/resource" -> "1558 retinanet/box-2/Sigmoid_1/ReadVariableOp"; -"1547 retinanet/box-2/Sigmoid/ReadVariableOp/resource" -> "1566 retinanet/box-2/Sigmoid_2/ReadVariableOp"; -"1547 retinanet/box-2/Sigmoid/ReadVariableOp/resource" -> "1574 retinanet/box-2/Sigmoid_3/ReadVariableOp"; -"1547 retinanet/box-2/Sigmoid/ReadVariableOp/resource" -> "1582 retinanet/box-2/Sigmoid_4/ReadVariableOp"; -"1548 retinanet/box-2/Sigmoid/ReadVariableOp" -> "1549 retinanet/box-2/Sigmoid"; -"1549 retinanet/box-2/Sigmoid" -> "1550 retinanet/box-2/Round"; -"1550 retinanet/box-2/Round" -> "1553 retinanet/box-2/mul"; -"1551 retinanet/box-2/ReadVariableOp/resource" -> "1552 retinanet/box-2/ReadVariableOp"; -"1551 retinanet/box-2/ReadVariableOp/resource" -> "1561 retinanet/box-2/ReadVariableOp_1"; -"1551 retinanet/box-2/ReadVariableOp/resource" -> "1569 retinanet/box-2/ReadVariableOp_2"; -"1551 retinanet/box-2/ReadVariableOp/resource" -> "1577 retinanet/box-2/ReadVariableOp_3"; -"1551 retinanet/box-2/ReadVariableOp/resource" -> "1585 retinanet/box-2/ReadVariableOp_4"; -"1552 retinanet/box-2/ReadVariableOp" -> "1553 retinanet/box-2/mul"; -"1553 retinanet/box-2/mul" -> "1554 retinanet/box-2/Conv2D"; -"1554 retinanet/box-2/Conv2D" -> "1557 retinanet/box-2/BiasAdd"; -"1555 retinanet/box-2/BiasAdd/ReadVariableOp/resource" -> "1556 retinanet/box-2/BiasAdd/ReadVariableOp"; -"1555 retinanet/box-2/BiasAdd/ReadVariableOp/resource" -> "1564 retinanet/box-2/BiasAdd_1/ReadVariableOp"; -"1555 retinanet/box-2/BiasAdd/ReadVariableOp/resource" -> "1572 retinanet/box-2/BiasAdd_2/ReadVariableOp"; -"1555 retinanet/box-2/BiasAdd/ReadVariableOp/resource" -> "1580 retinanet/box-2/BiasAdd_3/ReadVariableOp"; -"1555 retinanet/box-2/BiasAdd/ReadVariableOp/resource" -> "1588 retinanet/box-2/BiasAdd_4/ReadVariableOp"; -"1556 retinanet/box-2/BiasAdd/ReadVariableOp" -> "1557 retinanet/box-2/BiasAdd"; -"1557 retinanet/box-2/BiasAdd" -> "1643 retinanet/box-2-7/FusedBatchNormV3"; -"1558 retinanet/box-2/Sigmoid_1/ReadVariableOp" -> "1559 retinanet/box-2/Sigmoid_1"; -"1559 retinanet/box-2/Sigmoid_1" -> "1560 retinanet/box-2/Round_1"; -"1560 retinanet/box-2/Round_1" -> "1562 retinanet/box-2/mul_1"; -"1561 retinanet/box-2/ReadVariableOp_1" -> "1562 retinanet/box-2/mul_1"; -"1562 retinanet/box-2/mul_1" -> "1563 retinanet/box-2/Conv2D_1"; -"1563 retinanet/box-2/Conv2D_1" -> "1565 retinanet/box-2/BiasAdd_1"; -"1564 retinanet/box-2/BiasAdd_1/ReadVariableOp" -> "1565 retinanet/box-2/BiasAdd_1"; -"1565 retinanet/box-2/BiasAdd_1" -> "1652 retinanet/box-2-6/FusedBatchNormV3"; -"1566 retinanet/box-2/Sigmoid_2/ReadVariableOp" -> "1567 retinanet/box-2/Sigmoid_2"; -"1567 retinanet/box-2/Sigmoid_2" -> "1568 retinanet/box-2/Round_2"; -"1568 retinanet/box-2/Round_2" -> "1570 retinanet/box-2/mul_2"; -"1569 retinanet/box-2/ReadVariableOp_2" -> "1570 retinanet/box-2/mul_2"; -"1570 retinanet/box-2/mul_2" -> "1571 retinanet/box-2/Conv2D_2"; -"1571 retinanet/box-2/Conv2D_2" -> "1573 retinanet/box-2/BiasAdd_2"; -"1572 retinanet/box-2/BiasAdd_2/ReadVariableOp" -> "1573 retinanet/box-2/BiasAdd_2"; -"1573 retinanet/box-2/BiasAdd_2" -> "1661 retinanet/box-2-5/FusedBatchNormV3"; -"1574 retinanet/box-2/Sigmoid_3/ReadVariableOp" -> "1575 retinanet/box-2/Sigmoid_3"; -"1575 retinanet/box-2/Sigmoid_3" -> "1576 retinanet/box-2/Round_3"; -"1576 retinanet/box-2/Round_3" -> "1578 retinanet/box-2/mul_3"; -"1577 retinanet/box-2/ReadVariableOp_3" -> "1578 retinanet/box-2/mul_3"; -"1578 retinanet/box-2/mul_3" -> "1579 retinanet/box-2/Conv2D_3"; -"1579 retinanet/box-2/Conv2D_3" -> "1581 retinanet/box-2/BiasAdd_3"; -"1580 retinanet/box-2/BiasAdd_3/ReadVariableOp" -> "1581 retinanet/box-2/BiasAdd_3"; -"1581 retinanet/box-2/BiasAdd_3" -> "1670 retinanet/box-2-4/FusedBatchNormV3"; -"1582 retinanet/box-2/Sigmoid_4/ReadVariableOp" -> "1583 retinanet/box-2/Sigmoid_4"; -"1583 retinanet/box-2/Sigmoid_4" -> "1584 retinanet/box-2/Round_4"; -"1584 retinanet/box-2/Round_4" -> "1586 retinanet/box-2/mul_4"; -"1585 retinanet/box-2/ReadVariableOp_4" -> "1586 retinanet/box-2/mul_4"; -"1586 retinanet/box-2/mul_4" -> "1587 retinanet/box-2/Conv2D_4"; -"1587 retinanet/box-2/Conv2D_4" -> "1589 retinanet/box-2/BiasAdd_4"; -"1588 retinanet/box-2/BiasAdd_4/ReadVariableOp" -> "1589 retinanet/box-2/BiasAdd_4"; -"1589 retinanet/box-2/BiasAdd_4" -> "1679 retinanet/box-2-3/FusedBatchNormV3"; -"1590 retinanet/class-2-7/ReadVariableOp/resource" -> "1591 retinanet/class-2-7/ReadVariableOp"; -"1591 retinanet/class-2-7/ReadVariableOp" -> "1598 retinanet/class-2-7/FusedBatchNormV3"; -"1592 retinanet/class-2-7/ReadVariableOp_1/resource" -> "1593 retinanet/class-2-7/ReadVariableOp_1"; -"1593 retinanet/class-2-7/ReadVariableOp_1" -> "1598 retinanet/class-2-7/FusedBatchNormV3"; -"1594 retinanet/class-2-7/FusedBatchNormV3/ReadVariableOp/resource" -> "1595 retinanet/class-2-7/FusedBatchNormV3/ReadVariableOp"; -"1595 retinanet/class-2-7/FusedBatchNormV3/ReadVariableOp" -> "1598 retinanet/class-2-7/FusedBatchNormV3"; -"1596 retinanet/class-2-7/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1597 retinanet/class-2-7/FusedBatchNormV3/ReadVariableOp_1"; -"1597 retinanet/class-2-7/FusedBatchNormV3/ReadVariableOp_1" -> "1598 retinanet/class-2-7/FusedBatchNormV3"; -"1598 retinanet/class-2-7/FusedBatchNormV3" -> "1680 retinanet/tf.nn.relu_84/Relu"; -"1599 retinanet/class-2-6/ReadVariableOp/resource" -> "1600 retinanet/class-2-6/ReadVariableOp"; -"1600 retinanet/class-2-6/ReadVariableOp" -> "1607 retinanet/class-2-6/FusedBatchNormV3"; -"1601 retinanet/class-2-6/ReadVariableOp_1/resource" -> "1602 retinanet/class-2-6/ReadVariableOp_1"; -"1602 retinanet/class-2-6/ReadVariableOp_1" -> "1607 retinanet/class-2-6/FusedBatchNormV3"; -"1603 retinanet/class-2-6/FusedBatchNormV3/ReadVariableOp/resource" -> "1604 retinanet/class-2-6/FusedBatchNormV3/ReadVariableOp"; -"1604 retinanet/class-2-6/FusedBatchNormV3/ReadVariableOp" -> "1607 retinanet/class-2-6/FusedBatchNormV3"; -"1605 retinanet/class-2-6/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1606 retinanet/class-2-6/FusedBatchNormV3/ReadVariableOp_1"; -"1606 retinanet/class-2-6/FusedBatchNormV3/ReadVariableOp_1" -> "1607 retinanet/class-2-6/FusedBatchNormV3"; -"1607 retinanet/class-2-6/FusedBatchNormV3" -> "1681 retinanet/tf.nn.relu_76/Relu"; -"1608 retinanet/class-2-5/ReadVariableOp/resource" -> "1609 retinanet/class-2-5/ReadVariableOp"; -"1609 retinanet/class-2-5/ReadVariableOp" -> "1616 retinanet/class-2-5/FusedBatchNormV3"; -"1610 retinanet/class-2-5/ReadVariableOp_1/resource" -> "1611 retinanet/class-2-5/ReadVariableOp_1"; -"1611 retinanet/class-2-5/ReadVariableOp_1" -> "1616 retinanet/class-2-5/FusedBatchNormV3"; -"1612 retinanet/class-2-5/FusedBatchNormV3/ReadVariableOp/resource" -> "1613 retinanet/class-2-5/FusedBatchNormV3/ReadVariableOp"; -"1613 retinanet/class-2-5/FusedBatchNormV3/ReadVariableOp" -> "1616 retinanet/class-2-5/FusedBatchNormV3"; -"1614 retinanet/class-2-5/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1615 retinanet/class-2-5/FusedBatchNormV3/ReadVariableOp_1"; -"1615 retinanet/class-2-5/FusedBatchNormV3/ReadVariableOp_1" -> "1616 retinanet/class-2-5/FusedBatchNormV3"; -"1616 retinanet/class-2-5/FusedBatchNormV3" -> "1682 retinanet/tf.nn.relu_68/Relu"; -"1617 retinanet/class-2-4/ReadVariableOp/resource" -> "1618 retinanet/class-2-4/ReadVariableOp"; -"1618 retinanet/class-2-4/ReadVariableOp" -> "1625 retinanet/class-2-4/FusedBatchNormV3"; -"1619 retinanet/class-2-4/ReadVariableOp_1/resource" -> "1620 retinanet/class-2-4/ReadVariableOp_1"; -"1620 retinanet/class-2-4/ReadVariableOp_1" -> "1625 retinanet/class-2-4/FusedBatchNormV3"; -"1621 retinanet/class-2-4/FusedBatchNormV3/ReadVariableOp/resource" -> "1622 retinanet/class-2-4/FusedBatchNormV3/ReadVariableOp"; -"1622 retinanet/class-2-4/FusedBatchNormV3/ReadVariableOp" -> "1625 retinanet/class-2-4/FusedBatchNormV3"; -"1623 retinanet/class-2-4/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1624 retinanet/class-2-4/FusedBatchNormV3/ReadVariableOp_1"; -"1624 retinanet/class-2-4/FusedBatchNormV3/ReadVariableOp_1" -> "1625 retinanet/class-2-4/FusedBatchNormV3"; -"1625 retinanet/class-2-4/FusedBatchNormV3" -> "1683 retinanet/tf.nn.relu_60/Relu"; -"1626 retinanet/class-2-3/ReadVariableOp/resource" -> "1627 retinanet/class-2-3/ReadVariableOp"; -"1627 retinanet/class-2-3/ReadVariableOp" -> "1634 retinanet/class-2-3/FusedBatchNormV3"; -"1628 retinanet/class-2-3/ReadVariableOp_1/resource" -> "1629 retinanet/class-2-3/ReadVariableOp_1"; -"1629 retinanet/class-2-3/ReadVariableOp_1" -> "1634 retinanet/class-2-3/FusedBatchNormV3"; -"1630 retinanet/class-2-3/FusedBatchNormV3/ReadVariableOp/resource" -> "1631 retinanet/class-2-3/FusedBatchNormV3/ReadVariableOp"; -"1631 retinanet/class-2-3/FusedBatchNormV3/ReadVariableOp" -> "1634 retinanet/class-2-3/FusedBatchNormV3"; -"1632 retinanet/class-2-3/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1633 retinanet/class-2-3/FusedBatchNormV3/ReadVariableOp_1"; -"1633 retinanet/class-2-3/FusedBatchNormV3/ReadVariableOp_1" -> "1634 retinanet/class-2-3/FusedBatchNormV3"; -"1634 retinanet/class-2-3/FusedBatchNormV3" -> "1684 retinanet/tf.nn.relu_52/Relu"; -"1635 retinanet/box-2-7/ReadVariableOp/resource" -> "1636 retinanet/box-2-7/ReadVariableOp"; -"1636 retinanet/box-2-7/ReadVariableOp" -> "1643 retinanet/box-2-7/FusedBatchNormV3"; -"1637 retinanet/box-2-7/ReadVariableOp_1/resource" -> "1638 retinanet/box-2-7/ReadVariableOp_1"; -"1638 retinanet/box-2-7/ReadVariableOp_1" -> "1643 retinanet/box-2-7/FusedBatchNormV3"; -"1639 retinanet/box-2-7/FusedBatchNormV3/ReadVariableOp/resource" -> "1640 retinanet/box-2-7/FusedBatchNormV3/ReadVariableOp"; -"1640 retinanet/box-2-7/FusedBatchNormV3/ReadVariableOp" -> "1643 retinanet/box-2-7/FusedBatchNormV3"; -"1641 retinanet/box-2-7/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1642 retinanet/box-2-7/FusedBatchNormV3/ReadVariableOp_1"; -"1642 retinanet/box-2-7/FusedBatchNormV3/ReadVariableOp_1" -> "1643 retinanet/box-2-7/FusedBatchNormV3"; -"1643 retinanet/box-2-7/FusedBatchNormV3" -> "1685 retinanet/tf.nn.relu_88/Relu"; -"1644 retinanet/box-2-6/ReadVariableOp/resource" -> "1645 retinanet/box-2-6/ReadVariableOp"; -"1645 retinanet/box-2-6/ReadVariableOp" -> "1652 retinanet/box-2-6/FusedBatchNormV3"; -"1646 retinanet/box-2-6/ReadVariableOp_1/resource" -> "1647 retinanet/box-2-6/ReadVariableOp_1"; -"1647 retinanet/box-2-6/ReadVariableOp_1" -> "1652 retinanet/box-2-6/FusedBatchNormV3"; -"1648 retinanet/box-2-6/FusedBatchNormV3/ReadVariableOp/resource" -> "1649 retinanet/box-2-6/FusedBatchNormV3/ReadVariableOp"; -"1649 retinanet/box-2-6/FusedBatchNormV3/ReadVariableOp" -> "1652 retinanet/box-2-6/FusedBatchNormV3"; -"1650 retinanet/box-2-6/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1651 retinanet/box-2-6/FusedBatchNormV3/ReadVariableOp_1"; -"1651 retinanet/box-2-6/FusedBatchNormV3/ReadVariableOp_1" -> "1652 retinanet/box-2-6/FusedBatchNormV3"; -"1652 retinanet/box-2-6/FusedBatchNormV3" -> "1686 retinanet/tf.nn.relu_80/Relu"; -"1653 retinanet/box-2-5/ReadVariableOp/resource" -> "1654 retinanet/box-2-5/ReadVariableOp"; -"1654 retinanet/box-2-5/ReadVariableOp" -> "1661 retinanet/box-2-5/FusedBatchNormV3"; -"1655 retinanet/box-2-5/ReadVariableOp_1/resource" -> "1656 retinanet/box-2-5/ReadVariableOp_1"; -"1656 retinanet/box-2-5/ReadVariableOp_1" -> "1661 retinanet/box-2-5/FusedBatchNormV3"; -"1657 retinanet/box-2-5/FusedBatchNormV3/ReadVariableOp/resource" -> "1658 retinanet/box-2-5/FusedBatchNormV3/ReadVariableOp"; -"1658 retinanet/box-2-5/FusedBatchNormV3/ReadVariableOp" -> "1661 retinanet/box-2-5/FusedBatchNormV3"; -"1659 retinanet/box-2-5/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1660 retinanet/box-2-5/FusedBatchNormV3/ReadVariableOp_1"; -"1660 retinanet/box-2-5/FusedBatchNormV3/ReadVariableOp_1" -> "1661 retinanet/box-2-5/FusedBatchNormV3"; -"1661 retinanet/box-2-5/FusedBatchNormV3" -> "1687 retinanet/tf.nn.relu_72/Relu"; -"1662 retinanet/box-2-4/ReadVariableOp/resource" -> "1663 retinanet/box-2-4/ReadVariableOp"; -"1663 retinanet/box-2-4/ReadVariableOp" -> "1670 retinanet/box-2-4/FusedBatchNormV3"; -"1664 retinanet/box-2-4/ReadVariableOp_1/resource" -> "1665 retinanet/box-2-4/ReadVariableOp_1"; -"1665 retinanet/box-2-4/ReadVariableOp_1" -> "1670 retinanet/box-2-4/FusedBatchNormV3"; -"1666 retinanet/box-2-4/FusedBatchNormV3/ReadVariableOp/resource" -> "1667 retinanet/box-2-4/FusedBatchNormV3/ReadVariableOp"; -"1667 retinanet/box-2-4/FusedBatchNormV3/ReadVariableOp" -> "1670 retinanet/box-2-4/FusedBatchNormV3"; -"1668 retinanet/box-2-4/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1669 retinanet/box-2-4/FusedBatchNormV3/ReadVariableOp_1"; -"1669 retinanet/box-2-4/FusedBatchNormV3/ReadVariableOp_1" -> "1670 retinanet/box-2-4/FusedBatchNormV3"; -"1670 retinanet/box-2-4/FusedBatchNormV3" -> "1688 retinanet/tf.nn.relu_64/Relu"; -"1671 retinanet/box-2-3/ReadVariableOp/resource" -> "1672 retinanet/box-2-3/ReadVariableOp"; -"1672 retinanet/box-2-3/ReadVariableOp" -> "1679 retinanet/box-2-3/FusedBatchNormV3"; -"1673 retinanet/box-2-3/ReadVariableOp_1/resource" -> "1674 retinanet/box-2-3/ReadVariableOp_1"; -"1674 retinanet/box-2-3/ReadVariableOp_1" -> "1679 retinanet/box-2-3/FusedBatchNormV3"; -"1675 retinanet/box-2-3/FusedBatchNormV3/ReadVariableOp/resource" -> "1676 retinanet/box-2-3/FusedBatchNormV3/ReadVariableOp"; -"1676 retinanet/box-2-3/FusedBatchNormV3/ReadVariableOp" -> "1679 retinanet/box-2-3/FusedBatchNormV3"; -"1677 retinanet/box-2-3/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1678 retinanet/box-2-3/FusedBatchNormV3/ReadVariableOp_1"; -"1678 retinanet/box-2-3/FusedBatchNormV3/ReadVariableOp_1" -> "1679 retinanet/box-2-3/FusedBatchNormV3"; -"1679 retinanet/box-2-3/FusedBatchNormV3" -> "1689 retinanet/tf.nn.relu_56/Relu"; -"1680 retinanet/tf.nn.relu_84/Relu" -> "1697 retinanet/class-3/Conv2D"; -"1681 retinanet/tf.nn.relu_76/Relu" -> "1706 retinanet/class-3/Conv2D_1"; -"1682 retinanet/tf.nn.relu_68/Relu" -> "1714 retinanet/class-3/Conv2D_2"; -"1683 retinanet/tf.nn.relu_60/Relu" -> "1722 retinanet/class-3/Conv2D_3"; -"1684 retinanet/tf.nn.relu_52/Relu" -> "1730 retinanet/class-3/Conv2D_4"; -"1685 retinanet/tf.nn.relu_88/Relu" -> "1740 retinanet/box-3/Conv2D"; -"1686 retinanet/tf.nn.relu_80/Relu" -> "1749 retinanet/box-3/Conv2D_1"; -"1687 retinanet/tf.nn.relu_72/Relu" -> "1757 retinanet/box-3/Conv2D_2"; -"1688 retinanet/tf.nn.relu_64/Relu" -> "1765 retinanet/box-3/Conv2D_3"; -"1689 retinanet/tf.nn.relu_56/Relu" -> "1773 retinanet/box-3/Conv2D_4"; -"1690 retinanet/class-3/Sigmoid/ReadVariableOp/resource" -> "1691 retinanet/class-3/Sigmoid/ReadVariableOp"; -"1690 retinanet/class-3/Sigmoid/ReadVariableOp/resource" -> "1701 retinanet/class-3/Sigmoid_1/ReadVariableOp"; -"1690 retinanet/class-3/Sigmoid/ReadVariableOp/resource" -> "1709 retinanet/class-3/Sigmoid_2/ReadVariableOp"; -"1690 retinanet/class-3/Sigmoid/ReadVariableOp/resource" -> "1717 retinanet/class-3/Sigmoid_3/ReadVariableOp"; -"1690 retinanet/class-3/Sigmoid/ReadVariableOp/resource" -> "1725 retinanet/class-3/Sigmoid_4/ReadVariableOp"; -"1691 retinanet/class-3/Sigmoid/ReadVariableOp" -> "1692 retinanet/class-3/Sigmoid"; -"1692 retinanet/class-3/Sigmoid" -> "1693 retinanet/class-3/Round"; -"1693 retinanet/class-3/Round" -> "1696 retinanet/class-3/mul"; -"1694 retinanet/class-3/ReadVariableOp/resource" -> "1695 retinanet/class-3/ReadVariableOp"; -"1694 retinanet/class-3/ReadVariableOp/resource" -> "1704 retinanet/class-3/ReadVariableOp_1"; -"1694 retinanet/class-3/ReadVariableOp/resource" -> "1712 retinanet/class-3/ReadVariableOp_2"; -"1694 retinanet/class-3/ReadVariableOp/resource" -> "1720 retinanet/class-3/ReadVariableOp_3"; -"1694 retinanet/class-3/ReadVariableOp/resource" -> "1728 retinanet/class-3/ReadVariableOp_4"; -"1695 retinanet/class-3/ReadVariableOp" -> "1696 retinanet/class-3/mul"; -"1696 retinanet/class-3/mul" -> "1697 retinanet/class-3/Conv2D"; -"1697 retinanet/class-3/Conv2D" -> "1700 retinanet/class-3/BiasAdd"; -"1698 retinanet/class-3/BiasAdd/ReadVariableOp/resource" -> "1699 retinanet/class-3/BiasAdd/ReadVariableOp"; -"1698 retinanet/class-3/BiasAdd/ReadVariableOp/resource" -> "1707 retinanet/class-3/BiasAdd_1/ReadVariableOp"; -"1698 retinanet/class-3/BiasAdd/ReadVariableOp/resource" -> "1715 retinanet/class-3/BiasAdd_2/ReadVariableOp"; -"1698 retinanet/class-3/BiasAdd/ReadVariableOp/resource" -> "1723 retinanet/class-3/BiasAdd_3/ReadVariableOp"; -"1698 retinanet/class-3/BiasAdd/ReadVariableOp/resource" -> "1731 retinanet/class-3/BiasAdd_4/ReadVariableOp"; -"1699 retinanet/class-3/BiasAdd/ReadVariableOp" -> "1700 retinanet/class-3/BiasAdd"; -"1700 retinanet/class-3/BiasAdd" -> "1784 retinanet/class-3-7/FusedBatchNormV3"; -"1701 retinanet/class-3/Sigmoid_1/ReadVariableOp" -> "1702 retinanet/class-3/Sigmoid_1"; -"1702 retinanet/class-3/Sigmoid_1" -> "1703 retinanet/class-3/Round_1"; -"1703 retinanet/class-3/Round_1" -> "1705 retinanet/class-3/mul_1"; -"1704 retinanet/class-3/ReadVariableOp_1" -> "1705 retinanet/class-3/mul_1"; -"1705 retinanet/class-3/mul_1" -> "1706 retinanet/class-3/Conv2D_1"; -"1706 retinanet/class-3/Conv2D_1" -> "1708 retinanet/class-3/BiasAdd_1"; -"1707 retinanet/class-3/BiasAdd_1/ReadVariableOp" -> "1708 retinanet/class-3/BiasAdd_1"; -"1708 retinanet/class-3/BiasAdd_1" -> "1793 retinanet/class-3-6/FusedBatchNormV3"; -"1709 retinanet/class-3/Sigmoid_2/ReadVariableOp" -> "1710 retinanet/class-3/Sigmoid_2"; -"1710 retinanet/class-3/Sigmoid_2" -> "1711 retinanet/class-3/Round_2"; -"1711 retinanet/class-3/Round_2" -> "1713 retinanet/class-3/mul_2"; -"1712 retinanet/class-3/ReadVariableOp_2" -> "1713 retinanet/class-3/mul_2"; -"1713 retinanet/class-3/mul_2" -> "1714 retinanet/class-3/Conv2D_2"; -"1714 retinanet/class-3/Conv2D_2" -> "1716 retinanet/class-3/BiasAdd_2"; -"1715 retinanet/class-3/BiasAdd_2/ReadVariableOp" -> "1716 retinanet/class-3/BiasAdd_2"; -"1716 retinanet/class-3/BiasAdd_2" -> "1802 retinanet/class-3-5/FusedBatchNormV3"; -"1717 retinanet/class-3/Sigmoid_3/ReadVariableOp" -> "1718 retinanet/class-3/Sigmoid_3"; -"1718 retinanet/class-3/Sigmoid_3" -> "1719 retinanet/class-3/Round_3"; -"1719 retinanet/class-3/Round_3" -> "1721 retinanet/class-3/mul_3"; -"1720 retinanet/class-3/ReadVariableOp_3" -> "1721 retinanet/class-3/mul_3"; -"1721 retinanet/class-3/mul_3" -> "1722 retinanet/class-3/Conv2D_3"; -"1722 retinanet/class-3/Conv2D_3" -> "1724 retinanet/class-3/BiasAdd_3"; -"1723 retinanet/class-3/BiasAdd_3/ReadVariableOp" -> "1724 retinanet/class-3/BiasAdd_3"; -"1724 retinanet/class-3/BiasAdd_3" -> "1811 retinanet/class-3-4/FusedBatchNormV3"; -"1725 retinanet/class-3/Sigmoid_4/ReadVariableOp" -> "1726 retinanet/class-3/Sigmoid_4"; -"1726 retinanet/class-3/Sigmoid_4" -> "1727 retinanet/class-3/Round_4"; -"1727 retinanet/class-3/Round_4" -> "1729 retinanet/class-3/mul_4"; -"1728 retinanet/class-3/ReadVariableOp_4" -> "1729 retinanet/class-3/mul_4"; -"1729 retinanet/class-3/mul_4" -> "1730 retinanet/class-3/Conv2D_4"; -"1730 retinanet/class-3/Conv2D_4" -> "1732 retinanet/class-3/BiasAdd_4"; -"1731 retinanet/class-3/BiasAdd_4/ReadVariableOp" -> "1732 retinanet/class-3/BiasAdd_4"; -"1732 retinanet/class-3/BiasAdd_4" -> "1820 retinanet/class-3-3/FusedBatchNormV3"; -"1733 retinanet/box-3/Sigmoid/ReadVariableOp/resource" -> "1734 retinanet/box-3/Sigmoid/ReadVariableOp"; -"1733 retinanet/box-3/Sigmoid/ReadVariableOp/resource" -> "1744 retinanet/box-3/Sigmoid_1/ReadVariableOp"; -"1733 retinanet/box-3/Sigmoid/ReadVariableOp/resource" -> "1752 retinanet/box-3/Sigmoid_2/ReadVariableOp"; -"1733 retinanet/box-3/Sigmoid/ReadVariableOp/resource" -> "1760 retinanet/box-3/Sigmoid_3/ReadVariableOp"; -"1733 retinanet/box-3/Sigmoid/ReadVariableOp/resource" -> "1768 retinanet/box-3/Sigmoid_4/ReadVariableOp"; -"1734 retinanet/box-3/Sigmoid/ReadVariableOp" -> "1735 retinanet/box-3/Sigmoid"; -"1735 retinanet/box-3/Sigmoid" -> "1736 retinanet/box-3/Round"; -"1736 retinanet/box-3/Round" -> "1739 retinanet/box-3/mul"; -"1737 retinanet/box-3/ReadVariableOp/resource" -> "1738 retinanet/box-3/ReadVariableOp"; -"1737 retinanet/box-3/ReadVariableOp/resource" -> "1747 retinanet/box-3/ReadVariableOp_1"; -"1737 retinanet/box-3/ReadVariableOp/resource" -> "1755 retinanet/box-3/ReadVariableOp_2"; -"1737 retinanet/box-3/ReadVariableOp/resource" -> "1763 retinanet/box-3/ReadVariableOp_3"; -"1737 retinanet/box-3/ReadVariableOp/resource" -> "1771 retinanet/box-3/ReadVariableOp_4"; -"1738 retinanet/box-3/ReadVariableOp" -> "1739 retinanet/box-3/mul"; -"1739 retinanet/box-3/mul" -> "1740 retinanet/box-3/Conv2D"; -"1740 retinanet/box-3/Conv2D" -> "1743 retinanet/box-3/BiasAdd"; -"1741 retinanet/box-3/BiasAdd/ReadVariableOp/resource" -> "1742 retinanet/box-3/BiasAdd/ReadVariableOp"; -"1741 retinanet/box-3/BiasAdd/ReadVariableOp/resource" -> "1750 retinanet/box-3/BiasAdd_1/ReadVariableOp"; -"1741 retinanet/box-3/BiasAdd/ReadVariableOp/resource" -> "1758 retinanet/box-3/BiasAdd_2/ReadVariableOp"; -"1741 retinanet/box-3/BiasAdd/ReadVariableOp/resource" -> "1766 retinanet/box-3/BiasAdd_3/ReadVariableOp"; -"1741 retinanet/box-3/BiasAdd/ReadVariableOp/resource" -> "1774 retinanet/box-3/BiasAdd_4/ReadVariableOp"; -"1742 retinanet/box-3/BiasAdd/ReadVariableOp" -> "1743 retinanet/box-3/BiasAdd"; -"1743 retinanet/box-3/BiasAdd" -> "1829 retinanet/box-3-7/FusedBatchNormV3"; -"1744 retinanet/box-3/Sigmoid_1/ReadVariableOp" -> "1745 retinanet/box-3/Sigmoid_1"; -"1745 retinanet/box-3/Sigmoid_1" -> "1746 retinanet/box-3/Round_1"; -"1746 retinanet/box-3/Round_1" -> "1748 retinanet/box-3/mul_1"; -"1747 retinanet/box-3/ReadVariableOp_1" -> "1748 retinanet/box-3/mul_1"; -"1748 retinanet/box-3/mul_1" -> "1749 retinanet/box-3/Conv2D_1"; -"1749 retinanet/box-3/Conv2D_1" -> "1751 retinanet/box-3/BiasAdd_1"; -"1750 retinanet/box-3/BiasAdd_1/ReadVariableOp" -> "1751 retinanet/box-3/BiasAdd_1"; -"1751 retinanet/box-3/BiasAdd_1" -> "1838 retinanet/box-3-6/FusedBatchNormV3"; -"1752 retinanet/box-3/Sigmoid_2/ReadVariableOp" -> "1753 retinanet/box-3/Sigmoid_2"; -"1753 retinanet/box-3/Sigmoid_2" -> "1754 retinanet/box-3/Round_2"; -"1754 retinanet/box-3/Round_2" -> "1756 retinanet/box-3/mul_2"; -"1755 retinanet/box-3/ReadVariableOp_2" -> "1756 retinanet/box-3/mul_2"; -"1756 retinanet/box-3/mul_2" -> "1757 retinanet/box-3/Conv2D_2"; -"1757 retinanet/box-3/Conv2D_2" -> "1759 retinanet/box-3/BiasAdd_2"; -"1758 retinanet/box-3/BiasAdd_2/ReadVariableOp" -> "1759 retinanet/box-3/BiasAdd_2"; -"1759 retinanet/box-3/BiasAdd_2" -> "1847 retinanet/box-3-5/FusedBatchNormV3"; -"1760 retinanet/box-3/Sigmoid_3/ReadVariableOp" -> "1761 retinanet/box-3/Sigmoid_3"; -"1761 retinanet/box-3/Sigmoid_3" -> "1762 retinanet/box-3/Round_3"; -"1762 retinanet/box-3/Round_3" -> "1764 retinanet/box-3/mul_3"; -"1763 retinanet/box-3/ReadVariableOp_3" -> "1764 retinanet/box-3/mul_3"; -"1764 retinanet/box-3/mul_3" -> "1765 retinanet/box-3/Conv2D_3"; -"1765 retinanet/box-3/Conv2D_3" -> "1767 retinanet/box-3/BiasAdd_3"; -"1766 retinanet/box-3/BiasAdd_3/ReadVariableOp" -> "1767 retinanet/box-3/BiasAdd_3"; -"1767 retinanet/box-3/BiasAdd_3" -> "1856 retinanet/box-3-4/FusedBatchNormV3"; -"1768 retinanet/box-3/Sigmoid_4/ReadVariableOp" -> "1769 retinanet/box-3/Sigmoid_4"; -"1769 retinanet/box-3/Sigmoid_4" -> "1770 retinanet/box-3/Round_4"; -"1770 retinanet/box-3/Round_4" -> "1772 retinanet/box-3/mul_4"; -"1771 retinanet/box-3/ReadVariableOp_4" -> "1772 retinanet/box-3/mul_4"; -"1772 retinanet/box-3/mul_4" -> "1773 retinanet/box-3/Conv2D_4"; -"1773 retinanet/box-3/Conv2D_4" -> "1775 retinanet/box-3/BiasAdd_4"; -"1774 retinanet/box-3/BiasAdd_4/ReadVariableOp" -> "1775 retinanet/box-3/BiasAdd_4"; -"1775 retinanet/box-3/BiasAdd_4" -> "1865 retinanet/box-3-3/FusedBatchNormV3"; -"1776 retinanet/class-3-7/ReadVariableOp/resource" -> "1777 retinanet/class-3-7/ReadVariableOp"; -"1777 retinanet/class-3-7/ReadVariableOp" -> "1784 retinanet/class-3-7/FusedBatchNormV3"; -"1778 retinanet/class-3-7/ReadVariableOp_1/resource" -> "1779 retinanet/class-3-7/ReadVariableOp_1"; -"1779 retinanet/class-3-7/ReadVariableOp_1" -> "1784 retinanet/class-3-7/FusedBatchNormV3"; -"1780 retinanet/class-3-7/FusedBatchNormV3/ReadVariableOp/resource" -> "1781 retinanet/class-3-7/FusedBatchNormV3/ReadVariableOp"; -"1781 retinanet/class-3-7/FusedBatchNormV3/ReadVariableOp" -> "1784 retinanet/class-3-7/FusedBatchNormV3"; -"1782 retinanet/class-3-7/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1783 retinanet/class-3-7/FusedBatchNormV3/ReadVariableOp_1"; -"1783 retinanet/class-3-7/FusedBatchNormV3/ReadVariableOp_1" -> "1784 retinanet/class-3-7/FusedBatchNormV3"; -"1784 retinanet/class-3-7/FusedBatchNormV3" -> "1866 retinanet/tf.nn.relu_85/Relu"; -"1785 retinanet/class-3-6/ReadVariableOp/resource" -> "1786 retinanet/class-3-6/ReadVariableOp"; -"1786 retinanet/class-3-6/ReadVariableOp" -> "1793 retinanet/class-3-6/FusedBatchNormV3"; -"1787 retinanet/class-3-6/ReadVariableOp_1/resource" -> "1788 retinanet/class-3-6/ReadVariableOp_1"; -"1788 retinanet/class-3-6/ReadVariableOp_1" -> "1793 retinanet/class-3-6/FusedBatchNormV3"; -"1789 retinanet/class-3-6/FusedBatchNormV3/ReadVariableOp/resource" -> "1790 retinanet/class-3-6/FusedBatchNormV3/ReadVariableOp"; -"1790 retinanet/class-3-6/FusedBatchNormV3/ReadVariableOp" -> "1793 retinanet/class-3-6/FusedBatchNormV3"; -"1791 retinanet/class-3-6/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1792 retinanet/class-3-6/FusedBatchNormV3/ReadVariableOp_1"; -"1792 retinanet/class-3-6/FusedBatchNormV3/ReadVariableOp_1" -> "1793 retinanet/class-3-6/FusedBatchNormV3"; -"1793 retinanet/class-3-6/FusedBatchNormV3" -> "1867 retinanet/tf.nn.relu_77/Relu"; -"1794 retinanet/class-3-5/ReadVariableOp/resource" -> "1795 retinanet/class-3-5/ReadVariableOp"; -"1795 retinanet/class-3-5/ReadVariableOp" -> "1802 retinanet/class-3-5/FusedBatchNormV3"; -"1796 retinanet/class-3-5/ReadVariableOp_1/resource" -> "1797 retinanet/class-3-5/ReadVariableOp_1"; -"1797 retinanet/class-3-5/ReadVariableOp_1" -> "1802 retinanet/class-3-5/FusedBatchNormV3"; -"1798 retinanet/class-3-5/FusedBatchNormV3/ReadVariableOp/resource" -> "1799 retinanet/class-3-5/FusedBatchNormV3/ReadVariableOp"; -"1799 retinanet/class-3-5/FusedBatchNormV3/ReadVariableOp" -> "1802 retinanet/class-3-5/FusedBatchNormV3"; -"1800 retinanet/class-3-5/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1801 retinanet/class-3-5/FusedBatchNormV3/ReadVariableOp_1"; -"1801 retinanet/class-3-5/FusedBatchNormV3/ReadVariableOp_1" -> "1802 retinanet/class-3-5/FusedBatchNormV3"; -"1802 retinanet/class-3-5/FusedBatchNormV3" -> "1868 retinanet/tf.nn.relu_69/Relu"; -"1803 retinanet/class-3-4/ReadVariableOp/resource" -> "1804 retinanet/class-3-4/ReadVariableOp"; -"1804 retinanet/class-3-4/ReadVariableOp" -> "1811 retinanet/class-3-4/FusedBatchNormV3"; -"1805 retinanet/class-3-4/ReadVariableOp_1/resource" -> "1806 retinanet/class-3-4/ReadVariableOp_1"; -"1806 retinanet/class-3-4/ReadVariableOp_1" -> "1811 retinanet/class-3-4/FusedBatchNormV3"; -"1807 retinanet/class-3-4/FusedBatchNormV3/ReadVariableOp/resource" -> "1808 retinanet/class-3-4/FusedBatchNormV3/ReadVariableOp"; -"1808 retinanet/class-3-4/FusedBatchNormV3/ReadVariableOp" -> "1811 retinanet/class-3-4/FusedBatchNormV3"; -"1809 retinanet/class-3-4/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1810 retinanet/class-3-4/FusedBatchNormV3/ReadVariableOp_1"; -"1810 retinanet/class-3-4/FusedBatchNormV3/ReadVariableOp_1" -> "1811 retinanet/class-3-4/FusedBatchNormV3"; -"1811 retinanet/class-3-4/FusedBatchNormV3" -> "1869 retinanet/tf.nn.relu_61/Relu"; -"1812 retinanet/class-3-3/ReadVariableOp/resource" -> "1813 retinanet/class-3-3/ReadVariableOp"; -"1813 retinanet/class-3-3/ReadVariableOp" -> "1820 retinanet/class-3-3/FusedBatchNormV3"; -"1814 retinanet/class-3-3/ReadVariableOp_1/resource" -> "1815 retinanet/class-3-3/ReadVariableOp_1"; -"1815 retinanet/class-3-3/ReadVariableOp_1" -> "1820 retinanet/class-3-3/FusedBatchNormV3"; -"1816 retinanet/class-3-3/FusedBatchNormV3/ReadVariableOp/resource" -> "1817 retinanet/class-3-3/FusedBatchNormV3/ReadVariableOp"; -"1817 retinanet/class-3-3/FusedBatchNormV3/ReadVariableOp" -> "1820 retinanet/class-3-3/FusedBatchNormV3"; -"1818 retinanet/class-3-3/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1819 retinanet/class-3-3/FusedBatchNormV3/ReadVariableOp_1"; -"1819 retinanet/class-3-3/FusedBatchNormV3/ReadVariableOp_1" -> "1820 retinanet/class-3-3/FusedBatchNormV3"; -"1820 retinanet/class-3-3/FusedBatchNormV3" -> "1870 retinanet/tf.nn.relu_53/Relu"; -"1821 retinanet/box-3-7/ReadVariableOp/resource" -> "1822 retinanet/box-3-7/ReadVariableOp"; -"1822 retinanet/box-3-7/ReadVariableOp" -> "1829 retinanet/box-3-7/FusedBatchNormV3"; -"1823 retinanet/box-3-7/ReadVariableOp_1/resource" -> "1824 retinanet/box-3-7/ReadVariableOp_1"; -"1824 retinanet/box-3-7/ReadVariableOp_1" -> "1829 retinanet/box-3-7/FusedBatchNormV3"; -"1825 retinanet/box-3-7/FusedBatchNormV3/ReadVariableOp/resource" -> "1826 retinanet/box-3-7/FusedBatchNormV3/ReadVariableOp"; -"1826 retinanet/box-3-7/FusedBatchNormV3/ReadVariableOp" -> "1829 retinanet/box-3-7/FusedBatchNormV3"; -"1827 retinanet/box-3-7/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1828 retinanet/box-3-7/FusedBatchNormV3/ReadVariableOp_1"; -"1828 retinanet/box-3-7/FusedBatchNormV3/ReadVariableOp_1" -> "1829 retinanet/box-3-7/FusedBatchNormV3"; -"1829 retinanet/box-3-7/FusedBatchNormV3" -> "1871 retinanet/tf.nn.relu_89/Relu"; -"1830 retinanet/box-3-6/ReadVariableOp/resource" -> "1831 retinanet/box-3-6/ReadVariableOp"; -"1831 retinanet/box-3-6/ReadVariableOp" -> "1838 retinanet/box-3-6/FusedBatchNormV3"; -"1832 retinanet/box-3-6/ReadVariableOp_1/resource" -> "1833 retinanet/box-3-6/ReadVariableOp_1"; -"1833 retinanet/box-3-6/ReadVariableOp_1" -> "1838 retinanet/box-3-6/FusedBatchNormV3"; -"1834 retinanet/box-3-6/FusedBatchNormV3/ReadVariableOp/resource" -> "1835 retinanet/box-3-6/FusedBatchNormV3/ReadVariableOp"; -"1835 retinanet/box-3-6/FusedBatchNormV3/ReadVariableOp" -> "1838 retinanet/box-3-6/FusedBatchNormV3"; -"1836 retinanet/box-3-6/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1837 retinanet/box-3-6/FusedBatchNormV3/ReadVariableOp_1"; -"1837 retinanet/box-3-6/FusedBatchNormV3/ReadVariableOp_1" -> "1838 retinanet/box-3-6/FusedBatchNormV3"; -"1838 retinanet/box-3-6/FusedBatchNormV3" -> "1872 retinanet/tf.nn.relu_81/Relu"; -"1839 retinanet/box-3-5/ReadVariableOp/resource" -> "1840 retinanet/box-3-5/ReadVariableOp"; -"1840 retinanet/box-3-5/ReadVariableOp" -> "1847 retinanet/box-3-5/FusedBatchNormV3"; -"1841 retinanet/box-3-5/ReadVariableOp_1/resource" -> "1842 retinanet/box-3-5/ReadVariableOp_1"; -"1842 retinanet/box-3-5/ReadVariableOp_1" -> "1847 retinanet/box-3-5/FusedBatchNormV3"; -"1843 retinanet/box-3-5/FusedBatchNormV3/ReadVariableOp/resource" -> "1844 retinanet/box-3-5/FusedBatchNormV3/ReadVariableOp"; -"1844 retinanet/box-3-5/FusedBatchNormV3/ReadVariableOp" -> "1847 retinanet/box-3-5/FusedBatchNormV3"; -"1845 retinanet/box-3-5/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1846 retinanet/box-3-5/FusedBatchNormV3/ReadVariableOp_1"; -"1846 retinanet/box-3-5/FusedBatchNormV3/ReadVariableOp_1" -> "1847 retinanet/box-3-5/FusedBatchNormV3"; -"1847 retinanet/box-3-5/FusedBatchNormV3" -> "1873 retinanet/tf.nn.relu_73/Relu"; -"1848 retinanet/box-3-4/ReadVariableOp/resource" -> "1849 retinanet/box-3-4/ReadVariableOp"; -"1849 retinanet/box-3-4/ReadVariableOp" -> "1856 retinanet/box-3-4/FusedBatchNormV3"; -"1850 retinanet/box-3-4/ReadVariableOp_1/resource" -> "1851 retinanet/box-3-4/ReadVariableOp_1"; -"1851 retinanet/box-3-4/ReadVariableOp_1" -> "1856 retinanet/box-3-4/FusedBatchNormV3"; -"1852 retinanet/box-3-4/FusedBatchNormV3/ReadVariableOp/resource" -> "1853 retinanet/box-3-4/FusedBatchNormV3/ReadVariableOp"; -"1853 retinanet/box-3-4/FusedBatchNormV3/ReadVariableOp" -> "1856 retinanet/box-3-4/FusedBatchNormV3"; -"1854 retinanet/box-3-4/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1855 retinanet/box-3-4/FusedBatchNormV3/ReadVariableOp_1"; -"1855 retinanet/box-3-4/FusedBatchNormV3/ReadVariableOp_1" -> "1856 retinanet/box-3-4/FusedBatchNormV3"; -"1856 retinanet/box-3-4/FusedBatchNormV3" -> "1874 retinanet/tf.nn.relu_65/Relu"; -"1857 retinanet/box-3-3/ReadVariableOp/resource" -> "1858 retinanet/box-3-3/ReadVariableOp"; -"1858 retinanet/box-3-3/ReadVariableOp" -> "1865 retinanet/box-3-3/FusedBatchNormV3"; -"1859 retinanet/box-3-3/ReadVariableOp_1/resource" -> "1860 retinanet/box-3-3/ReadVariableOp_1"; -"1860 retinanet/box-3-3/ReadVariableOp_1" -> "1865 retinanet/box-3-3/FusedBatchNormV3"; -"1861 retinanet/box-3-3/FusedBatchNormV3/ReadVariableOp/resource" -> "1862 retinanet/box-3-3/FusedBatchNormV3/ReadVariableOp"; -"1862 retinanet/box-3-3/FusedBatchNormV3/ReadVariableOp" -> "1865 retinanet/box-3-3/FusedBatchNormV3"; -"1863 retinanet/box-3-3/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1864 retinanet/box-3-3/FusedBatchNormV3/ReadVariableOp_1"; -"1864 retinanet/box-3-3/FusedBatchNormV3/ReadVariableOp_1" -> "1865 retinanet/box-3-3/FusedBatchNormV3"; -"1865 retinanet/box-3-3/FusedBatchNormV3" -> "1875 retinanet/tf.nn.relu_57/Relu"; -"1866 retinanet/tf.nn.relu_85/Relu" -> "1883 retinanet/class-predict/Conv2D"; -"1867 retinanet/tf.nn.relu_77/Relu" -> "1892 retinanet/class-predict/Conv2D_1"; -"1868 retinanet/tf.nn.relu_69/Relu" -> "1900 retinanet/class-predict/Conv2D_2"; -"1869 retinanet/tf.nn.relu_61/Relu" -> "1908 retinanet/class-predict/Conv2D_3"; -"1870 retinanet/tf.nn.relu_53/Relu" -> "1916 retinanet/class-predict/Conv2D_4"; -"1871 retinanet/tf.nn.relu_89/Relu" -> "1926 retinanet/box-predict/Conv2D"; -"1872 retinanet/tf.nn.relu_81/Relu" -> "1935 retinanet/box-predict/Conv2D_1"; -"1873 retinanet/tf.nn.relu_73/Relu" -> "1943 retinanet/box-predict/Conv2D_2"; -"1874 retinanet/tf.nn.relu_65/Relu" -> "1951 retinanet/box-predict/Conv2D_3"; -"1875 retinanet/tf.nn.relu_57/Relu" -> "1959 retinanet/box-predict/Conv2D_4"; -"1876 retinanet/class-predict/Sigmoid/ReadVariableOp/resource" -> "1877 retinanet/class-predict/Sigmoid/ReadVariableOp"; -"1876 retinanet/class-predict/Sigmoid/ReadVariableOp/resource" -> "1887 retinanet/class-predict/Sigmoid_1/ReadVariableOp"; -"1876 retinanet/class-predict/Sigmoid/ReadVariableOp/resource" -> "1895 retinanet/class-predict/Sigmoid_2/ReadVariableOp"; -"1876 retinanet/class-predict/Sigmoid/ReadVariableOp/resource" -> "1903 retinanet/class-predict/Sigmoid_3/ReadVariableOp"; -"1876 retinanet/class-predict/Sigmoid/ReadVariableOp/resource" -> "1911 retinanet/class-predict/Sigmoid_4/ReadVariableOp"; -"1877 retinanet/class-predict/Sigmoid/ReadVariableOp" -> "1878 retinanet/class-predict/Sigmoid"; -"1878 retinanet/class-predict/Sigmoid" -> "1879 retinanet/class-predict/Round"; -"1879 retinanet/class-predict/Round" -> "1882 retinanet/class-predict/mul"; -"1880 retinanet/class-predict/ReadVariableOp/resource" -> "1881 retinanet/class-predict/ReadVariableOp"; -"1880 retinanet/class-predict/ReadVariableOp/resource" -> "1890 retinanet/class-predict/ReadVariableOp_1"; -"1880 retinanet/class-predict/ReadVariableOp/resource" -> "1898 retinanet/class-predict/ReadVariableOp_2"; -"1880 retinanet/class-predict/ReadVariableOp/resource" -> "1906 retinanet/class-predict/ReadVariableOp_3"; -"1880 retinanet/class-predict/ReadVariableOp/resource" -> "1914 retinanet/class-predict/ReadVariableOp_4"; -"1881 retinanet/class-predict/ReadVariableOp" -> "1882 retinanet/class-predict/mul"; -"1882 retinanet/class-predict/mul" -> "1883 retinanet/class-predict/Conv2D"; -"1883 retinanet/class-predict/Conv2D" -> "1886 retinanet/class-predict/BiasAdd"; -"1884 retinanet/class-predict/BiasAdd/ReadVariableOp/resource" -> "1885 retinanet/class-predict/BiasAdd/ReadVariableOp"; -"1884 retinanet/class-predict/BiasAdd/ReadVariableOp/resource" -> "1893 retinanet/class-predict/BiasAdd_1/ReadVariableOp"; -"1884 retinanet/class-predict/BiasAdd/ReadVariableOp/resource" -> "1901 retinanet/class-predict/BiasAdd_2/ReadVariableOp"; -"1884 retinanet/class-predict/BiasAdd/ReadVariableOp/resource" -> "1909 retinanet/class-predict/BiasAdd_3/ReadVariableOp"; -"1884 retinanet/class-predict/BiasAdd/ReadVariableOp/resource" -> "1917 retinanet/class-predict/BiasAdd_4/ReadVariableOp"; -"1885 retinanet/class-predict/BiasAdd/ReadVariableOp" -> "1886 retinanet/class-predict/BiasAdd"; -"1886 retinanet/class-predict/BiasAdd" -> "1971 Identity_9"; -"1887 retinanet/class-predict/Sigmoid_1/ReadVariableOp" -> "1888 retinanet/class-predict/Sigmoid_1"; -"1888 retinanet/class-predict/Sigmoid_1" -> "1889 retinanet/class-predict/Round_1"; -"1889 retinanet/class-predict/Round_1" -> "1891 retinanet/class-predict/mul_1"; -"1890 retinanet/class-predict/ReadVariableOp_1" -> "1891 retinanet/class-predict/mul_1"; -"1891 retinanet/class-predict/mul_1" -> "1892 retinanet/class-predict/Conv2D_1"; -"1892 retinanet/class-predict/Conv2D_1" -> "1894 retinanet/class-predict/BiasAdd_1"; -"1893 retinanet/class-predict/BiasAdd_1/ReadVariableOp" -> "1894 retinanet/class-predict/BiasAdd_1"; -"1894 retinanet/class-predict/BiasAdd_1" -> "1970 Identity_8"; -"1895 retinanet/class-predict/Sigmoid_2/ReadVariableOp" -> "1896 retinanet/class-predict/Sigmoid_2"; -"1896 retinanet/class-predict/Sigmoid_2" -> "1897 retinanet/class-predict/Round_2"; -"1897 retinanet/class-predict/Round_2" -> "1899 retinanet/class-predict/mul_2"; -"1898 retinanet/class-predict/ReadVariableOp_2" -> "1899 retinanet/class-predict/mul_2"; -"1899 retinanet/class-predict/mul_2" -> "1900 retinanet/class-predict/Conv2D_2"; -"1900 retinanet/class-predict/Conv2D_2" -> "1902 retinanet/class-predict/BiasAdd_2"; -"1901 retinanet/class-predict/BiasAdd_2/ReadVariableOp" -> "1902 retinanet/class-predict/BiasAdd_2"; -"1902 retinanet/class-predict/BiasAdd_2" -> "1969 Identity_7"; -"1903 retinanet/class-predict/Sigmoid_3/ReadVariableOp" -> "1904 retinanet/class-predict/Sigmoid_3"; -"1904 retinanet/class-predict/Sigmoid_3" -> "1905 retinanet/class-predict/Round_3"; -"1905 retinanet/class-predict/Round_3" -> "1907 retinanet/class-predict/mul_3"; -"1906 retinanet/class-predict/ReadVariableOp_3" -> "1907 retinanet/class-predict/mul_3"; -"1907 retinanet/class-predict/mul_3" -> "1908 retinanet/class-predict/Conv2D_3"; -"1908 retinanet/class-predict/Conv2D_3" -> "1910 retinanet/class-predict/BiasAdd_3"; -"1909 retinanet/class-predict/BiasAdd_3/ReadVariableOp" -> "1910 retinanet/class-predict/BiasAdd_3"; -"1910 retinanet/class-predict/BiasAdd_3" -> "1968 Identity_6"; -"1911 retinanet/class-predict/Sigmoid_4/ReadVariableOp" -> "1912 retinanet/class-predict/Sigmoid_4"; -"1912 retinanet/class-predict/Sigmoid_4" -> "1913 retinanet/class-predict/Round_4"; -"1913 retinanet/class-predict/Round_4" -> "1915 retinanet/class-predict/mul_4"; -"1914 retinanet/class-predict/ReadVariableOp_4" -> "1915 retinanet/class-predict/mul_4"; -"1915 retinanet/class-predict/mul_4" -> "1916 retinanet/class-predict/Conv2D_4"; -"1916 retinanet/class-predict/Conv2D_4" -> "1918 retinanet/class-predict/BiasAdd_4"; -"1917 retinanet/class-predict/BiasAdd_4/ReadVariableOp" -> "1918 retinanet/class-predict/BiasAdd_4"; -"1918 retinanet/class-predict/BiasAdd_4" -> "1967 Identity_5"; -"1919 retinanet/box-predict/Sigmoid/ReadVariableOp/resource" -> "1920 retinanet/box-predict/Sigmoid/ReadVariableOp"; -"1919 retinanet/box-predict/Sigmoid/ReadVariableOp/resource" -> "1930 retinanet/box-predict/Sigmoid_1/ReadVariableOp"; -"1919 retinanet/box-predict/Sigmoid/ReadVariableOp/resource" -> "1938 retinanet/box-predict/Sigmoid_2/ReadVariableOp"; -"1919 retinanet/box-predict/Sigmoid/ReadVariableOp/resource" -> "1946 retinanet/box-predict/Sigmoid_3/ReadVariableOp"; -"1919 retinanet/box-predict/Sigmoid/ReadVariableOp/resource" -> "1954 retinanet/box-predict/Sigmoid_4/ReadVariableOp"; -"1920 retinanet/box-predict/Sigmoid/ReadVariableOp" -> "1921 retinanet/box-predict/Sigmoid"; -"1921 retinanet/box-predict/Sigmoid" -> "1922 retinanet/box-predict/Round"; -"1922 retinanet/box-predict/Round" -> "1925 retinanet/box-predict/mul"; -"1923 retinanet/box-predict/ReadVariableOp/resource" -> "1924 retinanet/box-predict/ReadVariableOp"; -"1923 retinanet/box-predict/ReadVariableOp/resource" -> "1933 retinanet/box-predict/ReadVariableOp_1"; -"1923 retinanet/box-predict/ReadVariableOp/resource" -> "1941 retinanet/box-predict/ReadVariableOp_2"; -"1923 retinanet/box-predict/ReadVariableOp/resource" -> "1949 retinanet/box-predict/ReadVariableOp_3"; -"1923 retinanet/box-predict/ReadVariableOp/resource" -> "1957 retinanet/box-predict/ReadVariableOp_4"; -"1924 retinanet/box-predict/ReadVariableOp" -> "1925 retinanet/box-predict/mul"; -"1925 retinanet/box-predict/mul" -> "1926 retinanet/box-predict/Conv2D"; -"1926 retinanet/box-predict/Conv2D" -> "1929 retinanet/box-predict/BiasAdd"; -"1927 retinanet/box-predict/BiasAdd/ReadVariableOp/resource" -> "1928 retinanet/box-predict/BiasAdd/ReadVariableOp"; -"1927 retinanet/box-predict/BiasAdd/ReadVariableOp/resource" -> "1936 retinanet/box-predict/BiasAdd_1/ReadVariableOp"; -"1927 retinanet/box-predict/BiasAdd/ReadVariableOp/resource" -> "1944 retinanet/box-predict/BiasAdd_2/ReadVariableOp"; -"1927 retinanet/box-predict/BiasAdd/ReadVariableOp/resource" -> "1952 retinanet/box-predict/BiasAdd_3/ReadVariableOp"; -"1927 retinanet/box-predict/BiasAdd/ReadVariableOp/resource" -> "1960 retinanet/box-predict/BiasAdd_4/ReadVariableOp"; -"1928 retinanet/box-predict/BiasAdd/ReadVariableOp" -> "1929 retinanet/box-predict/BiasAdd"; -"1929 retinanet/box-predict/BiasAdd" -> "1966 Identity_4"; -"1930 retinanet/box-predict/Sigmoid_1/ReadVariableOp" -> "1931 retinanet/box-predict/Sigmoid_1"; -"1931 retinanet/box-predict/Sigmoid_1" -> "1932 retinanet/box-predict/Round_1"; -"1932 retinanet/box-predict/Round_1" -> "1934 retinanet/box-predict/mul_1"; -"1933 retinanet/box-predict/ReadVariableOp_1" -> "1934 retinanet/box-predict/mul_1"; -"1934 retinanet/box-predict/mul_1" -> "1935 retinanet/box-predict/Conv2D_1"; -"1935 retinanet/box-predict/Conv2D_1" -> "1937 retinanet/box-predict/BiasAdd_1"; -"1936 retinanet/box-predict/BiasAdd_1/ReadVariableOp" -> "1937 retinanet/box-predict/BiasAdd_1"; -"1937 retinanet/box-predict/BiasAdd_1" -> "1965 Identity_3"; -"1938 retinanet/box-predict/Sigmoid_2/ReadVariableOp" -> "1939 retinanet/box-predict/Sigmoid_2"; -"1939 retinanet/box-predict/Sigmoid_2" -> "1940 retinanet/box-predict/Round_2"; -"1940 retinanet/box-predict/Round_2" -> "1942 retinanet/box-predict/mul_2"; -"1941 retinanet/box-predict/ReadVariableOp_2" -> "1942 retinanet/box-predict/mul_2"; -"1942 retinanet/box-predict/mul_2" -> "1943 retinanet/box-predict/Conv2D_2"; -"1943 retinanet/box-predict/Conv2D_2" -> "1945 retinanet/box-predict/BiasAdd_2"; -"1944 retinanet/box-predict/BiasAdd_2/ReadVariableOp" -> "1945 retinanet/box-predict/BiasAdd_2"; -"1945 retinanet/box-predict/BiasAdd_2" -> "1964 Identity_2"; -"1946 retinanet/box-predict/Sigmoid_3/ReadVariableOp" -> "1947 retinanet/box-predict/Sigmoid_3"; -"1947 retinanet/box-predict/Sigmoid_3" -> "1948 retinanet/box-predict/Round_3"; -"1948 retinanet/box-predict/Round_3" -> "1950 retinanet/box-predict/mul_3"; -"1949 retinanet/box-predict/ReadVariableOp_3" -> "1950 retinanet/box-predict/mul_3"; -"1950 retinanet/box-predict/mul_3" -> "1951 retinanet/box-predict/Conv2D_3"; -"1951 retinanet/box-predict/Conv2D_3" -> "1953 retinanet/box-predict/BiasAdd_3"; -"1952 retinanet/box-predict/BiasAdd_3/ReadVariableOp" -> "1953 retinanet/box-predict/BiasAdd_3"; -"1953 retinanet/box-predict/BiasAdd_3" -> "1963 Identity_1"; -"1954 retinanet/box-predict/Sigmoid_4/ReadVariableOp" -> "1955 retinanet/box-predict/Sigmoid_4"; -"1955 retinanet/box-predict/Sigmoid_4" -> "1956 retinanet/box-predict/Round_4"; -"1956 retinanet/box-predict/Round_4" -> "1958 retinanet/box-predict/mul_4"; -"1957 retinanet/box-predict/ReadVariableOp_4" -> "1958 retinanet/box-predict/mul_4"; -"1958 retinanet/box-predict/mul_4" -> "1959 retinanet/box-predict/Conv2D_4"; -"1959 retinanet/box-predict/Conv2D_4" -> "1961 retinanet/box-predict/BiasAdd_4"; -"1960 retinanet/box-predict/BiasAdd_4/ReadVariableOp" -> "1961 retinanet/box-predict/BiasAdd_4"; -"1961 retinanet/box-predict/BiasAdd_4" -> "1962 Identity"; -} diff --git a/tests/tensorflow/data/reference_graphs/2.8/sparsity/rb_sparsity/sequential_model.dot b/tests/tensorflow/data/reference_graphs/2.8/sparsity/rb_sparsity/sequential_model.dot deleted file mode 100644 index 71a60e2d243..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.8/sparsity/rb_sparsity/sequential_model.dot +++ /dev/null @@ -1,77 +0,0 @@ -strict digraph { -"0 args_0" [id=0, op=Placeholder]; -"1 sequential/conv2d/Sigmoid/ReadVariableOp/resource" [id=1, op=Placeholder]; -"2 sequential/conv2d/Sigmoid/ReadVariableOp" [id=2, op=ReadVariableOp]; -"3 sequential/conv2d/Sigmoid" [id=3, op=Sigmoid]; -"4 sequential/conv2d/Round" [id=4, op=Round]; -"5 sequential/conv2d/ReadVariableOp/resource" [id=5, op=Placeholder]; -"6 sequential/conv2d/ReadVariableOp" [id=6, op=ReadVariableOp]; -"7 sequential/conv2d/mul" [id=7, op=Mul]; -"8 sequential/conv2d/Conv2D" [id=8, op=Conv2D]; -"9 sequential/conv2d/BiasAdd/ReadVariableOp/resource" [id=9, op=Placeholder]; -"10 sequential/conv2d/BiasAdd/ReadVariableOp" [id=10, op=ReadVariableOp]; -"11 sequential/conv2d/BiasAdd" [id=11, op=BiasAdd]; -"12 sequential/max_pooling2d/MaxPool" [id=12, op=MaxPool]; -"13 sequential/flatten/Const" [id=13, op=Const]; -"14 sequential/flatten/Reshape" [id=14, op=Reshape]; -"15 sequential/dense/Sigmoid/ReadVariableOp/resource" [id=15, op=Placeholder]; -"16 sequential/dense/Sigmoid/ReadVariableOp" [id=16, op=ReadVariableOp]; -"17 sequential/dense/Sigmoid" [id=17, op=Sigmoid]; -"18 sequential/dense/Round" [id=18, op=Round]; -"19 sequential/dense/ReadVariableOp/resource" [id=19, op=Placeholder]; -"20 sequential/dense/ReadVariableOp" [id=20, op=ReadVariableOp]; -"21 sequential/dense/mul" [id=21, op=Mul]; -"22 sequential/dense/MatMul" [id=22, op=MatMul]; -"23 sequential/dense/BiasAdd/ReadVariableOp/resource" [id=23, op=Placeholder]; -"24 sequential/dense/BiasAdd/ReadVariableOp" [id=24, op=ReadVariableOp]; -"25 sequential/dense/BiasAdd" [id=25, op=BiasAdd]; -"26 sequential/dense_1/Sigmoid/ReadVariableOp/resource" [id=26, op=Placeholder]; -"27 sequential/dense_1/Sigmoid/ReadVariableOp" [id=27, op=ReadVariableOp]; -"28 sequential/dense_1/Sigmoid" [id=28, op=Sigmoid]; -"29 sequential/dense_1/Round" [id=29, op=Round]; -"30 sequential/dense_1/ReadVariableOp/resource" [id=30, op=Placeholder]; -"31 sequential/dense_1/ReadVariableOp" [id=31, op=ReadVariableOp]; -"32 sequential/dense_1/mul" [id=32, op=Mul]; -"33 sequential/dense_1/MatMul" [id=33, op=MatMul]; -"34 sequential/dense_1/BiasAdd/ReadVariableOp/resource" [id=34, op=Placeholder]; -"35 sequential/dense_1/BiasAdd/ReadVariableOp" [id=35, op=ReadVariableOp]; -"36 sequential/dense_1/BiasAdd" [id=36, op=BiasAdd]; -"37 Identity" [id=37, op=Identity]; -"0 args_0" -> "8 sequential/conv2d/Conv2D"; -"1 sequential/conv2d/Sigmoid/ReadVariableOp/resource" -> "2 sequential/conv2d/Sigmoid/ReadVariableOp"; -"2 sequential/conv2d/Sigmoid/ReadVariableOp" -> "3 sequential/conv2d/Sigmoid"; -"3 sequential/conv2d/Sigmoid" -> "4 sequential/conv2d/Round"; -"4 sequential/conv2d/Round" -> "7 sequential/conv2d/mul"; -"5 sequential/conv2d/ReadVariableOp/resource" -> "6 sequential/conv2d/ReadVariableOp"; -"6 sequential/conv2d/ReadVariableOp" -> "7 sequential/conv2d/mul"; -"7 sequential/conv2d/mul" -> "8 sequential/conv2d/Conv2D"; -"8 sequential/conv2d/Conv2D" -> "11 sequential/conv2d/BiasAdd"; -"9 sequential/conv2d/BiasAdd/ReadVariableOp/resource" -> "10 sequential/conv2d/BiasAdd/ReadVariableOp"; -"10 sequential/conv2d/BiasAdd/ReadVariableOp" -> "11 sequential/conv2d/BiasAdd"; -"11 sequential/conv2d/BiasAdd" -> "12 sequential/max_pooling2d/MaxPool"; -"12 sequential/max_pooling2d/MaxPool" -> "14 sequential/flatten/Reshape"; -"13 sequential/flatten/Const" -> "14 sequential/flatten/Reshape"; -"14 sequential/flatten/Reshape" -> "22 sequential/dense/MatMul"; -"15 sequential/dense/Sigmoid/ReadVariableOp/resource" -> "16 sequential/dense/Sigmoid/ReadVariableOp"; -"16 sequential/dense/Sigmoid/ReadVariableOp" -> "17 sequential/dense/Sigmoid"; -"17 sequential/dense/Sigmoid" -> "18 sequential/dense/Round"; -"18 sequential/dense/Round" -> "21 sequential/dense/mul"; -"19 sequential/dense/ReadVariableOp/resource" -> "20 sequential/dense/ReadVariableOp"; -"20 sequential/dense/ReadVariableOp" -> "21 sequential/dense/mul"; -"21 sequential/dense/mul" -> "22 sequential/dense/MatMul"; -"22 sequential/dense/MatMul" -> "25 sequential/dense/BiasAdd"; -"23 sequential/dense/BiasAdd/ReadVariableOp/resource" -> "24 sequential/dense/BiasAdd/ReadVariableOp"; -"24 sequential/dense/BiasAdd/ReadVariableOp" -> "25 sequential/dense/BiasAdd"; -"25 sequential/dense/BiasAdd" -> "33 sequential/dense_1/MatMul"; -"26 sequential/dense_1/Sigmoid/ReadVariableOp/resource" -> "27 sequential/dense_1/Sigmoid/ReadVariableOp"; -"27 sequential/dense_1/Sigmoid/ReadVariableOp" -> "28 sequential/dense_1/Sigmoid"; -"28 sequential/dense_1/Sigmoid" -> "29 sequential/dense_1/Round"; -"29 sequential/dense_1/Round" -> "32 sequential/dense_1/mul"; -"30 sequential/dense_1/ReadVariableOp/resource" -> "31 sequential/dense_1/ReadVariableOp"; -"31 sequential/dense_1/ReadVariableOp" -> "32 sequential/dense_1/mul"; -"32 sequential/dense_1/mul" -> "33 sequential/dense_1/MatMul"; -"33 sequential/dense_1/MatMul" -> "36 sequential/dense_1/BiasAdd"; -"34 sequential/dense_1/BiasAdd/ReadVariableOp/resource" -> "35 sequential/dense_1/BiasAdd/ReadVariableOp"; -"35 sequential/dense_1/BiasAdd/ReadVariableOp" -> "36 sequential/dense_1/BiasAdd"; -"36 sequential/dense_1/BiasAdd" -> "37 Identity"; -} diff --git a/tests/tensorflow/data/reference_graphs/2.8/sparsity/rb_sparsity/sequential_no_input_model.dot b/tests/tensorflow/data/reference_graphs/2.8/sparsity/rb_sparsity/sequential_no_input_model.dot deleted file mode 100644 index 71a60e2d243..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.8/sparsity/rb_sparsity/sequential_no_input_model.dot +++ /dev/null @@ -1,77 +0,0 @@ -strict digraph { -"0 args_0" [id=0, op=Placeholder]; -"1 sequential/conv2d/Sigmoid/ReadVariableOp/resource" [id=1, op=Placeholder]; -"2 sequential/conv2d/Sigmoid/ReadVariableOp" [id=2, op=ReadVariableOp]; -"3 sequential/conv2d/Sigmoid" [id=3, op=Sigmoid]; -"4 sequential/conv2d/Round" [id=4, op=Round]; -"5 sequential/conv2d/ReadVariableOp/resource" [id=5, op=Placeholder]; -"6 sequential/conv2d/ReadVariableOp" [id=6, op=ReadVariableOp]; -"7 sequential/conv2d/mul" [id=7, op=Mul]; -"8 sequential/conv2d/Conv2D" [id=8, op=Conv2D]; -"9 sequential/conv2d/BiasAdd/ReadVariableOp/resource" [id=9, op=Placeholder]; -"10 sequential/conv2d/BiasAdd/ReadVariableOp" [id=10, op=ReadVariableOp]; -"11 sequential/conv2d/BiasAdd" [id=11, op=BiasAdd]; -"12 sequential/max_pooling2d/MaxPool" [id=12, op=MaxPool]; -"13 sequential/flatten/Const" [id=13, op=Const]; -"14 sequential/flatten/Reshape" [id=14, op=Reshape]; -"15 sequential/dense/Sigmoid/ReadVariableOp/resource" [id=15, op=Placeholder]; -"16 sequential/dense/Sigmoid/ReadVariableOp" [id=16, op=ReadVariableOp]; -"17 sequential/dense/Sigmoid" [id=17, op=Sigmoid]; -"18 sequential/dense/Round" [id=18, op=Round]; -"19 sequential/dense/ReadVariableOp/resource" [id=19, op=Placeholder]; -"20 sequential/dense/ReadVariableOp" [id=20, op=ReadVariableOp]; -"21 sequential/dense/mul" [id=21, op=Mul]; -"22 sequential/dense/MatMul" [id=22, op=MatMul]; -"23 sequential/dense/BiasAdd/ReadVariableOp/resource" [id=23, op=Placeholder]; -"24 sequential/dense/BiasAdd/ReadVariableOp" [id=24, op=ReadVariableOp]; -"25 sequential/dense/BiasAdd" [id=25, op=BiasAdd]; -"26 sequential/dense_1/Sigmoid/ReadVariableOp/resource" [id=26, op=Placeholder]; -"27 sequential/dense_1/Sigmoid/ReadVariableOp" [id=27, op=ReadVariableOp]; -"28 sequential/dense_1/Sigmoid" [id=28, op=Sigmoid]; -"29 sequential/dense_1/Round" [id=29, op=Round]; -"30 sequential/dense_1/ReadVariableOp/resource" [id=30, op=Placeholder]; -"31 sequential/dense_1/ReadVariableOp" [id=31, op=ReadVariableOp]; -"32 sequential/dense_1/mul" [id=32, op=Mul]; -"33 sequential/dense_1/MatMul" [id=33, op=MatMul]; -"34 sequential/dense_1/BiasAdd/ReadVariableOp/resource" [id=34, op=Placeholder]; -"35 sequential/dense_1/BiasAdd/ReadVariableOp" [id=35, op=ReadVariableOp]; -"36 sequential/dense_1/BiasAdd" [id=36, op=BiasAdd]; -"37 Identity" [id=37, op=Identity]; -"0 args_0" -> "8 sequential/conv2d/Conv2D"; -"1 sequential/conv2d/Sigmoid/ReadVariableOp/resource" -> "2 sequential/conv2d/Sigmoid/ReadVariableOp"; -"2 sequential/conv2d/Sigmoid/ReadVariableOp" -> "3 sequential/conv2d/Sigmoid"; -"3 sequential/conv2d/Sigmoid" -> "4 sequential/conv2d/Round"; -"4 sequential/conv2d/Round" -> "7 sequential/conv2d/mul"; -"5 sequential/conv2d/ReadVariableOp/resource" -> "6 sequential/conv2d/ReadVariableOp"; -"6 sequential/conv2d/ReadVariableOp" -> "7 sequential/conv2d/mul"; -"7 sequential/conv2d/mul" -> "8 sequential/conv2d/Conv2D"; -"8 sequential/conv2d/Conv2D" -> "11 sequential/conv2d/BiasAdd"; -"9 sequential/conv2d/BiasAdd/ReadVariableOp/resource" -> "10 sequential/conv2d/BiasAdd/ReadVariableOp"; -"10 sequential/conv2d/BiasAdd/ReadVariableOp" -> "11 sequential/conv2d/BiasAdd"; -"11 sequential/conv2d/BiasAdd" -> "12 sequential/max_pooling2d/MaxPool"; -"12 sequential/max_pooling2d/MaxPool" -> "14 sequential/flatten/Reshape"; -"13 sequential/flatten/Const" -> "14 sequential/flatten/Reshape"; -"14 sequential/flatten/Reshape" -> "22 sequential/dense/MatMul"; -"15 sequential/dense/Sigmoid/ReadVariableOp/resource" -> "16 sequential/dense/Sigmoid/ReadVariableOp"; -"16 sequential/dense/Sigmoid/ReadVariableOp" -> "17 sequential/dense/Sigmoid"; -"17 sequential/dense/Sigmoid" -> "18 sequential/dense/Round"; -"18 sequential/dense/Round" -> "21 sequential/dense/mul"; -"19 sequential/dense/ReadVariableOp/resource" -> "20 sequential/dense/ReadVariableOp"; -"20 sequential/dense/ReadVariableOp" -> "21 sequential/dense/mul"; -"21 sequential/dense/mul" -> "22 sequential/dense/MatMul"; -"22 sequential/dense/MatMul" -> "25 sequential/dense/BiasAdd"; -"23 sequential/dense/BiasAdd/ReadVariableOp/resource" -> "24 sequential/dense/BiasAdd/ReadVariableOp"; -"24 sequential/dense/BiasAdd/ReadVariableOp" -> "25 sequential/dense/BiasAdd"; -"25 sequential/dense/BiasAdd" -> "33 sequential/dense_1/MatMul"; -"26 sequential/dense_1/Sigmoid/ReadVariableOp/resource" -> "27 sequential/dense_1/Sigmoid/ReadVariableOp"; -"27 sequential/dense_1/Sigmoid/ReadVariableOp" -> "28 sequential/dense_1/Sigmoid"; -"28 sequential/dense_1/Sigmoid" -> "29 sequential/dense_1/Round"; -"29 sequential/dense_1/Round" -> "32 sequential/dense_1/mul"; -"30 sequential/dense_1/ReadVariableOp/resource" -> "31 sequential/dense_1/ReadVariableOp"; -"31 sequential/dense_1/ReadVariableOp" -> "32 sequential/dense_1/mul"; -"32 sequential/dense_1/mul" -> "33 sequential/dense_1/MatMul"; -"33 sequential/dense_1/MatMul" -> "36 sequential/dense_1/BiasAdd"; -"34 sequential/dense_1/BiasAdd/ReadVariableOp/resource" -> "35 sequential/dense_1/BiasAdd/ReadVariableOp"; -"35 sequential/dense_1/BiasAdd/ReadVariableOp" -> "36 sequential/dense_1/BiasAdd"; -"36 sequential/dense_1/BiasAdd" -> "37 Identity"; -} diff --git a/tests/tensorflow/data/reference_graphs/2.8/sparsity/rb_sparsity/shared_layers_model.dot b/tests/tensorflow/data/reference_graphs/2.8/sparsity/rb_sparsity/shared_layers_model.dot deleted file mode 100644 index 89df63997a1..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.8/sparsity/rb_sparsity/shared_layers_model.dot +++ /dev/null @@ -1,159 +0,0 @@ -strict digraph { -"0 args_0" [id=0, op=Placeholder]; -"1 model/c0/Sigmoid/ReadVariableOp/resource" [id=1, op=Placeholder]; -"2 model/c0/Sigmoid/ReadVariableOp" [id=2, op=ReadVariableOp]; -"3 model/c0/Sigmoid" [id=3, op=Sigmoid]; -"4 model/c0/Round" [id=4, op=Round]; -"5 model/c0/ReadVariableOp/resource" [id=5, op=Placeholder]; -"6 model/c0/ReadVariableOp" [id=6, op=ReadVariableOp]; -"7 model/c0/mul" [id=7, op=Mul]; -"8 model/c0/Conv2D" [id=8, op=Conv2D]; -"9 model/c0/BiasAdd/ReadVariableOp/resource" [id=9, op=Placeholder]; -"10 model/c0/BiasAdd/ReadVariableOp" [id=10, op=ReadVariableOp]; -"11 model/c0/BiasAdd" [id=11, op=BiasAdd]; -"12 model/tf.split/split/split_dim" [id=12, op=Const]; -"13 model/tf.split/split" [id=13, op=Split]; -"14 model/c2/Sigmoid/ReadVariableOp/resource" [id=14, op=Placeholder]; -"15 model/c2/Sigmoid/ReadVariableOp" [id=15, op=ReadVariableOp]; -"16 model/c2/Sigmoid" [id=16, op=Sigmoid]; -"17 model/c2/Round" [id=17, op=Round]; -"18 model/c2/ReadVariableOp/resource" [id=18, op=Placeholder]; -"19 model/c2/ReadVariableOp" [id=19, op=ReadVariableOp]; -"20 model/c2/mul" [id=20, op=Mul]; -"21 model/c2/Conv2D" [id=21, op=Conv2D]; -"22 model/c2/BiasAdd/ReadVariableOp/resource" [id=22, op=Placeholder]; -"23 model/c2/BiasAdd/ReadVariableOp" [id=23, op=ReadVariableOp]; -"24 model/c2/BiasAdd" [id=24, op=BiasAdd]; -"25 model/c1/Sigmoid/ReadVariableOp/resource" [id=25, op=Placeholder]; -"26 model/c1/Sigmoid/ReadVariableOp" [id=26, op=ReadVariableOp]; -"27 model/c1/Sigmoid" [id=27, op=Sigmoid]; -"28 model/c1/Round" [id=28, op=Round]; -"29 model/c1/ReadVariableOp/resource" [id=29, op=Placeholder]; -"30 model/c1/ReadVariableOp" [id=30, op=ReadVariableOp]; -"31 model/c1/mul" [id=31, op=Mul]; -"32 model/c1/Conv2D" [id=32, op=Conv2D]; -"33 model/c1/BiasAdd/ReadVariableOp/resource" [id=33, op=Placeholder]; -"34 model/c1/BiasAdd/ReadVariableOp" [id=34, op=ReadVariableOp]; -"35 model/c1/BiasAdd" [id=35, op=BiasAdd]; -"36 model/c3/Sigmoid/ReadVariableOp/resource" [id=36, op=Placeholder]; -"37 model/c3/Sigmoid/ReadVariableOp" [id=37, op=ReadVariableOp]; -"38 model/c3/Sigmoid" [id=38, op=Sigmoid]; -"39 model/c3/Round" [id=39, op=Round]; -"40 model/c3/ReadVariableOp/resource" [id=40, op=Placeholder]; -"41 model/c3/ReadVariableOp" [id=41, op=ReadVariableOp]; -"42 model/c3/mul" [id=42, op=Mul]; -"43 model/c3/Conv2D" [id=43, op=Conv2D]; -"44 model/c3/BiasAdd/ReadVariableOp/resource" [id=44, op=Placeholder]; -"45 model/c3/BiasAdd/ReadVariableOp" [id=45, op=ReadVariableOp]; -"46 model/c3/BiasAdd" [id=46, op=BiasAdd]; -"47 model/c3/Sigmoid_1/ReadVariableOp" [id=47, op=ReadVariableOp]; -"48 model/c3/Sigmoid_1" [id=48, op=Sigmoid]; -"49 model/c3/Round_1" [id=49, op=Round]; -"50 model/c3/ReadVariableOp_1" [id=50, op=ReadVariableOp]; -"51 model/c3/mul_1" [id=51, op=Mul]; -"52 model/c3/Conv2D_1" [id=52, op=Conv2D]; -"53 model/c3/BiasAdd_1/ReadVariableOp" [id=53, op=ReadVariableOp]; -"54 model/c3/BiasAdd_1" [id=54, op=BiasAdd]; -"55 model/c4/Sigmoid/ReadVariableOp/resource" [id=55, op=Placeholder]; -"56 model/c4/Sigmoid/ReadVariableOp" [id=56, op=ReadVariableOp]; -"57 model/c4/Sigmoid" [id=57, op=Sigmoid]; -"58 model/c4/Round" [id=58, op=Round]; -"59 model/c4/ReadVariableOp/resource" [id=59, op=Placeholder]; -"60 model/c4/ReadVariableOp" [id=60, op=ReadVariableOp]; -"61 model/c4/mul" [id=61, op=Mul]; -"62 model/c4/Conv2D" [id=62, op=Conv2D]; -"63 model/c4/BiasAdd/ReadVariableOp/resource" [id=63, op=Placeholder]; -"64 model/c4/BiasAdd/ReadVariableOp" [id=64, op=ReadVariableOp]; -"65 model/c4/BiasAdd" [id=65, op=BiasAdd]; -"66 model/c4/Sigmoid_1/ReadVariableOp" [id=66, op=ReadVariableOp]; -"67 model/c4/Sigmoid_1" [id=67, op=Sigmoid]; -"68 model/c4/Round_1" [id=68, op=Round]; -"69 model/c4/ReadVariableOp_1" [id=69, op=ReadVariableOp]; -"70 model/c4/mul_1" [id=70, op=Mul]; -"71 model/c4/Conv2D_1" [id=71, op=Conv2D]; -"72 model/c4/BiasAdd_1/ReadVariableOp" [id=72, op=ReadVariableOp]; -"73 model/c4/BiasAdd_1" [id=73, op=BiasAdd]; -"74 Identity" [id=74, op=Identity]; -"75 Identity_1" [id=75, op=Identity]; -"0 args_0" -> "8 model/c0/Conv2D"; -"1 model/c0/Sigmoid/ReadVariableOp/resource" -> "2 model/c0/Sigmoid/ReadVariableOp"; -"2 model/c0/Sigmoid/ReadVariableOp" -> "3 model/c0/Sigmoid"; -"3 model/c0/Sigmoid" -> "4 model/c0/Round"; -"4 model/c0/Round" -> "7 model/c0/mul"; -"5 model/c0/ReadVariableOp/resource" -> "6 model/c0/ReadVariableOp"; -"6 model/c0/ReadVariableOp" -> "7 model/c0/mul"; -"7 model/c0/mul" -> "8 model/c0/Conv2D"; -"8 model/c0/Conv2D" -> "11 model/c0/BiasAdd"; -"9 model/c0/BiasAdd/ReadVariableOp/resource" -> "10 model/c0/BiasAdd/ReadVariableOp"; -"10 model/c0/BiasAdd/ReadVariableOp" -> "11 model/c0/BiasAdd"; -"11 model/c0/BiasAdd" -> "13 model/tf.split/split"; -"12 model/tf.split/split/split_dim" -> "13 model/tf.split/split"; -"13 model/tf.split/split" -> "21 model/c2/Conv2D"; -"13 model/tf.split/split" -> "32 model/c1/Conv2D"; -"14 model/c2/Sigmoid/ReadVariableOp/resource" -> "15 model/c2/Sigmoid/ReadVariableOp"; -"15 model/c2/Sigmoid/ReadVariableOp" -> "16 model/c2/Sigmoid"; -"16 model/c2/Sigmoid" -> "17 model/c2/Round"; -"17 model/c2/Round" -> "20 model/c2/mul"; -"18 model/c2/ReadVariableOp/resource" -> "19 model/c2/ReadVariableOp"; -"19 model/c2/ReadVariableOp" -> "20 model/c2/mul"; -"20 model/c2/mul" -> "21 model/c2/Conv2D"; -"21 model/c2/Conv2D" -> "24 model/c2/BiasAdd"; -"22 model/c2/BiasAdd/ReadVariableOp/resource" -> "23 model/c2/BiasAdd/ReadVariableOp"; -"23 model/c2/BiasAdd/ReadVariableOp" -> "24 model/c2/BiasAdd"; -"24 model/c2/BiasAdd" -> "43 model/c3/Conv2D"; -"25 model/c1/Sigmoid/ReadVariableOp/resource" -> "26 model/c1/Sigmoid/ReadVariableOp"; -"26 model/c1/Sigmoid/ReadVariableOp" -> "27 model/c1/Sigmoid"; -"27 model/c1/Sigmoid" -> "28 model/c1/Round"; -"28 model/c1/Round" -> "31 model/c1/mul"; -"29 model/c1/ReadVariableOp/resource" -> "30 model/c1/ReadVariableOp"; -"30 model/c1/ReadVariableOp" -> "31 model/c1/mul"; -"31 model/c1/mul" -> "32 model/c1/Conv2D"; -"32 model/c1/Conv2D" -> "35 model/c1/BiasAdd"; -"33 model/c1/BiasAdd/ReadVariableOp/resource" -> "34 model/c1/BiasAdd/ReadVariableOp"; -"34 model/c1/BiasAdd/ReadVariableOp" -> "35 model/c1/BiasAdd"; -"35 model/c1/BiasAdd" -> "52 model/c3/Conv2D_1"; -"36 model/c3/Sigmoid/ReadVariableOp/resource" -> "37 model/c3/Sigmoid/ReadVariableOp"; -"36 model/c3/Sigmoid/ReadVariableOp/resource" -> "47 model/c3/Sigmoid_1/ReadVariableOp"; -"37 model/c3/Sigmoid/ReadVariableOp" -> "38 model/c3/Sigmoid"; -"38 model/c3/Sigmoid" -> "39 model/c3/Round"; -"39 model/c3/Round" -> "42 model/c3/mul"; -"40 model/c3/ReadVariableOp/resource" -> "41 model/c3/ReadVariableOp"; -"40 model/c3/ReadVariableOp/resource" -> "50 model/c3/ReadVariableOp_1"; -"41 model/c3/ReadVariableOp" -> "42 model/c3/mul"; -"42 model/c3/mul" -> "43 model/c3/Conv2D"; -"43 model/c3/Conv2D" -> "46 model/c3/BiasAdd"; -"44 model/c3/BiasAdd/ReadVariableOp/resource" -> "45 model/c3/BiasAdd/ReadVariableOp"; -"44 model/c3/BiasAdd/ReadVariableOp/resource" -> "53 model/c3/BiasAdd_1/ReadVariableOp"; -"45 model/c3/BiasAdd/ReadVariableOp" -> "46 model/c3/BiasAdd"; -"46 model/c3/BiasAdd" -> "62 model/c4/Conv2D"; -"47 model/c3/Sigmoid_1/ReadVariableOp" -> "48 model/c3/Sigmoid_1"; -"48 model/c3/Sigmoid_1" -> "49 model/c3/Round_1"; -"49 model/c3/Round_1" -> "51 model/c3/mul_1"; -"50 model/c3/ReadVariableOp_1" -> "51 model/c3/mul_1"; -"51 model/c3/mul_1" -> "52 model/c3/Conv2D_1"; -"52 model/c3/Conv2D_1" -> "54 model/c3/BiasAdd_1"; -"53 model/c3/BiasAdd_1/ReadVariableOp" -> "54 model/c3/BiasAdd_1"; -"54 model/c3/BiasAdd_1" -> "71 model/c4/Conv2D_1"; -"55 model/c4/Sigmoid/ReadVariableOp/resource" -> "56 model/c4/Sigmoid/ReadVariableOp"; -"55 model/c4/Sigmoid/ReadVariableOp/resource" -> "66 model/c4/Sigmoid_1/ReadVariableOp"; -"56 model/c4/Sigmoid/ReadVariableOp" -> "57 model/c4/Sigmoid"; -"57 model/c4/Sigmoid" -> "58 model/c4/Round"; -"58 model/c4/Round" -> "61 model/c4/mul"; -"59 model/c4/ReadVariableOp/resource" -> "60 model/c4/ReadVariableOp"; -"59 model/c4/ReadVariableOp/resource" -> "69 model/c4/ReadVariableOp_1"; -"60 model/c4/ReadVariableOp" -> "61 model/c4/mul"; -"61 model/c4/mul" -> "62 model/c4/Conv2D"; -"62 model/c4/Conv2D" -> "65 model/c4/BiasAdd"; -"63 model/c4/BiasAdd/ReadVariableOp/resource" -> "64 model/c4/BiasAdd/ReadVariableOp"; -"63 model/c4/BiasAdd/ReadVariableOp/resource" -> "72 model/c4/BiasAdd_1/ReadVariableOp"; -"64 model/c4/BiasAdd/ReadVariableOp" -> "65 model/c4/BiasAdd"; -"65 model/c4/BiasAdd" -> "75 Identity_1"; -"66 model/c4/Sigmoid_1/ReadVariableOp" -> "67 model/c4/Sigmoid_1"; -"67 model/c4/Sigmoid_1" -> "68 model/c4/Round_1"; -"68 model/c4/Round_1" -> "70 model/c4/mul_1"; -"69 model/c4/ReadVariableOp_1" -> "70 model/c4/mul_1"; -"70 model/c4/mul_1" -> "71 model/c4/Conv2D_1"; -"71 model/c4/Conv2D_1" -> "73 model/c4/BiasAdd_1"; -"72 model/c4/BiasAdd_1/ReadVariableOp" -> "73 model/c4/BiasAdd_1"; -"73 model/c4/BiasAdd_1" -> "74 Identity"; -} diff --git a/tests/tensorflow/data/reference_graphs/2.8/sparsity/rb_sparsity/vgg16.dot b/tests/tensorflow/data/reference_graphs/2.8/sparsity/rb_sparsity/vgg16.dot deleted file mode 100644 index b316f12aae4..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.8/sparsity/rb_sparsity/vgg16.dot +++ /dev/null @@ -1,403 +0,0 @@ -strict digraph { -"0 args_0" [id=0, op=Placeholder]; -"1 vgg16/block1_conv1/Sigmoid/ReadVariableOp/resource" [id=1, op=Placeholder]; -"2 vgg16/block1_conv1/Sigmoid/ReadVariableOp" [id=2, op=ReadVariableOp]; -"3 vgg16/block1_conv1/Sigmoid" [id=3, op=Sigmoid]; -"4 vgg16/block1_conv1/Round" [id=4, op=Round]; -"5 vgg16/block1_conv1/ReadVariableOp/resource" [id=5, op=Placeholder]; -"6 vgg16/block1_conv1/ReadVariableOp" [id=6, op=ReadVariableOp]; -"7 vgg16/block1_conv1/mul" [id=7, op=Mul]; -"8 vgg16/block1_conv1/Conv2D" [id=8, op=Conv2D]; -"9 vgg16/block1_conv1/BiasAdd/ReadVariableOp/resource" [id=9, op=Placeholder]; -"10 vgg16/block1_conv1/BiasAdd/ReadVariableOp" [id=10, op=ReadVariableOp]; -"11 vgg16/block1_conv1/BiasAdd" [id=11, op=BiasAdd]; -"12 vgg16/block1_conv1/Relu" [id=12, op=Relu]; -"13 vgg16/block1_conv2/Sigmoid/ReadVariableOp/resource" [id=13, op=Placeholder]; -"14 vgg16/block1_conv2/Sigmoid/ReadVariableOp" [id=14, op=ReadVariableOp]; -"15 vgg16/block1_conv2/Sigmoid" [id=15, op=Sigmoid]; -"16 vgg16/block1_conv2/Round" [id=16, op=Round]; -"17 vgg16/block1_conv2/ReadVariableOp/resource" [id=17, op=Placeholder]; -"18 vgg16/block1_conv2/ReadVariableOp" [id=18, op=ReadVariableOp]; -"19 vgg16/block1_conv2/mul" [id=19, op=Mul]; -"20 vgg16/block1_conv2/Conv2D" [id=20, op=Conv2D]; -"21 vgg16/block1_conv2/BiasAdd/ReadVariableOp/resource" [id=21, op=Placeholder]; -"22 vgg16/block1_conv2/BiasAdd/ReadVariableOp" [id=22, op=ReadVariableOp]; -"23 vgg16/block1_conv2/BiasAdd" [id=23, op=BiasAdd]; -"24 vgg16/block1_conv2/Relu" [id=24, op=Relu]; -"25 vgg16/block1_pool/MaxPool" [id=25, op=MaxPool]; -"26 vgg16/block2_conv1/Sigmoid/ReadVariableOp/resource" [id=26, op=Placeholder]; -"27 vgg16/block2_conv1/Sigmoid/ReadVariableOp" [id=27, op=ReadVariableOp]; -"28 vgg16/block2_conv1/Sigmoid" [id=28, op=Sigmoid]; -"29 vgg16/block2_conv1/Round" [id=29, op=Round]; -"30 vgg16/block2_conv1/ReadVariableOp/resource" [id=30, op=Placeholder]; -"31 vgg16/block2_conv1/ReadVariableOp" [id=31, op=ReadVariableOp]; -"32 vgg16/block2_conv1/mul" [id=32, op=Mul]; -"33 vgg16/block2_conv1/Conv2D" [id=33, op=Conv2D]; -"34 vgg16/block2_conv1/BiasAdd/ReadVariableOp/resource" [id=34, op=Placeholder]; -"35 vgg16/block2_conv1/BiasAdd/ReadVariableOp" [id=35, op=ReadVariableOp]; -"36 vgg16/block2_conv1/BiasAdd" [id=36, op=BiasAdd]; -"37 vgg16/block2_conv1/Relu" [id=37, op=Relu]; -"38 vgg16/block2_conv2/Sigmoid/ReadVariableOp/resource" [id=38, op=Placeholder]; -"39 vgg16/block2_conv2/Sigmoid/ReadVariableOp" [id=39, op=ReadVariableOp]; -"40 vgg16/block2_conv2/Sigmoid" [id=40, op=Sigmoid]; -"41 vgg16/block2_conv2/Round" [id=41, op=Round]; -"42 vgg16/block2_conv2/ReadVariableOp/resource" [id=42, op=Placeholder]; -"43 vgg16/block2_conv2/ReadVariableOp" [id=43, op=ReadVariableOp]; -"44 vgg16/block2_conv2/mul" [id=44, op=Mul]; -"45 vgg16/block2_conv2/Conv2D" [id=45, op=Conv2D]; -"46 vgg16/block2_conv2/BiasAdd/ReadVariableOp/resource" [id=46, op=Placeholder]; -"47 vgg16/block2_conv2/BiasAdd/ReadVariableOp" [id=47, op=ReadVariableOp]; -"48 vgg16/block2_conv2/BiasAdd" [id=48, op=BiasAdd]; -"49 vgg16/block2_conv2/Relu" [id=49, op=Relu]; -"50 vgg16/block2_pool/MaxPool" [id=50, op=MaxPool]; -"51 vgg16/block3_conv1/Sigmoid/ReadVariableOp/resource" [id=51, op=Placeholder]; -"52 vgg16/block3_conv1/Sigmoid/ReadVariableOp" [id=52, op=ReadVariableOp]; -"53 vgg16/block3_conv1/Sigmoid" [id=53, op=Sigmoid]; -"54 vgg16/block3_conv1/Round" [id=54, op=Round]; -"55 vgg16/block3_conv1/ReadVariableOp/resource" [id=55, op=Placeholder]; -"56 vgg16/block3_conv1/ReadVariableOp" [id=56, op=ReadVariableOp]; -"57 vgg16/block3_conv1/mul" [id=57, op=Mul]; -"58 vgg16/block3_conv1/Conv2D" [id=58, op=Conv2D]; -"59 vgg16/block3_conv1/BiasAdd/ReadVariableOp/resource" [id=59, op=Placeholder]; -"60 vgg16/block3_conv1/BiasAdd/ReadVariableOp" [id=60, op=ReadVariableOp]; -"61 vgg16/block3_conv1/BiasAdd" [id=61, op=BiasAdd]; -"62 vgg16/block3_conv1/Relu" [id=62, op=Relu]; -"63 vgg16/block3_conv2/Sigmoid/ReadVariableOp/resource" [id=63, op=Placeholder]; -"64 vgg16/block3_conv2/Sigmoid/ReadVariableOp" [id=64, op=ReadVariableOp]; -"65 vgg16/block3_conv2/Sigmoid" [id=65, op=Sigmoid]; -"66 vgg16/block3_conv2/Round" [id=66, op=Round]; -"67 vgg16/block3_conv2/ReadVariableOp/resource" [id=67, op=Placeholder]; -"68 vgg16/block3_conv2/ReadVariableOp" [id=68, op=ReadVariableOp]; -"69 vgg16/block3_conv2/mul" [id=69, op=Mul]; -"70 vgg16/block3_conv2/Conv2D" [id=70, op=Conv2D]; -"71 vgg16/block3_conv2/BiasAdd/ReadVariableOp/resource" [id=71, op=Placeholder]; -"72 vgg16/block3_conv2/BiasAdd/ReadVariableOp" [id=72, op=ReadVariableOp]; -"73 vgg16/block3_conv2/BiasAdd" [id=73, op=BiasAdd]; -"74 vgg16/block3_conv2/Relu" [id=74, op=Relu]; -"75 vgg16/block3_conv3/Sigmoid/ReadVariableOp/resource" [id=75, op=Placeholder]; -"76 vgg16/block3_conv3/Sigmoid/ReadVariableOp" [id=76, op=ReadVariableOp]; -"77 vgg16/block3_conv3/Sigmoid" [id=77, op=Sigmoid]; -"78 vgg16/block3_conv3/Round" [id=78, op=Round]; -"79 vgg16/block3_conv3/ReadVariableOp/resource" [id=79, op=Placeholder]; -"80 vgg16/block3_conv3/ReadVariableOp" [id=80, op=ReadVariableOp]; -"81 vgg16/block3_conv3/mul" [id=81, op=Mul]; -"82 vgg16/block3_conv3/Conv2D" [id=82, op=Conv2D]; -"83 vgg16/block3_conv3/BiasAdd/ReadVariableOp/resource" [id=83, op=Placeholder]; -"84 vgg16/block3_conv3/BiasAdd/ReadVariableOp" [id=84, op=ReadVariableOp]; -"85 vgg16/block3_conv3/BiasAdd" [id=85, op=BiasAdd]; -"86 vgg16/block3_conv3/Relu" [id=86, op=Relu]; -"87 vgg16/block3_pool/MaxPool" [id=87, op=MaxPool]; -"88 vgg16/block4_conv1/Sigmoid/ReadVariableOp/resource" [id=88, op=Placeholder]; -"89 vgg16/block4_conv1/Sigmoid/ReadVariableOp" [id=89, op=ReadVariableOp]; -"90 vgg16/block4_conv1/Sigmoid" [id=90, op=Sigmoid]; -"91 vgg16/block4_conv1/Round" [id=91, op=Round]; -"92 vgg16/block4_conv1/ReadVariableOp/resource" [id=92, op=Placeholder]; -"93 vgg16/block4_conv1/ReadVariableOp" [id=93, op=ReadVariableOp]; -"94 vgg16/block4_conv1/mul" [id=94, op=Mul]; -"95 vgg16/block4_conv1/Conv2D" [id=95, op=Conv2D]; -"96 vgg16/block4_conv1/BiasAdd/ReadVariableOp/resource" [id=96, op=Placeholder]; -"97 vgg16/block4_conv1/BiasAdd/ReadVariableOp" [id=97, op=ReadVariableOp]; -"98 vgg16/block4_conv1/BiasAdd" [id=98, op=BiasAdd]; -"99 vgg16/block4_conv1/Relu" [id=99, op=Relu]; -"100 vgg16/block4_conv2/Sigmoid/ReadVariableOp/resource" [id=100, op=Placeholder]; -"101 vgg16/block4_conv2/Sigmoid/ReadVariableOp" [id=101, op=ReadVariableOp]; -"102 vgg16/block4_conv2/Sigmoid" [id=102, op=Sigmoid]; -"103 vgg16/block4_conv2/Round" [id=103, op=Round]; -"104 vgg16/block4_conv2/ReadVariableOp/resource" [id=104, op=Placeholder]; -"105 vgg16/block4_conv2/ReadVariableOp" [id=105, op=ReadVariableOp]; -"106 vgg16/block4_conv2/mul" [id=106, op=Mul]; -"107 vgg16/block4_conv2/Conv2D" [id=107, op=Conv2D]; -"108 vgg16/block4_conv2/BiasAdd/ReadVariableOp/resource" [id=108, op=Placeholder]; -"109 vgg16/block4_conv2/BiasAdd/ReadVariableOp" [id=109, op=ReadVariableOp]; -"110 vgg16/block4_conv2/BiasAdd" [id=110, op=BiasAdd]; -"111 vgg16/block4_conv2/Relu" [id=111, op=Relu]; -"112 vgg16/block4_conv3/Sigmoid/ReadVariableOp/resource" [id=112, op=Placeholder]; -"113 vgg16/block4_conv3/Sigmoid/ReadVariableOp" [id=113, op=ReadVariableOp]; -"114 vgg16/block4_conv3/Sigmoid" [id=114, op=Sigmoid]; -"115 vgg16/block4_conv3/Round" [id=115, op=Round]; -"116 vgg16/block4_conv3/ReadVariableOp/resource" [id=116, op=Placeholder]; -"117 vgg16/block4_conv3/ReadVariableOp" [id=117, op=ReadVariableOp]; -"118 vgg16/block4_conv3/mul" [id=118, op=Mul]; -"119 vgg16/block4_conv3/Conv2D" [id=119, op=Conv2D]; -"120 vgg16/block4_conv3/BiasAdd/ReadVariableOp/resource" [id=120, op=Placeholder]; -"121 vgg16/block4_conv3/BiasAdd/ReadVariableOp" [id=121, op=ReadVariableOp]; -"122 vgg16/block4_conv3/BiasAdd" [id=122, op=BiasAdd]; -"123 vgg16/block4_conv3/Relu" [id=123, op=Relu]; -"124 vgg16/block4_pool/MaxPool" [id=124, op=MaxPool]; -"125 vgg16/block5_conv1/Sigmoid/ReadVariableOp/resource" [id=125, op=Placeholder]; -"126 vgg16/block5_conv1/Sigmoid/ReadVariableOp" [id=126, op=ReadVariableOp]; -"127 vgg16/block5_conv1/Sigmoid" [id=127, op=Sigmoid]; -"128 vgg16/block5_conv1/Round" [id=128, op=Round]; -"129 vgg16/block5_conv1/ReadVariableOp/resource" [id=129, op=Placeholder]; -"130 vgg16/block5_conv1/ReadVariableOp" [id=130, op=ReadVariableOp]; -"131 vgg16/block5_conv1/mul" [id=131, op=Mul]; -"132 vgg16/block5_conv1/Conv2D" [id=132, op=Conv2D]; -"133 vgg16/block5_conv1/BiasAdd/ReadVariableOp/resource" [id=133, op=Placeholder]; -"134 vgg16/block5_conv1/BiasAdd/ReadVariableOp" [id=134, op=ReadVariableOp]; -"135 vgg16/block5_conv1/BiasAdd" [id=135, op=BiasAdd]; -"136 vgg16/block5_conv1/Relu" [id=136, op=Relu]; -"137 vgg16/block5_conv2/Sigmoid/ReadVariableOp/resource" [id=137, op=Placeholder]; -"138 vgg16/block5_conv2/Sigmoid/ReadVariableOp" [id=138, op=ReadVariableOp]; -"139 vgg16/block5_conv2/Sigmoid" [id=139, op=Sigmoid]; -"140 vgg16/block5_conv2/Round" [id=140, op=Round]; -"141 vgg16/block5_conv2/ReadVariableOp/resource" [id=141, op=Placeholder]; -"142 vgg16/block5_conv2/ReadVariableOp" [id=142, op=ReadVariableOp]; -"143 vgg16/block5_conv2/mul" [id=143, op=Mul]; -"144 vgg16/block5_conv2/Conv2D" [id=144, op=Conv2D]; -"145 vgg16/block5_conv2/BiasAdd/ReadVariableOp/resource" [id=145, op=Placeholder]; -"146 vgg16/block5_conv2/BiasAdd/ReadVariableOp" [id=146, op=ReadVariableOp]; -"147 vgg16/block5_conv2/BiasAdd" [id=147, op=BiasAdd]; -"148 vgg16/block5_conv2/Relu" [id=148, op=Relu]; -"149 vgg16/block5_conv3/Sigmoid/ReadVariableOp/resource" [id=149, op=Placeholder]; -"150 vgg16/block5_conv3/Sigmoid/ReadVariableOp" [id=150, op=ReadVariableOp]; -"151 vgg16/block5_conv3/Sigmoid" [id=151, op=Sigmoid]; -"152 vgg16/block5_conv3/Round" [id=152, op=Round]; -"153 vgg16/block5_conv3/ReadVariableOp/resource" [id=153, op=Placeholder]; -"154 vgg16/block5_conv3/ReadVariableOp" [id=154, op=ReadVariableOp]; -"155 vgg16/block5_conv3/mul" [id=155, op=Mul]; -"156 vgg16/block5_conv3/Conv2D" [id=156, op=Conv2D]; -"157 vgg16/block5_conv3/BiasAdd/ReadVariableOp/resource" [id=157, op=Placeholder]; -"158 vgg16/block5_conv3/BiasAdd/ReadVariableOp" [id=158, op=ReadVariableOp]; -"159 vgg16/block5_conv3/BiasAdd" [id=159, op=BiasAdd]; -"160 vgg16/block5_conv3/Relu" [id=160, op=Relu]; -"161 vgg16/block5_pool/MaxPool" [id=161, op=MaxPool]; -"162 vgg16/flatten/Const" [id=162, op=Const]; -"163 vgg16/flatten/Reshape" [id=163, op=Reshape]; -"164 vgg16/fc1/Sigmoid/ReadVariableOp/resource" [id=164, op=Placeholder]; -"165 vgg16/fc1/Sigmoid/ReadVariableOp" [id=165, op=ReadVariableOp]; -"166 vgg16/fc1/Sigmoid" [id=166, op=Sigmoid]; -"167 vgg16/fc1/Round" [id=167, op=Round]; -"168 vgg16/fc1/ReadVariableOp/resource" [id=168, op=Placeholder]; -"169 vgg16/fc1/ReadVariableOp" [id=169, op=ReadVariableOp]; -"170 vgg16/fc1/mul" [id=170, op=Mul]; -"171 vgg16/fc1/MatMul" [id=171, op=MatMul]; -"172 vgg16/fc1/BiasAdd/ReadVariableOp/resource" [id=172, op=Placeholder]; -"173 vgg16/fc1/BiasAdd/ReadVariableOp" [id=173, op=ReadVariableOp]; -"174 vgg16/fc1/BiasAdd" [id=174, op=BiasAdd]; -"175 vgg16/fc1/Relu" [id=175, op=Relu]; -"176 vgg16/fc2/Sigmoid/ReadVariableOp/resource" [id=176, op=Placeholder]; -"177 vgg16/fc2/Sigmoid/ReadVariableOp" [id=177, op=ReadVariableOp]; -"178 vgg16/fc2/Sigmoid" [id=178, op=Sigmoid]; -"179 vgg16/fc2/Round" [id=179, op=Round]; -"180 vgg16/fc2/ReadVariableOp/resource" [id=180, op=Placeholder]; -"181 vgg16/fc2/ReadVariableOp" [id=181, op=ReadVariableOp]; -"182 vgg16/fc2/mul" [id=182, op=Mul]; -"183 vgg16/fc2/MatMul" [id=183, op=MatMul]; -"184 vgg16/fc2/BiasAdd/ReadVariableOp/resource" [id=184, op=Placeholder]; -"185 vgg16/fc2/BiasAdd/ReadVariableOp" [id=185, op=ReadVariableOp]; -"186 vgg16/fc2/BiasAdd" [id=186, op=BiasAdd]; -"187 vgg16/fc2/Relu" [id=187, op=Relu]; -"188 vgg16/predictions/Sigmoid/ReadVariableOp/resource" [id=188, op=Placeholder]; -"189 vgg16/predictions/Sigmoid/ReadVariableOp" [id=189, op=ReadVariableOp]; -"190 vgg16/predictions/Sigmoid" [id=190, op=Sigmoid]; -"191 vgg16/predictions/Round" [id=191, op=Round]; -"192 vgg16/predictions/ReadVariableOp/resource" [id=192, op=Placeholder]; -"193 vgg16/predictions/ReadVariableOp" [id=193, op=ReadVariableOp]; -"194 vgg16/predictions/mul" [id=194, op=Mul]; -"195 vgg16/predictions/MatMul" [id=195, op=MatMul]; -"196 vgg16/predictions/BiasAdd/ReadVariableOp/resource" [id=196, op=Placeholder]; -"197 vgg16/predictions/BiasAdd/ReadVariableOp" [id=197, op=ReadVariableOp]; -"198 vgg16/predictions/BiasAdd" [id=198, op=BiasAdd]; -"199 vgg16/predictions/Softmax" [id=199, op=Softmax]; -"200 Identity" [id=200, op=Identity]; -"0 args_0" -> "8 vgg16/block1_conv1/Conv2D"; -"1 vgg16/block1_conv1/Sigmoid/ReadVariableOp/resource" -> "2 vgg16/block1_conv1/Sigmoid/ReadVariableOp"; -"2 vgg16/block1_conv1/Sigmoid/ReadVariableOp" -> "3 vgg16/block1_conv1/Sigmoid"; -"3 vgg16/block1_conv1/Sigmoid" -> "4 vgg16/block1_conv1/Round"; -"4 vgg16/block1_conv1/Round" -> "7 vgg16/block1_conv1/mul"; -"5 vgg16/block1_conv1/ReadVariableOp/resource" -> "6 vgg16/block1_conv1/ReadVariableOp"; -"6 vgg16/block1_conv1/ReadVariableOp" -> "7 vgg16/block1_conv1/mul"; -"7 vgg16/block1_conv1/mul" -> "8 vgg16/block1_conv1/Conv2D"; -"8 vgg16/block1_conv1/Conv2D" -> "11 vgg16/block1_conv1/BiasAdd"; -"9 vgg16/block1_conv1/BiasAdd/ReadVariableOp/resource" -> "10 vgg16/block1_conv1/BiasAdd/ReadVariableOp"; -"10 vgg16/block1_conv1/BiasAdd/ReadVariableOp" -> "11 vgg16/block1_conv1/BiasAdd"; -"11 vgg16/block1_conv1/BiasAdd" -> "12 vgg16/block1_conv1/Relu"; -"12 vgg16/block1_conv1/Relu" -> "20 vgg16/block1_conv2/Conv2D"; -"13 vgg16/block1_conv2/Sigmoid/ReadVariableOp/resource" -> "14 vgg16/block1_conv2/Sigmoid/ReadVariableOp"; -"14 vgg16/block1_conv2/Sigmoid/ReadVariableOp" -> "15 vgg16/block1_conv2/Sigmoid"; -"15 vgg16/block1_conv2/Sigmoid" -> "16 vgg16/block1_conv2/Round"; -"16 vgg16/block1_conv2/Round" -> "19 vgg16/block1_conv2/mul"; -"17 vgg16/block1_conv2/ReadVariableOp/resource" -> "18 vgg16/block1_conv2/ReadVariableOp"; -"18 vgg16/block1_conv2/ReadVariableOp" -> "19 vgg16/block1_conv2/mul"; -"19 vgg16/block1_conv2/mul" -> "20 vgg16/block1_conv2/Conv2D"; -"20 vgg16/block1_conv2/Conv2D" -> "23 vgg16/block1_conv2/BiasAdd"; -"21 vgg16/block1_conv2/BiasAdd/ReadVariableOp/resource" -> "22 vgg16/block1_conv2/BiasAdd/ReadVariableOp"; -"22 vgg16/block1_conv2/BiasAdd/ReadVariableOp" -> "23 vgg16/block1_conv2/BiasAdd"; -"23 vgg16/block1_conv2/BiasAdd" -> "24 vgg16/block1_conv2/Relu"; -"24 vgg16/block1_conv2/Relu" -> "25 vgg16/block1_pool/MaxPool"; -"25 vgg16/block1_pool/MaxPool" -> "33 vgg16/block2_conv1/Conv2D"; -"26 vgg16/block2_conv1/Sigmoid/ReadVariableOp/resource" -> "27 vgg16/block2_conv1/Sigmoid/ReadVariableOp"; -"27 vgg16/block2_conv1/Sigmoid/ReadVariableOp" -> "28 vgg16/block2_conv1/Sigmoid"; -"28 vgg16/block2_conv1/Sigmoid" -> "29 vgg16/block2_conv1/Round"; -"29 vgg16/block2_conv1/Round" -> "32 vgg16/block2_conv1/mul"; -"30 vgg16/block2_conv1/ReadVariableOp/resource" -> "31 vgg16/block2_conv1/ReadVariableOp"; -"31 vgg16/block2_conv1/ReadVariableOp" -> "32 vgg16/block2_conv1/mul"; -"32 vgg16/block2_conv1/mul" -> "33 vgg16/block2_conv1/Conv2D"; -"33 vgg16/block2_conv1/Conv2D" -> "36 vgg16/block2_conv1/BiasAdd"; -"34 vgg16/block2_conv1/BiasAdd/ReadVariableOp/resource" -> "35 vgg16/block2_conv1/BiasAdd/ReadVariableOp"; -"35 vgg16/block2_conv1/BiasAdd/ReadVariableOp" -> "36 vgg16/block2_conv1/BiasAdd"; -"36 vgg16/block2_conv1/BiasAdd" -> "37 vgg16/block2_conv1/Relu"; -"37 vgg16/block2_conv1/Relu" -> "45 vgg16/block2_conv2/Conv2D"; -"38 vgg16/block2_conv2/Sigmoid/ReadVariableOp/resource" -> "39 vgg16/block2_conv2/Sigmoid/ReadVariableOp"; -"39 vgg16/block2_conv2/Sigmoid/ReadVariableOp" -> "40 vgg16/block2_conv2/Sigmoid"; -"40 vgg16/block2_conv2/Sigmoid" -> "41 vgg16/block2_conv2/Round"; -"41 vgg16/block2_conv2/Round" -> "44 vgg16/block2_conv2/mul"; -"42 vgg16/block2_conv2/ReadVariableOp/resource" -> "43 vgg16/block2_conv2/ReadVariableOp"; -"43 vgg16/block2_conv2/ReadVariableOp" -> "44 vgg16/block2_conv2/mul"; -"44 vgg16/block2_conv2/mul" -> "45 vgg16/block2_conv2/Conv2D"; -"45 vgg16/block2_conv2/Conv2D" -> "48 vgg16/block2_conv2/BiasAdd"; -"46 vgg16/block2_conv2/BiasAdd/ReadVariableOp/resource" -> "47 vgg16/block2_conv2/BiasAdd/ReadVariableOp"; -"47 vgg16/block2_conv2/BiasAdd/ReadVariableOp" -> "48 vgg16/block2_conv2/BiasAdd"; -"48 vgg16/block2_conv2/BiasAdd" -> "49 vgg16/block2_conv2/Relu"; -"49 vgg16/block2_conv2/Relu" -> "50 vgg16/block2_pool/MaxPool"; -"50 vgg16/block2_pool/MaxPool" -> "58 vgg16/block3_conv1/Conv2D"; -"51 vgg16/block3_conv1/Sigmoid/ReadVariableOp/resource" -> "52 vgg16/block3_conv1/Sigmoid/ReadVariableOp"; -"52 vgg16/block3_conv1/Sigmoid/ReadVariableOp" -> "53 vgg16/block3_conv1/Sigmoid"; -"53 vgg16/block3_conv1/Sigmoid" -> "54 vgg16/block3_conv1/Round"; -"54 vgg16/block3_conv1/Round" -> "57 vgg16/block3_conv1/mul"; -"55 vgg16/block3_conv1/ReadVariableOp/resource" -> "56 vgg16/block3_conv1/ReadVariableOp"; -"56 vgg16/block3_conv1/ReadVariableOp" -> "57 vgg16/block3_conv1/mul"; -"57 vgg16/block3_conv1/mul" -> "58 vgg16/block3_conv1/Conv2D"; -"58 vgg16/block3_conv1/Conv2D" -> "61 vgg16/block3_conv1/BiasAdd"; -"59 vgg16/block3_conv1/BiasAdd/ReadVariableOp/resource" -> "60 vgg16/block3_conv1/BiasAdd/ReadVariableOp"; -"60 vgg16/block3_conv1/BiasAdd/ReadVariableOp" -> "61 vgg16/block3_conv1/BiasAdd"; -"61 vgg16/block3_conv1/BiasAdd" -> "62 vgg16/block3_conv1/Relu"; -"62 vgg16/block3_conv1/Relu" -> "70 vgg16/block3_conv2/Conv2D"; -"63 vgg16/block3_conv2/Sigmoid/ReadVariableOp/resource" -> "64 vgg16/block3_conv2/Sigmoid/ReadVariableOp"; -"64 vgg16/block3_conv2/Sigmoid/ReadVariableOp" -> "65 vgg16/block3_conv2/Sigmoid"; -"65 vgg16/block3_conv2/Sigmoid" -> "66 vgg16/block3_conv2/Round"; -"66 vgg16/block3_conv2/Round" -> "69 vgg16/block3_conv2/mul"; -"67 vgg16/block3_conv2/ReadVariableOp/resource" -> "68 vgg16/block3_conv2/ReadVariableOp"; -"68 vgg16/block3_conv2/ReadVariableOp" -> "69 vgg16/block3_conv2/mul"; -"69 vgg16/block3_conv2/mul" -> "70 vgg16/block3_conv2/Conv2D"; -"70 vgg16/block3_conv2/Conv2D" -> "73 vgg16/block3_conv2/BiasAdd"; -"71 vgg16/block3_conv2/BiasAdd/ReadVariableOp/resource" -> "72 vgg16/block3_conv2/BiasAdd/ReadVariableOp"; -"72 vgg16/block3_conv2/BiasAdd/ReadVariableOp" -> "73 vgg16/block3_conv2/BiasAdd"; -"73 vgg16/block3_conv2/BiasAdd" -> "74 vgg16/block3_conv2/Relu"; -"74 vgg16/block3_conv2/Relu" -> "82 vgg16/block3_conv3/Conv2D"; -"75 vgg16/block3_conv3/Sigmoid/ReadVariableOp/resource" -> "76 vgg16/block3_conv3/Sigmoid/ReadVariableOp"; -"76 vgg16/block3_conv3/Sigmoid/ReadVariableOp" -> "77 vgg16/block3_conv3/Sigmoid"; -"77 vgg16/block3_conv3/Sigmoid" -> "78 vgg16/block3_conv3/Round"; -"78 vgg16/block3_conv3/Round" -> "81 vgg16/block3_conv3/mul"; -"79 vgg16/block3_conv3/ReadVariableOp/resource" -> "80 vgg16/block3_conv3/ReadVariableOp"; -"80 vgg16/block3_conv3/ReadVariableOp" -> "81 vgg16/block3_conv3/mul"; -"81 vgg16/block3_conv3/mul" -> "82 vgg16/block3_conv3/Conv2D"; -"82 vgg16/block3_conv3/Conv2D" -> "85 vgg16/block3_conv3/BiasAdd"; -"83 vgg16/block3_conv3/BiasAdd/ReadVariableOp/resource" -> "84 vgg16/block3_conv3/BiasAdd/ReadVariableOp"; -"84 vgg16/block3_conv3/BiasAdd/ReadVariableOp" -> "85 vgg16/block3_conv3/BiasAdd"; -"85 vgg16/block3_conv3/BiasAdd" -> "86 vgg16/block3_conv3/Relu"; -"86 vgg16/block3_conv3/Relu" -> "87 vgg16/block3_pool/MaxPool"; -"87 vgg16/block3_pool/MaxPool" -> "95 vgg16/block4_conv1/Conv2D"; -"88 vgg16/block4_conv1/Sigmoid/ReadVariableOp/resource" -> "89 vgg16/block4_conv1/Sigmoid/ReadVariableOp"; -"89 vgg16/block4_conv1/Sigmoid/ReadVariableOp" -> "90 vgg16/block4_conv1/Sigmoid"; -"90 vgg16/block4_conv1/Sigmoid" -> "91 vgg16/block4_conv1/Round"; -"91 vgg16/block4_conv1/Round" -> "94 vgg16/block4_conv1/mul"; -"92 vgg16/block4_conv1/ReadVariableOp/resource" -> "93 vgg16/block4_conv1/ReadVariableOp"; -"93 vgg16/block4_conv1/ReadVariableOp" -> "94 vgg16/block4_conv1/mul"; -"94 vgg16/block4_conv1/mul" -> "95 vgg16/block4_conv1/Conv2D"; -"95 vgg16/block4_conv1/Conv2D" -> "98 vgg16/block4_conv1/BiasAdd"; -"96 vgg16/block4_conv1/BiasAdd/ReadVariableOp/resource" -> "97 vgg16/block4_conv1/BiasAdd/ReadVariableOp"; -"97 vgg16/block4_conv1/BiasAdd/ReadVariableOp" -> "98 vgg16/block4_conv1/BiasAdd"; -"98 vgg16/block4_conv1/BiasAdd" -> "99 vgg16/block4_conv1/Relu"; -"99 vgg16/block4_conv1/Relu" -> "107 vgg16/block4_conv2/Conv2D"; -"100 vgg16/block4_conv2/Sigmoid/ReadVariableOp/resource" -> "101 vgg16/block4_conv2/Sigmoid/ReadVariableOp"; -"101 vgg16/block4_conv2/Sigmoid/ReadVariableOp" -> "102 vgg16/block4_conv2/Sigmoid"; -"102 vgg16/block4_conv2/Sigmoid" -> "103 vgg16/block4_conv2/Round"; -"103 vgg16/block4_conv2/Round" -> "106 vgg16/block4_conv2/mul"; -"104 vgg16/block4_conv2/ReadVariableOp/resource" -> "105 vgg16/block4_conv2/ReadVariableOp"; -"105 vgg16/block4_conv2/ReadVariableOp" -> "106 vgg16/block4_conv2/mul"; -"106 vgg16/block4_conv2/mul" -> "107 vgg16/block4_conv2/Conv2D"; -"107 vgg16/block4_conv2/Conv2D" -> "110 vgg16/block4_conv2/BiasAdd"; -"108 vgg16/block4_conv2/BiasAdd/ReadVariableOp/resource" -> "109 vgg16/block4_conv2/BiasAdd/ReadVariableOp"; -"109 vgg16/block4_conv2/BiasAdd/ReadVariableOp" -> "110 vgg16/block4_conv2/BiasAdd"; -"110 vgg16/block4_conv2/BiasAdd" -> "111 vgg16/block4_conv2/Relu"; -"111 vgg16/block4_conv2/Relu" -> "119 vgg16/block4_conv3/Conv2D"; -"112 vgg16/block4_conv3/Sigmoid/ReadVariableOp/resource" -> "113 vgg16/block4_conv3/Sigmoid/ReadVariableOp"; -"113 vgg16/block4_conv3/Sigmoid/ReadVariableOp" -> "114 vgg16/block4_conv3/Sigmoid"; -"114 vgg16/block4_conv3/Sigmoid" -> "115 vgg16/block4_conv3/Round"; -"115 vgg16/block4_conv3/Round" -> "118 vgg16/block4_conv3/mul"; -"116 vgg16/block4_conv3/ReadVariableOp/resource" -> "117 vgg16/block4_conv3/ReadVariableOp"; -"117 vgg16/block4_conv3/ReadVariableOp" -> "118 vgg16/block4_conv3/mul"; -"118 vgg16/block4_conv3/mul" -> "119 vgg16/block4_conv3/Conv2D"; -"119 vgg16/block4_conv3/Conv2D" -> "122 vgg16/block4_conv3/BiasAdd"; -"120 vgg16/block4_conv3/BiasAdd/ReadVariableOp/resource" -> "121 vgg16/block4_conv3/BiasAdd/ReadVariableOp"; -"121 vgg16/block4_conv3/BiasAdd/ReadVariableOp" -> "122 vgg16/block4_conv3/BiasAdd"; -"122 vgg16/block4_conv3/BiasAdd" -> "123 vgg16/block4_conv3/Relu"; -"123 vgg16/block4_conv3/Relu" -> "124 vgg16/block4_pool/MaxPool"; -"124 vgg16/block4_pool/MaxPool" -> "132 vgg16/block5_conv1/Conv2D"; -"125 vgg16/block5_conv1/Sigmoid/ReadVariableOp/resource" -> "126 vgg16/block5_conv1/Sigmoid/ReadVariableOp"; -"126 vgg16/block5_conv1/Sigmoid/ReadVariableOp" -> "127 vgg16/block5_conv1/Sigmoid"; -"127 vgg16/block5_conv1/Sigmoid" -> "128 vgg16/block5_conv1/Round"; -"128 vgg16/block5_conv1/Round" -> "131 vgg16/block5_conv1/mul"; -"129 vgg16/block5_conv1/ReadVariableOp/resource" -> "130 vgg16/block5_conv1/ReadVariableOp"; -"130 vgg16/block5_conv1/ReadVariableOp" -> "131 vgg16/block5_conv1/mul"; -"131 vgg16/block5_conv1/mul" -> "132 vgg16/block5_conv1/Conv2D"; -"132 vgg16/block5_conv1/Conv2D" -> "135 vgg16/block5_conv1/BiasAdd"; -"133 vgg16/block5_conv1/BiasAdd/ReadVariableOp/resource" -> "134 vgg16/block5_conv1/BiasAdd/ReadVariableOp"; -"134 vgg16/block5_conv1/BiasAdd/ReadVariableOp" -> "135 vgg16/block5_conv1/BiasAdd"; -"135 vgg16/block5_conv1/BiasAdd" -> "136 vgg16/block5_conv1/Relu"; -"136 vgg16/block5_conv1/Relu" -> "144 vgg16/block5_conv2/Conv2D"; -"137 vgg16/block5_conv2/Sigmoid/ReadVariableOp/resource" -> "138 vgg16/block5_conv2/Sigmoid/ReadVariableOp"; -"138 vgg16/block5_conv2/Sigmoid/ReadVariableOp" -> "139 vgg16/block5_conv2/Sigmoid"; -"139 vgg16/block5_conv2/Sigmoid" -> "140 vgg16/block5_conv2/Round"; -"140 vgg16/block5_conv2/Round" -> "143 vgg16/block5_conv2/mul"; -"141 vgg16/block5_conv2/ReadVariableOp/resource" -> "142 vgg16/block5_conv2/ReadVariableOp"; -"142 vgg16/block5_conv2/ReadVariableOp" -> "143 vgg16/block5_conv2/mul"; -"143 vgg16/block5_conv2/mul" -> "144 vgg16/block5_conv2/Conv2D"; -"144 vgg16/block5_conv2/Conv2D" -> "147 vgg16/block5_conv2/BiasAdd"; -"145 vgg16/block5_conv2/BiasAdd/ReadVariableOp/resource" -> "146 vgg16/block5_conv2/BiasAdd/ReadVariableOp"; -"146 vgg16/block5_conv2/BiasAdd/ReadVariableOp" -> "147 vgg16/block5_conv2/BiasAdd"; -"147 vgg16/block5_conv2/BiasAdd" -> "148 vgg16/block5_conv2/Relu"; -"148 vgg16/block5_conv2/Relu" -> "156 vgg16/block5_conv3/Conv2D"; -"149 vgg16/block5_conv3/Sigmoid/ReadVariableOp/resource" -> "150 vgg16/block5_conv3/Sigmoid/ReadVariableOp"; -"150 vgg16/block5_conv3/Sigmoid/ReadVariableOp" -> "151 vgg16/block5_conv3/Sigmoid"; -"151 vgg16/block5_conv3/Sigmoid" -> "152 vgg16/block5_conv3/Round"; -"152 vgg16/block5_conv3/Round" -> "155 vgg16/block5_conv3/mul"; -"153 vgg16/block5_conv3/ReadVariableOp/resource" -> "154 vgg16/block5_conv3/ReadVariableOp"; -"154 vgg16/block5_conv3/ReadVariableOp" -> "155 vgg16/block5_conv3/mul"; -"155 vgg16/block5_conv3/mul" -> "156 vgg16/block5_conv3/Conv2D"; -"156 vgg16/block5_conv3/Conv2D" -> "159 vgg16/block5_conv3/BiasAdd"; -"157 vgg16/block5_conv3/BiasAdd/ReadVariableOp/resource" -> "158 vgg16/block5_conv3/BiasAdd/ReadVariableOp"; -"158 vgg16/block5_conv3/BiasAdd/ReadVariableOp" -> "159 vgg16/block5_conv3/BiasAdd"; -"159 vgg16/block5_conv3/BiasAdd" -> "160 vgg16/block5_conv3/Relu"; -"160 vgg16/block5_conv3/Relu" -> "161 vgg16/block5_pool/MaxPool"; -"161 vgg16/block5_pool/MaxPool" -> "163 vgg16/flatten/Reshape"; -"162 vgg16/flatten/Const" -> "163 vgg16/flatten/Reshape"; -"163 vgg16/flatten/Reshape" -> "171 vgg16/fc1/MatMul"; -"164 vgg16/fc1/Sigmoid/ReadVariableOp/resource" -> "165 vgg16/fc1/Sigmoid/ReadVariableOp"; -"165 vgg16/fc1/Sigmoid/ReadVariableOp" -> "166 vgg16/fc1/Sigmoid"; -"166 vgg16/fc1/Sigmoid" -> "167 vgg16/fc1/Round"; -"167 vgg16/fc1/Round" -> "170 vgg16/fc1/mul"; -"168 vgg16/fc1/ReadVariableOp/resource" -> "169 vgg16/fc1/ReadVariableOp"; -"169 vgg16/fc1/ReadVariableOp" -> "170 vgg16/fc1/mul"; -"170 vgg16/fc1/mul" -> "171 vgg16/fc1/MatMul"; -"171 vgg16/fc1/MatMul" -> "174 vgg16/fc1/BiasAdd"; -"172 vgg16/fc1/BiasAdd/ReadVariableOp/resource" -> "173 vgg16/fc1/BiasAdd/ReadVariableOp"; -"173 vgg16/fc1/BiasAdd/ReadVariableOp" -> "174 vgg16/fc1/BiasAdd"; -"174 vgg16/fc1/BiasAdd" -> "175 vgg16/fc1/Relu"; -"175 vgg16/fc1/Relu" -> "183 vgg16/fc2/MatMul"; -"176 vgg16/fc2/Sigmoid/ReadVariableOp/resource" -> "177 vgg16/fc2/Sigmoid/ReadVariableOp"; -"177 vgg16/fc2/Sigmoid/ReadVariableOp" -> "178 vgg16/fc2/Sigmoid"; -"178 vgg16/fc2/Sigmoid" -> "179 vgg16/fc2/Round"; -"179 vgg16/fc2/Round" -> "182 vgg16/fc2/mul"; -"180 vgg16/fc2/ReadVariableOp/resource" -> "181 vgg16/fc2/ReadVariableOp"; -"181 vgg16/fc2/ReadVariableOp" -> "182 vgg16/fc2/mul"; -"182 vgg16/fc2/mul" -> "183 vgg16/fc2/MatMul"; -"183 vgg16/fc2/MatMul" -> "186 vgg16/fc2/BiasAdd"; -"184 vgg16/fc2/BiasAdd/ReadVariableOp/resource" -> "185 vgg16/fc2/BiasAdd/ReadVariableOp"; -"185 vgg16/fc2/BiasAdd/ReadVariableOp" -> "186 vgg16/fc2/BiasAdd"; -"186 vgg16/fc2/BiasAdd" -> "187 vgg16/fc2/Relu"; -"187 vgg16/fc2/Relu" -> "195 vgg16/predictions/MatMul"; -"188 vgg16/predictions/Sigmoid/ReadVariableOp/resource" -> "189 vgg16/predictions/Sigmoid/ReadVariableOp"; -"189 vgg16/predictions/Sigmoid/ReadVariableOp" -> "190 vgg16/predictions/Sigmoid"; -"190 vgg16/predictions/Sigmoid" -> "191 vgg16/predictions/Round"; -"191 vgg16/predictions/Round" -> "194 vgg16/predictions/mul"; -"192 vgg16/predictions/ReadVariableOp/resource" -> "193 vgg16/predictions/ReadVariableOp"; -"193 vgg16/predictions/ReadVariableOp" -> "194 vgg16/predictions/mul"; -"194 vgg16/predictions/mul" -> "195 vgg16/predictions/MatMul"; -"195 vgg16/predictions/MatMul" -> "198 vgg16/predictions/BiasAdd"; -"196 vgg16/predictions/BiasAdd/ReadVariableOp/resource" -> "197 vgg16/predictions/BiasAdd/ReadVariableOp"; -"197 vgg16/predictions/BiasAdd/ReadVariableOp" -> "198 vgg16/predictions/BiasAdd"; -"198 vgg16/predictions/BiasAdd" -> "199 vgg16/predictions/Softmax"; -"199 vgg16/predictions/Softmax" -> "200 Identity"; -} diff --git a/tests/tensorflow/data/reference_graphs/2.8/sparsity/rb_sparsity/xception.dot b/tests/tensorflow/data/reference_graphs/2.8/sparsity/rb_sparsity/xception.dot deleted file mode 100644 index 221f4571671..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.8/sparsity/rb_sparsity/xception.dot +++ /dev/null @@ -1,2119 +0,0 @@ -strict digraph { -"0 args_0" [id=0, op=Placeholder]; 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xception/block1_conv1_bn/ReadVariableOp/resource" -> "10 xception/block1_conv1_bn/ReadVariableOp"; -"10 xception/block1_conv1_bn/ReadVariableOp" -> "17 xception/block1_conv1_bn/FusedBatchNormV3"; -"11 xception/block1_conv1_bn/ReadVariableOp_1/resource" -> "12 xception/block1_conv1_bn/ReadVariableOp_1"; -"12 xception/block1_conv1_bn/ReadVariableOp_1" -> "17 xception/block1_conv1_bn/FusedBatchNormV3"; -"13 xception/block1_conv1_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "14 xception/block1_conv1_bn/FusedBatchNormV3/ReadVariableOp"; -"14 xception/block1_conv1_bn/FusedBatchNormV3/ReadVariableOp" -> "17 xception/block1_conv1_bn/FusedBatchNormV3"; -"15 xception/block1_conv1_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "16 xception/block1_conv1_bn/FusedBatchNormV3/ReadVariableOp_1"; -"16 xception/block1_conv1_bn/FusedBatchNormV3/ReadVariableOp_1" -> "17 xception/block1_conv1_bn/FusedBatchNormV3"; -"17 xception/block1_conv1_bn/FusedBatchNormV3" -> "18 xception/block1_conv1_act/Relu"; 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xception/block1_conv2_bn/ReadVariableOp_1/resource" -> "30 xception/block1_conv2_bn/ReadVariableOp_1"; -"30 xception/block1_conv2_bn/ReadVariableOp_1" -> "35 xception/block1_conv2_bn/FusedBatchNormV3"; -"31 xception/block1_conv2_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "32 xception/block1_conv2_bn/FusedBatchNormV3/ReadVariableOp"; -"32 xception/block1_conv2_bn/FusedBatchNormV3/ReadVariableOp" -> "35 xception/block1_conv2_bn/FusedBatchNormV3"; -"33 xception/block1_conv2_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "34 xception/block1_conv2_bn/FusedBatchNormV3/ReadVariableOp_1"; -"34 xception/block1_conv2_bn/FusedBatchNormV3/ReadVariableOp_1" -> "35 xception/block1_conv2_bn/FusedBatchNormV3"; -"35 xception/block1_conv2_bn/FusedBatchNormV3" -> "36 xception/block1_conv2_act/Relu"; -"36 xception/block1_conv2_act/Relu" -> "53 xception/block2_sepconv1/separable_conv2d/depthwise"; -"36 xception/block1_conv2_act/Relu" -> "90 xception/conv2d/Conv2D"; -"37 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xception/block3_sepconv1_bn/FusedBatchNormV3" -> "139 xception/block3_sepconv2_act/Relu"; -"139 xception/block3_sepconv2_act/Relu" -> "156 xception/block3_sepconv2/separable_conv2d/depthwise"; -"140 xception/block3_sepconv2/Sigmoid/ReadVariableOp/resource" -> "141 xception/block3_sepconv2/Sigmoid/ReadVariableOp"; -"141 xception/block3_sepconv2/Sigmoid/ReadVariableOp" -> "142 xception/block3_sepconv2/Sigmoid"; -"142 xception/block3_sepconv2/Sigmoid" -> "143 xception/block3_sepconv2/Round"; -"143 xception/block3_sepconv2/Round" -> "146 xception/block3_sepconv2/mul"; -"144 xception/block3_sepconv2/ReadVariableOp/resource" -> "145 xception/block3_sepconv2/ReadVariableOp"; -"145 xception/block3_sepconv2/ReadVariableOp" -> "146 xception/block3_sepconv2/mul"; -"146 xception/block3_sepconv2/mul" -> "156 xception/block3_sepconv2/separable_conv2d/depthwise"; -"147 xception/block3_sepconv2/Sigmoid_1/ReadVariableOp/resource" -> "148 xception/block3_sepconv2/Sigmoid_1/ReadVariableOp"; -"148 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xception/block6_sepconv2/Sigmoid/ReadVariableOp" -> "377 xception/block6_sepconv2/Sigmoid"; -"377 xception/block6_sepconv2/Sigmoid" -> "378 xception/block6_sepconv2/Round"; -"378 xception/block6_sepconv2/Round" -> "381 xception/block6_sepconv2/mul"; -"379 xception/block6_sepconv2/ReadVariableOp/resource" -> "380 xception/block6_sepconv2/ReadVariableOp"; -"380 xception/block6_sepconv2/ReadVariableOp" -> "381 xception/block6_sepconv2/mul"; -"381 xception/block6_sepconv2/mul" -> "391 xception/block6_sepconv2/separable_conv2d/depthwise"; -"382 xception/block6_sepconv2/Sigmoid_1/ReadVariableOp/resource" -> "383 xception/block6_sepconv2/Sigmoid_1/ReadVariableOp"; -"383 xception/block6_sepconv2/Sigmoid_1/ReadVariableOp" -> "384 xception/block6_sepconv2/Sigmoid_1"; -"384 xception/block6_sepconv2/Sigmoid_1" -> "385 xception/block6_sepconv2/Round_1"; -"385 xception/block6_sepconv2/Round_1" -> "388 xception/block6_sepconv2/mul_1"; -"386 xception/block6_sepconv2/ReadVariableOp_1/resource" -> "387 xception/block6_sepconv2/ReadVariableOp_1"; -"387 xception/block6_sepconv2/ReadVariableOp_1" -> "388 xception/block6_sepconv2/mul_1"; -"388 xception/block6_sepconv2/mul_1" -> "392 xception/block6_sepconv2/separable_conv2d"; -"391 xception/block6_sepconv2/separable_conv2d/depthwise" -> "392 xception/block6_sepconv2/separable_conv2d"; -"392 xception/block6_sepconv2/separable_conv2d" -> "401 xception/block6_sepconv2_bn/FusedBatchNormV3"; -"393 xception/block6_sepconv2_bn/ReadVariableOp/resource" -> "394 xception/block6_sepconv2_bn/ReadVariableOp"; -"394 xception/block6_sepconv2_bn/ReadVariableOp" -> "401 xception/block6_sepconv2_bn/FusedBatchNormV3"; -"395 xception/block6_sepconv2_bn/ReadVariableOp_1/resource" -> "396 xception/block6_sepconv2_bn/ReadVariableOp_1"; -"396 xception/block6_sepconv2_bn/ReadVariableOp_1" -> "401 xception/block6_sepconv2_bn/FusedBatchNormV3"; -"397 xception/block6_sepconv2_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "398 xception/block6_sepconv2_bn/FusedBatchNormV3/ReadVariableOp"; -"398 xception/block6_sepconv2_bn/FusedBatchNormV3/ReadVariableOp" -> "401 xception/block6_sepconv2_bn/FusedBatchNormV3"; -"399 xception/block6_sepconv2_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "400 xception/block6_sepconv2_bn/FusedBatchNormV3/ReadVariableOp_1"; -"400 xception/block6_sepconv2_bn/FusedBatchNormV3/ReadVariableOp_1" -> "401 xception/block6_sepconv2_bn/FusedBatchNormV3"; -"401 xception/block6_sepconv2_bn/FusedBatchNormV3" -> "402 xception/block6_sepconv3_act/Relu"; -"402 xception/block6_sepconv3_act/Relu" -> "419 xception/block6_sepconv3/separable_conv2d/depthwise"; -"403 xception/block6_sepconv3/Sigmoid/ReadVariableOp/resource" -> "404 xception/block6_sepconv3/Sigmoid/ReadVariableOp"; -"404 xception/block6_sepconv3/Sigmoid/ReadVariableOp" -> "405 xception/block6_sepconv3/Sigmoid"; -"405 xception/block6_sepconv3/Sigmoid" -> "406 xception/block6_sepconv3/Round"; -"406 xception/block6_sepconv3/Round" -> 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xception/block6_sepconv3/separable_conv2d"; -"419 xception/block6_sepconv3/separable_conv2d/depthwise" -> "420 xception/block6_sepconv3/separable_conv2d"; -"420 xception/block6_sepconv3/separable_conv2d" -> "429 xception/block6_sepconv3_bn/FusedBatchNormV3"; -"421 xception/block6_sepconv3_bn/ReadVariableOp/resource" -> "422 xception/block6_sepconv3_bn/ReadVariableOp"; -"422 xception/block6_sepconv3_bn/ReadVariableOp" -> "429 xception/block6_sepconv3_bn/FusedBatchNormV3"; -"423 xception/block6_sepconv3_bn/ReadVariableOp_1/resource" -> "424 xception/block6_sepconv3_bn/ReadVariableOp_1"; -"424 xception/block6_sepconv3_bn/ReadVariableOp_1" -> "429 xception/block6_sepconv3_bn/FusedBatchNormV3"; -"425 xception/block6_sepconv3_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "426 xception/block6_sepconv3_bn/FusedBatchNormV3/ReadVariableOp"; -"426 xception/block6_sepconv3_bn/FusedBatchNormV3/ReadVariableOp" -> "429 xception/block6_sepconv3_bn/FusedBatchNormV3"; -"427 xception/block6_sepconv3_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "428 xception/block6_sepconv3_bn/FusedBatchNormV3/ReadVariableOp_1"; -"428 xception/block6_sepconv3_bn/FusedBatchNormV3/ReadVariableOp_1" -> "429 xception/block6_sepconv3_bn/FusedBatchNormV3"; -"429 xception/block6_sepconv3_bn/FusedBatchNormV3" -> "430 xception/add_4/add"; -"430 xception/add_4/add" -> "431 xception/block7_sepconv1_act/Relu"; -"430 xception/add_4/add" -> "515 xception/add_5/add"; -"431 xception/block7_sepconv1_act/Relu" -> "448 xception/block7_sepconv1/separable_conv2d/depthwise"; -"432 xception/block7_sepconv1/Sigmoid/ReadVariableOp/resource" -> "433 xception/block7_sepconv1/Sigmoid/ReadVariableOp"; -"433 xception/block7_sepconv1/Sigmoid/ReadVariableOp" -> "434 xception/block7_sepconv1/Sigmoid"; -"434 xception/block7_sepconv1/Sigmoid" -> "435 xception/block7_sepconv1/Round"; -"435 xception/block7_sepconv1/Round" -> "438 xception/block7_sepconv1/mul"; -"436 xception/block7_sepconv1/ReadVariableOp/resource" -> "437 xception/block7_sepconv1/ReadVariableOp"; -"437 xception/block7_sepconv1/ReadVariableOp" -> "438 xception/block7_sepconv1/mul"; -"438 xception/block7_sepconv1/mul" -> "448 xception/block7_sepconv1/separable_conv2d/depthwise"; -"439 xception/block7_sepconv1/Sigmoid_1/ReadVariableOp/resource" -> "440 xception/block7_sepconv1/Sigmoid_1/ReadVariableOp"; -"440 xception/block7_sepconv1/Sigmoid_1/ReadVariableOp" -> "441 xception/block7_sepconv1/Sigmoid_1"; -"441 xception/block7_sepconv1/Sigmoid_1" -> "442 xception/block7_sepconv1/Round_1"; -"442 xception/block7_sepconv1/Round_1" -> "445 xception/block7_sepconv1/mul_1"; -"443 xception/block7_sepconv1/ReadVariableOp_1/resource" -> "444 xception/block7_sepconv1/ReadVariableOp_1"; -"444 xception/block7_sepconv1/ReadVariableOp_1" -> "445 xception/block7_sepconv1/mul_1"; -"445 xception/block7_sepconv1/mul_1" -> "449 xception/block7_sepconv1/separable_conv2d"; -"448 xception/block7_sepconv1/separable_conv2d/depthwise" -> "449 xception/block7_sepconv1/separable_conv2d"; -"449 xception/block7_sepconv1/separable_conv2d" -> "458 xception/block7_sepconv1_bn/FusedBatchNormV3"; -"450 xception/block7_sepconv1_bn/ReadVariableOp/resource" -> "451 xception/block7_sepconv1_bn/ReadVariableOp"; -"451 xception/block7_sepconv1_bn/ReadVariableOp" -> "458 xception/block7_sepconv1_bn/FusedBatchNormV3"; -"452 xception/block7_sepconv1_bn/ReadVariableOp_1/resource" -> "453 xception/block7_sepconv1_bn/ReadVariableOp_1"; -"453 xception/block7_sepconv1_bn/ReadVariableOp_1" -> "458 xception/block7_sepconv1_bn/FusedBatchNormV3"; -"454 xception/block7_sepconv1_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "455 xception/block7_sepconv1_bn/FusedBatchNormV3/ReadVariableOp"; -"455 xception/block7_sepconv1_bn/FusedBatchNormV3/ReadVariableOp" -> "458 xception/block7_sepconv1_bn/FusedBatchNormV3"; -"456 xception/block7_sepconv1_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "457 xception/block7_sepconv1_bn/FusedBatchNormV3/ReadVariableOp_1"; -"457 xception/block7_sepconv1_bn/FusedBatchNormV3/ReadVariableOp_1" -> "458 xception/block7_sepconv1_bn/FusedBatchNormV3"; -"458 xception/block7_sepconv1_bn/FusedBatchNormV3" -> "459 xception/block7_sepconv2_act/Relu"; -"459 xception/block7_sepconv2_act/Relu" -> "476 xception/block7_sepconv2/separable_conv2d/depthwise"; -"460 xception/block7_sepconv2/Sigmoid/ReadVariableOp/resource" -> "461 xception/block7_sepconv2/Sigmoid/ReadVariableOp"; -"461 xception/block7_sepconv2/Sigmoid/ReadVariableOp" -> "462 xception/block7_sepconv2/Sigmoid"; -"462 xception/block7_sepconv2/Sigmoid" -> "463 xception/block7_sepconv2/Round"; -"463 xception/block7_sepconv2/Round" -> "466 xception/block7_sepconv2/mul"; -"464 xception/block7_sepconv2/ReadVariableOp/resource" -> "465 xception/block7_sepconv2/ReadVariableOp"; -"465 xception/block7_sepconv2/ReadVariableOp" -> "466 xception/block7_sepconv2/mul"; -"466 xception/block7_sepconv2/mul" -> "476 xception/block7_sepconv2/separable_conv2d/depthwise"; -"467 xception/block7_sepconv2/Sigmoid_1/ReadVariableOp/resource" -> "468 xception/block7_sepconv2/Sigmoid_1/ReadVariableOp"; -"468 xception/block7_sepconv2/Sigmoid_1/ReadVariableOp" -> "469 xception/block7_sepconv2/Sigmoid_1"; -"469 xception/block7_sepconv2/Sigmoid_1" -> "470 xception/block7_sepconv2/Round_1"; -"470 xception/block7_sepconv2/Round_1" -> "473 xception/block7_sepconv2/mul_1"; -"471 xception/block7_sepconv2/ReadVariableOp_1/resource" -> "472 xception/block7_sepconv2/ReadVariableOp_1"; -"472 xception/block7_sepconv2/ReadVariableOp_1" -> "473 xception/block7_sepconv2/mul_1"; -"473 xception/block7_sepconv2/mul_1" -> "477 xception/block7_sepconv2/separable_conv2d"; -"476 xception/block7_sepconv2/separable_conv2d/depthwise" -> "477 xception/block7_sepconv2/separable_conv2d"; -"477 xception/block7_sepconv2/separable_conv2d" -> "486 xception/block7_sepconv2_bn/FusedBatchNormV3"; -"478 xception/block7_sepconv2_bn/ReadVariableOp/resource" -> "479 xception/block7_sepconv2_bn/ReadVariableOp"; -"479 xception/block7_sepconv2_bn/ReadVariableOp" -> "486 xception/block7_sepconv2_bn/FusedBatchNormV3"; -"480 xception/block7_sepconv2_bn/ReadVariableOp_1/resource" -> "481 xception/block7_sepconv2_bn/ReadVariableOp_1"; -"481 xception/block7_sepconv2_bn/ReadVariableOp_1" -> "486 xception/block7_sepconv2_bn/FusedBatchNormV3"; -"482 xception/block7_sepconv2_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "483 xception/block7_sepconv2_bn/FusedBatchNormV3/ReadVariableOp"; -"483 xception/block7_sepconv2_bn/FusedBatchNormV3/ReadVariableOp" -> "486 xception/block7_sepconv2_bn/FusedBatchNormV3"; -"484 xception/block7_sepconv2_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "485 xception/block7_sepconv2_bn/FusedBatchNormV3/ReadVariableOp_1"; -"485 xception/block7_sepconv2_bn/FusedBatchNormV3/ReadVariableOp_1" -> "486 xception/block7_sepconv2_bn/FusedBatchNormV3"; -"486 xception/block7_sepconv2_bn/FusedBatchNormV3" -> "487 xception/block7_sepconv3_act/Relu"; -"487 xception/block7_sepconv3_act/Relu" -> "504 xception/block7_sepconv3/separable_conv2d/depthwise"; -"488 xception/block7_sepconv3/Sigmoid/ReadVariableOp/resource" -> "489 xception/block7_sepconv3/Sigmoid/ReadVariableOp"; -"489 xception/block7_sepconv3/Sigmoid/ReadVariableOp" -> "490 xception/block7_sepconv3/Sigmoid"; -"490 xception/block7_sepconv3/Sigmoid" -> "491 xception/block7_sepconv3/Round"; -"491 xception/block7_sepconv3/Round" -> "494 xception/block7_sepconv3/mul"; -"492 xception/block7_sepconv3/ReadVariableOp/resource" -> "493 xception/block7_sepconv3/ReadVariableOp"; -"493 xception/block7_sepconv3/ReadVariableOp" -> "494 xception/block7_sepconv3/mul"; -"494 xception/block7_sepconv3/mul" -> "504 xception/block7_sepconv3/separable_conv2d/depthwise"; -"495 xception/block7_sepconv3/Sigmoid_1/ReadVariableOp/resource" -> "496 xception/block7_sepconv3/Sigmoid_1/ReadVariableOp"; -"496 xception/block7_sepconv3/Sigmoid_1/ReadVariableOp" -> "497 xception/block7_sepconv3/Sigmoid_1"; -"497 xception/block7_sepconv3/Sigmoid_1" -> "498 xception/block7_sepconv3/Round_1"; -"498 xception/block7_sepconv3/Round_1" -> "501 xception/block7_sepconv3/mul_1"; -"499 xception/block7_sepconv3/ReadVariableOp_1/resource" -> "500 xception/block7_sepconv3/ReadVariableOp_1"; -"500 xception/block7_sepconv3/ReadVariableOp_1" -> "501 xception/block7_sepconv3/mul_1"; -"501 xception/block7_sepconv3/mul_1" -> "505 xception/block7_sepconv3/separable_conv2d"; -"504 xception/block7_sepconv3/separable_conv2d/depthwise" -> "505 xception/block7_sepconv3/separable_conv2d"; -"505 xception/block7_sepconv3/separable_conv2d" -> "514 xception/block7_sepconv3_bn/FusedBatchNormV3"; -"506 xception/block7_sepconv3_bn/ReadVariableOp/resource" -> "507 xception/block7_sepconv3_bn/ReadVariableOp"; -"507 xception/block7_sepconv3_bn/ReadVariableOp" -> "514 xception/block7_sepconv3_bn/FusedBatchNormV3"; -"508 xception/block7_sepconv3_bn/ReadVariableOp_1/resource" -> "509 xception/block7_sepconv3_bn/ReadVariableOp_1"; -"509 xception/block7_sepconv3_bn/ReadVariableOp_1" -> "514 xception/block7_sepconv3_bn/FusedBatchNormV3"; -"510 xception/block7_sepconv3_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "511 xception/block7_sepconv3_bn/FusedBatchNormV3/ReadVariableOp"; -"511 xception/block7_sepconv3_bn/FusedBatchNormV3/ReadVariableOp" -> "514 xception/block7_sepconv3_bn/FusedBatchNormV3"; -"512 xception/block7_sepconv3_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "513 xception/block7_sepconv3_bn/FusedBatchNormV3/ReadVariableOp_1"; -"513 xception/block7_sepconv3_bn/FusedBatchNormV3/ReadVariableOp_1" -> "514 xception/block7_sepconv3_bn/FusedBatchNormV3"; -"514 xception/block7_sepconv3_bn/FusedBatchNormV3" -> "515 xception/add_5/add"; -"515 xception/add_5/add" -> "516 xception/block8_sepconv1_act/Relu"; -"515 xception/add_5/add" -> "600 xception/add_6/add"; -"516 xception/block8_sepconv1_act/Relu" -> "533 xception/block8_sepconv1/separable_conv2d/depthwise"; -"517 xception/block8_sepconv1/Sigmoid/ReadVariableOp/resource" -> "518 xception/block8_sepconv1/Sigmoid/ReadVariableOp"; -"518 xception/block8_sepconv1/Sigmoid/ReadVariableOp" -> "519 xception/block8_sepconv1/Sigmoid"; -"519 xception/block8_sepconv1/Sigmoid" -> "520 xception/block8_sepconv1/Round"; -"520 xception/block8_sepconv1/Round" -> "523 xception/block8_sepconv1/mul"; -"521 xception/block8_sepconv1/ReadVariableOp/resource" -> "522 xception/block8_sepconv1/ReadVariableOp"; -"522 xception/block8_sepconv1/ReadVariableOp" -> "523 xception/block8_sepconv1/mul"; -"523 xception/block8_sepconv1/mul" -> "533 xception/block8_sepconv1/separable_conv2d/depthwise"; -"524 xception/block8_sepconv1/Sigmoid_1/ReadVariableOp/resource" -> "525 xception/block8_sepconv1/Sigmoid_1/ReadVariableOp"; -"525 xception/block8_sepconv1/Sigmoid_1/ReadVariableOp" -> "526 xception/block8_sepconv1/Sigmoid_1"; -"526 xception/block8_sepconv1/Sigmoid_1" -> "527 xception/block8_sepconv1/Round_1"; -"527 xception/block8_sepconv1/Round_1" -> "530 xception/block8_sepconv1/mul_1"; -"528 xception/block8_sepconv1/ReadVariableOp_1/resource" -> "529 xception/block8_sepconv1/ReadVariableOp_1"; -"529 xception/block8_sepconv1/ReadVariableOp_1" -> "530 xception/block8_sepconv1/mul_1"; -"530 xception/block8_sepconv1/mul_1" -> "534 xception/block8_sepconv1/separable_conv2d"; -"533 xception/block8_sepconv1/separable_conv2d/depthwise" -> "534 xception/block8_sepconv1/separable_conv2d"; -"534 xception/block8_sepconv1/separable_conv2d" -> "543 xception/block8_sepconv1_bn/FusedBatchNormV3"; -"535 xception/block8_sepconv1_bn/ReadVariableOp/resource" -> "536 xception/block8_sepconv1_bn/ReadVariableOp"; -"536 xception/block8_sepconv1_bn/ReadVariableOp" -> "543 xception/block8_sepconv1_bn/FusedBatchNormV3"; -"537 xception/block8_sepconv1_bn/ReadVariableOp_1/resource" -> "538 xception/block8_sepconv1_bn/ReadVariableOp_1"; 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xception/block8_sepconv2/Sigmoid/ReadVariableOp" -> "547 xception/block8_sepconv2/Sigmoid"; -"547 xception/block8_sepconv2/Sigmoid" -> "548 xception/block8_sepconv2/Round"; -"548 xception/block8_sepconv2/Round" -> "551 xception/block8_sepconv2/mul"; -"549 xception/block8_sepconv2/ReadVariableOp/resource" -> "550 xception/block8_sepconv2/ReadVariableOp"; -"550 xception/block8_sepconv2/ReadVariableOp" -> "551 xception/block8_sepconv2/mul"; -"551 xception/block8_sepconv2/mul" -> "561 xception/block8_sepconv2/separable_conv2d/depthwise"; -"552 xception/block8_sepconv2/Sigmoid_1/ReadVariableOp/resource" -> "553 xception/block8_sepconv2/Sigmoid_1/ReadVariableOp"; -"553 xception/block8_sepconv2/Sigmoid_1/ReadVariableOp" -> "554 xception/block8_sepconv2/Sigmoid_1"; -"554 xception/block8_sepconv2/Sigmoid_1" -> "555 xception/block8_sepconv2/Round_1"; -"555 xception/block8_sepconv2/Round_1" -> "558 xception/block8_sepconv2/mul_1"; -"556 xception/block8_sepconv2/ReadVariableOp_1/resource" -> "557 xception/block8_sepconv2/ReadVariableOp_1"; -"557 xception/block8_sepconv2/ReadVariableOp_1" -> "558 xception/block8_sepconv2/mul_1"; -"558 xception/block8_sepconv2/mul_1" -> "562 xception/block8_sepconv2/separable_conv2d"; -"561 xception/block8_sepconv2/separable_conv2d/depthwise" -> "562 xception/block8_sepconv2/separable_conv2d"; -"562 xception/block8_sepconv2/separable_conv2d" -> "571 xception/block8_sepconv2_bn/FusedBatchNormV3"; -"563 xception/block8_sepconv2_bn/ReadVariableOp/resource" -> "564 xception/block8_sepconv2_bn/ReadVariableOp"; -"564 xception/block8_sepconv2_bn/ReadVariableOp" -> "571 xception/block8_sepconv2_bn/FusedBatchNormV3"; -"565 xception/block8_sepconv2_bn/ReadVariableOp_1/resource" -> "566 xception/block8_sepconv2_bn/ReadVariableOp_1"; -"566 xception/block8_sepconv2_bn/ReadVariableOp_1" -> "571 xception/block8_sepconv2_bn/FusedBatchNormV3"; -"567 xception/block8_sepconv2_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "568 xception/block8_sepconv2_bn/FusedBatchNormV3/ReadVariableOp"; -"568 xception/block8_sepconv2_bn/FusedBatchNormV3/ReadVariableOp" -> "571 xception/block8_sepconv2_bn/FusedBatchNormV3"; -"569 xception/block8_sepconv2_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "570 xception/block8_sepconv2_bn/FusedBatchNormV3/ReadVariableOp_1"; -"570 xception/block8_sepconv2_bn/FusedBatchNormV3/ReadVariableOp_1" -> "571 xception/block8_sepconv2_bn/FusedBatchNormV3"; -"571 xception/block8_sepconv2_bn/FusedBatchNormV3" -> "572 xception/block8_sepconv3_act/Relu"; -"572 xception/block8_sepconv3_act/Relu" -> "589 xception/block8_sepconv3/separable_conv2d/depthwise"; -"573 xception/block8_sepconv3/Sigmoid/ReadVariableOp/resource" -> "574 xception/block8_sepconv3/Sigmoid/ReadVariableOp"; -"574 xception/block8_sepconv3/Sigmoid/ReadVariableOp" -> "575 xception/block8_sepconv3/Sigmoid"; -"575 xception/block8_sepconv3/Sigmoid" -> "576 xception/block8_sepconv3/Round"; -"576 xception/block8_sepconv3/Round" -> 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xception/block8_sepconv3/separable_conv2d"; -"589 xception/block8_sepconv3/separable_conv2d/depthwise" -> "590 xception/block8_sepconv3/separable_conv2d"; -"590 xception/block8_sepconv3/separable_conv2d" -> "599 xception/block8_sepconv3_bn/FusedBatchNormV3"; -"591 xception/block8_sepconv3_bn/ReadVariableOp/resource" -> "592 xception/block8_sepconv3_bn/ReadVariableOp"; -"592 xception/block8_sepconv3_bn/ReadVariableOp" -> "599 xception/block8_sepconv3_bn/FusedBatchNormV3"; -"593 xception/block8_sepconv3_bn/ReadVariableOp_1/resource" -> "594 xception/block8_sepconv3_bn/ReadVariableOp_1"; -"594 xception/block8_sepconv3_bn/ReadVariableOp_1" -> "599 xception/block8_sepconv3_bn/FusedBatchNormV3"; -"595 xception/block8_sepconv3_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "596 xception/block8_sepconv3_bn/FusedBatchNormV3/ReadVariableOp"; -"596 xception/block8_sepconv3_bn/FusedBatchNormV3/ReadVariableOp" -> "599 xception/block8_sepconv3_bn/FusedBatchNormV3"; -"597 xception/block8_sepconv3_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "598 xception/block8_sepconv3_bn/FusedBatchNormV3/ReadVariableOp_1"; -"598 xception/block8_sepconv3_bn/FusedBatchNormV3/ReadVariableOp_1" -> "599 xception/block8_sepconv3_bn/FusedBatchNormV3"; -"599 xception/block8_sepconv3_bn/FusedBatchNormV3" -> "600 xception/add_6/add"; -"600 xception/add_6/add" -> "601 xception/block9_sepconv1_act/Relu"; -"600 xception/add_6/add" -> "685 xception/add_7/add"; -"601 xception/block9_sepconv1_act/Relu" -> "618 xception/block9_sepconv1/separable_conv2d/depthwise"; -"602 xception/block9_sepconv1/Sigmoid/ReadVariableOp/resource" -> "603 xception/block9_sepconv1/Sigmoid/ReadVariableOp"; -"603 xception/block9_sepconv1/Sigmoid/ReadVariableOp" -> "604 xception/block9_sepconv1/Sigmoid"; -"604 xception/block9_sepconv1/Sigmoid" -> "605 xception/block9_sepconv1/Round"; -"605 xception/block9_sepconv1/Round" -> "608 xception/block9_sepconv1/mul"; -"606 xception/block9_sepconv1/ReadVariableOp/resource" -> "607 xception/block9_sepconv1/ReadVariableOp"; -"607 xception/block9_sepconv1/ReadVariableOp" -> "608 xception/block9_sepconv1/mul"; -"608 xception/block9_sepconv1/mul" -> "618 xception/block9_sepconv1/separable_conv2d/depthwise"; -"609 xception/block9_sepconv1/Sigmoid_1/ReadVariableOp/resource" -> "610 xception/block9_sepconv1/Sigmoid_1/ReadVariableOp"; -"610 xception/block9_sepconv1/Sigmoid_1/ReadVariableOp" -> "611 xception/block9_sepconv1/Sigmoid_1"; -"611 xception/block9_sepconv1/Sigmoid_1" -> "612 xception/block9_sepconv1/Round_1"; -"612 xception/block9_sepconv1/Round_1" -> "615 xception/block9_sepconv1/mul_1"; -"613 xception/block9_sepconv1/ReadVariableOp_1/resource" -> "614 xception/block9_sepconv1/ReadVariableOp_1"; -"614 xception/block9_sepconv1/ReadVariableOp_1" -> "615 xception/block9_sepconv1/mul_1"; -"615 xception/block9_sepconv1/mul_1" -> "619 xception/block9_sepconv1/separable_conv2d"; -"618 xception/block9_sepconv1/separable_conv2d/depthwise" -> "619 xception/block9_sepconv1/separable_conv2d"; -"619 xception/block9_sepconv1/separable_conv2d" -> "628 xception/block9_sepconv1_bn/FusedBatchNormV3"; -"620 xception/block9_sepconv1_bn/ReadVariableOp/resource" -> "621 xception/block9_sepconv1_bn/ReadVariableOp"; -"621 xception/block9_sepconv1_bn/ReadVariableOp" -> "628 xception/block9_sepconv1_bn/FusedBatchNormV3"; -"622 xception/block9_sepconv1_bn/ReadVariableOp_1/resource" -> "623 xception/block9_sepconv1_bn/ReadVariableOp_1"; -"623 xception/block9_sepconv1_bn/ReadVariableOp_1" -> "628 xception/block9_sepconv1_bn/FusedBatchNormV3"; -"624 xception/block9_sepconv1_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "625 xception/block9_sepconv1_bn/FusedBatchNormV3/ReadVariableOp"; -"625 xception/block9_sepconv1_bn/FusedBatchNormV3/ReadVariableOp" -> "628 xception/block9_sepconv1_bn/FusedBatchNormV3"; -"626 xception/block9_sepconv1_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> 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xception/block9_sepconv2_bn/FusedBatchNormV3" -> "657 xception/block9_sepconv3_act/Relu"; -"657 xception/block9_sepconv3_act/Relu" -> "674 xception/block9_sepconv3/separable_conv2d/depthwise"; -"658 xception/block9_sepconv3/Sigmoid/ReadVariableOp/resource" -> "659 xception/block9_sepconv3/Sigmoid/ReadVariableOp"; -"659 xception/block9_sepconv3/Sigmoid/ReadVariableOp" -> "660 xception/block9_sepconv3/Sigmoid"; -"660 xception/block9_sepconv3/Sigmoid" -> "661 xception/block9_sepconv3/Round"; -"661 xception/block9_sepconv3/Round" -> "664 xception/block9_sepconv3/mul"; -"662 xception/block9_sepconv3/ReadVariableOp/resource" -> "663 xception/block9_sepconv3/ReadVariableOp"; -"663 xception/block9_sepconv3/ReadVariableOp" -> "664 xception/block9_sepconv3/mul"; -"664 xception/block9_sepconv3/mul" -> "674 xception/block9_sepconv3/separable_conv2d/depthwise"; -"665 xception/block9_sepconv3/Sigmoid_1/ReadVariableOp/resource" -> "666 xception/block9_sepconv3/Sigmoid_1/ReadVariableOp"; -"666 xception/block9_sepconv3/Sigmoid_1/ReadVariableOp" -> "667 xception/block9_sepconv3/Sigmoid_1"; -"667 xception/block9_sepconv3/Sigmoid_1" -> "668 xception/block9_sepconv3/Round_1"; -"668 xception/block9_sepconv3/Round_1" -> "671 xception/block9_sepconv3/mul_1"; -"669 xception/block9_sepconv3/ReadVariableOp_1/resource" -> "670 xception/block9_sepconv3/ReadVariableOp_1"; -"670 xception/block9_sepconv3/ReadVariableOp_1" -> "671 xception/block9_sepconv3/mul_1"; -"671 xception/block9_sepconv3/mul_1" -> "675 xception/block9_sepconv3/separable_conv2d"; -"674 xception/block9_sepconv3/separable_conv2d/depthwise" -> "675 xception/block9_sepconv3/separable_conv2d"; -"675 xception/block9_sepconv3/separable_conv2d" -> "684 xception/block9_sepconv3_bn/FusedBatchNormV3"; -"676 xception/block9_sepconv3_bn/ReadVariableOp/resource" -> "677 xception/block9_sepconv3_bn/ReadVariableOp"; -"677 xception/block9_sepconv3_bn/ReadVariableOp" -> "684 xception/block9_sepconv3_bn/FusedBatchNormV3"; -"678 xception/block9_sepconv3_bn/ReadVariableOp_1/resource" -> "679 xception/block9_sepconv3_bn/ReadVariableOp_1"; -"679 xception/block9_sepconv3_bn/ReadVariableOp_1" -> "684 xception/block9_sepconv3_bn/FusedBatchNormV3"; -"680 xception/block9_sepconv3_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "681 xception/block9_sepconv3_bn/FusedBatchNormV3/ReadVariableOp"; -"681 xception/block9_sepconv3_bn/FusedBatchNormV3/ReadVariableOp" -> "684 xception/block9_sepconv3_bn/FusedBatchNormV3"; -"682 xception/block9_sepconv3_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "683 xception/block9_sepconv3_bn/FusedBatchNormV3/ReadVariableOp_1"; -"683 xception/block9_sepconv3_bn/FusedBatchNormV3/ReadVariableOp_1" -> "684 xception/block9_sepconv3_bn/FusedBatchNormV3"; -"684 xception/block9_sepconv3_bn/FusedBatchNormV3" -> "685 xception/add_7/add"; -"685 xception/add_7/add" -> "686 xception/block10_sepconv1_act/Relu"; -"685 xception/add_7/add" -> "770 xception/add_8/add"; -"686 xception/block10_sepconv1_act/Relu" -> "703 xception/block10_sepconv1/separable_conv2d/depthwise"; -"687 xception/block10_sepconv1/Sigmoid/ReadVariableOp/resource" -> "688 xception/block10_sepconv1/Sigmoid/ReadVariableOp"; -"688 xception/block10_sepconv1/Sigmoid/ReadVariableOp" -> "689 xception/block10_sepconv1/Sigmoid"; -"689 xception/block10_sepconv1/Sigmoid" -> "690 xception/block10_sepconv1/Round"; -"690 xception/block10_sepconv1/Round" -> "693 xception/block10_sepconv1/mul"; -"691 xception/block10_sepconv1/ReadVariableOp/resource" -> "692 xception/block10_sepconv1/ReadVariableOp"; -"692 xception/block10_sepconv1/ReadVariableOp" -> "693 xception/block10_sepconv1/mul"; -"693 xception/block10_sepconv1/mul" -> "703 xception/block10_sepconv1/separable_conv2d/depthwise"; -"694 xception/block10_sepconv1/Sigmoid_1/ReadVariableOp/resource" -> "695 xception/block10_sepconv1/Sigmoid_1/ReadVariableOp"; -"695 xception/block10_sepconv1/Sigmoid_1/ReadVariableOp" -> "696 xception/block10_sepconv1/Sigmoid_1"; -"696 xception/block10_sepconv1/Sigmoid_1" -> "697 xception/block10_sepconv1/Round_1"; -"697 xception/block10_sepconv1/Round_1" -> "700 xception/block10_sepconv1/mul_1"; -"698 xception/block10_sepconv1/ReadVariableOp_1/resource" -> "699 xception/block10_sepconv1/ReadVariableOp_1"; -"699 xception/block10_sepconv1/ReadVariableOp_1" -> "700 xception/block10_sepconv1/mul_1"; -"700 xception/block10_sepconv1/mul_1" -> "704 xception/block10_sepconv1/separable_conv2d"; -"703 xception/block10_sepconv1/separable_conv2d/depthwise" -> "704 xception/block10_sepconv1/separable_conv2d"; -"704 xception/block10_sepconv1/separable_conv2d" -> "713 xception/block10_sepconv1_bn/FusedBatchNormV3"; -"705 xception/block10_sepconv1_bn/ReadVariableOp/resource" -> "706 xception/block10_sepconv1_bn/ReadVariableOp"; -"706 xception/block10_sepconv1_bn/ReadVariableOp" -> "713 xception/block10_sepconv1_bn/FusedBatchNormV3"; -"707 xception/block10_sepconv1_bn/ReadVariableOp_1/resource" -> "708 xception/block10_sepconv1_bn/ReadVariableOp_1"; -"708 xception/block10_sepconv1_bn/ReadVariableOp_1" -> "713 xception/block10_sepconv1_bn/FusedBatchNormV3"; -"709 xception/block10_sepconv1_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "710 xception/block10_sepconv1_bn/FusedBatchNormV3/ReadVariableOp"; -"710 xception/block10_sepconv1_bn/FusedBatchNormV3/ReadVariableOp" -> "713 xception/block10_sepconv1_bn/FusedBatchNormV3"; -"711 xception/block10_sepconv1_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "712 xception/block10_sepconv1_bn/FusedBatchNormV3/ReadVariableOp_1"; -"712 xception/block10_sepconv1_bn/FusedBatchNormV3/ReadVariableOp_1" -> "713 xception/block10_sepconv1_bn/FusedBatchNormV3"; -"713 xception/block10_sepconv1_bn/FusedBatchNormV3" -> "714 xception/block10_sepconv2_act/Relu"; -"714 xception/block10_sepconv2_act/Relu" -> "731 xception/block10_sepconv2/separable_conv2d/depthwise"; -"715 xception/block10_sepconv2/Sigmoid/ReadVariableOp/resource" -> "716 xception/block10_sepconv2/Sigmoid/ReadVariableOp"; -"716 xception/block10_sepconv2/Sigmoid/ReadVariableOp" -> "717 xception/block10_sepconv2/Sigmoid"; -"717 xception/block10_sepconv2/Sigmoid" -> "718 xception/block10_sepconv2/Round"; -"718 xception/block10_sepconv2/Round" -> "721 xception/block10_sepconv2/mul"; -"719 xception/block10_sepconv2/ReadVariableOp/resource" -> "720 xception/block10_sepconv2/ReadVariableOp"; -"720 xception/block10_sepconv2/ReadVariableOp" -> "721 xception/block10_sepconv2/mul"; -"721 xception/block10_sepconv2/mul" -> "731 xception/block10_sepconv2/separable_conv2d/depthwise"; -"722 xception/block10_sepconv2/Sigmoid_1/ReadVariableOp/resource" -> "723 xception/block10_sepconv2/Sigmoid_1/ReadVariableOp"; -"723 xception/block10_sepconv2/Sigmoid_1/ReadVariableOp" -> "724 xception/block10_sepconv2/Sigmoid_1"; -"724 xception/block10_sepconv2/Sigmoid_1" -> "725 xception/block10_sepconv2/Round_1"; -"725 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xception/block13_sepconv1_act/Relu"; -"940 xception/add_10/add" -> "995 xception/conv2d_3/Conv2D"; -"941 xception/block13_sepconv1_act/Relu" -> "958 xception/block13_sepconv1/separable_conv2d/depthwise"; -"942 xception/block13_sepconv1/Sigmoid/ReadVariableOp/resource" -> "943 xception/block13_sepconv1/Sigmoid/ReadVariableOp"; -"943 xception/block13_sepconv1/Sigmoid/ReadVariableOp" -> "944 xception/block13_sepconv1/Sigmoid"; -"944 xception/block13_sepconv1/Sigmoid" -> "945 xception/block13_sepconv1/Round"; -"945 xception/block13_sepconv1/Round" -> "948 xception/block13_sepconv1/mul"; -"946 xception/block13_sepconv1/ReadVariableOp/resource" -> "947 xception/block13_sepconv1/ReadVariableOp"; -"947 xception/block13_sepconv1/ReadVariableOp" -> "948 xception/block13_sepconv1/mul"; -"948 xception/block13_sepconv1/mul" -> "958 xception/block13_sepconv1/separable_conv2d/depthwise"; -"949 xception/block13_sepconv1/Sigmoid_1/ReadVariableOp/resource" -> "950 xception/block13_sepconv1/Sigmoid_1/ReadVariableOp"; -"950 xception/block13_sepconv1/Sigmoid_1/ReadVariableOp" -> "951 xception/block13_sepconv1/Sigmoid_1"; -"951 xception/block13_sepconv1/Sigmoid_1" -> "952 xception/block13_sepconv1/Round_1"; -"952 xception/block13_sepconv1/Round_1" -> "955 xception/block13_sepconv1/mul_1"; -"953 xception/block13_sepconv1/ReadVariableOp_1/resource" -> "954 xception/block13_sepconv1/ReadVariableOp_1"; -"954 xception/block13_sepconv1/ReadVariableOp_1" -> "955 xception/block13_sepconv1/mul_1"; -"955 xception/block13_sepconv1/mul_1" -> "959 xception/block13_sepconv1/separable_conv2d"; -"958 xception/block13_sepconv1/separable_conv2d/depthwise" -> "959 xception/block13_sepconv1/separable_conv2d"; -"959 xception/block13_sepconv1/separable_conv2d" -> "968 xception/block13_sepconv1_bn/FusedBatchNormV3"; -"960 xception/block13_sepconv1_bn/ReadVariableOp/resource" -> "961 xception/block13_sepconv1_bn/ReadVariableOp"; -"961 xception/block13_sepconv1_bn/ReadVariableOp" -> "968 xception/block13_sepconv1_bn/FusedBatchNormV3"; -"962 xception/block13_sepconv1_bn/ReadVariableOp_1/resource" -> "963 xception/block13_sepconv1_bn/ReadVariableOp_1"; -"963 xception/block13_sepconv1_bn/ReadVariableOp_1" -> "968 xception/block13_sepconv1_bn/FusedBatchNormV3"; -"964 xception/block13_sepconv1_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "965 xception/block13_sepconv1_bn/FusedBatchNormV3/ReadVariableOp"; -"965 xception/block13_sepconv1_bn/FusedBatchNormV3/ReadVariableOp" -> "968 xception/block13_sepconv1_bn/FusedBatchNormV3"; -"966 xception/block13_sepconv1_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "967 xception/block13_sepconv1_bn/FusedBatchNormV3/ReadVariableOp_1"; -"967 xception/block13_sepconv1_bn/FusedBatchNormV3/ReadVariableOp_1" -> "968 xception/block13_sepconv1_bn/FusedBatchNormV3"; -"968 xception/block13_sepconv1_bn/FusedBatchNormV3" -> "969 xception/block13_sepconv2_act/Relu"; -"969 xception/block13_sepconv2_act/Relu" -> "986 xception/block13_sepconv2/separable_conv2d/depthwise"; -"970 xception/block13_sepconv2/Sigmoid/ReadVariableOp/resource" -> "971 xception/block13_sepconv2/Sigmoid/ReadVariableOp"; -"971 xception/block13_sepconv2/Sigmoid/ReadVariableOp" -> "972 xception/block13_sepconv2/Sigmoid"; -"972 xception/block13_sepconv2/Sigmoid" -> "973 xception/block13_sepconv2/Round"; -"973 xception/block13_sepconv2/Round" -> "976 xception/block13_sepconv2/mul"; -"974 xception/block13_sepconv2/ReadVariableOp/resource" -> "975 xception/block13_sepconv2/ReadVariableOp"; -"975 xception/block13_sepconv2/ReadVariableOp" -> "976 xception/block13_sepconv2/mul"; -"976 xception/block13_sepconv2/mul" -> "986 xception/block13_sepconv2/separable_conv2d/depthwise"; -"977 xception/block13_sepconv2/Sigmoid_1/ReadVariableOp/resource" -> "978 xception/block13_sepconv2/Sigmoid_1/ReadVariableOp"; -"978 xception/block13_sepconv2/Sigmoid_1/ReadVariableOp" -> "979 xception/block13_sepconv2/Sigmoid_1"; -"979 xception/block13_sepconv2/Sigmoid_1" -> "980 xception/block13_sepconv2/Round_1"; -"980 xception/block13_sepconv2/Round_1" -> "983 xception/block13_sepconv2/mul_1"; -"981 xception/block13_sepconv2/ReadVariableOp_1/resource" -> "982 xception/block13_sepconv2/ReadVariableOp_1"; -"982 xception/block13_sepconv2/ReadVariableOp_1" -> "983 xception/block13_sepconv2/mul_1"; -"983 xception/block13_sepconv2/mul_1" -> "987 xception/block13_sepconv2/separable_conv2d"; -"986 xception/block13_sepconv2/separable_conv2d/depthwise" -> "987 xception/block13_sepconv2/separable_conv2d"; -"987 xception/block13_sepconv2/separable_conv2d" -> "1004 xception/block13_sepconv2_bn/FusedBatchNormV3"; -"988 xception/conv2d_3/Sigmoid/ReadVariableOp/resource" -> "989 xception/conv2d_3/Sigmoid/ReadVariableOp"; -"989 xception/conv2d_3/Sigmoid/ReadVariableOp" -> "990 xception/conv2d_3/Sigmoid"; -"990 xception/conv2d_3/Sigmoid" -> "991 xception/conv2d_3/Round"; -"991 xception/conv2d_3/Round" -> "994 xception/conv2d_3/mul"; -"992 xception/conv2d_3/ReadVariableOp/resource" -> "993 xception/conv2d_3/ReadVariableOp"; -"993 xception/conv2d_3/ReadVariableOp" -> "994 xception/conv2d_3/mul"; -"994 xception/conv2d_3/mul" -> "995 xception/conv2d_3/Conv2D"; -"995 xception/conv2d_3/Conv2D" -> "1014 xception/batch_normalization_3/FusedBatchNormV3"; -"996 xception/block13_sepconv2_bn/ReadVariableOp/resource" -> "997 xception/block13_sepconv2_bn/ReadVariableOp"; -"997 xception/block13_sepconv2_bn/ReadVariableOp" -> "1004 xception/block13_sepconv2_bn/FusedBatchNormV3"; -"998 xception/block13_sepconv2_bn/ReadVariableOp_1/resource" -> "999 xception/block13_sepconv2_bn/ReadVariableOp_1"; -"999 xception/block13_sepconv2_bn/ReadVariableOp_1" -> "1004 xception/block13_sepconv2_bn/FusedBatchNormV3"; -"1000 xception/block13_sepconv2_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "1001 xception/block13_sepconv2_bn/FusedBatchNormV3/ReadVariableOp"; -"1001 xception/block13_sepconv2_bn/FusedBatchNormV3/ReadVariableOp" -> "1004 xception/block13_sepconv2_bn/FusedBatchNormV3"; -"1002 xception/block13_sepconv2_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1003 xception/block13_sepconv2_bn/FusedBatchNormV3/ReadVariableOp_1"; -"1003 xception/block13_sepconv2_bn/FusedBatchNormV3/ReadVariableOp_1" -> "1004 xception/block13_sepconv2_bn/FusedBatchNormV3"; -"1004 xception/block13_sepconv2_bn/FusedBatchNormV3" -> "1005 xception/block13_pool/MaxPool"; -"1005 xception/block13_pool/MaxPool" -> "1015 xception/add_11/add"; -"1006 xception/batch_normalization_3/ReadVariableOp/resource" -> "1007 xception/batch_normalization_3/ReadVariableOp"; -"1007 xception/batch_normalization_3/ReadVariableOp" -> "1014 xception/batch_normalization_3/FusedBatchNormV3"; -"1008 xception/batch_normalization_3/ReadVariableOp_1/resource" -> "1009 xception/batch_normalization_3/ReadVariableOp_1"; -"1009 xception/batch_normalization_3/ReadVariableOp_1" -> "1014 xception/batch_normalization_3/FusedBatchNormV3"; -"1010 xception/batch_normalization_3/FusedBatchNormV3/ReadVariableOp/resource" -> "1011 xception/batch_normalization_3/FusedBatchNormV3/ReadVariableOp"; -"1011 xception/batch_normalization_3/FusedBatchNormV3/ReadVariableOp" -> "1014 xception/batch_normalization_3/FusedBatchNormV3"; -"1012 xception/batch_normalization_3/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1013 xception/batch_normalization_3/FusedBatchNormV3/ReadVariableOp_1"; -"1013 xception/batch_normalization_3/FusedBatchNormV3/ReadVariableOp_1" -> "1014 xception/batch_normalization_3/FusedBatchNormV3"; -"1014 xception/batch_normalization_3/FusedBatchNormV3" -> "1015 xception/add_11/add"; -"1015 xception/add_11/add" -> "1032 xception/block14_sepconv1/separable_conv2d/depthwise"; -"1016 xception/block14_sepconv1/Sigmoid/ReadVariableOp/resource" -> "1017 xception/block14_sepconv1/Sigmoid/ReadVariableOp"; -"1017 xception/block14_sepconv1/Sigmoid/ReadVariableOp" -> "1018 xception/block14_sepconv1/Sigmoid"; -"1018 xception/block14_sepconv1/Sigmoid" -> "1019 xception/block14_sepconv1/Round"; -"1019 xception/block14_sepconv1/Round" -> "1022 xception/block14_sepconv1/mul"; -"1020 xception/block14_sepconv1/ReadVariableOp/resource" -> "1021 xception/block14_sepconv1/ReadVariableOp"; -"1021 xception/block14_sepconv1/ReadVariableOp" -> "1022 xception/block14_sepconv1/mul"; -"1022 xception/block14_sepconv1/mul" -> "1032 xception/block14_sepconv1/separable_conv2d/depthwise"; -"1023 xception/block14_sepconv1/Sigmoid_1/ReadVariableOp/resource" -> "1024 xception/block14_sepconv1/Sigmoid_1/ReadVariableOp"; -"1024 xception/block14_sepconv1/Sigmoid_1/ReadVariableOp" -> "1025 xception/block14_sepconv1/Sigmoid_1"; -"1025 xception/block14_sepconv1/Sigmoid_1" -> "1026 xception/block14_sepconv1/Round_1"; -"1026 xception/block14_sepconv1/Round_1" -> "1029 xception/block14_sepconv1/mul_1"; -"1027 xception/block14_sepconv1/ReadVariableOp_1/resource" -> "1028 xception/block14_sepconv1/ReadVariableOp_1"; -"1028 xception/block14_sepconv1/ReadVariableOp_1" -> "1029 xception/block14_sepconv1/mul_1"; -"1029 xception/block14_sepconv1/mul_1" -> "1033 xception/block14_sepconv1/separable_conv2d"; -"1032 xception/block14_sepconv1/separable_conv2d/depthwise" -> "1033 xception/block14_sepconv1/separable_conv2d"; -"1033 xception/block14_sepconv1/separable_conv2d" -> "1042 xception/block14_sepconv1_bn/FusedBatchNormV3"; -"1034 xception/block14_sepconv1_bn/ReadVariableOp/resource" -> "1035 xception/block14_sepconv1_bn/ReadVariableOp"; -"1035 xception/block14_sepconv1_bn/ReadVariableOp" -> "1042 xception/block14_sepconv1_bn/FusedBatchNormV3"; -"1036 xception/block14_sepconv1_bn/ReadVariableOp_1/resource" -> "1037 xception/block14_sepconv1_bn/ReadVariableOp_1"; -"1037 xception/block14_sepconv1_bn/ReadVariableOp_1" -> "1042 xception/block14_sepconv1_bn/FusedBatchNormV3"; -"1038 xception/block14_sepconv1_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "1039 xception/block14_sepconv1_bn/FusedBatchNormV3/ReadVariableOp"; -"1039 xception/block14_sepconv1_bn/FusedBatchNormV3/ReadVariableOp" -> "1042 xception/block14_sepconv1_bn/FusedBatchNormV3"; -"1040 xception/block14_sepconv1_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1041 xception/block14_sepconv1_bn/FusedBatchNormV3/ReadVariableOp_1"; -"1041 xception/block14_sepconv1_bn/FusedBatchNormV3/ReadVariableOp_1" -> "1042 xception/block14_sepconv1_bn/FusedBatchNormV3"; -"1042 xception/block14_sepconv1_bn/FusedBatchNormV3" -> "1043 xception/block14_sepconv1_act/Relu"; -"1043 xception/block14_sepconv1_act/Relu" -> "1060 xception/block14_sepconv2/separable_conv2d/depthwise"; -"1044 xception/block14_sepconv2/Sigmoid/ReadVariableOp/resource" -> "1045 xception/block14_sepconv2/Sigmoid/ReadVariableOp"; -"1045 xception/block14_sepconv2/Sigmoid/ReadVariableOp" -> "1046 xception/block14_sepconv2/Sigmoid"; -"1046 xception/block14_sepconv2/Sigmoid" -> "1047 xception/block14_sepconv2/Round"; -"1047 xception/block14_sepconv2/Round" -> "1050 xception/block14_sepconv2/mul"; -"1048 xception/block14_sepconv2/ReadVariableOp/resource" -> "1049 xception/block14_sepconv2/ReadVariableOp"; -"1049 xception/block14_sepconv2/ReadVariableOp" -> "1050 xception/block14_sepconv2/mul"; -"1050 xception/block14_sepconv2/mul" -> "1060 xception/block14_sepconv2/separable_conv2d/depthwise"; -"1051 xception/block14_sepconv2/Sigmoid_1/ReadVariableOp/resource" -> "1052 xception/block14_sepconv2/Sigmoid_1/ReadVariableOp"; -"1052 xception/block14_sepconv2/Sigmoid_1/ReadVariableOp" -> "1053 xception/block14_sepconv2/Sigmoid_1"; -"1053 xception/block14_sepconv2/Sigmoid_1" -> "1054 xception/block14_sepconv2/Round_1"; -"1054 xception/block14_sepconv2/Round_1" -> "1057 xception/block14_sepconv2/mul_1"; -"1055 xception/block14_sepconv2/ReadVariableOp_1/resource" -> "1056 xception/block14_sepconv2/ReadVariableOp_1"; -"1056 xception/block14_sepconv2/ReadVariableOp_1" -> "1057 xception/block14_sepconv2/mul_1"; -"1057 xception/block14_sepconv2/mul_1" -> "1061 xception/block14_sepconv2/separable_conv2d"; -"1060 xception/block14_sepconv2/separable_conv2d/depthwise" -> "1061 xception/block14_sepconv2/separable_conv2d"; -"1061 xception/block14_sepconv2/separable_conv2d" -> "1070 xception/block14_sepconv2_bn/FusedBatchNormV3"; -"1062 xception/block14_sepconv2_bn/ReadVariableOp/resource" -> "1063 xception/block14_sepconv2_bn/ReadVariableOp"; -"1063 xception/block14_sepconv2_bn/ReadVariableOp" -> "1070 xception/block14_sepconv2_bn/FusedBatchNormV3"; -"1064 xception/block14_sepconv2_bn/ReadVariableOp_1/resource" -> "1065 xception/block14_sepconv2_bn/ReadVariableOp_1"; -"1065 xception/block14_sepconv2_bn/ReadVariableOp_1" -> "1070 xception/block14_sepconv2_bn/FusedBatchNormV3"; -"1066 xception/block14_sepconv2_bn/FusedBatchNormV3/ReadVariableOp/resource" -> "1067 xception/block14_sepconv2_bn/FusedBatchNormV3/ReadVariableOp"; -"1067 xception/block14_sepconv2_bn/FusedBatchNormV3/ReadVariableOp" -> "1070 xception/block14_sepconv2_bn/FusedBatchNormV3"; -"1068 xception/block14_sepconv2_bn/FusedBatchNormV3/ReadVariableOp_1/resource" -> "1069 xception/block14_sepconv2_bn/FusedBatchNormV3/ReadVariableOp_1"; -"1069 xception/block14_sepconv2_bn/FusedBatchNormV3/ReadVariableOp_1" -> "1070 xception/block14_sepconv2_bn/FusedBatchNormV3"; -"1070 xception/block14_sepconv2_bn/FusedBatchNormV3" -> "1071 xception/block14_sepconv2_act/Relu"; -"1071 xception/block14_sepconv2_act/Relu" -> "1073 xception/avg_pool/Mean"; -"1072 xception/avg_pool/Mean/reduction_indices" -> "1073 xception/avg_pool/Mean"; -"1073 xception/avg_pool/Mean" -> "1081 xception/predictions/MatMul"; -"1074 xception/predictions/Sigmoid/ReadVariableOp/resource" -> "1075 xception/predictions/Sigmoid/ReadVariableOp"; -"1075 xception/predictions/Sigmoid/ReadVariableOp" -> "1076 xception/predictions/Sigmoid"; -"1076 xception/predictions/Sigmoid" -> "1077 xception/predictions/Round"; -"1077 xception/predictions/Round" -> "1080 xception/predictions/mul"; -"1078 xception/predictions/ReadVariableOp/resource" -> "1079 xception/predictions/ReadVariableOp"; -"1079 xception/predictions/ReadVariableOp" -> "1080 xception/predictions/mul"; -"1080 xception/predictions/mul" -> "1081 xception/predictions/MatMul"; -"1081 xception/predictions/MatMul" -> "1084 xception/predictions/BiasAdd"; -"1082 xception/predictions/BiasAdd/ReadVariableOp/resource" -> "1083 xception/predictions/BiasAdd/ReadVariableOp"; -"1083 xception/predictions/BiasAdd/ReadVariableOp" -> "1084 xception/predictions/BiasAdd"; -"1084 xception/predictions/BiasAdd" -> "1085 xception/predictions/Softmax"; -"1085 xception/predictions/Softmax" -> "1086 Identity"; -} diff --git a/tests/tensorflow/data/reference_graphs/2.8/sparsity/rb_sparsity/yolo_v4.dot b/tests/tensorflow/data/reference_graphs/2.8/sparsity/rb_sparsity/yolo_v4.dot deleted file mode 100644 index 1de3f5e9d72..00000000000 --- a/tests/tensorflow/data/reference_graphs/2.8/sparsity/rb_sparsity/yolo_v4.dot +++ /dev/null @@ -1,6063 +0,0 @@ -strict digraph { -"0 args_0" [id=0, op=Placeholder]; -"1 yolo_v4/conv2d/Sigmoid/ReadVariableOp/resource" [id=1, op=Placeholder]; -"2 yolo_v4/conv2d/Sigmoid/ReadVariableOp" [id=2, op=ReadVariableOp]; -"3 yolo_v4/conv2d/Sigmoid" [id=3, op=Sigmoid]; -"4 yolo_v4/conv2d/Round" [id=4, op=Round]; -"5 yolo_v4/conv2d/ReadVariableOp/resource" [id=5, op=Placeholder]; -"6 yolo_v4/conv2d/ReadVariableOp" [id=6, op=ReadVariableOp]; -"7 yolo_v4/conv2d/mul" [id=7, op=Mul]; -"8 yolo_v4/conv2d/Conv2D" [id=8, op=Conv2D]; -"9 yolo_v4/sync_batch_normalization/batchnorm/ReadVariableOp/resource" [id=9, op=Placeholder]; -"10 yolo_v4/sync_batch_normalization/batchnorm/ReadVariableOp" [id=10, op=ReadVariableOp]; -"11 yolo_v4/sync_batch_normalization/batchnorm/add/y" [id=11, op=Const]; -"12 yolo_v4/sync_batch_normalization/batchnorm/add" [id=12, op=AddV2]; -"13 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yolo_v4/sync_batch_normalization_92/batchnorm/mul/ReadVariableOp/resource" [id=2842, op=Placeholder]; -"2843 yolo_v4/sync_batch_normalization_92/batchnorm/mul/ReadVariableOp" [id=2843, op=ReadVariableOp]; -"2844 yolo_v4/sync_batch_normalization_92/batchnorm/mul" [id=2844, op=Mul]; -"2845 yolo_v4/sync_batch_normalization_92/batchnorm/mul_1" [id=2845, op=Mul]; -"2846 yolo_v4/sync_batch_normalization_92/batchnorm/ReadVariableOp_1/resource" [id=2846, op=Placeholder]; -"2847 yolo_v4/sync_batch_normalization_92/batchnorm/ReadVariableOp_1" [id=2847, op=ReadVariableOp]; -"2848 yolo_v4/sync_batch_normalization_92/batchnorm/mul_2" [id=2848, op=Mul]; -"2849 yolo_v4/sync_batch_normalization_92/batchnorm/ReadVariableOp_2/resource" [id=2849, op=Placeholder]; -"2850 yolo_v4/sync_batch_normalization_92/batchnorm/ReadVariableOp_2" [id=2850, op=ReadVariableOp]; -"2851 yolo_v4/sync_batch_normalization_92/batchnorm/sub" [id=2851, op=Sub]; -"2852 yolo_v4/sync_batch_normalization_92/batchnorm/add_1" [id=2852, op=AddV2]; -"2853 yolo_v4/sync_batch_normalization_99/batchnorm/ReadVariableOp/resource" [id=2853, op=Placeholder]; -"2854 yolo_v4/sync_batch_normalization_99/batchnorm/ReadVariableOp" [id=2854, op=ReadVariableOp]; -"2855 yolo_v4/sync_batch_normalization_99/batchnorm/add/y" [id=2855, op=Const]; -"2856 yolo_v4/sync_batch_normalization_99/batchnorm/add" [id=2856, op=AddV2]; -"2857 yolo_v4/sync_batch_normalization_99/batchnorm/Rsqrt" [id=2857, op=Rsqrt]; -"2858 yolo_v4/sync_batch_normalization_99/batchnorm/mul/ReadVariableOp/resource" [id=2858, op=Placeholder]; -"2859 yolo_v4/sync_batch_normalization_99/batchnorm/mul/ReadVariableOp" [id=2859, op=ReadVariableOp]; -"2860 yolo_v4/sync_batch_normalization_99/batchnorm/mul" [id=2860, op=Mul]; -"2861 yolo_v4/sync_batch_normalization_99/batchnorm/mul_1" [id=2861, op=Mul]; -"2862 yolo_v4/sync_batch_normalization_99/batchnorm/ReadVariableOp_1/resource" [id=2862, op=Placeholder]; -"2863 yolo_v4/sync_batch_normalization_99/batchnorm/ReadVariableOp_1" [id=2863, op=ReadVariableOp]; -"2864 yolo_v4/sync_batch_normalization_99/batchnorm/mul_2" [id=2864, op=Mul]; -"2865 yolo_v4/sync_batch_normalization_99/batchnorm/ReadVariableOp_2/resource" [id=2865, op=Placeholder]; -"2866 yolo_v4/sync_batch_normalization_99/batchnorm/ReadVariableOp_2" [id=2866, op=ReadVariableOp]; -"2867 yolo_v4/sync_batch_normalization_99/batchnorm/sub" [id=2867, op=Sub]; -"2868 yolo_v4/sync_batch_normalization_99/batchnorm/add_1" [id=2868, op=AddV2]; -"2869 yolo_v4/sync_batch_normalization_106/batchnorm/ReadVariableOp/resource" [id=2869, op=Placeholder]; -"2870 yolo_v4/sync_batch_normalization_106/batchnorm/ReadVariableOp" [id=2870, op=ReadVariableOp]; -"2871 yolo_v4/sync_batch_normalization_106/batchnorm/add/y" [id=2871, op=Const]; -"2872 yolo_v4/sync_batch_normalization_106/batchnorm/add" [id=2872, op=AddV2]; -"2873 yolo_v4/sync_batch_normalization_106/batchnorm/Rsqrt" [id=2873, op=Rsqrt]; -"2874 yolo_v4/sync_batch_normalization_106/batchnorm/mul/ReadVariableOp/resource" [id=2874, op=Placeholder]; -"2875 yolo_v4/sync_batch_normalization_106/batchnorm/mul/ReadVariableOp" [id=2875, op=ReadVariableOp]; -"2876 yolo_v4/sync_batch_normalization_106/batchnorm/mul" [id=2876, op=Mul]; -"2877 yolo_v4/sync_batch_normalization_106/batchnorm/mul_1" [id=2877, op=Mul]; -"2878 yolo_v4/sync_batch_normalization_106/batchnorm/ReadVariableOp_1/resource" [id=2878, op=Placeholder]; -"2879 yolo_v4/sync_batch_normalization_106/batchnorm/ReadVariableOp_1" [id=2879, op=ReadVariableOp]; -"2880 yolo_v4/sync_batch_normalization_106/batchnorm/mul_2" [id=2880, op=Mul]; -"2881 yolo_v4/sync_batch_normalization_106/batchnorm/ReadVariableOp_2/resource" [id=2881, op=Placeholder]; -"2882 yolo_v4/sync_batch_normalization_106/batchnorm/ReadVariableOp_2" [id=2882, op=ReadVariableOp]; -"2883 yolo_v4/sync_batch_normalization_106/batchnorm/sub" [id=2883, op=Sub]; -"2884 yolo_v4/sync_batch_normalization_106/batchnorm/add_1" [id=2884, op=AddV2]; -"2885 yolo_v4/leaky_re_lu_20/LeakyRelu" [id=2885, op=LeakyRelu]; -"2886 yolo_v4/leaky_re_lu_27/LeakyRelu" [id=2886, op=LeakyRelu]; -"2887 yolo_v4/leaky_re_lu_34/LeakyRelu" [id=2887, op=LeakyRelu]; -"2888 yolo_v4/predict_conv_3/Sigmoid/ReadVariableOp/resource" [id=2888, op=Placeholder]; -"2889 yolo_v4/predict_conv_3/Sigmoid/ReadVariableOp" [id=2889, op=ReadVariableOp]; -"2890 yolo_v4/predict_conv_3/Sigmoid" [id=2890, op=Sigmoid]; -"2891 yolo_v4/predict_conv_3/Round" [id=2891, op=Round]; -"2892 yolo_v4/predict_conv_3/ReadVariableOp/resource" [id=2892, op=Placeholder]; -"2893 yolo_v4/predict_conv_3/ReadVariableOp" [id=2893, op=ReadVariableOp]; -"2894 yolo_v4/predict_conv_3/mul" [id=2894, op=Mul]; -"2895 yolo_v4/predict_conv_3/Conv2D" [id=2895, op=Conv2D]; -"2896 yolo_v4/predict_conv_3/BiasAdd/ReadVariableOp/resource" [id=2896, op=Placeholder]; -"2897 yolo_v4/predict_conv_3/BiasAdd/ReadVariableOp" [id=2897, op=ReadVariableOp]; -"2898 yolo_v4/predict_conv_3/BiasAdd" [id=2898, op=BiasAdd]; -"2899 yolo_v4/predict_conv_2/Sigmoid/ReadVariableOp/resource" [id=2899, op=Placeholder]; -"2900 yolo_v4/predict_conv_2/Sigmoid/ReadVariableOp" [id=2900, op=ReadVariableOp]; -"2901 yolo_v4/predict_conv_2/Sigmoid" [id=2901, op=Sigmoid]; -"2902 yolo_v4/predict_conv_2/Round" [id=2902, op=Round]; -"2903 yolo_v4/predict_conv_2/ReadVariableOp/resource" [id=2903, op=Placeholder]; -"2904 yolo_v4/predict_conv_2/ReadVariableOp" [id=2904, op=ReadVariableOp]; -"2905 yolo_v4/predict_conv_2/mul" [id=2905, op=Mul]; -"2906 yolo_v4/predict_conv_2/Conv2D" [id=2906, op=Conv2D]; -"2907 yolo_v4/predict_conv_2/BiasAdd/ReadVariableOp/resource" [id=2907, op=Placeholder]; -"2908 yolo_v4/predict_conv_2/BiasAdd/ReadVariableOp" [id=2908, op=ReadVariableOp]; -"2909 yolo_v4/predict_conv_2/BiasAdd" [id=2909, op=BiasAdd]; -"2910 yolo_v4/predict_conv_1/Sigmoid/ReadVariableOp/resource" [id=2910, op=Placeholder]; -"2911 yolo_v4/predict_conv_1/Sigmoid/ReadVariableOp" [id=2911, op=ReadVariableOp]; -"2912 yolo_v4/predict_conv_1/Sigmoid" [id=2912, op=Sigmoid]; -"2913 yolo_v4/predict_conv_1/Round" [id=2913, op=Round]; -"2914 yolo_v4/predict_conv_1/ReadVariableOp/resource" [id=2914, op=Placeholder]; -"2915 yolo_v4/predict_conv_1/ReadVariableOp" [id=2915, op=ReadVariableOp]; -"2916 yolo_v4/predict_conv_1/mul" [id=2916, op=Mul]; -"2917 yolo_v4/predict_conv_1/Conv2D" [id=2917, op=Conv2D]; -"2918 yolo_v4/predict_conv_1/BiasAdd/ReadVariableOp/resource" [id=2918, op=Placeholder]; -"2919 yolo_v4/predict_conv_1/BiasAdd/ReadVariableOp" [id=2919, op=ReadVariableOp]; -"2920 yolo_v4/predict_conv_1/BiasAdd" [id=2920, op=BiasAdd]; -"2921 Identity" [id=2921, op=Identity]; -"2922 Identity_1" [id=2922, op=Identity]; -"2923 Identity_2" [id=2923, op=Identity]; -"0 args_0" -> "8 yolo_v4/conv2d/Conv2D"; -"1 yolo_v4/conv2d/Sigmoid/ReadVariableOp/resource" -> "2 yolo_v4/conv2d/Sigmoid/ReadVariableOp"; -"2 yolo_v4/conv2d/Sigmoid/ReadVariableOp" -> "3 yolo_v4/conv2d/Sigmoid"; -"3 yolo_v4/conv2d/Sigmoid" -> "4 yolo_v4/conv2d/Round"; -"4 yolo_v4/conv2d/Round" -> "7 yolo_v4/conv2d/mul"; -"5 yolo_v4/conv2d/ReadVariableOp/resource" -> "6 yolo_v4/conv2d/ReadVariableOp"; -"6 yolo_v4/conv2d/ReadVariableOp" -> "7 yolo_v4/conv2d/mul"; -"7 yolo_v4/conv2d/mul" -> "8 yolo_v4/conv2d/Conv2D"; -"8 yolo_v4/conv2d/Conv2D" -> "17 yolo_v4/sync_batch_normalization/batchnorm/mul_1"; -"9 yolo_v4/sync_batch_normalization/batchnorm/ReadVariableOp/resource" -> "10 yolo_v4/sync_batch_normalization/batchnorm/ReadVariableOp"; -"10 yolo_v4/sync_batch_normalization/batchnorm/ReadVariableOp" -> "12 yolo_v4/sync_batch_normalization/batchnorm/add"; -"11 yolo_v4/sync_batch_normalization/batchnorm/add/y" -> "12 yolo_v4/sync_batch_normalization/batchnorm/add"; -"12 yolo_v4/sync_batch_normalization/batchnorm/add" -> "13 yolo_v4/sync_batch_normalization/batchnorm/Rsqrt"; -"13 yolo_v4/sync_batch_normalization/batchnorm/Rsqrt" -> "16 yolo_v4/sync_batch_normalization/batchnorm/mul"; -"14 yolo_v4/sync_batch_normalization/batchnorm/mul/ReadVariableOp/resource" -> "15 yolo_v4/sync_batch_normalization/batchnorm/mul/ReadVariableOp"; -"15 yolo_v4/sync_batch_normalization/batchnorm/mul/ReadVariableOp" -> "16 yolo_v4/sync_batch_normalization/batchnorm/mul"; -"16 yolo_v4/sync_batch_normalization/batchnorm/mul" -> "17 yolo_v4/sync_batch_normalization/batchnorm/mul_1"; -"16 yolo_v4/sync_batch_normalization/batchnorm/mul" -> "20 yolo_v4/sync_batch_normalization/batchnorm/mul_2"; -"17 yolo_v4/sync_batch_normalization/batchnorm/mul_1" -> "24 yolo_v4/sync_batch_normalization/batchnorm/add_1"; -"18 yolo_v4/sync_batch_normalization/batchnorm/ReadVariableOp_1/resource" -> "19 yolo_v4/sync_batch_normalization/batchnorm/ReadVariableOp_1"; -"19 yolo_v4/sync_batch_normalization/batchnorm/ReadVariableOp_1" -> "20 yolo_v4/sync_batch_normalization/batchnorm/mul_2"; -"20 yolo_v4/sync_batch_normalization/batchnorm/mul_2" -> "23 yolo_v4/sync_batch_normalization/batchnorm/sub"; -"21 yolo_v4/sync_batch_normalization/batchnorm/ReadVariableOp_2/resource" -> "22 yolo_v4/sync_batch_normalization/batchnorm/ReadVariableOp_2"; -"22 yolo_v4/sync_batch_normalization/batchnorm/ReadVariableOp_2" -> "23 yolo_v4/sync_batch_normalization/batchnorm/sub"; -"23 yolo_v4/sync_batch_normalization/batchnorm/sub" -> "24 yolo_v4/sync_batch_normalization/batchnorm/add_1"; -"24 yolo_v4/sync_batch_normalization/batchnorm/add_1" -> "25 yolo_v4/activation/Softplus"; -"24 yolo_v4/sync_batch_normalization/batchnorm/add_1" -> "27 yolo_v4/activation/mul"; -"25 yolo_v4/activation/Softplus" -> "26 yolo_v4/activation/Tanh"; -"26 yolo_v4/activation/Tanh" -> "27 yolo_v4/activation/mul"; -"27 yolo_v4/activation/mul" -> "29 yolo_v4/zero_padding2d/Pad"; -"28 yolo_v4/zero_padding2d/Pad/paddings" -> "29 yolo_v4/zero_padding2d/Pad"; -"29 yolo_v4/zero_padding2d/Pad" -> "37 yolo_v4/conv2d_1/Conv2D"; -"30 yolo_v4/conv2d_1/Sigmoid/ReadVariableOp/resource" -> "31 yolo_v4/conv2d_1/Sigmoid/ReadVariableOp"; -"31 yolo_v4/conv2d_1/Sigmoid/ReadVariableOp" -> "32 yolo_v4/conv2d_1/Sigmoid"; -"32 yolo_v4/conv2d_1/Sigmoid" -> "33 yolo_v4/conv2d_1/Round"; -"33 yolo_v4/conv2d_1/Round" -> "36 yolo_v4/conv2d_1/mul"; -"34 yolo_v4/conv2d_1/ReadVariableOp/resource" -> "35 yolo_v4/conv2d_1/ReadVariableOp"; -"35 yolo_v4/conv2d_1/ReadVariableOp" -> "36 yolo_v4/conv2d_1/mul"; -"36 yolo_v4/conv2d_1/mul" -> "37 yolo_v4/conv2d_1/Conv2D"; -"37 yolo_v4/conv2d_1/Conv2D" -> "46 yolo_v4/sync_batch_normalization_1/batchnorm/mul_1"; -"38 yolo_v4/sync_batch_normalization_1/batchnorm/ReadVariableOp/resource" -> "39 yolo_v4/sync_batch_normalization_1/batchnorm/ReadVariableOp"; -"39 yolo_v4/sync_batch_normalization_1/batchnorm/ReadVariableOp" -> "41 yolo_v4/sync_batch_normalization_1/batchnorm/add"; -"40 yolo_v4/sync_batch_normalization_1/batchnorm/add/y" -> "41 yolo_v4/sync_batch_normalization_1/batchnorm/add"; -"41 yolo_v4/sync_batch_normalization_1/batchnorm/add" -> "42 yolo_v4/sync_batch_normalization_1/batchnorm/Rsqrt"; -"42 yolo_v4/sync_batch_normalization_1/batchnorm/Rsqrt" -> "45 yolo_v4/sync_batch_normalization_1/batchnorm/mul"; -"43 yolo_v4/sync_batch_normalization_1/batchnorm/mul/ReadVariableOp/resource" -> "44 yolo_v4/sync_batch_normalization_1/batchnorm/mul/ReadVariableOp"; -"44 yolo_v4/sync_batch_normalization_1/batchnorm/mul/ReadVariableOp" -> "45 yolo_v4/sync_batch_normalization_1/batchnorm/mul"; -"45 yolo_v4/sync_batch_normalization_1/batchnorm/mul" -> "46 yolo_v4/sync_batch_normalization_1/batchnorm/mul_1"; -"45 yolo_v4/sync_batch_normalization_1/batchnorm/mul" -> "49 yolo_v4/sync_batch_normalization_1/batchnorm/mul_2"; -"46 yolo_v4/sync_batch_normalization_1/batchnorm/mul_1" -> "53 yolo_v4/sync_batch_normalization_1/batchnorm/add_1"; -"47 yolo_v4/sync_batch_normalization_1/batchnorm/ReadVariableOp_1/resource" -> "48 yolo_v4/sync_batch_normalization_1/batchnorm/ReadVariableOp_1"; -"48 yolo_v4/sync_batch_normalization_1/batchnorm/ReadVariableOp_1" -> "49 yolo_v4/sync_batch_normalization_1/batchnorm/mul_2"; -"49 yolo_v4/sync_batch_normalization_1/batchnorm/mul_2" -> "52 yolo_v4/sync_batch_normalization_1/batchnorm/sub"; -"50 yolo_v4/sync_batch_normalization_1/batchnorm/ReadVariableOp_2/resource" -> "51 yolo_v4/sync_batch_normalization_1/batchnorm/ReadVariableOp_2"; -"51 yolo_v4/sync_batch_normalization_1/batchnorm/ReadVariableOp_2" -> "52 yolo_v4/sync_batch_normalization_1/batchnorm/sub"; -"52 yolo_v4/sync_batch_normalization_1/batchnorm/sub" -> "53 yolo_v4/sync_batch_normalization_1/batchnorm/add_1"; -"53 yolo_v4/sync_batch_normalization_1/batchnorm/add_1" -> "54 yolo_v4/activation_1/Softplus"; -"53 yolo_v4/sync_batch_normalization_1/batchnorm/add_1" -> "56 yolo_v4/activation_1/mul"; -"54 yolo_v4/activation_1/Softplus" -> "55 yolo_v4/activation_1/Tanh"; -"55 yolo_v4/activation_1/Tanh" -> "56 yolo_v4/activation_1/mul"; -"56 yolo_v4/activation_1/mul" -> "64 yolo_v4/conv2d_3/Conv2D"; -"56 yolo_v4/activation_1/mul" -> "146 yolo_v4/conv2d_2/Conv2D"; -"57 yolo_v4/conv2d_3/Sigmoid/ReadVariableOp/resource" -> "58 yolo_v4/conv2d_3/Sigmoid/ReadVariableOp"; -"58 yolo_v4/conv2d_3/Sigmoid/ReadVariableOp" -> "59 yolo_v4/conv2d_3/Sigmoid"; -"59 yolo_v4/conv2d_3/Sigmoid" -> "60 yolo_v4/conv2d_3/Round"; -"60 yolo_v4/conv2d_3/Round" -> "63 yolo_v4/conv2d_3/mul"; -"61 yolo_v4/conv2d_3/ReadVariableOp/resource" -> "62 yolo_v4/conv2d_3/ReadVariableOp"; -"62 yolo_v4/conv2d_3/ReadVariableOp" -> "63 yolo_v4/conv2d_3/mul"; -"63 yolo_v4/conv2d_3/mul" -> "64 yolo_v4/conv2d_3/Conv2D"; -"64 yolo_v4/conv2d_3/Conv2D" -> "73 yolo_v4/sync_batch_normalization_3/batchnorm/mul_1"; -"65 yolo_v4/sync_batch_normalization_3/batchnorm/ReadVariableOp/resource" -> "66 yolo_v4/sync_batch_normalization_3/batchnorm/ReadVariableOp"; -"66 yolo_v4/sync_batch_normalization_3/batchnorm/ReadVariableOp" -> "68 yolo_v4/sync_batch_normalization_3/batchnorm/add"; -"67 yolo_v4/sync_batch_normalization_3/batchnorm/add/y" -> "68 yolo_v4/sync_batch_normalization_3/batchnorm/add"; -"68 yolo_v4/sync_batch_normalization_3/batchnorm/add" -> "69 yolo_v4/sync_batch_normalization_3/batchnorm/Rsqrt"; -"69 yolo_v4/sync_batch_normalization_3/batchnorm/Rsqrt" -> "72 yolo_v4/sync_batch_normalization_3/batchnorm/mul"; -"70 yolo_v4/sync_batch_normalization_3/batchnorm/mul/ReadVariableOp/resource" -> "71 yolo_v4/sync_batch_normalization_3/batchnorm/mul/ReadVariableOp"; -"71 yolo_v4/sync_batch_normalization_3/batchnorm/mul/ReadVariableOp" -> "72 yolo_v4/sync_batch_normalization_3/batchnorm/mul"; -"72 yolo_v4/sync_batch_normalization_3/batchnorm/mul" -> "73 yolo_v4/sync_batch_normalization_3/batchnorm/mul_1"; -"72 yolo_v4/sync_batch_normalization_3/batchnorm/mul" -> "76 yolo_v4/sync_batch_normalization_3/batchnorm/mul_2"; -"73 yolo_v4/sync_batch_normalization_3/batchnorm/mul_1" -> "80 yolo_v4/sync_batch_normalization_3/batchnorm/add_1"; -"74 yolo_v4/sync_batch_normalization_3/batchnorm/ReadVariableOp_1/resource" -> "75 yolo_v4/sync_batch_normalization_3/batchnorm/ReadVariableOp_1"; -"75 yolo_v4/sync_batch_normalization_3/batchnorm/ReadVariableOp_1" -> "76 yolo_v4/sync_batch_normalization_3/batchnorm/mul_2"; -"76 yolo_v4/sync_batch_normalization_3/batchnorm/mul_2" -> "79 yolo_v4/sync_batch_normalization_3/batchnorm/sub"; -"77 yolo_v4/sync_batch_normalization_3/batchnorm/ReadVariableOp_2/resource" -> "78 yolo_v4/sync_batch_normalization_3/batchnorm/ReadVariableOp_2"; -"78 yolo_v4/sync_batch_normalization_3/batchnorm/ReadVariableOp_2" -> "79 yolo_v4/sync_batch_normalization_3/batchnorm/sub"; -"79 yolo_v4/sync_batch_normalization_3/batchnorm/sub" -> "80 yolo_v4/sync_batch_normalization_3/batchnorm/add_1"; -"80 yolo_v4/sync_batch_normalization_3/batchnorm/add_1" -> "81 yolo_v4/activation_3/Softplus"; -"80 yolo_v4/sync_batch_normalization_3/batchnorm/add_1" -> "83 yolo_v4/activation_3/mul"; -"81 yolo_v4/activation_3/Softplus" -> "82 yolo_v4/activation_3/Tanh"; -"82 yolo_v4/activation_3/Tanh" -> "83 yolo_v4/activation_3/mul"; -"83 yolo_v4/activation_3/mul" -> "91 yolo_v4/conv2d_4/Conv2D"; -"83 yolo_v4/activation_3/mul" -> "138 yolo_v4/add/add"; -"84 yolo_v4/conv2d_4/Sigmoid/ReadVariableOp/resource" -> "85 yolo_v4/conv2d_4/Sigmoid/ReadVariableOp"; -"85 yolo_v4/conv2d_4/Sigmoid/ReadVariableOp" -> "86 yolo_v4/conv2d_4/Sigmoid"; -"86 yolo_v4/conv2d_4/Sigmoid" -> "87 yolo_v4/conv2d_4/Round"; -"87 yolo_v4/conv2d_4/Round" -> "90 yolo_v4/conv2d_4/mul"; -"88 yolo_v4/conv2d_4/ReadVariableOp/resource" -> "89 yolo_v4/conv2d_4/ReadVariableOp"; -"89 yolo_v4/conv2d_4/ReadVariableOp" -> "90 yolo_v4/conv2d_4/mul"; -"90 yolo_v4/conv2d_4/mul" -> "91 yolo_v4/conv2d_4/Conv2D"; -"91 yolo_v4/conv2d_4/Conv2D" -> "100 yolo_v4/sync_batch_normalization_4/batchnorm/mul_1"; -"92 yolo_v4/sync_batch_normalization_4/batchnorm/ReadVariableOp/resource" -> "93 yolo_v4/sync_batch_normalization_4/batchnorm/ReadVariableOp"; -"93 yolo_v4/sync_batch_normalization_4/batchnorm/ReadVariableOp" -> "95 yolo_v4/sync_batch_normalization_4/batchnorm/add"; -"94 yolo_v4/sync_batch_normalization_4/batchnorm/add/y" -> "95 yolo_v4/sync_batch_normalization_4/batchnorm/add"; -"95 yolo_v4/sync_batch_normalization_4/batchnorm/add" -> "96 yolo_v4/sync_batch_normalization_4/batchnorm/Rsqrt"; -"96 yolo_v4/sync_batch_normalization_4/batchnorm/Rsqrt" -> "99 yolo_v4/sync_batch_normalization_4/batchnorm/mul"; -"97 yolo_v4/sync_batch_normalization_4/batchnorm/mul/ReadVariableOp/resource" -> "98 yolo_v4/sync_batch_normalization_4/batchnorm/mul/ReadVariableOp"; -"98 yolo_v4/sync_batch_normalization_4/batchnorm/mul/ReadVariableOp" -> "99 yolo_v4/sync_batch_normalization_4/batchnorm/mul"; -"99 yolo_v4/sync_batch_normalization_4/batchnorm/mul" -> "100 yolo_v4/sync_batch_normalization_4/batchnorm/mul_1"; -"99 yolo_v4/sync_batch_normalization_4/batchnorm/mul" -> "103 yolo_v4/sync_batch_normalization_4/batchnorm/mul_2"; -"100 yolo_v4/sync_batch_normalization_4/batchnorm/mul_1" -> "107 yolo_v4/sync_batch_normalization_4/batchnorm/add_1"; -"101 yolo_v4/sync_batch_normalization_4/batchnorm/ReadVariableOp_1/resource" -> "102 yolo_v4/sync_batch_normalization_4/batchnorm/ReadVariableOp_1"; -"102 yolo_v4/sync_batch_normalization_4/batchnorm/ReadVariableOp_1" -> "103 yolo_v4/sync_batch_normalization_4/batchnorm/mul_2"; -"103 yolo_v4/sync_batch_normalization_4/batchnorm/mul_2" -> "106 yolo_v4/sync_batch_normalization_4/batchnorm/sub"; -"104 yolo_v4/sync_batch_normalization_4/batchnorm/ReadVariableOp_2/resource" -> "105 yolo_v4/sync_batch_normalization_4/batchnorm/ReadVariableOp_2"; -"105 yolo_v4/sync_batch_normalization_4/batchnorm/ReadVariableOp_2" -> "106 yolo_v4/sync_batch_normalization_4/batchnorm/sub"; -"106 yolo_v4/sync_batch_normalization_4/batchnorm/sub" -> "107 yolo_v4/sync_batch_normalization_4/batchnorm/add_1"; -"107 yolo_v4/sync_batch_normalization_4/batchnorm/add_1" -> "108 yolo_v4/activation_4/Softplus"; -"107 yolo_v4/sync_batch_normalization_4/batchnorm/add_1" -> "110 yolo_v4/activation_4/mul"; -"108 yolo_v4/activation_4/Softplus" -> "109 yolo_v4/activation_4/Tanh"; -"109 yolo_v4/activation_4/Tanh" -> "110 yolo_v4/activation_4/mul"; -"110 yolo_v4/activation_4/mul" -> "118 yolo_v4/conv2d_5/Conv2D"; -"111 yolo_v4/conv2d_5/Sigmoid/ReadVariableOp/resource" -> "112 yolo_v4/conv2d_5/Sigmoid/ReadVariableOp"; -"112 yolo_v4/conv2d_5/Sigmoid/ReadVariableOp" -> "113 yolo_v4/conv2d_5/Sigmoid"; -"113 yolo_v4/conv2d_5/Sigmoid" -> "114 yolo_v4/conv2d_5/Round"; -"114 yolo_v4/conv2d_5/Round" -> "117 yolo_v4/conv2d_5/mul"; -"115 yolo_v4/conv2d_5/ReadVariableOp/resource" -> "116 yolo_v4/conv2d_5/ReadVariableOp"; -"116 yolo_v4/conv2d_5/ReadVariableOp" -> "117 yolo_v4/conv2d_5/mul"; -"117 yolo_v4/conv2d_5/mul" -> "118 yolo_v4/conv2d_5/Conv2D"; -"118 yolo_v4/conv2d_5/Conv2D" -> "127 yolo_v4/sync_batch_normalization_5/batchnorm/mul_1"; -"119 yolo_v4/sync_batch_normalization_5/batchnorm/ReadVariableOp/resource" -> "120 yolo_v4/sync_batch_normalization_5/batchnorm/ReadVariableOp"; -"120 yolo_v4/sync_batch_normalization_5/batchnorm/ReadVariableOp" -> "122 yolo_v4/sync_batch_normalization_5/batchnorm/add"; -"121 yolo_v4/sync_batch_normalization_5/batchnorm/add/y" -> "122 yolo_v4/sync_batch_normalization_5/batchnorm/add"; -"122 yolo_v4/sync_batch_normalization_5/batchnorm/add" -> "123 yolo_v4/sync_batch_normalization_5/batchnorm/Rsqrt"; -"123 yolo_v4/sync_batch_normalization_5/batchnorm/Rsqrt" -> "126 yolo_v4/sync_batch_normalization_5/batchnorm/mul"; -"124 yolo_v4/sync_batch_normalization_5/batchnorm/mul/ReadVariableOp/resource" -> "125 yolo_v4/sync_batch_normalization_5/batchnorm/mul/ReadVariableOp"; -"125 yolo_v4/sync_batch_normalization_5/batchnorm/mul/ReadVariableOp" -> "126 yolo_v4/sync_batch_normalization_5/batchnorm/mul"; -"126 yolo_v4/sync_batch_normalization_5/batchnorm/mul" -> "127 yolo_v4/sync_batch_normalization_5/batchnorm/mul_1"; -"126 yolo_v4/sync_batch_normalization_5/batchnorm/mul" -> "130 yolo_v4/sync_batch_normalization_5/batchnorm/mul_2"; -"127 yolo_v4/sync_batch_normalization_5/batchnorm/mul_1" -> "134 yolo_v4/sync_batch_normalization_5/batchnorm/add_1"; -"128 yolo_v4/sync_batch_normalization_5/batchnorm/ReadVariableOp_1/resource" -> "129 yolo_v4/sync_batch_normalization_5/batchnorm/ReadVariableOp_1"; -"129 yolo_v4/sync_batch_normalization_5/batchnorm/ReadVariableOp_1" -> "130 yolo_v4/sync_batch_normalization_5/batchnorm/mul_2"; -"130 yolo_v4/sync_batch_normalization_5/batchnorm/mul_2" -> "133 yolo_v4/sync_batch_normalization_5/batchnorm/sub"; -"131 yolo_v4/sync_batch_normalization_5/batchnorm/ReadVariableOp_2/resource" -> "132 yolo_v4/sync_batch_normalization_5/batchnorm/ReadVariableOp_2"; -"132 yolo_v4/sync_batch_normalization_5/batchnorm/ReadVariableOp_2" -> "133 yolo_v4/sync_batch_normalization_5/batchnorm/sub"; -"133 yolo_v4/sync_batch_normalization_5/batchnorm/sub" -> "134 yolo_v4/sync_batch_normalization_5/batchnorm/add_1"; -"134 yolo_v4/sync_batch_normalization_5/batchnorm/add_1" -> "135 yolo_v4/activation_5/Softplus"; -"134 yolo_v4/sync_batch_normalization_5/batchnorm/add_1" -> "137 yolo_v4/activation_5/mul"; -"135 yolo_v4/activation_5/Softplus" -> "136 yolo_v4/activation_5/Tanh"; -"136 yolo_v4/activation_5/Tanh" -> "137 yolo_v4/activation_5/mul"; -"137 yolo_v4/activation_5/mul" -> "138 yolo_v4/add/add"; -"138 yolo_v4/add/add" -> "154 yolo_v4/conv2d_6/Conv2D"; -"139 yolo_v4/conv2d_2/Sigmoid/ReadVariableOp/resource" -> "140 yolo_v4/conv2d_2/Sigmoid/ReadVariableOp"; -"140 yolo_v4/conv2d_2/Sigmoid/ReadVariableOp" -> "141 yolo_v4/conv2d_2/Sigmoid"; -"141 yolo_v4/conv2d_2/Sigmoid" -> "142 yolo_v4/conv2d_2/Round"; -"142 yolo_v4/conv2d_2/Round" -> "145 yolo_v4/conv2d_2/mul"; -"143 yolo_v4/conv2d_2/ReadVariableOp/resource" -> "144 yolo_v4/conv2d_2/ReadVariableOp"; -"144 yolo_v4/conv2d_2/ReadVariableOp" -> "145 yolo_v4/conv2d_2/mul"; -"145 yolo_v4/conv2d_2/mul" -> "146 yolo_v4/conv2d_2/Conv2D"; -"146 yolo_v4/conv2d_2/Conv2D" -> "163 yolo_v4/sync_batch_normalization_2/batchnorm/mul_1"; -"147 yolo_v4/conv2d_6/Sigmoid/ReadVariableOp/resource" -> "148 yolo_v4/conv2d_6/Sigmoid/ReadVariableOp"; -"148 yolo_v4/conv2d_6/Sigmoid/ReadVariableOp" -> "149 yolo_v4/conv2d_6/Sigmoid"; -"149 yolo_v4/conv2d_6/Sigmoid" -> "150 yolo_v4/conv2d_6/Round"; -"150 yolo_v4/conv2d_6/Round" -> "153 yolo_v4/conv2d_6/mul"; -"151 yolo_v4/conv2d_6/ReadVariableOp/resource" -> "152 yolo_v4/conv2d_6/ReadVariableOp"; -"152 yolo_v4/conv2d_6/ReadVariableOp" -> "153 yolo_v4/conv2d_6/mul"; -"153 yolo_v4/conv2d_6/mul" -> "154 yolo_v4/conv2d_6/Conv2D"; -"154 yolo_v4/conv2d_6/Conv2D" -> "179 yolo_v4/sync_batch_normalization_6/batchnorm/mul_1"; -"155 yolo_v4/sync_batch_normalization_2/batchnorm/ReadVariableOp/resource" -> "156 yolo_v4/sync_batch_normalization_2/batchnorm/ReadVariableOp"; -"156 yolo_v4/sync_batch_normalization_2/batchnorm/ReadVariableOp" -> "158 yolo_v4/sync_batch_normalization_2/batchnorm/add"; -"157 yolo_v4/sync_batch_normalization_2/batchnorm/add/y" -> "158 yolo_v4/sync_batch_normalization_2/batchnorm/add"; -"158 yolo_v4/sync_batch_normalization_2/batchnorm/add" -> "159 yolo_v4/sync_batch_normalization_2/batchnorm/Rsqrt"; -"159 yolo_v4/sync_batch_normalization_2/batchnorm/Rsqrt" -> "162 yolo_v4/sync_batch_normalization_2/batchnorm/mul"; -"160 yolo_v4/sync_batch_normalization_2/batchnorm/mul/ReadVariableOp/resource" -> "161 yolo_v4/sync_batch_normalization_2/batchnorm/mul/ReadVariableOp"; -"161 yolo_v4/sync_batch_normalization_2/batchnorm/mul/ReadVariableOp" -> "162 yolo_v4/sync_batch_normalization_2/batchnorm/mul"; -"162 yolo_v4/sync_batch_normalization_2/batchnorm/mul" -> "163 yolo_v4/sync_batch_normalization_2/batchnorm/mul_1"; -"162 yolo_v4/sync_batch_normalization_2/batchnorm/mul" -> "166 yolo_v4/sync_batch_normalization_2/batchnorm/mul_2"; -"163 yolo_v4/sync_batch_normalization_2/batchnorm/mul_1" -> "170 yolo_v4/sync_batch_normalization_2/batchnorm/add_1"; -"164 yolo_v4/sync_batch_normalization_2/batchnorm/ReadVariableOp_1/resource" -> "165 yolo_v4/sync_batch_normalization_2/batchnorm/ReadVariableOp_1"; -"165 yolo_v4/sync_batch_normalization_2/batchnorm/ReadVariableOp_1" -> "166 yolo_v4/sync_batch_normalization_2/batchnorm/mul_2"; -"166 yolo_v4/sync_batch_normalization_2/batchnorm/mul_2" -> "169 yolo_v4/sync_batch_normalization_2/batchnorm/sub"; -"167 yolo_v4/sync_batch_normalization_2/batchnorm/ReadVariableOp_2/resource" -> "168 yolo_v4/sync_batch_normalization_2/batchnorm/ReadVariableOp_2"; -"168 yolo_v4/sync_batch_normalization_2/batchnorm/ReadVariableOp_2" -> "169 yolo_v4/sync_batch_normalization_2/batchnorm/sub"; -"169 yolo_v4/sync_batch_normalization_2/batchnorm/sub" -> "170 yolo_v4/sync_batch_normalization_2/batchnorm/add_1"; -"170 yolo_v4/sync_batch_normalization_2/batchnorm/add_1" -> "190 yolo_v4/activation_2/Softplus"; -"170 yolo_v4/sync_batch_normalization_2/batchnorm/add_1" -> "192 yolo_v4/activation_2/mul"; -"171 yolo_v4/sync_batch_normalization_6/batchnorm/ReadVariableOp/resource" -> "172 yolo_v4/sync_batch_normalization_6/batchnorm/ReadVariableOp"; -"172 yolo_v4/sync_batch_normalization_6/batchnorm/ReadVariableOp" -> "174 yolo_v4/sync_batch_normalization_6/batchnorm/add"; -"173 yolo_v4/sync_batch_normalization_6/batchnorm/add/y" -> "174 yolo_v4/sync_batch_normalization_6/batchnorm/add"; -"174 yolo_v4/sync_batch_normalization_6/batchnorm/add" -> "175 yolo_v4/sync_batch_normalization_6/batchnorm/Rsqrt"; -"175 yolo_v4/sync_batch_normalization_6/batchnorm/Rsqrt" -> "178 yolo_v4/sync_batch_normalization_6/batchnorm/mul"; -"176 yolo_v4/sync_batch_normalization_6/batchnorm/mul/ReadVariableOp/resource" -> "177 yolo_v4/sync_batch_normalization_6/batchnorm/mul/ReadVariableOp"; -"177 yolo_v4/sync_batch_normalization_6/batchnorm/mul/ReadVariableOp" -> "178 yolo_v4/sync_batch_normalization_6/batchnorm/mul"; -"178 yolo_v4/sync_batch_normalization_6/batchnorm/mul" -> "179 yolo_v4/sync_batch_normalization_6/batchnorm/mul_1"; -"178 yolo_v4/sync_batch_normalization_6/batchnorm/mul" -> "182 yolo_v4/sync_batch_normalization_6/batchnorm/mul_2"; -"179 yolo_v4/sync_batch_normalization_6/batchnorm/mul_1" -> "186 yolo_v4/sync_batch_normalization_6/batchnorm/add_1"; -"180 yolo_v4/sync_batch_normalization_6/batchnorm/ReadVariableOp_1/resource" -> "181 yolo_v4/sync_batch_normalization_6/batchnorm/ReadVariableOp_1"; -"181 yolo_v4/sync_batch_normalization_6/batchnorm/ReadVariableOp_1" -> "182 yolo_v4/sync_batch_normalization_6/batchnorm/mul_2"; -"182 yolo_v4/sync_batch_normalization_6/batchnorm/mul_2" -> "185 yolo_v4/sync_batch_normalization_6/batchnorm/sub"; -"183 yolo_v4/sync_batch_normalization_6/batchnorm/ReadVariableOp_2/resource" -> "184 yolo_v4/sync_batch_normalization_6/batchnorm/ReadVariableOp_2"; -"184 yolo_v4/sync_batch_normalization_6/batchnorm/ReadVariableOp_2" -> "185 yolo_v4/sync_batch_normalization_6/batchnorm/sub"; -"185 yolo_v4/sync_batch_normalization_6/batchnorm/sub" -> "186 yolo_v4/sync_batch_normalization_6/batchnorm/add_1"; -"186 yolo_v4/sync_batch_normalization_6/batchnorm/add_1" -> "187 yolo_v4/activation_6/Softplus"; -"186 yolo_v4/sync_batch_normalization_6/batchnorm/add_1" -> "189 yolo_v4/activation_6/mul"; -"187 yolo_v4/activation_6/Softplus" -> "188 yolo_v4/activation_6/Tanh"; -"188 yolo_v4/activation_6/Tanh" -> "189 yolo_v4/activation_6/mul"; -"189 yolo_v4/activation_6/mul" -> "194 yolo_v4/concatenate/concat"; -"190 yolo_v4/activation_2/Softplus" -> "191 yolo_v4/activation_2/Tanh"; -"191 yolo_v4/activation_2/Tanh" -> "192 yolo_v4/activation_2/mul"; -"192 yolo_v4/activation_2/mul" -> "194 yolo_v4/concatenate/concat"; -"193 yolo_v4/concatenate/concat/axis" -> "194 yolo_v4/concatenate/concat"; -"194 yolo_v4/concatenate/concat" -> "202 yolo_v4/conv2d_7/Conv2D"; -"195 yolo_v4/conv2d_7/Sigmoid/ReadVariableOp/resource" -> "196 yolo_v4/conv2d_7/Sigmoid/ReadVariableOp"; -"196 yolo_v4/conv2d_7/Sigmoid/ReadVariableOp" -> "197 yolo_v4/conv2d_7/Sigmoid"; -"197 yolo_v4/conv2d_7/Sigmoid" -> "198 yolo_v4/conv2d_7/Round"; -"198 yolo_v4/conv2d_7/Round" -> "201 yolo_v4/conv2d_7/mul"; -"199 yolo_v4/conv2d_7/ReadVariableOp/resource" -> "200 yolo_v4/conv2d_7/ReadVariableOp"; -"200 yolo_v4/conv2d_7/ReadVariableOp" -> "201 yolo_v4/conv2d_7/mul"; -"201 yolo_v4/conv2d_7/mul" -> "202 yolo_v4/conv2d_7/Conv2D"; -"202 yolo_v4/conv2d_7/Conv2D" -> "211 yolo_v4/sync_batch_normalization_7/batchnorm/mul_1"; -"203 yolo_v4/sync_batch_normalization_7/batchnorm/ReadVariableOp/resource" -> "204 yolo_v4/sync_batch_normalization_7/batchnorm/ReadVariableOp"; -"204 yolo_v4/sync_batch_normalization_7/batchnorm/ReadVariableOp" -> "206 yolo_v4/sync_batch_normalization_7/batchnorm/add"; -"205 yolo_v4/sync_batch_normalization_7/batchnorm/add/y" -> "206 yolo_v4/sync_batch_normalization_7/batchnorm/add"; -"206 yolo_v4/sync_batch_normalization_7/batchnorm/add" -> "207 yolo_v4/sync_batch_normalization_7/batchnorm/Rsqrt"; -"207 yolo_v4/sync_batch_normalization_7/batchnorm/Rsqrt" -> "210 yolo_v4/sync_batch_normalization_7/batchnorm/mul"; -"208 yolo_v4/sync_batch_normalization_7/batchnorm/mul/ReadVariableOp/resource" -> "209 yolo_v4/sync_batch_normalization_7/batchnorm/mul/ReadVariableOp"; -"209 yolo_v4/sync_batch_normalization_7/batchnorm/mul/ReadVariableOp" -> "210 yolo_v4/sync_batch_normalization_7/batchnorm/mul"; -"210 yolo_v4/sync_batch_normalization_7/batchnorm/mul" -> "211 yolo_v4/sync_batch_normalization_7/batchnorm/mul_1"; -"210 yolo_v4/sync_batch_normalization_7/batchnorm/mul" -> "214 yolo_v4/sync_batch_normalization_7/batchnorm/mul_2"; -"211 yolo_v4/sync_batch_normalization_7/batchnorm/mul_1" -> "218 yolo_v4/sync_batch_normalization_7/batchnorm/add_1"; -"212 yolo_v4/sync_batch_normalization_7/batchnorm/ReadVariableOp_1/resource" -> "213 yolo_v4/sync_batch_normalization_7/batchnorm/ReadVariableOp_1"; -"213 yolo_v4/sync_batch_normalization_7/batchnorm/ReadVariableOp_1" -> "214 yolo_v4/sync_batch_normalization_7/batchnorm/mul_2"; -"214 yolo_v4/sync_batch_normalization_7/batchnorm/mul_2" -> "217 yolo_v4/sync_batch_normalization_7/batchnorm/sub"; -"215 yolo_v4/sync_batch_normalization_7/batchnorm/ReadVariableOp_2/resource" -> "216 yolo_v4/sync_batch_normalization_7/batchnorm/ReadVariableOp_2"; -"216 yolo_v4/sync_batch_normalization_7/batchnorm/ReadVariableOp_2" -> "217 yolo_v4/sync_batch_normalization_7/batchnorm/sub"; -"217 yolo_v4/sync_batch_normalization_7/batchnorm/sub" -> "218 yolo_v4/sync_batch_normalization_7/batchnorm/add_1"; -"218 yolo_v4/sync_batch_normalization_7/batchnorm/add_1" -> "219 yolo_v4/activation_7/Softplus"; -"218 yolo_v4/sync_batch_normalization_7/batchnorm/add_1" -> "221 yolo_v4/activation_7/mul"; -"219 yolo_v4/activation_7/Softplus" -> "220 yolo_v4/activation_7/Tanh"; -"220 yolo_v4/activation_7/Tanh" -> "221 yolo_v4/activation_7/mul"; -"221 yolo_v4/activation_7/mul" -> "223 yolo_v4/zero_padding2d_1/Pad"; -"222 yolo_v4/zero_padding2d_1/Pad/paddings" -> "223 yolo_v4/zero_padding2d_1/Pad"; -"223 yolo_v4/zero_padding2d_1/Pad" -> "231 yolo_v4/conv2d_8/Conv2D"; -"224 yolo_v4/conv2d_8/Sigmoid/ReadVariableOp/resource" -> "225 yolo_v4/conv2d_8/Sigmoid/ReadVariableOp"; -"225 yolo_v4/conv2d_8/Sigmoid/ReadVariableOp" -> "226 yolo_v4/conv2d_8/Sigmoid"; -"226 yolo_v4/conv2d_8/Sigmoid" -> "227 yolo_v4/conv2d_8/Round"; -"227 yolo_v4/conv2d_8/Round" -> "230 yolo_v4/conv2d_8/mul"; -"228 yolo_v4/conv2d_8/ReadVariableOp/resource" -> "229 yolo_v4/conv2d_8/ReadVariableOp"; -"229 yolo_v4/conv2d_8/ReadVariableOp" -> "230 yolo_v4/conv2d_8/mul"; -"230 yolo_v4/conv2d_8/mul" -> "231 yolo_v4/conv2d_8/Conv2D"; -"231 yolo_v4/conv2d_8/Conv2D" -> "240 yolo_v4/sync_batch_normalization_8/batchnorm/mul_1"; -"232 yolo_v4/sync_batch_normalization_8/batchnorm/ReadVariableOp/resource" -> "233 yolo_v4/sync_batch_normalization_8/batchnorm/ReadVariableOp"; -"233 yolo_v4/sync_batch_normalization_8/batchnorm/ReadVariableOp" -> "235 yolo_v4/sync_batch_normalization_8/batchnorm/add"; -"234 yolo_v4/sync_batch_normalization_8/batchnorm/add/y" -> "235 yolo_v4/sync_batch_normalization_8/batchnorm/add"; -"235 yolo_v4/sync_batch_normalization_8/batchnorm/add" -> "236 yolo_v4/sync_batch_normalization_8/batchnorm/Rsqrt"; -"236 yolo_v4/sync_batch_normalization_8/batchnorm/Rsqrt" -> "239 yolo_v4/sync_batch_normalization_8/batchnorm/mul"; -"237 yolo_v4/sync_batch_normalization_8/batchnorm/mul/ReadVariableOp/resource" -> "238 yolo_v4/sync_batch_normalization_8/batchnorm/mul/ReadVariableOp"; -"238 yolo_v4/sync_batch_normalization_8/batchnorm/mul/ReadVariableOp" -> "239 yolo_v4/sync_batch_normalization_8/batchnorm/mul"; -"239 yolo_v4/sync_batch_normalization_8/batchnorm/mul" -> "240 yolo_v4/sync_batch_normalization_8/batchnorm/mul_1"; -"239 yolo_v4/sync_batch_normalization_8/batchnorm/mul" -> "243 yolo_v4/sync_batch_normalization_8/batchnorm/mul_2"; -"240 yolo_v4/sync_batch_normalization_8/batchnorm/mul_1" -> "247 yolo_v4/sync_batch_normalization_8/batchnorm/add_1"; -"241 yolo_v4/sync_batch_normalization_8/batchnorm/ReadVariableOp_1/resource" -> "242 yolo_v4/sync_batch_normalization_8/batchnorm/ReadVariableOp_1"; -"242 yolo_v4/sync_batch_normalization_8/batchnorm/ReadVariableOp_1" -> "243 yolo_v4/sync_batch_normalization_8/batchnorm/mul_2"; -"243 yolo_v4/sync_batch_normalization_8/batchnorm/mul_2" -> "246 yolo_v4/sync_batch_normalization_8/batchnorm/sub"; -"244 yolo_v4/sync_batch_normalization_8/batchnorm/ReadVariableOp_2/resource" -> "245 yolo_v4/sync_batch_normalization_8/batchnorm/ReadVariableOp_2"; -"245 yolo_v4/sync_batch_normalization_8/batchnorm/ReadVariableOp_2" -> "246 yolo_v4/sync_batch_normalization_8/batchnorm/sub"; -"246 yolo_v4/sync_batch_normalization_8/batchnorm/sub" -> "247 yolo_v4/sync_batch_normalization_8/batchnorm/add_1"; -"247 yolo_v4/sync_batch_normalization_8/batchnorm/add_1" -> "248 yolo_v4/activation_8/Softplus"; -"247 yolo_v4/sync_batch_normalization_8/batchnorm/add_1" -> "250 yolo_v4/activation_8/mul"; -"248 yolo_v4/activation_8/Softplus" -> "249 yolo_v4/activation_8/Tanh"; -"249 yolo_v4/activation_8/Tanh" -> "250 yolo_v4/activation_8/mul"; -"250 yolo_v4/activation_8/mul" -> "258 yolo_v4/conv2d_10/Conv2D"; -"250 yolo_v4/activation_8/mul" -> "395 yolo_v4/conv2d_9/Conv2D"; -"251 yolo_v4/conv2d_10/Sigmoid/ReadVariableOp/resource" -> "252 yolo_v4/conv2d_10/Sigmoid/ReadVariableOp"; -"252 yolo_v4/conv2d_10/Sigmoid/ReadVariableOp" -> "253 yolo_v4/conv2d_10/Sigmoid"; -"253 yolo_v4/conv2d_10/Sigmoid" -> "254 yolo_v4/conv2d_10/Round"; -"254 yolo_v4/conv2d_10/Round" -> "257 yolo_v4/conv2d_10/mul"; -"255 yolo_v4/conv2d_10/ReadVariableOp/resource" -> "256 yolo_v4/conv2d_10/ReadVariableOp"; -"256 yolo_v4/conv2d_10/ReadVariableOp" -> "257 yolo_v4/conv2d_10/mul"; -"257 yolo_v4/conv2d_10/mul" -> "258 yolo_v4/conv2d_10/Conv2D"; -"258 yolo_v4/conv2d_10/Conv2D" -> "267 yolo_v4/sync_batch_normalization_10/batchnorm/mul_1"; -"259 yolo_v4/sync_batch_normalization_10/batchnorm/ReadVariableOp/resource" -> "260 yolo_v4/sync_batch_normalization_10/batchnorm/ReadVariableOp"; -"260 yolo_v4/sync_batch_normalization_10/batchnorm/ReadVariableOp" -> "262 yolo_v4/sync_batch_normalization_10/batchnorm/add"; -"261 yolo_v4/sync_batch_normalization_10/batchnorm/add/y" -> "262 yolo_v4/sync_batch_normalization_10/batchnorm/add"; -"262 yolo_v4/sync_batch_normalization_10/batchnorm/add" -> "263 yolo_v4/sync_batch_normalization_10/batchnorm/Rsqrt"; -"263 yolo_v4/sync_batch_normalization_10/batchnorm/Rsqrt" -> "266 yolo_v4/sync_batch_normalization_10/batchnorm/mul"; -"264 yolo_v4/sync_batch_normalization_10/batchnorm/mul/ReadVariableOp/resource" -> "265 yolo_v4/sync_batch_normalization_10/batchnorm/mul/ReadVariableOp"; -"265 yolo_v4/sync_batch_normalization_10/batchnorm/mul/ReadVariableOp" -> "266 yolo_v4/sync_batch_normalization_10/batchnorm/mul"; -"266 yolo_v4/sync_batch_normalization_10/batchnorm/mul" -> "267 yolo_v4/sync_batch_normalization_10/batchnorm/mul_1"; -"266 yolo_v4/sync_batch_normalization_10/batchnorm/mul" -> "270 yolo_v4/sync_batch_normalization_10/batchnorm/mul_2"; -"267 yolo_v4/sync_batch_normalization_10/batchnorm/mul_1" -> "274 yolo_v4/sync_batch_normalization_10/batchnorm/add_1"; -"268 yolo_v4/sync_batch_normalization_10/batchnorm/ReadVariableOp_1/resource" -> "269 yolo_v4/sync_batch_normalization_10/batchnorm/ReadVariableOp_1"; -"269 yolo_v4/sync_batch_normalization_10/batchnorm/ReadVariableOp_1" -> "270 yolo_v4/sync_batch_normalization_10/batchnorm/mul_2"; -"270 yolo_v4/sync_batch_normalization_10/batchnorm/mul_2" -> "273 yolo_v4/sync_batch_normalization_10/batchnorm/sub"; -"271 yolo_v4/sync_batch_normalization_10/batchnorm/ReadVariableOp_2/resource" -> "272 yolo_v4/sync_batch_normalization_10/batchnorm/ReadVariableOp_2"; -"272 yolo_v4/sync_batch_normalization_10/batchnorm/ReadVariableOp_2" -> "273 yolo_v4/sync_batch_normalization_10/batchnorm/sub"; -"273 yolo_v4/sync_batch_normalization_10/batchnorm/sub" -> "274 yolo_v4/sync_batch_normalization_10/batchnorm/add_1"; -"274 yolo_v4/sync_batch_normalization_10/batchnorm/add_1" -> "275 yolo_v4/activation_10/Softplus"; -"274 yolo_v4/sync_batch_normalization_10/batchnorm/add_1" -> "277 yolo_v4/activation_10/mul"; -"275 yolo_v4/activation_10/Softplus" -> "276 yolo_v4/activation_10/Tanh"; -"276 yolo_v4/activation_10/Tanh" -> "277 yolo_v4/activation_10/mul"; -"277 yolo_v4/activation_10/mul" -> "285 yolo_v4/conv2d_11/Conv2D"; -"277 yolo_v4/activation_10/mul" -> "332 yolo_v4/add_1/add"; -"278 yolo_v4/conv2d_11/Sigmoid/ReadVariableOp/resource" -> "279 yolo_v4/conv2d_11/Sigmoid/ReadVariableOp"; -"279 yolo_v4/conv2d_11/Sigmoid/ReadVariableOp" -> "280 yolo_v4/conv2d_11/Sigmoid"; -"280 yolo_v4/conv2d_11/Sigmoid" -> "281 yolo_v4/conv2d_11/Round"; -"281 yolo_v4/conv2d_11/Round" -> "284 yolo_v4/conv2d_11/mul"; -"282 yolo_v4/conv2d_11/ReadVariableOp/resource" -> "283 yolo_v4/conv2d_11/ReadVariableOp"; -"283 yolo_v4/conv2d_11/ReadVariableOp" -> "284 yolo_v4/conv2d_11/mul"; -"284 yolo_v4/conv2d_11/mul" -> "285 yolo_v4/conv2d_11/Conv2D"; -"285 yolo_v4/conv2d_11/Conv2D" -> "294 yolo_v4/sync_batch_normalization_11/batchnorm/mul_1"; -"286 yolo_v4/sync_batch_normalization_11/batchnorm/ReadVariableOp/resource" -> "287 yolo_v4/sync_batch_normalization_11/batchnorm/ReadVariableOp"; -"287 yolo_v4/sync_batch_normalization_11/batchnorm/ReadVariableOp" -> "289 yolo_v4/sync_batch_normalization_11/batchnorm/add"; -"288 yolo_v4/sync_batch_normalization_11/batchnorm/add/y" -> "289 yolo_v4/sync_batch_normalization_11/batchnorm/add"; -"289 yolo_v4/sync_batch_normalization_11/batchnorm/add" -> "290 yolo_v4/sync_batch_normalization_11/batchnorm/Rsqrt"; -"290 yolo_v4/sync_batch_normalization_11/batchnorm/Rsqrt" -> "293 yolo_v4/sync_batch_normalization_11/batchnorm/mul"; -"291 yolo_v4/sync_batch_normalization_11/batchnorm/mul/ReadVariableOp/resource" -> "292 yolo_v4/sync_batch_normalization_11/batchnorm/mul/ReadVariableOp"; -"292 yolo_v4/sync_batch_normalization_11/batchnorm/mul/ReadVariableOp" -> "293 yolo_v4/sync_batch_normalization_11/batchnorm/mul"; -"293 yolo_v4/sync_batch_normalization_11/batchnorm/mul" -> "294 yolo_v4/sync_batch_normalization_11/batchnorm/mul_1"; -"293 yolo_v4/sync_batch_normalization_11/batchnorm/mul" -> "297 yolo_v4/sync_batch_normalization_11/batchnorm/mul_2"; -"294 yolo_v4/sync_batch_normalization_11/batchnorm/mul_1" -> "301 yolo_v4/sync_batch_normalization_11/batchnorm/add_1"; -"295 yolo_v4/sync_batch_normalization_11/batchnorm/ReadVariableOp_1/resource" -> "296 yolo_v4/sync_batch_normalization_11/batchnorm/ReadVariableOp_1"; -"296 yolo_v4/sync_batch_normalization_11/batchnorm/ReadVariableOp_1" -> "297 yolo_v4/sync_batch_normalization_11/batchnorm/mul_2"; -"297 yolo_v4/sync_batch_normalization_11/batchnorm/mul_2" -> "300 yolo_v4/sync_batch_normalization_11/batchnorm/sub"; -"298 yolo_v4/sync_batch_normalization_11/batchnorm/ReadVariableOp_2/resource" -> "299 yolo_v4/sync_batch_normalization_11/batchnorm/ReadVariableOp_2"; -"299 yolo_v4/sync_batch_normalization_11/batchnorm/ReadVariableOp_2" -> "300 yolo_v4/sync_batch_normalization_11/batchnorm/sub"; -"300 yolo_v4/sync_batch_normalization_11/batchnorm/sub" -> "301 yolo_v4/sync_batch_normalization_11/batchnorm/add_1"; -"301 yolo_v4/sync_batch_normalization_11/batchnorm/add_1" -> "302 yolo_v4/activation_11/Softplus"; -"301 yolo_v4/sync_batch_normalization_11/batchnorm/add_1" -> "304 yolo_v4/activation_11/mul"; -"302 yolo_v4/activation_11/Softplus" -> "303 yolo_v4/activation_11/Tanh"; -"303 yolo_v4/activation_11/Tanh" -> "304 yolo_v4/activation_11/mul"; -"304 yolo_v4/activation_11/mul" -> "312 yolo_v4/conv2d_12/Conv2D"; -"305 yolo_v4/conv2d_12/Sigmoid/ReadVariableOp/resource" -> "306 yolo_v4/conv2d_12/Sigmoid/ReadVariableOp"; -"306 yolo_v4/conv2d_12/Sigmoid/ReadVariableOp" -> "307 yolo_v4/conv2d_12/Sigmoid"; -"307 yolo_v4/conv2d_12/Sigmoid" -> "308 yolo_v4/conv2d_12/Round"; -"308 yolo_v4/conv2d_12/Round" -> "311 yolo_v4/conv2d_12/mul"; -"309 yolo_v4/conv2d_12/ReadVariableOp/resource" -> "310 yolo_v4/conv2d_12/ReadVariableOp"; -"310 yolo_v4/conv2d_12/ReadVariableOp" -> "311 yolo_v4/conv2d_12/mul"; -"311 yolo_v4/conv2d_12/mul" -> "312 yolo_v4/conv2d_12/Conv2D"; -"312 yolo_v4/conv2d_12/Conv2D" -> "321 yolo_v4/sync_batch_normalization_12/batchnorm/mul_1"; -"313 yolo_v4/sync_batch_normalization_12/batchnorm/ReadVariableOp/resource" -> "314 yolo_v4/sync_batch_normalization_12/batchnorm/ReadVariableOp"; -"314 yolo_v4/sync_batch_normalization_12/batchnorm/ReadVariableOp" -> "316 yolo_v4/sync_batch_normalization_12/batchnorm/add"; -"315 yolo_v4/sync_batch_normalization_12/batchnorm/add/y" -> "316 yolo_v4/sync_batch_normalization_12/batchnorm/add"; -"316 yolo_v4/sync_batch_normalization_12/batchnorm/add" -> "317 yolo_v4/sync_batch_normalization_12/batchnorm/Rsqrt"; -"317 yolo_v4/sync_batch_normalization_12/batchnorm/Rsqrt" -> "320 yolo_v4/sync_batch_normalization_12/batchnorm/mul"; -"318 yolo_v4/sync_batch_normalization_12/batchnorm/mul/ReadVariableOp/resource" -> "319 yolo_v4/sync_batch_normalization_12/batchnorm/mul/ReadVariableOp"; -"319 yolo_v4/sync_batch_normalization_12/batchnorm/mul/ReadVariableOp" -> "320 yolo_v4/sync_batch_normalization_12/batchnorm/mul"; -"320 yolo_v4/sync_batch_normalization_12/batchnorm/mul" -> "321 yolo_v4/sync_batch_normalization_12/batchnorm/mul_1"; -"320 yolo_v4/sync_batch_normalization_12/batchnorm/mul" -> "324 yolo_v4/sync_batch_normalization_12/batchnorm/mul_2"; -"321 yolo_v4/sync_batch_normalization_12/batchnorm/mul_1" -> "328 yolo_v4/sync_batch_normalization_12/batchnorm/add_1"; -"322 yolo_v4/sync_batch_normalization_12/batchnorm/ReadVariableOp_1/resource" -> "323 yolo_v4/sync_batch_normalization_12/batchnorm/ReadVariableOp_1"; -"323 yolo_v4/sync_batch_normalization_12/batchnorm/ReadVariableOp_1" -> "324 yolo_v4/sync_batch_normalization_12/batchnorm/mul_2"; -"324 yolo_v4/sync_batch_normalization_12/batchnorm/mul_2" -> "327 yolo_v4/sync_batch_normalization_12/batchnorm/sub"; -"325 yolo_v4/sync_batch_normalization_12/batchnorm/ReadVariableOp_2/resource" -> "326 yolo_v4/sync_batch_normalization_12/batchnorm/ReadVariableOp_2"; -"326 yolo_v4/sync_batch_normalization_12/batchnorm/ReadVariableOp_2" -> "327 yolo_v4/sync_batch_normalization_12/batchnorm/sub"; -"327 yolo_v4/sync_batch_normalization_12/batchnorm/sub" -> "328 yolo_v4/sync_batch_normalization_12/batchnorm/add_1"; -"328 yolo_v4/sync_batch_normalization_12/batchnorm/add_1" -> "329 yolo_v4/activation_12/Softplus"; -"328 yolo_v4/sync_batch_normalization_12/batchnorm/add_1" -> "331 yolo_v4/activation_12/mul"; -"329 yolo_v4/activation_12/Softplus" -> "330 yolo_v4/activation_12/Tanh"; -"330 yolo_v4/activation_12/Tanh" -> "331 yolo_v4/activation_12/mul"; -"331 yolo_v4/activation_12/mul" -> "332 yolo_v4/add_1/add"; -"332 yolo_v4/add_1/add" -> "340 yolo_v4/conv2d_13/Conv2D"; -"332 yolo_v4/add_1/add" -> "387 yolo_v4/add_2/add"; -"333 yolo_v4/conv2d_13/Sigmoid/ReadVariableOp/resource" -> "334 yolo_v4/conv2d_13/Sigmoid/ReadVariableOp"; -"334 yolo_v4/conv2d_13/Sigmoid/ReadVariableOp" -> "335 yolo_v4/conv2d_13/Sigmoid"; -"335 yolo_v4/conv2d_13/Sigmoid" -> "336 yolo_v4/conv2d_13/Round"; -"336 yolo_v4/conv2d_13/Round" -> "339 yolo_v4/conv2d_13/mul"; -"337 yolo_v4/conv2d_13/ReadVariableOp/resource" -> "338 yolo_v4/conv2d_13/ReadVariableOp"; -"338 yolo_v4/conv2d_13/ReadVariableOp" -> "339 yolo_v4/conv2d_13/mul"; -"339 yolo_v4/conv2d_13/mul" -> "340 yolo_v4/conv2d_13/Conv2D"; -"340 yolo_v4/conv2d_13/Conv2D" -> "349 yolo_v4/sync_batch_normalization_13/batchnorm/mul_1"; -"341 yolo_v4/sync_batch_normalization_13/batchnorm/ReadVariableOp/resource" -> "342 yolo_v4/sync_batch_normalization_13/batchnorm/ReadVariableOp"; -"342 yolo_v4/sync_batch_normalization_13/batchnorm/ReadVariableOp" -> "344 yolo_v4/sync_batch_normalization_13/batchnorm/add"; -"343 yolo_v4/sync_batch_normalization_13/batchnorm/add/y" -> "344 yolo_v4/sync_batch_normalization_13/batchnorm/add"; -"344 yolo_v4/sync_batch_normalization_13/batchnorm/add" -> "345 yolo_v4/sync_batch_normalization_13/batchnorm/Rsqrt"; -"345 yolo_v4/sync_batch_normalization_13/batchnorm/Rsqrt" -> "348 yolo_v4/sync_batch_normalization_13/batchnorm/mul"; -"346 yolo_v4/sync_batch_normalization_13/batchnorm/mul/ReadVariableOp/resource" -> "347 yolo_v4/sync_batch_normalization_13/batchnorm/mul/ReadVariableOp"; -"347 yolo_v4/sync_batch_normalization_13/batchnorm/mul/ReadVariableOp" -> "348 yolo_v4/sync_batch_normalization_13/batchnorm/mul"; -"348 yolo_v4/sync_batch_normalization_13/batchnorm/mul" -> "349 yolo_v4/sync_batch_normalization_13/batchnorm/mul_1"; -"348 yolo_v4/sync_batch_normalization_13/batchnorm/mul" -> "352 yolo_v4/sync_batch_normalization_13/batchnorm/mul_2"; -"349 yolo_v4/sync_batch_normalization_13/batchnorm/mul_1" -> "356 yolo_v4/sync_batch_normalization_13/batchnorm/add_1"; -"350 yolo_v4/sync_batch_normalization_13/batchnorm/ReadVariableOp_1/resource" -> "351 yolo_v4/sync_batch_normalization_13/batchnorm/ReadVariableOp_1"; -"351 yolo_v4/sync_batch_normalization_13/batchnorm/ReadVariableOp_1" -> "352 yolo_v4/sync_batch_normalization_13/batchnorm/mul_2"; -"352 yolo_v4/sync_batch_normalization_13/batchnorm/mul_2" -> "355 yolo_v4/sync_batch_normalization_13/batchnorm/sub"; -"353 yolo_v4/sync_batch_normalization_13/batchnorm/ReadVariableOp_2/resource" -> "354 yolo_v4/sync_batch_normalization_13/batchnorm/ReadVariableOp_2"; -"354 yolo_v4/sync_batch_normalization_13/batchnorm/ReadVariableOp_2" -> "355 yolo_v4/sync_batch_normalization_13/batchnorm/sub"; -"355 yolo_v4/sync_batch_normalization_13/batchnorm/sub" -> "356 yolo_v4/sync_batch_normalization_13/batchnorm/add_1"; -"356 yolo_v4/sync_batch_normalization_13/batchnorm/add_1" -> "357 yolo_v4/activation_13/Softplus"; -"356 yolo_v4/sync_batch_normalization_13/batchnorm/add_1" -> "359 yolo_v4/activation_13/mul"; -"357 yolo_v4/activation_13/Softplus" -> "358 yolo_v4/activation_13/Tanh"; -"358 yolo_v4/activation_13/Tanh" -> "359 yolo_v4/activation_13/mul"; -"359 yolo_v4/activation_13/mul" -> "367 yolo_v4/conv2d_14/Conv2D"; -"360 yolo_v4/conv2d_14/Sigmoid/ReadVariableOp/resource" -> "361 yolo_v4/conv2d_14/Sigmoid/ReadVariableOp"; -"361 yolo_v4/conv2d_14/Sigmoid/ReadVariableOp" -> "362 yolo_v4/conv2d_14/Sigmoid"; -"362 yolo_v4/conv2d_14/Sigmoid" -> "363 yolo_v4/conv2d_14/Round"; -"363 yolo_v4/conv2d_14/Round" -> "366 yolo_v4/conv2d_14/mul"; -"364 yolo_v4/conv2d_14/ReadVariableOp/resource" -> "365 yolo_v4/conv2d_14/ReadVariableOp"; -"365 yolo_v4/conv2d_14/ReadVariableOp" -> "366 yolo_v4/conv2d_14/mul"; -"366 yolo_v4/conv2d_14/mul" -> "367 yolo_v4/conv2d_14/Conv2D"; -"367 yolo_v4/conv2d_14/Conv2D" -> "376 yolo_v4/sync_batch_normalization_14/batchnorm/mul_1"; -"368 yolo_v4/sync_batch_normalization_14/batchnorm/ReadVariableOp/resource" -> "369 yolo_v4/sync_batch_normalization_14/batchnorm/ReadVariableOp"; -"369 yolo_v4/sync_batch_normalization_14/batchnorm/ReadVariableOp" -> "371 yolo_v4/sync_batch_normalization_14/batchnorm/add"; -"370 yolo_v4/sync_batch_normalization_14/batchnorm/add/y" -> "371 yolo_v4/sync_batch_normalization_14/batchnorm/add"; -"371 yolo_v4/sync_batch_normalization_14/batchnorm/add" -> "372 yolo_v4/sync_batch_normalization_14/batchnorm/Rsqrt"; -"372 yolo_v4/sync_batch_normalization_14/batchnorm/Rsqrt" -> "375 yolo_v4/sync_batch_normalization_14/batchnorm/mul"; -"373 yolo_v4/sync_batch_normalization_14/batchnorm/mul/ReadVariableOp/resource" -> "374 yolo_v4/sync_batch_normalization_14/batchnorm/mul/ReadVariableOp"; -"374 yolo_v4/sync_batch_normalization_14/batchnorm/mul/ReadVariableOp" -> "375 yolo_v4/sync_batch_normalization_14/batchnorm/mul"; -"375 yolo_v4/sync_batch_normalization_14/batchnorm/mul" -> "376 yolo_v4/sync_batch_normalization_14/batchnorm/mul_1"; -"375 yolo_v4/sync_batch_normalization_14/batchnorm/mul" -> "379 yolo_v4/sync_batch_normalization_14/batchnorm/mul_2"; -"376 yolo_v4/sync_batch_normalization_14/batchnorm/mul_1" -> "383 yolo_v4/sync_batch_normalization_14/batchnorm/add_1"; -"377 yolo_v4/sync_batch_normalization_14/batchnorm/ReadVariableOp_1/resource" -> "378 yolo_v4/sync_batch_normalization_14/batchnorm/ReadVariableOp_1"; -"378 yolo_v4/sync_batch_normalization_14/batchnorm/ReadVariableOp_1" -> "379 yolo_v4/sync_batch_normalization_14/batchnorm/mul_2"; -"379 yolo_v4/sync_batch_normalization_14/batchnorm/mul_2" -> "382 yolo_v4/sync_batch_normalization_14/batchnorm/sub"; -"380 yolo_v4/sync_batch_normalization_14/batchnorm/ReadVariableOp_2/resource" -> "381 yolo_v4/sync_batch_normalization_14/batchnorm/ReadVariableOp_2"; -"381 yolo_v4/sync_batch_normalization_14/batchnorm/ReadVariableOp_2" -> "382 yolo_v4/sync_batch_normalization_14/batchnorm/sub"; -"382 yolo_v4/sync_batch_normalization_14/batchnorm/sub" -> "383 yolo_v4/sync_batch_normalization_14/batchnorm/add_1"; -"383 yolo_v4/sync_batch_normalization_14/batchnorm/add_1" -> "384 yolo_v4/activation_14/Softplus"; -"383 yolo_v4/sync_batch_normalization_14/batchnorm/add_1" -> "386 yolo_v4/activation_14/mul"; -"384 yolo_v4/activation_14/Softplus" -> "385 yolo_v4/activation_14/Tanh"; -"385 yolo_v4/activation_14/Tanh" -> "386 yolo_v4/activation_14/mul"; -"386 yolo_v4/activation_14/mul" -> "387 yolo_v4/add_2/add"; -"387 yolo_v4/add_2/add" -> "403 yolo_v4/conv2d_15/Conv2D"; -"388 yolo_v4/conv2d_9/Sigmoid/ReadVariableOp/resource" -> "389 yolo_v4/conv2d_9/Sigmoid/ReadVariableOp"; -"389 yolo_v4/conv2d_9/Sigmoid/ReadVariableOp" -> "390 yolo_v4/conv2d_9/Sigmoid"; -"390 yolo_v4/conv2d_9/Sigmoid" -> "391 yolo_v4/conv2d_9/Round"; -"391 yolo_v4/conv2d_9/Round" -> "394 yolo_v4/conv2d_9/mul"; -"392 yolo_v4/conv2d_9/ReadVariableOp/resource" -> "393 yolo_v4/conv2d_9/ReadVariableOp"; -"393 yolo_v4/conv2d_9/ReadVariableOp" -> "394 yolo_v4/conv2d_9/mul"; -"394 yolo_v4/conv2d_9/mul" -> "395 yolo_v4/conv2d_9/Conv2D"; -"395 yolo_v4/conv2d_9/Conv2D" -> "412 yolo_v4/sync_batch_normalization_9/batchnorm/mul_1"; -"396 yolo_v4/conv2d_15/Sigmoid/ReadVariableOp/resource" -> "397 yolo_v4/conv2d_15/Sigmoid/ReadVariableOp"; -"397 yolo_v4/conv2d_15/Sigmoid/ReadVariableOp" -> "398 yolo_v4/conv2d_15/Sigmoid"; -"398 yolo_v4/conv2d_15/Sigmoid" -> "399 yolo_v4/conv2d_15/Round"; -"399 yolo_v4/conv2d_15/Round" -> "402 yolo_v4/conv2d_15/mul"; -"400 yolo_v4/conv2d_15/ReadVariableOp/resource" -> "401 yolo_v4/conv2d_15/ReadVariableOp"; -"401 yolo_v4/conv2d_15/ReadVariableOp" -> "402 yolo_v4/conv2d_15/mul"; -"402 yolo_v4/conv2d_15/mul" -> "403 yolo_v4/conv2d_15/Conv2D"; -"403 yolo_v4/conv2d_15/Conv2D" -> "428 yolo_v4/sync_batch_normalization_15/batchnorm/mul_1"; -"404 yolo_v4/sync_batch_normalization_9/batchnorm/ReadVariableOp/resource" -> "405 yolo_v4/sync_batch_normalization_9/batchnorm/ReadVariableOp"; -"405 yolo_v4/sync_batch_normalization_9/batchnorm/ReadVariableOp" -> "407 yolo_v4/sync_batch_normalization_9/batchnorm/add"; -"406 yolo_v4/sync_batch_normalization_9/batchnorm/add/y" -> "407 yolo_v4/sync_batch_normalization_9/batchnorm/add"; -"407 yolo_v4/sync_batch_normalization_9/batchnorm/add" -> "408 yolo_v4/sync_batch_normalization_9/batchnorm/Rsqrt"; -"408 yolo_v4/sync_batch_normalization_9/batchnorm/Rsqrt" -> "411 yolo_v4/sync_batch_normalization_9/batchnorm/mul"; -"409 yolo_v4/sync_batch_normalization_9/batchnorm/mul/ReadVariableOp/resource" -> "410 yolo_v4/sync_batch_normalization_9/batchnorm/mul/ReadVariableOp"; -"410 yolo_v4/sync_batch_normalization_9/batchnorm/mul/ReadVariableOp" -> "411 yolo_v4/sync_batch_normalization_9/batchnorm/mul"; -"411 yolo_v4/sync_batch_normalization_9/batchnorm/mul" -> "412 yolo_v4/sync_batch_normalization_9/batchnorm/mul_1"; -"411 yolo_v4/sync_batch_normalization_9/batchnorm/mul" -> "415 yolo_v4/sync_batch_normalization_9/batchnorm/mul_2"; -"412 yolo_v4/sync_batch_normalization_9/batchnorm/mul_1" -> "419 yolo_v4/sync_batch_normalization_9/batchnorm/add_1"; -"413 yolo_v4/sync_batch_normalization_9/batchnorm/ReadVariableOp_1/resource" -> "414 yolo_v4/sync_batch_normalization_9/batchnorm/ReadVariableOp_1"; -"414 yolo_v4/sync_batch_normalization_9/batchnorm/ReadVariableOp_1" -> "415 yolo_v4/sync_batch_normalization_9/batchnorm/mul_2"; -"415 yolo_v4/sync_batch_normalization_9/batchnorm/mul_2" -> "418 yolo_v4/sync_batch_normalization_9/batchnorm/sub"; -"416 yolo_v4/sync_batch_normalization_9/batchnorm/ReadVariableOp_2/resource" -> "417 yolo_v4/sync_batch_normalization_9/batchnorm/ReadVariableOp_2"; -"417 yolo_v4/sync_batch_normalization_9/batchnorm/ReadVariableOp_2" -> "418 yolo_v4/sync_batch_normalization_9/batchnorm/sub"; -"418 yolo_v4/sync_batch_normalization_9/batchnorm/sub" -> "419 yolo_v4/sync_batch_normalization_9/batchnorm/add_1"; -"419 yolo_v4/sync_batch_normalization_9/batchnorm/add_1" -> "439 yolo_v4/activation_9/Softplus"; -"419 yolo_v4/sync_batch_normalization_9/batchnorm/add_1" -> "441 yolo_v4/activation_9/mul"; -"420 yolo_v4/sync_batch_normalization_15/batchnorm/ReadVariableOp/resource" -> "421 yolo_v4/sync_batch_normalization_15/batchnorm/ReadVariableOp"; -"421 yolo_v4/sync_batch_normalization_15/batchnorm/ReadVariableOp" -> "423 yolo_v4/sync_batch_normalization_15/batchnorm/add"; -"422 yolo_v4/sync_batch_normalization_15/batchnorm/add/y" -> "423 yolo_v4/sync_batch_normalization_15/batchnorm/add"; -"423 yolo_v4/sync_batch_normalization_15/batchnorm/add" -> "424 yolo_v4/sync_batch_normalization_15/batchnorm/Rsqrt"; -"424 yolo_v4/sync_batch_normalization_15/batchnorm/Rsqrt" -> "427 yolo_v4/sync_batch_normalization_15/batchnorm/mul"; -"425 yolo_v4/sync_batch_normalization_15/batchnorm/mul/ReadVariableOp/resource" -> "426 yolo_v4/sync_batch_normalization_15/batchnorm/mul/ReadVariableOp"; -"426 yolo_v4/sync_batch_normalization_15/batchnorm/mul/ReadVariableOp" -> "427 yolo_v4/sync_batch_normalization_15/batchnorm/mul"; -"427 yolo_v4/sync_batch_normalization_15/batchnorm/mul" -> "428 yolo_v4/sync_batch_normalization_15/batchnorm/mul_1"; -"427 yolo_v4/sync_batch_normalization_15/batchnorm/mul" -> "431 yolo_v4/sync_batch_normalization_15/batchnorm/mul_2"; -"428 yolo_v4/sync_batch_normalization_15/batchnorm/mul_1" -> "435 yolo_v4/sync_batch_normalization_15/batchnorm/add_1"; -"429 yolo_v4/sync_batch_normalization_15/batchnorm/ReadVariableOp_1/resource" -> "430 yolo_v4/sync_batch_normalization_15/batchnorm/ReadVariableOp_1"; -"430 yolo_v4/sync_batch_normalization_15/batchnorm/ReadVariableOp_1" -> "431 yolo_v4/sync_batch_normalization_15/batchnorm/mul_2"; -"431 yolo_v4/sync_batch_normalization_15/batchnorm/mul_2" -> "434 yolo_v4/sync_batch_normalization_15/batchnorm/sub"; -"432 yolo_v4/sync_batch_normalization_15/batchnorm/ReadVariableOp_2/resource" -> "433 yolo_v4/sync_batch_normalization_15/batchnorm/ReadVariableOp_2"; -"433 yolo_v4/sync_batch_normalization_15/batchnorm/ReadVariableOp_2" -> "434 yolo_v4/sync_batch_normalization_15/batchnorm/sub"; -"434 yolo_v4/sync_batch_normalization_15/batchnorm/sub" -> "435 yolo_v4/sync_batch_normalization_15/batchnorm/add_1"; -"435 yolo_v4/sync_batch_normalization_15/batchnorm/add_1" -> "436 yolo_v4/activation_15/Softplus"; -"435 yolo_v4/sync_batch_normalization_15/batchnorm/add_1" -> "438 yolo_v4/activation_15/mul"; -"436 yolo_v4/activation_15/Softplus" -> "437 yolo_v4/activation_15/Tanh"; -"437 yolo_v4/activation_15/Tanh" -> "438 yolo_v4/activation_15/mul"; -"438 yolo_v4/activation_15/mul" -> "443 yolo_v4/concatenate_1/concat"; -"439 yolo_v4/activation_9/Softplus" -> "440 yolo_v4/activation_9/Tanh"; -"440 yolo_v4/activation_9/Tanh" -> "441 yolo_v4/activation_9/mul"; -"441 yolo_v4/activation_9/mul" -> "443 yolo_v4/concatenate_1/concat"; -"442 yolo_v4/concatenate_1/concat/axis" -> "443 yolo_v4/concatenate_1/concat"; -"443 yolo_v4/concatenate_1/concat" -> "451 yolo_v4/conv2d_16/Conv2D"; -"444 yolo_v4/conv2d_16/Sigmoid/ReadVariableOp/resource" -> "445 yolo_v4/conv2d_16/Sigmoid/ReadVariableOp"; -"445 yolo_v4/conv2d_16/Sigmoid/ReadVariableOp" -> "446 yolo_v4/conv2d_16/Sigmoid"; -"446 yolo_v4/conv2d_16/Sigmoid" -> "447 yolo_v4/conv2d_16/Round"; -"447 yolo_v4/conv2d_16/Round" -> "450 yolo_v4/conv2d_16/mul"; -"448 yolo_v4/conv2d_16/ReadVariableOp/resource" -> "449 yolo_v4/conv2d_16/ReadVariableOp"; -"449 yolo_v4/conv2d_16/ReadVariableOp" -> "450 yolo_v4/conv2d_16/mul"; -"450 yolo_v4/conv2d_16/mul" -> "451 yolo_v4/conv2d_16/Conv2D"; -"451 yolo_v4/conv2d_16/Conv2D" -> "460 yolo_v4/sync_batch_normalization_16/batchnorm/mul_1"; -"452 yolo_v4/sync_batch_normalization_16/batchnorm/ReadVariableOp/resource" -> "453 yolo_v4/sync_batch_normalization_16/batchnorm/ReadVariableOp"; -"453 yolo_v4/sync_batch_normalization_16/batchnorm/ReadVariableOp" -> "455 yolo_v4/sync_batch_normalization_16/batchnorm/add"; -"454 yolo_v4/sync_batch_normalization_16/batchnorm/add/y" -> "455 yolo_v4/sync_batch_normalization_16/batchnorm/add"; -"455 yolo_v4/sync_batch_normalization_16/batchnorm/add" -> "456 yolo_v4/sync_batch_normalization_16/batchnorm/Rsqrt"; -"456 yolo_v4/sync_batch_normalization_16/batchnorm/Rsqrt" -> "459 yolo_v4/sync_batch_normalization_16/batchnorm/mul"; -"457 yolo_v4/sync_batch_normalization_16/batchnorm/mul/ReadVariableOp/resource" -> "458 yolo_v4/sync_batch_normalization_16/batchnorm/mul/ReadVariableOp"; -"458 yolo_v4/sync_batch_normalization_16/batchnorm/mul/ReadVariableOp" -> "459 yolo_v4/sync_batch_normalization_16/batchnorm/mul"; -"459 yolo_v4/sync_batch_normalization_16/batchnorm/mul" -> "460 yolo_v4/sync_batch_normalization_16/batchnorm/mul_1"; -"459 yolo_v4/sync_batch_normalization_16/batchnorm/mul" -> "463 yolo_v4/sync_batch_normalization_16/batchnorm/mul_2"; -"460 yolo_v4/sync_batch_normalization_16/batchnorm/mul_1" -> "467 yolo_v4/sync_batch_normalization_16/batchnorm/add_1"; -"461 yolo_v4/sync_batch_normalization_16/batchnorm/ReadVariableOp_1/resource" -> "462 yolo_v4/sync_batch_normalization_16/batchnorm/ReadVariableOp_1"; -"462 yolo_v4/sync_batch_normalization_16/batchnorm/ReadVariableOp_1" -> "463 yolo_v4/sync_batch_normalization_16/batchnorm/mul_2"; -"463 yolo_v4/sync_batch_normalization_16/batchnorm/mul_2" -> "466 yolo_v4/sync_batch_normalization_16/batchnorm/sub"; -"464 yolo_v4/sync_batch_normalization_16/batchnorm/ReadVariableOp_2/resource" -> "465 yolo_v4/sync_batch_normalization_16/batchnorm/ReadVariableOp_2"; -"465 yolo_v4/sync_batch_normalization_16/batchnorm/ReadVariableOp_2" -> "466 yolo_v4/sync_batch_normalization_16/batchnorm/sub"; -"466 yolo_v4/sync_batch_normalization_16/batchnorm/sub" -> "467 yolo_v4/sync_batch_normalization_16/batchnorm/add_1"; -"467 yolo_v4/sync_batch_normalization_16/batchnorm/add_1" -> "468 yolo_v4/activation_16/Softplus"; -"467 yolo_v4/sync_batch_normalization_16/batchnorm/add_1" -> "470 yolo_v4/activation_16/mul"; -"468 yolo_v4/activation_16/Softplus" -> "469 yolo_v4/activation_16/Tanh"; -"469 yolo_v4/activation_16/Tanh" -> "470 yolo_v4/activation_16/mul"; -"470 yolo_v4/activation_16/mul" -> "472 yolo_v4/zero_padding2d_2/Pad"; -"471 yolo_v4/zero_padding2d_2/Pad/paddings" -> "472 yolo_v4/zero_padding2d_2/Pad"; -"472 yolo_v4/zero_padding2d_2/Pad" -> "480 yolo_v4/conv2d_17/Conv2D"; -"473 yolo_v4/conv2d_17/Sigmoid/ReadVariableOp/resource" -> "474 yolo_v4/conv2d_17/Sigmoid/ReadVariableOp"; -"474 yolo_v4/conv2d_17/Sigmoid/ReadVariableOp" -> "475 yolo_v4/conv2d_17/Sigmoid"; -"475 yolo_v4/conv2d_17/Sigmoid" -> "476 yolo_v4/conv2d_17/Round"; -"476 yolo_v4/conv2d_17/Round" -> "479 yolo_v4/conv2d_17/mul"; -"477 yolo_v4/conv2d_17/ReadVariableOp/resource" -> "478 yolo_v4/conv2d_17/ReadVariableOp"; -"478 yolo_v4/conv2d_17/ReadVariableOp" -> "479 yolo_v4/conv2d_17/mul"; -"479 yolo_v4/conv2d_17/mul" -> "480 yolo_v4/conv2d_17/Conv2D"; -"480 yolo_v4/conv2d_17/Conv2D" -> "489 yolo_v4/sync_batch_normalization_17/batchnorm/mul_1"; -"481 yolo_v4/sync_batch_normalization_17/batchnorm/ReadVariableOp/resource" -> "482 yolo_v4/sync_batch_normalization_17/batchnorm/ReadVariableOp"; -"482 yolo_v4/sync_batch_normalization_17/batchnorm/ReadVariableOp" -> "484 yolo_v4/sync_batch_normalization_17/batchnorm/add"; -"483 yolo_v4/sync_batch_normalization_17/batchnorm/add/y" -> "484 yolo_v4/sync_batch_normalization_17/batchnorm/add"; -"484 yolo_v4/sync_batch_normalization_17/batchnorm/add" -> "485 yolo_v4/sync_batch_normalization_17/batchnorm/Rsqrt"; -"485 yolo_v4/sync_batch_normalization_17/batchnorm/Rsqrt" -> "488 yolo_v4/sync_batch_normalization_17/batchnorm/mul"; -"486 yolo_v4/sync_batch_normalization_17/batchnorm/mul/ReadVariableOp/resource" -> "487 yolo_v4/sync_batch_normalization_17/batchnorm/mul/ReadVariableOp"; -"487 yolo_v4/sync_batch_normalization_17/batchnorm/mul/ReadVariableOp" -> "488 yolo_v4/sync_batch_normalization_17/batchnorm/mul"; -"488 yolo_v4/sync_batch_normalization_17/batchnorm/mul" -> "489 yolo_v4/sync_batch_normalization_17/batchnorm/mul_1"; -"488 yolo_v4/sync_batch_normalization_17/batchnorm/mul" -> "492 yolo_v4/sync_batch_normalization_17/batchnorm/mul_2"; -"489 yolo_v4/sync_batch_normalization_17/batchnorm/mul_1" -> "496 yolo_v4/sync_batch_normalization_17/batchnorm/add_1"; -"490 yolo_v4/sync_batch_normalization_17/batchnorm/ReadVariableOp_1/resource" -> "491 yolo_v4/sync_batch_normalization_17/batchnorm/ReadVariableOp_1"; -"491 yolo_v4/sync_batch_normalization_17/batchnorm/ReadVariableOp_1" -> "492 yolo_v4/sync_batch_normalization_17/batchnorm/mul_2"; -"492 yolo_v4/sync_batch_normalization_17/batchnorm/mul_2" -> "495 yolo_v4/sync_batch_normalization_17/batchnorm/sub"; -"493 yolo_v4/sync_batch_normalization_17/batchnorm/ReadVariableOp_2/resource" -> "494 yolo_v4/sync_batch_normalization_17/batchnorm/ReadVariableOp_2"; -"494 yolo_v4/sync_batch_normalization_17/batchnorm/ReadVariableOp_2" -> "495 yolo_v4/sync_batch_normalization_17/batchnorm/sub"; -"495 yolo_v4/sync_batch_normalization_17/batchnorm/sub" -> "496 yolo_v4/sync_batch_normalization_17/batchnorm/add_1"; -"496 yolo_v4/sync_batch_normalization_17/batchnorm/add_1" -> "497 yolo_v4/activation_17/Softplus"; -"496 yolo_v4/sync_batch_normalization_17/batchnorm/add_1" -> "499 yolo_v4/activation_17/mul"; -"497 yolo_v4/activation_17/Softplus" -> "498 yolo_v4/activation_17/Tanh"; -"498 yolo_v4/activation_17/Tanh" -> "499 yolo_v4/activation_17/mul"; -"499 yolo_v4/activation_17/mul" -> "507 yolo_v4/conv2d_19/Conv2D"; -"499 yolo_v4/activation_17/mul" -> "974 yolo_v4/conv2d_18/Conv2D"; -"500 yolo_v4/conv2d_19/Sigmoid/ReadVariableOp/resource" -> "501 yolo_v4/conv2d_19/Sigmoid/ReadVariableOp"; -"501 yolo_v4/conv2d_19/Sigmoid/ReadVariableOp" -> "502 yolo_v4/conv2d_19/Sigmoid"; -"502 yolo_v4/conv2d_19/Sigmoid" -> "503 yolo_v4/conv2d_19/Round"; -"503 yolo_v4/conv2d_19/Round" -> "506 yolo_v4/conv2d_19/mul"; -"504 yolo_v4/conv2d_19/ReadVariableOp/resource" -> "505 yolo_v4/conv2d_19/ReadVariableOp"; -"505 yolo_v4/conv2d_19/ReadVariableOp" -> "506 yolo_v4/conv2d_19/mul"; -"506 yolo_v4/conv2d_19/mul" -> "507 yolo_v4/conv2d_19/Conv2D"; -"507 yolo_v4/conv2d_19/Conv2D" -> "516 yolo_v4/sync_batch_normalization_19/batchnorm/mul_1"; -"508 yolo_v4/sync_batch_normalization_19/batchnorm/ReadVariableOp/resource" -> "509 yolo_v4/sync_batch_normalization_19/batchnorm/ReadVariableOp"; -"509 yolo_v4/sync_batch_normalization_19/batchnorm/ReadVariableOp" -> "511 yolo_v4/sync_batch_normalization_19/batchnorm/add"; -"510 yolo_v4/sync_batch_normalization_19/batchnorm/add/y" -> "511 yolo_v4/sync_batch_normalization_19/batchnorm/add"; -"511 yolo_v4/sync_batch_normalization_19/batchnorm/add" -> "512 yolo_v4/sync_batch_normalization_19/batchnorm/Rsqrt"; -"512 yolo_v4/sync_batch_normalization_19/batchnorm/Rsqrt" -> "515 yolo_v4/sync_batch_normalization_19/batchnorm/mul"; -"513 yolo_v4/sync_batch_normalization_19/batchnorm/mul/ReadVariableOp/resource" -> "514 yolo_v4/sync_batch_normalization_19/batchnorm/mul/ReadVariableOp"; -"514 yolo_v4/sync_batch_normalization_19/batchnorm/mul/ReadVariableOp" -> "515 yolo_v4/sync_batch_normalization_19/batchnorm/mul"; -"515 yolo_v4/sync_batch_normalization_19/batchnorm/mul" -> "516 yolo_v4/sync_batch_normalization_19/batchnorm/mul_1"; -"515 yolo_v4/sync_batch_normalization_19/batchnorm/mul" -> "519 yolo_v4/sync_batch_normalization_19/batchnorm/mul_2"; -"516 yolo_v4/sync_batch_normalization_19/batchnorm/mul_1" -> "523 yolo_v4/sync_batch_normalization_19/batchnorm/add_1"; -"517 yolo_v4/sync_batch_normalization_19/batchnorm/ReadVariableOp_1/resource" -> "518 yolo_v4/sync_batch_normalization_19/batchnorm/ReadVariableOp_1"; -"518 yolo_v4/sync_batch_normalization_19/batchnorm/ReadVariableOp_1" -> "519 yolo_v4/sync_batch_normalization_19/batchnorm/mul_2"; -"519 yolo_v4/sync_batch_normalization_19/batchnorm/mul_2" -> "522 yolo_v4/sync_batch_normalization_19/batchnorm/sub"; -"520 yolo_v4/sync_batch_normalization_19/batchnorm/ReadVariableOp_2/resource" -> "521 yolo_v4/sync_batch_normalization_19/batchnorm/ReadVariableOp_2"; -"521 yolo_v4/sync_batch_normalization_19/batchnorm/ReadVariableOp_2" -> "522 yolo_v4/sync_batch_normalization_19/batchnorm/sub"; -"522 yolo_v4/sync_batch_normalization_19/batchnorm/sub" -> "523 yolo_v4/sync_batch_normalization_19/batchnorm/add_1"; -"523 yolo_v4/sync_batch_normalization_19/batchnorm/add_1" -> "524 yolo_v4/activation_19/Softplus"; -"523 yolo_v4/sync_batch_normalization_19/batchnorm/add_1" -> "526 yolo_v4/activation_19/mul"; -"524 yolo_v4/activation_19/Softplus" -> "525 yolo_v4/activation_19/Tanh"; -"525 yolo_v4/activation_19/Tanh" -> "526 yolo_v4/activation_19/mul"; -"526 yolo_v4/activation_19/mul" -> "534 yolo_v4/conv2d_20/Conv2D"; -"526 yolo_v4/activation_19/mul" -> "581 yolo_v4/add_3/add"; -"527 yolo_v4/conv2d_20/Sigmoid/ReadVariableOp/resource" -> "528 yolo_v4/conv2d_20/Sigmoid/ReadVariableOp"; -"528 yolo_v4/conv2d_20/Sigmoid/ReadVariableOp" -> "529 yolo_v4/conv2d_20/Sigmoid"; -"529 yolo_v4/conv2d_20/Sigmoid" -> "530 yolo_v4/conv2d_20/Round"; -"530 yolo_v4/conv2d_20/Round" -> "533 yolo_v4/conv2d_20/mul"; -"531 yolo_v4/conv2d_20/ReadVariableOp/resource" -> "532 yolo_v4/conv2d_20/ReadVariableOp"; -"532 yolo_v4/conv2d_20/ReadVariableOp" -> "533 yolo_v4/conv2d_20/mul"; -"533 yolo_v4/conv2d_20/mul" -> "534 yolo_v4/conv2d_20/Conv2D"; -"534 yolo_v4/conv2d_20/Conv2D" -> "543 yolo_v4/sync_batch_normalization_20/batchnorm/mul_1"; -"535 yolo_v4/sync_batch_normalization_20/batchnorm/ReadVariableOp/resource" -> "536 yolo_v4/sync_batch_normalization_20/batchnorm/ReadVariableOp"; -"536 yolo_v4/sync_batch_normalization_20/batchnorm/ReadVariableOp" -> "538 yolo_v4/sync_batch_normalization_20/batchnorm/add"; -"537 yolo_v4/sync_batch_normalization_20/batchnorm/add/y" -> "538 yolo_v4/sync_batch_normalization_20/batchnorm/add"; -"538 yolo_v4/sync_batch_normalization_20/batchnorm/add" -> "539 yolo_v4/sync_batch_normalization_20/batchnorm/Rsqrt"; -"539 yolo_v4/sync_batch_normalization_20/batchnorm/Rsqrt" -> "542 yolo_v4/sync_batch_normalization_20/batchnorm/mul"; -"540 yolo_v4/sync_batch_normalization_20/batchnorm/mul/ReadVariableOp/resource" -> "541 yolo_v4/sync_batch_normalization_20/batchnorm/mul/ReadVariableOp"; -"541 yolo_v4/sync_batch_normalization_20/batchnorm/mul/ReadVariableOp" -> "542 yolo_v4/sync_batch_normalization_20/batchnorm/mul"; -"542 yolo_v4/sync_batch_normalization_20/batchnorm/mul" -> "543 yolo_v4/sync_batch_normalization_20/batchnorm/mul_1"; -"542 yolo_v4/sync_batch_normalization_20/batchnorm/mul" -> "546 yolo_v4/sync_batch_normalization_20/batchnorm/mul_2"; -"543 yolo_v4/sync_batch_normalization_20/batchnorm/mul_1" -> "550 yolo_v4/sync_batch_normalization_20/batchnorm/add_1"; -"544 yolo_v4/sync_batch_normalization_20/batchnorm/ReadVariableOp_1/resource" -> "545 yolo_v4/sync_batch_normalization_20/batchnorm/ReadVariableOp_1"; -"545 yolo_v4/sync_batch_normalization_20/batchnorm/ReadVariableOp_1" -> "546 yolo_v4/sync_batch_normalization_20/batchnorm/mul_2"; -"546 yolo_v4/sync_batch_normalization_20/batchnorm/mul_2" -> "549 yolo_v4/sync_batch_normalization_20/batchnorm/sub"; -"547 yolo_v4/sync_batch_normalization_20/batchnorm/ReadVariableOp_2/resource" -> "548 yolo_v4/sync_batch_normalization_20/batchnorm/ReadVariableOp_2"; -"548 yolo_v4/sync_batch_normalization_20/batchnorm/ReadVariableOp_2" -> "549 yolo_v4/sync_batch_normalization_20/batchnorm/sub"; -"549 yolo_v4/sync_batch_normalization_20/batchnorm/sub" -> "550 yolo_v4/sync_batch_normalization_20/batchnorm/add_1"; -"550 yolo_v4/sync_batch_normalization_20/batchnorm/add_1" -> "551 yolo_v4/activation_20/Softplus"; -"550 yolo_v4/sync_batch_normalization_20/batchnorm/add_1" -> "553 yolo_v4/activation_20/mul"; -"551 yolo_v4/activation_20/Softplus" -> "552 yolo_v4/activation_20/Tanh"; -"552 yolo_v4/activation_20/Tanh" -> "553 yolo_v4/activation_20/mul"; -"553 yolo_v4/activation_20/mul" -> "561 yolo_v4/conv2d_21/Conv2D"; -"554 yolo_v4/conv2d_21/Sigmoid/ReadVariableOp/resource" -> "555 yolo_v4/conv2d_21/Sigmoid/ReadVariableOp"; -"555 yolo_v4/conv2d_21/Sigmoid/ReadVariableOp" -> "556 yolo_v4/conv2d_21/Sigmoid"; -"556 yolo_v4/conv2d_21/Sigmoid" -> "557 yolo_v4/conv2d_21/Round"; -"557 yolo_v4/conv2d_21/Round" -> "560 yolo_v4/conv2d_21/mul"; -"558 yolo_v4/conv2d_21/ReadVariableOp/resource" -> "559 yolo_v4/conv2d_21/ReadVariableOp"; -"559 yolo_v4/conv2d_21/ReadVariableOp" -> "560 yolo_v4/conv2d_21/mul"; -"560 yolo_v4/conv2d_21/mul" -> "561 yolo_v4/conv2d_21/Conv2D"; -"561 yolo_v4/conv2d_21/Conv2D" -> "570 yolo_v4/sync_batch_normalization_21/batchnorm/mul_1"; -"562 yolo_v4/sync_batch_normalization_21/batchnorm/ReadVariableOp/resource" -> "563 yolo_v4/sync_batch_normalization_21/batchnorm/ReadVariableOp"; -"563 yolo_v4/sync_batch_normalization_21/batchnorm/ReadVariableOp" -> "565 yolo_v4/sync_batch_normalization_21/batchnorm/add"; -"564 yolo_v4/sync_batch_normalization_21/batchnorm/add/y" -> "565 yolo_v4/sync_batch_normalization_21/batchnorm/add"; -"565 yolo_v4/sync_batch_normalization_21/batchnorm/add" -> "566 yolo_v4/sync_batch_normalization_21/batchnorm/Rsqrt"; -"566 yolo_v4/sync_batch_normalization_21/batchnorm/Rsqrt" -> "569 yolo_v4/sync_batch_normalization_21/batchnorm/mul"; -"567 yolo_v4/sync_batch_normalization_21/batchnorm/mul/ReadVariableOp/resource" -> "568 yolo_v4/sync_batch_normalization_21/batchnorm/mul/ReadVariableOp"; -"568 yolo_v4/sync_batch_normalization_21/batchnorm/mul/ReadVariableOp" -> "569 yolo_v4/sync_batch_normalization_21/batchnorm/mul"; -"569 yolo_v4/sync_batch_normalization_21/batchnorm/mul" -> "570 yolo_v4/sync_batch_normalization_21/batchnorm/mul_1"; -"569 yolo_v4/sync_batch_normalization_21/batchnorm/mul" -> "573 yolo_v4/sync_batch_normalization_21/batchnorm/mul_2"; -"570 yolo_v4/sync_batch_normalization_21/batchnorm/mul_1" -> "577 yolo_v4/sync_batch_normalization_21/batchnorm/add_1"; -"571 yolo_v4/sync_batch_normalization_21/batchnorm/ReadVariableOp_1/resource" -> "572 yolo_v4/sync_batch_normalization_21/batchnorm/ReadVariableOp_1"; -"572 yolo_v4/sync_batch_normalization_21/batchnorm/ReadVariableOp_1" -> "573 yolo_v4/sync_batch_normalization_21/batchnorm/mul_2"; -"573 yolo_v4/sync_batch_normalization_21/batchnorm/mul_2" -> "576 yolo_v4/sync_batch_normalization_21/batchnorm/sub"; -"574 yolo_v4/sync_batch_normalization_21/batchnorm/ReadVariableOp_2/resource" -> "575 yolo_v4/sync_batch_normalization_21/batchnorm/ReadVariableOp_2"; -"575 yolo_v4/sync_batch_normalization_21/batchnorm/ReadVariableOp_2" -> "576 yolo_v4/sync_batch_normalization_21/batchnorm/sub"; -"576 yolo_v4/sync_batch_normalization_21/batchnorm/sub" -> "577 yolo_v4/sync_batch_normalization_21/batchnorm/add_1"; -"577 yolo_v4/sync_batch_normalization_21/batchnorm/add_1" -> "578 yolo_v4/activation_21/Softplus"; -"577 yolo_v4/sync_batch_normalization_21/batchnorm/add_1" -> "580 yolo_v4/activation_21/mul"; -"578 yolo_v4/activation_21/Softplus" -> "579 yolo_v4/activation_21/Tanh"; -"579 yolo_v4/activation_21/Tanh" -> "580 yolo_v4/activation_21/mul"; -"580 yolo_v4/activation_21/mul" -> "581 yolo_v4/add_3/add"; -"581 yolo_v4/add_3/add" -> "589 yolo_v4/conv2d_22/Conv2D"; -"581 yolo_v4/add_3/add" -> "636 yolo_v4/add_4/add"; -"582 yolo_v4/conv2d_22/Sigmoid/ReadVariableOp/resource" -> "583 yolo_v4/conv2d_22/Sigmoid/ReadVariableOp"; -"583 yolo_v4/conv2d_22/Sigmoid/ReadVariableOp" -> "584 yolo_v4/conv2d_22/Sigmoid"; -"584 yolo_v4/conv2d_22/Sigmoid" -> "585 yolo_v4/conv2d_22/Round"; -"585 yolo_v4/conv2d_22/Round" -> "588 yolo_v4/conv2d_22/mul"; -"586 yolo_v4/conv2d_22/ReadVariableOp/resource" -> "587 yolo_v4/conv2d_22/ReadVariableOp"; -"587 yolo_v4/conv2d_22/ReadVariableOp" -> "588 yolo_v4/conv2d_22/mul"; -"588 yolo_v4/conv2d_22/mul" -> "589 yolo_v4/conv2d_22/Conv2D"; -"589 yolo_v4/conv2d_22/Conv2D" -> "598 yolo_v4/sync_batch_normalization_22/batchnorm/mul_1"; -"590 yolo_v4/sync_batch_normalization_22/batchnorm/ReadVariableOp/resource" -> "591 yolo_v4/sync_batch_normalization_22/batchnorm/ReadVariableOp"; -"591 yolo_v4/sync_batch_normalization_22/batchnorm/ReadVariableOp" -> "593 yolo_v4/sync_batch_normalization_22/batchnorm/add"; -"592 yolo_v4/sync_batch_normalization_22/batchnorm/add/y" -> "593 yolo_v4/sync_batch_normalization_22/batchnorm/add"; -"593 yolo_v4/sync_batch_normalization_22/batchnorm/add" -> "594 yolo_v4/sync_batch_normalization_22/batchnorm/Rsqrt"; -"594 yolo_v4/sync_batch_normalization_22/batchnorm/Rsqrt" -> "597 yolo_v4/sync_batch_normalization_22/batchnorm/mul"; -"595 yolo_v4/sync_batch_normalization_22/batchnorm/mul/ReadVariableOp/resource" -> "596 yolo_v4/sync_batch_normalization_22/batchnorm/mul/ReadVariableOp"; -"596 yolo_v4/sync_batch_normalization_22/batchnorm/mul/ReadVariableOp" -> "597 yolo_v4/sync_batch_normalization_22/batchnorm/mul"; -"597 yolo_v4/sync_batch_normalization_22/batchnorm/mul" -> "598 yolo_v4/sync_batch_normalization_22/batchnorm/mul_1"; -"597 yolo_v4/sync_batch_normalization_22/batchnorm/mul" -> "601 yolo_v4/sync_batch_normalization_22/batchnorm/mul_2"; -"598 yolo_v4/sync_batch_normalization_22/batchnorm/mul_1" -> "605 yolo_v4/sync_batch_normalization_22/batchnorm/add_1"; -"599 yolo_v4/sync_batch_normalization_22/batchnorm/ReadVariableOp_1/resource" -> "600 yolo_v4/sync_batch_normalization_22/batchnorm/ReadVariableOp_1"; -"600 yolo_v4/sync_batch_normalization_22/batchnorm/ReadVariableOp_1" -> "601 yolo_v4/sync_batch_normalization_22/batchnorm/mul_2"; -"601 yolo_v4/sync_batch_normalization_22/batchnorm/mul_2" -> "604 yolo_v4/sync_batch_normalization_22/batchnorm/sub"; -"602 yolo_v4/sync_batch_normalization_22/batchnorm/ReadVariableOp_2/resource" -> "603 yolo_v4/sync_batch_normalization_22/batchnorm/ReadVariableOp_2"; -"603 yolo_v4/sync_batch_normalization_22/batchnorm/ReadVariableOp_2" -> "604 yolo_v4/sync_batch_normalization_22/batchnorm/sub"; -"604 yolo_v4/sync_batch_normalization_22/batchnorm/sub" -> "605 yolo_v4/sync_batch_normalization_22/batchnorm/add_1"; -"605 yolo_v4/sync_batch_normalization_22/batchnorm/add_1" -> "606 yolo_v4/activation_22/Softplus"; -"605 yolo_v4/sync_batch_normalization_22/batchnorm/add_1" -> "608 yolo_v4/activation_22/mul"; -"606 yolo_v4/activation_22/Softplus" -> "607 yolo_v4/activation_22/Tanh"; -"607 yolo_v4/activation_22/Tanh" -> "608 yolo_v4/activation_22/mul"; -"608 yolo_v4/activation_22/mul" -> "616 yolo_v4/conv2d_23/Conv2D"; -"609 yolo_v4/conv2d_23/Sigmoid/ReadVariableOp/resource" -> "610 yolo_v4/conv2d_23/Sigmoid/ReadVariableOp"; -"610 yolo_v4/conv2d_23/Sigmoid/ReadVariableOp" -> "611 yolo_v4/conv2d_23/Sigmoid"; -"611 yolo_v4/conv2d_23/Sigmoid" -> "612 yolo_v4/conv2d_23/Round"; -"612 yolo_v4/conv2d_23/Round" -> "615 yolo_v4/conv2d_23/mul"; -"613 yolo_v4/conv2d_23/ReadVariableOp/resource" -> "614 yolo_v4/conv2d_23/ReadVariableOp"; -"614 yolo_v4/conv2d_23/ReadVariableOp" -> "615 yolo_v4/conv2d_23/mul"; -"615 yolo_v4/conv2d_23/mul" -> "616 yolo_v4/conv2d_23/Conv2D"; -"616 yolo_v4/conv2d_23/Conv2D" -> "625 yolo_v4/sync_batch_normalization_23/batchnorm/mul_1"; -"617 yolo_v4/sync_batch_normalization_23/batchnorm/ReadVariableOp/resource" -> "618 yolo_v4/sync_batch_normalization_23/batchnorm/ReadVariableOp"; -"618 yolo_v4/sync_batch_normalization_23/batchnorm/ReadVariableOp" -> "620 yolo_v4/sync_batch_normalization_23/batchnorm/add"; -"619 yolo_v4/sync_batch_normalization_23/batchnorm/add/y" -> "620 yolo_v4/sync_batch_normalization_23/batchnorm/add"; -"620 yolo_v4/sync_batch_normalization_23/batchnorm/add" -> "621 yolo_v4/sync_batch_normalization_23/batchnorm/Rsqrt"; -"621 yolo_v4/sync_batch_normalization_23/batchnorm/Rsqrt" -> "624 yolo_v4/sync_batch_normalization_23/batchnorm/mul"; -"622 yolo_v4/sync_batch_normalization_23/batchnorm/mul/ReadVariableOp/resource" -> "623 yolo_v4/sync_batch_normalization_23/batchnorm/mul/ReadVariableOp"; -"623 yolo_v4/sync_batch_normalization_23/batchnorm/mul/ReadVariableOp" -> "624 yolo_v4/sync_batch_normalization_23/batchnorm/mul"; -"624 yolo_v4/sync_batch_normalization_23/batchnorm/mul" -> "625 yolo_v4/sync_batch_normalization_23/batchnorm/mul_1"; -"624 yolo_v4/sync_batch_normalization_23/batchnorm/mul" -> "628 yolo_v4/sync_batch_normalization_23/batchnorm/mul_2"; -"625 yolo_v4/sync_batch_normalization_23/batchnorm/mul_1" -> "632 yolo_v4/sync_batch_normalization_23/batchnorm/add_1"; -"626 yolo_v4/sync_batch_normalization_23/batchnorm/ReadVariableOp_1/resource" -> "627 yolo_v4/sync_batch_normalization_23/batchnorm/ReadVariableOp_1"; -"627 yolo_v4/sync_batch_normalization_23/batchnorm/ReadVariableOp_1" -> "628 yolo_v4/sync_batch_normalization_23/batchnorm/mul_2"; -"628 yolo_v4/sync_batch_normalization_23/batchnorm/mul_2" -> "631 yolo_v4/sync_batch_normalization_23/batchnorm/sub"; -"629 yolo_v4/sync_batch_normalization_23/batchnorm/ReadVariableOp_2/resource" -> "630 yolo_v4/sync_batch_normalization_23/batchnorm/ReadVariableOp_2"; -"630 yolo_v4/sync_batch_normalization_23/batchnorm/ReadVariableOp_2" -> "631 yolo_v4/sync_batch_normalization_23/batchnorm/sub"; -"631 yolo_v4/sync_batch_normalization_23/batchnorm/sub" -> "632 yolo_v4/sync_batch_normalization_23/batchnorm/add_1"; -"632 yolo_v4/sync_batch_normalization_23/batchnorm/add_1" -> "633 yolo_v4/activation_23/Softplus"; -"632 yolo_v4/sync_batch_normalization_23/batchnorm/add_1" -> "635 yolo_v4/activation_23/mul"; -"633 yolo_v4/activation_23/Softplus" -> "634 yolo_v4/activation_23/Tanh"; -"634 yolo_v4/activation_23/Tanh" -> "635 yolo_v4/activation_23/mul"; -"635 yolo_v4/activation_23/mul" -> "636 yolo_v4/add_4/add"; -"636 yolo_v4/add_4/add" -> "644 yolo_v4/conv2d_24/Conv2D"; -"636 yolo_v4/add_4/add" -> "691 yolo_v4/add_5/add"; -"637 yolo_v4/conv2d_24/Sigmoid/ReadVariableOp/resource" -> "638 yolo_v4/conv2d_24/Sigmoid/ReadVariableOp"; -"638 yolo_v4/conv2d_24/Sigmoid/ReadVariableOp" -> "639 yolo_v4/conv2d_24/Sigmoid"; -"639 yolo_v4/conv2d_24/Sigmoid" -> "640 yolo_v4/conv2d_24/Round"; -"640 yolo_v4/conv2d_24/Round" -> "643 yolo_v4/conv2d_24/mul"; -"641 yolo_v4/conv2d_24/ReadVariableOp/resource" -> "642 yolo_v4/conv2d_24/ReadVariableOp"; -"642 yolo_v4/conv2d_24/ReadVariableOp" -> "643 yolo_v4/conv2d_24/mul"; -"643 yolo_v4/conv2d_24/mul" -> "644 yolo_v4/conv2d_24/Conv2D"; -"644 yolo_v4/conv2d_24/Conv2D" -> "653 yolo_v4/sync_batch_normalization_24/batchnorm/mul_1"; -"645 yolo_v4/sync_batch_normalization_24/batchnorm/ReadVariableOp/resource" -> "646 yolo_v4/sync_batch_normalization_24/batchnorm/ReadVariableOp"; -"646 yolo_v4/sync_batch_normalization_24/batchnorm/ReadVariableOp" -> "648 yolo_v4/sync_batch_normalization_24/batchnorm/add"; -"647 yolo_v4/sync_batch_normalization_24/batchnorm/add/y" -> "648 yolo_v4/sync_batch_normalization_24/batchnorm/add"; -"648 yolo_v4/sync_batch_normalization_24/batchnorm/add" -> "649 yolo_v4/sync_batch_normalization_24/batchnorm/Rsqrt"; -"649 yolo_v4/sync_batch_normalization_24/batchnorm/Rsqrt" -> "652 yolo_v4/sync_batch_normalization_24/batchnorm/mul"; -"650 yolo_v4/sync_batch_normalization_24/batchnorm/mul/ReadVariableOp/resource" -> "651 yolo_v4/sync_batch_normalization_24/batchnorm/mul/ReadVariableOp"; -"651 yolo_v4/sync_batch_normalization_24/batchnorm/mul/ReadVariableOp" -> "652 yolo_v4/sync_batch_normalization_24/batchnorm/mul"; -"652 yolo_v4/sync_batch_normalization_24/batchnorm/mul" -> "653 yolo_v4/sync_batch_normalization_24/batchnorm/mul_1"; -"652 yolo_v4/sync_batch_normalization_24/batchnorm/mul" -> "656 yolo_v4/sync_batch_normalization_24/batchnorm/mul_2"; -"653 yolo_v4/sync_batch_normalization_24/batchnorm/mul_1" -> "660 yolo_v4/sync_batch_normalization_24/batchnorm/add_1"; -"654 yolo_v4/sync_batch_normalization_24/batchnorm/ReadVariableOp_1/resource" -> "655 yolo_v4/sync_batch_normalization_24/batchnorm/ReadVariableOp_1"; -"655 yolo_v4/sync_batch_normalization_24/batchnorm/ReadVariableOp_1" -> "656 yolo_v4/sync_batch_normalization_24/batchnorm/mul_2"; -"656 yolo_v4/sync_batch_normalization_24/batchnorm/mul_2" -> "659 yolo_v4/sync_batch_normalization_24/batchnorm/sub"; -"657 yolo_v4/sync_batch_normalization_24/batchnorm/ReadVariableOp_2/resource" -> "658 yolo_v4/sync_batch_normalization_24/batchnorm/ReadVariableOp_2"; -"658 yolo_v4/sync_batch_normalization_24/batchnorm/ReadVariableOp_2" -> "659 yolo_v4/sync_batch_normalization_24/batchnorm/sub"; -"659 yolo_v4/sync_batch_normalization_24/batchnorm/sub" -> "660 yolo_v4/sync_batch_normalization_24/batchnorm/add_1"; -"660 yolo_v4/sync_batch_normalization_24/batchnorm/add_1" -> "661 yolo_v4/activation_24/Softplus"; -"660 yolo_v4/sync_batch_normalization_24/batchnorm/add_1" -> "663 yolo_v4/activation_24/mul"; -"661 yolo_v4/activation_24/Softplus" -> "662 yolo_v4/activation_24/Tanh"; -"662 yolo_v4/activation_24/Tanh" -> "663 yolo_v4/activation_24/mul"; -"663 yolo_v4/activation_24/mul" -> "671 yolo_v4/conv2d_25/Conv2D"; -"664 yolo_v4/conv2d_25/Sigmoid/ReadVariableOp/resource" -> "665 yolo_v4/conv2d_25/Sigmoid/ReadVariableOp"; -"665 yolo_v4/conv2d_25/Sigmoid/ReadVariableOp" -> "666 yolo_v4/conv2d_25/Sigmoid"; -"666 yolo_v4/conv2d_25/Sigmoid" -> "667 yolo_v4/conv2d_25/Round"; -"667 yolo_v4/conv2d_25/Round" -> "670 yolo_v4/conv2d_25/mul"; -"668 yolo_v4/conv2d_25/ReadVariableOp/resource" -> "669 yolo_v4/conv2d_25/ReadVariableOp"; -"669 yolo_v4/conv2d_25/ReadVariableOp" -> "670 yolo_v4/conv2d_25/mul"; -"670 yolo_v4/conv2d_25/mul" -> "671 yolo_v4/conv2d_25/Conv2D"; -"671 yolo_v4/conv2d_25/Conv2D" -> "680 yolo_v4/sync_batch_normalization_25/batchnorm/mul_1"; -"672 yolo_v4/sync_batch_normalization_25/batchnorm/ReadVariableOp/resource" -> "673 yolo_v4/sync_batch_normalization_25/batchnorm/ReadVariableOp"; -"673 yolo_v4/sync_batch_normalization_25/batchnorm/ReadVariableOp" -> "675 yolo_v4/sync_batch_normalization_25/batchnorm/add"; -"674 yolo_v4/sync_batch_normalization_25/batchnorm/add/y" -> "675 yolo_v4/sync_batch_normalization_25/batchnorm/add"; -"675 yolo_v4/sync_batch_normalization_25/batchnorm/add" -> "676 yolo_v4/sync_batch_normalization_25/batchnorm/Rsqrt"; -"676 yolo_v4/sync_batch_normalization_25/batchnorm/Rsqrt" -> "679 yolo_v4/sync_batch_normalization_25/batchnorm/mul"; -"677 yolo_v4/sync_batch_normalization_25/batchnorm/mul/ReadVariableOp/resource" -> "678 yolo_v4/sync_batch_normalization_25/batchnorm/mul/ReadVariableOp"; -"678 yolo_v4/sync_batch_normalization_25/batchnorm/mul/ReadVariableOp" -> "679 yolo_v4/sync_batch_normalization_25/batchnorm/mul"; -"679 yolo_v4/sync_batch_normalization_25/batchnorm/mul" -> "680 yolo_v4/sync_batch_normalization_25/batchnorm/mul_1"; -"679 yolo_v4/sync_batch_normalization_25/batchnorm/mul" -> "683 yolo_v4/sync_batch_normalization_25/batchnorm/mul_2"; -"680 yolo_v4/sync_batch_normalization_25/batchnorm/mul_1" -> "687 yolo_v4/sync_batch_normalization_25/batchnorm/add_1"; -"681 yolo_v4/sync_batch_normalization_25/batchnorm/ReadVariableOp_1/resource" -> "682 yolo_v4/sync_batch_normalization_25/batchnorm/ReadVariableOp_1"; -"682 yolo_v4/sync_batch_normalization_25/batchnorm/ReadVariableOp_1" -> "683 yolo_v4/sync_batch_normalization_25/batchnorm/mul_2"; -"683 yolo_v4/sync_batch_normalization_25/batchnorm/mul_2" -> "686 yolo_v4/sync_batch_normalization_25/batchnorm/sub"; -"684 yolo_v4/sync_batch_normalization_25/batchnorm/ReadVariableOp_2/resource" -> "685 yolo_v4/sync_batch_normalization_25/batchnorm/ReadVariableOp_2"; -"685 yolo_v4/sync_batch_normalization_25/batchnorm/ReadVariableOp_2" -> "686 yolo_v4/sync_batch_normalization_25/batchnorm/sub"; -"686 yolo_v4/sync_batch_normalization_25/batchnorm/sub" -> "687 yolo_v4/sync_batch_normalization_25/batchnorm/add_1"; -"687 yolo_v4/sync_batch_normalization_25/batchnorm/add_1" -> "688 yolo_v4/activation_25/Softplus"; -"687 yolo_v4/sync_batch_normalization_25/batchnorm/add_1" -> "690 yolo_v4/activation_25/mul"; -"688 yolo_v4/activation_25/Softplus" -> "689 yolo_v4/activation_25/Tanh"; -"689 yolo_v4/activation_25/Tanh" -> "690 yolo_v4/activation_25/mul"; -"690 yolo_v4/activation_25/mul" -> "691 yolo_v4/add_5/add"; -"691 yolo_v4/add_5/add" -> "699 yolo_v4/conv2d_26/Conv2D"; -"691 yolo_v4/add_5/add" -> "746 yolo_v4/add_6/add"; -"692 yolo_v4/conv2d_26/Sigmoid/ReadVariableOp/resource" -> "693 yolo_v4/conv2d_26/Sigmoid/ReadVariableOp"; -"693 yolo_v4/conv2d_26/Sigmoid/ReadVariableOp" -> "694 yolo_v4/conv2d_26/Sigmoid"; -"694 yolo_v4/conv2d_26/Sigmoid" -> "695 yolo_v4/conv2d_26/Round"; -"695 yolo_v4/conv2d_26/Round" -> "698 yolo_v4/conv2d_26/mul"; -"696 yolo_v4/conv2d_26/ReadVariableOp/resource" -> "697 yolo_v4/conv2d_26/ReadVariableOp"; -"697 yolo_v4/conv2d_26/ReadVariableOp" -> "698 yolo_v4/conv2d_26/mul"; -"698 yolo_v4/conv2d_26/mul" -> "699 yolo_v4/conv2d_26/Conv2D"; -"699 yolo_v4/conv2d_26/Conv2D" -> "708 yolo_v4/sync_batch_normalization_26/batchnorm/mul_1"; -"700 yolo_v4/sync_batch_normalization_26/batchnorm/ReadVariableOp/resource" -> "701 yolo_v4/sync_batch_normalization_26/batchnorm/ReadVariableOp"; -"701 yolo_v4/sync_batch_normalization_26/batchnorm/ReadVariableOp" -> "703 yolo_v4/sync_batch_normalization_26/batchnorm/add"; -"702 yolo_v4/sync_batch_normalization_26/batchnorm/add/y" -> "703 yolo_v4/sync_batch_normalization_26/batchnorm/add"; -"703 yolo_v4/sync_batch_normalization_26/batchnorm/add" -> "704 yolo_v4/sync_batch_normalization_26/batchnorm/Rsqrt"; -"704 yolo_v4/sync_batch_normalization_26/batchnorm/Rsqrt" -> "707 yolo_v4/sync_batch_normalization_26/batchnorm/mul"; -"705 yolo_v4/sync_batch_normalization_26/batchnorm/mul/ReadVariableOp/resource" -> "706 yolo_v4/sync_batch_normalization_26/batchnorm/mul/ReadVariableOp"; -"706 yolo_v4/sync_batch_normalization_26/batchnorm/mul/ReadVariableOp" -> "707 yolo_v4/sync_batch_normalization_26/batchnorm/mul"; -"707 yolo_v4/sync_batch_normalization_26/batchnorm/mul" -> "708 yolo_v4/sync_batch_normalization_26/batchnorm/mul_1"; -"707 yolo_v4/sync_batch_normalization_26/batchnorm/mul" -> "711 yolo_v4/sync_batch_normalization_26/batchnorm/mul_2"; -"708 yolo_v4/sync_batch_normalization_26/batchnorm/mul_1" -> "715 yolo_v4/sync_batch_normalization_26/batchnorm/add_1"; -"709 yolo_v4/sync_batch_normalization_26/batchnorm/ReadVariableOp_1/resource" -> "710 yolo_v4/sync_batch_normalization_26/batchnorm/ReadVariableOp_1"; -"710 yolo_v4/sync_batch_normalization_26/batchnorm/ReadVariableOp_1" -> "711 yolo_v4/sync_batch_normalization_26/batchnorm/mul_2"; -"711 yolo_v4/sync_batch_normalization_26/batchnorm/mul_2" -> "714 yolo_v4/sync_batch_normalization_26/batchnorm/sub"; -"712 yolo_v4/sync_batch_normalization_26/batchnorm/ReadVariableOp_2/resource" -> "713 yolo_v4/sync_batch_normalization_26/batchnorm/ReadVariableOp_2"; -"713 yolo_v4/sync_batch_normalization_26/batchnorm/ReadVariableOp_2" -> "714 yolo_v4/sync_batch_normalization_26/batchnorm/sub"; -"714 yolo_v4/sync_batch_normalization_26/batchnorm/sub" -> "715 yolo_v4/sync_batch_normalization_26/batchnorm/add_1"; -"715 yolo_v4/sync_batch_normalization_26/batchnorm/add_1" -> "716 yolo_v4/activation_26/Softplus"; -"715 yolo_v4/sync_batch_normalization_26/batchnorm/add_1" -> "718 yolo_v4/activation_26/mul"; -"716 yolo_v4/activation_26/Softplus" -> "717 yolo_v4/activation_26/Tanh"; -"717 yolo_v4/activation_26/Tanh" -> "718 yolo_v4/activation_26/mul"; -"718 yolo_v4/activation_26/mul" -> "726 yolo_v4/conv2d_27/Conv2D"; -"719 yolo_v4/conv2d_27/Sigmoid/ReadVariableOp/resource" -> "720 yolo_v4/conv2d_27/Sigmoid/ReadVariableOp"; -"720 yolo_v4/conv2d_27/Sigmoid/ReadVariableOp" -> "721 yolo_v4/conv2d_27/Sigmoid"; -"721 yolo_v4/conv2d_27/Sigmoid" -> "722 yolo_v4/conv2d_27/Round"; -"722 yolo_v4/conv2d_27/Round" -> "725 yolo_v4/conv2d_27/mul"; -"723 yolo_v4/conv2d_27/ReadVariableOp/resource" -> "724 yolo_v4/conv2d_27/ReadVariableOp"; -"724 yolo_v4/conv2d_27/ReadVariableOp" -> "725 yolo_v4/conv2d_27/mul"; -"725 yolo_v4/conv2d_27/mul" -> "726 yolo_v4/conv2d_27/Conv2D"; -"726 yolo_v4/conv2d_27/Conv2D" -> "735 yolo_v4/sync_batch_normalization_27/batchnorm/mul_1"; -"727 yolo_v4/sync_batch_normalization_27/batchnorm/ReadVariableOp/resource" -> "728 yolo_v4/sync_batch_normalization_27/batchnorm/ReadVariableOp"; -"728 yolo_v4/sync_batch_normalization_27/batchnorm/ReadVariableOp" -> "730 yolo_v4/sync_batch_normalization_27/batchnorm/add"; -"729 yolo_v4/sync_batch_normalization_27/batchnorm/add/y" -> "730 yolo_v4/sync_batch_normalization_27/batchnorm/add"; -"730 yolo_v4/sync_batch_normalization_27/batchnorm/add" -> "731 yolo_v4/sync_batch_normalization_27/batchnorm/Rsqrt"; -"731 yolo_v4/sync_batch_normalization_27/batchnorm/Rsqrt" -> "734 yolo_v4/sync_batch_normalization_27/batchnorm/mul"; -"732 yolo_v4/sync_batch_normalization_27/batchnorm/mul/ReadVariableOp/resource" -> "733 yolo_v4/sync_batch_normalization_27/batchnorm/mul/ReadVariableOp"; -"733 yolo_v4/sync_batch_normalization_27/batchnorm/mul/ReadVariableOp" -> "734 yolo_v4/sync_batch_normalization_27/batchnorm/mul"; -"734 yolo_v4/sync_batch_normalization_27/batchnorm/mul" -> "735 yolo_v4/sync_batch_normalization_27/batchnorm/mul_1"; -"734 yolo_v4/sync_batch_normalization_27/batchnorm/mul" -> "738 yolo_v4/sync_batch_normalization_27/batchnorm/mul_2"; -"735 yolo_v4/sync_batch_normalization_27/batchnorm/mul_1" -> "742 yolo_v4/sync_batch_normalization_27/batchnorm/add_1"; -"736 yolo_v4/sync_batch_normalization_27/batchnorm/ReadVariableOp_1/resource" -> "737 yolo_v4/sync_batch_normalization_27/batchnorm/ReadVariableOp_1"; -"737 yolo_v4/sync_batch_normalization_27/batchnorm/ReadVariableOp_1" -> "738 yolo_v4/sync_batch_normalization_27/batchnorm/mul_2"; -"738 yolo_v4/sync_batch_normalization_27/batchnorm/mul_2" -> "741 yolo_v4/sync_batch_normalization_27/batchnorm/sub"; -"739 yolo_v4/sync_batch_normalization_27/batchnorm/ReadVariableOp_2/resource" -> "740 yolo_v4/sync_batch_normalization_27/batchnorm/ReadVariableOp_2"; -"740 yolo_v4/sync_batch_normalization_27/batchnorm/ReadVariableOp_2" -> "741 yolo_v4/sync_batch_normalization_27/batchnorm/sub"; -"741 yolo_v4/sync_batch_normalization_27/batchnorm/sub" -> "742 yolo_v4/sync_batch_normalization_27/batchnorm/add_1"; -"742 yolo_v4/sync_batch_normalization_27/batchnorm/add_1" -> "743 yolo_v4/activation_27/Softplus"; -"742 yolo_v4/sync_batch_normalization_27/batchnorm/add_1" -> "745 yolo_v4/activation_27/mul"; -"743 yolo_v4/activation_27/Softplus" -> "744 yolo_v4/activation_27/Tanh"; -"744 yolo_v4/activation_27/Tanh" -> "745 yolo_v4/activation_27/mul"; -"745 yolo_v4/activation_27/mul" -> "746 yolo_v4/add_6/add"; -"746 yolo_v4/add_6/add" -> "754 yolo_v4/conv2d_28/Conv2D"; -"746 yolo_v4/add_6/add" -> "801 yolo_v4/add_7/add"; -"747 yolo_v4/conv2d_28/Sigmoid/ReadVariableOp/resource" -> "748 yolo_v4/conv2d_28/Sigmoid/ReadVariableOp"; -"748 yolo_v4/conv2d_28/Sigmoid/ReadVariableOp" -> "749 yolo_v4/conv2d_28/Sigmoid"; -"749 yolo_v4/conv2d_28/Sigmoid" -> "750 yolo_v4/conv2d_28/Round"; -"750 yolo_v4/conv2d_28/Round" -> "753 yolo_v4/conv2d_28/mul"; -"751 yolo_v4/conv2d_28/ReadVariableOp/resource" -> "752 yolo_v4/conv2d_28/ReadVariableOp"; -"752 yolo_v4/conv2d_28/ReadVariableOp" -> "753 yolo_v4/conv2d_28/mul"; -"753 yolo_v4/conv2d_28/mul" -> "754 yolo_v4/conv2d_28/Conv2D"; -"754 yolo_v4/conv2d_28/Conv2D" -> "763 yolo_v4/sync_batch_normalization_28/batchnorm/mul_1"; -"755 yolo_v4/sync_batch_normalization_28/batchnorm/ReadVariableOp/resource" -> "756 yolo_v4/sync_batch_normalization_28/batchnorm/ReadVariableOp"; -"756 yolo_v4/sync_batch_normalization_28/batchnorm/ReadVariableOp" -> "758 yolo_v4/sync_batch_normalization_28/batchnorm/add"; -"757 yolo_v4/sync_batch_normalization_28/batchnorm/add/y" -> "758 yolo_v4/sync_batch_normalization_28/batchnorm/add"; -"758 yolo_v4/sync_batch_normalization_28/batchnorm/add" -> "759 yolo_v4/sync_batch_normalization_28/batchnorm/Rsqrt"; -"759 yolo_v4/sync_batch_normalization_28/batchnorm/Rsqrt" -> "762 yolo_v4/sync_batch_normalization_28/batchnorm/mul"; -"760 yolo_v4/sync_batch_normalization_28/batchnorm/mul/ReadVariableOp/resource" -> "761 yolo_v4/sync_batch_normalization_28/batchnorm/mul/ReadVariableOp"; -"761 yolo_v4/sync_batch_normalization_28/batchnorm/mul/ReadVariableOp" -> "762 yolo_v4/sync_batch_normalization_28/batchnorm/mul"; -"762 yolo_v4/sync_batch_normalization_28/batchnorm/mul" -> "763 yolo_v4/sync_batch_normalization_28/batchnorm/mul_1"; -"762 yolo_v4/sync_batch_normalization_28/batchnorm/mul" -> "766 yolo_v4/sync_batch_normalization_28/batchnorm/mul_2"; -"763 yolo_v4/sync_batch_normalization_28/batchnorm/mul_1" -> "770 yolo_v4/sync_batch_normalization_28/batchnorm/add_1"; -"764 yolo_v4/sync_batch_normalization_28/batchnorm/ReadVariableOp_1/resource" -> "765 yolo_v4/sync_batch_normalization_28/batchnorm/ReadVariableOp_1"; -"765 yolo_v4/sync_batch_normalization_28/batchnorm/ReadVariableOp_1" -> "766 yolo_v4/sync_batch_normalization_28/batchnorm/mul_2"; -"766 yolo_v4/sync_batch_normalization_28/batchnorm/mul_2" -> "769 yolo_v4/sync_batch_normalization_28/batchnorm/sub"; -"767 yolo_v4/sync_batch_normalization_28/batchnorm/ReadVariableOp_2/resource" -> "768 yolo_v4/sync_batch_normalization_28/batchnorm/ReadVariableOp_2"; -"768 yolo_v4/sync_batch_normalization_28/batchnorm/ReadVariableOp_2" -> "769 yolo_v4/sync_batch_normalization_28/batchnorm/sub"; -"769 yolo_v4/sync_batch_normalization_28/batchnorm/sub" -> "770 yolo_v4/sync_batch_normalization_28/batchnorm/add_1"; -"770 yolo_v4/sync_batch_normalization_28/batchnorm/add_1" -> "771 yolo_v4/activation_28/Softplus"; -"770 yolo_v4/sync_batch_normalization_28/batchnorm/add_1" -> "773 yolo_v4/activation_28/mul"; -"771 yolo_v4/activation_28/Softplus" -> "772 yolo_v4/activation_28/Tanh"; -"772 yolo_v4/activation_28/Tanh" -> "773 yolo_v4/activation_28/mul"; -"773 yolo_v4/activation_28/mul" -> "781 yolo_v4/conv2d_29/Conv2D"; -"774 yolo_v4/conv2d_29/Sigmoid/ReadVariableOp/resource" -> "775 yolo_v4/conv2d_29/Sigmoid/ReadVariableOp"; -"775 yolo_v4/conv2d_29/Sigmoid/ReadVariableOp" -> "776 yolo_v4/conv2d_29/Sigmoid"; -"776 yolo_v4/conv2d_29/Sigmoid" -> "777 yolo_v4/conv2d_29/Round"; -"777 yolo_v4/conv2d_29/Round" -> "780 yolo_v4/conv2d_29/mul"; -"778 yolo_v4/conv2d_29/ReadVariableOp/resource" -> "779 yolo_v4/conv2d_29/ReadVariableOp"; -"779 yolo_v4/conv2d_29/ReadVariableOp" -> "780 yolo_v4/conv2d_29/mul"; -"780 yolo_v4/conv2d_29/mul" -> "781 yolo_v4/conv2d_29/Conv2D"; -"781 yolo_v4/conv2d_29/Conv2D" -> "790 yolo_v4/sync_batch_normalization_29/batchnorm/mul_1"; -"782 yolo_v4/sync_batch_normalization_29/batchnorm/ReadVariableOp/resource" -> "783 yolo_v4/sync_batch_normalization_29/batchnorm/ReadVariableOp"; -"783 yolo_v4/sync_batch_normalization_29/batchnorm/ReadVariableOp" -> "785 yolo_v4/sync_batch_normalization_29/batchnorm/add"; -"784 yolo_v4/sync_batch_normalization_29/batchnorm/add/y" -> "785 yolo_v4/sync_batch_normalization_29/batchnorm/add"; -"785 yolo_v4/sync_batch_normalization_29/batchnorm/add" -> "786 yolo_v4/sync_batch_normalization_29/batchnorm/Rsqrt"; -"786 yolo_v4/sync_batch_normalization_29/batchnorm/Rsqrt" -> "789 yolo_v4/sync_batch_normalization_29/batchnorm/mul"; -"787 yolo_v4/sync_batch_normalization_29/batchnorm/mul/ReadVariableOp/resource" -> "788 yolo_v4/sync_batch_normalization_29/batchnorm/mul/ReadVariableOp"; -"788 yolo_v4/sync_batch_normalization_29/batchnorm/mul/ReadVariableOp" -> "789 yolo_v4/sync_batch_normalization_29/batchnorm/mul"; -"789 yolo_v4/sync_batch_normalization_29/batchnorm/mul" -> "790 yolo_v4/sync_batch_normalization_29/batchnorm/mul_1"; -"789 yolo_v4/sync_batch_normalization_29/batchnorm/mul" -> "793 yolo_v4/sync_batch_normalization_29/batchnorm/mul_2"; -"790 yolo_v4/sync_batch_normalization_29/batchnorm/mul_1" -> "797 yolo_v4/sync_batch_normalization_29/batchnorm/add_1"; -"791 yolo_v4/sync_batch_normalization_29/batchnorm/ReadVariableOp_1/resource" -> "792 yolo_v4/sync_batch_normalization_29/batchnorm/ReadVariableOp_1"; -"792 yolo_v4/sync_batch_normalization_29/batchnorm/ReadVariableOp_1" -> "793 yolo_v4/sync_batch_normalization_29/batchnorm/mul_2"; -"793 yolo_v4/sync_batch_normalization_29/batchnorm/mul_2" -> "796 yolo_v4/sync_batch_normalization_29/batchnorm/sub"; -"794 yolo_v4/sync_batch_normalization_29/batchnorm/ReadVariableOp_2/resource" -> "795 yolo_v4/sync_batch_normalization_29/batchnorm/ReadVariableOp_2"; -"795 yolo_v4/sync_batch_normalization_29/batchnorm/ReadVariableOp_2" -> "796 yolo_v4/sync_batch_normalization_29/batchnorm/sub"; -"796 yolo_v4/sync_batch_normalization_29/batchnorm/sub" -> "797 yolo_v4/sync_batch_normalization_29/batchnorm/add_1"; -"797 yolo_v4/sync_batch_normalization_29/batchnorm/add_1" -> "798 yolo_v4/activation_29/Softplus"; -"797 yolo_v4/sync_batch_normalization_29/batchnorm/add_1" -> "800 yolo_v4/activation_29/mul"; -"798 yolo_v4/activation_29/Softplus" -> "799 yolo_v4/activation_29/Tanh"; -"799 yolo_v4/activation_29/Tanh" -> "800 yolo_v4/activation_29/mul"; -"800 yolo_v4/activation_29/mul" -> "801 yolo_v4/add_7/add"; -"801 yolo_v4/add_7/add" -> "809 yolo_v4/conv2d_30/Conv2D"; -"801 yolo_v4/add_7/add" -> "856 yolo_v4/add_8/add"; -"802 yolo_v4/conv2d_30/Sigmoid/ReadVariableOp/resource" -> "803 yolo_v4/conv2d_30/Sigmoid/ReadVariableOp"; -"803 yolo_v4/conv2d_30/Sigmoid/ReadVariableOp" -> "804 yolo_v4/conv2d_30/Sigmoid"; -"804 yolo_v4/conv2d_30/Sigmoid" -> "805 yolo_v4/conv2d_30/Round"; -"805 yolo_v4/conv2d_30/Round" -> "808 yolo_v4/conv2d_30/mul"; -"806 yolo_v4/conv2d_30/ReadVariableOp/resource" -> "807 yolo_v4/conv2d_30/ReadVariableOp"; -"807 yolo_v4/conv2d_30/ReadVariableOp" -> "808 yolo_v4/conv2d_30/mul"; -"808 yolo_v4/conv2d_30/mul" -> "809 yolo_v4/conv2d_30/Conv2D"; -"809 yolo_v4/conv2d_30/Conv2D" -> "818 yolo_v4/sync_batch_normalization_30/batchnorm/mul_1"; -"810 yolo_v4/sync_batch_normalization_30/batchnorm/ReadVariableOp/resource" -> "811 yolo_v4/sync_batch_normalization_30/batchnorm/ReadVariableOp"; -"811 yolo_v4/sync_batch_normalization_30/batchnorm/ReadVariableOp" -> "813 yolo_v4/sync_batch_normalization_30/batchnorm/add"; -"812 yolo_v4/sync_batch_normalization_30/batchnorm/add/y" -> "813 yolo_v4/sync_batch_normalization_30/batchnorm/add"; -"813 yolo_v4/sync_batch_normalization_30/batchnorm/add" -> "814 yolo_v4/sync_batch_normalization_30/batchnorm/Rsqrt"; -"814 yolo_v4/sync_batch_normalization_30/batchnorm/Rsqrt" -> "817 yolo_v4/sync_batch_normalization_30/batchnorm/mul"; -"815 yolo_v4/sync_batch_normalization_30/batchnorm/mul/ReadVariableOp/resource" -> "816 yolo_v4/sync_batch_normalization_30/batchnorm/mul/ReadVariableOp"; -"816 yolo_v4/sync_batch_normalization_30/batchnorm/mul/ReadVariableOp" -> "817 yolo_v4/sync_batch_normalization_30/batchnorm/mul"; -"817 yolo_v4/sync_batch_normalization_30/batchnorm/mul" -> "818 yolo_v4/sync_batch_normalization_30/batchnorm/mul_1"; -"817 yolo_v4/sync_batch_normalization_30/batchnorm/mul" -> "821 yolo_v4/sync_batch_normalization_30/batchnorm/mul_2"; -"818 yolo_v4/sync_batch_normalization_30/batchnorm/mul_1" -> "825 yolo_v4/sync_batch_normalization_30/batchnorm/add_1"; -"819 yolo_v4/sync_batch_normalization_30/batchnorm/ReadVariableOp_1/resource" -> "820 yolo_v4/sync_batch_normalization_30/batchnorm/ReadVariableOp_1"; -"820 yolo_v4/sync_batch_normalization_30/batchnorm/ReadVariableOp_1" -> "821 yolo_v4/sync_batch_normalization_30/batchnorm/mul_2"; -"821 yolo_v4/sync_batch_normalization_30/batchnorm/mul_2" -> "824 yolo_v4/sync_batch_normalization_30/batchnorm/sub"; -"822 yolo_v4/sync_batch_normalization_30/batchnorm/ReadVariableOp_2/resource" -> "823 yolo_v4/sync_batch_normalization_30/batchnorm/ReadVariableOp_2"; -"823 yolo_v4/sync_batch_normalization_30/batchnorm/ReadVariableOp_2" -> "824 yolo_v4/sync_batch_normalization_30/batchnorm/sub"; -"824 yolo_v4/sync_batch_normalization_30/batchnorm/sub" -> "825 yolo_v4/sync_batch_normalization_30/batchnorm/add_1"; -"825 yolo_v4/sync_batch_normalization_30/batchnorm/add_1" -> "826 yolo_v4/activation_30/Softplus"; -"825 yolo_v4/sync_batch_normalization_30/batchnorm/add_1" -> "828 yolo_v4/activation_30/mul"; -"826 yolo_v4/activation_30/Softplus" -> "827 yolo_v4/activation_30/Tanh"; -"827 yolo_v4/activation_30/Tanh" -> "828 yolo_v4/activation_30/mul"; -"828 yolo_v4/activation_30/mul" -> "836 yolo_v4/conv2d_31/Conv2D"; -"829 yolo_v4/conv2d_31/Sigmoid/ReadVariableOp/resource" -> "830 yolo_v4/conv2d_31/Sigmoid/ReadVariableOp"; -"830 yolo_v4/conv2d_31/Sigmoid/ReadVariableOp" -> "831 yolo_v4/conv2d_31/Sigmoid"; -"831 yolo_v4/conv2d_31/Sigmoid" -> "832 yolo_v4/conv2d_31/Round"; -"832 yolo_v4/conv2d_31/Round" -> "835 yolo_v4/conv2d_31/mul"; -"833 yolo_v4/conv2d_31/ReadVariableOp/resource" -> "834 yolo_v4/conv2d_31/ReadVariableOp"; -"834 yolo_v4/conv2d_31/ReadVariableOp" -> "835 yolo_v4/conv2d_31/mul"; -"835 yolo_v4/conv2d_31/mul" -> "836 yolo_v4/conv2d_31/Conv2D"; -"836 yolo_v4/conv2d_31/Conv2D" -> "845 yolo_v4/sync_batch_normalization_31/batchnorm/mul_1"; -"837 yolo_v4/sync_batch_normalization_31/batchnorm/ReadVariableOp/resource" -> "838 yolo_v4/sync_batch_normalization_31/batchnorm/ReadVariableOp"; -"838 yolo_v4/sync_batch_normalization_31/batchnorm/ReadVariableOp" -> "840 yolo_v4/sync_batch_normalization_31/batchnorm/add"; -"839 yolo_v4/sync_batch_normalization_31/batchnorm/add/y" -> "840 yolo_v4/sync_batch_normalization_31/batchnorm/add"; -"840 yolo_v4/sync_batch_normalization_31/batchnorm/add" -> "841 yolo_v4/sync_batch_normalization_31/batchnorm/Rsqrt"; -"841 yolo_v4/sync_batch_normalization_31/batchnorm/Rsqrt" -> "844 yolo_v4/sync_batch_normalization_31/batchnorm/mul"; -"842 yolo_v4/sync_batch_normalization_31/batchnorm/mul/ReadVariableOp/resource" -> "843 yolo_v4/sync_batch_normalization_31/batchnorm/mul/ReadVariableOp"; -"843 yolo_v4/sync_batch_normalization_31/batchnorm/mul/ReadVariableOp" -> "844 yolo_v4/sync_batch_normalization_31/batchnorm/mul"; -"844 yolo_v4/sync_batch_normalization_31/batchnorm/mul" -> "845 yolo_v4/sync_batch_normalization_31/batchnorm/mul_1"; -"844 yolo_v4/sync_batch_normalization_31/batchnorm/mul" -> "848 yolo_v4/sync_batch_normalization_31/batchnorm/mul_2"; -"845 yolo_v4/sync_batch_normalization_31/batchnorm/mul_1" -> "852 yolo_v4/sync_batch_normalization_31/batchnorm/add_1"; -"846 yolo_v4/sync_batch_normalization_31/batchnorm/ReadVariableOp_1/resource" -> "847 yolo_v4/sync_batch_normalization_31/batchnorm/ReadVariableOp_1"; -"847 yolo_v4/sync_batch_normalization_31/batchnorm/ReadVariableOp_1" -> "848 yolo_v4/sync_batch_normalization_31/batchnorm/mul_2"; -"848 yolo_v4/sync_batch_normalization_31/batchnorm/mul_2" -> "851 yolo_v4/sync_batch_normalization_31/batchnorm/sub"; -"849 yolo_v4/sync_batch_normalization_31/batchnorm/ReadVariableOp_2/resource" -> "850 yolo_v4/sync_batch_normalization_31/batchnorm/ReadVariableOp_2"; -"850 yolo_v4/sync_batch_normalization_31/batchnorm/ReadVariableOp_2" -> "851 yolo_v4/sync_batch_normalization_31/batchnorm/sub"; -"851 yolo_v4/sync_batch_normalization_31/batchnorm/sub" -> "852 yolo_v4/sync_batch_normalization_31/batchnorm/add_1"; -"852 yolo_v4/sync_batch_normalization_31/batchnorm/add_1" -> "853 yolo_v4/activation_31/Softplus"; -"852 yolo_v4/sync_batch_normalization_31/batchnorm/add_1" -> "855 yolo_v4/activation_31/mul"; -"853 yolo_v4/activation_31/Softplus" -> "854 yolo_v4/activation_31/Tanh"; -"854 yolo_v4/activation_31/Tanh" -> "855 yolo_v4/activation_31/mul"; -"855 yolo_v4/activation_31/mul" -> "856 yolo_v4/add_8/add"; -"856 yolo_v4/add_8/add" -> "864 yolo_v4/conv2d_32/Conv2D"; -"856 yolo_v4/add_8/add" -> "911 yolo_v4/add_9/add"; -"857 yolo_v4/conv2d_32/Sigmoid/ReadVariableOp/resource" -> "858 yolo_v4/conv2d_32/Sigmoid/ReadVariableOp"; -"858 yolo_v4/conv2d_32/Sigmoid/ReadVariableOp" -> "859 yolo_v4/conv2d_32/Sigmoid"; -"859 yolo_v4/conv2d_32/Sigmoid" -> "860 yolo_v4/conv2d_32/Round"; -"860 yolo_v4/conv2d_32/Round" -> "863 yolo_v4/conv2d_32/mul"; -"861 yolo_v4/conv2d_32/ReadVariableOp/resource" -> "862 yolo_v4/conv2d_32/ReadVariableOp"; -"862 yolo_v4/conv2d_32/ReadVariableOp" -> "863 yolo_v4/conv2d_32/mul"; -"863 yolo_v4/conv2d_32/mul" -> "864 yolo_v4/conv2d_32/Conv2D"; -"864 yolo_v4/conv2d_32/Conv2D" -> "873 yolo_v4/sync_batch_normalization_32/batchnorm/mul_1"; -"865 yolo_v4/sync_batch_normalization_32/batchnorm/ReadVariableOp/resource" -> "866 yolo_v4/sync_batch_normalization_32/batchnorm/ReadVariableOp"; -"866 yolo_v4/sync_batch_normalization_32/batchnorm/ReadVariableOp" -> "868 yolo_v4/sync_batch_normalization_32/batchnorm/add"; -"867 yolo_v4/sync_batch_normalization_32/batchnorm/add/y" -> "868 yolo_v4/sync_batch_normalization_32/batchnorm/add"; -"868 yolo_v4/sync_batch_normalization_32/batchnorm/add" -> "869 yolo_v4/sync_batch_normalization_32/batchnorm/Rsqrt"; -"869 yolo_v4/sync_batch_normalization_32/batchnorm/Rsqrt" -> "872 yolo_v4/sync_batch_normalization_32/batchnorm/mul"; -"870 yolo_v4/sync_batch_normalization_32/batchnorm/mul/ReadVariableOp/resource" -> "871 yolo_v4/sync_batch_normalization_32/batchnorm/mul/ReadVariableOp"; -"871 yolo_v4/sync_batch_normalization_32/batchnorm/mul/ReadVariableOp" -> "872 yolo_v4/sync_batch_normalization_32/batchnorm/mul"; -"872 yolo_v4/sync_batch_normalization_32/batchnorm/mul" -> "873 yolo_v4/sync_batch_normalization_32/batchnorm/mul_1"; -"872 yolo_v4/sync_batch_normalization_32/batchnorm/mul" -> "876 yolo_v4/sync_batch_normalization_32/batchnorm/mul_2"; -"873 yolo_v4/sync_batch_normalization_32/batchnorm/mul_1" -> "880 yolo_v4/sync_batch_normalization_32/batchnorm/add_1"; -"874 yolo_v4/sync_batch_normalization_32/batchnorm/ReadVariableOp_1/resource" -> "875 yolo_v4/sync_batch_normalization_32/batchnorm/ReadVariableOp_1"; -"875 yolo_v4/sync_batch_normalization_32/batchnorm/ReadVariableOp_1" -> "876 yolo_v4/sync_batch_normalization_32/batchnorm/mul_2"; -"876 yolo_v4/sync_batch_normalization_32/batchnorm/mul_2" -> "879 yolo_v4/sync_batch_normalization_32/batchnorm/sub"; -"877 yolo_v4/sync_batch_normalization_32/batchnorm/ReadVariableOp_2/resource" -> "878 yolo_v4/sync_batch_normalization_32/batchnorm/ReadVariableOp_2"; -"878 yolo_v4/sync_batch_normalization_32/batchnorm/ReadVariableOp_2" -> "879 yolo_v4/sync_batch_normalization_32/batchnorm/sub"; -"879 yolo_v4/sync_batch_normalization_32/batchnorm/sub" -> "880 yolo_v4/sync_batch_normalization_32/batchnorm/add_1"; -"880 yolo_v4/sync_batch_normalization_32/batchnorm/add_1" -> "881 yolo_v4/activation_32/Softplus"; -"880 yolo_v4/sync_batch_normalization_32/batchnorm/add_1" -> "883 yolo_v4/activation_32/mul"; -"881 yolo_v4/activation_32/Softplus" -> "882 yolo_v4/activation_32/Tanh"; -"882 yolo_v4/activation_32/Tanh" -> "883 yolo_v4/activation_32/mul"; -"883 yolo_v4/activation_32/mul" -> "891 yolo_v4/conv2d_33/Conv2D"; -"884 yolo_v4/conv2d_33/Sigmoid/ReadVariableOp/resource" -> "885 yolo_v4/conv2d_33/Sigmoid/ReadVariableOp"; -"885 yolo_v4/conv2d_33/Sigmoid/ReadVariableOp" -> "886 yolo_v4/conv2d_33/Sigmoid"; -"886 yolo_v4/conv2d_33/Sigmoid" -> "887 yolo_v4/conv2d_33/Round"; -"887 yolo_v4/conv2d_33/Round" -> "890 yolo_v4/conv2d_33/mul"; -"888 yolo_v4/conv2d_33/ReadVariableOp/resource" -> "889 yolo_v4/conv2d_33/ReadVariableOp"; -"889 yolo_v4/conv2d_33/ReadVariableOp" -> "890 yolo_v4/conv2d_33/mul"; -"890 yolo_v4/conv2d_33/mul" -> "891 yolo_v4/conv2d_33/Conv2D"; -"891 yolo_v4/conv2d_33/Conv2D" -> "900 yolo_v4/sync_batch_normalization_33/batchnorm/mul_1"; -"892 yolo_v4/sync_batch_normalization_33/batchnorm/ReadVariableOp/resource" -> "893 yolo_v4/sync_batch_normalization_33/batchnorm/ReadVariableOp"; -"893 yolo_v4/sync_batch_normalization_33/batchnorm/ReadVariableOp" -> "895 yolo_v4/sync_batch_normalization_33/batchnorm/add"; -"894 yolo_v4/sync_batch_normalization_33/batchnorm/add/y" -> "895 yolo_v4/sync_batch_normalization_33/batchnorm/add"; -"895 yolo_v4/sync_batch_normalization_33/batchnorm/add" -> "896 yolo_v4/sync_batch_normalization_33/batchnorm/Rsqrt"; -"896 yolo_v4/sync_batch_normalization_33/batchnorm/Rsqrt" -> "899 yolo_v4/sync_batch_normalization_33/batchnorm/mul"; -"897 yolo_v4/sync_batch_normalization_33/batchnorm/mul/ReadVariableOp/resource" -> "898 yolo_v4/sync_batch_normalization_33/batchnorm/mul/ReadVariableOp"; -"898 yolo_v4/sync_batch_normalization_33/batchnorm/mul/ReadVariableOp" -> "899 yolo_v4/sync_batch_normalization_33/batchnorm/mul"; -"899 yolo_v4/sync_batch_normalization_33/batchnorm/mul" -> "900 yolo_v4/sync_batch_normalization_33/batchnorm/mul_1"; -"899 yolo_v4/sync_batch_normalization_33/batchnorm/mul" -> "903 yolo_v4/sync_batch_normalization_33/batchnorm/mul_2"; -"900 yolo_v4/sync_batch_normalization_33/batchnorm/mul_1" -> "907 yolo_v4/sync_batch_normalization_33/batchnorm/add_1"; -"901 yolo_v4/sync_batch_normalization_33/batchnorm/ReadVariableOp_1/resource" -> "902 yolo_v4/sync_batch_normalization_33/batchnorm/ReadVariableOp_1"; -"902 yolo_v4/sync_batch_normalization_33/batchnorm/ReadVariableOp_1" -> "903 yolo_v4/sync_batch_normalization_33/batchnorm/mul_2"; -"903 yolo_v4/sync_batch_normalization_33/batchnorm/mul_2" -> "906 yolo_v4/sync_batch_normalization_33/batchnorm/sub"; -"904 yolo_v4/sync_batch_normalization_33/batchnorm/ReadVariableOp_2/resource" -> "905 yolo_v4/sync_batch_normalization_33/batchnorm/ReadVariableOp_2"; -"905 yolo_v4/sync_batch_normalization_33/batchnorm/ReadVariableOp_2" -> "906 yolo_v4/sync_batch_normalization_33/batchnorm/sub"; -"906 yolo_v4/sync_batch_normalization_33/batchnorm/sub" -> "907 yolo_v4/sync_batch_normalization_33/batchnorm/add_1"; -"907 yolo_v4/sync_batch_normalization_33/batchnorm/add_1" -> "908 yolo_v4/activation_33/Softplus"; -"907 yolo_v4/sync_batch_normalization_33/batchnorm/add_1" -> "910 yolo_v4/activation_33/mul"; -"908 yolo_v4/activation_33/Softplus" -> "909 yolo_v4/activation_33/Tanh"; -"909 yolo_v4/activation_33/Tanh" -> "910 yolo_v4/activation_33/mul"; -"910 yolo_v4/activation_33/mul" -> "911 yolo_v4/add_9/add"; -"911 yolo_v4/add_9/add" -> "919 yolo_v4/conv2d_34/Conv2D"; -"911 yolo_v4/add_9/add" -> "966 yolo_v4/add_10/add"; -"912 yolo_v4/conv2d_34/Sigmoid/ReadVariableOp/resource" -> "913 yolo_v4/conv2d_34/Sigmoid/ReadVariableOp"; -"913 yolo_v4/conv2d_34/Sigmoid/ReadVariableOp" -> "914 yolo_v4/conv2d_34/Sigmoid"; -"914 yolo_v4/conv2d_34/Sigmoid" -> "915 yolo_v4/conv2d_34/Round"; -"915 yolo_v4/conv2d_34/Round" -> "918 yolo_v4/conv2d_34/mul"; -"916 yolo_v4/conv2d_34/ReadVariableOp/resource" -> "917 yolo_v4/conv2d_34/ReadVariableOp"; -"917 yolo_v4/conv2d_34/ReadVariableOp" -> "918 yolo_v4/conv2d_34/mul"; -"918 yolo_v4/conv2d_34/mul" -> "919 yolo_v4/conv2d_34/Conv2D"; -"919 yolo_v4/conv2d_34/Conv2D" -> "928 yolo_v4/sync_batch_normalization_34/batchnorm/mul_1"; -"920 yolo_v4/sync_batch_normalization_34/batchnorm/ReadVariableOp/resource" -> "921 yolo_v4/sync_batch_normalization_34/batchnorm/ReadVariableOp"; -"921 yolo_v4/sync_batch_normalization_34/batchnorm/ReadVariableOp" -> "923 yolo_v4/sync_batch_normalization_34/batchnorm/add"; -"922 yolo_v4/sync_batch_normalization_34/batchnorm/add/y" -> "923 yolo_v4/sync_batch_normalization_34/batchnorm/add"; -"923 yolo_v4/sync_batch_normalization_34/batchnorm/add" -> "924 yolo_v4/sync_batch_normalization_34/batchnorm/Rsqrt"; -"924 yolo_v4/sync_batch_normalization_34/batchnorm/Rsqrt" -> "927 yolo_v4/sync_batch_normalization_34/batchnorm/mul"; -"925 yolo_v4/sync_batch_normalization_34/batchnorm/mul/ReadVariableOp/resource" -> "926 yolo_v4/sync_batch_normalization_34/batchnorm/mul/ReadVariableOp"; -"926 yolo_v4/sync_batch_normalization_34/batchnorm/mul/ReadVariableOp" -> "927 yolo_v4/sync_batch_normalization_34/batchnorm/mul"; -"927 yolo_v4/sync_batch_normalization_34/batchnorm/mul" -> "928 yolo_v4/sync_batch_normalization_34/batchnorm/mul_1"; -"927 yolo_v4/sync_batch_normalization_34/batchnorm/mul" -> "931 yolo_v4/sync_batch_normalization_34/batchnorm/mul_2"; -"928 yolo_v4/sync_batch_normalization_34/batchnorm/mul_1" -> "935 yolo_v4/sync_batch_normalization_34/batchnorm/add_1"; -"929 yolo_v4/sync_batch_normalization_34/batchnorm/ReadVariableOp_1/resource" -> "930 yolo_v4/sync_batch_normalization_34/batchnorm/ReadVariableOp_1"; -"930 yolo_v4/sync_batch_normalization_34/batchnorm/ReadVariableOp_1" -> "931 yolo_v4/sync_batch_normalization_34/batchnorm/mul_2"; -"931 yolo_v4/sync_batch_normalization_34/batchnorm/mul_2" -> "934 yolo_v4/sync_batch_normalization_34/batchnorm/sub"; -"932 yolo_v4/sync_batch_normalization_34/batchnorm/ReadVariableOp_2/resource" -> "933 yolo_v4/sync_batch_normalization_34/batchnorm/ReadVariableOp_2"; -"933 yolo_v4/sync_batch_normalization_34/batchnorm/ReadVariableOp_2" -> "934 yolo_v4/sync_batch_normalization_34/batchnorm/sub"; -"934 yolo_v4/sync_batch_normalization_34/batchnorm/sub" -> "935 yolo_v4/sync_batch_normalization_34/batchnorm/add_1"; -"935 yolo_v4/sync_batch_normalization_34/batchnorm/add_1" -> "936 yolo_v4/activation_34/Softplus"; -"935 yolo_v4/sync_batch_normalization_34/batchnorm/add_1" -> "938 yolo_v4/activation_34/mul"; -"936 yolo_v4/activation_34/Softplus" -> "937 yolo_v4/activation_34/Tanh"; -"937 yolo_v4/activation_34/Tanh" -> "938 yolo_v4/activation_34/mul"; -"938 yolo_v4/activation_34/mul" -> "946 yolo_v4/conv2d_35/Conv2D"; -"939 yolo_v4/conv2d_35/Sigmoid/ReadVariableOp/resource" -> "940 yolo_v4/conv2d_35/Sigmoid/ReadVariableOp"; -"940 yolo_v4/conv2d_35/Sigmoid/ReadVariableOp" -> "941 yolo_v4/conv2d_35/Sigmoid"; -"941 yolo_v4/conv2d_35/Sigmoid" -> "942 yolo_v4/conv2d_35/Round"; -"942 yolo_v4/conv2d_35/Round" -> "945 yolo_v4/conv2d_35/mul"; -"943 yolo_v4/conv2d_35/ReadVariableOp/resource" -> "944 yolo_v4/conv2d_35/ReadVariableOp"; -"944 yolo_v4/conv2d_35/ReadVariableOp" -> "945 yolo_v4/conv2d_35/mul"; -"945 yolo_v4/conv2d_35/mul" -> "946 yolo_v4/conv2d_35/Conv2D"; -"946 yolo_v4/conv2d_35/Conv2D" -> "955 yolo_v4/sync_batch_normalization_35/batchnorm/mul_1"; -"947 yolo_v4/sync_batch_normalization_35/batchnorm/ReadVariableOp/resource" -> "948 yolo_v4/sync_batch_normalization_35/batchnorm/ReadVariableOp"; -"948 yolo_v4/sync_batch_normalization_35/batchnorm/ReadVariableOp" -> "950 yolo_v4/sync_batch_normalization_35/batchnorm/add"; -"949 yolo_v4/sync_batch_normalization_35/batchnorm/add/y" -> "950 yolo_v4/sync_batch_normalization_35/batchnorm/add"; -"950 yolo_v4/sync_batch_normalization_35/batchnorm/add" -> "951 yolo_v4/sync_batch_normalization_35/batchnorm/Rsqrt"; -"951 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yolo_v4/sync_batch_normalization_38/batchnorm/add_1" -> "1076 yolo_v4/activation_38/Softplus"; -"1075 yolo_v4/sync_batch_normalization_38/batchnorm/add_1" -> "1078 yolo_v4/activation_38/mul"; -"1076 yolo_v4/activation_38/Softplus" -> "1077 yolo_v4/activation_38/Tanh"; -"1077 yolo_v4/activation_38/Tanh" -> "1078 yolo_v4/activation_38/mul"; -"1078 yolo_v4/activation_38/mul" -> "1086 yolo_v4/conv2d_40/Conv2D"; -"1078 yolo_v4/activation_38/mul" -> "1553 yolo_v4/conv2d_39/Conv2D"; -"1079 yolo_v4/conv2d_40/Sigmoid/ReadVariableOp/resource" -> "1080 yolo_v4/conv2d_40/Sigmoid/ReadVariableOp"; -"1080 yolo_v4/conv2d_40/Sigmoid/ReadVariableOp" -> "1081 yolo_v4/conv2d_40/Sigmoid"; -"1081 yolo_v4/conv2d_40/Sigmoid" -> "1082 yolo_v4/conv2d_40/Round"; -"1082 yolo_v4/conv2d_40/Round" -> "1085 yolo_v4/conv2d_40/mul"; -"1083 yolo_v4/conv2d_40/ReadVariableOp/resource" -> "1084 yolo_v4/conv2d_40/ReadVariableOp"; -"1084 yolo_v4/conv2d_40/ReadVariableOp" -> "1085 yolo_v4/conv2d_40/mul"; -"1085 yolo_v4/conv2d_40/mul" -> "1086 yolo_v4/conv2d_40/Conv2D"; -"1086 yolo_v4/conv2d_40/Conv2D" -> "1095 yolo_v4/sync_batch_normalization_40/batchnorm/mul_1"; -"1087 yolo_v4/sync_batch_normalization_40/batchnorm/ReadVariableOp/resource" -> "1088 yolo_v4/sync_batch_normalization_40/batchnorm/ReadVariableOp"; -"1088 yolo_v4/sync_batch_normalization_40/batchnorm/ReadVariableOp" -> "1090 yolo_v4/sync_batch_normalization_40/batchnorm/add"; -"1089 yolo_v4/sync_batch_normalization_40/batchnorm/add/y" -> "1090 yolo_v4/sync_batch_normalization_40/batchnorm/add"; -"1090 yolo_v4/sync_batch_normalization_40/batchnorm/add" -> "1091 yolo_v4/sync_batch_normalization_40/batchnorm/Rsqrt"; -"1091 yolo_v4/sync_batch_normalization_40/batchnorm/Rsqrt" -> "1094 yolo_v4/sync_batch_normalization_40/batchnorm/mul"; -"1092 yolo_v4/sync_batch_normalization_40/batchnorm/mul/ReadVariableOp/resource" -> "1093 yolo_v4/sync_batch_normalization_40/batchnorm/mul/ReadVariableOp"; -"1093 yolo_v4/sync_batch_normalization_40/batchnorm/mul/ReadVariableOp" -> "1094 yolo_v4/sync_batch_normalization_40/batchnorm/mul"; -"1094 yolo_v4/sync_batch_normalization_40/batchnorm/mul" -> "1095 yolo_v4/sync_batch_normalization_40/batchnorm/mul_1"; -"1094 yolo_v4/sync_batch_normalization_40/batchnorm/mul" -> "1098 yolo_v4/sync_batch_normalization_40/batchnorm/mul_2"; -"1095 yolo_v4/sync_batch_normalization_40/batchnorm/mul_1" -> "1102 yolo_v4/sync_batch_normalization_40/batchnorm/add_1"; -"1096 yolo_v4/sync_batch_normalization_40/batchnorm/ReadVariableOp_1/resource" -> "1097 yolo_v4/sync_batch_normalization_40/batchnorm/ReadVariableOp_1"; -"1097 yolo_v4/sync_batch_normalization_40/batchnorm/ReadVariableOp_1" -> "1098 yolo_v4/sync_batch_normalization_40/batchnorm/mul_2"; -"1098 yolo_v4/sync_batch_normalization_40/batchnorm/mul_2" -> "1101 yolo_v4/sync_batch_normalization_40/batchnorm/sub"; -"1099 yolo_v4/sync_batch_normalization_40/batchnorm/ReadVariableOp_2/resource" -> "1100 yolo_v4/sync_batch_normalization_40/batchnorm/ReadVariableOp_2"; -"1100 yolo_v4/sync_batch_normalization_40/batchnorm/ReadVariableOp_2" -> "1101 yolo_v4/sync_batch_normalization_40/batchnorm/sub"; -"1101 yolo_v4/sync_batch_normalization_40/batchnorm/sub" -> "1102 yolo_v4/sync_batch_normalization_40/batchnorm/add_1"; -"1102 yolo_v4/sync_batch_normalization_40/batchnorm/add_1" -> "1103 yolo_v4/activation_40/Softplus"; -"1102 yolo_v4/sync_batch_normalization_40/batchnorm/add_1" -> "1105 yolo_v4/activation_40/mul"; -"1103 yolo_v4/activation_40/Softplus" -> "1104 yolo_v4/activation_40/Tanh"; -"1104 yolo_v4/activation_40/Tanh" -> "1105 yolo_v4/activation_40/mul"; -"1105 yolo_v4/activation_40/mul" -> "1113 yolo_v4/conv2d_41/Conv2D"; -"1105 yolo_v4/activation_40/mul" -> "1160 yolo_v4/add_11/add"; -"1106 yolo_v4/conv2d_41/Sigmoid/ReadVariableOp/resource" -> "1107 yolo_v4/conv2d_41/Sigmoid/ReadVariableOp"; -"1107 yolo_v4/conv2d_41/Sigmoid/ReadVariableOp" -> "1108 yolo_v4/conv2d_41/Sigmoid"; -"1108 yolo_v4/conv2d_41/Sigmoid" -> "1109 yolo_v4/conv2d_41/Round"; -"1109 yolo_v4/conv2d_41/Round" -> "1112 yolo_v4/conv2d_41/mul"; -"1110 yolo_v4/conv2d_41/ReadVariableOp/resource" -> "1111 yolo_v4/conv2d_41/ReadVariableOp"; -"1111 yolo_v4/conv2d_41/ReadVariableOp" -> "1112 yolo_v4/conv2d_41/mul"; -"1112 yolo_v4/conv2d_41/mul" -> "1113 yolo_v4/conv2d_41/Conv2D"; -"1113 yolo_v4/conv2d_41/Conv2D" -> "1122 yolo_v4/sync_batch_normalization_41/batchnorm/mul_1"; -"1114 yolo_v4/sync_batch_normalization_41/batchnorm/ReadVariableOp/resource" -> "1115 yolo_v4/sync_batch_normalization_41/batchnorm/ReadVariableOp"; -"1115 yolo_v4/sync_batch_normalization_41/batchnorm/ReadVariableOp" -> "1117 yolo_v4/sync_batch_normalization_41/batchnorm/add"; -"1116 yolo_v4/sync_batch_normalization_41/batchnorm/add/y" -> "1117 yolo_v4/sync_batch_normalization_41/batchnorm/add"; -"1117 yolo_v4/sync_batch_normalization_41/batchnorm/add" -> "1118 yolo_v4/sync_batch_normalization_41/batchnorm/Rsqrt"; -"1118 yolo_v4/sync_batch_normalization_41/batchnorm/Rsqrt" -> "1121 yolo_v4/sync_batch_normalization_41/batchnorm/mul"; -"1119 yolo_v4/sync_batch_normalization_41/batchnorm/mul/ReadVariableOp/resource" -> "1120 yolo_v4/sync_batch_normalization_41/batchnorm/mul/ReadVariableOp"; -"1120 yolo_v4/sync_batch_normalization_41/batchnorm/mul/ReadVariableOp" -> "1121 yolo_v4/sync_batch_normalization_41/batchnorm/mul"; -"1121 yolo_v4/sync_batch_normalization_41/batchnorm/mul" -> "1122 yolo_v4/sync_batch_normalization_41/batchnorm/mul_1"; -"1121 yolo_v4/sync_batch_normalization_41/batchnorm/mul" -> "1125 yolo_v4/sync_batch_normalization_41/batchnorm/mul_2"; -"1122 yolo_v4/sync_batch_normalization_41/batchnorm/mul_1" -> "1129 yolo_v4/sync_batch_normalization_41/batchnorm/add_1"; -"1123 yolo_v4/sync_batch_normalization_41/batchnorm/ReadVariableOp_1/resource" -> "1124 yolo_v4/sync_batch_normalization_41/batchnorm/ReadVariableOp_1"; -"1124 yolo_v4/sync_batch_normalization_41/batchnorm/ReadVariableOp_1" -> "1125 yolo_v4/sync_batch_normalization_41/batchnorm/mul_2"; -"1125 yolo_v4/sync_batch_normalization_41/batchnorm/mul_2" -> "1128 yolo_v4/sync_batch_normalization_41/batchnorm/sub"; -"1126 yolo_v4/sync_batch_normalization_41/batchnorm/ReadVariableOp_2/resource" -> "1127 yolo_v4/sync_batch_normalization_41/batchnorm/ReadVariableOp_2"; -"1127 yolo_v4/sync_batch_normalization_41/batchnorm/ReadVariableOp_2" -> "1128 yolo_v4/sync_batch_normalization_41/batchnorm/sub"; -"1128 yolo_v4/sync_batch_normalization_41/batchnorm/sub" -> "1129 yolo_v4/sync_batch_normalization_41/batchnorm/add_1"; -"1129 yolo_v4/sync_batch_normalization_41/batchnorm/add_1" -> "1130 yolo_v4/activation_41/Softplus"; -"1129 yolo_v4/sync_batch_normalization_41/batchnorm/add_1" -> "1132 yolo_v4/activation_41/mul"; -"1130 yolo_v4/activation_41/Softplus" -> "1131 yolo_v4/activation_41/Tanh"; -"1131 yolo_v4/activation_41/Tanh" -> "1132 yolo_v4/activation_41/mul"; -"1132 yolo_v4/activation_41/mul" -> "1140 yolo_v4/conv2d_42/Conv2D"; -"1133 yolo_v4/conv2d_42/Sigmoid/ReadVariableOp/resource" -> "1134 yolo_v4/conv2d_42/Sigmoid/ReadVariableOp"; -"1134 yolo_v4/conv2d_42/Sigmoid/ReadVariableOp" -> "1135 yolo_v4/conv2d_42/Sigmoid"; -"1135 yolo_v4/conv2d_42/Sigmoid" -> "1136 yolo_v4/conv2d_42/Round"; -"1136 yolo_v4/conv2d_42/Round" -> "1139 yolo_v4/conv2d_42/mul"; -"1137 yolo_v4/conv2d_42/ReadVariableOp/resource" -> "1138 yolo_v4/conv2d_42/ReadVariableOp"; -"1138 yolo_v4/conv2d_42/ReadVariableOp" -> "1139 yolo_v4/conv2d_42/mul"; -"1139 yolo_v4/conv2d_42/mul" -> "1140 yolo_v4/conv2d_42/Conv2D"; -"1140 yolo_v4/conv2d_42/Conv2D" -> "1149 yolo_v4/sync_batch_normalization_42/batchnorm/mul_1"; -"1141 yolo_v4/sync_batch_normalization_42/batchnorm/ReadVariableOp/resource" -> "1142 yolo_v4/sync_batch_normalization_42/batchnorm/ReadVariableOp"; -"1142 yolo_v4/sync_batch_normalization_42/batchnorm/ReadVariableOp" -> "1144 yolo_v4/sync_batch_normalization_42/batchnorm/add"; -"1143 yolo_v4/sync_batch_normalization_42/batchnorm/add/y" -> "1144 yolo_v4/sync_batch_normalization_42/batchnorm/add"; -"1144 yolo_v4/sync_batch_normalization_42/batchnorm/add" -> "1145 yolo_v4/sync_batch_normalization_42/batchnorm/Rsqrt"; -"1145 yolo_v4/sync_batch_normalization_42/batchnorm/Rsqrt" -> "1148 yolo_v4/sync_batch_normalization_42/batchnorm/mul"; -"1146 yolo_v4/sync_batch_normalization_42/batchnorm/mul/ReadVariableOp/resource" -> "1147 yolo_v4/sync_batch_normalization_42/batchnorm/mul/ReadVariableOp"; -"1147 yolo_v4/sync_batch_normalization_42/batchnorm/mul/ReadVariableOp" -> "1148 yolo_v4/sync_batch_normalization_42/batchnorm/mul"; -"1148 yolo_v4/sync_batch_normalization_42/batchnorm/mul" -> "1149 yolo_v4/sync_batch_normalization_42/batchnorm/mul_1"; -"1148 yolo_v4/sync_batch_normalization_42/batchnorm/mul" -> "1152 yolo_v4/sync_batch_normalization_42/batchnorm/mul_2"; -"1149 yolo_v4/sync_batch_normalization_42/batchnorm/mul_1" -> "1156 yolo_v4/sync_batch_normalization_42/batchnorm/add_1"; -"1150 yolo_v4/sync_batch_normalization_42/batchnorm/ReadVariableOp_1/resource" -> "1151 yolo_v4/sync_batch_normalization_42/batchnorm/ReadVariableOp_1"; -"1151 yolo_v4/sync_batch_normalization_42/batchnorm/ReadVariableOp_1" -> "1152 yolo_v4/sync_batch_normalization_42/batchnorm/mul_2"; -"1152 yolo_v4/sync_batch_normalization_42/batchnorm/mul_2" -> "1155 yolo_v4/sync_batch_normalization_42/batchnorm/sub"; -"1153 yolo_v4/sync_batch_normalization_42/batchnorm/ReadVariableOp_2/resource" -> "1154 yolo_v4/sync_batch_normalization_42/batchnorm/ReadVariableOp_2"; -"1154 yolo_v4/sync_batch_normalization_42/batchnorm/ReadVariableOp_2" -> "1155 yolo_v4/sync_batch_normalization_42/batchnorm/sub"; -"1155 yolo_v4/sync_batch_normalization_42/batchnorm/sub" -> "1156 yolo_v4/sync_batch_normalization_42/batchnorm/add_1"; -"1156 yolo_v4/sync_batch_normalization_42/batchnorm/add_1" -> "1157 yolo_v4/activation_42/Softplus"; -"1156 yolo_v4/sync_batch_normalization_42/batchnorm/add_1" -> "1159 yolo_v4/activation_42/mul"; -"1157 yolo_v4/activation_42/Softplus" -> "1158 yolo_v4/activation_42/Tanh"; -"1158 yolo_v4/activation_42/Tanh" -> "1159 yolo_v4/activation_42/mul"; -"1159 yolo_v4/activation_42/mul" -> "1160 yolo_v4/add_11/add"; -"1160 yolo_v4/add_11/add" -> "1168 yolo_v4/conv2d_43/Conv2D"; -"1160 yolo_v4/add_11/add" -> "1215 yolo_v4/add_12/add"; -"1161 yolo_v4/conv2d_43/Sigmoid/ReadVariableOp/resource" -> "1162 yolo_v4/conv2d_43/Sigmoid/ReadVariableOp"; -"1162 yolo_v4/conv2d_43/Sigmoid/ReadVariableOp" -> "1163 yolo_v4/conv2d_43/Sigmoid"; -"1163 yolo_v4/conv2d_43/Sigmoid" -> "1164 yolo_v4/conv2d_43/Round"; -"1164 yolo_v4/conv2d_43/Round" -> "1167 yolo_v4/conv2d_43/mul"; -"1165 yolo_v4/conv2d_43/ReadVariableOp/resource" -> "1166 yolo_v4/conv2d_43/ReadVariableOp"; -"1166 yolo_v4/conv2d_43/ReadVariableOp" -> "1167 yolo_v4/conv2d_43/mul"; -"1167 yolo_v4/conv2d_43/mul" -> "1168 yolo_v4/conv2d_43/Conv2D"; -"1168 yolo_v4/conv2d_43/Conv2D" -> "1177 yolo_v4/sync_batch_normalization_43/batchnorm/mul_1"; -"1169 yolo_v4/sync_batch_normalization_43/batchnorm/ReadVariableOp/resource" -> "1170 yolo_v4/sync_batch_normalization_43/batchnorm/ReadVariableOp"; -"1170 yolo_v4/sync_batch_normalization_43/batchnorm/ReadVariableOp" -> "1172 yolo_v4/sync_batch_normalization_43/batchnorm/add"; -"1171 yolo_v4/sync_batch_normalization_43/batchnorm/add/y" -> "1172 yolo_v4/sync_batch_normalization_43/batchnorm/add"; -"1172 yolo_v4/sync_batch_normalization_43/batchnorm/add" -> "1173 yolo_v4/sync_batch_normalization_43/batchnorm/Rsqrt"; -"1173 yolo_v4/sync_batch_normalization_43/batchnorm/Rsqrt" -> "1176 yolo_v4/sync_batch_normalization_43/batchnorm/mul"; -"1174 yolo_v4/sync_batch_normalization_43/batchnorm/mul/ReadVariableOp/resource" -> "1175 yolo_v4/sync_batch_normalization_43/batchnorm/mul/ReadVariableOp"; -"1175 yolo_v4/sync_batch_normalization_43/batchnorm/mul/ReadVariableOp" -> "1176 yolo_v4/sync_batch_normalization_43/batchnorm/mul"; -"1176 yolo_v4/sync_batch_normalization_43/batchnorm/mul" -> "1177 yolo_v4/sync_batch_normalization_43/batchnorm/mul_1"; -"1176 yolo_v4/sync_batch_normalization_43/batchnorm/mul" -> "1180 yolo_v4/sync_batch_normalization_43/batchnorm/mul_2"; -"1177 yolo_v4/sync_batch_normalization_43/batchnorm/mul_1" -> "1184 yolo_v4/sync_batch_normalization_43/batchnorm/add_1"; -"1178 yolo_v4/sync_batch_normalization_43/batchnorm/ReadVariableOp_1/resource" -> "1179 yolo_v4/sync_batch_normalization_43/batchnorm/ReadVariableOp_1"; -"1179 yolo_v4/sync_batch_normalization_43/batchnorm/ReadVariableOp_1" -> "1180 yolo_v4/sync_batch_normalization_43/batchnorm/mul_2"; -"1180 yolo_v4/sync_batch_normalization_43/batchnorm/mul_2" -> "1183 yolo_v4/sync_batch_normalization_43/batchnorm/sub"; -"1181 yolo_v4/sync_batch_normalization_43/batchnorm/ReadVariableOp_2/resource" -> "1182 yolo_v4/sync_batch_normalization_43/batchnorm/ReadVariableOp_2"; -"1182 yolo_v4/sync_batch_normalization_43/batchnorm/ReadVariableOp_2" -> "1183 yolo_v4/sync_batch_normalization_43/batchnorm/sub"; -"1183 yolo_v4/sync_batch_normalization_43/batchnorm/sub" -> "1184 yolo_v4/sync_batch_normalization_43/batchnorm/add_1"; -"1184 yolo_v4/sync_batch_normalization_43/batchnorm/add_1" -> "1185 yolo_v4/activation_43/Softplus"; -"1184 yolo_v4/sync_batch_normalization_43/batchnorm/add_1" -> "1187 yolo_v4/activation_43/mul"; -"1185 yolo_v4/activation_43/Softplus" -> "1186 yolo_v4/activation_43/Tanh"; -"1186 yolo_v4/activation_43/Tanh" -> "1187 yolo_v4/activation_43/mul"; -"1187 yolo_v4/activation_43/mul" -> "1195 yolo_v4/conv2d_44/Conv2D"; -"1188 yolo_v4/conv2d_44/Sigmoid/ReadVariableOp/resource" -> "1189 yolo_v4/conv2d_44/Sigmoid/ReadVariableOp"; -"1189 yolo_v4/conv2d_44/Sigmoid/ReadVariableOp" -> "1190 yolo_v4/conv2d_44/Sigmoid"; -"1190 yolo_v4/conv2d_44/Sigmoid" -> "1191 yolo_v4/conv2d_44/Round"; -"1191 yolo_v4/conv2d_44/Round" -> "1194 yolo_v4/conv2d_44/mul"; -"1192 yolo_v4/conv2d_44/ReadVariableOp/resource" -> "1193 yolo_v4/conv2d_44/ReadVariableOp"; -"1193 yolo_v4/conv2d_44/ReadVariableOp" -> "1194 yolo_v4/conv2d_44/mul"; -"1194 yolo_v4/conv2d_44/mul" -> "1195 yolo_v4/conv2d_44/Conv2D"; -"1195 yolo_v4/conv2d_44/Conv2D" -> "1204 yolo_v4/sync_batch_normalization_44/batchnorm/mul_1"; -"1196 yolo_v4/sync_batch_normalization_44/batchnorm/ReadVariableOp/resource" -> "1197 yolo_v4/sync_batch_normalization_44/batchnorm/ReadVariableOp"; -"1197 yolo_v4/sync_batch_normalization_44/batchnorm/ReadVariableOp" -> "1199 yolo_v4/sync_batch_normalization_44/batchnorm/add"; -"1198 yolo_v4/sync_batch_normalization_44/batchnorm/add/y" -> "1199 yolo_v4/sync_batch_normalization_44/batchnorm/add"; -"1199 yolo_v4/sync_batch_normalization_44/batchnorm/add" -> "1200 yolo_v4/sync_batch_normalization_44/batchnorm/Rsqrt"; -"1200 yolo_v4/sync_batch_normalization_44/batchnorm/Rsqrt" -> "1203 yolo_v4/sync_batch_normalization_44/batchnorm/mul"; -"1201 yolo_v4/sync_batch_normalization_44/batchnorm/mul/ReadVariableOp/resource" -> "1202 yolo_v4/sync_batch_normalization_44/batchnorm/mul/ReadVariableOp"; -"1202 yolo_v4/sync_batch_normalization_44/batchnorm/mul/ReadVariableOp" -> "1203 yolo_v4/sync_batch_normalization_44/batchnorm/mul"; -"1203 yolo_v4/sync_batch_normalization_44/batchnorm/mul" -> "1204 yolo_v4/sync_batch_normalization_44/batchnorm/mul_1"; -"1203 yolo_v4/sync_batch_normalization_44/batchnorm/mul" -> "1207 yolo_v4/sync_batch_normalization_44/batchnorm/mul_2"; -"1204 yolo_v4/sync_batch_normalization_44/batchnorm/mul_1" -> "1211 yolo_v4/sync_batch_normalization_44/batchnorm/add_1"; -"1205 yolo_v4/sync_batch_normalization_44/batchnorm/ReadVariableOp_1/resource" -> "1206 yolo_v4/sync_batch_normalization_44/batchnorm/ReadVariableOp_1"; -"1206 yolo_v4/sync_batch_normalization_44/batchnorm/ReadVariableOp_1" -> "1207 yolo_v4/sync_batch_normalization_44/batchnorm/mul_2"; -"1207 yolo_v4/sync_batch_normalization_44/batchnorm/mul_2" -> "1210 yolo_v4/sync_batch_normalization_44/batchnorm/sub"; -"1208 yolo_v4/sync_batch_normalization_44/batchnorm/ReadVariableOp_2/resource" -> "1209 yolo_v4/sync_batch_normalization_44/batchnorm/ReadVariableOp_2"; -"1209 yolo_v4/sync_batch_normalization_44/batchnorm/ReadVariableOp_2" -> "1210 yolo_v4/sync_batch_normalization_44/batchnorm/sub"; -"1210 yolo_v4/sync_batch_normalization_44/batchnorm/sub" -> "1211 yolo_v4/sync_batch_normalization_44/batchnorm/add_1"; -"1211 yolo_v4/sync_batch_normalization_44/batchnorm/add_1" -> "1212 yolo_v4/activation_44/Softplus"; -"1211 yolo_v4/sync_batch_normalization_44/batchnorm/add_1" -> "1214 yolo_v4/activation_44/mul"; -"1212 yolo_v4/activation_44/Softplus" -> "1213 yolo_v4/activation_44/Tanh"; -"1213 yolo_v4/activation_44/Tanh" -> "1214 yolo_v4/activation_44/mul"; -"1214 yolo_v4/activation_44/mul" -> "1215 yolo_v4/add_12/add"; -"1215 yolo_v4/add_12/add" -> "1223 yolo_v4/conv2d_45/Conv2D"; -"1215 yolo_v4/add_12/add" -> "1270 yolo_v4/add_13/add"; -"1216 yolo_v4/conv2d_45/Sigmoid/ReadVariableOp/resource" -> "1217 yolo_v4/conv2d_45/Sigmoid/ReadVariableOp"; -"1217 yolo_v4/conv2d_45/Sigmoid/ReadVariableOp" -> "1218 yolo_v4/conv2d_45/Sigmoid"; -"1218 yolo_v4/conv2d_45/Sigmoid" -> "1219 yolo_v4/conv2d_45/Round"; -"1219 yolo_v4/conv2d_45/Round" -> "1222 yolo_v4/conv2d_45/mul"; -"1220 yolo_v4/conv2d_45/ReadVariableOp/resource" -> "1221 yolo_v4/conv2d_45/ReadVariableOp"; -"1221 yolo_v4/conv2d_45/ReadVariableOp" -> "1222 yolo_v4/conv2d_45/mul"; -"1222 yolo_v4/conv2d_45/mul" -> "1223 yolo_v4/conv2d_45/Conv2D"; -"1223 yolo_v4/conv2d_45/Conv2D" -> "1232 yolo_v4/sync_batch_normalization_45/batchnorm/mul_1"; -"1224 yolo_v4/sync_batch_normalization_45/batchnorm/ReadVariableOp/resource" -> "1225 yolo_v4/sync_batch_normalization_45/batchnorm/ReadVariableOp"; -"1225 yolo_v4/sync_batch_normalization_45/batchnorm/ReadVariableOp" -> "1227 yolo_v4/sync_batch_normalization_45/batchnorm/add"; -"1226 yolo_v4/sync_batch_normalization_45/batchnorm/add/y" -> "1227 yolo_v4/sync_batch_normalization_45/batchnorm/add"; -"1227 yolo_v4/sync_batch_normalization_45/batchnorm/add" -> "1228 yolo_v4/sync_batch_normalization_45/batchnorm/Rsqrt"; -"1228 yolo_v4/sync_batch_normalization_45/batchnorm/Rsqrt" -> "1231 yolo_v4/sync_batch_normalization_45/batchnorm/mul"; -"1229 yolo_v4/sync_batch_normalization_45/batchnorm/mul/ReadVariableOp/resource" -> "1230 yolo_v4/sync_batch_normalization_45/batchnorm/mul/ReadVariableOp"; -"1230 yolo_v4/sync_batch_normalization_45/batchnorm/mul/ReadVariableOp" -> "1231 yolo_v4/sync_batch_normalization_45/batchnorm/mul"; -"1231 yolo_v4/sync_batch_normalization_45/batchnorm/mul" -> "1232 yolo_v4/sync_batch_normalization_45/batchnorm/mul_1"; -"1231 yolo_v4/sync_batch_normalization_45/batchnorm/mul" -> "1235 yolo_v4/sync_batch_normalization_45/batchnorm/mul_2"; -"1232 yolo_v4/sync_batch_normalization_45/batchnorm/mul_1" -> "1239 yolo_v4/sync_batch_normalization_45/batchnorm/add_1"; -"1233 yolo_v4/sync_batch_normalization_45/batchnorm/ReadVariableOp_1/resource" -> "1234 yolo_v4/sync_batch_normalization_45/batchnorm/ReadVariableOp_1"; -"1234 yolo_v4/sync_batch_normalization_45/batchnorm/ReadVariableOp_1" -> "1235 yolo_v4/sync_batch_normalization_45/batchnorm/mul_2"; -"1235 yolo_v4/sync_batch_normalization_45/batchnorm/mul_2" -> "1238 yolo_v4/sync_batch_normalization_45/batchnorm/sub"; -"1236 yolo_v4/sync_batch_normalization_45/batchnorm/ReadVariableOp_2/resource" -> "1237 yolo_v4/sync_batch_normalization_45/batchnorm/ReadVariableOp_2"; -"1237 yolo_v4/sync_batch_normalization_45/batchnorm/ReadVariableOp_2" -> "1238 yolo_v4/sync_batch_normalization_45/batchnorm/sub"; -"1238 yolo_v4/sync_batch_normalization_45/batchnorm/sub" -> "1239 yolo_v4/sync_batch_normalization_45/batchnorm/add_1"; -"1239 yolo_v4/sync_batch_normalization_45/batchnorm/add_1" -> "1240 yolo_v4/activation_45/Softplus"; -"1239 yolo_v4/sync_batch_normalization_45/batchnorm/add_1" -> "1242 yolo_v4/activation_45/mul"; -"1240 yolo_v4/activation_45/Softplus" -> "1241 yolo_v4/activation_45/Tanh"; -"1241 yolo_v4/activation_45/Tanh" -> "1242 yolo_v4/activation_45/mul"; -"1242 yolo_v4/activation_45/mul" -> "1250 yolo_v4/conv2d_46/Conv2D"; -"1243 yolo_v4/conv2d_46/Sigmoid/ReadVariableOp/resource" -> "1244 yolo_v4/conv2d_46/Sigmoid/ReadVariableOp"; -"1244 yolo_v4/conv2d_46/Sigmoid/ReadVariableOp" -> "1245 yolo_v4/conv2d_46/Sigmoid"; -"1245 yolo_v4/conv2d_46/Sigmoid" -> "1246 yolo_v4/conv2d_46/Round"; -"1246 yolo_v4/conv2d_46/Round" -> "1249 yolo_v4/conv2d_46/mul"; -"1247 yolo_v4/conv2d_46/ReadVariableOp/resource" -> "1248 yolo_v4/conv2d_46/ReadVariableOp"; -"1248 yolo_v4/conv2d_46/ReadVariableOp" -> "1249 yolo_v4/conv2d_46/mul"; -"1249 yolo_v4/conv2d_46/mul" -> "1250 yolo_v4/conv2d_46/Conv2D"; -"1250 yolo_v4/conv2d_46/Conv2D" -> "1259 yolo_v4/sync_batch_normalization_46/batchnorm/mul_1"; -"1251 yolo_v4/sync_batch_normalization_46/batchnorm/ReadVariableOp/resource" -> "1252 yolo_v4/sync_batch_normalization_46/batchnorm/ReadVariableOp"; -"1252 yolo_v4/sync_batch_normalization_46/batchnorm/ReadVariableOp" -> "1254 yolo_v4/sync_batch_normalization_46/batchnorm/add"; -"1253 yolo_v4/sync_batch_normalization_46/batchnorm/add/y" -> "1254 yolo_v4/sync_batch_normalization_46/batchnorm/add"; -"1254 yolo_v4/sync_batch_normalization_46/batchnorm/add" -> "1255 yolo_v4/sync_batch_normalization_46/batchnorm/Rsqrt"; -"1255 yolo_v4/sync_batch_normalization_46/batchnorm/Rsqrt" -> "1258 yolo_v4/sync_batch_normalization_46/batchnorm/mul"; -"1256 yolo_v4/sync_batch_normalization_46/batchnorm/mul/ReadVariableOp/resource" -> "1257 yolo_v4/sync_batch_normalization_46/batchnorm/mul/ReadVariableOp"; -"1257 yolo_v4/sync_batch_normalization_46/batchnorm/mul/ReadVariableOp" -> "1258 yolo_v4/sync_batch_normalization_46/batchnorm/mul"; -"1258 yolo_v4/sync_batch_normalization_46/batchnorm/mul" -> "1259 yolo_v4/sync_batch_normalization_46/batchnorm/mul_1"; -"1258 yolo_v4/sync_batch_normalization_46/batchnorm/mul" -> "1262 yolo_v4/sync_batch_normalization_46/batchnorm/mul_2"; -"1259 yolo_v4/sync_batch_normalization_46/batchnorm/mul_1" -> "1266 yolo_v4/sync_batch_normalization_46/batchnorm/add_1"; -"1260 yolo_v4/sync_batch_normalization_46/batchnorm/ReadVariableOp_1/resource" -> "1261 yolo_v4/sync_batch_normalization_46/batchnorm/ReadVariableOp_1"; -"1261 yolo_v4/sync_batch_normalization_46/batchnorm/ReadVariableOp_1" -> "1262 yolo_v4/sync_batch_normalization_46/batchnorm/mul_2"; -"1262 yolo_v4/sync_batch_normalization_46/batchnorm/mul_2" -> "1265 yolo_v4/sync_batch_normalization_46/batchnorm/sub"; -"1263 yolo_v4/sync_batch_normalization_46/batchnorm/ReadVariableOp_2/resource" -> "1264 yolo_v4/sync_batch_normalization_46/batchnorm/ReadVariableOp_2"; -"1264 yolo_v4/sync_batch_normalization_46/batchnorm/ReadVariableOp_2" -> "1265 yolo_v4/sync_batch_normalization_46/batchnorm/sub"; -"1265 yolo_v4/sync_batch_normalization_46/batchnorm/sub" -> "1266 yolo_v4/sync_batch_normalization_46/batchnorm/add_1"; -"1266 yolo_v4/sync_batch_normalization_46/batchnorm/add_1" -> "1267 yolo_v4/activation_46/Softplus"; -"1266 yolo_v4/sync_batch_normalization_46/batchnorm/add_1" -> "1269 yolo_v4/activation_46/mul"; -"1267 yolo_v4/activation_46/Softplus" -> "1268 yolo_v4/activation_46/Tanh"; -"1268 yolo_v4/activation_46/Tanh" -> "1269 yolo_v4/activation_46/mul"; -"1269 yolo_v4/activation_46/mul" -> "1270 yolo_v4/add_13/add"; -"1270 yolo_v4/add_13/add" -> "1278 yolo_v4/conv2d_47/Conv2D"; -"1270 yolo_v4/add_13/add" -> "1325 yolo_v4/add_14/add"; -"1271 yolo_v4/conv2d_47/Sigmoid/ReadVariableOp/resource" -> "1272 yolo_v4/conv2d_47/Sigmoid/ReadVariableOp"; -"1272 yolo_v4/conv2d_47/Sigmoid/ReadVariableOp" -> "1273 yolo_v4/conv2d_47/Sigmoid"; -"1273 yolo_v4/conv2d_47/Sigmoid" -> "1274 yolo_v4/conv2d_47/Round"; -"1274 yolo_v4/conv2d_47/Round" -> "1277 yolo_v4/conv2d_47/mul"; -"1275 yolo_v4/conv2d_47/ReadVariableOp/resource" -> "1276 yolo_v4/conv2d_47/ReadVariableOp"; -"1276 yolo_v4/conv2d_47/ReadVariableOp" -> "1277 yolo_v4/conv2d_47/mul"; -"1277 yolo_v4/conv2d_47/mul" -> "1278 yolo_v4/conv2d_47/Conv2D"; -"1278 yolo_v4/conv2d_47/Conv2D" -> "1287 yolo_v4/sync_batch_normalization_47/batchnorm/mul_1"; -"1279 yolo_v4/sync_batch_normalization_47/batchnorm/ReadVariableOp/resource" -> "1280 yolo_v4/sync_batch_normalization_47/batchnorm/ReadVariableOp"; -"1280 yolo_v4/sync_batch_normalization_47/batchnorm/ReadVariableOp" -> "1282 yolo_v4/sync_batch_normalization_47/batchnorm/add"; -"1281 yolo_v4/sync_batch_normalization_47/batchnorm/add/y" -> "1282 yolo_v4/sync_batch_normalization_47/batchnorm/add"; -"1282 yolo_v4/sync_batch_normalization_47/batchnorm/add" -> "1283 yolo_v4/sync_batch_normalization_47/batchnorm/Rsqrt"; -"1283 yolo_v4/sync_batch_normalization_47/batchnorm/Rsqrt" -> "1286 yolo_v4/sync_batch_normalization_47/batchnorm/mul"; -"1284 yolo_v4/sync_batch_normalization_47/batchnorm/mul/ReadVariableOp/resource" -> "1285 yolo_v4/sync_batch_normalization_47/batchnorm/mul/ReadVariableOp"; -"1285 yolo_v4/sync_batch_normalization_47/batchnorm/mul/ReadVariableOp" -> "1286 yolo_v4/sync_batch_normalization_47/batchnorm/mul"; -"1286 yolo_v4/sync_batch_normalization_47/batchnorm/mul" -> "1287 yolo_v4/sync_batch_normalization_47/batchnorm/mul_1"; -"1286 yolo_v4/sync_batch_normalization_47/batchnorm/mul" -> "1290 yolo_v4/sync_batch_normalization_47/batchnorm/mul_2"; -"1287 yolo_v4/sync_batch_normalization_47/batchnorm/mul_1" -> "1294 yolo_v4/sync_batch_normalization_47/batchnorm/add_1"; -"1288 yolo_v4/sync_batch_normalization_47/batchnorm/ReadVariableOp_1/resource" -> "1289 yolo_v4/sync_batch_normalization_47/batchnorm/ReadVariableOp_1"; -"1289 yolo_v4/sync_batch_normalization_47/batchnorm/ReadVariableOp_1" -> "1290 yolo_v4/sync_batch_normalization_47/batchnorm/mul_2"; -"1290 yolo_v4/sync_batch_normalization_47/batchnorm/mul_2" -> "1293 yolo_v4/sync_batch_normalization_47/batchnorm/sub"; -"1291 yolo_v4/sync_batch_normalization_47/batchnorm/ReadVariableOp_2/resource" -> "1292 yolo_v4/sync_batch_normalization_47/batchnorm/ReadVariableOp_2"; -"1292 yolo_v4/sync_batch_normalization_47/batchnorm/ReadVariableOp_2" -> "1293 yolo_v4/sync_batch_normalization_47/batchnorm/sub"; -"1293 yolo_v4/sync_batch_normalization_47/batchnorm/sub" -> "1294 yolo_v4/sync_batch_normalization_47/batchnorm/add_1"; -"1294 yolo_v4/sync_batch_normalization_47/batchnorm/add_1" -> "1295 yolo_v4/activation_47/Softplus"; -"1294 yolo_v4/sync_batch_normalization_47/batchnorm/add_1" -> "1297 yolo_v4/activation_47/mul"; -"1295 yolo_v4/activation_47/Softplus" -> "1296 yolo_v4/activation_47/Tanh"; -"1296 yolo_v4/activation_47/Tanh" -> "1297 yolo_v4/activation_47/mul"; -"1297 yolo_v4/activation_47/mul" -> "1305 yolo_v4/conv2d_48/Conv2D"; -"1298 yolo_v4/conv2d_48/Sigmoid/ReadVariableOp/resource" -> "1299 yolo_v4/conv2d_48/Sigmoid/ReadVariableOp"; -"1299 yolo_v4/conv2d_48/Sigmoid/ReadVariableOp" -> "1300 yolo_v4/conv2d_48/Sigmoid"; -"1300 yolo_v4/conv2d_48/Sigmoid" -> "1301 yolo_v4/conv2d_48/Round"; -"1301 yolo_v4/conv2d_48/Round" -> "1304 yolo_v4/conv2d_48/mul"; -"1302 yolo_v4/conv2d_48/ReadVariableOp/resource" -> "1303 yolo_v4/conv2d_48/ReadVariableOp"; -"1303 yolo_v4/conv2d_48/ReadVariableOp" -> "1304 yolo_v4/conv2d_48/mul"; -"1304 yolo_v4/conv2d_48/mul" -> "1305 yolo_v4/conv2d_48/Conv2D"; -"1305 yolo_v4/conv2d_48/Conv2D" -> "1314 yolo_v4/sync_batch_normalization_48/batchnorm/mul_1"; -"1306 yolo_v4/sync_batch_normalization_48/batchnorm/ReadVariableOp/resource" -> "1307 yolo_v4/sync_batch_normalization_48/batchnorm/ReadVariableOp"; -"1307 yolo_v4/sync_batch_normalization_48/batchnorm/ReadVariableOp" -> "1309 yolo_v4/sync_batch_normalization_48/batchnorm/add"; -"1308 yolo_v4/sync_batch_normalization_48/batchnorm/add/y" -> "1309 yolo_v4/sync_batch_normalization_48/batchnorm/add"; -"1309 yolo_v4/sync_batch_normalization_48/batchnorm/add" -> "1310 yolo_v4/sync_batch_normalization_48/batchnorm/Rsqrt"; -"1310 yolo_v4/sync_batch_normalization_48/batchnorm/Rsqrt" -> "1313 yolo_v4/sync_batch_normalization_48/batchnorm/mul"; -"1311 yolo_v4/sync_batch_normalization_48/batchnorm/mul/ReadVariableOp/resource" -> "1312 yolo_v4/sync_batch_normalization_48/batchnorm/mul/ReadVariableOp"; -"1312 yolo_v4/sync_batch_normalization_48/batchnorm/mul/ReadVariableOp" -> "1313 yolo_v4/sync_batch_normalization_48/batchnorm/mul"; -"1313 yolo_v4/sync_batch_normalization_48/batchnorm/mul" -> "1314 yolo_v4/sync_batch_normalization_48/batchnorm/mul_1"; -"1313 yolo_v4/sync_batch_normalization_48/batchnorm/mul" -> "1317 yolo_v4/sync_batch_normalization_48/batchnorm/mul_2"; -"1314 yolo_v4/sync_batch_normalization_48/batchnorm/mul_1" -> "1321 yolo_v4/sync_batch_normalization_48/batchnorm/add_1"; -"1315 yolo_v4/sync_batch_normalization_48/batchnorm/ReadVariableOp_1/resource" -> "1316 yolo_v4/sync_batch_normalization_48/batchnorm/ReadVariableOp_1"; -"1316 yolo_v4/sync_batch_normalization_48/batchnorm/ReadVariableOp_1" -> "1317 yolo_v4/sync_batch_normalization_48/batchnorm/mul_2"; -"1317 yolo_v4/sync_batch_normalization_48/batchnorm/mul_2" -> "1320 yolo_v4/sync_batch_normalization_48/batchnorm/sub"; -"1318 yolo_v4/sync_batch_normalization_48/batchnorm/ReadVariableOp_2/resource" -> "1319 yolo_v4/sync_batch_normalization_48/batchnorm/ReadVariableOp_2"; -"1319 yolo_v4/sync_batch_normalization_48/batchnorm/ReadVariableOp_2" -> "1320 yolo_v4/sync_batch_normalization_48/batchnorm/sub"; -"1320 yolo_v4/sync_batch_normalization_48/batchnorm/sub" -> "1321 yolo_v4/sync_batch_normalization_48/batchnorm/add_1"; -"1321 yolo_v4/sync_batch_normalization_48/batchnorm/add_1" -> "1322 yolo_v4/activation_48/Softplus"; -"1321 yolo_v4/sync_batch_normalization_48/batchnorm/add_1" -> "1324 yolo_v4/activation_48/mul"; -"1322 yolo_v4/activation_48/Softplus" -> "1323 yolo_v4/activation_48/Tanh"; -"1323 yolo_v4/activation_48/Tanh" -> "1324 yolo_v4/activation_48/mul"; -"1324 yolo_v4/activation_48/mul" -> "1325 yolo_v4/add_14/add"; -"1325 yolo_v4/add_14/add" -> "1333 yolo_v4/conv2d_49/Conv2D"; -"1325 yolo_v4/add_14/add" -> "1380 yolo_v4/add_15/add"; -"1326 yolo_v4/conv2d_49/Sigmoid/ReadVariableOp/resource" -> "1327 yolo_v4/conv2d_49/Sigmoid/ReadVariableOp"; -"1327 yolo_v4/conv2d_49/Sigmoid/ReadVariableOp" -> "1328 yolo_v4/conv2d_49/Sigmoid"; -"1328 yolo_v4/conv2d_49/Sigmoid" -> "1329 yolo_v4/conv2d_49/Round"; -"1329 yolo_v4/conv2d_49/Round" -> "1332 yolo_v4/conv2d_49/mul"; -"1330 yolo_v4/conv2d_49/ReadVariableOp/resource" -> "1331 yolo_v4/conv2d_49/ReadVariableOp"; -"1331 yolo_v4/conv2d_49/ReadVariableOp" -> "1332 yolo_v4/conv2d_49/mul"; -"1332 yolo_v4/conv2d_49/mul" -> "1333 yolo_v4/conv2d_49/Conv2D"; -"1333 yolo_v4/conv2d_49/Conv2D" -> "1342 yolo_v4/sync_batch_normalization_49/batchnorm/mul_1"; -"1334 yolo_v4/sync_batch_normalization_49/batchnorm/ReadVariableOp/resource" -> "1335 yolo_v4/sync_batch_normalization_49/batchnorm/ReadVariableOp"; -"1335 yolo_v4/sync_batch_normalization_49/batchnorm/ReadVariableOp" -> "1337 yolo_v4/sync_batch_normalization_49/batchnorm/add"; -"1336 yolo_v4/sync_batch_normalization_49/batchnorm/add/y" -> "1337 yolo_v4/sync_batch_normalization_49/batchnorm/add"; -"1337 yolo_v4/sync_batch_normalization_49/batchnorm/add" -> "1338 yolo_v4/sync_batch_normalization_49/batchnorm/Rsqrt"; -"1338 yolo_v4/sync_batch_normalization_49/batchnorm/Rsqrt" -> "1341 yolo_v4/sync_batch_normalization_49/batchnorm/mul"; -"1339 yolo_v4/sync_batch_normalization_49/batchnorm/mul/ReadVariableOp/resource" -> "1340 yolo_v4/sync_batch_normalization_49/batchnorm/mul/ReadVariableOp"; -"1340 yolo_v4/sync_batch_normalization_49/batchnorm/mul/ReadVariableOp" -> "1341 yolo_v4/sync_batch_normalization_49/batchnorm/mul"; -"1341 yolo_v4/sync_batch_normalization_49/batchnorm/mul" -> "1342 yolo_v4/sync_batch_normalization_49/batchnorm/mul_1"; -"1341 yolo_v4/sync_batch_normalization_49/batchnorm/mul" -> "1345 yolo_v4/sync_batch_normalization_49/batchnorm/mul_2"; -"1342 yolo_v4/sync_batch_normalization_49/batchnorm/mul_1" -> "1349 yolo_v4/sync_batch_normalization_49/batchnorm/add_1"; -"1343 yolo_v4/sync_batch_normalization_49/batchnorm/ReadVariableOp_1/resource" -> "1344 yolo_v4/sync_batch_normalization_49/batchnorm/ReadVariableOp_1"; -"1344 yolo_v4/sync_batch_normalization_49/batchnorm/ReadVariableOp_1" -> "1345 yolo_v4/sync_batch_normalization_49/batchnorm/mul_2"; -"1345 yolo_v4/sync_batch_normalization_49/batchnorm/mul_2" -> "1348 yolo_v4/sync_batch_normalization_49/batchnorm/sub"; -"1346 yolo_v4/sync_batch_normalization_49/batchnorm/ReadVariableOp_2/resource" -> "1347 yolo_v4/sync_batch_normalization_49/batchnorm/ReadVariableOp_2"; -"1347 yolo_v4/sync_batch_normalization_49/batchnorm/ReadVariableOp_2" -> "1348 yolo_v4/sync_batch_normalization_49/batchnorm/sub"; -"1348 yolo_v4/sync_batch_normalization_49/batchnorm/sub" -> "1349 yolo_v4/sync_batch_normalization_49/batchnorm/add_1"; -"1349 yolo_v4/sync_batch_normalization_49/batchnorm/add_1" -> "1350 yolo_v4/activation_49/Softplus"; -"1349 yolo_v4/sync_batch_normalization_49/batchnorm/add_1" -> "1352 yolo_v4/activation_49/mul"; -"1350 yolo_v4/activation_49/Softplus" -> "1351 yolo_v4/activation_49/Tanh"; -"1351 yolo_v4/activation_49/Tanh" -> "1352 yolo_v4/activation_49/mul"; -"1352 yolo_v4/activation_49/mul" -> "1360 yolo_v4/conv2d_50/Conv2D"; -"1353 yolo_v4/conv2d_50/Sigmoid/ReadVariableOp/resource" -> "1354 yolo_v4/conv2d_50/Sigmoid/ReadVariableOp"; -"1354 yolo_v4/conv2d_50/Sigmoid/ReadVariableOp" -> "1355 yolo_v4/conv2d_50/Sigmoid"; -"1355 yolo_v4/conv2d_50/Sigmoid" -> "1356 yolo_v4/conv2d_50/Round"; -"1356 yolo_v4/conv2d_50/Round" -> "1359 yolo_v4/conv2d_50/mul"; -"1357 yolo_v4/conv2d_50/ReadVariableOp/resource" -> "1358 yolo_v4/conv2d_50/ReadVariableOp"; -"1358 yolo_v4/conv2d_50/ReadVariableOp" -> "1359 yolo_v4/conv2d_50/mul"; -"1359 yolo_v4/conv2d_50/mul" -> "1360 yolo_v4/conv2d_50/Conv2D"; -"1360 yolo_v4/conv2d_50/Conv2D" -> "1369 yolo_v4/sync_batch_normalization_50/batchnorm/mul_1"; -"1361 yolo_v4/sync_batch_normalization_50/batchnorm/ReadVariableOp/resource" -> "1362 yolo_v4/sync_batch_normalization_50/batchnorm/ReadVariableOp"; -"1362 yolo_v4/sync_batch_normalization_50/batchnorm/ReadVariableOp" -> "1364 yolo_v4/sync_batch_normalization_50/batchnorm/add"; -"1363 yolo_v4/sync_batch_normalization_50/batchnorm/add/y" -> "1364 yolo_v4/sync_batch_normalization_50/batchnorm/add"; -"1364 yolo_v4/sync_batch_normalization_50/batchnorm/add" -> "1365 yolo_v4/sync_batch_normalization_50/batchnorm/Rsqrt"; -"1365 yolo_v4/sync_batch_normalization_50/batchnorm/Rsqrt" -> "1368 yolo_v4/sync_batch_normalization_50/batchnorm/mul"; -"1366 yolo_v4/sync_batch_normalization_50/batchnorm/mul/ReadVariableOp/resource" -> "1367 yolo_v4/sync_batch_normalization_50/batchnorm/mul/ReadVariableOp"; -"1367 yolo_v4/sync_batch_normalization_50/batchnorm/mul/ReadVariableOp" -> "1368 yolo_v4/sync_batch_normalization_50/batchnorm/mul"; -"1368 yolo_v4/sync_batch_normalization_50/batchnorm/mul" -> "1369 yolo_v4/sync_batch_normalization_50/batchnorm/mul_1"; -"1368 yolo_v4/sync_batch_normalization_50/batchnorm/mul" -> "1372 yolo_v4/sync_batch_normalization_50/batchnorm/mul_2"; -"1369 yolo_v4/sync_batch_normalization_50/batchnorm/mul_1" -> "1376 yolo_v4/sync_batch_normalization_50/batchnorm/add_1"; -"1370 yolo_v4/sync_batch_normalization_50/batchnorm/ReadVariableOp_1/resource" -> "1371 yolo_v4/sync_batch_normalization_50/batchnorm/ReadVariableOp_1"; -"1371 yolo_v4/sync_batch_normalization_50/batchnorm/ReadVariableOp_1" -> "1372 yolo_v4/sync_batch_normalization_50/batchnorm/mul_2"; -"1372 yolo_v4/sync_batch_normalization_50/batchnorm/mul_2" -> "1375 yolo_v4/sync_batch_normalization_50/batchnorm/sub"; -"1373 yolo_v4/sync_batch_normalization_50/batchnorm/ReadVariableOp_2/resource" -> "1374 yolo_v4/sync_batch_normalization_50/batchnorm/ReadVariableOp_2"; -"1374 yolo_v4/sync_batch_normalization_50/batchnorm/ReadVariableOp_2" -> "1375 yolo_v4/sync_batch_normalization_50/batchnorm/sub"; -"1375 yolo_v4/sync_batch_normalization_50/batchnorm/sub" -> "1376 yolo_v4/sync_batch_normalization_50/batchnorm/add_1"; -"1376 yolo_v4/sync_batch_normalization_50/batchnorm/add_1" -> "1377 yolo_v4/activation_50/Softplus"; -"1376 yolo_v4/sync_batch_normalization_50/batchnorm/add_1" -> "1379 yolo_v4/activation_50/mul"; -"1377 yolo_v4/activation_50/Softplus" -> "1378 yolo_v4/activation_50/Tanh"; -"1378 yolo_v4/activation_50/Tanh" -> "1379 yolo_v4/activation_50/mul"; -"1379 yolo_v4/activation_50/mul" -> "1380 yolo_v4/add_15/add"; -"1380 yolo_v4/add_15/add" -> "1388 yolo_v4/conv2d_51/Conv2D"; -"1380 yolo_v4/add_15/add" -> "1435 yolo_v4/add_16/add"; -"1381 yolo_v4/conv2d_51/Sigmoid/ReadVariableOp/resource" -> "1382 yolo_v4/conv2d_51/Sigmoid/ReadVariableOp"; -"1382 yolo_v4/conv2d_51/Sigmoid/ReadVariableOp" -> "1383 yolo_v4/conv2d_51/Sigmoid"; -"1383 yolo_v4/conv2d_51/Sigmoid" -> "1384 yolo_v4/conv2d_51/Round"; -"1384 yolo_v4/conv2d_51/Round" -> "1387 yolo_v4/conv2d_51/mul"; -"1385 yolo_v4/conv2d_51/ReadVariableOp/resource" -> "1386 yolo_v4/conv2d_51/ReadVariableOp"; -"1386 yolo_v4/conv2d_51/ReadVariableOp" -> "1387 yolo_v4/conv2d_51/mul"; -"1387 yolo_v4/conv2d_51/mul" -> "1388 yolo_v4/conv2d_51/Conv2D"; -"1388 yolo_v4/conv2d_51/Conv2D" -> "1397 yolo_v4/sync_batch_normalization_51/batchnorm/mul_1"; -"1389 yolo_v4/sync_batch_normalization_51/batchnorm/ReadVariableOp/resource" -> "1390 yolo_v4/sync_batch_normalization_51/batchnorm/ReadVariableOp"; -"1390 yolo_v4/sync_batch_normalization_51/batchnorm/ReadVariableOp" -> "1392 yolo_v4/sync_batch_normalization_51/batchnorm/add"; -"1391 yolo_v4/sync_batch_normalization_51/batchnorm/add/y" -> "1392 yolo_v4/sync_batch_normalization_51/batchnorm/add"; -"1392 yolo_v4/sync_batch_normalization_51/batchnorm/add" -> "1393 yolo_v4/sync_batch_normalization_51/batchnorm/Rsqrt"; -"1393 yolo_v4/sync_batch_normalization_51/batchnorm/Rsqrt" -> "1396 yolo_v4/sync_batch_normalization_51/batchnorm/mul"; -"1394 yolo_v4/sync_batch_normalization_51/batchnorm/mul/ReadVariableOp/resource" -> "1395 yolo_v4/sync_batch_normalization_51/batchnorm/mul/ReadVariableOp"; -"1395 yolo_v4/sync_batch_normalization_51/batchnorm/mul/ReadVariableOp" -> "1396 yolo_v4/sync_batch_normalization_51/batchnorm/mul"; -"1396 yolo_v4/sync_batch_normalization_51/batchnorm/mul" -> "1397 yolo_v4/sync_batch_normalization_51/batchnorm/mul_1"; -"1396 yolo_v4/sync_batch_normalization_51/batchnorm/mul" -> "1400 yolo_v4/sync_batch_normalization_51/batchnorm/mul_2"; -"1397 yolo_v4/sync_batch_normalization_51/batchnorm/mul_1" -> "1404 yolo_v4/sync_batch_normalization_51/batchnorm/add_1"; -"1398 yolo_v4/sync_batch_normalization_51/batchnorm/ReadVariableOp_1/resource" -> "1399 yolo_v4/sync_batch_normalization_51/batchnorm/ReadVariableOp_1"; -"1399 yolo_v4/sync_batch_normalization_51/batchnorm/ReadVariableOp_1" -> "1400 yolo_v4/sync_batch_normalization_51/batchnorm/mul_2"; -"1400 yolo_v4/sync_batch_normalization_51/batchnorm/mul_2" -> "1403 yolo_v4/sync_batch_normalization_51/batchnorm/sub"; -"1401 yolo_v4/sync_batch_normalization_51/batchnorm/ReadVariableOp_2/resource" -> "1402 yolo_v4/sync_batch_normalization_51/batchnorm/ReadVariableOp_2"; -"1402 yolo_v4/sync_batch_normalization_51/batchnorm/ReadVariableOp_2" -> "1403 yolo_v4/sync_batch_normalization_51/batchnorm/sub"; -"1403 yolo_v4/sync_batch_normalization_51/batchnorm/sub" -> "1404 yolo_v4/sync_batch_normalization_51/batchnorm/add_1"; -"1404 yolo_v4/sync_batch_normalization_51/batchnorm/add_1" -> "1405 yolo_v4/activation_51/Softplus"; -"1404 yolo_v4/sync_batch_normalization_51/batchnorm/add_1" -> "1407 yolo_v4/activation_51/mul"; -"1405 yolo_v4/activation_51/Softplus" -> "1406 yolo_v4/activation_51/Tanh"; -"1406 yolo_v4/activation_51/Tanh" -> "1407 yolo_v4/activation_51/mul"; -"1407 yolo_v4/activation_51/mul" -> "1415 yolo_v4/conv2d_52/Conv2D"; -"1408 yolo_v4/conv2d_52/Sigmoid/ReadVariableOp/resource" -> "1409 yolo_v4/conv2d_52/Sigmoid/ReadVariableOp"; -"1409 yolo_v4/conv2d_52/Sigmoid/ReadVariableOp" -> "1410 yolo_v4/conv2d_52/Sigmoid"; -"1410 yolo_v4/conv2d_52/Sigmoid" -> "1411 yolo_v4/conv2d_52/Round"; -"1411 yolo_v4/conv2d_52/Round" -> "1414 yolo_v4/conv2d_52/mul"; -"1412 yolo_v4/conv2d_52/ReadVariableOp/resource" -> "1413 yolo_v4/conv2d_52/ReadVariableOp"; -"1413 yolo_v4/conv2d_52/ReadVariableOp" -> "1414 yolo_v4/conv2d_52/mul"; -"1414 yolo_v4/conv2d_52/mul" -> "1415 yolo_v4/conv2d_52/Conv2D"; -"1415 yolo_v4/conv2d_52/Conv2D" -> "1424 yolo_v4/sync_batch_normalization_52/batchnorm/mul_1"; -"1416 yolo_v4/sync_batch_normalization_52/batchnorm/ReadVariableOp/resource" -> "1417 yolo_v4/sync_batch_normalization_52/batchnorm/ReadVariableOp"; -"1417 yolo_v4/sync_batch_normalization_52/batchnorm/ReadVariableOp" -> "1419 yolo_v4/sync_batch_normalization_52/batchnorm/add"; -"1418 yolo_v4/sync_batch_normalization_52/batchnorm/add/y" -> "1419 yolo_v4/sync_batch_normalization_52/batchnorm/add"; -"1419 yolo_v4/sync_batch_normalization_52/batchnorm/add" -> "1420 yolo_v4/sync_batch_normalization_52/batchnorm/Rsqrt"; -"1420 yolo_v4/sync_batch_normalization_52/batchnorm/Rsqrt" -> "1423 yolo_v4/sync_batch_normalization_52/batchnorm/mul"; -"1421 yolo_v4/sync_batch_normalization_52/batchnorm/mul/ReadVariableOp/resource" -> "1422 yolo_v4/sync_batch_normalization_52/batchnorm/mul/ReadVariableOp"; -"1422 yolo_v4/sync_batch_normalization_52/batchnorm/mul/ReadVariableOp" -> "1423 yolo_v4/sync_batch_normalization_52/batchnorm/mul"; -"1423 yolo_v4/sync_batch_normalization_52/batchnorm/mul" -> "1424 yolo_v4/sync_batch_normalization_52/batchnorm/mul_1"; -"1423 yolo_v4/sync_batch_normalization_52/batchnorm/mul" -> "1427 yolo_v4/sync_batch_normalization_52/batchnorm/mul_2"; -"1424 yolo_v4/sync_batch_normalization_52/batchnorm/mul_1" -> "1431 yolo_v4/sync_batch_normalization_52/batchnorm/add_1"; -"1425 yolo_v4/sync_batch_normalization_52/batchnorm/ReadVariableOp_1/resource" -> "1426 yolo_v4/sync_batch_normalization_52/batchnorm/ReadVariableOp_1"; -"1426 yolo_v4/sync_batch_normalization_52/batchnorm/ReadVariableOp_1" -> "1427 yolo_v4/sync_batch_normalization_52/batchnorm/mul_2"; -"1427 yolo_v4/sync_batch_normalization_52/batchnorm/mul_2" -> "1430 yolo_v4/sync_batch_normalization_52/batchnorm/sub"; -"1428 yolo_v4/sync_batch_normalization_52/batchnorm/ReadVariableOp_2/resource" -> "1429 yolo_v4/sync_batch_normalization_52/batchnorm/ReadVariableOp_2"; -"1429 yolo_v4/sync_batch_normalization_52/batchnorm/ReadVariableOp_2" -> "1430 yolo_v4/sync_batch_normalization_52/batchnorm/sub"; -"1430 yolo_v4/sync_batch_normalization_52/batchnorm/sub" -> "1431 yolo_v4/sync_batch_normalization_52/batchnorm/add_1"; -"1431 yolo_v4/sync_batch_normalization_52/batchnorm/add_1" -> "1432 yolo_v4/activation_52/Softplus"; -"1431 yolo_v4/sync_batch_normalization_52/batchnorm/add_1" -> "1434 yolo_v4/activation_52/mul"; -"1432 yolo_v4/activation_52/Softplus" -> "1433 yolo_v4/activation_52/Tanh"; -"1433 yolo_v4/activation_52/Tanh" -> "1434 yolo_v4/activation_52/mul"; -"1434 yolo_v4/activation_52/mul" -> "1435 yolo_v4/add_16/add"; -"1435 yolo_v4/add_16/add" -> "1443 yolo_v4/conv2d_53/Conv2D"; -"1435 yolo_v4/add_16/add" -> "1490 yolo_v4/add_17/add"; -"1436 yolo_v4/conv2d_53/Sigmoid/ReadVariableOp/resource" -> "1437 yolo_v4/conv2d_53/Sigmoid/ReadVariableOp"; -"1437 yolo_v4/conv2d_53/Sigmoid/ReadVariableOp" -> "1438 yolo_v4/conv2d_53/Sigmoid"; -"1438 yolo_v4/conv2d_53/Sigmoid" -> "1439 yolo_v4/conv2d_53/Round"; -"1439 yolo_v4/conv2d_53/Round" -> "1442 yolo_v4/conv2d_53/mul"; -"1440 yolo_v4/conv2d_53/ReadVariableOp/resource" -> "1441 yolo_v4/conv2d_53/ReadVariableOp"; -"1441 yolo_v4/conv2d_53/ReadVariableOp" -> "1442 yolo_v4/conv2d_53/mul"; -"1442 yolo_v4/conv2d_53/mul" -> "1443 yolo_v4/conv2d_53/Conv2D"; -"1443 yolo_v4/conv2d_53/Conv2D" -> "1452 yolo_v4/sync_batch_normalization_53/batchnorm/mul_1"; -"1444 yolo_v4/sync_batch_normalization_53/batchnorm/ReadVariableOp/resource" -> "1445 yolo_v4/sync_batch_normalization_53/batchnorm/ReadVariableOp"; -"1445 yolo_v4/sync_batch_normalization_53/batchnorm/ReadVariableOp" -> "1447 yolo_v4/sync_batch_normalization_53/batchnorm/add"; -"1446 yolo_v4/sync_batch_normalization_53/batchnorm/add/y" -> "1447 yolo_v4/sync_batch_normalization_53/batchnorm/add"; -"1447 yolo_v4/sync_batch_normalization_53/batchnorm/add" -> "1448 yolo_v4/sync_batch_normalization_53/batchnorm/Rsqrt"; -"1448 yolo_v4/sync_batch_normalization_53/batchnorm/Rsqrt" -> "1451 yolo_v4/sync_batch_normalization_53/batchnorm/mul"; -"1449 yolo_v4/sync_batch_normalization_53/batchnorm/mul/ReadVariableOp/resource" -> "1450 yolo_v4/sync_batch_normalization_53/batchnorm/mul/ReadVariableOp"; -"1450 yolo_v4/sync_batch_normalization_53/batchnorm/mul/ReadVariableOp" -> "1451 yolo_v4/sync_batch_normalization_53/batchnorm/mul"; -"1451 yolo_v4/sync_batch_normalization_53/batchnorm/mul" -> "1452 yolo_v4/sync_batch_normalization_53/batchnorm/mul_1"; -"1451 yolo_v4/sync_batch_normalization_53/batchnorm/mul" -> "1455 yolo_v4/sync_batch_normalization_53/batchnorm/mul_2"; -"1452 yolo_v4/sync_batch_normalization_53/batchnorm/mul_1" -> "1459 yolo_v4/sync_batch_normalization_53/batchnorm/add_1"; -"1453 yolo_v4/sync_batch_normalization_53/batchnorm/ReadVariableOp_1/resource" -> "1454 yolo_v4/sync_batch_normalization_53/batchnorm/ReadVariableOp_1"; -"1454 yolo_v4/sync_batch_normalization_53/batchnorm/ReadVariableOp_1" -> "1455 yolo_v4/sync_batch_normalization_53/batchnorm/mul_2"; -"1455 yolo_v4/sync_batch_normalization_53/batchnorm/mul_2" -> "1458 yolo_v4/sync_batch_normalization_53/batchnorm/sub"; -"1456 yolo_v4/sync_batch_normalization_53/batchnorm/ReadVariableOp_2/resource" -> "1457 yolo_v4/sync_batch_normalization_53/batchnorm/ReadVariableOp_2"; -"1457 yolo_v4/sync_batch_normalization_53/batchnorm/ReadVariableOp_2" -> "1458 yolo_v4/sync_batch_normalization_53/batchnorm/sub"; -"1458 yolo_v4/sync_batch_normalization_53/batchnorm/sub" -> "1459 yolo_v4/sync_batch_normalization_53/batchnorm/add_1"; -"1459 yolo_v4/sync_batch_normalization_53/batchnorm/add_1" -> "1460 yolo_v4/activation_53/Softplus"; -"1459 yolo_v4/sync_batch_normalization_53/batchnorm/add_1" -> "1462 yolo_v4/activation_53/mul"; -"1460 yolo_v4/activation_53/Softplus" -> "1461 yolo_v4/activation_53/Tanh"; -"1461 yolo_v4/activation_53/Tanh" -> "1462 yolo_v4/activation_53/mul"; -"1462 yolo_v4/activation_53/mul" -> "1470 yolo_v4/conv2d_54/Conv2D"; -"1463 yolo_v4/conv2d_54/Sigmoid/ReadVariableOp/resource" -> "1464 yolo_v4/conv2d_54/Sigmoid/ReadVariableOp"; -"1464 yolo_v4/conv2d_54/Sigmoid/ReadVariableOp" -> "1465 yolo_v4/conv2d_54/Sigmoid"; -"1465 yolo_v4/conv2d_54/Sigmoid" -> "1466 yolo_v4/conv2d_54/Round"; -"1466 yolo_v4/conv2d_54/Round" -> "1469 yolo_v4/conv2d_54/mul"; -"1467 yolo_v4/conv2d_54/ReadVariableOp/resource" -> "1468 yolo_v4/conv2d_54/ReadVariableOp"; -"1468 yolo_v4/conv2d_54/ReadVariableOp" -> "1469 yolo_v4/conv2d_54/mul"; -"1469 yolo_v4/conv2d_54/mul" -> "1470 yolo_v4/conv2d_54/Conv2D"; -"1470 yolo_v4/conv2d_54/Conv2D" -> "1479 yolo_v4/sync_batch_normalization_54/batchnorm/mul_1"; -"1471 yolo_v4/sync_batch_normalization_54/batchnorm/ReadVariableOp/resource" -> "1472 yolo_v4/sync_batch_normalization_54/batchnorm/ReadVariableOp"; -"1472 yolo_v4/sync_batch_normalization_54/batchnorm/ReadVariableOp" -> "1474 yolo_v4/sync_batch_normalization_54/batchnorm/add"; -"1473 yolo_v4/sync_batch_normalization_54/batchnorm/add/y" -> "1474 yolo_v4/sync_batch_normalization_54/batchnorm/add"; -"1474 yolo_v4/sync_batch_normalization_54/batchnorm/add" -> "1475 yolo_v4/sync_batch_normalization_54/batchnorm/Rsqrt"; -"1475 yolo_v4/sync_batch_normalization_54/batchnorm/Rsqrt" -> "1478 yolo_v4/sync_batch_normalization_54/batchnorm/mul"; -"1476 yolo_v4/sync_batch_normalization_54/batchnorm/mul/ReadVariableOp/resource" -> "1477 yolo_v4/sync_batch_normalization_54/batchnorm/mul/ReadVariableOp"; -"1477 yolo_v4/sync_batch_normalization_54/batchnorm/mul/ReadVariableOp" -> "1478 yolo_v4/sync_batch_normalization_54/batchnorm/mul"; -"1478 yolo_v4/sync_batch_normalization_54/batchnorm/mul" -> "1479 yolo_v4/sync_batch_normalization_54/batchnorm/mul_1"; -"1478 yolo_v4/sync_batch_normalization_54/batchnorm/mul" -> "1482 yolo_v4/sync_batch_normalization_54/batchnorm/mul_2"; -"1479 yolo_v4/sync_batch_normalization_54/batchnorm/mul_1" -> "1486 yolo_v4/sync_batch_normalization_54/batchnorm/add_1"; -"1480 yolo_v4/sync_batch_normalization_54/batchnorm/ReadVariableOp_1/resource" -> "1481 yolo_v4/sync_batch_normalization_54/batchnorm/ReadVariableOp_1"; -"1481 yolo_v4/sync_batch_normalization_54/batchnorm/ReadVariableOp_1" -> "1482 yolo_v4/sync_batch_normalization_54/batchnorm/mul_2"; -"1482 yolo_v4/sync_batch_normalization_54/batchnorm/mul_2" -> "1485 yolo_v4/sync_batch_normalization_54/batchnorm/sub"; -"1483 yolo_v4/sync_batch_normalization_54/batchnorm/ReadVariableOp_2/resource" -> "1484 yolo_v4/sync_batch_normalization_54/batchnorm/ReadVariableOp_2"; -"1484 yolo_v4/sync_batch_normalization_54/batchnorm/ReadVariableOp_2" -> "1485 yolo_v4/sync_batch_normalization_54/batchnorm/sub"; -"1485 yolo_v4/sync_batch_normalization_54/batchnorm/sub" -> "1486 yolo_v4/sync_batch_normalization_54/batchnorm/add_1"; -"1486 yolo_v4/sync_batch_normalization_54/batchnorm/add_1" -> "1487 yolo_v4/activation_54/Softplus"; -"1486 yolo_v4/sync_batch_normalization_54/batchnorm/add_1" -> "1489 yolo_v4/activation_54/mul"; -"1487 yolo_v4/activation_54/Softplus" -> "1488 yolo_v4/activation_54/Tanh"; -"1488 yolo_v4/activation_54/Tanh" -> "1489 yolo_v4/activation_54/mul"; -"1489 yolo_v4/activation_54/mul" -> "1490 yolo_v4/add_17/add"; -"1490 yolo_v4/add_17/add" -> "1498 yolo_v4/conv2d_55/Conv2D"; -"1490 yolo_v4/add_17/add" -> "1545 yolo_v4/add_18/add"; -"1491 yolo_v4/conv2d_55/Sigmoid/ReadVariableOp/resource" -> "1492 yolo_v4/conv2d_55/Sigmoid/ReadVariableOp"; -"1492 yolo_v4/conv2d_55/Sigmoid/ReadVariableOp" -> "1493 yolo_v4/conv2d_55/Sigmoid"; -"1493 yolo_v4/conv2d_55/Sigmoid" -> "1494 yolo_v4/conv2d_55/Round"; -"1494 yolo_v4/conv2d_55/Round" -> "1497 yolo_v4/conv2d_55/mul"; -"1495 yolo_v4/conv2d_55/ReadVariableOp/resource" -> "1496 yolo_v4/conv2d_55/ReadVariableOp"; -"1496 yolo_v4/conv2d_55/ReadVariableOp" -> "1497 yolo_v4/conv2d_55/mul"; -"1497 yolo_v4/conv2d_55/mul" -> "1498 yolo_v4/conv2d_55/Conv2D"; -"1498 yolo_v4/conv2d_55/Conv2D" -> "1507 yolo_v4/sync_batch_normalization_55/batchnorm/mul_1"; -"1499 yolo_v4/sync_batch_normalization_55/batchnorm/ReadVariableOp/resource" -> "1500 yolo_v4/sync_batch_normalization_55/batchnorm/ReadVariableOp"; -"1500 yolo_v4/sync_batch_normalization_55/batchnorm/ReadVariableOp" -> "1502 yolo_v4/sync_batch_normalization_55/batchnorm/add"; -"1501 yolo_v4/sync_batch_normalization_55/batchnorm/add/y" -> "1502 yolo_v4/sync_batch_normalization_55/batchnorm/add"; -"1502 yolo_v4/sync_batch_normalization_55/batchnorm/add" -> "1503 yolo_v4/sync_batch_normalization_55/batchnorm/Rsqrt"; -"1503 yolo_v4/sync_batch_normalization_55/batchnorm/Rsqrt" -> "1506 yolo_v4/sync_batch_normalization_55/batchnorm/mul"; -"1504 yolo_v4/sync_batch_normalization_55/batchnorm/mul/ReadVariableOp/resource" -> "1505 yolo_v4/sync_batch_normalization_55/batchnorm/mul/ReadVariableOp"; -"1505 yolo_v4/sync_batch_normalization_55/batchnorm/mul/ReadVariableOp" -> "1506 yolo_v4/sync_batch_normalization_55/batchnorm/mul"; -"1506 yolo_v4/sync_batch_normalization_55/batchnorm/mul" -> "1507 yolo_v4/sync_batch_normalization_55/batchnorm/mul_1"; -"1506 yolo_v4/sync_batch_normalization_55/batchnorm/mul" -> "1510 yolo_v4/sync_batch_normalization_55/batchnorm/mul_2"; -"1507 yolo_v4/sync_batch_normalization_55/batchnorm/mul_1" -> "1514 yolo_v4/sync_batch_normalization_55/batchnorm/add_1"; -"1508 yolo_v4/sync_batch_normalization_55/batchnorm/ReadVariableOp_1/resource" -> "1509 yolo_v4/sync_batch_normalization_55/batchnorm/ReadVariableOp_1"; -"1509 yolo_v4/sync_batch_normalization_55/batchnorm/ReadVariableOp_1" -> "1510 yolo_v4/sync_batch_normalization_55/batchnorm/mul_2"; -"1510 yolo_v4/sync_batch_normalization_55/batchnorm/mul_2" -> "1513 yolo_v4/sync_batch_normalization_55/batchnorm/sub"; -"1511 yolo_v4/sync_batch_normalization_55/batchnorm/ReadVariableOp_2/resource" -> "1512 yolo_v4/sync_batch_normalization_55/batchnorm/ReadVariableOp_2"; -"1512 yolo_v4/sync_batch_normalization_55/batchnorm/ReadVariableOp_2" -> "1513 yolo_v4/sync_batch_normalization_55/batchnorm/sub"; -"1513 yolo_v4/sync_batch_normalization_55/batchnorm/sub" -> "1514 yolo_v4/sync_batch_normalization_55/batchnorm/add_1"; -"1514 yolo_v4/sync_batch_normalization_55/batchnorm/add_1" -> "1515 yolo_v4/activation_55/Softplus"; -"1514 yolo_v4/sync_batch_normalization_55/batchnorm/add_1" -> "1517 yolo_v4/activation_55/mul"; -"1515 yolo_v4/activation_55/Softplus" -> "1516 yolo_v4/activation_55/Tanh"; -"1516 yolo_v4/activation_55/Tanh" -> "1517 yolo_v4/activation_55/mul"; -"1517 yolo_v4/activation_55/mul" -> "1525 yolo_v4/conv2d_56/Conv2D"; -"1518 yolo_v4/conv2d_56/Sigmoid/ReadVariableOp/resource" -> "1519 yolo_v4/conv2d_56/Sigmoid/ReadVariableOp"; -"1519 yolo_v4/conv2d_56/Sigmoid/ReadVariableOp" -> "1520 yolo_v4/conv2d_56/Sigmoid"; -"1520 yolo_v4/conv2d_56/Sigmoid" -> "1521 yolo_v4/conv2d_56/Round"; -"1521 yolo_v4/conv2d_56/Round" -> "1524 yolo_v4/conv2d_56/mul"; -"1522 yolo_v4/conv2d_56/ReadVariableOp/resource" -> "1523 yolo_v4/conv2d_56/ReadVariableOp"; -"1523 yolo_v4/conv2d_56/ReadVariableOp" -> "1524 yolo_v4/conv2d_56/mul"; -"1524 yolo_v4/conv2d_56/mul" -> "1525 yolo_v4/conv2d_56/Conv2D"; -"1525 yolo_v4/conv2d_56/Conv2D" -> "1534 yolo_v4/sync_batch_normalization_56/batchnorm/mul_1"; -"1526 yolo_v4/sync_batch_normalization_56/batchnorm/ReadVariableOp/resource" -> "1527 yolo_v4/sync_batch_normalization_56/batchnorm/ReadVariableOp"; -"1527 yolo_v4/sync_batch_normalization_56/batchnorm/ReadVariableOp" -> "1529 yolo_v4/sync_batch_normalization_56/batchnorm/add"; -"1528 yolo_v4/sync_batch_normalization_56/batchnorm/add/y" -> "1529 yolo_v4/sync_batch_normalization_56/batchnorm/add"; -"1529 yolo_v4/sync_batch_normalization_56/batchnorm/add" -> "1530 yolo_v4/sync_batch_normalization_56/batchnorm/Rsqrt"; -"1530 yolo_v4/sync_batch_normalization_56/batchnorm/Rsqrt" -> "1533 yolo_v4/sync_batch_normalization_56/batchnorm/mul"; -"1531 yolo_v4/sync_batch_normalization_56/batchnorm/mul/ReadVariableOp/resource" -> "1532 yolo_v4/sync_batch_normalization_56/batchnorm/mul/ReadVariableOp"; -"1532 yolo_v4/sync_batch_normalization_56/batchnorm/mul/ReadVariableOp" -> "1533 yolo_v4/sync_batch_normalization_56/batchnorm/mul"; -"1533 yolo_v4/sync_batch_normalization_56/batchnorm/mul" -> "1534 yolo_v4/sync_batch_normalization_56/batchnorm/mul_1"; -"1533 yolo_v4/sync_batch_normalization_56/batchnorm/mul" -> "1537 yolo_v4/sync_batch_normalization_56/batchnorm/mul_2"; -"1534 yolo_v4/sync_batch_normalization_56/batchnorm/mul_1" -> "1541 yolo_v4/sync_batch_normalization_56/batchnorm/add_1"; -"1535 yolo_v4/sync_batch_normalization_56/batchnorm/ReadVariableOp_1/resource" -> "1536 yolo_v4/sync_batch_normalization_56/batchnorm/ReadVariableOp_1"; -"1536 yolo_v4/sync_batch_normalization_56/batchnorm/ReadVariableOp_1" -> "1537 yolo_v4/sync_batch_normalization_56/batchnorm/mul_2"; -"1537 yolo_v4/sync_batch_normalization_56/batchnorm/mul_2" -> "1540 yolo_v4/sync_batch_normalization_56/batchnorm/sub"; -"1538 yolo_v4/sync_batch_normalization_56/batchnorm/ReadVariableOp_2/resource" -> "1539 yolo_v4/sync_batch_normalization_56/batchnorm/ReadVariableOp_2"; -"1539 yolo_v4/sync_batch_normalization_56/batchnorm/ReadVariableOp_2" -> "1540 yolo_v4/sync_batch_normalization_56/batchnorm/sub"; -"1540 yolo_v4/sync_batch_normalization_56/batchnorm/sub" -> "1541 yolo_v4/sync_batch_normalization_56/batchnorm/add_1"; -"1541 yolo_v4/sync_batch_normalization_56/batchnorm/add_1" -> "1542 yolo_v4/activation_56/Softplus"; -"1541 yolo_v4/sync_batch_normalization_56/batchnorm/add_1" -> "1544 yolo_v4/activation_56/mul"; -"1542 yolo_v4/activation_56/Softplus" -> "1543 yolo_v4/activation_56/Tanh"; -"1543 yolo_v4/activation_56/Tanh" -> "1544 yolo_v4/activation_56/mul"; -"1544 yolo_v4/activation_56/mul" -> "1545 yolo_v4/add_18/add"; -"1545 yolo_v4/add_18/add" -> "1561 yolo_v4/conv2d_57/Conv2D"; -"1546 yolo_v4/conv2d_39/Sigmoid/ReadVariableOp/resource" -> "1547 yolo_v4/conv2d_39/Sigmoid/ReadVariableOp"; -"1547 yolo_v4/conv2d_39/Sigmoid/ReadVariableOp" -> "1548 yolo_v4/conv2d_39/Sigmoid"; -"1548 yolo_v4/conv2d_39/Sigmoid" -> "1549 yolo_v4/conv2d_39/Round"; -"1549 yolo_v4/conv2d_39/Round" -> "1552 yolo_v4/conv2d_39/mul"; -"1550 yolo_v4/conv2d_39/ReadVariableOp/resource" -> "1551 yolo_v4/conv2d_39/ReadVariableOp"; -"1551 yolo_v4/conv2d_39/ReadVariableOp" -> "1552 yolo_v4/conv2d_39/mul"; -"1552 yolo_v4/conv2d_39/mul" -> "1553 yolo_v4/conv2d_39/Conv2D"; -"1553 yolo_v4/conv2d_39/Conv2D" -> "1570 yolo_v4/sync_batch_normalization_39/batchnorm/mul_1"; -"1554 yolo_v4/conv2d_57/Sigmoid/ReadVariableOp/resource" -> "1555 yolo_v4/conv2d_57/Sigmoid/ReadVariableOp"; -"1555 yolo_v4/conv2d_57/Sigmoid/ReadVariableOp" -> "1556 yolo_v4/conv2d_57/Sigmoid"; -"1556 yolo_v4/conv2d_57/Sigmoid" -> "1557 yolo_v4/conv2d_57/Round"; -"1557 yolo_v4/conv2d_57/Round" -> "1560 yolo_v4/conv2d_57/mul"; -"1558 yolo_v4/conv2d_57/ReadVariableOp/resource" -> "1559 yolo_v4/conv2d_57/ReadVariableOp"; -"1559 yolo_v4/conv2d_57/ReadVariableOp" -> "1560 yolo_v4/conv2d_57/mul"; -"1560 yolo_v4/conv2d_57/mul" -> "1561 yolo_v4/conv2d_57/Conv2D"; -"1561 yolo_v4/conv2d_57/Conv2D" -> "1586 yolo_v4/sync_batch_normalization_57/batchnorm/mul_1"; -"1562 yolo_v4/sync_batch_normalization_39/batchnorm/ReadVariableOp/resource" -> "1563 yolo_v4/sync_batch_normalization_39/batchnorm/ReadVariableOp"; -"1563 yolo_v4/sync_batch_normalization_39/batchnorm/ReadVariableOp" -> "1565 yolo_v4/sync_batch_normalization_39/batchnorm/add"; -"1564 yolo_v4/sync_batch_normalization_39/batchnorm/add/y" -> "1565 yolo_v4/sync_batch_normalization_39/batchnorm/add"; -"1565 yolo_v4/sync_batch_normalization_39/batchnorm/add" -> "1566 yolo_v4/sync_batch_normalization_39/batchnorm/Rsqrt"; -"1566 yolo_v4/sync_batch_normalization_39/batchnorm/Rsqrt" -> "1569 yolo_v4/sync_batch_normalization_39/batchnorm/mul"; -"1567 yolo_v4/sync_batch_normalization_39/batchnorm/mul/ReadVariableOp/resource" -> "1568 yolo_v4/sync_batch_normalization_39/batchnorm/mul/ReadVariableOp"; -"1568 yolo_v4/sync_batch_normalization_39/batchnorm/mul/ReadVariableOp" -> "1569 yolo_v4/sync_batch_normalization_39/batchnorm/mul"; -"1569 yolo_v4/sync_batch_normalization_39/batchnorm/mul" -> "1570 yolo_v4/sync_batch_normalization_39/batchnorm/mul_1"; -"1569 yolo_v4/sync_batch_normalization_39/batchnorm/mul" -> "1573 yolo_v4/sync_batch_normalization_39/batchnorm/mul_2"; -"1570 yolo_v4/sync_batch_normalization_39/batchnorm/mul_1" -> "1577 yolo_v4/sync_batch_normalization_39/batchnorm/add_1"; -"1571 yolo_v4/sync_batch_normalization_39/batchnorm/ReadVariableOp_1/resource" -> "1572 yolo_v4/sync_batch_normalization_39/batchnorm/ReadVariableOp_1"; -"1572 yolo_v4/sync_batch_normalization_39/batchnorm/ReadVariableOp_1" -> "1573 yolo_v4/sync_batch_normalization_39/batchnorm/mul_2"; -"1573 yolo_v4/sync_batch_normalization_39/batchnorm/mul_2" -> "1576 yolo_v4/sync_batch_normalization_39/batchnorm/sub"; -"1574 yolo_v4/sync_batch_normalization_39/batchnorm/ReadVariableOp_2/resource" -> "1575 yolo_v4/sync_batch_normalization_39/batchnorm/ReadVariableOp_2"; -"1575 yolo_v4/sync_batch_normalization_39/batchnorm/ReadVariableOp_2" -> "1576 yolo_v4/sync_batch_normalization_39/batchnorm/sub"; -"1576 yolo_v4/sync_batch_normalization_39/batchnorm/sub" -> "1577 yolo_v4/sync_batch_normalization_39/batchnorm/add_1"; -"1577 yolo_v4/sync_batch_normalization_39/batchnorm/add_1" -> "1597 yolo_v4/activation_39/Softplus"; -"1577 yolo_v4/sync_batch_normalization_39/batchnorm/add_1" -> "1599 yolo_v4/activation_39/mul"; -"1578 yolo_v4/sync_batch_normalization_57/batchnorm/ReadVariableOp/resource" -> "1579 yolo_v4/sync_batch_normalization_57/batchnorm/ReadVariableOp"; -"1579 yolo_v4/sync_batch_normalization_57/batchnorm/ReadVariableOp" -> "1581 yolo_v4/sync_batch_normalization_57/batchnorm/add"; -"1580 yolo_v4/sync_batch_normalization_57/batchnorm/add/y" -> "1581 yolo_v4/sync_batch_normalization_57/batchnorm/add"; -"1581 yolo_v4/sync_batch_normalization_57/batchnorm/add" -> "1582 yolo_v4/sync_batch_normalization_57/batchnorm/Rsqrt"; -"1582 yolo_v4/sync_batch_normalization_57/batchnorm/Rsqrt" -> "1585 yolo_v4/sync_batch_normalization_57/batchnorm/mul"; -"1583 yolo_v4/sync_batch_normalization_57/batchnorm/mul/ReadVariableOp/resource" -> "1584 yolo_v4/sync_batch_normalization_57/batchnorm/mul/ReadVariableOp"; -"1584 yolo_v4/sync_batch_normalization_57/batchnorm/mul/ReadVariableOp" -> "1585 yolo_v4/sync_batch_normalization_57/batchnorm/mul"; -"1585 yolo_v4/sync_batch_normalization_57/batchnorm/mul" -> "1586 yolo_v4/sync_batch_normalization_57/batchnorm/mul_1"; -"1585 yolo_v4/sync_batch_normalization_57/batchnorm/mul" -> "1589 yolo_v4/sync_batch_normalization_57/batchnorm/mul_2"; -"1586 yolo_v4/sync_batch_normalization_57/batchnorm/mul_1" -> "1593 yolo_v4/sync_batch_normalization_57/batchnorm/add_1"; -"1587 yolo_v4/sync_batch_normalization_57/batchnorm/ReadVariableOp_1/resource" -> "1588 yolo_v4/sync_batch_normalization_57/batchnorm/ReadVariableOp_1"; -"1588 yolo_v4/sync_batch_normalization_57/batchnorm/ReadVariableOp_1" -> "1589 yolo_v4/sync_batch_normalization_57/batchnorm/mul_2"; -"1589 yolo_v4/sync_batch_normalization_57/batchnorm/mul_2" -> "1592 yolo_v4/sync_batch_normalization_57/batchnorm/sub"; -"1590 yolo_v4/sync_batch_normalization_57/batchnorm/ReadVariableOp_2/resource" -> "1591 yolo_v4/sync_batch_normalization_57/batchnorm/ReadVariableOp_2"; -"1591 yolo_v4/sync_batch_normalization_57/batchnorm/ReadVariableOp_2" -> "1592 yolo_v4/sync_batch_normalization_57/batchnorm/sub"; -"1592 yolo_v4/sync_batch_normalization_57/batchnorm/sub" -> "1593 yolo_v4/sync_batch_normalization_57/batchnorm/add_1"; -"1593 yolo_v4/sync_batch_normalization_57/batchnorm/add_1" -> "1594 yolo_v4/activation_57/Softplus"; -"1593 yolo_v4/sync_batch_normalization_57/batchnorm/add_1" -> "1596 yolo_v4/activation_57/mul"; -"1594 yolo_v4/activation_57/Softplus" -> "1595 yolo_v4/activation_57/Tanh"; -"1595 yolo_v4/activation_57/Tanh" -> "1596 yolo_v4/activation_57/mul"; -"1596 yolo_v4/activation_57/mul" -> "1601 yolo_v4/concatenate_3/concat"; -"1597 yolo_v4/activation_39/Softplus" -> "1598 yolo_v4/activation_39/Tanh"; -"1598 yolo_v4/activation_39/Tanh" -> "1599 yolo_v4/activation_39/mul"; -"1599 yolo_v4/activation_39/mul" -> "1601 yolo_v4/concatenate_3/concat"; -"1600 yolo_v4/concatenate_3/concat/axis" -> "1601 yolo_v4/concatenate_3/concat"; -"1601 yolo_v4/concatenate_3/concat" -> "1609 yolo_v4/conv2d_58/Conv2D"; -"1602 yolo_v4/conv2d_58/Sigmoid/ReadVariableOp/resource" -> "1603 yolo_v4/conv2d_58/Sigmoid/ReadVariableOp"; -"1603 yolo_v4/conv2d_58/Sigmoid/ReadVariableOp" -> "1604 yolo_v4/conv2d_58/Sigmoid"; -"1604 yolo_v4/conv2d_58/Sigmoid" -> "1605 yolo_v4/conv2d_58/Round"; -"1605 yolo_v4/conv2d_58/Round" -> "1608 yolo_v4/conv2d_58/mul"; -"1606 yolo_v4/conv2d_58/ReadVariableOp/resource" -> "1607 yolo_v4/conv2d_58/ReadVariableOp"; -"1607 yolo_v4/conv2d_58/ReadVariableOp" -> "1608 yolo_v4/conv2d_58/mul"; -"1608 yolo_v4/conv2d_58/mul" -> "1609 yolo_v4/conv2d_58/Conv2D"; -"1609 yolo_v4/conv2d_58/Conv2D" -> "1618 yolo_v4/sync_batch_normalization_58/batchnorm/mul_1"; -"1610 yolo_v4/sync_batch_normalization_58/batchnorm/ReadVariableOp/resource" -> "1611 yolo_v4/sync_batch_normalization_58/batchnorm/ReadVariableOp"; -"1611 yolo_v4/sync_batch_normalization_58/batchnorm/ReadVariableOp" -> "1613 yolo_v4/sync_batch_normalization_58/batchnorm/add"; -"1612 yolo_v4/sync_batch_normalization_58/batchnorm/add/y" -> "1613 yolo_v4/sync_batch_normalization_58/batchnorm/add"; -"1613 yolo_v4/sync_batch_normalization_58/batchnorm/add" -> "1614 yolo_v4/sync_batch_normalization_58/batchnorm/Rsqrt"; -"1614 yolo_v4/sync_batch_normalization_58/batchnorm/Rsqrt" -> "1617 yolo_v4/sync_batch_normalization_58/batchnorm/mul"; -"1615 yolo_v4/sync_batch_normalization_58/batchnorm/mul/ReadVariableOp/resource" -> "1616 yolo_v4/sync_batch_normalization_58/batchnorm/mul/ReadVariableOp"; -"1616 yolo_v4/sync_batch_normalization_58/batchnorm/mul/ReadVariableOp" -> "1617 yolo_v4/sync_batch_normalization_58/batchnorm/mul"; -"1617 yolo_v4/sync_batch_normalization_58/batchnorm/mul" -> "1618 yolo_v4/sync_batch_normalization_58/batchnorm/mul_1"; -"1617 yolo_v4/sync_batch_normalization_58/batchnorm/mul" -> "1621 yolo_v4/sync_batch_normalization_58/batchnorm/mul_2"; -"1618 yolo_v4/sync_batch_normalization_58/batchnorm/mul_1" -> "1625 yolo_v4/sync_batch_normalization_58/batchnorm/add_1"; -"1619 yolo_v4/sync_batch_normalization_58/batchnorm/ReadVariableOp_1/resource" -> "1620 yolo_v4/sync_batch_normalization_58/batchnorm/ReadVariableOp_1"; -"1620 yolo_v4/sync_batch_normalization_58/batchnorm/ReadVariableOp_1" -> "1621 yolo_v4/sync_batch_normalization_58/batchnorm/mul_2"; -"1621 yolo_v4/sync_batch_normalization_58/batchnorm/mul_2" -> "1624 yolo_v4/sync_batch_normalization_58/batchnorm/sub"; -"1622 yolo_v4/sync_batch_normalization_58/batchnorm/ReadVariableOp_2/resource" -> "1623 yolo_v4/sync_batch_normalization_58/batchnorm/ReadVariableOp_2"; -"1623 yolo_v4/sync_batch_normalization_58/batchnorm/ReadVariableOp_2" -> "1624 yolo_v4/sync_batch_normalization_58/batchnorm/sub"; -"1624 yolo_v4/sync_batch_normalization_58/batchnorm/sub" -> "1625 yolo_v4/sync_batch_normalization_58/batchnorm/add_1"; -"1625 yolo_v4/sync_batch_normalization_58/batchnorm/add_1" -> "1626 yolo_v4/activation_58/Softplus"; -"1625 yolo_v4/sync_batch_normalization_58/batchnorm/add_1" -> "1628 yolo_v4/activation_58/mul"; -"1626 yolo_v4/activation_58/Softplus" -> "1627 yolo_v4/activation_58/Tanh"; -"1627 yolo_v4/activation_58/Tanh" -> "1628 yolo_v4/activation_58/mul"; -"1628 yolo_v4/activation_58/mul" -> "1630 yolo_v4/zero_padding2d_4/Pad"; -"1628 yolo_v4/activation_58/mul" -> "2174 yolo_v4/conv2d_79/Conv2D"; -"1629 yolo_v4/zero_padding2d_4/Pad/paddings" -> "1630 yolo_v4/zero_padding2d_4/Pad"; -"1630 yolo_v4/zero_padding2d_4/Pad" -> "1638 yolo_v4/conv2d_59/Conv2D"; -"1631 yolo_v4/conv2d_59/Sigmoid/ReadVariableOp/resource" -> "1632 yolo_v4/conv2d_59/Sigmoid/ReadVariableOp"; -"1632 yolo_v4/conv2d_59/Sigmoid/ReadVariableOp" -> "1633 yolo_v4/conv2d_59/Sigmoid"; -"1633 yolo_v4/conv2d_59/Sigmoid" -> "1634 yolo_v4/conv2d_59/Round"; -"1634 yolo_v4/conv2d_59/Round" -> "1637 yolo_v4/conv2d_59/mul"; -"1635 yolo_v4/conv2d_59/ReadVariableOp/resource" -> "1636 yolo_v4/conv2d_59/ReadVariableOp"; -"1636 yolo_v4/conv2d_59/ReadVariableOp" -> "1637 yolo_v4/conv2d_59/mul"; -"1637 yolo_v4/conv2d_59/mul" -> "1638 yolo_v4/conv2d_59/Conv2D"; -"1638 yolo_v4/conv2d_59/Conv2D" -> "1647 yolo_v4/sync_batch_normalization_59/batchnorm/mul_1"; -"1639 yolo_v4/sync_batch_normalization_59/batchnorm/ReadVariableOp/resource" -> "1640 yolo_v4/sync_batch_normalization_59/batchnorm/ReadVariableOp"; -"1640 yolo_v4/sync_batch_normalization_59/batchnorm/ReadVariableOp" -> "1642 yolo_v4/sync_batch_normalization_59/batchnorm/add"; -"1641 yolo_v4/sync_batch_normalization_59/batchnorm/add/y" -> "1642 yolo_v4/sync_batch_normalization_59/batchnorm/add"; -"1642 yolo_v4/sync_batch_normalization_59/batchnorm/add" -> "1643 yolo_v4/sync_batch_normalization_59/batchnorm/Rsqrt"; -"1643 yolo_v4/sync_batch_normalization_59/batchnorm/Rsqrt" -> "1646 yolo_v4/sync_batch_normalization_59/batchnorm/mul"; -"1644 yolo_v4/sync_batch_normalization_59/batchnorm/mul/ReadVariableOp/resource" -> "1645 yolo_v4/sync_batch_normalization_59/batchnorm/mul/ReadVariableOp"; -"1645 yolo_v4/sync_batch_normalization_59/batchnorm/mul/ReadVariableOp" -> "1646 yolo_v4/sync_batch_normalization_59/batchnorm/mul"; -"1646 yolo_v4/sync_batch_normalization_59/batchnorm/mul" -> "1647 yolo_v4/sync_batch_normalization_59/batchnorm/mul_1"; -"1646 yolo_v4/sync_batch_normalization_59/batchnorm/mul" -> "1650 yolo_v4/sync_batch_normalization_59/batchnorm/mul_2"; -"1647 yolo_v4/sync_batch_normalization_59/batchnorm/mul_1" -> "1654 yolo_v4/sync_batch_normalization_59/batchnorm/add_1"; -"1648 yolo_v4/sync_batch_normalization_59/batchnorm/ReadVariableOp_1/resource" -> "1649 yolo_v4/sync_batch_normalization_59/batchnorm/ReadVariableOp_1"; -"1649 yolo_v4/sync_batch_normalization_59/batchnorm/ReadVariableOp_1" -> "1650 yolo_v4/sync_batch_normalization_59/batchnorm/mul_2"; -"1650 yolo_v4/sync_batch_normalization_59/batchnorm/mul_2" -> "1653 yolo_v4/sync_batch_normalization_59/batchnorm/sub"; -"1651 yolo_v4/sync_batch_normalization_59/batchnorm/ReadVariableOp_2/resource" -> "1652 yolo_v4/sync_batch_normalization_59/batchnorm/ReadVariableOp_2"; -"1652 yolo_v4/sync_batch_normalization_59/batchnorm/ReadVariableOp_2" -> "1653 yolo_v4/sync_batch_normalization_59/batchnorm/sub"; -"1653 yolo_v4/sync_batch_normalization_59/batchnorm/sub" -> "1654 yolo_v4/sync_batch_normalization_59/batchnorm/add_1"; -"1654 yolo_v4/sync_batch_normalization_59/batchnorm/add_1" -> "1655 yolo_v4/activation_59/Softplus"; -"1654 yolo_v4/sync_batch_normalization_59/batchnorm/add_1" -> "1657 yolo_v4/activation_59/mul"; -"1655 yolo_v4/activation_59/Softplus" -> "1656 yolo_v4/activation_59/Tanh"; -"1656 yolo_v4/activation_59/Tanh" -> "1657 yolo_v4/activation_59/mul"; -"1657 yolo_v4/activation_59/mul" -> "1665 yolo_v4/conv2d_61/Conv2D"; -"1657 yolo_v4/activation_59/mul" -> "1912 yolo_v4/conv2d_60/Conv2D"; -"1658 yolo_v4/conv2d_61/Sigmoid/ReadVariableOp/resource" -> "1659 yolo_v4/conv2d_61/Sigmoid/ReadVariableOp"; -"1659 yolo_v4/conv2d_61/Sigmoid/ReadVariableOp" -> "1660 yolo_v4/conv2d_61/Sigmoid"; -"1660 yolo_v4/conv2d_61/Sigmoid" -> "1661 yolo_v4/conv2d_61/Round"; -"1661 yolo_v4/conv2d_61/Round" -> "1664 yolo_v4/conv2d_61/mul"; -"1662 yolo_v4/conv2d_61/ReadVariableOp/resource" -> "1663 yolo_v4/conv2d_61/ReadVariableOp"; -"1663 yolo_v4/conv2d_61/ReadVariableOp" -> "1664 yolo_v4/conv2d_61/mul"; -"1664 yolo_v4/conv2d_61/mul" -> "1665 yolo_v4/conv2d_61/Conv2D"; -"1665 yolo_v4/conv2d_61/Conv2D" -> "1674 yolo_v4/sync_batch_normalization_61/batchnorm/mul_1"; -"1666 yolo_v4/sync_batch_normalization_61/batchnorm/ReadVariableOp/resource" -> "1667 yolo_v4/sync_batch_normalization_61/batchnorm/ReadVariableOp"; -"1667 yolo_v4/sync_batch_normalization_61/batchnorm/ReadVariableOp" -> "1669 yolo_v4/sync_batch_normalization_61/batchnorm/add"; -"1668 yolo_v4/sync_batch_normalization_61/batchnorm/add/y" -> "1669 yolo_v4/sync_batch_normalization_61/batchnorm/add"; -"1669 yolo_v4/sync_batch_normalization_61/batchnorm/add" -> "1670 yolo_v4/sync_batch_normalization_61/batchnorm/Rsqrt"; -"1670 yolo_v4/sync_batch_normalization_61/batchnorm/Rsqrt" -> "1673 yolo_v4/sync_batch_normalization_61/batchnorm/mul"; -"1671 yolo_v4/sync_batch_normalization_61/batchnorm/mul/ReadVariableOp/resource" -> "1672 yolo_v4/sync_batch_normalization_61/batchnorm/mul/ReadVariableOp"; -"1672 yolo_v4/sync_batch_normalization_61/batchnorm/mul/ReadVariableOp" -> "1673 yolo_v4/sync_batch_normalization_61/batchnorm/mul"; -"1673 yolo_v4/sync_batch_normalization_61/batchnorm/mul" -> "1674 yolo_v4/sync_batch_normalization_61/batchnorm/mul_1"; -"1673 yolo_v4/sync_batch_normalization_61/batchnorm/mul" -> "1677 yolo_v4/sync_batch_normalization_61/batchnorm/mul_2"; -"1674 yolo_v4/sync_batch_normalization_61/batchnorm/mul_1" -> "1681 yolo_v4/sync_batch_normalization_61/batchnorm/add_1"; -"1675 yolo_v4/sync_batch_normalization_61/batchnorm/ReadVariableOp_1/resource" -> "1676 yolo_v4/sync_batch_normalization_61/batchnorm/ReadVariableOp_1"; -"1676 yolo_v4/sync_batch_normalization_61/batchnorm/ReadVariableOp_1" -> "1677 yolo_v4/sync_batch_normalization_61/batchnorm/mul_2"; -"1677 yolo_v4/sync_batch_normalization_61/batchnorm/mul_2" -> "1680 yolo_v4/sync_batch_normalization_61/batchnorm/sub"; -"1678 yolo_v4/sync_batch_normalization_61/batchnorm/ReadVariableOp_2/resource" -> "1679 yolo_v4/sync_batch_normalization_61/batchnorm/ReadVariableOp_2"; -"1679 yolo_v4/sync_batch_normalization_61/batchnorm/ReadVariableOp_2" -> "1680 yolo_v4/sync_batch_normalization_61/batchnorm/sub"; -"1680 yolo_v4/sync_batch_normalization_61/batchnorm/sub" -> "1681 yolo_v4/sync_batch_normalization_61/batchnorm/add_1"; -"1681 yolo_v4/sync_batch_normalization_61/batchnorm/add_1" -> "1682 yolo_v4/activation_61/Softplus"; -"1681 yolo_v4/sync_batch_normalization_61/batchnorm/add_1" -> "1684 yolo_v4/activation_61/mul"; -"1682 yolo_v4/activation_61/Softplus" -> "1683 yolo_v4/activation_61/Tanh"; -"1683 yolo_v4/activation_61/Tanh" -> "1684 yolo_v4/activation_61/mul"; -"1684 yolo_v4/activation_61/mul" -> "1692 yolo_v4/conv2d_62/Conv2D"; -"1684 yolo_v4/activation_61/mul" -> "1739 yolo_v4/add_19/add"; -"1685 yolo_v4/conv2d_62/Sigmoid/ReadVariableOp/resource" -> "1686 yolo_v4/conv2d_62/Sigmoid/ReadVariableOp"; -"1686 yolo_v4/conv2d_62/Sigmoid/ReadVariableOp" -> "1687 yolo_v4/conv2d_62/Sigmoid"; -"1687 yolo_v4/conv2d_62/Sigmoid" -> "1688 yolo_v4/conv2d_62/Round"; -"1688 yolo_v4/conv2d_62/Round" -> "1691 yolo_v4/conv2d_62/mul"; -"1689 yolo_v4/conv2d_62/ReadVariableOp/resource" -> "1690 yolo_v4/conv2d_62/ReadVariableOp"; -"1690 yolo_v4/conv2d_62/ReadVariableOp" -> "1691 yolo_v4/conv2d_62/mul"; -"1691 yolo_v4/conv2d_62/mul" -> "1692 yolo_v4/conv2d_62/Conv2D"; -"1692 yolo_v4/conv2d_62/Conv2D" -> "1701 yolo_v4/sync_batch_normalization_62/batchnorm/mul_1"; -"1693 yolo_v4/sync_batch_normalization_62/batchnorm/ReadVariableOp/resource" -> "1694 yolo_v4/sync_batch_normalization_62/batchnorm/ReadVariableOp"; -"1694 yolo_v4/sync_batch_normalization_62/batchnorm/ReadVariableOp" -> "1696 yolo_v4/sync_batch_normalization_62/batchnorm/add"; -"1695 yolo_v4/sync_batch_normalization_62/batchnorm/add/y" -> "1696 yolo_v4/sync_batch_normalization_62/batchnorm/add"; -"1696 yolo_v4/sync_batch_normalization_62/batchnorm/add" -> "1697 yolo_v4/sync_batch_normalization_62/batchnorm/Rsqrt"; -"1697 yolo_v4/sync_batch_normalization_62/batchnorm/Rsqrt" -> "1700 yolo_v4/sync_batch_normalization_62/batchnorm/mul"; -"1698 yolo_v4/sync_batch_normalization_62/batchnorm/mul/ReadVariableOp/resource" -> "1699 yolo_v4/sync_batch_normalization_62/batchnorm/mul/ReadVariableOp"; -"1699 yolo_v4/sync_batch_normalization_62/batchnorm/mul/ReadVariableOp" -> "1700 yolo_v4/sync_batch_normalization_62/batchnorm/mul"; -"1700 yolo_v4/sync_batch_normalization_62/batchnorm/mul" -> "1701 yolo_v4/sync_batch_normalization_62/batchnorm/mul_1"; -"1700 yolo_v4/sync_batch_normalization_62/batchnorm/mul" -> "1704 yolo_v4/sync_batch_normalization_62/batchnorm/mul_2"; -"1701 yolo_v4/sync_batch_normalization_62/batchnorm/mul_1" -> "1708 yolo_v4/sync_batch_normalization_62/batchnorm/add_1"; -"1702 yolo_v4/sync_batch_normalization_62/batchnorm/ReadVariableOp_1/resource" -> "1703 yolo_v4/sync_batch_normalization_62/batchnorm/ReadVariableOp_1"; -"1703 yolo_v4/sync_batch_normalization_62/batchnorm/ReadVariableOp_1" -> "1704 yolo_v4/sync_batch_normalization_62/batchnorm/mul_2"; -"1704 yolo_v4/sync_batch_normalization_62/batchnorm/mul_2" -> "1707 yolo_v4/sync_batch_normalization_62/batchnorm/sub"; -"1705 yolo_v4/sync_batch_normalization_62/batchnorm/ReadVariableOp_2/resource" -> "1706 yolo_v4/sync_batch_normalization_62/batchnorm/ReadVariableOp_2"; -"1706 yolo_v4/sync_batch_normalization_62/batchnorm/ReadVariableOp_2" -> "1707 yolo_v4/sync_batch_normalization_62/batchnorm/sub"; -"1707 yolo_v4/sync_batch_normalization_62/batchnorm/sub" -> "1708 yolo_v4/sync_batch_normalization_62/batchnorm/add_1"; -"1708 yolo_v4/sync_batch_normalization_62/batchnorm/add_1" -> "1709 yolo_v4/activation_62/Softplus"; -"1708 yolo_v4/sync_batch_normalization_62/batchnorm/add_1" -> "1711 yolo_v4/activation_62/mul"; -"1709 yolo_v4/activation_62/Softplus" -> "1710 yolo_v4/activation_62/Tanh"; -"1710 yolo_v4/activation_62/Tanh" -> "1711 yolo_v4/activation_62/mul"; -"1711 yolo_v4/activation_62/mul" -> "1719 yolo_v4/conv2d_63/Conv2D"; -"1712 yolo_v4/conv2d_63/Sigmoid/ReadVariableOp/resource" -> "1713 yolo_v4/conv2d_63/Sigmoid/ReadVariableOp"; -"1713 yolo_v4/conv2d_63/Sigmoid/ReadVariableOp" -> "1714 yolo_v4/conv2d_63/Sigmoid"; -"1714 yolo_v4/conv2d_63/Sigmoid" -> "1715 yolo_v4/conv2d_63/Round"; -"1715 yolo_v4/conv2d_63/Round" -> "1718 yolo_v4/conv2d_63/mul"; -"1716 yolo_v4/conv2d_63/ReadVariableOp/resource" -> "1717 yolo_v4/conv2d_63/ReadVariableOp"; -"1717 yolo_v4/conv2d_63/ReadVariableOp" -> "1718 yolo_v4/conv2d_63/mul"; -"1718 yolo_v4/conv2d_63/mul" -> "1719 yolo_v4/conv2d_63/Conv2D"; -"1719 yolo_v4/conv2d_63/Conv2D" -> "1728 yolo_v4/sync_batch_normalization_63/batchnorm/mul_1"; -"1720 yolo_v4/sync_batch_normalization_63/batchnorm/ReadVariableOp/resource" -> "1721 yolo_v4/sync_batch_normalization_63/batchnorm/ReadVariableOp"; -"1721 yolo_v4/sync_batch_normalization_63/batchnorm/ReadVariableOp" -> "1723 yolo_v4/sync_batch_normalization_63/batchnorm/add"; -"1722 yolo_v4/sync_batch_normalization_63/batchnorm/add/y" -> "1723 yolo_v4/sync_batch_normalization_63/batchnorm/add"; -"1723 yolo_v4/sync_batch_normalization_63/batchnorm/add" -> "1724 yolo_v4/sync_batch_normalization_63/batchnorm/Rsqrt"; -"1724 yolo_v4/sync_batch_normalization_63/batchnorm/Rsqrt" -> "1727 yolo_v4/sync_batch_normalization_63/batchnorm/mul"; -"1725 yolo_v4/sync_batch_normalization_63/batchnorm/mul/ReadVariableOp/resource" -> "1726 yolo_v4/sync_batch_normalization_63/batchnorm/mul/ReadVariableOp"; -"1726 yolo_v4/sync_batch_normalization_63/batchnorm/mul/ReadVariableOp" -> "1727 yolo_v4/sync_batch_normalization_63/batchnorm/mul"; -"1727 yolo_v4/sync_batch_normalization_63/batchnorm/mul" -> "1728 yolo_v4/sync_batch_normalization_63/batchnorm/mul_1"; -"1727 yolo_v4/sync_batch_normalization_63/batchnorm/mul" -> "1731 yolo_v4/sync_batch_normalization_63/batchnorm/mul_2"; -"1728 yolo_v4/sync_batch_normalization_63/batchnorm/mul_1" -> "1735 yolo_v4/sync_batch_normalization_63/batchnorm/add_1"; -"1729 yolo_v4/sync_batch_normalization_63/batchnorm/ReadVariableOp_1/resource" -> "1730 yolo_v4/sync_batch_normalization_63/batchnorm/ReadVariableOp_1"; -"1730 yolo_v4/sync_batch_normalization_63/batchnorm/ReadVariableOp_1" -> "1731 yolo_v4/sync_batch_normalization_63/batchnorm/mul_2"; -"1731 yolo_v4/sync_batch_normalization_63/batchnorm/mul_2" -> "1734 yolo_v4/sync_batch_normalization_63/batchnorm/sub"; -"1732 yolo_v4/sync_batch_normalization_63/batchnorm/ReadVariableOp_2/resource" -> "1733 yolo_v4/sync_batch_normalization_63/batchnorm/ReadVariableOp_2"; -"1733 yolo_v4/sync_batch_normalization_63/batchnorm/ReadVariableOp_2" -> "1734 yolo_v4/sync_batch_normalization_63/batchnorm/sub"; -"1734 yolo_v4/sync_batch_normalization_63/batchnorm/sub" -> "1735 yolo_v4/sync_batch_normalization_63/batchnorm/add_1"; -"1735 yolo_v4/sync_batch_normalization_63/batchnorm/add_1" -> "1736 yolo_v4/activation_63/Softplus"; -"1735 yolo_v4/sync_batch_normalization_63/batchnorm/add_1" -> "1738 yolo_v4/activation_63/mul"; -"1736 yolo_v4/activation_63/Softplus" -> "1737 yolo_v4/activation_63/Tanh"; -"1737 yolo_v4/activation_63/Tanh" -> "1738 yolo_v4/activation_63/mul"; -"1738 yolo_v4/activation_63/mul" -> "1739 yolo_v4/add_19/add"; -"1739 yolo_v4/add_19/add" -> "1747 yolo_v4/conv2d_64/Conv2D"; -"1739 yolo_v4/add_19/add" -> "1794 yolo_v4/add_20/add"; -"1740 yolo_v4/conv2d_64/Sigmoid/ReadVariableOp/resource" -> "1741 yolo_v4/conv2d_64/Sigmoid/ReadVariableOp"; -"1741 yolo_v4/conv2d_64/Sigmoid/ReadVariableOp" -> "1742 yolo_v4/conv2d_64/Sigmoid"; -"1742 yolo_v4/conv2d_64/Sigmoid" -> "1743 yolo_v4/conv2d_64/Round"; -"1743 yolo_v4/conv2d_64/Round" -> "1746 yolo_v4/conv2d_64/mul"; -"1744 yolo_v4/conv2d_64/ReadVariableOp/resource" -> "1745 yolo_v4/conv2d_64/ReadVariableOp"; -"1745 yolo_v4/conv2d_64/ReadVariableOp" -> "1746 yolo_v4/conv2d_64/mul"; -"1746 yolo_v4/conv2d_64/mul" -> "1747 yolo_v4/conv2d_64/Conv2D"; -"1747 yolo_v4/conv2d_64/Conv2D" -> "1756 yolo_v4/sync_batch_normalization_64/batchnorm/mul_1"; -"1748 yolo_v4/sync_batch_normalization_64/batchnorm/ReadVariableOp/resource" -> "1749 yolo_v4/sync_batch_normalization_64/batchnorm/ReadVariableOp"; -"1749 yolo_v4/sync_batch_normalization_64/batchnorm/ReadVariableOp" -> "1751 yolo_v4/sync_batch_normalization_64/batchnorm/add"; -"1750 yolo_v4/sync_batch_normalization_64/batchnorm/add/y" -> "1751 yolo_v4/sync_batch_normalization_64/batchnorm/add"; -"1751 yolo_v4/sync_batch_normalization_64/batchnorm/add" -> "1752 yolo_v4/sync_batch_normalization_64/batchnorm/Rsqrt"; -"1752 yolo_v4/sync_batch_normalization_64/batchnorm/Rsqrt" -> "1755 yolo_v4/sync_batch_normalization_64/batchnorm/mul"; -"1753 yolo_v4/sync_batch_normalization_64/batchnorm/mul/ReadVariableOp/resource" -> "1754 yolo_v4/sync_batch_normalization_64/batchnorm/mul/ReadVariableOp"; -"1754 yolo_v4/sync_batch_normalization_64/batchnorm/mul/ReadVariableOp" -> "1755 yolo_v4/sync_batch_normalization_64/batchnorm/mul"; -"1755 yolo_v4/sync_batch_normalization_64/batchnorm/mul" -> "1756 yolo_v4/sync_batch_normalization_64/batchnorm/mul_1"; -"1755 yolo_v4/sync_batch_normalization_64/batchnorm/mul" -> "1759 yolo_v4/sync_batch_normalization_64/batchnorm/mul_2"; -"1756 yolo_v4/sync_batch_normalization_64/batchnorm/mul_1" -> "1763 yolo_v4/sync_batch_normalization_64/batchnorm/add_1"; -"1757 yolo_v4/sync_batch_normalization_64/batchnorm/ReadVariableOp_1/resource" -> "1758 yolo_v4/sync_batch_normalization_64/batchnorm/ReadVariableOp_1"; -"1758 yolo_v4/sync_batch_normalization_64/batchnorm/ReadVariableOp_1" -> "1759 yolo_v4/sync_batch_normalization_64/batchnorm/mul_2"; -"1759 yolo_v4/sync_batch_normalization_64/batchnorm/mul_2" -> "1762 yolo_v4/sync_batch_normalization_64/batchnorm/sub"; -"1760 yolo_v4/sync_batch_normalization_64/batchnorm/ReadVariableOp_2/resource" -> "1761 yolo_v4/sync_batch_normalization_64/batchnorm/ReadVariableOp_2"; -"1761 yolo_v4/sync_batch_normalization_64/batchnorm/ReadVariableOp_2" -> "1762 yolo_v4/sync_batch_normalization_64/batchnorm/sub"; -"1762 yolo_v4/sync_batch_normalization_64/batchnorm/sub" -> "1763 yolo_v4/sync_batch_normalization_64/batchnorm/add_1"; -"1763 yolo_v4/sync_batch_normalization_64/batchnorm/add_1" -> "1764 yolo_v4/activation_64/Softplus"; -"1763 yolo_v4/sync_batch_normalization_64/batchnorm/add_1" -> "1766 yolo_v4/activation_64/mul"; -"1764 yolo_v4/activation_64/Softplus" -> "1765 yolo_v4/activation_64/Tanh"; -"1765 yolo_v4/activation_64/Tanh" -> "1766 yolo_v4/activation_64/mul"; -"1766 yolo_v4/activation_64/mul" -> "1774 yolo_v4/conv2d_65/Conv2D"; -"1767 yolo_v4/conv2d_65/Sigmoid/ReadVariableOp/resource" -> "1768 yolo_v4/conv2d_65/Sigmoid/ReadVariableOp"; -"1768 yolo_v4/conv2d_65/Sigmoid/ReadVariableOp" -> "1769 yolo_v4/conv2d_65/Sigmoid"; -"1769 yolo_v4/conv2d_65/Sigmoid" -> "1770 yolo_v4/conv2d_65/Round"; -"1770 yolo_v4/conv2d_65/Round" -> "1773 yolo_v4/conv2d_65/mul"; -"1771 yolo_v4/conv2d_65/ReadVariableOp/resource" -> "1772 yolo_v4/conv2d_65/ReadVariableOp"; -"1772 yolo_v4/conv2d_65/ReadVariableOp" -> "1773 yolo_v4/conv2d_65/mul"; -"1773 yolo_v4/conv2d_65/mul" -> "1774 yolo_v4/conv2d_65/Conv2D"; -"1774 yolo_v4/conv2d_65/Conv2D" -> "1783 yolo_v4/sync_batch_normalization_65/batchnorm/mul_1"; -"1775 yolo_v4/sync_batch_normalization_65/batchnorm/ReadVariableOp/resource" -> "1776 yolo_v4/sync_batch_normalization_65/batchnorm/ReadVariableOp"; -"1776 yolo_v4/sync_batch_normalization_65/batchnorm/ReadVariableOp" -> "1778 yolo_v4/sync_batch_normalization_65/batchnorm/add"; -"1777 yolo_v4/sync_batch_normalization_65/batchnorm/add/y" -> "1778 yolo_v4/sync_batch_normalization_65/batchnorm/add"; -"1778 yolo_v4/sync_batch_normalization_65/batchnorm/add" -> "1779 yolo_v4/sync_batch_normalization_65/batchnorm/Rsqrt"; -"1779 yolo_v4/sync_batch_normalization_65/batchnorm/Rsqrt" -> "1782 yolo_v4/sync_batch_normalization_65/batchnorm/mul"; -"1780 yolo_v4/sync_batch_normalization_65/batchnorm/mul/ReadVariableOp/resource" -> "1781 yolo_v4/sync_batch_normalization_65/batchnorm/mul/ReadVariableOp"; -"1781 yolo_v4/sync_batch_normalization_65/batchnorm/mul/ReadVariableOp" -> "1782 yolo_v4/sync_batch_normalization_65/batchnorm/mul"; -"1782 yolo_v4/sync_batch_normalization_65/batchnorm/mul" -> "1783 yolo_v4/sync_batch_normalization_65/batchnorm/mul_1"; -"1782 yolo_v4/sync_batch_normalization_65/batchnorm/mul" -> "1786 yolo_v4/sync_batch_normalization_65/batchnorm/mul_2"; -"1783 yolo_v4/sync_batch_normalization_65/batchnorm/mul_1" -> "1790 yolo_v4/sync_batch_normalization_65/batchnorm/add_1"; -"1784 yolo_v4/sync_batch_normalization_65/batchnorm/ReadVariableOp_1/resource" -> "1785 yolo_v4/sync_batch_normalization_65/batchnorm/ReadVariableOp_1"; -"1785 yolo_v4/sync_batch_normalization_65/batchnorm/ReadVariableOp_1" -> "1786 yolo_v4/sync_batch_normalization_65/batchnorm/mul_2"; -"1786 yolo_v4/sync_batch_normalization_65/batchnorm/mul_2" -> "1789 yolo_v4/sync_batch_normalization_65/batchnorm/sub"; -"1787 yolo_v4/sync_batch_normalization_65/batchnorm/ReadVariableOp_2/resource" -> "1788 yolo_v4/sync_batch_normalization_65/batchnorm/ReadVariableOp_2"; -"1788 yolo_v4/sync_batch_normalization_65/batchnorm/ReadVariableOp_2" -> "1789 yolo_v4/sync_batch_normalization_65/batchnorm/sub"; -"1789 yolo_v4/sync_batch_normalization_65/batchnorm/sub" -> "1790 yolo_v4/sync_batch_normalization_65/batchnorm/add_1"; -"1790 yolo_v4/sync_batch_normalization_65/batchnorm/add_1" -> "1791 yolo_v4/activation_65/Softplus"; -"1790 yolo_v4/sync_batch_normalization_65/batchnorm/add_1" -> "1793 yolo_v4/activation_65/mul"; -"1791 yolo_v4/activation_65/Softplus" -> "1792 yolo_v4/activation_65/Tanh"; -"1792 yolo_v4/activation_65/Tanh" -> "1793 yolo_v4/activation_65/mul"; -"1793 yolo_v4/activation_65/mul" -> "1794 yolo_v4/add_20/add"; -"1794 yolo_v4/add_20/add" -> "1802 yolo_v4/conv2d_66/Conv2D"; -"1794 yolo_v4/add_20/add" -> "1849 yolo_v4/add_21/add"; -"1795 yolo_v4/conv2d_66/Sigmoid/ReadVariableOp/resource" -> "1796 yolo_v4/conv2d_66/Sigmoid/ReadVariableOp"; -"1796 yolo_v4/conv2d_66/Sigmoid/ReadVariableOp" -> "1797 yolo_v4/conv2d_66/Sigmoid"; -"1797 yolo_v4/conv2d_66/Sigmoid" -> "1798 yolo_v4/conv2d_66/Round"; -"1798 yolo_v4/conv2d_66/Round" -> "1801 yolo_v4/conv2d_66/mul"; -"1799 yolo_v4/conv2d_66/ReadVariableOp/resource" -> "1800 yolo_v4/conv2d_66/ReadVariableOp"; -"1800 yolo_v4/conv2d_66/ReadVariableOp" -> "1801 yolo_v4/conv2d_66/mul"; -"1801 yolo_v4/conv2d_66/mul" -> "1802 yolo_v4/conv2d_66/Conv2D"; -"1802 yolo_v4/conv2d_66/Conv2D" -> "1811 yolo_v4/sync_batch_normalization_66/batchnorm/mul_1"; -"1803 yolo_v4/sync_batch_normalization_66/batchnorm/ReadVariableOp/resource" -> "1804 yolo_v4/sync_batch_normalization_66/batchnorm/ReadVariableOp"; -"1804 yolo_v4/sync_batch_normalization_66/batchnorm/ReadVariableOp" -> "1806 yolo_v4/sync_batch_normalization_66/batchnorm/add"; -"1805 yolo_v4/sync_batch_normalization_66/batchnorm/add/y" -> "1806 yolo_v4/sync_batch_normalization_66/batchnorm/add"; -"1806 yolo_v4/sync_batch_normalization_66/batchnorm/add" -> "1807 yolo_v4/sync_batch_normalization_66/batchnorm/Rsqrt"; -"1807 yolo_v4/sync_batch_normalization_66/batchnorm/Rsqrt" -> "1810 yolo_v4/sync_batch_normalization_66/batchnorm/mul"; -"1808 yolo_v4/sync_batch_normalization_66/batchnorm/mul/ReadVariableOp/resource" -> "1809 yolo_v4/sync_batch_normalization_66/batchnorm/mul/ReadVariableOp"; -"1809 yolo_v4/sync_batch_normalization_66/batchnorm/mul/ReadVariableOp" -> "1810 yolo_v4/sync_batch_normalization_66/batchnorm/mul"; -"1810 yolo_v4/sync_batch_normalization_66/batchnorm/mul" -> "1811 yolo_v4/sync_batch_normalization_66/batchnorm/mul_1"; -"1810 yolo_v4/sync_batch_normalization_66/batchnorm/mul" -> "1814 yolo_v4/sync_batch_normalization_66/batchnorm/mul_2"; -"1811 yolo_v4/sync_batch_normalization_66/batchnorm/mul_1" -> "1818 yolo_v4/sync_batch_normalization_66/batchnorm/add_1"; -"1812 yolo_v4/sync_batch_normalization_66/batchnorm/ReadVariableOp_1/resource" -> "1813 yolo_v4/sync_batch_normalization_66/batchnorm/ReadVariableOp_1"; -"1813 yolo_v4/sync_batch_normalization_66/batchnorm/ReadVariableOp_1" -> "1814 yolo_v4/sync_batch_normalization_66/batchnorm/mul_2"; -"1814 yolo_v4/sync_batch_normalization_66/batchnorm/mul_2" -> "1817 yolo_v4/sync_batch_normalization_66/batchnorm/sub"; -"1815 yolo_v4/sync_batch_normalization_66/batchnorm/ReadVariableOp_2/resource" -> "1816 yolo_v4/sync_batch_normalization_66/batchnorm/ReadVariableOp_2"; -"1816 yolo_v4/sync_batch_normalization_66/batchnorm/ReadVariableOp_2" -> "1817 yolo_v4/sync_batch_normalization_66/batchnorm/sub"; -"1817 yolo_v4/sync_batch_normalization_66/batchnorm/sub" -> "1818 yolo_v4/sync_batch_normalization_66/batchnorm/add_1"; -"1818 yolo_v4/sync_batch_normalization_66/batchnorm/add_1" -> "1819 yolo_v4/activation_66/Softplus"; -"1818 yolo_v4/sync_batch_normalization_66/batchnorm/add_1" -> "1821 yolo_v4/activation_66/mul"; -"1819 yolo_v4/activation_66/Softplus" -> "1820 yolo_v4/activation_66/Tanh"; -"1820 yolo_v4/activation_66/Tanh" -> "1821 yolo_v4/activation_66/mul"; -"1821 yolo_v4/activation_66/mul" -> "1829 yolo_v4/conv2d_67/Conv2D"; -"1822 yolo_v4/conv2d_67/Sigmoid/ReadVariableOp/resource" -> "1823 yolo_v4/conv2d_67/Sigmoid/ReadVariableOp"; -"1823 yolo_v4/conv2d_67/Sigmoid/ReadVariableOp" -> "1824 yolo_v4/conv2d_67/Sigmoid"; -"1824 yolo_v4/conv2d_67/Sigmoid" -> "1825 yolo_v4/conv2d_67/Round"; -"1825 yolo_v4/conv2d_67/Round" -> "1828 yolo_v4/conv2d_67/mul"; -"1826 yolo_v4/conv2d_67/ReadVariableOp/resource" -> "1827 yolo_v4/conv2d_67/ReadVariableOp"; -"1827 yolo_v4/conv2d_67/ReadVariableOp" -> "1828 yolo_v4/conv2d_67/mul"; -"1828 yolo_v4/conv2d_67/mul" -> "1829 yolo_v4/conv2d_67/Conv2D"; -"1829 yolo_v4/conv2d_67/Conv2D" -> "1838 yolo_v4/sync_batch_normalization_67/batchnorm/mul_1"; -"1830 yolo_v4/sync_batch_normalization_67/batchnorm/ReadVariableOp/resource" -> "1831 yolo_v4/sync_batch_normalization_67/batchnorm/ReadVariableOp"; -"1831 yolo_v4/sync_batch_normalization_67/batchnorm/ReadVariableOp" -> "1833 yolo_v4/sync_batch_normalization_67/batchnorm/add"; -"1832 yolo_v4/sync_batch_normalization_67/batchnorm/add/y" -> "1833 yolo_v4/sync_batch_normalization_67/batchnorm/add"; -"1833 yolo_v4/sync_batch_normalization_67/batchnorm/add" -> "1834 yolo_v4/sync_batch_normalization_67/batchnorm/Rsqrt"; -"1834 yolo_v4/sync_batch_normalization_67/batchnorm/Rsqrt" -> "1837 yolo_v4/sync_batch_normalization_67/batchnorm/mul"; -"1835 yolo_v4/sync_batch_normalization_67/batchnorm/mul/ReadVariableOp/resource" -> "1836 yolo_v4/sync_batch_normalization_67/batchnorm/mul/ReadVariableOp"; -"1836 yolo_v4/sync_batch_normalization_67/batchnorm/mul/ReadVariableOp" -> "1837 yolo_v4/sync_batch_normalization_67/batchnorm/mul"; -"1837 yolo_v4/sync_batch_normalization_67/batchnorm/mul" -> "1838 yolo_v4/sync_batch_normalization_67/batchnorm/mul_1"; -"1837 yolo_v4/sync_batch_normalization_67/batchnorm/mul" -> "1841 yolo_v4/sync_batch_normalization_67/batchnorm/mul_2"; -"1838 yolo_v4/sync_batch_normalization_67/batchnorm/mul_1" -> "1845 yolo_v4/sync_batch_normalization_67/batchnorm/add_1"; -"1839 yolo_v4/sync_batch_normalization_67/batchnorm/ReadVariableOp_1/resource" -> "1840 yolo_v4/sync_batch_normalization_67/batchnorm/ReadVariableOp_1"; -"1840 yolo_v4/sync_batch_normalization_67/batchnorm/ReadVariableOp_1" -> "1841 yolo_v4/sync_batch_normalization_67/batchnorm/mul_2"; -"1841 yolo_v4/sync_batch_normalization_67/batchnorm/mul_2" -> "1844 yolo_v4/sync_batch_normalization_67/batchnorm/sub"; -"1842 yolo_v4/sync_batch_normalization_67/batchnorm/ReadVariableOp_2/resource" -> "1843 yolo_v4/sync_batch_normalization_67/batchnorm/ReadVariableOp_2"; -"1843 yolo_v4/sync_batch_normalization_67/batchnorm/ReadVariableOp_2" -> "1844 yolo_v4/sync_batch_normalization_67/batchnorm/sub"; -"1844 yolo_v4/sync_batch_normalization_67/batchnorm/sub" -> "1845 yolo_v4/sync_batch_normalization_67/batchnorm/add_1"; -"1845 yolo_v4/sync_batch_normalization_67/batchnorm/add_1" -> "1846 yolo_v4/activation_67/Softplus"; -"1845 yolo_v4/sync_batch_normalization_67/batchnorm/add_1" -> "1848 yolo_v4/activation_67/mul"; -"1846 yolo_v4/activation_67/Softplus" -> "1847 yolo_v4/activation_67/Tanh"; -"1847 yolo_v4/activation_67/Tanh" -> "1848 yolo_v4/activation_67/mul"; -"1848 yolo_v4/activation_67/mul" -> "1849 yolo_v4/add_21/add"; -"1849 yolo_v4/add_21/add" -> "1857 yolo_v4/conv2d_68/Conv2D"; -"1849 yolo_v4/add_21/add" -> "1904 yolo_v4/add_22/add"; -"1850 yolo_v4/conv2d_68/Sigmoid/ReadVariableOp/resource" -> "1851 yolo_v4/conv2d_68/Sigmoid/ReadVariableOp"; -"1851 yolo_v4/conv2d_68/Sigmoid/ReadVariableOp" -> "1852 yolo_v4/conv2d_68/Sigmoid"; -"1852 yolo_v4/conv2d_68/Sigmoid" -> "1853 yolo_v4/conv2d_68/Round"; -"1853 yolo_v4/conv2d_68/Round" -> "1856 yolo_v4/conv2d_68/mul"; -"1854 yolo_v4/conv2d_68/ReadVariableOp/resource" -> "1855 yolo_v4/conv2d_68/ReadVariableOp"; -"1855 yolo_v4/conv2d_68/ReadVariableOp" -> "1856 yolo_v4/conv2d_68/mul"; -"1856 yolo_v4/conv2d_68/mul" -> "1857 yolo_v4/conv2d_68/Conv2D"; -"1857 yolo_v4/conv2d_68/Conv2D" -> "1866 yolo_v4/sync_batch_normalization_68/batchnorm/mul_1"; -"1858 yolo_v4/sync_batch_normalization_68/batchnorm/ReadVariableOp/resource" -> "1859 yolo_v4/sync_batch_normalization_68/batchnorm/ReadVariableOp"; -"1859 yolo_v4/sync_batch_normalization_68/batchnorm/ReadVariableOp" -> "1861 yolo_v4/sync_batch_normalization_68/batchnorm/add"; -"1860 yolo_v4/sync_batch_normalization_68/batchnorm/add/y" -> "1861 yolo_v4/sync_batch_normalization_68/batchnorm/add"; -"1861 yolo_v4/sync_batch_normalization_68/batchnorm/add" -> "1862 yolo_v4/sync_batch_normalization_68/batchnorm/Rsqrt"; -"1862 yolo_v4/sync_batch_normalization_68/batchnorm/Rsqrt" -> "1865 yolo_v4/sync_batch_normalization_68/batchnorm/mul"; -"1863 yolo_v4/sync_batch_normalization_68/batchnorm/mul/ReadVariableOp/resource" -> "1864 yolo_v4/sync_batch_normalization_68/batchnorm/mul/ReadVariableOp"; -"1864 yolo_v4/sync_batch_normalization_68/batchnorm/mul/ReadVariableOp" -> "1865 yolo_v4/sync_batch_normalization_68/batchnorm/mul"; -"1865 yolo_v4/sync_batch_normalization_68/batchnorm/mul" -> "1866 yolo_v4/sync_batch_normalization_68/batchnorm/mul_1"; -"1865 yolo_v4/sync_batch_normalization_68/batchnorm/mul" -> "1869 yolo_v4/sync_batch_normalization_68/batchnorm/mul_2"; -"1866 yolo_v4/sync_batch_normalization_68/batchnorm/mul_1" -> "1873 yolo_v4/sync_batch_normalization_68/batchnorm/add_1"; -"1867 yolo_v4/sync_batch_normalization_68/batchnorm/ReadVariableOp_1/resource" -> "1868 yolo_v4/sync_batch_normalization_68/batchnorm/ReadVariableOp_1"; -"1868 yolo_v4/sync_batch_normalization_68/batchnorm/ReadVariableOp_1" -> "1869 yolo_v4/sync_batch_normalization_68/batchnorm/mul_2"; -"1869 yolo_v4/sync_batch_normalization_68/batchnorm/mul_2" -> "1872 yolo_v4/sync_batch_normalization_68/batchnorm/sub"; -"1870 yolo_v4/sync_batch_normalization_68/batchnorm/ReadVariableOp_2/resource" -> "1871 yolo_v4/sync_batch_normalization_68/batchnorm/ReadVariableOp_2"; -"1871 yolo_v4/sync_batch_normalization_68/batchnorm/ReadVariableOp_2" -> "1872 yolo_v4/sync_batch_normalization_68/batchnorm/sub"; -"1872 yolo_v4/sync_batch_normalization_68/batchnorm/sub" -> "1873 yolo_v4/sync_batch_normalization_68/batchnorm/add_1"; -"1873 yolo_v4/sync_batch_normalization_68/batchnorm/add_1" -> "1874 yolo_v4/activation_68/Softplus"; -"1873 yolo_v4/sync_batch_normalization_68/batchnorm/add_1" -> "1876 yolo_v4/activation_68/mul"; -"1874 yolo_v4/activation_68/Softplus" -> "1875 yolo_v4/activation_68/Tanh"; -"1875 yolo_v4/activation_68/Tanh" -> "1876 yolo_v4/activation_68/mul"; -"1876 yolo_v4/activation_68/mul" -> "1884 yolo_v4/conv2d_69/Conv2D"; -"1877 yolo_v4/conv2d_69/Sigmoid/ReadVariableOp/resource" -> "1878 yolo_v4/conv2d_69/Sigmoid/ReadVariableOp"; -"1878 yolo_v4/conv2d_69/Sigmoid/ReadVariableOp" -> "1879 yolo_v4/conv2d_69/Sigmoid"; -"1879 yolo_v4/conv2d_69/Sigmoid" -> "1880 yolo_v4/conv2d_69/Round"; -"1880 yolo_v4/conv2d_69/Round" -> "1883 yolo_v4/conv2d_69/mul"; -"1881 yolo_v4/conv2d_69/ReadVariableOp/resource" -> "1882 yolo_v4/conv2d_69/ReadVariableOp"; -"1882 yolo_v4/conv2d_69/ReadVariableOp" -> "1883 yolo_v4/conv2d_69/mul"; -"1883 yolo_v4/conv2d_69/mul" -> "1884 yolo_v4/conv2d_69/Conv2D"; -"1884 yolo_v4/conv2d_69/Conv2D" -> "1893 yolo_v4/sync_batch_normalization_69/batchnorm/mul_1"; -"1885 yolo_v4/sync_batch_normalization_69/batchnorm/ReadVariableOp/resource" -> "1886 yolo_v4/sync_batch_normalization_69/batchnorm/ReadVariableOp"; -"1886 yolo_v4/sync_batch_normalization_69/batchnorm/ReadVariableOp" -> "1888 yolo_v4/sync_batch_normalization_69/batchnorm/add"; -"1887 yolo_v4/sync_batch_normalization_69/batchnorm/add/y" -> "1888 yolo_v4/sync_batch_normalization_69/batchnorm/add"; -"1888 yolo_v4/sync_batch_normalization_69/batchnorm/add" -> "1889 yolo_v4/sync_batch_normalization_69/batchnorm/Rsqrt"; -"1889 yolo_v4/sync_batch_normalization_69/batchnorm/Rsqrt" -> "1892 yolo_v4/sync_batch_normalization_69/batchnorm/mul"; -"1890 yolo_v4/sync_batch_normalization_69/batchnorm/mul/ReadVariableOp/resource" -> "1891 yolo_v4/sync_batch_normalization_69/batchnorm/mul/ReadVariableOp"; -"1891 yolo_v4/sync_batch_normalization_69/batchnorm/mul/ReadVariableOp" -> "1892 yolo_v4/sync_batch_normalization_69/batchnorm/mul"; -"1892 yolo_v4/sync_batch_normalization_69/batchnorm/mul" -> "1893 yolo_v4/sync_batch_normalization_69/batchnorm/mul_1"; -"1892 yolo_v4/sync_batch_normalization_69/batchnorm/mul" -> "1896 yolo_v4/sync_batch_normalization_69/batchnorm/mul_2"; -"1893 yolo_v4/sync_batch_normalization_69/batchnorm/mul_1" -> "1900 yolo_v4/sync_batch_normalization_69/batchnorm/add_1"; -"1894 yolo_v4/sync_batch_normalization_69/batchnorm/ReadVariableOp_1/resource" -> "1895 yolo_v4/sync_batch_normalization_69/batchnorm/ReadVariableOp_1"; -"1895 yolo_v4/sync_batch_normalization_69/batchnorm/ReadVariableOp_1" -> "1896 yolo_v4/sync_batch_normalization_69/batchnorm/mul_2"; -"1896 yolo_v4/sync_batch_normalization_69/batchnorm/mul_2" -> "1899 yolo_v4/sync_batch_normalization_69/batchnorm/sub"; -"1897 yolo_v4/sync_batch_normalization_69/batchnorm/ReadVariableOp_2/resource" -> "1898 yolo_v4/sync_batch_normalization_69/batchnorm/ReadVariableOp_2"; -"1898 yolo_v4/sync_batch_normalization_69/batchnorm/ReadVariableOp_2" -> "1899 yolo_v4/sync_batch_normalization_69/batchnorm/sub"; -"1899 yolo_v4/sync_batch_normalization_69/batchnorm/sub" -> "1900 yolo_v4/sync_batch_normalization_69/batchnorm/add_1"; -"1900 yolo_v4/sync_batch_normalization_69/batchnorm/add_1" -> "1901 yolo_v4/activation_69/Softplus"; -"1900 yolo_v4/sync_batch_normalization_69/batchnorm/add_1" -> "1903 yolo_v4/activation_69/mul"; -"1901 yolo_v4/activation_69/Softplus" -> "1902 yolo_v4/activation_69/Tanh"; -"1902 yolo_v4/activation_69/Tanh" -> "1903 yolo_v4/activation_69/mul"; -"1903 yolo_v4/activation_69/mul" -> "1904 yolo_v4/add_22/add"; -"1904 yolo_v4/add_22/add" -> "1920 yolo_v4/conv2d_70/Conv2D"; -"1905 yolo_v4/conv2d_60/Sigmoid/ReadVariableOp/resource" -> "1906 yolo_v4/conv2d_60/Sigmoid/ReadVariableOp"; -"1906 yolo_v4/conv2d_60/Sigmoid/ReadVariableOp" -> "1907 yolo_v4/conv2d_60/Sigmoid"; -"1907 yolo_v4/conv2d_60/Sigmoid" -> "1908 yolo_v4/conv2d_60/Round"; -"1908 yolo_v4/conv2d_60/Round" -> "1911 yolo_v4/conv2d_60/mul"; -"1909 yolo_v4/conv2d_60/ReadVariableOp/resource" -> "1910 yolo_v4/conv2d_60/ReadVariableOp"; -"1910 yolo_v4/conv2d_60/ReadVariableOp" -> "1911 yolo_v4/conv2d_60/mul"; -"1911 yolo_v4/conv2d_60/mul" -> "1912 yolo_v4/conv2d_60/Conv2D"; -"1912 yolo_v4/conv2d_60/Conv2D" -> "1929 yolo_v4/sync_batch_normalization_60/batchnorm/mul_1"; -"1913 yolo_v4/conv2d_70/Sigmoid/ReadVariableOp/resource" -> "1914 yolo_v4/conv2d_70/Sigmoid/ReadVariableOp"; -"1914 yolo_v4/conv2d_70/Sigmoid/ReadVariableOp" -> "1915 yolo_v4/conv2d_70/Sigmoid"; -"1915 yolo_v4/conv2d_70/Sigmoid" -> "1916 yolo_v4/conv2d_70/Round"; -"1916 yolo_v4/conv2d_70/Round" -> "1919 yolo_v4/conv2d_70/mul"; -"1917 yolo_v4/conv2d_70/ReadVariableOp/resource" -> "1918 yolo_v4/conv2d_70/ReadVariableOp"; -"1918 yolo_v4/conv2d_70/ReadVariableOp" -> "1919 yolo_v4/conv2d_70/mul"; -"1919 yolo_v4/conv2d_70/mul" -> "1920 yolo_v4/conv2d_70/Conv2D"; -"1920 yolo_v4/conv2d_70/Conv2D" -> "1945 yolo_v4/sync_batch_normalization_70/batchnorm/mul_1"; -"1921 yolo_v4/sync_batch_normalization_60/batchnorm/ReadVariableOp/resource" -> "1922 yolo_v4/sync_batch_normalization_60/batchnorm/ReadVariableOp"; -"1922 yolo_v4/sync_batch_normalization_60/batchnorm/ReadVariableOp" -> "1924 yolo_v4/sync_batch_normalization_60/batchnorm/add"; -"1923 yolo_v4/sync_batch_normalization_60/batchnorm/add/y" -> "1924 yolo_v4/sync_batch_normalization_60/batchnorm/add"; -"1924 yolo_v4/sync_batch_normalization_60/batchnorm/add" -> "1925 yolo_v4/sync_batch_normalization_60/batchnorm/Rsqrt"; -"1925 yolo_v4/sync_batch_normalization_60/batchnorm/Rsqrt" -> "1928 yolo_v4/sync_batch_normalization_60/batchnorm/mul"; -"1926 yolo_v4/sync_batch_normalization_60/batchnorm/mul/ReadVariableOp/resource" -> "1927 yolo_v4/sync_batch_normalization_60/batchnorm/mul/ReadVariableOp"; -"1927 yolo_v4/sync_batch_normalization_60/batchnorm/mul/ReadVariableOp" -> "1928 yolo_v4/sync_batch_normalization_60/batchnorm/mul"; -"1928 yolo_v4/sync_batch_normalization_60/batchnorm/mul" -> "1929 yolo_v4/sync_batch_normalization_60/batchnorm/mul_1"; -"1928 yolo_v4/sync_batch_normalization_60/batchnorm/mul" -> "1932 yolo_v4/sync_batch_normalization_60/batchnorm/mul_2"; -"1929 yolo_v4/sync_batch_normalization_60/batchnorm/mul_1" -> "1936 yolo_v4/sync_batch_normalization_60/batchnorm/add_1"; -"1930 yolo_v4/sync_batch_normalization_60/batchnorm/ReadVariableOp_1/resource" -> "1931 yolo_v4/sync_batch_normalization_60/batchnorm/ReadVariableOp_1"; -"1931 yolo_v4/sync_batch_normalization_60/batchnorm/ReadVariableOp_1" -> "1932 yolo_v4/sync_batch_normalization_60/batchnorm/mul_2"; -"1932 yolo_v4/sync_batch_normalization_60/batchnorm/mul_2" -> "1935 yolo_v4/sync_batch_normalization_60/batchnorm/sub"; -"1933 yolo_v4/sync_batch_normalization_60/batchnorm/ReadVariableOp_2/resource" -> "1934 yolo_v4/sync_batch_normalization_60/batchnorm/ReadVariableOp_2"; -"1934 yolo_v4/sync_batch_normalization_60/batchnorm/ReadVariableOp_2" -> "1935 yolo_v4/sync_batch_normalization_60/batchnorm/sub"; -"1935 yolo_v4/sync_batch_normalization_60/batchnorm/sub" -> "1936 yolo_v4/sync_batch_normalization_60/batchnorm/add_1"; -"1936 yolo_v4/sync_batch_normalization_60/batchnorm/add_1" -> "1956 yolo_v4/activation_60/Softplus"; -"1936 yolo_v4/sync_batch_normalization_60/batchnorm/add_1" -> "1958 yolo_v4/activation_60/mul"; -"1937 yolo_v4/sync_batch_normalization_70/batchnorm/ReadVariableOp/resource" -> "1938 yolo_v4/sync_batch_normalization_70/batchnorm/ReadVariableOp"; -"1938 yolo_v4/sync_batch_normalization_70/batchnorm/ReadVariableOp" -> "1940 yolo_v4/sync_batch_normalization_70/batchnorm/add"; -"1939 yolo_v4/sync_batch_normalization_70/batchnorm/add/y" -> "1940 yolo_v4/sync_batch_normalization_70/batchnorm/add"; -"1940 yolo_v4/sync_batch_normalization_70/batchnorm/add" -> "1941 yolo_v4/sync_batch_normalization_70/batchnorm/Rsqrt"; -"1941 yolo_v4/sync_batch_normalization_70/batchnorm/Rsqrt" -> "1944 yolo_v4/sync_batch_normalization_70/batchnorm/mul"; -"1942 yolo_v4/sync_batch_normalization_70/batchnorm/mul/ReadVariableOp/resource" -> "1943 yolo_v4/sync_batch_normalization_70/batchnorm/mul/ReadVariableOp"; -"1943 yolo_v4/sync_batch_normalization_70/batchnorm/mul/ReadVariableOp" -> "1944 yolo_v4/sync_batch_normalization_70/batchnorm/mul"; -"1944 yolo_v4/sync_batch_normalization_70/batchnorm/mul" -> "1945 yolo_v4/sync_batch_normalization_70/batchnorm/mul_1"; -"1944 yolo_v4/sync_batch_normalization_70/batchnorm/mul" -> "1948 yolo_v4/sync_batch_normalization_70/batchnorm/mul_2"; -"1945 yolo_v4/sync_batch_normalization_70/batchnorm/mul_1" -> "1952 yolo_v4/sync_batch_normalization_70/batchnorm/add_1"; -"1946 yolo_v4/sync_batch_normalization_70/batchnorm/ReadVariableOp_1/resource" -> "1947 yolo_v4/sync_batch_normalization_70/batchnorm/ReadVariableOp_1"; -"1947 yolo_v4/sync_batch_normalization_70/batchnorm/ReadVariableOp_1" -> "1948 yolo_v4/sync_batch_normalization_70/batchnorm/mul_2"; -"1948 yolo_v4/sync_batch_normalization_70/batchnorm/mul_2" -> "1951 yolo_v4/sync_batch_normalization_70/batchnorm/sub"; -"1949 yolo_v4/sync_batch_normalization_70/batchnorm/ReadVariableOp_2/resource" -> "1950 yolo_v4/sync_batch_normalization_70/batchnorm/ReadVariableOp_2"; -"1950 yolo_v4/sync_batch_normalization_70/batchnorm/ReadVariableOp_2" -> "1951 yolo_v4/sync_batch_normalization_70/batchnorm/sub"; -"1951 yolo_v4/sync_batch_normalization_70/batchnorm/sub" -> "1952 yolo_v4/sync_batch_normalization_70/batchnorm/add_1"; -"1952 yolo_v4/sync_batch_normalization_70/batchnorm/add_1" -> "1953 yolo_v4/activation_70/Softplus"; -"1952 yolo_v4/sync_batch_normalization_70/batchnorm/add_1" -> "1955 yolo_v4/activation_70/mul"; -"1953 yolo_v4/activation_70/Softplus" -> "1954 yolo_v4/activation_70/Tanh"; -"1954 yolo_v4/activation_70/Tanh" -> "1955 yolo_v4/activation_70/mul"; -"1955 yolo_v4/activation_70/mul" -> "1960 yolo_v4/concatenate_4/concat"; -"1956 yolo_v4/activation_60/Softplus" -> "1957 yolo_v4/activation_60/Tanh"; -"1957 yolo_v4/activation_60/Tanh" -> "1958 yolo_v4/activation_60/mul"; -"1958 yolo_v4/activation_60/mul" -> "1960 yolo_v4/concatenate_4/concat"; -"1959 yolo_v4/concatenate_4/concat/axis" -> "1960 yolo_v4/concatenate_4/concat"; -"1960 yolo_v4/concatenate_4/concat" -> "1968 yolo_v4/conv2d_71/Conv2D"; -"1961 yolo_v4/conv2d_71/Sigmoid/ReadVariableOp/resource" -> "1962 yolo_v4/conv2d_71/Sigmoid/ReadVariableOp"; -"1962 yolo_v4/conv2d_71/Sigmoid/ReadVariableOp" -> "1963 yolo_v4/conv2d_71/Sigmoid"; -"1963 yolo_v4/conv2d_71/Sigmoid" -> "1964 yolo_v4/conv2d_71/Round"; -"1964 yolo_v4/conv2d_71/Round" -> "1967 yolo_v4/conv2d_71/mul"; -"1965 yolo_v4/conv2d_71/ReadVariableOp/resource" -> "1966 yolo_v4/conv2d_71/ReadVariableOp"; -"1966 yolo_v4/conv2d_71/ReadVariableOp" -> "1967 yolo_v4/conv2d_71/mul"; -"1967 yolo_v4/conv2d_71/mul" -> "1968 yolo_v4/conv2d_71/Conv2D"; -"1968 yolo_v4/conv2d_71/Conv2D" -> "1977 yolo_v4/sync_batch_normalization_71/batchnorm/mul_1"; -"1969 yolo_v4/sync_batch_normalization_71/batchnorm/ReadVariableOp/resource" -> "1970 yolo_v4/sync_batch_normalization_71/batchnorm/ReadVariableOp"; -"1970 yolo_v4/sync_batch_normalization_71/batchnorm/ReadVariableOp" -> "1972 yolo_v4/sync_batch_normalization_71/batchnorm/add"; -"1971 yolo_v4/sync_batch_normalization_71/batchnorm/add/y" -> "1972 yolo_v4/sync_batch_normalization_71/batchnorm/add"; -"1972 yolo_v4/sync_batch_normalization_71/batchnorm/add" -> "1973 yolo_v4/sync_batch_normalization_71/batchnorm/Rsqrt"; -"1973 yolo_v4/sync_batch_normalization_71/batchnorm/Rsqrt" -> "1976 yolo_v4/sync_batch_normalization_71/batchnorm/mul"; -"1974 yolo_v4/sync_batch_normalization_71/batchnorm/mul/ReadVariableOp/resource" -> "1975 yolo_v4/sync_batch_normalization_71/batchnorm/mul/ReadVariableOp"; -"1975 yolo_v4/sync_batch_normalization_71/batchnorm/mul/ReadVariableOp" -> "1976 yolo_v4/sync_batch_normalization_71/batchnorm/mul"; -"1976 yolo_v4/sync_batch_normalization_71/batchnorm/mul" -> "1977 yolo_v4/sync_batch_normalization_71/batchnorm/mul_1"; -"1976 yolo_v4/sync_batch_normalization_71/batchnorm/mul" -> "1980 yolo_v4/sync_batch_normalization_71/batchnorm/mul_2"; -"1977 yolo_v4/sync_batch_normalization_71/batchnorm/mul_1" -> "1984 yolo_v4/sync_batch_normalization_71/batchnorm/add_1"; -"1978 yolo_v4/sync_batch_normalization_71/batchnorm/ReadVariableOp_1/resource" -> "1979 yolo_v4/sync_batch_normalization_71/batchnorm/ReadVariableOp_1"; -"1979 yolo_v4/sync_batch_normalization_71/batchnorm/ReadVariableOp_1" -> "1980 yolo_v4/sync_batch_normalization_71/batchnorm/mul_2"; -"1980 yolo_v4/sync_batch_normalization_71/batchnorm/mul_2" -> "1983 yolo_v4/sync_batch_normalization_71/batchnorm/sub"; -"1981 yolo_v4/sync_batch_normalization_71/batchnorm/ReadVariableOp_2/resource" -> "1982 yolo_v4/sync_batch_normalization_71/batchnorm/ReadVariableOp_2"; -"1982 yolo_v4/sync_batch_normalization_71/batchnorm/ReadVariableOp_2" -> "1983 yolo_v4/sync_batch_normalization_71/batchnorm/sub"; -"1983 yolo_v4/sync_batch_normalization_71/batchnorm/sub" -> "1984 yolo_v4/sync_batch_normalization_71/batchnorm/add_1"; -"1984 yolo_v4/sync_batch_normalization_71/batchnorm/add_1" -> "1985 yolo_v4/activation_71/Softplus"; -"1984 yolo_v4/sync_batch_normalization_71/batchnorm/add_1" -> "1987 yolo_v4/activation_71/mul"; -"1985 yolo_v4/activation_71/Softplus" -> "1986 yolo_v4/activation_71/Tanh"; -"1986 yolo_v4/activation_71/Tanh" -> "1987 yolo_v4/activation_71/mul"; -"1987 yolo_v4/activation_71/mul" -> "1995 yolo_v4/conv2d_72/Conv2D"; -"1988 yolo_v4/conv2d_72/Sigmoid/ReadVariableOp/resource" -> "1989 yolo_v4/conv2d_72/Sigmoid/ReadVariableOp"; -"1989 yolo_v4/conv2d_72/Sigmoid/ReadVariableOp" -> "1990 yolo_v4/conv2d_72/Sigmoid"; -"1990 yolo_v4/conv2d_72/Sigmoid" -> "1991 yolo_v4/conv2d_72/Round"; -"1991 yolo_v4/conv2d_72/Round" -> "1994 yolo_v4/conv2d_72/mul"; -"1992 yolo_v4/conv2d_72/ReadVariableOp/resource" -> "1993 yolo_v4/conv2d_72/ReadVariableOp"; -"1993 yolo_v4/conv2d_72/ReadVariableOp" -> "1994 yolo_v4/conv2d_72/mul"; -"1994 yolo_v4/conv2d_72/mul" -> "1995 yolo_v4/conv2d_72/Conv2D"; -"1995 yolo_v4/conv2d_72/Conv2D" -> "2004 yolo_v4/sync_batch_normalization_72/batchnorm/mul_1"; -"1996 yolo_v4/sync_batch_normalization_72/batchnorm/ReadVariableOp/resource" -> "1997 yolo_v4/sync_batch_normalization_72/batchnorm/ReadVariableOp"; -"1997 yolo_v4/sync_batch_normalization_72/batchnorm/ReadVariableOp" -> "1999 yolo_v4/sync_batch_normalization_72/batchnorm/add"; -"1998 yolo_v4/sync_batch_normalization_72/batchnorm/add/y" -> "1999 yolo_v4/sync_batch_normalization_72/batchnorm/add"; -"1999 yolo_v4/sync_batch_normalization_72/batchnorm/add" -> "2000 yolo_v4/sync_batch_normalization_72/batchnorm/Rsqrt"; -"2000 yolo_v4/sync_batch_normalization_72/batchnorm/Rsqrt" -> "2003 yolo_v4/sync_batch_normalization_72/batchnorm/mul"; -"2001 yolo_v4/sync_batch_normalization_72/batchnorm/mul/ReadVariableOp/resource" -> "2002 yolo_v4/sync_batch_normalization_72/batchnorm/mul/ReadVariableOp"; -"2002 yolo_v4/sync_batch_normalization_72/batchnorm/mul/ReadVariableOp" -> "2003 yolo_v4/sync_batch_normalization_72/batchnorm/mul"; -"2003 yolo_v4/sync_batch_normalization_72/batchnorm/mul" -> "2004 yolo_v4/sync_batch_normalization_72/batchnorm/mul_1"; -"2003 yolo_v4/sync_batch_normalization_72/batchnorm/mul" -> "2007 yolo_v4/sync_batch_normalization_72/batchnorm/mul_2"; -"2004 yolo_v4/sync_batch_normalization_72/batchnorm/mul_1" -> "2011 yolo_v4/sync_batch_normalization_72/batchnorm/add_1"; -"2005 yolo_v4/sync_batch_normalization_72/batchnorm/ReadVariableOp_1/resource" -> "2006 yolo_v4/sync_batch_normalization_72/batchnorm/ReadVariableOp_1"; -"2006 yolo_v4/sync_batch_normalization_72/batchnorm/ReadVariableOp_1" -> "2007 yolo_v4/sync_batch_normalization_72/batchnorm/mul_2"; -"2007 yolo_v4/sync_batch_normalization_72/batchnorm/mul_2" -> "2010 yolo_v4/sync_batch_normalization_72/batchnorm/sub"; -"2008 yolo_v4/sync_batch_normalization_72/batchnorm/ReadVariableOp_2/resource" -> "2009 yolo_v4/sync_batch_normalization_72/batchnorm/ReadVariableOp_2"; -"2009 yolo_v4/sync_batch_normalization_72/batchnorm/ReadVariableOp_2" -> "2010 yolo_v4/sync_batch_normalization_72/batchnorm/sub"; -"2010 yolo_v4/sync_batch_normalization_72/batchnorm/sub" -> "2011 yolo_v4/sync_batch_normalization_72/batchnorm/add_1"; -"2011 yolo_v4/sync_batch_normalization_72/batchnorm/add_1" -> "2012 yolo_v4/leaky_re_lu/LeakyRelu"; -"2012 yolo_v4/leaky_re_lu/LeakyRelu" -> "2020 yolo_v4/conv2d_73/Conv2D"; -"2013 yolo_v4/conv2d_73/Sigmoid/ReadVariableOp/resource" -> "2014 yolo_v4/conv2d_73/Sigmoid/ReadVariableOp"; -"2014 yolo_v4/conv2d_73/Sigmoid/ReadVariableOp" -> "2015 yolo_v4/conv2d_73/Sigmoid"; -"2015 yolo_v4/conv2d_73/Sigmoid" -> "2016 yolo_v4/conv2d_73/Round"; -"2016 yolo_v4/conv2d_73/Round" -> "2019 yolo_v4/conv2d_73/mul"; -"2017 yolo_v4/conv2d_73/ReadVariableOp/resource" -> "2018 yolo_v4/conv2d_73/ReadVariableOp"; -"2018 yolo_v4/conv2d_73/ReadVariableOp" -> "2019 yolo_v4/conv2d_73/mul"; -"2019 yolo_v4/conv2d_73/mul" -> "2020 yolo_v4/conv2d_73/Conv2D"; -"2020 yolo_v4/conv2d_73/Conv2D" -> "2029 yolo_v4/sync_batch_normalization_73/batchnorm/mul_1"; -"2021 yolo_v4/sync_batch_normalization_73/batchnorm/ReadVariableOp/resource" -> "2022 yolo_v4/sync_batch_normalization_73/batchnorm/ReadVariableOp"; -"2022 yolo_v4/sync_batch_normalization_73/batchnorm/ReadVariableOp" -> "2024 yolo_v4/sync_batch_normalization_73/batchnorm/add"; -"2023 yolo_v4/sync_batch_normalization_73/batchnorm/add/y" -> "2024 yolo_v4/sync_batch_normalization_73/batchnorm/add"; -"2024 yolo_v4/sync_batch_normalization_73/batchnorm/add" -> "2025 yolo_v4/sync_batch_normalization_73/batchnorm/Rsqrt"; -"2025 yolo_v4/sync_batch_normalization_73/batchnorm/Rsqrt" -> "2028 yolo_v4/sync_batch_normalization_73/batchnorm/mul"; -"2026 yolo_v4/sync_batch_normalization_73/batchnorm/mul/ReadVariableOp/resource" -> "2027 yolo_v4/sync_batch_normalization_73/batchnorm/mul/ReadVariableOp"; -"2027 yolo_v4/sync_batch_normalization_73/batchnorm/mul/ReadVariableOp" -> "2028 yolo_v4/sync_batch_normalization_73/batchnorm/mul"; -"2028 yolo_v4/sync_batch_normalization_73/batchnorm/mul" -> "2029 yolo_v4/sync_batch_normalization_73/batchnorm/mul_1"; -"2028 yolo_v4/sync_batch_normalization_73/batchnorm/mul" -> "2032 yolo_v4/sync_batch_normalization_73/batchnorm/mul_2"; -"2029 yolo_v4/sync_batch_normalization_73/batchnorm/mul_1" -> "2036 yolo_v4/sync_batch_normalization_73/batchnorm/add_1"; -"2030 yolo_v4/sync_batch_normalization_73/batchnorm/ReadVariableOp_1/resource" -> "2031 yolo_v4/sync_batch_normalization_73/batchnorm/ReadVariableOp_1"; -"2031 yolo_v4/sync_batch_normalization_73/batchnorm/ReadVariableOp_1" -> "2032 yolo_v4/sync_batch_normalization_73/batchnorm/mul_2"; -"2032 yolo_v4/sync_batch_normalization_73/batchnorm/mul_2" -> 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yolo_v4/conv2d_74/ReadVariableOp/resource" -> "2043 yolo_v4/conv2d_74/ReadVariableOp"; -"2043 yolo_v4/conv2d_74/ReadVariableOp" -> "2044 yolo_v4/conv2d_74/mul"; -"2044 yolo_v4/conv2d_74/mul" -> "2045 yolo_v4/conv2d_74/Conv2D"; -"2045 yolo_v4/conv2d_74/Conv2D" -> "2054 yolo_v4/sync_batch_normalization_74/batchnorm/mul_1"; -"2046 yolo_v4/sync_batch_normalization_74/batchnorm/ReadVariableOp/resource" -> "2047 yolo_v4/sync_batch_normalization_74/batchnorm/ReadVariableOp"; -"2047 yolo_v4/sync_batch_normalization_74/batchnorm/ReadVariableOp" -> "2049 yolo_v4/sync_batch_normalization_74/batchnorm/add"; -"2048 yolo_v4/sync_batch_normalization_74/batchnorm/add/y" -> "2049 yolo_v4/sync_batch_normalization_74/batchnorm/add"; -"2049 yolo_v4/sync_batch_normalization_74/batchnorm/add" -> "2050 yolo_v4/sync_batch_normalization_74/batchnorm/Rsqrt"; -"2050 yolo_v4/sync_batch_normalization_74/batchnorm/Rsqrt" -> "2053 yolo_v4/sync_batch_normalization_74/batchnorm/mul"; -"2051 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yolo_v4/max_pooling2d_1/MaxPool" -> "2067 yolo_v4/concatenate_5/concat"; -"2065 yolo_v4/max_pooling2d/MaxPool" -> "2067 yolo_v4/concatenate_5/concat"; -"2066 yolo_v4/concatenate_5/concat/axis" -> "2067 yolo_v4/concatenate_5/concat"; -"2067 yolo_v4/concatenate_5/concat" -> "2075 yolo_v4/conv2d_75/Conv2D"; -"2068 yolo_v4/conv2d_75/Sigmoid/ReadVariableOp/resource" -> "2069 yolo_v4/conv2d_75/Sigmoid/ReadVariableOp"; -"2069 yolo_v4/conv2d_75/Sigmoid/ReadVariableOp" -> "2070 yolo_v4/conv2d_75/Sigmoid"; -"2070 yolo_v4/conv2d_75/Sigmoid" -> "2071 yolo_v4/conv2d_75/Round"; -"2071 yolo_v4/conv2d_75/Round" -> "2074 yolo_v4/conv2d_75/mul"; -"2072 yolo_v4/conv2d_75/ReadVariableOp/resource" -> "2073 yolo_v4/conv2d_75/ReadVariableOp"; -"2073 yolo_v4/conv2d_75/ReadVariableOp" -> "2074 yolo_v4/conv2d_75/mul"; -"2074 yolo_v4/conv2d_75/mul" -> "2075 yolo_v4/conv2d_75/Conv2D"; -"2075 yolo_v4/conv2d_75/Conv2D" -> "2084 yolo_v4/sync_batch_normalization_75/batchnorm/mul_1"; -"2076 yolo_v4/sync_batch_normalization_75/batchnorm/ReadVariableOp/resource" -> "2077 yolo_v4/sync_batch_normalization_75/batchnorm/ReadVariableOp"; -"2077 yolo_v4/sync_batch_normalization_75/batchnorm/ReadVariableOp" -> "2079 yolo_v4/sync_batch_normalization_75/batchnorm/add"; -"2078 yolo_v4/sync_batch_normalization_75/batchnorm/add/y" -> "2079 yolo_v4/sync_batch_normalization_75/batchnorm/add"; -"2079 yolo_v4/sync_batch_normalization_75/batchnorm/add" -> "2080 yolo_v4/sync_batch_normalization_75/batchnorm/Rsqrt"; -"2080 yolo_v4/sync_batch_normalization_75/batchnorm/Rsqrt" -> "2083 yolo_v4/sync_batch_normalization_75/batchnorm/mul"; -"2081 yolo_v4/sync_batch_normalization_75/batchnorm/mul/ReadVariableOp/resource" -> "2082 yolo_v4/sync_batch_normalization_75/batchnorm/mul/ReadVariableOp"; -"2082 yolo_v4/sync_batch_normalization_75/batchnorm/mul/ReadVariableOp" -> "2083 yolo_v4/sync_batch_normalization_75/batchnorm/mul"; -"2083 yolo_v4/sync_batch_normalization_75/batchnorm/mul" -> "2084 yolo_v4/sync_batch_normalization_75/batchnorm/mul_1"; -"2083 yolo_v4/sync_batch_normalization_75/batchnorm/mul" -> "2087 yolo_v4/sync_batch_normalization_75/batchnorm/mul_2"; -"2084 yolo_v4/sync_batch_normalization_75/batchnorm/mul_1" -> "2091 yolo_v4/sync_batch_normalization_75/batchnorm/add_1"; -"2085 yolo_v4/sync_batch_normalization_75/batchnorm/ReadVariableOp_1/resource" -> "2086 yolo_v4/sync_batch_normalization_75/batchnorm/ReadVariableOp_1"; -"2086 yolo_v4/sync_batch_normalization_75/batchnorm/ReadVariableOp_1" -> "2087 yolo_v4/sync_batch_normalization_75/batchnorm/mul_2"; -"2087 yolo_v4/sync_batch_normalization_75/batchnorm/mul_2" -> "2090 yolo_v4/sync_batch_normalization_75/batchnorm/sub"; -"2088 yolo_v4/sync_batch_normalization_75/batchnorm/ReadVariableOp_2/resource" -> "2089 yolo_v4/sync_batch_normalization_75/batchnorm/ReadVariableOp_2"; -"2089 yolo_v4/sync_batch_normalization_75/batchnorm/ReadVariableOp_2" -> "2090 yolo_v4/sync_batch_normalization_75/batchnorm/sub"; -"2090 yolo_v4/sync_batch_normalization_75/batchnorm/sub" -> "2091 yolo_v4/sync_batch_normalization_75/batchnorm/add_1"; -"2091 yolo_v4/sync_batch_normalization_75/batchnorm/add_1" -> "2092 yolo_v4/leaky_re_lu_3/LeakyRelu"; -"2092 yolo_v4/leaky_re_lu_3/LeakyRelu" -> "2100 yolo_v4/conv2d_76/Conv2D"; -"2093 yolo_v4/conv2d_76/Sigmoid/ReadVariableOp/resource" -> "2094 yolo_v4/conv2d_76/Sigmoid/ReadVariableOp"; -"2094 yolo_v4/conv2d_76/Sigmoid/ReadVariableOp" -> "2095 yolo_v4/conv2d_76/Sigmoid"; -"2095 yolo_v4/conv2d_76/Sigmoid" -> "2096 yolo_v4/conv2d_76/Round"; -"2096 yolo_v4/conv2d_76/Round" -> "2099 yolo_v4/conv2d_76/mul"; -"2097 yolo_v4/conv2d_76/ReadVariableOp/resource" -> "2098 yolo_v4/conv2d_76/ReadVariableOp"; -"2098 yolo_v4/conv2d_76/ReadVariableOp" -> "2099 yolo_v4/conv2d_76/mul"; -"2099 yolo_v4/conv2d_76/mul" -> "2100 yolo_v4/conv2d_76/Conv2D"; -"2100 yolo_v4/conv2d_76/Conv2D" -> "2109 yolo_v4/sync_batch_normalization_76/batchnorm/mul_1"; -"2101 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yolo_v4/sync_batch_normalization_76/batchnorm/mul_1"; -"2108 yolo_v4/sync_batch_normalization_76/batchnorm/mul" -> "2112 yolo_v4/sync_batch_normalization_76/batchnorm/mul_2"; -"2109 yolo_v4/sync_batch_normalization_76/batchnorm/mul_1" -> "2116 yolo_v4/sync_batch_normalization_76/batchnorm/add_1"; -"2110 yolo_v4/sync_batch_normalization_76/batchnorm/ReadVariableOp_1/resource" -> "2111 yolo_v4/sync_batch_normalization_76/batchnorm/ReadVariableOp_1"; -"2111 yolo_v4/sync_batch_normalization_76/batchnorm/ReadVariableOp_1" -> "2112 yolo_v4/sync_batch_normalization_76/batchnorm/mul_2"; -"2112 yolo_v4/sync_batch_normalization_76/batchnorm/mul_2" -> "2115 yolo_v4/sync_batch_normalization_76/batchnorm/sub"; -"2113 yolo_v4/sync_batch_normalization_76/batchnorm/ReadVariableOp_2/resource" -> "2114 yolo_v4/sync_batch_normalization_76/batchnorm/ReadVariableOp_2"; -"2114 yolo_v4/sync_batch_normalization_76/batchnorm/ReadVariableOp_2" -> "2115 yolo_v4/sync_batch_normalization_76/batchnorm/sub"; -"2115 yolo_v4/sync_batch_normalization_76/batchnorm/sub" -> "2116 yolo_v4/sync_batch_normalization_76/batchnorm/add_1"; -"2116 yolo_v4/sync_batch_normalization_76/batchnorm/add_1" -> "2117 yolo_v4/leaky_re_lu_4/LeakyRelu"; -"2117 yolo_v4/leaky_re_lu_4/LeakyRelu" -> "2125 yolo_v4/conv2d_77/Conv2D"; -"2118 yolo_v4/conv2d_77/Sigmoid/ReadVariableOp/resource" -> "2119 yolo_v4/conv2d_77/Sigmoid/ReadVariableOp"; -"2119 yolo_v4/conv2d_77/Sigmoid/ReadVariableOp" -> "2120 yolo_v4/conv2d_77/Sigmoid"; -"2120 yolo_v4/conv2d_77/Sigmoid" -> "2121 yolo_v4/conv2d_77/Round"; -"2121 yolo_v4/conv2d_77/Round" -> "2124 yolo_v4/conv2d_77/mul"; -"2122 yolo_v4/conv2d_77/ReadVariableOp/resource" -> "2123 yolo_v4/conv2d_77/ReadVariableOp"; -"2123 yolo_v4/conv2d_77/ReadVariableOp" -> "2124 yolo_v4/conv2d_77/mul"; -"2124 yolo_v4/conv2d_77/mul" -> "2125 yolo_v4/conv2d_77/Conv2D"; -"2125 yolo_v4/conv2d_77/Conv2D" -> "2134 yolo_v4/sync_batch_normalization_77/batchnorm/mul_1"; -"2126 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yolo_v4/sync_batch_normalization_77/batchnorm/mul_1"; -"2133 yolo_v4/sync_batch_normalization_77/batchnorm/mul" -> "2137 yolo_v4/sync_batch_normalization_77/batchnorm/mul_2"; -"2134 yolo_v4/sync_batch_normalization_77/batchnorm/mul_1" -> "2141 yolo_v4/sync_batch_normalization_77/batchnorm/add_1"; -"2135 yolo_v4/sync_batch_normalization_77/batchnorm/ReadVariableOp_1/resource" -> "2136 yolo_v4/sync_batch_normalization_77/batchnorm/ReadVariableOp_1"; -"2136 yolo_v4/sync_batch_normalization_77/batchnorm/ReadVariableOp_1" -> "2137 yolo_v4/sync_batch_normalization_77/batchnorm/mul_2"; -"2137 yolo_v4/sync_batch_normalization_77/batchnorm/mul_2" -> "2140 yolo_v4/sync_batch_normalization_77/batchnorm/sub"; -"2138 yolo_v4/sync_batch_normalization_77/batchnorm/ReadVariableOp_2/resource" -> "2139 yolo_v4/sync_batch_normalization_77/batchnorm/ReadVariableOp_2"; -"2139 yolo_v4/sync_batch_normalization_77/batchnorm/ReadVariableOp_2" -> "2140 yolo_v4/sync_batch_normalization_77/batchnorm/sub"; -"2140 yolo_v4/sync_batch_normalization_77/batchnorm/sub" -> "2141 yolo_v4/sync_batch_normalization_77/batchnorm/add_1"; -"2141 yolo_v4/sync_batch_normalization_77/batchnorm/add_1" -> "2142 yolo_v4/leaky_re_lu_5/LeakyRelu"; -"2142 yolo_v4/leaky_re_lu_5/LeakyRelu" -> "2150 yolo_v4/conv2d_78/Conv2D"; -"2142 yolo_v4/leaky_re_lu_5/LeakyRelu" -> "2687 yolo_v4/concatenate_9/concat"; -"2143 yolo_v4/conv2d_78/Sigmoid/ReadVariableOp/resource" -> "2144 yolo_v4/conv2d_78/Sigmoid/ReadVariableOp"; -"2144 yolo_v4/conv2d_78/Sigmoid/ReadVariableOp" -> "2145 yolo_v4/conv2d_78/Sigmoid"; -"2145 yolo_v4/conv2d_78/Sigmoid" -> "2146 yolo_v4/conv2d_78/Round"; -"2146 yolo_v4/conv2d_78/Round" -> "2149 yolo_v4/conv2d_78/mul"; -"2147 yolo_v4/conv2d_78/ReadVariableOp/resource" -> "2148 yolo_v4/conv2d_78/ReadVariableOp"; -"2148 yolo_v4/conv2d_78/ReadVariableOp" -> "2149 yolo_v4/conv2d_78/mul"; -"2149 yolo_v4/conv2d_78/mul" -> "2150 yolo_v4/conv2d_78/Conv2D"; -"2150 yolo_v4/conv2d_78/Conv2D" -> "2159 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yolo_v4/sync_batch_normalization_79/batchnorm/mul" -> "2184 yolo_v4/sync_batch_normalization_79/batchnorm/mul_1"; -"2183 yolo_v4/sync_batch_normalization_79/batchnorm/mul" -> "2187 yolo_v4/sync_batch_normalization_79/batchnorm/mul_2"; -"2184 yolo_v4/sync_batch_normalization_79/batchnorm/mul_1" -> "2191 yolo_v4/sync_batch_normalization_79/batchnorm/add_1"; -"2185 yolo_v4/sync_batch_normalization_79/batchnorm/ReadVariableOp_1/resource" -> "2186 yolo_v4/sync_batch_normalization_79/batchnorm/ReadVariableOp_1"; -"2186 yolo_v4/sync_batch_normalization_79/batchnorm/ReadVariableOp_1" -> "2187 yolo_v4/sync_batch_normalization_79/batchnorm/mul_2"; -"2187 yolo_v4/sync_batch_normalization_79/batchnorm/mul_2" -> "2190 yolo_v4/sync_batch_normalization_79/batchnorm/sub"; -"2188 yolo_v4/sync_batch_normalization_79/batchnorm/ReadVariableOp_2/resource" -> "2189 yolo_v4/sync_batch_normalization_79/batchnorm/ReadVariableOp_2"; -"2189 yolo_v4/sync_batch_normalization_79/batchnorm/ReadVariableOp_2" -> "2190 yolo_v4/sync_batch_normalization_79/batchnorm/sub"; -"2190 yolo_v4/sync_batch_normalization_79/batchnorm/sub" -> "2191 yolo_v4/sync_batch_normalization_79/batchnorm/add_1"; -"2191 yolo_v4/sync_batch_normalization_79/batchnorm/add_1" -> "2192 yolo_v4/leaky_re_lu_7/LeakyRelu"; -"2192 yolo_v4/leaky_re_lu_7/LeakyRelu" -> "2198 yolo_v4/concatenate_6/concat"; -"2193 yolo_v4/up_sampling2d/Const" -> "2195 yolo_v4/up_sampling2d/mul"; -"2194 yolo_v4/up_sampling2d/Const_1" -> "2195 yolo_v4/up_sampling2d/mul"; -"2195 yolo_v4/up_sampling2d/mul" -> "2196 yolo_v4/up_sampling2d/resize/ResizeNearestNeighbor"; -"2196 yolo_v4/up_sampling2d/resize/ResizeNearestNeighbor" -> "2198 yolo_v4/concatenate_6/concat"; -"2197 yolo_v4/concatenate_6/concat/axis" -> "2198 yolo_v4/concatenate_6/concat"; -"2198 yolo_v4/concatenate_6/concat" -> "2206 yolo_v4/conv2d_80/Conv2D"; -"2199 yolo_v4/conv2d_80/Sigmoid/ReadVariableOp/resource" -> "2200 yolo_v4/conv2d_80/Sigmoid/ReadVariableOp"; -"2200 yolo_v4/conv2d_80/Sigmoid/ReadVariableOp" -> "2201 yolo_v4/conv2d_80/Sigmoid"; -"2201 yolo_v4/conv2d_80/Sigmoid" -> "2202 yolo_v4/conv2d_80/Round"; -"2202 yolo_v4/conv2d_80/Round" -> "2205 yolo_v4/conv2d_80/mul"; -"2203 yolo_v4/conv2d_80/ReadVariableOp/resource" -> "2204 yolo_v4/conv2d_80/ReadVariableOp"; -"2204 yolo_v4/conv2d_80/ReadVariableOp" -> "2205 yolo_v4/conv2d_80/mul"; -"2205 yolo_v4/conv2d_80/mul" -> "2206 yolo_v4/conv2d_80/Conv2D"; -"2206 yolo_v4/conv2d_80/Conv2D" -> "2215 yolo_v4/sync_batch_normalization_80/batchnorm/mul_1"; -"2207 yolo_v4/sync_batch_normalization_80/batchnorm/ReadVariableOp/resource" -> "2208 yolo_v4/sync_batch_normalization_80/batchnorm/ReadVariableOp"; -"2208 yolo_v4/sync_batch_normalization_80/batchnorm/ReadVariableOp" -> "2210 yolo_v4/sync_batch_normalization_80/batchnorm/add"; -"2209 yolo_v4/sync_batch_normalization_80/batchnorm/add/y" -> "2210 yolo_v4/sync_batch_normalization_80/batchnorm/add"; -"2210 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yolo_v4/conv2d_81/Sigmoid/ReadVariableOp"; -"2225 yolo_v4/conv2d_81/Sigmoid/ReadVariableOp" -> "2226 yolo_v4/conv2d_81/Sigmoid"; -"2226 yolo_v4/conv2d_81/Sigmoid" -> "2227 yolo_v4/conv2d_81/Round"; -"2227 yolo_v4/conv2d_81/Round" -> "2230 yolo_v4/conv2d_81/mul"; -"2228 yolo_v4/conv2d_81/ReadVariableOp/resource" -> "2229 yolo_v4/conv2d_81/ReadVariableOp"; -"2229 yolo_v4/conv2d_81/ReadVariableOp" -> "2230 yolo_v4/conv2d_81/mul"; -"2230 yolo_v4/conv2d_81/mul" -> "2231 yolo_v4/conv2d_81/Conv2D"; -"2231 yolo_v4/conv2d_81/Conv2D" -> "2240 yolo_v4/sync_batch_normalization_81/batchnorm/mul_1"; -"2232 yolo_v4/sync_batch_normalization_81/batchnorm/ReadVariableOp/resource" -> "2233 yolo_v4/sync_batch_normalization_81/batchnorm/ReadVariableOp"; -"2233 yolo_v4/sync_batch_normalization_81/batchnorm/ReadVariableOp" -> "2235 yolo_v4/sync_batch_normalization_81/batchnorm/add"; -"2234 yolo_v4/sync_batch_normalization_81/batchnorm/add/y" -> "2235 yolo_v4/sync_batch_normalization_81/batchnorm/add"; -"2235 yolo_v4/sync_batch_normalization_81/batchnorm/add" -> "2236 yolo_v4/sync_batch_normalization_81/batchnorm/Rsqrt"; -"2236 yolo_v4/sync_batch_normalization_81/batchnorm/Rsqrt" -> "2239 yolo_v4/sync_batch_normalization_81/batchnorm/mul"; -"2237 yolo_v4/sync_batch_normalization_81/batchnorm/mul/ReadVariableOp/resource" -> "2238 yolo_v4/sync_batch_normalization_81/batchnorm/mul/ReadVariableOp"; -"2238 yolo_v4/sync_batch_normalization_81/batchnorm/mul/ReadVariableOp" -> "2239 yolo_v4/sync_batch_normalization_81/batchnorm/mul"; -"2239 yolo_v4/sync_batch_normalization_81/batchnorm/mul" -> "2240 yolo_v4/sync_batch_normalization_81/batchnorm/mul_1"; -"2239 yolo_v4/sync_batch_normalization_81/batchnorm/mul" -> "2243 yolo_v4/sync_batch_normalization_81/batchnorm/mul_2"; -"2240 yolo_v4/sync_batch_normalization_81/batchnorm/mul_1" -> "2247 yolo_v4/sync_batch_normalization_81/batchnorm/add_1"; -"2241 yolo_v4/sync_batch_normalization_81/batchnorm/ReadVariableOp_1/resource" -> "2242 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yolo_v4/sync_batch_normalization_85/batchnorm/ReadVariableOp_1/resource" -> "2342 yolo_v4/sync_batch_normalization_85/batchnorm/ReadVariableOp_1"; -"2342 yolo_v4/sync_batch_normalization_85/batchnorm/ReadVariableOp_1" -> "2343 yolo_v4/sync_batch_normalization_85/batchnorm/mul_2"; -"2343 yolo_v4/sync_batch_normalization_85/batchnorm/mul_2" -> "2346 yolo_v4/sync_batch_normalization_85/batchnorm/sub"; -"2344 yolo_v4/sync_batch_normalization_85/batchnorm/ReadVariableOp_2/resource" -> "2345 yolo_v4/sync_batch_normalization_85/batchnorm/ReadVariableOp_2"; -"2345 yolo_v4/sync_batch_normalization_85/batchnorm/ReadVariableOp_2" -> "2346 yolo_v4/sync_batch_normalization_85/batchnorm/sub"; -"2346 yolo_v4/sync_batch_normalization_85/batchnorm/sub" -> "2347 yolo_v4/sync_batch_normalization_85/batchnorm/add_1"; -"2347 yolo_v4/sync_batch_normalization_85/batchnorm/add_1" -> "2356 yolo_v4/leaky_re_lu_13/LeakyRelu"; -"2348 yolo_v4/conv2d_86/Sigmoid/ReadVariableOp/resource" -> "2349 yolo_v4/conv2d_86/Sigmoid/ReadVariableOp"; -"2349 yolo_v4/conv2d_86/Sigmoid/ReadVariableOp" -> "2350 yolo_v4/conv2d_86/Sigmoid"; -"2350 yolo_v4/conv2d_86/Sigmoid" -> "2351 yolo_v4/conv2d_86/Round"; -"2351 yolo_v4/conv2d_86/Round" -> "2354 yolo_v4/conv2d_86/mul"; -"2352 yolo_v4/conv2d_86/ReadVariableOp/resource" -> "2353 yolo_v4/conv2d_86/ReadVariableOp"; -"2353 yolo_v4/conv2d_86/ReadVariableOp" -> "2354 yolo_v4/conv2d_86/mul"; -"2354 yolo_v4/conv2d_86/mul" -> "2355 yolo_v4/conv2d_86/Conv2D"; -"2355 yolo_v4/conv2d_86/Conv2D" -> "2365 yolo_v4/sync_batch_normalization_86/batchnorm/mul_1"; -"2356 yolo_v4/leaky_re_lu_13/LeakyRelu" -> "2377 yolo_v4/up_sampling2d_1/resize/ResizeNearestNeighbor"; -"2357 yolo_v4/sync_batch_normalization_86/batchnorm/ReadVariableOp/resource" -> "2358 yolo_v4/sync_batch_normalization_86/batchnorm/ReadVariableOp"; -"2358 yolo_v4/sync_batch_normalization_86/batchnorm/ReadVariableOp" -> "2360 yolo_v4/sync_batch_normalization_86/batchnorm/add"; -"2359 yolo_v4/sync_batch_normalization_86/batchnorm/add/y" -> "2360 yolo_v4/sync_batch_normalization_86/batchnorm/add"; -"2360 yolo_v4/sync_batch_normalization_86/batchnorm/add" -> "2361 yolo_v4/sync_batch_normalization_86/batchnorm/Rsqrt"; -"2361 yolo_v4/sync_batch_normalization_86/batchnorm/Rsqrt" -> "2364 yolo_v4/sync_batch_normalization_86/batchnorm/mul"; -"2362 yolo_v4/sync_batch_normalization_86/batchnorm/mul/ReadVariableOp/resource" -> "2363 yolo_v4/sync_batch_normalization_86/batchnorm/mul/ReadVariableOp"; -"2363 yolo_v4/sync_batch_normalization_86/batchnorm/mul/ReadVariableOp" -> "2364 yolo_v4/sync_batch_normalization_86/batchnorm/mul"; -"2364 yolo_v4/sync_batch_normalization_86/batchnorm/mul" -> "2365 yolo_v4/sync_batch_normalization_86/batchnorm/mul_1"; -"2364 yolo_v4/sync_batch_normalization_86/batchnorm/mul" -> "2368 yolo_v4/sync_batch_normalization_86/batchnorm/mul_2"; -"2365 yolo_v4/sync_batch_normalization_86/batchnorm/mul_1" -> "2372 yolo_v4/sync_batch_normalization_86/batchnorm/add_1"; -"2366 yolo_v4/sync_batch_normalization_86/batchnorm/ReadVariableOp_1/resource" -> "2367 yolo_v4/sync_batch_normalization_86/batchnorm/ReadVariableOp_1"; -"2367 yolo_v4/sync_batch_normalization_86/batchnorm/ReadVariableOp_1" -> "2368 yolo_v4/sync_batch_normalization_86/batchnorm/mul_2"; -"2368 yolo_v4/sync_batch_normalization_86/batchnorm/mul_2" -> "2371 yolo_v4/sync_batch_normalization_86/batchnorm/sub"; -"2369 yolo_v4/sync_batch_normalization_86/batchnorm/ReadVariableOp_2/resource" -> "2370 yolo_v4/sync_batch_normalization_86/batchnorm/ReadVariableOp_2"; -"2370 yolo_v4/sync_batch_normalization_86/batchnorm/ReadVariableOp_2" -> "2371 yolo_v4/sync_batch_normalization_86/batchnorm/sub"; -"2371 yolo_v4/sync_batch_normalization_86/batchnorm/sub" -> "2372 yolo_v4/sync_batch_normalization_86/batchnorm/add_1"; -"2372 yolo_v4/sync_batch_normalization_86/batchnorm/add_1" -> "2373 yolo_v4/leaky_re_lu_14/LeakyRelu"; -"2373 yolo_v4/leaky_re_lu_14/LeakyRelu" -> "2379 yolo_v4/concatenate_7/concat"; -"2374 yolo_v4/up_sampling2d_1/Const" -> "2376 yolo_v4/up_sampling2d_1/mul"; -"2375 yolo_v4/up_sampling2d_1/Const_1" -> "2376 yolo_v4/up_sampling2d_1/mul"; -"2376 yolo_v4/up_sampling2d_1/mul" -> "2377 yolo_v4/up_sampling2d_1/resize/ResizeNearestNeighbor"; -"2377 yolo_v4/up_sampling2d_1/resize/ResizeNearestNeighbor" -> "2379 yolo_v4/concatenate_7/concat"; -"2378 yolo_v4/concatenate_7/concat/axis" -> "2379 yolo_v4/concatenate_7/concat"; -"2379 yolo_v4/concatenate_7/concat" -> "2387 yolo_v4/conv2d_87/Conv2D"; -"2380 yolo_v4/conv2d_87/Sigmoid/ReadVariableOp/resource" -> "2381 yolo_v4/conv2d_87/Sigmoid/ReadVariableOp"; -"2381 yolo_v4/conv2d_87/Sigmoid/ReadVariableOp" -> "2382 yolo_v4/conv2d_87/Sigmoid"; -"2382 yolo_v4/conv2d_87/Sigmoid" -> "2383 yolo_v4/conv2d_87/Round"; -"2383 yolo_v4/conv2d_87/Round" -> "2386 yolo_v4/conv2d_87/mul"; -"2384 yolo_v4/conv2d_87/ReadVariableOp/resource" -> "2385 yolo_v4/conv2d_87/ReadVariableOp"; -"2385 yolo_v4/conv2d_87/ReadVariableOp" -> "2386 yolo_v4/conv2d_87/mul"; -"2386 yolo_v4/conv2d_87/mul" -> "2387 yolo_v4/conv2d_87/Conv2D"; -"2387 yolo_v4/conv2d_87/Conv2D" -> "2396 yolo_v4/sync_batch_normalization_87/batchnorm/mul_1"; -"2388 yolo_v4/sync_batch_normalization_87/batchnorm/ReadVariableOp/resource" -> "2389 yolo_v4/sync_batch_normalization_87/batchnorm/ReadVariableOp"; -"2389 yolo_v4/sync_batch_normalization_87/batchnorm/ReadVariableOp" -> "2391 yolo_v4/sync_batch_normalization_87/batchnorm/add"; -"2390 yolo_v4/sync_batch_normalization_87/batchnorm/add/y" -> "2391 yolo_v4/sync_batch_normalization_87/batchnorm/add"; -"2391 yolo_v4/sync_batch_normalization_87/batchnorm/add" -> "2392 yolo_v4/sync_batch_normalization_87/batchnorm/Rsqrt"; -"2392 yolo_v4/sync_batch_normalization_87/batchnorm/Rsqrt" -> "2395 yolo_v4/sync_batch_normalization_87/batchnorm/mul"; -"2393 yolo_v4/sync_batch_normalization_87/batchnorm/mul/ReadVariableOp/resource" -> 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yolo_v4/conv2d_88/ReadVariableOp"; -"2410 yolo_v4/conv2d_88/ReadVariableOp" -> "2411 yolo_v4/conv2d_88/mul"; -"2411 yolo_v4/conv2d_88/mul" -> "2412 yolo_v4/conv2d_88/Conv2D"; -"2412 yolo_v4/conv2d_88/Conv2D" -> "2421 yolo_v4/sync_batch_normalization_88/batchnorm/mul_1"; -"2413 yolo_v4/sync_batch_normalization_88/batchnorm/ReadVariableOp/resource" -> "2414 yolo_v4/sync_batch_normalization_88/batchnorm/ReadVariableOp"; -"2414 yolo_v4/sync_batch_normalization_88/batchnorm/ReadVariableOp" -> "2416 yolo_v4/sync_batch_normalization_88/batchnorm/add"; -"2415 yolo_v4/sync_batch_normalization_88/batchnorm/add/y" -> "2416 yolo_v4/sync_batch_normalization_88/batchnorm/add"; -"2416 yolo_v4/sync_batch_normalization_88/batchnorm/add" -> "2417 yolo_v4/sync_batch_normalization_88/batchnorm/Rsqrt"; -"2417 yolo_v4/sync_batch_normalization_88/batchnorm/Rsqrt" -> "2420 yolo_v4/sync_batch_normalization_88/batchnorm/mul"; -"2418 yolo_v4/sync_batch_normalization_88/batchnorm/mul/ReadVariableOp/resource" -> 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yolo_v4/conv2d_89/ReadVariableOp"; -"2435 yolo_v4/conv2d_89/ReadVariableOp" -> "2436 yolo_v4/conv2d_89/mul"; -"2436 yolo_v4/conv2d_89/mul" -> "2437 yolo_v4/conv2d_89/Conv2D"; -"2437 yolo_v4/conv2d_89/Conv2D" -> "2446 yolo_v4/sync_batch_normalization_89/batchnorm/mul_1"; -"2438 yolo_v4/sync_batch_normalization_89/batchnorm/ReadVariableOp/resource" -> "2439 yolo_v4/sync_batch_normalization_89/batchnorm/ReadVariableOp"; -"2439 yolo_v4/sync_batch_normalization_89/batchnorm/ReadVariableOp" -> "2441 yolo_v4/sync_batch_normalization_89/batchnorm/add"; -"2440 yolo_v4/sync_batch_normalization_89/batchnorm/add/y" -> "2441 yolo_v4/sync_batch_normalization_89/batchnorm/add"; -"2441 yolo_v4/sync_batch_normalization_89/batchnorm/add" -> "2442 yolo_v4/sync_batch_normalization_89/batchnorm/Rsqrt"; -"2442 yolo_v4/sync_batch_normalization_89/batchnorm/Rsqrt" -> "2445 yolo_v4/sync_batch_normalization_89/batchnorm/mul"; -"2443 yolo_v4/sync_batch_normalization_89/batchnorm/mul/ReadVariableOp/resource" -> "2444 yolo_v4/sync_batch_normalization_89/batchnorm/mul/ReadVariableOp"; -"2444 yolo_v4/sync_batch_normalization_89/batchnorm/mul/ReadVariableOp" -> "2445 yolo_v4/sync_batch_normalization_89/batchnorm/mul"; -"2445 yolo_v4/sync_batch_normalization_89/batchnorm/mul" -> "2446 yolo_v4/sync_batch_normalization_89/batchnorm/mul_1"; -"2445 yolo_v4/sync_batch_normalization_89/batchnorm/mul" -> "2449 yolo_v4/sync_batch_normalization_89/batchnorm/mul_2"; -"2446 yolo_v4/sync_batch_normalization_89/batchnorm/mul_1" -> "2453 yolo_v4/sync_batch_normalization_89/batchnorm/add_1"; -"2447 yolo_v4/sync_batch_normalization_89/batchnorm/ReadVariableOp_1/resource" -> "2448 yolo_v4/sync_batch_normalization_89/batchnorm/ReadVariableOp_1"; -"2448 yolo_v4/sync_batch_normalization_89/batchnorm/ReadVariableOp_1" -> "2449 yolo_v4/sync_batch_normalization_89/batchnorm/mul_2"; -"2449 yolo_v4/sync_batch_normalization_89/batchnorm/mul_2" -> "2452 yolo_v4/sync_batch_normalization_89/batchnorm/sub"; -"2450 yolo_v4/sync_batch_normalization_89/batchnorm/ReadVariableOp_2/resource" -> "2451 yolo_v4/sync_batch_normalization_89/batchnorm/ReadVariableOp_2"; -"2451 yolo_v4/sync_batch_normalization_89/batchnorm/ReadVariableOp_2" -> "2452 yolo_v4/sync_batch_normalization_89/batchnorm/sub"; -"2452 yolo_v4/sync_batch_normalization_89/batchnorm/sub" -> "2453 yolo_v4/sync_batch_normalization_89/batchnorm/add_1"; -"2453 yolo_v4/sync_batch_normalization_89/batchnorm/add_1" -> "2454 yolo_v4/leaky_re_lu_17/LeakyRelu"; -"2454 yolo_v4/leaky_re_lu_17/LeakyRelu" -> "2462 yolo_v4/conv2d_90/Conv2D"; -"2455 yolo_v4/conv2d_90/Sigmoid/ReadVariableOp/resource" -> "2456 yolo_v4/conv2d_90/Sigmoid/ReadVariableOp"; -"2456 yolo_v4/conv2d_90/Sigmoid/ReadVariableOp" -> "2457 yolo_v4/conv2d_90/Sigmoid"; -"2457 yolo_v4/conv2d_90/Sigmoid" -> "2458 yolo_v4/conv2d_90/Round"; -"2458 yolo_v4/conv2d_90/Round" -> "2461 yolo_v4/conv2d_90/mul"; -"2459 yolo_v4/conv2d_90/ReadVariableOp/resource" -> "2460 yolo_v4/conv2d_90/ReadVariableOp"; -"2460 yolo_v4/conv2d_90/ReadVariableOp" -> "2461 yolo_v4/conv2d_90/mul"; -"2461 yolo_v4/conv2d_90/mul" -> "2462 yolo_v4/conv2d_90/Conv2D"; -"2462 yolo_v4/conv2d_90/Conv2D" -> "2471 yolo_v4/sync_batch_normalization_90/batchnorm/mul_1"; -"2463 yolo_v4/sync_batch_normalization_90/batchnorm/ReadVariableOp/resource" -> "2464 yolo_v4/sync_batch_normalization_90/batchnorm/ReadVariableOp"; -"2464 yolo_v4/sync_batch_normalization_90/batchnorm/ReadVariableOp" -> "2466 yolo_v4/sync_batch_normalization_90/batchnorm/add"; -"2465 yolo_v4/sync_batch_normalization_90/batchnorm/add/y" -> "2466 yolo_v4/sync_batch_normalization_90/batchnorm/add"; -"2466 yolo_v4/sync_batch_normalization_90/batchnorm/add" -> "2467 yolo_v4/sync_batch_normalization_90/batchnorm/Rsqrt"; -"2467 yolo_v4/sync_batch_normalization_90/batchnorm/Rsqrt" -> "2470 yolo_v4/sync_batch_normalization_90/batchnorm/mul"; -"2468 yolo_v4/sync_batch_normalization_90/batchnorm/mul/ReadVariableOp/resource" -> "2469 yolo_v4/sync_batch_normalization_90/batchnorm/mul/ReadVariableOp"; -"2469 yolo_v4/sync_batch_normalization_90/batchnorm/mul/ReadVariableOp" -> "2470 yolo_v4/sync_batch_normalization_90/batchnorm/mul"; -"2470 yolo_v4/sync_batch_normalization_90/batchnorm/mul" -> "2471 yolo_v4/sync_batch_normalization_90/batchnorm/mul_1"; -"2470 yolo_v4/sync_batch_normalization_90/batchnorm/mul" -> "2474 yolo_v4/sync_batch_normalization_90/batchnorm/mul_2"; -"2471 yolo_v4/sync_batch_normalization_90/batchnorm/mul_1" -> "2478 yolo_v4/sync_batch_normalization_90/batchnorm/add_1"; -"2472 yolo_v4/sync_batch_normalization_90/batchnorm/ReadVariableOp_1/resource" -> "2473 yolo_v4/sync_batch_normalization_90/batchnorm/ReadVariableOp_1"; -"2473 yolo_v4/sync_batch_normalization_90/batchnorm/ReadVariableOp_1" -> "2474 yolo_v4/sync_batch_normalization_90/batchnorm/mul_2"; -"2474 yolo_v4/sync_batch_normalization_90/batchnorm/mul_2" -> "2477 yolo_v4/sync_batch_normalization_90/batchnorm/sub"; -"2475 yolo_v4/sync_batch_normalization_90/batchnorm/ReadVariableOp_2/resource" -> "2476 yolo_v4/sync_batch_normalization_90/batchnorm/ReadVariableOp_2"; -"2476 yolo_v4/sync_batch_normalization_90/batchnorm/ReadVariableOp_2" -> "2477 yolo_v4/sync_batch_normalization_90/batchnorm/sub"; -"2477 yolo_v4/sync_batch_normalization_90/batchnorm/sub" -> "2478 yolo_v4/sync_batch_normalization_90/batchnorm/add_1"; -"2478 yolo_v4/sync_batch_normalization_90/batchnorm/add_1" -> "2479 yolo_v4/leaky_re_lu_18/LeakyRelu"; -"2479 yolo_v4/leaky_re_lu_18/LeakyRelu" -> "2487 yolo_v4/conv2d_91/Conv2D"; -"2480 yolo_v4/conv2d_91/Sigmoid/ReadVariableOp/resource" -> "2481 yolo_v4/conv2d_91/Sigmoid/ReadVariableOp"; -"2481 yolo_v4/conv2d_91/Sigmoid/ReadVariableOp" -> "2482 yolo_v4/conv2d_91/Sigmoid"; -"2482 yolo_v4/conv2d_91/Sigmoid" -> "2483 yolo_v4/conv2d_91/Round"; -"2483 yolo_v4/conv2d_91/Round" -> "2486 yolo_v4/conv2d_91/mul"; -"2484 yolo_v4/conv2d_91/ReadVariableOp/resource" -> "2485 yolo_v4/conv2d_91/ReadVariableOp"; -"2485 yolo_v4/conv2d_91/ReadVariableOp" -> "2486 yolo_v4/conv2d_91/mul"; -"2486 yolo_v4/conv2d_91/mul" -> "2487 yolo_v4/conv2d_91/Conv2D"; -"2487 yolo_v4/conv2d_91/Conv2D" -> "2496 yolo_v4/sync_batch_normalization_91/batchnorm/mul_1"; -"2488 yolo_v4/sync_batch_normalization_91/batchnorm/ReadVariableOp/resource" -> "2489 yolo_v4/sync_batch_normalization_91/batchnorm/ReadVariableOp"; -"2489 yolo_v4/sync_batch_normalization_91/batchnorm/ReadVariableOp" -> "2491 yolo_v4/sync_batch_normalization_91/batchnorm/add"; -"2490 yolo_v4/sync_batch_normalization_91/batchnorm/add/y" -> "2491 yolo_v4/sync_batch_normalization_91/batchnorm/add"; -"2491 yolo_v4/sync_batch_normalization_91/batchnorm/add" -> "2492 yolo_v4/sync_batch_normalization_91/batchnorm/Rsqrt"; -"2492 yolo_v4/sync_batch_normalization_91/batchnorm/Rsqrt" -> "2495 yolo_v4/sync_batch_normalization_91/batchnorm/mul"; -"2493 yolo_v4/sync_batch_normalization_91/batchnorm/mul/ReadVariableOp/resource" -> "2494 yolo_v4/sync_batch_normalization_91/batchnorm/mul/ReadVariableOp"; -"2494 yolo_v4/sync_batch_normalization_91/batchnorm/mul/ReadVariableOp" -> "2495 yolo_v4/sync_batch_normalization_91/batchnorm/mul"; -"2495 yolo_v4/sync_batch_normalization_91/batchnorm/mul" -> "2496 yolo_v4/sync_batch_normalization_91/batchnorm/mul_1"; -"2495 yolo_v4/sync_batch_normalization_91/batchnorm/mul" -> "2499 yolo_v4/sync_batch_normalization_91/batchnorm/mul_2"; -"2496 yolo_v4/sync_batch_normalization_91/batchnorm/mul_1" -> "2503 yolo_v4/sync_batch_normalization_91/batchnorm/add_1"; -"2497 yolo_v4/sync_batch_normalization_91/batchnorm/ReadVariableOp_1/resource" -> "2498 yolo_v4/sync_batch_normalization_91/batchnorm/ReadVariableOp_1"; -"2498 yolo_v4/sync_batch_normalization_91/batchnorm/ReadVariableOp_1" -> "2499 yolo_v4/sync_batch_normalization_91/batchnorm/mul_2"; -"2499 yolo_v4/sync_batch_normalization_91/batchnorm/mul_2" -> "2502 yolo_v4/sync_batch_normalization_91/batchnorm/sub"; -"2500 yolo_v4/sync_batch_normalization_91/batchnorm/ReadVariableOp_2/resource" -> "2501 yolo_v4/sync_batch_normalization_91/batchnorm/ReadVariableOp_2"; -"2501 yolo_v4/sync_batch_normalization_91/batchnorm/ReadVariableOp_2" -> "2502 yolo_v4/sync_batch_normalization_91/batchnorm/sub"; -"2502 yolo_v4/sync_batch_normalization_91/batchnorm/sub" -> "2503 yolo_v4/sync_batch_normalization_91/batchnorm/add_1"; -"2503 yolo_v4/sync_batch_normalization_91/batchnorm/add_1" -> "2504 yolo_v4/leaky_re_lu_19/LeakyRelu"; -"2504 yolo_v4/leaky_re_lu_19/LeakyRelu" -> "2506 yolo_v4/zero_padding2d_5/Pad"; -"2504 yolo_v4/leaky_re_lu_19/LeakyRelu" -> "2820 yolo_v4/conv2d_92/Conv2D"; -"2505 yolo_v4/zero_padding2d_5/Pad/paddings" -> "2506 yolo_v4/zero_padding2d_5/Pad"; -"2506 yolo_v4/zero_padding2d_5/Pad" -> "2514 yolo_v4/conv2d_93/Conv2D"; -"2507 yolo_v4/conv2d_93/Sigmoid/ReadVariableOp/resource" -> "2508 yolo_v4/conv2d_93/Sigmoid/ReadVariableOp"; -"2508 yolo_v4/conv2d_93/Sigmoid/ReadVariableOp" -> "2509 yolo_v4/conv2d_93/Sigmoid"; -"2509 yolo_v4/conv2d_93/Sigmoid" -> "2510 yolo_v4/conv2d_93/Round"; -"2510 yolo_v4/conv2d_93/Round" -> "2513 yolo_v4/conv2d_93/mul"; -"2511 yolo_v4/conv2d_93/ReadVariableOp/resource" -> "2512 yolo_v4/conv2d_93/ReadVariableOp"; -"2512 yolo_v4/conv2d_93/ReadVariableOp" -> "2513 yolo_v4/conv2d_93/mul"; -"2513 yolo_v4/conv2d_93/mul" -> "2514 yolo_v4/conv2d_93/Conv2D"; -"2514 yolo_v4/conv2d_93/Conv2D" -> "2523 yolo_v4/sync_batch_normalization_93/batchnorm/mul_1"; -"2515 yolo_v4/sync_batch_normalization_93/batchnorm/ReadVariableOp/resource" -> "2516 yolo_v4/sync_batch_normalization_93/batchnorm/ReadVariableOp"; -"2516 yolo_v4/sync_batch_normalization_93/batchnorm/ReadVariableOp" -> "2518 yolo_v4/sync_batch_normalization_93/batchnorm/add"; -"2517 yolo_v4/sync_batch_normalization_93/batchnorm/add/y" -> "2518 yolo_v4/sync_batch_normalization_93/batchnorm/add"; -"2518 yolo_v4/sync_batch_normalization_93/batchnorm/add" -> "2519 yolo_v4/sync_batch_normalization_93/batchnorm/Rsqrt"; -"2519 yolo_v4/sync_batch_normalization_93/batchnorm/Rsqrt" -> "2522 yolo_v4/sync_batch_normalization_93/batchnorm/mul"; -"2520 yolo_v4/sync_batch_normalization_93/batchnorm/mul/ReadVariableOp/resource" -> "2521 yolo_v4/sync_batch_normalization_93/batchnorm/mul/ReadVariableOp"; -"2521 yolo_v4/sync_batch_normalization_93/batchnorm/mul/ReadVariableOp" -> "2522 yolo_v4/sync_batch_normalization_93/batchnorm/mul"; -"2522 yolo_v4/sync_batch_normalization_93/batchnorm/mul" -> "2523 yolo_v4/sync_batch_normalization_93/batchnorm/mul_1"; -"2522 yolo_v4/sync_batch_normalization_93/batchnorm/mul" -> "2526 yolo_v4/sync_batch_normalization_93/batchnorm/mul_2"; -"2523 yolo_v4/sync_batch_normalization_93/batchnorm/mul_1" -> "2530 yolo_v4/sync_batch_normalization_93/batchnorm/add_1"; -"2524 yolo_v4/sync_batch_normalization_93/batchnorm/ReadVariableOp_1/resource" -> "2525 yolo_v4/sync_batch_normalization_93/batchnorm/ReadVariableOp_1"; -"2525 yolo_v4/sync_batch_normalization_93/batchnorm/ReadVariableOp_1" -> "2526 yolo_v4/sync_batch_normalization_93/batchnorm/mul_2"; -"2526 yolo_v4/sync_batch_normalization_93/batchnorm/mul_2" -> "2529 yolo_v4/sync_batch_normalization_93/batchnorm/sub"; -"2527 yolo_v4/sync_batch_normalization_93/batchnorm/ReadVariableOp_2/resource" -> "2528 yolo_v4/sync_batch_normalization_93/batchnorm/ReadVariableOp_2"; -"2528 yolo_v4/sync_batch_normalization_93/batchnorm/ReadVariableOp_2" -> "2529 yolo_v4/sync_batch_normalization_93/batchnorm/sub"; -"2529 yolo_v4/sync_batch_normalization_93/batchnorm/sub" -> "2530 yolo_v4/sync_batch_normalization_93/batchnorm/add_1"; -"2530 yolo_v4/sync_batch_normalization_93/batchnorm/add_1" -> "2531 yolo_v4/leaky_re_lu_21/LeakyRelu"; -"2531 yolo_v4/leaky_re_lu_21/LeakyRelu" -> "2533 yolo_v4/concatenate_8/concat"; -"2532 yolo_v4/concatenate_8/concat/axis" -> "2533 yolo_v4/concatenate_8/concat"; -"2533 yolo_v4/concatenate_8/concat" -> "2541 yolo_v4/conv2d_94/Conv2D"; -"2534 yolo_v4/conv2d_94/Sigmoid/ReadVariableOp/resource" -> "2535 yolo_v4/conv2d_94/Sigmoid/ReadVariableOp"; -"2535 yolo_v4/conv2d_94/Sigmoid/ReadVariableOp" -> "2536 yolo_v4/conv2d_94/Sigmoid"; -"2536 yolo_v4/conv2d_94/Sigmoid" -> "2537 yolo_v4/conv2d_94/Round"; -"2537 yolo_v4/conv2d_94/Round" -> "2540 yolo_v4/conv2d_94/mul"; -"2538 yolo_v4/conv2d_94/ReadVariableOp/resource" -> "2539 yolo_v4/conv2d_94/ReadVariableOp"; -"2539 yolo_v4/conv2d_94/ReadVariableOp" -> "2540 yolo_v4/conv2d_94/mul"; -"2540 yolo_v4/conv2d_94/mul" -> "2541 yolo_v4/conv2d_94/Conv2D"; -"2541 yolo_v4/conv2d_94/Conv2D" -> "2550 yolo_v4/sync_batch_normalization_94/batchnorm/mul_1"; -"2542 yolo_v4/sync_batch_normalization_94/batchnorm/ReadVariableOp/resource" -> "2543 yolo_v4/sync_batch_normalization_94/batchnorm/ReadVariableOp"; -"2543 yolo_v4/sync_batch_normalization_94/batchnorm/ReadVariableOp" -> "2545 yolo_v4/sync_batch_normalization_94/batchnorm/add"; -"2544 yolo_v4/sync_batch_normalization_94/batchnorm/add/y" -> "2545 yolo_v4/sync_batch_normalization_94/batchnorm/add"; -"2545 yolo_v4/sync_batch_normalization_94/batchnorm/add" -> "2546 yolo_v4/sync_batch_normalization_94/batchnorm/Rsqrt"; -"2546 yolo_v4/sync_batch_normalization_94/batchnorm/Rsqrt" -> "2549 yolo_v4/sync_batch_normalization_94/batchnorm/mul"; -"2547 yolo_v4/sync_batch_normalization_94/batchnorm/mul/ReadVariableOp/resource" -> "2548 yolo_v4/sync_batch_normalization_94/batchnorm/mul/ReadVariableOp"; -"2548 yolo_v4/sync_batch_normalization_94/batchnorm/mul/ReadVariableOp" -> "2549 yolo_v4/sync_batch_normalization_94/batchnorm/mul"; -"2549 yolo_v4/sync_batch_normalization_94/batchnorm/mul" -> "2550 yolo_v4/sync_batch_normalization_94/batchnorm/mul_1"; -"2549 yolo_v4/sync_batch_normalization_94/batchnorm/mul" -> "2553 yolo_v4/sync_batch_normalization_94/batchnorm/mul_2"; -"2550 yolo_v4/sync_batch_normalization_94/batchnorm/mul_1" -> "2557 yolo_v4/sync_batch_normalization_94/batchnorm/add_1"; -"2551 yolo_v4/sync_batch_normalization_94/batchnorm/ReadVariableOp_1/resource" -> "2552 yolo_v4/sync_batch_normalization_94/batchnorm/ReadVariableOp_1"; -"2552 yolo_v4/sync_batch_normalization_94/batchnorm/ReadVariableOp_1" -> "2553 yolo_v4/sync_batch_normalization_94/batchnorm/mul_2"; -"2553 yolo_v4/sync_batch_normalization_94/batchnorm/mul_2" -> "2556 yolo_v4/sync_batch_normalization_94/batchnorm/sub"; -"2554 yolo_v4/sync_batch_normalization_94/batchnorm/ReadVariableOp_2/resource" -> "2555 yolo_v4/sync_batch_normalization_94/batchnorm/ReadVariableOp_2"; -"2555 yolo_v4/sync_batch_normalization_94/batchnorm/ReadVariableOp_2" -> "2556 yolo_v4/sync_batch_normalization_94/batchnorm/sub"; -"2556 yolo_v4/sync_batch_normalization_94/batchnorm/sub" -> "2557 yolo_v4/sync_batch_normalization_94/batchnorm/add_1"; -"2557 yolo_v4/sync_batch_normalization_94/batchnorm/add_1" -> "2558 yolo_v4/leaky_re_lu_22/LeakyRelu"; -"2558 yolo_v4/leaky_re_lu_22/LeakyRelu" -> "2566 yolo_v4/conv2d_95/Conv2D"; -"2559 yolo_v4/conv2d_95/Sigmoid/ReadVariableOp/resource" -> "2560 yolo_v4/conv2d_95/Sigmoid/ReadVariableOp"; -"2560 yolo_v4/conv2d_95/Sigmoid/ReadVariableOp" -> "2561 yolo_v4/conv2d_95/Sigmoid"; -"2561 yolo_v4/conv2d_95/Sigmoid" -> "2562 yolo_v4/conv2d_95/Round"; -"2562 yolo_v4/conv2d_95/Round" -> "2565 yolo_v4/conv2d_95/mul"; -"2563 yolo_v4/conv2d_95/ReadVariableOp/resource" -> "2564 yolo_v4/conv2d_95/ReadVariableOp"; -"2564 yolo_v4/conv2d_95/ReadVariableOp" -> "2565 yolo_v4/conv2d_95/mul"; -"2565 yolo_v4/conv2d_95/mul" -> "2566 yolo_v4/conv2d_95/Conv2D"; -"2566 yolo_v4/conv2d_95/Conv2D" -> "2575 yolo_v4/sync_batch_normalization_95/batchnorm/mul_1"; -"2567 yolo_v4/sync_batch_normalization_95/batchnorm/ReadVariableOp/resource" -> "2568 yolo_v4/sync_batch_normalization_95/batchnorm/ReadVariableOp"; -"2568 yolo_v4/sync_batch_normalization_95/batchnorm/ReadVariableOp" -> "2570 yolo_v4/sync_batch_normalization_95/batchnorm/add"; -"2569 yolo_v4/sync_batch_normalization_95/batchnorm/add/y" -> "2570 yolo_v4/sync_batch_normalization_95/batchnorm/add"; -"2570 yolo_v4/sync_batch_normalization_95/batchnorm/add" -> "2571 yolo_v4/sync_batch_normalization_95/batchnorm/Rsqrt"; -"2571 yolo_v4/sync_batch_normalization_95/batchnorm/Rsqrt" -> "2574 yolo_v4/sync_batch_normalization_95/batchnorm/mul"; -"2572 yolo_v4/sync_batch_normalization_95/batchnorm/mul/ReadVariableOp/resource" -> "2573 yolo_v4/sync_batch_normalization_95/batchnorm/mul/ReadVariableOp"; -"2573 yolo_v4/sync_batch_normalization_95/batchnorm/mul/ReadVariableOp" -> "2574 yolo_v4/sync_batch_normalization_95/batchnorm/mul"; -"2574 yolo_v4/sync_batch_normalization_95/batchnorm/mul" -> "2575 yolo_v4/sync_batch_normalization_95/batchnorm/mul_1"; -"2574 yolo_v4/sync_batch_normalization_95/batchnorm/mul" -> "2578 yolo_v4/sync_batch_normalization_95/batchnorm/mul_2"; -"2575 yolo_v4/sync_batch_normalization_95/batchnorm/mul_1" -> "2582 yolo_v4/sync_batch_normalization_95/batchnorm/add_1"; -"2576 yolo_v4/sync_batch_normalization_95/batchnorm/ReadVariableOp_1/resource" -> "2577 yolo_v4/sync_batch_normalization_95/batchnorm/ReadVariableOp_1"; -"2577 yolo_v4/sync_batch_normalization_95/batchnorm/ReadVariableOp_1" -> "2578 yolo_v4/sync_batch_normalization_95/batchnorm/mul_2"; -"2578 yolo_v4/sync_batch_normalization_95/batchnorm/mul_2" -> "2581 yolo_v4/sync_batch_normalization_95/batchnorm/sub"; -"2579 yolo_v4/sync_batch_normalization_95/batchnorm/ReadVariableOp_2/resource" -> "2580 yolo_v4/sync_batch_normalization_95/batchnorm/ReadVariableOp_2"; -"2580 yolo_v4/sync_batch_normalization_95/batchnorm/ReadVariableOp_2" -> "2581 yolo_v4/sync_batch_normalization_95/batchnorm/sub"; -"2581 yolo_v4/sync_batch_normalization_95/batchnorm/sub" -> "2582 yolo_v4/sync_batch_normalization_95/batchnorm/add_1"; -"2582 yolo_v4/sync_batch_normalization_95/batchnorm/add_1" -> "2583 yolo_v4/leaky_re_lu_23/LeakyRelu"; -"2583 yolo_v4/leaky_re_lu_23/LeakyRelu" -> "2591 yolo_v4/conv2d_96/Conv2D"; -"2584 yolo_v4/conv2d_96/Sigmoid/ReadVariableOp/resource" -> "2585 yolo_v4/conv2d_96/Sigmoid/ReadVariableOp"; -"2585 yolo_v4/conv2d_96/Sigmoid/ReadVariableOp" -> "2586 yolo_v4/conv2d_96/Sigmoid"; -"2586 yolo_v4/conv2d_96/Sigmoid" -> "2587 yolo_v4/conv2d_96/Round"; -"2587 yolo_v4/conv2d_96/Round" -> "2590 yolo_v4/conv2d_96/mul"; -"2588 yolo_v4/conv2d_96/ReadVariableOp/resource" -> "2589 yolo_v4/conv2d_96/ReadVariableOp"; -"2589 yolo_v4/conv2d_96/ReadVariableOp" -> "2590 yolo_v4/conv2d_96/mul"; -"2590 yolo_v4/conv2d_96/mul" -> "2591 yolo_v4/conv2d_96/Conv2D"; -"2591 yolo_v4/conv2d_96/Conv2D" -> "2600 yolo_v4/sync_batch_normalization_96/batchnorm/mul_1"; -"2592 yolo_v4/sync_batch_normalization_96/batchnorm/ReadVariableOp/resource" -> "2593 yolo_v4/sync_batch_normalization_96/batchnorm/ReadVariableOp"; -"2593 yolo_v4/sync_batch_normalization_96/batchnorm/ReadVariableOp" -> "2595 yolo_v4/sync_batch_normalization_96/batchnorm/add"; -"2594 yolo_v4/sync_batch_normalization_96/batchnorm/add/y" -> "2595 yolo_v4/sync_batch_normalization_96/batchnorm/add"; -"2595 yolo_v4/sync_batch_normalization_96/batchnorm/add" -> "2596 yolo_v4/sync_batch_normalization_96/batchnorm/Rsqrt"; -"2596 yolo_v4/sync_batch_normalization_96/batchnorm/Rsqrt" -> "2599 yolo_v4/sync_batch_normalization_96/batchnorm/mul"; -"2597 yolo_v4/sync_batch_normalization_96/batchnorm/mul/ReadVariableOp/resource" -> "2598 yolo_v4/sync_batch_normalization_96/batchnorm/mul/ReadVariableOp"; -"2598 yolo_v4/sync_batch_normalization_96/batchnorm/mul/ReadVariableOp" -> "2599 yolo_v4/sync_batch_normalization_96/batchnorm/mul"; -"2599 yolo_v4/sync_batch_normalization_96/batchnorm/mul" -> "2600 yolo_v4/sync_batch_normalization_96/batchnorm/mul_1"; -"2599 yolo_v4/sync_batch_normalization_96/batchnorm/mul" -> "2603 yolo_v4/sync_batch_normalization_96/batchnorm/mul_2"; -"2600 yolo_v4/sync_batch_normalization_96/batchnorm/mul_1" -> "2607 yolo_v4/sync_batch_normalization_96/batchnorm/add_1"; -"2601 yolo_v4/sync_batch_normalization_96/batchnorm/ReadVariableOp_1/resource" -> "2602 yolo_v4/sync_batch_normalization_96/batchnorm/ReadVariableOp_1"; -"2602 yolo_v4/sync_batch_normalization_96/batchnorm/ReadVariableOp_1" -> "2603 yolo_v4/sync_batch_normalization_96/batchnorm/mul_2"; -"2603 yolo_v4/sync_batch_normalization_96/batchnorm/mul_2" -> "2606 yolo_v4/sync_batch_normalization_96/batchnorm/sub"; -"2604 yolo_v4/sync_batch_normalization_96/batchnorm/ReadVariableOp_2/resource" -> "2605 yolo_v4/sync_batch_normalization_96/batchnorm/ReadVariableOp_2"; -"2605 yolo_v4/sync_batch_normalization_96/batchnorm/ReadVariableOp_2" -> "2606 yolo_v4/sync_batch_normalization_96/batchnorm/sub"; -"2606 yolo_v4/sync_batch_normalization_96/batchnorm/sub" -> "2607 yolo_v4/sync_batch_normalization_96/batchnorm/add_1"; -"2607 yolo_v4/sync_batch_normalization_96/batchnorm/add_1" -> "2608 yolo_v4/leaky_re_lu_24/LeakyRelu"; -"2608 yolo_v4/leaky_re_lu_24/LeakyRelu" -> "2616 yolo_v4/conv2d_97/Conv2D"; -"2609 yolo_v4/conv2d_97/Sigmoid/ReadVariableOp/resource" -> "2610 yolo_v4/conv2d_97/Sigmoid/ReadVariableOp"; -"2610 yolo_v4/conv2d_97/Sigmoid/ReadVariableOp" -> "2611 yolo_v4/conv2d_97/Sigmoid"; -"2611 yolo_v4/conv2d_97/Sigmoid" -> "2612 yolo_v4/conv2d_97/Round"; -"2612 yolo_v4/conv2d_97/Round" -> "2615 yolo_v4/conv2d_97/mul"; -"2613 yolo_v4/conv2d_97/ReadVariableOp/resource" -> "2614 yolo_v4/conv2d_97/ReadVariableOp"; -"2614 yolo_v4/conv2d_97/ReadVariableOp" -> "2615 yolo_v4/conv2d_97/mul"; -"2615 yolo_v4/conv2d_97/mul" -> "2616 yolo_v4/conv2d_97/Conv2D"; -"2616 yolo_v4/conv2d_97/Conv2D" -> "2625 yolo_v4/sync_batch_normalization_97/batchnorm/mul_1"; -"2617 yolo_v4/sync_batch_normalization_97/batchnorm/ReadVariableOp/resource" -> "2618 yolo_v4/sync_batch_normalization_97/batchnorm/ReadVariableOp"; -"2618 yolo_v4/sync_batch_normalization_97/batchnorm/ReadVariableOp" -> "2620 yolo_v4/sync_batch_normalization_97/batchnorm/add"; -"2619 yolo_v4/sync_batch_normalization_97/batchnorm/add/y" -> "2620 yolo_v4/sync_batch_normalization_97/batchnorm/add"; -"2620 yolo_v4/sync_batch_normalization_97/batchnorm/add" -> "2621 yolo_v4/sync_batch_normalization_97/batchnorm/Rsqrt"; -"2621 yolo_v4/sync_batch_normalization_97/batchnorm/Rsqrt" -> "2624 yolo_v4/sync_batch_normalization_97/batchnorm/mul"; -"2622 yolo_v4/sync_batch_normalization_97/batchnorm/mul/ReadVariableOp/resource" -> "2623 yolo_v4/sync_batch_normalization_97/batchnorm/mul/ReadVariableOp"; -"2623 yolo_v4/sync_batch_normalization_97/batchnorm/mul/ReadVariableOp" -> "2624 yolo_v4/sync_batch_normalization_97/batchnorm/mul"; -"2624 yolo_v4/sync_batch_normalization_97/batchnorm/mul" -> "2625 yolo_v4/sync_batch_normalization_97/batchnorm/mul_1"; -"2624 yolo_v4/sync_batch_normalization_97/batchnorm/mul" -> "2628 yolo_v4/sync_batch_normalization_97/batchnorm/mul_2"; -"2625 yolo_v4/sync_batch_normalization_97/batchnorm/mul_1" -> "2632 yolo_v4/sync_batch_normalization_97/batchnorm/add_1"; -"2626 yolo_v4/sync_batch_normalization_97/batchnorm/ReadVariableOp_1/resource" -> "2627 yolo_v4/sync_batch_normalization_97/batchnorm/ReadVariableOp_1"; -"2627 yolo_v4/sync_batch_normalization_97/batchnorm/ReadVariableOp_1" -> "2628 yolo_v4/sync_batch_normalization_97/batchnorm/mul_2"; -"2628 yolo_v4/sync_batch_normalization_97/batchnorm/mul_2" -> "2631 yolo_v4/sync_batch_normalization_97/batchnorm/sub"; -"2629 yolo_v4/sync_batch_normalization_97/batchnorm/ReadVariableOp_2/resource" -> "2630 yolo_v4/sync_batch_normalization_97/batchnorm/ReadVariableOp_2"; -"2630 yolo_v4/sync_batch_normalization_97/batchnorm/ReadVariableOp_2" -> "2631 yolo_v4/sync_batch_normalization_97/batchnorm/sub"; -"2631 yolo_v4/sync_batch_normalization_97/batchnorm/sub" -> "2632 yolo_v4/sync_batch_normalization_97/batchnorm/add_1"; -"2632 yolo_v4/sync_batch_normalization_97/batchnorm/add_1" -> "2633 yolo_v4/leaky_re_lu_25/LeakyRelu"; -"2633 yolo_v4/leaky_re_lu_25/LeakyRelu" -> "2641 yolo_v4/conv2d_98/Conv2D"; -"2634 yolo_v4/conv2d_98/Sigmoid/ReadVariableOp/resource" -> "2635 yolo_v4/conv2d_98/Sigmoid/ReadVariableOp"; -"2635 yolo_v4/conv2d_98/Sigmoid/ReadVariableOp" -> "2636 yolo_v4/conv2d_98/Sigmoid"; -"2636 yolo_v4/conv2d_98/Sigmoid" -> "2637 yolo_v4/conv2d_98/Round"; -"2637 yolo_v4/conv2d_98/Round" -> "2640 yolo_v4/conv2d_98/mul"; -"2638 yolo_v4/conv2d_98/ReadVariableOp/resource" -> "2639 yolo_v4/conv2d_98/ReadVariableOp"; -"2639 yolo_v4/conv2d_98/ReadVariableOp" -> "2640 yolo_v4/conv2d_98/mul"; -"2640 yolo_v4/conv2d_98/mul" -> "2641 yolo_v4/conv2d_98/Conv2D"; -"2641 yolo_v4/conv2d_98/Conv2D" -> "2650 yolo_v4/sync_batch_normalization_98/batchnorm/mul_1"; -"2642 yolo_v4/sync_batch_normalization_98/batchnorm/ReadVariableOp/resource" -> "2643 yolo_v4/sync_batch_normalization_98/batchnorm/ReadVariableOp"; -"2643 yolo_v4/sync_batch_normalization_98/batchnorm/ReadVariableOp" -> "2645 yolo_v4/sync_batch_normalization_98/batchnorm/add"; -"2644 yolo_v4/sync_batch_normalization_98/batchnorm/add/y" -> "2645 yolo_v4/sync_batch_normalization_98/batchnorm/add"; -"2645 yolo_v4/sync_batch_normalization_98/batchnorm/add" -> "2646 yolo_v4/sync_batch_normalization_98/batchnorm/Rsqrt"; -"2646 yolo_v4/sync_batch_normalization_98/batchnorm/Rsqrt" -> "2649 yolo_v4/sync_batch_normalization_98/batchnorm/mul"; -"2647 yolo_v4/sync_batch_normalization_98/batchnorm/mul/ReadVariableOp/resource" -> "2648 yolo_v4/sync_batch_normalization_98/batchnorm/mul/ReadVariableOp"; -"2648 yolo_v4/sync_batch_normalization_98/batchnorm/mul/ReadVariableOp" -> "2649 yolo_v4/sync_batch_normalization_98/batchnorm/mul"; -"2649 yolo_v4/sync_batch_normalization_98/batchnorm/mul" -> "2650 yolo_v4/sync_batch_normalization_98/batchnorm/mul_1"; -"2649 yolo_v4/sync_batch_normalization_98/batchnorm/mul" -> "2653 yolo_v4/sync_batch_normalization_98/batchnorm/mul_2"; -"2650 yolo_v4/sync_batch_normalization_98/batchnorm/mul_1" -> "2657 yolo_v4/sync_batch_normalization_98/batchnorm/add_1"; -"2651 yolo_v4/sync_batch_normalization_98/batchnorm/ReadVariableOp_1/resource" -> "2652 yolo_v4/sync_batch_normalization_98/batchnorm/ReadVariableOp_1"; -"2652 yolo_v4/sync_batch_normalization_98/batchnorm/ReadVariableOp_1" -> "2653 yolo_v4/sync_batch_normalization_98/batchnorm/mul_2"; -"2653 yolo_v4/sync_batch_normalization_98/batchnorm/mul_2" -> "2656 yolo_v4/sync_batch_normalization_98/batchnorm/sub"; -"2654 yolo_v4/sync_batch_normalization_98/batchnorm/ReadVariableOp_2/resource" -> "2655 yolo_v4/sync_batch_normalization_98/batchnorm/ReadVariableOp_2"; -"2655 yolo_v4/sync_batch_normalization_98/batchnorm/ReadVariableOp_2" -> "2656 yolo_v4/sync_batch_normalization_98/batchnorm/sub"; -"2656 yolo_v4/sync_batch_normalization_98/batchnorm/sub" -> "2657 yolo_v4/sync_batch_normalization_98/batchnorm/add_1"; -"2657 yolo_v4/sync_batch_normalization_98/batchnorm/add_1" -> "2658 yolo_v4/leaky_re_lu_26/LeakyRelu"; -"2658 yolo_v4/leaky_re_lu_26/LeakyRelu" -> "2660 yolo_v4/zero_padding2d_6/Pad"; -"2658 yolo_v4/leaky_re_lu_26/LeakyRelu" -> "2828 yolo_v4/conv2d_99/Conv2D"; -"2659 yolo_v4/zero_padding2d_6/Pad/paddings" -> "2660 yolo_v4/zero_padding2d_6/Pad"; -"2660 yolo_v4/zero_padding2d_6/Pad" -> "2668 yolo_v4/conv2d_100/Conv2D"; -"2661 yolo_v4/conv2d_100/Sigmoid/ReadVariableOp/resource" -> "2662 yolo_v4/conv2d_100/Sigmoid/ReadVariableOp"; -"2662 yolo_v4/conv2d_100/Sigmoid/ReadVariableOp" -> "2663 yolo_v4/conv2d_100/Sigmoid"; -"2663 yolo_v4/conv2d_100/Sigmoid" -> "2664 yolo_v4/conv2d_100/Round"; -"2664 yolo_v4/conv2d_100/Round" -> "2667 yolo_v4/conv2d_100/mul"; -"2665 yolo_v4/conv2d_100/ReadVariableOp/resource" -> "2666 yolo_v4/conv2d_100/ReadVariableOp"; -"2666 yolo_v4/conv2d_100/ReadVariableOp" -> "2667 yolo_v4/conv2d_100/mul"; -"2667 yolo_v4/conv2d_100/mul" -> "2668 yolo_v4/conv2d_100/Conv2D"; -"2668 yolo_v4/conv2d_100/Conv2D" -> "2677 yolo_v4/sync_batch_normalization_100/batchnorm/mul_1"; -"2669 yolo_v4/sync_batch_normalization_100/batchnorm/ReadVariableOp/resource" -> "2670 yolo_v4/sync_batch_normalization_100/batchnorm/ReadVariableOp"; -"2670 yolo_v4/sync_batch_normalization_100/batchnorm/ReadVariableOp" -> "2672 yolo_v4/sync_batch_normalization_100/batchnorm/add"; -"2671 yolo_v4/sync_batch_normalization_100/batchnorm/add/y" -> "2672 yolo_v4/sync_batch_normalization_100/batchnorm/add"; -"2672 yolo_v4/sync_batch_normalization_100/batchnorm/add" -> "2673 yolo_v4/sync_batch_normalization_100/batchnorm/Rsqrt"; -"2673 yolo_v4/sync_batch_normalization_100/batchnorm/Rsqrt" -> "2676 yolo_v4/sync_batch_normalization_100/batchnorm/mul"; -"2674 yolo_v4/sync_batch_normalization_100/batchnorm/mul/ReadVariableOp/resource" -> "2675 yolo_v4/sync_batch_normalization_100/batchnorm/mul/ReadVariableOp"; -"2675 yolo_v4/sync_batch_normalization_100/batchnorm/mul/ReadVariableOp" -> "2676 yolo_v4/sync_batch_normalization_100/batchnorm/mul"; -"2676 yolo_v4/sync_batch_normalization_100/batchnorm/mul" -> "2677 yolo_v4/sync_batch_normalization_100/batchnorm/mul_1"; -"2676 yolo_v4/sync_batch_normalization_100/batchnorm/mul" -> "2680 yolo_v4/sync_batch_normalization_100/batchnorm/mul_2"; -"2677 yolo_v4/sync_batch_normalization_100/batchnorm/mul_1" -> "2684 yolo_v4/sync_batch_normalization_100/batchnorm/add_1"; -"2678 yolo_v4/sync_batch_normalization_100/batchnorm/ReadVariableOp_1/resource" -> "2679 yolo_v4/sync_batch_normalization_100/batchnorm/ReadVariableOp_1"; -"2679 yolo_v4/sync_batch_normalization_100/batchnorm/ReadVariableOp_1" -> "2680 yolo_v4/sync_batch_normalization_100/batchnorm/mul_2"; -"2680 yolo_v4/sync_batch_normalization_100/batchnorm/mul_2" -> "2683 yolo_v4/sync_batch_normalization_100/batchnorm/sub"; -"2681 yolo_v4/sync_batch_normalization_100/batchnorm/ReadVariableOp_2/resource" -> "2682 yolo_v4/sync_batch_normalization_100/batchnorm/ReadVariableOp_2"; -"2682 yolo_v4/sync_batch_normalization_100/batchnorm/ReadVariableOp_2" -> "2683 yolo_v4/sync_batch_normalization_100/batchnorm/sub"; -"2683 yolo_v4/sync_batch_normalization_100/batchnorm/sub" -> "2684 yolo_v4/sync_batch_normalization_100/batchnorm/add_1"; -"2684 yolo_v4/sync_batch_normalization_100/batchnorm/add_1" -> "2685 yolo_v4/leaky_re_lu_28/LeakyRelu"; -"2685 yolo_v4/leaky_re_lu_28/LeakyRelu" -> "2687 yolo_v4/concatenate_9/concat"; -"2686 yolo_v4/concatenate_9/concat/axis" -> "2687 yolo_v4/concatenate_9/concat"; -"2687 yolo_v4/concatenate_9/concat" -> "2695 yolo_v4/conv2d_101/Conv2D"; -"2688 yolo_v4/conv2d_101/Sigmoid/ReadVariableOp/resource" -> "2689 yolo_v4/conv2d_101/Sigmoid/ReadVariableOp"; -"2689 yolo_v4/conv2d_101/Sigmoid/ReadVariableOp" -> "2690 yolo_v4/conv2d_101/Sigmoid"; -"2690 yolo_v4/conv2d_101/Sigmoid" -> "2691 yolo_v4/conv2d_101/Round"; -"2691 yolo_v4/conv2d_101/Round" -> "2694 yolo_v4/conv2d_101/mul"; -"2692 yolo_v4/conv2d_101/ReadVariableOp/resource" -> "2693 yolo_v4/conv2d_101/ReadVariableOp"; -"2693 yolo_v4/conv2d_101/ReadVariableOp" -> "2694 yolo_v4/conv2d_101/mul"; -"2694 yolo_v4/conv2d_101/mul" -> "2695 yolo_v4/conv2d_101/Conv2D"; -"2695 yolo_v4/conv2d_101/Conv2D" -> "2704 yolo_v4/sync_batch_normalization_101/batchnorm/mul_1"; -"2696 yolo_v4/sync_batch_normalization_101/batchnorm/ReadVariableOp/resource" -> "2697 yolo_v4/sync_batch_normalization_101/batchnorm/ReadVariableOp"; -"2697 yolo_v4/sync_batch_normalization_101/batchnorm/ReadVariableOp" -> "2699 yolo_v4/sync_batch_normalization_101/batchnorm/add"; -"2698 yolo_v4/sync_batch_normalization_101/batchnorm/add/y" -> "2699 yolo_v4/sync_batch_normalization_101/batchnorm/add"; -"2699 yolo_v4/sync_batch_normalization_101/batchnorm/add" -> "2700 yolo_v4/sync_batch_normalization_101/batchnorm/Rsqrt"; -"2700 yolo_v4/sync_batch_normalization_101/batchnorm/Rsqrt" -> "2703 yolo_v4/sync_batch_normalization_101/batchnorm/mul"; -"2701 yolo_v4/sync_batch_normalization_101/batchnorm/mul/ReadVariableOp/resource" -> "2702 yolo_v4/sync_batch_normalization_101/batchnorm/mul/ReadVariableOp"; -"2702 yolo_v4/sync_batch_normalization_101/batchnorm/mul/ReadVariableOp" -> "2703 yolo_v4/sync_batch_normalization_101/batchnorm/mul"; -"2703 yolo_v4/sync_batch_normalization_101/batchnorm/mul" -> "2704 yolo_v4/sync_batch_normalization_101/batchnorm/mul_1"; -"2703 yolo_v4/sync_batch_normalization_101/batchnorm/mul" -> "2707 yolo_v4/sync_batch_normalization_101/batchnorm/mul_2"; -"2704 yolo_v4/sync_batch_normalization_101/batchnorm/mul_1" -> "2711 yolo_v4/sync_batch_normalization_101/batchnorm/add_1"; -"2705 yolo_v4/sync_batch_normalization_101/batchnorm/ReadVariableOp_1/resource" -> "2706 yolo_v4/sync_batch_normalization_101/batchnorm/ReadVariableOp_1"; -"2706 yolo_v4/sync_batch_normalization_101/batchnorm/ReadVariableOp_1" -> "2707 yolo_v4/sync_batch_normalization_101/batchnorm/mul_2"; -"2707 yolo_v4/sync_batch_normalization_101/batchnorm/mul_2" -> "2710 yolo_v4/sync_batch_normalization_101/batchnorm/sub"; -"2708 yolo_v4/sync_batch_normalization_101/batchnorm/ReadVariableOp_2/resource" -> "2709 yolo_v4/sync_batch_normalization_101/batchnorm/ReadVariableOp_2"; -"2709 yolo_v4/sync_batch_normalization_101/batchnorm/ReadVariableOp_2" -> "2710 yolo_v4/sync_batch_normalization_101/batchnorm/sub"; -"2710 yolo_v4/sync_batch_normalization_101/batchnorm/sub" -> "2711 yolo_v4/sync_batch_normalization_101/batchnorm/add_1"; -"2711 yolo_v4/sync_batch_normalization_101/batchnorm/add_1" -> "2712 yolo_v4/leaky_re_lu_29/LeakyRelu"; -"2712 yolo_v4/leaky_re_lu_29/LeakyRelu" -> "2720 yolo_v4/conv2d_102/Conv2D"; -"2713 yolo_v4/conv2d_102/Sigmoid/ReadVariableOp/resource" -> "2714 yolo_v4/conv2d_102/Sigmoid/ReadVariableOp"; -"2714 yolo_v4/conv2d_102/Sigmoid/ReadVariableOp" -> "2715 yolo_v4/conv2d_102/Sigmoid"; -"2715 yolo_v4/conv2d_102/Sigmoid" -> "2716 yolo_v4/conv2d_102/Round"; -"2716 yolo_v4/conv2d_102/Round" -> "2719 yolo_v4/conv2d_102/mul"; -"2717 yolo_v4/conv2d_102/ReadVariableOp/resource" -> "2718 yolo_v4/conv2d_102/ReadVariableOp"; -"2718 yolo_v4/conv2d_102/ReadVariableOp" -> "2719 yolo_v4/conv2d_102/mul"; -"2719 yolo_v4/conv2d_102/mul" -> "2720 yolo_v4/conv2d_102/Conv2D"; -"2720 yolo_v4/conv2d_102/Conv2D" -> "2729 yolo_v4/sync_batch_normalization_102/batchnorm/mul_1"; -"2721 yolo_v4/sync_batch_normalization_102/batchnorm/ReadVariableOp/resource" -> "2722 yolo_v4/sync_batch_normalization_102/batchnorm/ReadVariableOp"; -"2722 yolo_v4/sync_batch_normalization_102/batchnorm/ReadVariableOp" -> "2724 yolo_v4/sync_batch_normalization_102/batchnorm/add"; -"2723 yolo_v4/sync_batch_normalization_102/batchnorm/add/y" -> "2724 yolo_v4/sync_batch_normalization_102/batchnorm/add"; -"2724 yolo_v4/sync_batch_normalization_102/batchnorm/add" -> "2725 yolo_v4/sync_batch_normalization_102/batchnorm/Rsqrt"; -"2725 yolo_v4/sync_batch_normalization_102/batchnorm/Rsqrt" -> "2728 yolo_v4/sync_batch_normalization_102/batchnorm/mul"; -"2726 yolo_v4/sync_batch_normalization_102/batchnorm/mul/ReadVariableOp/resource" -> "2727 yolo_v4/sync_batch_normalization_102/batchnorm/mul/ReadVariableOp"; -"2727 yolo_v4/sync_batch_normalization_102/batchnorm/mul/ReadVariableOp" -> "2728 yolo_v4/sync_batch_normalization_102/batchnorm/mul"; -"2728 yolo_v4/sync_batch_normalization_102/batchnorm/mul" -> "2729 yolo_v4/sync_batch_normalization_102/batchnorm/mul_1"; -"2728 yolo_v4/sync_batch_normalization_102/batchnorm/mul" -> "2732 yolo_v4/sync_batch_normalization_102/batchnorm/mul_2"; -"2729 yolo_v4/sync_batch_normalization_102/batchnorm/mul_1" -> "2736 yolo_v4/sync_batch_normalization_102/batchnorm/add_1"; -"2730 yolo_v4/sync_batch_normalization_102/batchnorm/ReadVariableOp_1/resource" -> "2731 yolo_v4/sync_batch_normalization_102/batchnorm/ReadVariableOp_1"; -"2731 yolo_v4/sync_batch_normalization_102/batchnorm/ReadVariableOp_1" -> "2732 yolo_v4/sync_batch_normalization_102/batchnorm/mul_2"; -"2732 yolo_v4/sync_batch_normalization_102/batchnorm/mul_2" -> "2735 yolo_v4/sync_batch_normalization_102/batchnorm/sub"; -"2733 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yolo_v4/conv2d_103/ReadVariableOp"; -"2743 yolo_v4/conv2d_103/ReadVariableOp" -> "2744 yolo_v4/conv2d_103/mul"; -"2744 yolo_v4/conv2d_103/mul" -> "2745 yolo_v4/conv2d_103/Conv2D"; -"2745 yolo_v4/conv2d_103/Conv2D" -> "2754 yolo_v4/sync_batch_normalization_103/batchnorm/mul_1"; -"2746 yolo_v4/sync_batch_normalization_103/batchnorm/ReadVariableOp/resource" -> "2747 yolo_v4/sync_batch_normalization_103/batchnorm/ReadVariableOp"; -"2747 yolo_v4/sync_batch_normalization_103/batchnorm/ReadVariableOp" -> "2749 yolo_v4/sync_batch_normalization_103/batchnorm/add"; -"2748 yolo_v4/sync_batch_normalization_103/batchnorm/add/y" -> "2749 yolo_v4/sync_batch_normalization_103/batchnorm/add"; -"2749 yolo_v4/sync_batch_normalization_103/batchnorm/add" -> "2750 yolo_v4/sync_batch_normalization_103/batchnorm/Rsqrt"; -"2750 yolo_v4/sync_batch_normalization_103/batchnorm/Rsqrt" -> "2753 yolo_v4/sync_batch_normalization_103/batchnorm/mul"; -"2751 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yolo_v4/sync_batch_normalization_103/batchnorm/mul_2" -> "2760 yolo_v4/sync_batch_normalization_103/batchnorm/sub"; -"2758 yolo_v4/sync_batch_normalization_103/batchnorm/ReadVariableOp_2/resource" -> "2759 yolo_v4/sync_batch_normalization_103/batchnorm/ReadVariableOp_2"; -"2759 yolo_v4/sync_batch_normalization_103/batchnorm/ReadVariableOp_2" -> "2760 yolo_v4/sync_batch_normalization_103/batchnorm/sub"; -"2760 yolo_v4/sync_batch_normalization_103/batchnorm/sub" -> "2761 yolo_v4/sync_batch_normalization_103/batchnorm/add_1"; -"2761 yolo_v4/sync_batch_normalization_103/batchnorm/add_1" -> "2762 yolo_v4/leaky_re_lu_31/LeakyRelu"; -"2762 yolo_v4/leaky_re_lu_31/LeakyRelu" -> "2770 yolo_v4/conv2d_104/Conv2D"; -"2763 yolo_v4/conv2d_104/Sigmoid/ReadVariableOp/resource" -> "2764 yolo_v4/conv2d_104/Sigmoid/ReadVariableOp"; -"2764 yolo_v4/conv2d_104/Sigmoid/ReadVariableOp" -> "2765 yolo_v4/conv2d_104/Sigmoid"; -"2765 yolo_v4/conv2d_104/Sigmoid" -> "2766 yolo_v4/conv2d_104/Round"; -"2766 yolo_v4/conv2d_104/Round" -> "2769 yolo_v4/conv2d_104/mul"; -"2767 yolo_v4/conv2d_104/ReadVariableOp/resource" -> "2768 yolo_v4/conv2d_104/ReadVariableOp"; -"2768 yolo_v4/conv2d_104/ReadVariableOp" -> "2769 yolo_v4/conv2d_104/mul"; -"2769 yolo_v4/conv2d_104/mul" -> "2770 yolo_v4/conv2d_104/Conv2D"; -"2770 yolo_v4/conv2d_104/Conv2D" -> "2779 yolo_v4/sync_batch_normalization_104/batchnorm/mul_1"; -"2771 yolo_v4/sync_batch_normalization_104/batchnorm/ReadVariableOp/resource" -> "2772 yolo_v4/sync_batch_normalization_104/batchnorm/ReadVariableOp"; -"2772 yolo_v4/sync_batch_normalization_104/batchnorm/ReadVariableOp" -> "2774 yolo_v4/sync_batch_normalization_104/batchnorm/add"; -"2773 yolo_v4/sync_batch_normalization_104/batchnorm/add/y" -> "2774 yolo_v4/sync_batch_normalization_104/batchnorm/add"; -"2774 yolo_v4/sync_batch_normalization_104/batchnorm/add" -> "2775 yolo_v4/sync_batch_normalization_104/batchnorm/Rsqrt"; -"2775 yolo_v4/sync_batch_normalization_104/batchnorm/Rsqrt" -> "2778 yolo_v4/sync_batch_normalization_104/batchnorm/mul"; -"2776 yolo_v4/sync_batch_normalization_104/batchnorm/mul/ReadVariableOp/resource" -> "2777 yolo_v4/sync_batch_normalization_104/batchnorm/mul/ReadVariableOp"; -"2777 yolo_v4/sync_batch_normalization_104/batchnorm/mul/ReadVariableOp" -> "2778 yolo_v4/sync_batch_normalization_104/batchnorm/mul"; -"2778 yolo_v4/sync_batch_normalization_104/batchnorm/mul" -> "2779 yolo_v4/sync_batch_normalization_104/batchnorm/mul_1"; -"2778 yolo_v4/sync_batch_normalization_104/batchnorm/mul" -> "2782 yolo_v4/sync_batch_normalization_104/batchnorm/mul_2"; -"2779 yolo_v4/sync_batch_normalization_104/batchnorm/mul_1" -> "2786 yolo_v4/sync_batch_normalization_104/batchnorm/add_1"; -"2780 yolo_v4/sync_batch_normalization_104/batchnorm/ReadVariableOp_1/resource" -> "2781 yolo_v4/sync_batch_normalization_104/batchnorm/ReadVariableOp_1"; -"2781 yolo_v4/sync_batch_normalization_104/batchnorm/ReadVariableOp_1" -> "2782 yolo_v4/sync_batch_normalization_104/batchnorm/mul_2"; -"2782 yolo_v4/sync_batch_normalization_104/batchnorm/mul_2" -> "2785 yolo_v4/sync_batch_normalization_104/batchnorm/sub"; -"2783 yolo_v4/sync_batch_normalization_104/batchnorm/ReadVariableOp_2/resource" -> "2784 yolo_v4/sync_batch_normalization_104/batchnorm/ReadVariableOp_2"; -"2784 yolo_v4/sync_batch_normalization_104/batchnorm/ReadVariableOp_2" -> "2785 yolo_v4/sync_batch_normalization_104/batchnorm/sub"; -"2785 yolo_v4/sync_batch_normalization_104/batchnorm/sub" -> "2786 yolo_v4/sync_batch_normalization_104/batchnorm/add_1"; -"2786 yolo_v4/sync_batch_normalization_104/batchnorm/add_1" -> "2787 yolo_v4/leaky_re_lu_32/LeakyRelu"; -"2787 yolo_v4/leaky_re_lu_32/LeakyRelu" -> "2795 yolo_v4/conv2d_105/Conv2D"; -"2788 yolo_v4/conv2d_105/Sigmoid/ReadVariableOp/resource" -> "2789 yolo_v4/conv2d_105/Sigmoid/ReadVariableOp"; -"2789 yolo_v4/conv2d_105/Sigmoid/ReadVariableOp" -> "2790 yolo_v4/conv2d_105/Sigmoid"; -"2790 yolo_v4/conv2d_105/Sigmoid" -> "2791 yolo_v4/conv2d_105/Round"; -"2791 yolo_v4/conv2d_105/Round" -> "2794 yolo_v4/conv2d_105/mul"; -"2792 yolo_v4/conv2d_105/ReadVariableOp/resource" -> "2793 yolo_v4/conv2d_105/ReadVariableOp"; -"2793 yolo_v4/conv2d_105/ReadVariableOp" -> "2794 yolo_v4/conv2d_105/mul"; -"2794 yolo_v4/conv2d_105/mul" -> "2795 yolo_v4/conv2d_105/Conv2D"; -"2795 yolo_v4/conv2d_105/Conv2D" -> "2804 yolo_v4/sync_batch_normalization_105/batchnorm/mul_1"; -"2796 yolo_v4/sync_batch_normalization_105/batchnorm/ReadVariableOp/resource" -> "2797 yolo_v4/sync_batch_normalization_105/batchnorm/ReadVariableOp"; -"2797 yolo_v4/sync_batch_normalization_105/batchnorm/ReadVariableOp" -> "2799 yolo_v4/sync_batch_normalization_105/batchnorm/add"; -"2798 yolo_v4/sync_batch_normalization_105/batchnorm/add/y" -> "2799 yolo_v4/sync_batch_normalization_105/batchnorm/add"; -"2799 yolo_v4/sync_batch_normalization_105/batchnorm/add" -> "2800 yolo_v4/sync_batch_normalization_105/batchnorm/Rsqrt"; 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yolo_v4/sync_batch_normalization_92/batchnorm/add_1"; -"2852 yolo_v4/sync_batch_normalization_92/batchnorm/add_1" -> "2885 yolo_v4/leaky_re_lu_20/LeakyRelu"; -"2853 yolo_v4/sync_batch_normalization_99/batchnorm/ReadVariableOp/resource" -> "2854 yolo_v4/sync_batch_normalization_99/batchnorm/ReadVariableOp"; -"2854 yolo_v4/sync_batch_normalization_99/batchnorm/ReadVariableOp" -> "2856 yolo_v4/sync_batch_normalization_99/batchnorm/add"; -"2855 yolo_v4/sync_batch_normalization_99/batchnorm/add/y" -> "2856 yolo_v4/sync_batch_normalization_99/batchnorm/add"; -"2856 yolo_v4/sync_batch_normalization_99/batchnorm/add" -> "2857 yolo_v4/sync_batch_normalization_99/batchnorm/Rsqrt"; -"2857 yolo_v4/sync_batch_normalization_99/batchnorm/Rsqrt" -> "2860 yolo_v4/sync_batch_normalization_99/batchnorm/mul"; -"2858 yolo_v4/sync_batch_normalization_99/batchnorm/mul/ReadVariableOp/resource" -> "2859 yolo_v4/sync_batch_normalization_99/batchnorm/mul/ReadVariableOp"; -"2859 yolo_v4/sync_batch_normalization_99/batchnorm/mul/ReadVariableOp" -> "2860 yolo_v4/sync_batch_normalization_99/batchnorm/mul"; -"2860 yolo_v4/sync_batch_normalization_99/batchnorm/mul" -> "2861 yolo_v4/sync_batch_normalization_99/batchnorm/mul_1"; -"2860 yolo_v4/sync_batch_normalization_99/batchnorm/mul" -> "2864 yolo_v4/sync_batch_normalization_99/batchnorm/mul_2"; -"2861 yolo_v4/sync_batch_normalization_99/batchnorm/mul_1" -> "2868 yolo_v4/sync_batch_normalization_99/batchnorm/add_1"; -"2862 yolo_v4/sync_batch_normalization_99/batchnorm/ReadVariableOp_1/resource" -> "2863 yolo_v4/sync_batch_normalization_99/batchnorm/ReadVariableOp_1"; -"2863 yolo_v4/sync_batch_normalization_99/batchnorm/ReadVariableOp_1" -> "2864 yolo_v4/sync_batch_normalization_99/batchnorm/mul_2"; -"2864 yolo_v4/sync_batch_normalization_99/batchnorm/mul_2" -> "2867 yolo_v4/sync_batch_normalization_99/batchnorm/sub"; -"2865 yolo_v4/sync_batch_normalization_99/batchnorm/ReadVariableOp_2/resource" -> "2866 yolo_v4/sync_batch_normalization_99/batchnorm/ReadVariableOp_2"; -"2866 yolo_v4/sync_batch_normalization_99/batchnorm/ReadVariableOp_2" -> "2867 yolo_v4/sync_batch_normalization_99/batchnorm/sub"; -"2867 yolo_v4/sync_batch_normalization_99/batchnorm/sub" -> "2868 yolo_v4/sync_batch_normalization_99/batchnorm/add_1"; -"2868 yolo_v4/sync_batch_normalization_99/batchnorm/add_1" -> "2886 yolo_v4/leaky_re_lu_27/LeakyRelu"; -"2869 yolo_v4/sync_batch_normalization_106/batchnorm/ReadVariableOp/resource" -> "2870 yolo_v4/sync_batch_normalization_106/batchnorm/ReadVariableOp"; -"2870 yolo_v4/sync_batch_normalization_106/batchnorm/ReadVariableOp" -> "2872 yolo_v4/sync_batch_normalization_106/batchnorm/add"; -"2871 yolo_v4/sync_batch_normalization_106/batchnorm/add/y" -> "2872 yolo_v4/sync_batch_normalization_106/batchnorm/add"; -"2872 yolo_v4/sync_batch_normalization_106/batchnorm/add" -> "2873 yolo_v4/sync_batch_normalization_106/batchnorm/Rsqrt"; -"2873 yolo_v4/sync_batch_normalization_106/batchnorm/Rsqrt" -> "2876 yolo_v4/sync_batch_normalization_106/batchnorm/mul"; -"2874 yolo_v4/sync_batch_normalization_106/batchnorm/mul/ReadVariableOp/resource" -> "2875 yolo_v4/sync_batch_normalization_106/batchnorm/mul/ReadVariableOp"; -"2875 yolo_v4/sync_batch_normalization_106/batchnorm/mul/ReadVariableOp" -> "2876 yolo_v4/sync_batch_normalization_106/batchnorm/mul"; -"2876 yolo_v4/sync_batch_normalization_106/batchnorm/mul" -> "2877 yolo_v4/sync_batch_normalization_106/batchnorm/mul_1"; -"2876 yolo_v4/sync_batch_normalization_106/batchnorm/mul" -> "2880 yolo_v4/sync_batch_normalization_106/batchnorm/mul_2"; -"2877 yolo_v4/sync_batch_normalization_106/batchnorm/mul_1" -> "2884 yolo_v4/sync_batch_normalization_106/batchnorm/add_1"; -"2878 yolo_v4/sync_batch_normalization_106/batchnorm/ReadVariableOp_1/resource" -> "2879 yolo_v4/sync_batch_normalization_106/batchnorm/ReadVariableOp_1"; -"2879 yolo_v4/sync_batch_normalization_106/batchnorm/ReadVariableOp_1" -> "2880 yolo_v4/sync_batch_normalization_106/batchnorm/mul_2"; -"2880 yolo_v4/sync_batch_normalization_106/batchnorm/mul_2" -> "2883 yolo_v4/sync_batch_normalization_106/batchnorm/sub"; -"2881 yolo_v4/sync_batch_normalization_106/batchnorm/ReadVariableOp_2/resource" -> "2882 yolo_v4/sync_batch_normalization_106/batchnorm/ReadVariableOp_2"; -"2882 yolo_v4/sync_batch_normalization_106/batchnorm/ReadVariableOp_2" -> "2883 yolo_v4/sync_batch_normalization_106/batchnorm/sub"; -"2883 yolo_v4/sync_batch_normalization_106/batchnorm/sub" -> "2884 yolo_v4/sync_batch_normalization_106/batchnorm/add_1"; -"2884 yolo_v4/sync_batch_normalization_106/batchnorm/add_1" -> "2887 yolo_v4/leaky_re_lu_34/LeakyRelu"; -"2885 yolo_v4/leaky_re_lu_20/LeakyRelu" -> "2895 yolo_v4/predict_conv_3/Conv2D"; -"2886 yolo_v4/leaky_re_lu_27/LeakyRelu" -> "2906 yolo_v4/predict_conv_2/Conv2D"; -"2887 yolo_v4/leaky_re_lu_34/LeakyRelu" -> "2917 yolo_v4/predict_conv_1/Conv2D"; -"2888 yolo_v4/predict_conv_3/Sigmoid/ReadVariableOp/resource" -> "2889 yolo_v4/predict_conv_3/Sigmoid/ReadVariableOp"; -"2889 yolo_v4/predict_conv_3/Sigmoid/ReadVariableOp" -> "2890 yolo_v4/predict_conv_3/Sigmoid"; -"2890 yolo_v4/predict_conv_3/Sigmoid" -> "2891 yolo_v4/predict_conv_3/Round"; -"2891 yolo_v4/predict_conv_3/Round" -> "2894 yolo_v4/predict_conv_3/mul"; -"2892 yolo_v4/predict_conv_3/ReadVariableOp/resource" -> "2893 yolo_v4/predict_conv_3/ReadVariableOp"; -"2893 yolo_v4/predict_conv_3/ReadVariableOp" -> "2894 yolo_v4/predict_conv_3/mul"; -"2894 yolo_v4/predict_conv_3/mul" -> "2895 yolo_v4/predict_conv_3/Conv2D"; -"2895 yolo_v4/predict_conv_3/Conv2D" -> "2898 yolo_v4/predict_conv_3/BiasAdd"; -"2896 yolo_v4/predict_conv_3/BiasAdd/ReadVariableOp/resource" -> "2897 yolo_v4/predict_conv_3/BiasAdd/ReadVariableOp"; -"2897 yolo_v4/predict_conv_3/BiasAdd/ReadVariableOp" -> "2898 yolo_v4/predict_conv_3/BiasAdd"; -"2898 yolo_v4/predict_conv_3/BiasAdd" -> "2923 Identity_2"; -"2899 yolo_v4/predict_conv_2/Sigmoid/ReadVariableOp/resource" -> "2900 yolo_v4/predict_conv_2/Sigmoid/ReadVariableOp"; -"2900 yolo_v4/predict_conv_2/Sigmoid/ReadVariableOp" -> "2901 yolo_v4/predict_conv_2/Sigmoid"; -"2901 yolo_v4/predict_conv_2/Sigmoid" -> "2902 yolo_v4/predict_conv_2/Round"; -"2902 yolo_v4/predict_conv_2/Round" -> "2905 yolo_v4/predict_conv_2/mul"; -"2903 yolo_v4/predict_conv_2/ReadVariableOp/resource" -> "2904 yolo_v4/predict_conv_2/ReadVariableOp"; -"2904 yolo_v4/predict_conv_2/ReadVariableOp" -> "2905 yolo_v4/predict_conv_2/mul"; -"2905 yolo_v4/predict_conv_2/mul" -> "2906 yolo_v4/predict_conv_2/Conv2D"; -"2906 yolo_v4/predict_conv_2/Conv2D" -> "2909 yolo_v4/predict_conv_2/BiasAdd"; -"2907 yolo_v4/predict_conv_2/BiasAdd/ReadVariableOp/resource" -> "2908 yolo_v4/predict_conv_2/BiasAdd/ReadVariableOp"; -"2908 yolo_v4/predict_conv_2/BiasAdd/ReadVariableOp" -> "2909 yolo_v4/predict_conv_2/BiasAdd"; -"2909 yolo_v4/predict_conv_2/BiasAdd" -> "2922 Identity_1"; -"2910 yolo_v4/predict_conv_1/Sigmoid/ReadVariableOp/resource" -> "2911 yolo_v4/predict_conv_1/Sigmoid/ReadVariableOp"; -"2911 yolo_v4/predict_conv_1/Sigmoid/ReadVariableOp" -> "2912 yolo_v4/predict_conv_1/Sigmoid"; -"2912 yolo_v4/predict_conv_1/Sigmoid" -> "2913 yolo_v4/predict_conv_1/Round"; -"2913 yolo_v4/predict_conv_1/Round" -> "2916 yolo_v4/predict_conv_1/mul"; -"2914 yolo_v4/predict_conv_1/ReadVariableOp/resource" -> "2915 yolo_v4/predict_conv_1/ReadVariableOp"; -"2915 yolo_v4/predict_conv_1/ReadVariableOp" -> "2916 yolo_v4/predict_conv_1/mul"; -"2916 yolo_v4/predict_conv_1/mul" -> "2917 yolo_v4/predict_conv_1/Conv2D"; -"2917 yolo_v4/predict_conv_1/Conv2D" -> "2920 yolo_v4/predict_conv_1/BiasAdd"; -"2918 yolo_v4/predict_conv_1/BiasAdd/ReadVariableOp/resource" -> "2919 yolo_v4/predict_conv_1/BiasAdd/ReadVariableOp"; -"2919 yolo_v4/predict_conv_1/BiasAdd/ReadVariableOp" -> "2920 yolo_v4/predict_conv_1/BiasAdd"; -"2920 yolo_v4/predict_conv_1/BiasAdd" -> "2921 Identity"; -} From f5ad4ea266e8c6e507be472ae09d8b4124c01a85 Mon Sep 17 00:00:00 2001 From: Nikita Malinin Date: Mon, 1 Jul 2024 14:35:30 +0200 Subject: [PATCH 15/30] Revert "Update Fast-/BC algorithms (#2747)" (#2771) This reverts commit beb9c0447a7c86b5aa427cad6744ca0f0dc373ae. post_training_quantization/415 - running --- nncf/onnx/graph/node_utils.py | 63 ++++------ nncf/openvino/graph/layout.py | 53 +++----- nncf/openvino/graph/node_utils.py | 27 +--- .../algorithms/bias_correction/algorithm.py | 115 ++++++------------ .../fast_bias_correction/algorithm.py | 50 +++----- .../fast_bias_correction/backend.py | 12 -- .../fast_bias_correction/onnx_backend.py | 17 +-- .../fast_bias_correction/openvino_backend.py | 14 +-- .../fast_bias_correction/torch_backend.py | 4 - tests/onnx/test_layer_attributes.py | 11 +- tests/onnx/test_node_utils.py | 31 ++--- .../reference_scales/MatMul2DModel_mixed.json | 4 +- .../MatMul2DModel_performance.json | 4 +- tests/openvino/native/models.py | 4 +- .../openvino/native/test_layer_attributes.py | 43 +------ 15 files changed, 125 insertions(+), 327 deletions(-) diff --git a/nncf/onnx/graph/node_utils.py b/nncf/onnx/graph/node_utils.py index 7c4521def39..be9909cb86a 100644 --- a/nncf/onnx/graph/node_utils.py +++ b/nncf/onnx/graph/node_utils.py @@ -9,7 +9,7 @@ # See the License for the specific language governing permissions and # limitations under the License. -from typing import Dict, Optional, Tuple +from typing import Dict, List, Optional, Tuple import numpy as np import onnx @@ -122,6 +122,18 @@ def is_port_quantized(node: NNCFNode, nncf_graph: NNCFGraph, port_id: int) -> bo return False +def transpose_axis(shape: List[int], axis: int) -> int: + """ + Returns transpose axis. + + :param shape: Tensor shape. + :param axis: Axis before transpose (only positive). + :return: Axis after transpose. + """ + assert axis >= 0 + return range(len(shape) - 1, -1, -1)[axis] # Iterate backward throug axis + + def get_weight_quantization_axis(node: NNCFNode, port_id: int) -> int: """ Returns weight tensor axis, along which quantizer parameters are calculated. @@ -131,26 +143,21 @@ def get_weight_quantization_axis(node: NNCFNode, port_id: int) -> int: :return: Axis, along which quantizer parameters are calculated. """ weight_channel_axis = node.metatype.weight_channel_axis - if node.metatype == om.ONNXGemmMetatype: - weight_channel_axis = calculate_gemm_channel_axis(node, port_id) + if node.layer_attributes.has_node_attrs() and node.metatype == om.ONNXGemmMetatype: + weight_shape = node.layer_attributes.weight_attrs[port_id]["shape"] + weight_channel_axis %= len(weight_shape) # Make axis positive + if port_id == 0: + weight_channel_axis -= 1 + if ( + port_id == 0 + and node.layer_attributes.node_attrs["transA"] == 1 + or port_id == 1 + and node.layer_attributes.node_attrs["transB"] == 1 + ): + weight_channel_axis = transpose_axis(weight_shape, weight_channel_axis) return weight_channel_axis -def get_act_quantization_axis(node: NNCFNode, port_id: int) -> int: - """ - Returns activation tensor axis, along which quantizer parameters are calculated. - - :param node: NNCFNode, with the activation on input port_id. - :param port_id: Input port id on which there is a activation of a node. - :return: Axis, along which quantizer parameters are calculated. - """ - # In case of the ONNX, [N, C, ..] layout applicable for most quantizable layers. - act_channel_axis = 1 - if node.metatype == om.ONNXGemmMetatype: - act_channel_axis = calculate_gemm_channel_axis(node, port_id) - return act_channel_axis - - def _get_activation_tensor_shape( nncf_graph: NNCFGraph, node: NNCFNode, target_point: ONNXTargetPoint ) -> Optional[Tuple[int, ...]]: @@ -202,23 +209,3 @@ def get_quantized_tensor_shape( if target_point.is_weight_target_point(): return node.layer_attributes.weight_attrs[target_point.port_id]["shape"] return _get_activation_tensor_shape(nncf_graph, node, target_point) - - -def calculate_gemm_channel_axis(node: NNCFNode, port_id: int) -> int: - """ - Calculates Gemm channel axis based on the port and node attributes. - - :param node: NNCFNode instance with layer attributes. - :param port_id: Port ID is used to choose correct transpose attribute. - transB in case of port_id is 1, transA for port_id is 0. - :return: Channel axis number. - """ - # Gemm metatype supports only 2D inputs according to the documentation - - # https://onnx.ai/onnx/operators/onnx__Gemm.html - # Usage of the tensor shape is not possible, - # because ONNX allows to contain empty shape even after the shape inference. - gemm_shape = [0, 1] - trans_attr = "transB" if port_id else "transA" - transpose = node.layer_attributes.node_attrs[trans_attr] - channel_axis = -1 - port_id if transpose else -2 + port_id - return gemm_shape.pop(channel_axis) diff --git a/nncf/openvino/graph/layout.py b/nncf/openvino/graph/layout.py index 0ad8c6e33ae..e15209d7e96 100644 --- a/nncf/openvino/graph/layout.py +++ b/nncf/openvino/graph/layout.py @@ -10,7 +10,7 @@ # limitations under the License. from enum import Enum -from typing import Tuple +from typing import List, Tuple from nncf.common.graph.graph import NNCFNode from nncf.openvino.graph.layer_attributes import OVLayerAttributes @@ -46,7 +46,7 @@ class OVLayoutElem(Enum): } -def get_conv_weights_layout_from_node(node: NNCFNode) -> Tuple[OVLayoutElem]: +def get_conv_weights_layout_from_node(node: NNCFNode) -> List[OVLayoutElem]: """ Calculates weights layout for a target convolution node. @@ -60,7 +60,7 @@ def get_conv_weights_layout_from_node(node: NNCFNode) -> Tuple[OVLayoutElem]: ) -def get_linear_weights_layout_from_node(node: NNCFNode) -> Tuple[OVLayoutElem]: +def get_linear_weights_layout_from_node(node: NNCFNode) -> List[OVLayoutElem]: """ Calculates weights layout for a target linear node. @@ -70,33 +70,14 @@ def get_linear_weights_layout_from_node(node: NNCFNode) -> Tuple[OVLayoutElem]: layer_attributes = node.layer_attributes port_id = _get_constant_port_id_from_layer_attributes(layer_attributes) constant_layer_attrs = layer_attributes.constant_attributes[port_id] - return get_linear_input_layout( - input_shape=constant_layer_attrs["shape"], + return get_linear_weights_layout( + weights_shape=constant_layer_attrs["shape"], transpose=constant_layer_attrs["transpose"], port_id=port_id, ) -def get_linear_activations_layout_from_node( - node: NNCFNode, port_id: int, input_shape: Tuple[int] -) -> Tuple[OVLayoutElem]: - """ - Calculates activations layout for a target linear node. - - :param node: Target linear node. - :param port_id: Target input port ID. - :param input_shape: Shape of the input. - :return: Target linear Node weight layout. - """ - act_layer_attrs = node.layer_attributes.input_attributes - return get_linear_input_layout( - input_shape=input_shape, - transpose=act_layer_attrs["transpose"], - port_id=port_id, - ) - - -def get_conv_weights_layout(ov_metatype: OVOpMetatype, weights_shape: Tuple[int, ...]) -> Tuple[OVLayoutElem]: +def get_conv_weights_layout(ov_metatype: OVOpMetatype, weights_shape: Tuple[int, ...]) -> List[OVLayoutElem]: """ Calculates weights layout for a target convolution node. @@ -110,23 +91,23 @@ def get_conv_weights_layout(ov_metatype: OVOpMetatype, weights_shape: Tuple[int, return tuple(weights_layout) -def get_linear_input_layout(input_shape: Tuple[int, ...], transpose: bool, port_id: int) -> Tuple[OVLayoutElem]: +def get_linear_weights_layout(weights_shape: Tuple[int, ...], transpose: bool, port_id: int) -> List[OVLayoutElem]: """ - Calculates input layout for a target linear node. + Calculates weights layout for a target linear node. - :param input_shape: Shape of the target linear node input. - :param port_id: Port id of the target linear node input. - :return: Target linear node input layout. + :param weights_shape: Shape of the target linear node weight. + :param port_id: Port id of the target liner node weights. + :return: Target linear node weight layout. """ - input_layout = [OVLayoutElem.SPATIAL] * (len(input_shape) - 2) - if len(input_shape) > 1: + weights_layout = [OVLayoutElem.SPATIAL] * (len(weights_shape) - 2) + if len(weights_shape) > 1: if (transpose and port_id == 0) or (not transpose and port_id == 1): - input_layout += [OVLayoutElem.C_IN, OVLayoutElem.C_OUT] + weights_layout += [OVLayoutElem.C_IN, OVLayoutElem.C_OUT] else: - input_layout += [OVLayoutElem.C_OUT, OVLayoutElem.C_IN] + weights_layout += [OVLayoutElem.C_OUT, OVLayoutElem.C_IN] else: - input_layout += [OVLayoutElem.C_IN] - return tuple(input_layout) + weights_layout += [OVLayoutElem.C_IN] + return tuple(weights_layout) def _get_constant_port_id_from_layer_attributes(layer_attributes: OVLayerAttributes) -> int: diff --git a/nncf/openvino/graph/node_utils.py b/nncf/openvino/graph/node_utils.py index c9b70ff2ce1..44ad699c0e8 100644 --- a/nncf/openvino/graph/node_utils.py +++ b/nncf/openvino/graph/node_utils.py @@ -26,8 +26,7 @@ from nncf.openvino.graph.layout import OVLayoutElem from nncf.openvino.graph.layout import get_conv_weights_layout from nncf.openvino.graph.layout import get_conv_weights_layout_from_node -from nncf.openvino.graph.layout import get_linear_activations_layout_from_node -from nncf.openvino.graph.layout import get_linear_input_layout +from nncf.openvino.graph.layout import get_linear_weights_layout from nncf.openvino.graph.layout import get_linear_weights_layout_from_node from nncf.openvino.graph.metatypes.groups import CONV_OPERATIONS from nncf.openvino.graph.metatypes.groups import OPERATIONS_WITH_BIAS @@ -453,8 +452,8 @@ def get_weighted_layer_attributes( return ConvolutionLayerAttributes(**kwargs) if ov_metatype == OVMatMulMetatype: weights_shape = attrs["shape"] - weights_layout = get_linear_input_layout( - input_shape=weights_shape, transpose=attrs["transpose"], port_id=port_id + weights_layout = get_linear_weights_layout( + weights_shape=weights_shape, transpose=attrs["transpose"], port_id=port_id ) kwargs = { @@ -469,23 +468,3 @@ def get_weighted_layer_attributes( } return LinearLayerAttributes(**kwargs) return GenericWeightedLayerAttributes(weight_requires_grad=False, weight_shape=attrs.get("shape", None)) - - -def get_activation_channel_axis(node: NNCFNode, port_id: int, input_shape: Tuple[int]) -> int: - """ - Returns axis number of the activation tensor which correspond to it channel. - - :param node: NNCFNode instance. - :param port_id: Port ID for input. - :param input_shape: Shape of the input. - :return: Channel axis number. - """ - # In case of the OpenVINO, [N, C, ..] layout applicable for most quantizable layers. - channel_axis = 1 - - # But the MatMul layers may transpose inputs internally. - if node.metatype == OVMatMulMetatype: - activations_layout = get_linear_activations_layout_from_node(node, port_id, input_shape) - channel_axis = activations_layout.index(OVLayoutElem.C_OUT) - - return channel_axis diff --git a/nncf/quantization/algorithms/bias_correction/algorithm.py b/nncf/quantization/algorithms/bias_correction/algorithm.py index fe9c4716a38..c5aaadf786a 100644 --- a/nncf/quantization/algorithms/bias_correction/algorithm.py +++ b/nncf/quantization/algorithms/bias_correction/algorithm.py @@ -19,6 +19,7 @@ from nncf.common.factory import ModelTransformerFactory from nncf.common.factory import NNCFGraphFactory from nncf.common.graph import NNCFGraph +from nncf.common.graph import NNCFGraphEdge from nncf.common.graph import NNCFNode from nncf.common.graph.definitions import NNCFGraphNodeType from nncf.common.graph.transformations.commands import TargetType @@ -215,28 +216,24 @@ def _is_node_correctable(self, node: NNCFNode, nncf_graph: NNCFGraph) -> bool: node, nncf_graph ) - def _find_subgraph_output_ids(self, nncf_graph: NNCFGraph, main_node: NNCFNode) -> List[Tuple[str, int]]: + def _get_subgraph_data_for_node(self, node: NNCFNode, nncf_graph: NNCFGraph) -> Dict[str, List[str]]: """ - The essence of the method is to collect output points for the future subgraph. - It is understood that the main_node is the one for which the correction will be performed. - In the process of traversing the graph from top to bottom, we look for nodes that will be - adjusted in the next step. Output points for these nodes are added to the resulting container. - The mapping with the nodes for which statistics have been collected - self._collected_stat_inputs_map - is also filled in. + This method collects necessary data for the specified node and its subgraph. + This data contains the nodes (NNCFNode) for the subgraph building + and statistics collection (for the next step). - :param nncf_graph: NNCFGraph instance. - :param main_node: Correctable NNCFNode. - :return: Collected output ids. + :param node: NNCFNode instance. This is the main node with bias that would be corrected (or not). + :param nncf_graph: NNCFGraph instance for graph analysis. + :return: A dict with the list of the nodes for the subgraph input and statistics collection. """ - visited_nodes = set() - subgraph_output_ids = [] - edges_queue = nncf_graph.get_output_edges(main_node) - while edges_queue: - edge = edges_queue.pop() + statistic_nodes = [] + subgraph_input_ids, subgraph_output_ids = [], [] + + def fill_subgraph_output_ids(edge: NNCFGraphEdge): node = edge.to_node if node in visited_nodes: - continue - visited_nodes.add(node) + return + visited_nodes.append(node) input_id = (node.node_name, edge.input_port_id) output_id = (edge.from_node.node_name, edge.output_port_id) @@ -247,46 +244,14 @@ def _find_subgraph_output_ids(self, nncf_graph: NNCFGraph, main_node: NNCFNode) if self._is_node_correctable(node, nncf_graph): subgraph_output_ids.append(output_id) self._collected_stat_inputs_map[input_id] = output_id - continue - edges_queue.extend(nncf_graph.get_output_edges(node)) - return subgraph_output_ids + statistic_nodes.append(edge.from_node) + return - def _get_statistic_nodes(self, nncf_graph: NNCFGraph, subgraph_output_ids: List[Tuple[str, int]]) -> List[NNCFNode]: - """ - This method extracts NNCFNode instances from the subgraph_output_ids list. + for output_edge in nncf_graph.get_output_edges(node): + fill_subgraph_output_ids(output_edge) - :param nncf_graph: NNCFGraph instance. - :param subgraph_output_ids: Container filled with output ids. - :return: Collected NNCFNodes. - """ - statistic_nodes = [] - for subgraph_output_id in subgraph_output_ids: - node_name, _ = subgraph_output_id - node = nncf_graph.get_node_by_name(node_name) - statistic_nodes.append(node) - return statistic_nodes - - def _find_subgraph_input_ids( - self, nncf_graph: NNCFGraph, main_node: NNCFNode, subgraph_output_ids: List[Tuple[str, int]] - ) -> List[Tuple[str, int]]: - """ - The essence of the method is to collect entry points for the future subgraph. - It is understood that the main_node is the one from the statistic nodes collected before. - In the process of traversing the graph from bottom to top, we look for layers for which statistics were or - will be collected in the previous step and placed into self._collected_stat_inputs_map - (and not into subgraph_output_ids). Entry points for these nodes are added to the resulting container. - - :param nncf_graph: NNCFGraph instance. - :param main_node: Correctable NNCFNode. - :param subgraph_output_ids: Container filled with output ids. - :return: Collected input ids. - """ - visited_nodes = set() - subgraph_input_ids = [] - edges_queue = nncf_graph.get_input_edges(main_node) - while edges_queue: - edge = edges_queue.pop() + def fill_subgraph_input_ids(edge: NNCFGraphEdge): node = edge.from_node input_id = (edge.to_node.node_name, edge.input_port_id) @@ -296,38 +261,28 @@ def _find_subgraph_input_ids( activation_id = self._collected_stat_inputs_map[input_id] if activation_id not in subgraph_output_ids: subgraph_input_ids.append(input_id) - continue + return if node in visited_nodes: - continue - visited_nodes.add(node) - edges_queue.extend(nncf_graph.get_input_edges(node)) - return subgraph_input_ids - - def _get_subgraph_data_for_node(self, node: NNCFNode, nncf_graph: NNCFGraph) -> Dict[str, List[str]]: - """ - This method collects necessary data for the specified node and its subgraph. - This data contains the nodes (NNCFNode) for the subgraph building - and statistics collection (for the next step). + return + visited_nodes.append(node) - :param node: NNCFNode instance. This is the main node with bias that would be corrected (or not). - :param nncf_graph: NNCFGraph instance for graph analysis. - :return: A dict with the list of the nodes for the subgraph input and statistics collection. - """ - subgraph_input_ids = [] + for input_edge in nncf_graph.get_input_edges(node): + fill_subgraph_input_ids(input_edge) # First, we need to find out the nodes with bias that follow by main node. # To collect statistics for next nodes. - subgraph_output_ids = self._find_subgraph_output_ids(nncf_graph, node) - statistic_nodes = self._get_statistic_nodes(nncf_graph, subgraph_output_ids) + visited_nodes = [] + for output_edge in nncf_graph.get_output_edges(node): + fill_subgraph_output_ids(output_edge) # We then need to find nodes for which statistics have already been collected, # to use them as inputs for the subgraph. statistic_nodes = statistic_nodes if statistic_nodes else nncf_graph.get_next_nodes(node) - + visited_nodes = [] for stat_node in statistic_nodes: - stat_node_inputs = self._find_subgraph_input_ids(nncf_graph, stat_node, subgraph_output_ids) - subgraph_input_ids.extend(stat_node_inputs) + for input_edge in nncf_graph.get_input_edges(stat_node): + fill_subgraph_input_ids(input_edge) if not subgraph_output_ids: for edge in nncf_graph.get_output_edges(node): @@ -581,7 +536,7 @@ def get_statistic_points(self, model: TModel, graph: NNCFGraph) -> StatisticPoin for biased_after_input_node in biased_after_input_nodes: # We need to collect activation input to register it for the biased layer as the layer with statistics. - activation_port = self._backend_entity.get_activation_port_id(biased_after_input_node, graph) + activation_port = self._backend_entity.get_activation_port_id(node, graph) edge = graph.get_input_edges(biased_after_input_node)[activation_port] input_id = (biased_after_input_node.node_name, edge.input_port_id) @@ -669,18 +624,18 @@ def traverse_to_biased(node, condition_container): return list(biased_nodes - dependant_nodes) def extract_model( - self, model: TModel, input_ids: List[Tuple[str, int]], output_ids: List[Tuple[str, int]] + self, model: TModel, input_node_ids: List[Tuple[str, int]], output_node_ids: List[Tuple[str, int]] ) -> TModel: """ Returns the backend-specific model that bounded by the specified input & output layers. :param model: Backend-specific model. - :param input_ids: List with the input IDs. - :param output_ids: List with the output IDs. + :param input_node_ids: List with the input node IDs. + :param output_node_ids: List with the output node IDs. :return: Extracted backend-specific model. """ transformation_layout = TransformationLayout() model_transformer = ModelTransformerFactory.create(model) - model_extraction_command = self._backend_entity.model_extraction_command(input_ids, output_ids) + model_extraction_command = self._backend_entity.model_extraction_command(input_node_ids, output_node_ids) transformation_layout.register(model_extraction_command) return model_transformer.transform(transformation_layout) diff --git a/nncf/quantization/algorithms/fast_bias_correction/algorithm.py b/nncf/quantization/algorithms/fast_bias_correction/algorithm.py index ff7836035c9..0b4e322d9d8 100644 --- a/nncf/quantization/algorithms/fast_bias_correction/algorithm.py +++ b/nncf/quantization/algorithms/fast_bias_correction/algorithm.py @@ -150,42 +150,31 @@ def apply( continue in_node_name, out_node_name = self._backend_entity.get_node_names_for_input_output_statistics(node, graph) - input_port_id, _ = self._backend_entity.get_activation_port_ids_for_bias_node(node) input_fp, input_shape = self._get_fp_inputs(statistic_points, in_node_name) - output_fp = self._get_fp_outputs(statistic_points, out_node_name) - # In case of the matrix multiplication layers, this is crucial to know the correct input port. - input_id = (in_node_name, input_port_id) - # Outputs of the subgraphs for the FastBiasCorrection are the same across the backends. - output_id = (out_node_name, 0) - - extracted_model = self._extract_submodel(model_transformer, input_id, output_id) + extracted_model = self._extract_submodel(model_transformer, in_node_name, out_node_name) if extracted_model is None: nncf_logger.debug(f"Skipping node {node_name} because cant extract submodel") continue sub_input_name, sub_output_name = self._backend_entity.get_sub_input_output_names(extracted_model) - output_channel_axis = node.metatype.output_channel_axis - input_channel_axis = self._backend_entity.get_activation_channel_axis(node, input_port_id, input_shape) + channel_axis = node.metatype.output_channel_axis if bias_value.ndim > 1: # Make index positive - output_channel_axis = range(bias_value.ndim)[output_channel_axis] - input_channel_axis = range(bias_value.ndim)[input_channel_axis] - input_blob = self._backend_entity.create_input_data( - input_shape, input_fp, sub_input_name, input_channel_axis - ) + channel_axis = range(bias_value.ndim)[channel_axis] + input_blob = self._backend_entity.create_input_data(input_shape, input_fp, sub_input_name, channel_axis) bias_shift = self._get_bias_shift( model=extracted_model, input_blob=input_blob, - output_channel_axis=output_channel_axis, + channel_axis=channel_axis, output_fp=output_fp, output_name=sub_output_name, ) - bias_shift = self._reshape_bias_shift(bias_shift, bias_value, output_channel_axis) + bias_shift = self._reshape_bias_shift(bias_shift, bias_value, channel_axis) updated_bias = bias_value + bias_shift magnitude = self._get_bias_shift_magnitude(bias_value, updated_bias) @@ -281,18 +270,18 @@ def output_filter_func(point): output_fp.extend(tensor_collector.get_statistics().mean_values) return output_fp - def _extract_submodel( - self, model_transformer: ModelTransformer, input_id: Tuple[str, int], output_id: Tuple[str, int] - ) -> TModel: + def _extract_submodel(self, model_transformer: ModelTransformer, in_node_name: str, out_node_name: str) -> TModel: """ Extracts sub-model using backend-specific ModelTransformer. :param model_transformer: Backend-specific ModelTransformer. - :param input_id: Input ID. - :param output_id: Output ID. + :param in_node_name: Name of the start node. + :param out_node_name: Name of the output node. :return: Backend-specific sub-model. """ - model_extraction_command = self._backend_entity.model_extraction_command([input_id], [output_id]) + model_extraction_command = self._backend_entity.model_extraction_command( + [(in_node_name, 0)], [(out_node_name, 0)] + ) me_transformation_layout = TransformationLayout() me_transformation_layout.register(model_extraction_command) extracted_model = model_transformer.transform(me_transformation_layout) @@ -317,7 +306,7 @@ def _get_bias_shift( self, model: TModel, input_blob: Union[TTensor, Dict[str, TTensor]], - output_channel_axis: Tuple[int], + channel_axis: Tuple[int], output_fp: List[TTensor], output_name: str, ) -> TTensor: @@ -327,7 +316,7 @@ def _get_bias_shift( :param engine: Backend-specific engine instance for the model execution. :param model: Backend-specific sub-model for the execution. :param input_blob: Input data for the execution. - :param output_channel_axis: Channel axis for the raw output data aggregation. + :param channel_axis: Channel axis for the raw data aggregation. :param output_fp: Output data for the shift calculation. :param output_name: Name of the output tensor for the data collection. :return: Calculated bias shift. @@ -335,7 +324,7 @@ def _get_bias_shift( engine = EngineFactory.create(model) raw_output = engine.infer(input_blob) q_outputs = self._backend_entity.process_model_output(raw_output, output_name) - q_outputs = mean_per_channel(q_outputs, output_channel_axis) + q_outputs = mean_per_channel(q_outputs, channel_axis) bias_shift = fns.stack(output_fp) - q_outputs return bias_shift @@ -356,12 +345,9 @@ def get_statistic_points(self, model: TModel, graph: NNCFGraph) -> StatisticPoin post_layer_statistic_point = self._backend_entity.target_point( TargetType.POST_LAYER_OPERATION, out_node_name, output_port_id ) - input_shape = graph.get_input_edges(node)[input_port_id].tensor_shape - input_channel_axis = self._backend_entity.get_activation_channel_axis(node, input_port_id, input_shape) + channel_axis = node.metatype.output_channel_axis - self._add_statistic_point(statistic_container, pre_layer_statistic_point, input_channel_axis) - self._add_statistic_point( - statistic_container, post_layer_statistic_point, node.metatype.output_channel_axis - ) + self._add_statistic_point(statistic_container, pre_layer_statistic_point, channel_axis) + self._add_statistic_point(statistic_container, post_layer_statistic_point, channel_axis) return statistic_container diff --git a/nncf/quantization/algorithms/fast_bias_correction/backend.py b/nncf/quantization/algorithms/fast_bias_correction/backend.py index 71e46c7d5e7..b0c5c984f78 100644 --- a/nncf/quantization/algorithms/fast_bias_correction/backend.py +++ b/nncf/quantization/algorithms/fast_bias_correction/backend.py @@ -182,15 +182,3 @@ def get_node_names_for_input_output_statistics(node: NNCFNode, nncf_graph: NNCFG Name of node to collect input statistics Name of node to collect output statistics """ - - @staticmethod - @abstractmethod - def get_activation_channel_axis(node: NNCFNode, port_id: int, input_shape: Tuple[int]) -> int: - """ - Returns axis number of the activation tensor which correspond to it channel. - - :param node: NNCFNode instance. - :param port_id: Port ID for input. - :param input_shape: Shape of the input. - :return: Channel axis number. - """ diff --git a/nncf/quantization/algorithms/fast_bias_correction/onnx_backend.py b/nncf/quantization/algorithms/fast_bias_correction/onnx_backend.py index 6a8d59ce312..cabaede568d 100644 --- a/nncf/quantization/algorithms/fast_bias_correction/onnx_backend.py +++ b/nncf/quantization/algorithms/fast_bias_correction/onnx_backend.py @@ -9,7 +9,6 @@ # See the License for the specific language governing permissions and # limitations under the License. -from copy import deepcopy from typing import Dict, List, Optional, Tuple import numpy as np @@ -20,7 +19,6 @@ from nncf.common.graph.transformations.commands import TargetType from nncf.experimental.common.tensor_statistics.collectors import TensorCollector from nncf.onnx.graph.metatypes.groups import OPERATIONS_WITH_BIAS_REDUCED -from nncf.onnx.graph.node_utils import get_act_quantization_axis from nncf.onnx.graph.node_utils import get_bias_value from nncf.onnx.graph.node_utils import is_any_weight_quantized from nncf.onnx.graph.node_utils import is_node_with_bias @@ -80,16 +78,7 @@ def get_bias_value(node: NNCFNode, nncf_graph: NNCFGraph, model: onnx.ModelProto @staticmethod def get_activation_port_ids_for_bias_node(node: NNCFNode) -> Tuple[int, int]: - activation_port = 0 - - if hasattr(node.metatype, "possible_weight_ports"): - activation_ports = deepcopy(node.metatype.possible_weight_ports) - for weight_port in node.layer_attributes.weight_attrs: - activation_ports.remove(weight_port) - assert len(activation_ports) == 1 - activation_port = activation_ports[0] - - return activation_port, 0 + return 0, 0 @staticmethod def process_model_output(raw_data: Dict, output_name: str) -> Tensor: @@ -106,7 +95,3 @@ def is_node_with_bias(node: NNCFNode, nncf_graph: NNCFGraph) -> bool: @staticmethod def get_node_names_for_input_output_statistics(node: NNCFNode, nncf_graph: NNCFGraph) -> Tuple[str, str]: return node.node_name, node.node_name - - @staticmethod - def get_activation_channel_axis(node: NNCFNode, port_id: int, input_shape: Tuple[int]) -> int: - return get_act_quantization_axis(node, port_id) diff --git a/nncf/quantization/algorithms/fast_bias_correction/openvino_backend.py b/nncf/quantization/algorithms/fast_bias_correction/openvino_backend.py index 8a45d72d528..b75ffe29ae1 100644 --- a/nncf/quantization/algorithms/fast_bias_correction/openvino_backend.py +++ b/nncf/quantization/algorithms/fast_bias_correction/openvino_backend.py @@ -20,7 +20,6 @@ from nncf.experimental.common.tensor_statistics.collectors import TensorCollector from nncf.openvino.graph.metatypes.groups import FAKE_QUANTIZE_OPERATIONS from nncf.openvino.graph.metatypes.groups import OPERATIONS_WITH_BIAS_REDUCED -from nncf.openvino.graph.node_utils import get_activation_channel_axis from nncf.openvino.graph.node_utils import get_bias_value from nncf.openvino.graph.node_utils import is_node_with_bias from nncf.openvino.graph.transformations.command_creation import OVCommandCreator @@ -79,14 +78,7 @@ def get_bias_value(node: NNCFNode, nncf_graph: NNCFGraph, model: ov.Model) -> Te @staticmethod def get_activation_port_ids_for_bias_node(node: NNCFNode) -> Tuple[int, int]: - activation_ports = [0, 1] - - for weight_port in node.layer_attributes.get_const_port_ids(): - activation_ports.remove(weight_port) - assert len(activation_ports) == 1 - activation_port = activation_ports[0] - - return activation_port, 0 + return 0, 0 @staticmethod def is_quantized_weights(node: NNCFNode, nncf_graph: NNCFGraph) -> bool: @@ -109,7 +101,3 @@ def is_node_with_bias(node: NNCFNode, nncf_graph: NNCFGraph) -> bool: @staticmethod def get_node_names_for_input_output_statistics(node: NNCFNode, nncf_graph: NNCFGraph) -> Tuple[str, str]: return node.node_name, node.node_name - - @staticmethod - def get_activation_channel_axis(node: NNCFNode, port_id: int, input_shape: Tuple[int]) -> int: - return get_activation_channel_axis(node, port_id, input_shape) diff --git a/nncf/quantization/algorithms/fast_bias_correction/torch_backend.py b/nncf/quantization/algorithms/fast_bias_correction/torch_backend.py index 134706415a1..cac1df66762 100644 --- a/nncf/quantization/algorithms/fast_bias_correction/torch_backend.py +++ b/nncf/quantization/algorithms/fast_bias_correction/torch_backend.py @@ -107,7 +107,3 @@ def get_node_names_for_input_output_statistics(node: NNCFNode, nncf_graph: NNCFG next_norm_node = get_potential_fused_node(input_node_name, nncf_graph) output_node_name = next_norm_node.node_name if next_norm_node else input_node_name return input_node_name, output_node_name - - @staticmethod - def get_activation_channel_axis(node: NNCFNode, pord_id: int, input_shape: Tuple[int]) -> int: - return node.metatype.output_channel_axis diff --git a/tests/onnx/test_layer_attributes.py b/tests/onnx/test_layer_attributes.py index b21034fe45d..518b1768ac7 100644 --- a/tests/onnx/test_layer_attributes.py +++ b/tests/onnx/test_layer_attributes.py @@ -13,6 +13,7 @@ import onnx import pytest +from nncf.onnx.graph.metatypes.groups import OPERATIONS_WITH_WEIGHTS from nncf.onnx.graph.nncf_graph_builder import GraphConverter from nncf.onnx.graph.nncf_graph_builder import ONNXLayerAttributes from tests.onnx.models import OPSET_VERSION @@ -95,12 +96,11 @@ def get_one_layer_model(op_name: str, node_creator: ONNXNodeCreator, input_shape @pytest.mark.parametrize( "node_creator, ref_layer_attrs", [ - (ONNXIdentityCreator, ONNXLayerAttributes()), + (ONNXIdentityCreator, None), ( ONNXConvCreator, ONNXLayerAttributes( - weight_attrs={1: {"name": "Conv1_W", "shape": [3, 3, 1, 1]}}, - bias_attrs={"name": "Conv1_B"}, + weight_attrs={1: {"name": "Conv1_W", "shape": [3, 3, 1, 1]}}, bias_attrs={"name": "Conv1_B"} ), ), ], @@ -111,4 +111,7 @@ def test_layer_attributes(node_creator, ref_layer_attrs): onnx_model = get_one_layer_model(op_name, node_creator, input_shape) nncf_graph = GraphConverter.create_nncf_graph(onnx_model) node = nncf_graph.get_node_by_name(op_name) - assert node.layer_attributes.__dict__ == ref_layer_attrs.__dict__ + if node.metatype in OPERATIONS_WITH_WEIGHTS: + assert node.layer_attributes.__dict__ == ref_layer_attrs.__dict__ + else: + assert node.layer_attributes.__dict__ == ONNXLayerAttributes().__dict__ diff --git a/tests/onnx/test_node_utils.py b/tests/onnx/test_node_utils.py index 9dc15f3215d..d73bd002acd 100644 --- a/tests/onnx/test_node_utils.py +++ b/tests/onnx/test_node_utils.py @@ -11,20 +11,14 @@ import numpy as np import pytest -from nncf.common.graph.graph import NNCFNode from nncf.onnx.graph.metatypes.onnx_metatypes import ONNXConvolutionMetatype from nncf.onnx.graph.nncf_graph_builder import GraphConverter -from nncf.onnx.graph.nncf_graph_builder import ONNXLayerAttributes -from nncf.onnx.graph.node_utils import calculate_gemm_channel_axis from nncf.onnx.graph.node_utils import get_bias_value +from nncf.onnx.graph.node_utils import transpose_axis from tests.onnx.models import OneConvolutionalIdentityBiasModel from tests.onnx.models import OneConvolutionalModel -def create_nncf_node(**layer_atrributes) -> NNCFNode: - return NNCFNode({"layer_attributes": ONNXLayerAttributes(**layer_atrributes)}) - - @pytest.mark.parametrize("model", [OneConvolutionalModel(), OneConvolutionalIdentityBiasModel()]) def test_get_bias_value(model): onnx_model = model.onnx_model @@ -36,19 +30,16 @@ def test_get_bias_value(model): @pytest.mark.parametrize( - "layer_attrs, port_id, ref_axis", + "shape, axis, expected_channel_axis", [ - [{"node_attrs": {"transA": 0, "transB": 0}}, 0, 0], - [{"node_attrs": {"transA": 0, "transB": 1}}, 0, 0], - [{"node_attrs": {"transA": 1, "transB": 0}}, 0, 1], - [{"node_attrs": {"transA": 1, "transB": 1}}, 0, 1], - [{"node_attrs": {"transA": 0, "transB": 0}}, 1, 1], - [{"node_attrs": {"transA": 0, "transB": 1}}, 1, 0], - [{"node_attrs": {"transA": 1, "transB": 0}}, 1, 1], - [{"node_attrs": {"transA": 1, "transB": 1}}, 1, 0], + ((1, 3, 5, 5), 3, 0), + ((1, 3, 5, 5), 1, 2), + ((1, 3, 5, 5), 0, 3), + ((1, 3, 5, 5), 2, 1), + ((1,), 0, 0), + ((1, 1), 1, 0), + ((1, 1), 0, 1), ], ) -def test_calculate_gemm_channel_axis(layer_attrs, port_id, ref_axis): - node = create_nncf_node(**layer_attrs) - channel_axis = calculate_gemm_channel_axis(node, port_id) - assert channel_axis == ref_axis +def test_transpose_axis(shape, axis, expected_channel_axis): + assert expected_channel_axis == transpose_axis(shape, axis) diff --git a/tests/openvino/native/data/2024.1/reference_scales/MatMul2DModel_mixed.json b/tests/openvino/native/data/2024.1/reference_scales/MatMul2DModel_mixed.json index 9b2d8af349c..fd0ed29955f 100644 --- a/tests/openvino/native/data/2024.1/reference_scales/MatMul2DModel_mixed.json +++ b/tests/openvino/native/data/2024.1/reference_scales/MatMul2DModel_mixed.json @@ -27,8 +27,8 @@ }, "Input/fq_output_0": { "input_low": 0.0, - "input_high": 0.8132702112197876, + "input_high": 0.9350724220275879, "output_low": 0.0, - "output_high": 0.8132702112197876 + "output_high": 0.9350724220275879 } } \ No newline at end of file diff --git a/tests/openvino/native/data/2024.1/reference_scales/MatMul2DModel_performance.json b/tests/openvino/native/data/2024.1/reference_scales/MatMul2DModel_performance.json index 9b2d8af349c..fd0ed29955f 100644 --- a/tests/openvino/native/data/2024.1/reference_scales/MatMul2DModel_performance.json +++ b/tests/openvino/native/data/2024.1/reference_scales/MatMul2DModel_performance.json @@ -27,8 +27,8 @@ }, "Input/fq_output_0": { "input_low": 0.0, - "input_high": 0.8132702112197876, + "input_high": 0.9350724220275879, "output_low": 0.0, - "output_high": 0.8132702112197876 + "output_high": 0.9350724220275879 } } \ No newline at end of file diff --git a/tests/openvino/native/models.py b/tests/openvino/native/models.py index 0fda3fed0f0..900fbdf29de 100644 --- a/tests/openvino/native/models.py +++ b/tests/openvino/native/models.py @@ -252,9 +252,7 @@ def _create_ov_model(self): @SYNTHETIC_MODELS.register() class MatMul2DModel(OVReferenceModel): def _create_ov_model(self): - # Originally, OpenVINO backend does not support statistics collection - # from the model with the batch size > 1. - input_shape = [1, 5] + input_shape = [3, 5] input_1 = opset.parameter(input_shape, name="Input") data = self._rng.random((5, 2)).astype(np.float32) matmul = opset.matmul(input_1, data, transpose_a=False, transpose_b=False, name="MatMul") diff --git a/tests/openvino/native/test_layer_attributes.py b/tests/openvino/native/test_layer_attributes.py index 95497cf1a12..50cab4a9b50 100644 --- a/tests/openvino/native/test_layer_attributes.py +++ b/tests/openvino/native/test_layer_attributes.py @@ -23,7 +23,6 @@ from nncf.openvino.graph.layer_attributes import OVLayerAttributes from nncf.openvino.graph.layout import OVLayoutElem from nncf.openvino.graph.layout import get_conv_weights_layout_from_node -from nncf.openvino.graph.layout import get_linear_activations_layout_from_node from nncf.openvino.graph.layout import get_linear_weights_layout_from_node from nncf.openvino.graph.nncf_graph_builder import GraphConverter @@ -154,17 +153,14 @@ def get_one_layer_model(op_name: str, node_creator, input_shape): class LayerAttributesTestCase: node_creator: Callable input_shape: Tuple[int, ...] - act_port_id: int ref_layer_attrs: OVLayerAttributes ref_weights_layout: Tuple[OVLayoutElem] - ref_acts_layout: Tuple[OVLayoutElem] TEST_CASES_CONV = [ LayerAttributesTestCase( get_conv, (1, 3, 3, 3), - 0, OVLayerAttributes( {1: {"name": "Const", "shape": (4, 3, 2, 1)}}, ConvolutionLayerAttributes( @@ -186,12 +182,10 @@ class LayerAttributesTestCase: OVLayoutElem.SPATIAL, OVLayoutElem.SPATIAL, ), - {}, ), LayerAttributesTestCase( get_convert_conv, (1, 3, 3, 3), - 0, OVLayerAttributes( {1: {"name": "Const", "shape": (4, 3, 1, 1)}}, ConvolutionLayerAttributes( @@ -213,12 +207,10 @@ class LayerAttributesTestCase: OVLayoutElem.SPATIAL, OVLayoutElem.SPATIAL, ), - {}, ), LayerAttributesTestCase( get_depthwise_conv, (1, 3, 3, 3), - 0, OVLayerAttributes( {1: {"name": "Const", "shape": (3, 3, 1, 1, 1)}}, ConvolutionLayerAttributes( @@ -241,12 +233,10 @@ class LayerAttributesTestCase: OVLayoutElem.SPATIAL, OVLayoutElem.SPATIAL, ), - {}, ), LayerAttributesTestCase( get_group_conv, (1, 10, 3, 3), - 0, OVLayerAttributes( {1: {"name": "Const", "shape": (5, 10, 2, 1, 1)}}, ConvolutionLayerAttributes( @@ -269,12 +259,10 @@ class LayerAttributesTestCase: OVLayoutElem.SPATIAL, OVLayoutElem.SPATIAL, ), - {}, ), LayerAttributesTestCase( get_transpose_conv, (1, 3, 3, 3), - 0, OVLayerAttributes( {1: {"name": "Const", "shape": (3, 4, 2, 1)}}, ConvolutionLayerAttributes( @@ -296,12 +284,10 @@ class LayerAttributesTestCase: OVLayoutElem.SPATIAL, OVLayoutElem.SPATIAL, ), - {}, ), LayerAttributesTestCase( get_transpose_group_conv, (1, 3, 3, 3), - 0, OVLayerAttributes( {1: {"name": "Const", "shape": (3, 1, 3, 1, 1)}}, ConvolutionLayerAttributes( @@ -324,7 +310,6 @@ class LayerAttributesTestCase: OVLayoutElem.SPATIAL, OVLayoutElem.SPATIAL, ), - {}, ), ] @@ -333,7 +318,6 @@ class LayerAttributesTestCase: LayerAttributesTestCase( get_matmul_b, (1, 3, 4), - 0, OVLayerAttributes( {1: {"name": "Const", "shape": (1, 4), "transpose": True}}, LinearLayerAttributes( @@ -345,12 +329,10 @@ class LayerAttributesTestCase: {"transpose": False}, ), (OVLayoutElem.C_OUT, OVLayoutElem.C_IN), - (OVLayoutElem.SPATIAL, OVLayoutElem.C_OUT, OVLayoutElem.C_IN), ), LayerAttributesTestCase( get_matmul_a, (1, 3, 4), - 0, OVLayerAttributes( {1: {"name": "Const", "shape": (3, 1), "transpose": False}}, LinearLayerAttributes( @@ -362,12 +344,10 @@ class LayerAttributesTestCase: {"transpose": True}, ), (OVLayoutElem.C_IN, OVLayoutElem.C_OUT), - (OVLayoutElem.SPATIAL, OVLayoutElem.C_IN, OVLayoutElem.C_OUT), ), LayerAttributesTestCase( get_matmul_a_swapped, (1, 3, 4), - 1, OVLayerAttributes( {0: {"name": "Const", "shape": (3, 1), "transpose": True}}, LinearLayerAttributes( @@ -379,12 +359,10 @@ class LayerAttributesTestCase: {"transpose": False}, ), (OVLayoutElem.C_IN, OVLayoutElem.C_OUT), - (OVLayoutElem.SPATIAL, OVLayoutElem.C_IN, OVLayoutElem.C_OUT), ), LayerAttributesTestCase( get_matmul_b_swapped, (1, 3, 4), - 1, OVLayerAttributes( {0: {"name": "Const", "shape": (1, 4), "transpose": False}}, LinearLayerAttributes( @@ -396,12 +374,10 @@ class LayerAttributesTestCase: {"transpose": True}, ), (OVLayoutElem.C_OUT, OVLayoutElem.C_IN), - (OVLayoutElem.SPATIAL, OVLayoutElem.C_OUT, OVLayoutElem.C_IN), ), LayerAttributesTestCase( get_1d_matmul, (1, 3, 4), - 0, OVLayerAttributes( {1: {"name": "Const", "shape": (4,), "transpose": False}}, LinearLayerAttributes( @@ -413,29 +389,25 @@ class LayerAttributesTestCase: {"transpose": False}, ), (OVLayoutElem.C_IN,), - (OVLayoutElem.SPATIAL, OVLayoutElem.C_OUT, OVLayoutElem.C_IN), ), ] TEST_CASES_NO_WEGIHTS_LAYOUT = [ - LayerAttributesTestCase(get_shape_node, (1, 3, 3, 3), 0, None, None, None), + LayerAttributesTestCase(get_shape_node, (1, 3, 3, 3), None, None), LayerAttributesTestCase( get_add, (1, 3, 4, 5), - 0, OVLayerAttributes( {1: {"name": "Const", "shape": (1, 1, 1, 1)}}, GenericWeightedLayerAttributes(False, weight_shape=(1, 1, 1, 1)), {}, ), None, - {}, ), LayerAttributesTestCase( get_lstm, (2, 3, 4), - 0, OVLayerAttributes( { 1: {"name": "hs", "shape": (2, 1, 4)}, @@ -447,7 +419,6 @@ class LayerAttributesTestCase: {}, ), None, - {}, ), ] @@ -459,7 +430,7 @@ def _get_node_to_test(test_descriptor: LayerAttributesTestCase): return nncf_graph.get_node_by_name(op_name) -@pytest.mark.parametrize("test_descriptor", TEST_CASES_LINEAR + TEST_CASES_NO_WEGIHTS_LAYOUT) +@pytest.mark.parametrize("test_descriptor", TEST_CASES_CONV + TEST_CASES_LINEAR + TEST_CASES_NO_WEGIHTS_LAYOUT) def test_layer_attributes(test_descriptor: LayerAttributesTestCase): node = _get_node_to_test(test_descriptor) if test_descriptor.ref_layer_attrs is None: @@ -482,13 +453,3 @@ def test_get_linear_weights_layout_from_node(test_descriptor: LayerAttributesTes for _ in range(2): # To test get_linear_weights_layout_from_node is a clean function weights_layout = get_linear_weights_layout_from_node(node) assert weights_layout == test_descriptor.ref_weights_layout - - -@pytest.mark.parametrize("test_descriptor", TEST_CASES_LINEAR) -def test_get_linear_activations_layout_from_node(test_descriptor: LayerAttributesTestCase): - node = _get_node_to_test(test_descriptor) - for _ in range(2): # To test get_linear_activations_layout_from_node is a clean function - acts_layout = get_linear_activations_layout_from_node( - node, test_descriptor.act_port_id, test_descriptor.input_shape - ) - assert acts_layout == test_descriptor.ref_acts_layout From 1f07622b2457fc2014b6830b43686487d86f0cd5 Mon Sep 17 00:00:00 2001 From: Lyalyushkin Nikolay Date: Tue, 2 Jul 2024 22:33:33 +0200 Subject: [PATCH 16/30] Extending functions by lstsq, svd, eye (#2774) ### Changes The following functions were added: - numeric.py: eye - linalg.py: lstsq, svd ### Reason for changes Part of int4 with LoRA adaptation implementation. ### Related tickets CVS-135863 ### Tests tests/shared/test_templates/template_test_nncf_tensor.py --- nncf/tensor/README.md | 16 ++-- nncf/tensor/functions/__init__.py | 1 + nncf/tensor/functions/linalg.py | 41 ++++++++- nncf/tensor/functions/numeric.py | 23 +++++ nncf/tensor/functions/numpy_linalg.py | 11 +++ nncf/tensor/functions/numpy_numeric.py | 14 +++ nncf/tensor/functions/torch_linalg.py | 10 +++ nncf/tensor/functions/torch_numeric.py | 15 ++++ .../template_test_nncf_tensor.py | 85 +++++++++++++++++++ 9 files changed, 205 insertions(+), 11 deletions(-) diff --git a/nncf/tensor/README.md b/nncf/tensor/README.md index 0039100036d..dc62dc16fd5 100644 --- a/nncf/tensor/README.md +++ b/nncf/tensor/README.md @@ -39,24 +39,24 @@ nncf_tensor = fns.zeros((2,2), backend=TensorBackend.torch) ### Math operations -All math operations are overrided to operated with wrapped object and return `Tensor` +All math operations are overridden to operated with wrapped object and return `Tensor` ```python tensor_a = Tensor(np.array([1,2])) -tenor_b = Tensor(np.array([1,2])) -tensor_a + tenor_b # Tensor(array([2, 4])) +tensor_b = Tensor(np.array([1,2])) +tensor_a + tensor_b # Tensor(array([2, 4])) ``` **NOTE** Division operations for the numpy backend are performed with warnings disabled for the same for all backends. ### Comparison operators -All math operations are overrided to operated with wrapped object and return `Tensor` +All math operations are overridden to operated with wrapped object and return `Tensor` ```python tensor_a = Tensor(np.array([1,2])) -tenor_b = Tensor(np.array([1,2])) -tensor_a < tenor_b # Tensor(array([False, False])) +tensor_b = Tensor(np.array([1,2])) +tensor_a < tensor_b # Tensor(array([False, False])) ``` ### Method of the Tensor class @@ -148,7 +148,7 @@ tensor_a[0:2] # Tensor(array([[1],[2]])) raise NotImplementedError(f"Function `foo` is not implemented for {type(x)}") ``` -3. Add backend specific implementation of method to correcponding module: +3. Add backend specific implementation of method to corresponding module: - `functions/numpy_*.py` @@ -172,7 +172,7 @@ tensor_a[0:2] # Tensor(array([[1],[2]])) 1. Add backend specific implementation for all function from functions module in `functions/_*.py` file. -2. Add `test_tensor.py` in backend-specific t directory for tests that inherited from class `TemplateTestNNCFTensorOperators` +2. Add `test_tensor.py` in backend-specific directory for tests that inherited from class `TemplateTestNNCFTensorOperators` ```python class TestNPNNCFTensorOperators(TemplateTestNNCFTensorOperators): diff --git a/nncf/tensor/functions/__init__.py b/nncf/tensor/functions/__init__.py index 3eb3eabbc49..48f595c35f9 100644 --- a/nncf/tensor/functions/__init__.py +++ b/nncf/tensor/functions/__init__.py @@ -25,6 +25,7 @@ from nncf.tensor.functions.numeric import diag as diag from nncf.tensor.functions.numeric import dtype as dtype from nncf.tensor.functions.numeric import expand_dims as expand_dims +from nncf.tensor.functions.numeric import eye as eye from nncf.tensor.functions.numeric import finfo as finfo from nncf.tensor.functions.numeric import flatten as flatten from nncf.tensor.functions.numeric import from_numpy as from_numpy diff --git a/nncf/tensor/functions/linalg.py b/nncf/tensor/functions/linalg.py index c73a841b5b1..441287f7d79 100644 --- a/nncf/tensor/functions/linalg.py +++ b/nncf/tensor/functions/linalg.py @@ -76,7 +76,7 @@ def cholesky(a: Tensor, upper: bool = False) -> Tensor: If `upper` is True, then the conjugate transpose tensor of the tensor with upper=False is returned. - :param a: The input tensor of size (n,n). + :param a: The input tensor of size (N, N). :param upper: Whether to compute the upper- or lower-triangular Cholesky factorization. Default is lower-triangular. :return: Upper- or lower-triangular Cholesky factor of `a`. @@ -91,7 +91,7 @@ def cholesky_inverse(a: Tensor, upper: bool = False) -> Tensor: Computes the inverse of a complex Hermitian or real symmetric positive-definite matrix given its Cholesky decomposition. - :param a: The input tensor of size (n,n) consisting of lower or upper triangular Cholesky + :param a: The input tensor of size (N, N) consisting of lower or upper triangular Cholesky decompositions of symmetric or Hermitian positive-definite matrices. :param upper: The flag that indicates whether the input tensor is lower triangular or upper triangular. Default: False. @@ -106,8 +106,43 @@ def inv(a: Tensor) -> Tensor: """ Computes the inverse of a matrix. - :param a: The input tensor of shape (*, n, n) where * is zero or more batch dimensions + :param a: The input tensor of shape (*, N, N) where * is zero or more batch dimensions consisting of invertible matrices. :return: The inverse of the input tensor. """ return Tensor(inv(a.data)) + + +@functools.singledispatch +@tensor_guard +def lstsq(a: Tensor, b: Tensor, driver: Optional[str] = None) -> Tensor: + """ + Compute least-squares solution to equation Ax = b. + + :param a: Left-hand side tensor of size (M, N). + :param b: Right-hand side tensor of size (M,) or (M, K). + :param driver: name of the LAPACK/MAGMA method to be used for solving the least-squares problem. + :return: a tensor of size (N,) or (N, K), such that the 2-norm |b - A x| is minimized. + """ + return Tensor(lstsq(a.data, b.data, driver)) + + +@functools.singledispatch +@tensor_guard +def svd(a: Tensor, full_matrices: Optional[bool] = True) -> Tensor: + """ + Factorizes the matrix a into two unitary matrices U and Vh, and a 1-D array s of singular values + (real, non-negative) such that a == U @ S @ Vh, where S is a suitably shaped matrix of zeros with main diagonal s. + + :param a: Tensor of shape (*, M, N) where * is zero or more batch dimensions. + :param full_matrices: Controls whether to compute the full or reduced SVD, and consequently, + If True (default), u and vh have the shapes (..., M, M) and (..., N, N), respectively. + Otherwise, the shapes are (..., M, K) and (..., K, N), respectively, where K = min(M, N). + :return: a tuple with the following tensors: + U - Unitary matrix having left singular vectors as columns. Of shape (M, M) or (M, K), + depending on full_matrices. + S - The singular values, sorted in non-increasing order. Of shape (K,), with K = min(M, N). + Vh - Unitary matrix having right singular vectors as rows. Of shape (N, N) or (K, N) depending on full_matrices. + """ + U, S, Vh = svd(a.data, full_matrices=full_matrices) + return (Tensor(U), Tensor(S), Tensor(Vh)) diff --git a/nncf/tensor/functions/numeric.py b/nncf/tensor/functions/numeric.py index df2a4711c09..72f2a4b3c7f 100644 --- a/nncf/tensor/functions/numeric.py +++ b/nncf/tensor/functions/numeric.py @@ -818,6 +818,29 @@ def zeros( return Tensor(get_numeric_backend_fn("zeros", backend)(shape, dtype=dtype, device=device)) +def eye( + n: int, + m: Optional[int] = None, + *, + backend: TensorBackend, + dtype: Optional[TensorDataType] = None, + device: Optional[TensorDeviceType] = None, +) -> Tensor: + """ + Return a 2-D array with ones on the diagonal and zeros elsewhere. + + :param n: Number of rows in the output. + :param m: Number of columns in the output. If None, defaults to n. + :param backend: The backend type for which the eye tensor is required. + :param dtype: The data type of the returned tensor, If dtype is not given, + then the default data type is determined by backend. + :param device: The device on which the tensor will be allocated, If device is not given, + then the default device is determined by backend. + :return: A tensor where all elements are equal to zero, except for the k-th diagonal, whose values are equal to one. + """ + return Tensor(get_numeric_backend_fn("eye", backend)(n, m, dtype=dtype, device=device)) + + def arange( start: float, end: Optional[float] = None, diff --git a/nncf/tensor/functions/numpy_linalg.py b/nncf/tensor/functions/numpy_linalg.py index ddb94dddaf2..4ecf4633725 100644 --- a/nncf/tensor/functions/numpy_linalg.py +++ b/nncf/tensor/functions/numpy_linalg.py @@ -12,6 +12,7 @@ from typing import Optional, Tuple, Union import numpy as np +from scipy.linalg import lstsq from nncf.tensor.functions import linalg from nncf.tensor.functions.dispatcher import register_numpy_types @@ -47,3 +48,13 @@ def _(a: Union[np.ndarray, np.generic], upper: bool = False) -> np.ndarray: @register_numpy_types(linalg.inv) def _(a: Union[np.ndarray, np.generic]) -> np.ndarray: return np.linalg.inv(a) + + +@register_numpy_types(linalg.lstsq) +def _(a: Union[np.ndarray, np.generic], b: Union[np.ndarray, np.generic], driver: Optional[str] = None) -> np.ndarray: + return lstsq(a, b, lapack_driver=driver)[0] + + +@register_numpy_types(linalg.svd) +def _(a: Union[np.ndarray, np.generic], full_matrices: Optional[bool] = True) -> np.ndarray: + return np.linalg.svd(a, compute_uv=True, full_matrices=full_matrices) diff --git a/nncf/tensor/functions/numpy_numeric.py b/nncf/tensor/functions/numpy_numeric.py index e3492d969b2..c3a235053f5 100644 --- a/nncf/tensor/functions/numpy_numeric.py +++ b/nncf/tensor/functions/numpy_numeric.py @@ -392,6 +392,20 @@ def zeros( return np.zeros(shape, dtype=dtype) +def eye( + n: int, + m: Optional[int] = None, + *, + dtype: Optional[TensorDataType] = None, + device: Optional[TensorDeviceType] = None, +) -> np.ndarray: + if device is not None and device != TensorDeviceType.CPU: + raise ValueError("numpy_numeric.eye only supports CPU device.") + if dtype is not None: + dtype = DTYPE_MAP[dtype] + return np.eye(n, m, dtype=dtype) + + def arange( start: float, end: float, diff --git a/nncf/tensor/functions/torch_linalg.py b/nncf/tensor/functions/torch_linalg.py index c2a6397e427..19c88209d2f 100644 --- a/nncf/tensor/functions/torch_linalg.py +++ b/nncf/tensor/functions/torch_linalg.py @@ -38,3 +38,13 @@ def _(a: torch.Tensor, upper: bool = False) -> torch.Tensor: @linalg.inv.register(torch.Tensor) def _(a: torch.Tensor) -> torch.Tensor: return torch.linalg.inv(a) + + +@linalg.lstsq.register(torch.Tensor) +def _(a: torch.Tensor, b: torch.Tensor, driver: Optional[str] = None) -> torch.Tensor: + return torch.linalg.lstsq(a, b, driver=driver).solution + + +@linalg.svd.register(torch.Tensor) +def _(a: torch.Tensor, full_matrices: Optional[bool] = True) -> torch.Tensor: + return torch.linalg.svd(a, full_matrices=full_matrices) diff --git a/nncf/tensor/functions/torch_numeric.py b/nncf/tensor/functions/torch_numeric.py index dea390de4df..c8b0bd31772 100644 --- a/nncf/tensor/functions/torch_numeric.py +++ b/nncf/tensor/functions/torch_numeric.py @@ -421,6 +421,21 @@ def zeros( return torch.zeros(*shape, dtype=dtype, device=device) +def eye( + n: int, + m: Optional[int] = None, + *, + dtype: Optional[TensorDataType] = None, + device: Optional[TensorDeviceType] = None, +) -> torch.Tensor: + if dtype is not None: + dtype = DTYPE_MAP[dtype] + if device is not None: + device = DEVICE_MAP[device] + p_args = (n,) if m is None else (n, m) + return torch.eye(*p_args, dtype=dtype, device=device) + + def arange( start: float, end: float, diff --git a/tests/shared/test_templates/template_test_nncf_tensor.py b/tests/shared/test_templates/template_test_nncf_tensor.py index 8a514b679a1..b2d01debe02 100644 --- a/tests/shared/test_templates/template_test_nncf_tensor.py +++ b/tests/shared/test_templates/template_test_nncf_tensor.py @@ -12,6 +12,7 @@ import operator from abc import abstractmethod +from math import sqrt from typing import TypeVar import numpy as np @@ -1491,6 +1492,28 @@ def test_fn_zeros(self): assert tensor_a.shape == shape assert fns.all(tensor_a == 0) + @pytest.mark.parametrize( + "n, m, ref", + ( + (2, None, [[1, 0], [0, 1]]), + (2, 2, [[1, 0], [0, 1]]), + (2, 1, [[1], [0]]), + (1, 2, [[1, 0]]), + ), + ) + def test_fn_eye(self, n, m, ref): + for dtype in TensorDataType: + if dtype == TensorDataType.bfloat16 and self.backend() == TensorBackend.numpy: + continue + tensor_a = fns.eye(n, m, backend=self.backend(), dtype=dtype, device=self.device()) + assert isinstance(tensor_a, Tensor) + assert tensor_a.device == self.device() + assert tensor_a.backend == self.backend() + assert tensor_a.dtype == dtype + ref_shape = (n, n) if m is None else (n, m) + assert tensor_a.shape == ref_shape + assert fns.allclose(tensor_a, ref) + @pytest.mark.parametrize( "start, end, stop, ref", ((3, None, None, [0, 1, 2]), (0, 3, None, [0, 1, 2]), (0, 3, 1, [0, 1, 2]), (2, -1, -1, [2, 1, 0])), @@ -1550,3 +1573,65 @@ def test_searchsorted_2d_error(self): tensor_v = Tensor(self.to_tensor([-2.0, -0.6, 0.0, 0.3, 1.5])) with pytest.raises(ValueError): fns.searchsorted(tensor_a, tensor_v) + + @pytest.mark.parametrize( + "x, y, a_ref, b_ref", + ( + ([1.0, 2.0, 4.0], [3.0, 4.0, 6.0], 1, 2), + ([1.0, 2.0, 3.0], [3.0, 2.5, 1.0], -1, 25 / 6), + ), + ) + def test_lstsq(self, x, y, a_ref, b_ref): + t_x = Tensor(self.to_tensor(x)) + t_y = Tensor(self.to_tensor(y)) + M = Tensor(self.to_tensor(np.vstack([x, np.ones_like(x) ** 0]).transpose())) + M = M.astype(t_x.dtype) + + solution = fns.linalg.lstsq(M, t_y) + a, b = solution + + assert isinstance(solution, Tensor) + assert fns.allclose(a, a_ref) + assert fns.allclose(b, b_ref) + + @pytest.mark.parametrize( + "a, full_matrices, abs_res_ref", + ( + # example is taken from: https://www.d.umn.edu/~mhampton/m4326svd_example.pdf + # compare absolute values, since different backends may vary the sign. + ( + [[3.0, 2.0, 2.0], [2.0, 3.0, -2.0]], + True, + ( + [[1 / sqrt(2), 1 / sqrt(2)], [1 / sqrt(2), 1 / sqrt(2)]], + [5.0, 3.0], + [ + [1 / sqrt(2), 1 / sqrt(2), 0.0], + [1 / sqrt(18), 1 / sqrt(18), 4 / sqrt(18)], + [2 / 3, 2 / 3, 1 / 3], + ], + ), + ), + ( + [[3.0, 2.0, 2.0], [2.0, 3.0, -2.0]], + False, + ( + [[1 / sqrt(2), 1 / sqrt(2)], [1 / sqrt(2), 1 / sqrt(2)]], + [5.0, 3.0], + [ + [1 / sqrt(2), 1 / sqrt(2), 0.0], + [1 / sqrt(18), 1 / sqrt(18), 4 / sqrt(18)], + ], + ), + ), + ), + ) + def test_svd(self, a, full_matrices, abs_res_ref): + t_a = Tensor(self.to_tensor(a)) + + res = fns.linalg.svd(t_a, full_matrices) + + assert isinstance(res, tuple) + for act, abs_ref in zip(res, abs_res_ref): + assert isinstance(act, Tensor) + assert fns.allclose(fns.abs(act), abs_ref, atol=1e-7) From aeaaf1995c46183f4aa07f786e253dd6195598c8 Mon Sep 17 00:00:00 2001 From: Alexander Dokuchaev Date: Wed, 3 Jul 2024 12:11:40 +0300 Subject: [PATCH 17/30] Adjust NNCF to numpy 2.0 api (#2772) ### Changes - https://numpy.org/devdocs/numpy_2_0_migration_guide.html - Enable numpy rules for ruff ### Related tickets 138867 --- nncf/tensor/functions/numpy_numeric.py | 6 ++++-- nncf/tensor/functions/torch_numeric.py | 4 +++- nncf/torch/automl/environment/quantization_env.py | 4 ++-- ruff.toml | 2 ++ tests/torch/automl/test_quantization_env.py | 3 ++- 5 files changed, 13 insertions(+), 6 deletions(-) diff --git a/nncf/tensor/functions/numpy_numeric.py b/nncf/tensor/functions/numpy_numeric.py index c3a235053f5..baeee0c6703 100644 --- a/nncf/tensor/functions/numpy_numeric.py +++ b/nncf/tensor/functions/numpy_numeric.py @@ -217,7 +217,7 @@ def _( axis: Optional[Union[int, Tuple[int]]] = None, keepdims: bool = False, ) -> Union[np.ndarray, np.generic]: - return np.array(np.quantile(a, q=q, axis=axis, keepdims=keepdims)) + return np.array(np.quantile(a.astype(np.float64, copy=False), q=q, axis=axis, keepdims=keepdims)) @register_numpy_types(numeric.percentile) @@ -227,7 +227,9 @@ def _( axis: Union[int, Tuple[int, ...], List[int]], keepdims: bool = False, ) -> List[Union[np.ndarray, np.generic]]: - return np.quantile(a, q=np.true_divide(np.array(q), 100), axis=axis, keepdims=keepdims) + return np.quantile( + a.astype(np.float64, copy=False), q=np.true_divide(np.array(q), 100), axis=axis, keepdims=keepdims + ) @register_numpy_types(numeric._binary_op_nowarn) diff --git a/nncf/tensor/functions/torch_numeric.py b/nncf/tensor/functions/torch_numeric.py index c8b0bd31772..bceb9d829eb 100644 --- a/nncf/tensor/functions/torch_numeric.py +++ b/nncf/tensor/functions/torch_numeric.py @@ -245,7 +245,9 @@ def quantile( axis, keepdims, ) - return torch.tensor(np.quantile(a.detach().cpu().numpy(), q=q, axis=axis, keepdims=keepdims)).to(device) + return torch.tensor( + np.quantile(a.detach().cpu().numpy().astype(np.float64, copy=False), q=q, axis=axis, keepdims=keepdims) + ).to(device) @numeric.percentile.register(torch.Tensor) diff --git a/nncf/torch/automl/environment/quantization_env.py b/nncf/torch/automl/environment/quantization_env.py index 4453b489110..75f1c57adeb 100644 --- a/nncf/torch/automl/environment/quantization_env.py +++ b/nncf/torch/automl/environment/quantization_env.py @@ -8,10 +8,10 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. - import ctypes import functools import json +import math import os import os.path as osp from collections import OrderedDict @@ -520,7 +520,7 @@ def lower_bitwidth(bw: int, qconf_space: List[QuantizerConfig]) -> int: def reward(self, acc: float, model_ratio: float) -> float: def order_of_magnitude(number): - return np.floor(np.math.log(abs(number), 10)) + return np.floor(math.log(abs(number), 10)) if self.pretrained_score == 0: return acc diff --git a/ruff.toml b/ruff.toml index cf3a51e0c36..517eed635cc 100644 --- a/ruff.toml +++ b/ruff.toml @@ -14,11 +14,13 @@ ignore = [ "SIM110", # reimplemented-builtin "SIM117", # multiple-with-statements "SIM103", # needless-bool + "NPY002", # numpy-legacy-random ] select = [ "E", # pycodestyle rules "F", # pyflakes rules "CPY001", # copyright check + "NPY", # numpy rules ] extend-select = [ "SIM", # https://pypi.org/project/flake8-simplify diff --git a/tests/torch/automl/test_quantization_env.py b/tests/torch/automl/test_quantization_env.py index 3a03c666654..8062f4bffd1 100644 --- a/tests/torch/automl/test_quantization_env.py +++ b/tests/torch/automl/test_quantization_env.py @@ -8,6 +8,7 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. +import math from copy import deepcopy import numpy as np @@ -165,7 +166,7 @@ def test_reward(pretrained_score, compressed_score, model_size_ratio): qenv.reward(compressed_score, model_size_ratio) else: reward = qenv.reward(compressed_score, model_size_ratio) - assert reward == compressed_score * (10 ** (-np.floor(np.math.log(abs(pretrained_score), 10)))) + assert reward == compressed_score * (10 ** (-np.floor(math.log(abs(pretrained_score), 10)))) STRATEGY_LIST = [[2], [8, 8], [4, 8, 2]] From a644a1ea35d193e4179e6bf6b108ccc750969dce Mon Sep 17 00:00:00 2001 From: Nikita Malinin Date: Wed, 3 Jul 2024 13:13:45 +0200 Subject: [PATCH 18/30] Update Fast-/BC with MatMul/Gemm support (#2776) ### Changes - Updated FastBiasCorrection algorithm to correct work with transposed MatMul (OV) and Gemm (ONNX) layers. - Updated BiasCorrection algorithm to avoid recursion depth error. ### Reason for changes - FastBiasCorrection algorithm adaptation. - BiasCorrection improvement for many correctable layers. ### Related tickets - 144240 ### Tests - manual, post_training_quantization/418/ - passed --- nncf/onnx/graph/node_utils.py | 50 ++++---- nncf/openvino/graph/layout.py | 53 +++++--- nncf/openvino/graph/node_utils.py | 32 ++++- .../algorithms/bias_correction/algorithm.py | 115 ++++++++++++------ .../fast_bias_correction/algorithm.py | 50 +++++--- .../fast_bias_correction/backend.py | 12 ++ .../fast_bias_correction/onnx_backend.py | 17 ++- .../fast_bias_correction/openvino_backend.py | 14 ++- .../fast_bias_correction/torch_backend.py | 4 + tests/onnx/quantization/test_min_max.py | 13 ++ tests/onnx/test_layer_attributes.py | 11 +- tests/onnx/test_node_utils.py | 32 +++-- .../openvino/native/test_layer_attributes.py | 43 ++++++- 13 files changed, 326 insertions(+), 120 deletions(-) diff --git a/nncf/onnx/graph/node_utils.py b/nncf/onnx/graph/node_utils.py index be9909cb86a..ccb2e38b8ca 100644 --- a/nncf/onnx/graph/node_utils.py +++ b/nncf/onnx/graph/node_utils.py @@ -9,7 +9,7 @@ # See the License for the specific language governing permissions and # limitations under the License. -from typing import Dict, List, Optional, Tuple +from typing import Dict, Optional, Tuple import numpy as np import onnx @@ -122,18 +122,6 @@ def is_port_quantized(node: NNCFNode, nncf_graph: NNCFGraph, port_id: int) -> bo return False -def transpose_axis(shape: List[int], axis: int) -> int: - """ - Returns transpose axis. - - :param shape: Tensor shape. - :param axis: Axis before transpose (only positive). - :return: Axis after transpose. - """ - assert axis >= 0 - return range(len(shape) - 1, -1, -1)[axis] # Iterate backward throug axis - - def get_weight_quantization_axis(node: NNCFNode, port_id: int) -> int: """ Returns weight tensor axis, along which quantizer parameters are calculated. @@ -143,21 +131,33 @@ def get_weight_quantization_axis(node: NNCFNode, port_id: int) -> int: :return: Axis, along which quantizer parameters are calculated. """ weight_channel_axis = node.metatype.weight_channel_axis - if node.layer_attributes.has_node_attrs() and node.metatype == om.ONNXGemmMetatype: - weight_shape = node.layer_attributes.weight_attrs[port_id]["shape"] - weight_channel_axis %= len(weight_shape) # Make axis positive - if port_id == 0: - weight_channel_axis -= 1 - if ( - port_id == 0 - and node.layer_attributes.node_attrs["transA"] == 1 - or port_id == 1 - and node.layer_attributes.node_attrs["transB"] == 1 - ): - weight_channel_axis = transpose_axis(weight_shape, weight_channel_axis) + + if node.metatype == om.ONNXGemmMetatype: + trans_attr = "transB" if port_id else "transA" + transpose = node.layer_attributes.node_attrs[trans_attr] + # 0 - (M, K), 1 - (K, N) + weight_channel_axis = -1 - port_id if transpose else -2 + port_id return weight_channel_axis +def get_act_quantization_axis(node: NNCFNode, port_id: int) -> int: + """ + Returns activation tensor axis, along which quantizer parameters are calculated. + + :param node: NNCFNode, with the activation on input port_id. + :param port_id: Input port id on which there is a activation of a node. + :return: Axis, along which quantizer parameters are calculated. + """ + act_channel_axis = node.metatype.output_channel_axis + + if node.metatype == om.ONNXGemmMetatype: + trans_attr = "transB" if port_id else "transA" + transpose = node.layer_attributes.node_attrs[trans_attr] + # 0 - (M, K), 1 - (K, N) + act_channel_axis = -2 + port_id if transpose else -1 - port_id + return act_channel_axis + + def _get_activation_tensor_shape( nncf_graph: NNCFGraph, node: NNCFNode, target_point: ONNXTargetPoint ) -> Optional[Tuple[int, ...]]: diff --git a/nncf/openvino/graph/layout.py b/nncf/openvino/graph/layout.py index e15209d7e96..0ad8c6e33ae 100644 --- a/nncf/openvino/graph/layout.py +++ b/nncf/openvino/graph/layout.py @@ -10,7 +10,7 @@ # limitations under the License. from enum import Enum -from typing import List, Tuple +from typing import Tuple from nncf.common.graph.graph import NNCFNode from nncf.openvino.graph.layer_attributes import OVLayerAttributes @@ -46,7 +46,7 @@ class OVLayoutElem(Enum): } -def get_conv_weights_layout_from_node(node: NNCFNode) -> List[OVLayoutElem]: +def get_conv_weights_layout_from_node(node: NNCFNode) -> Tuple[OVLayoutElem]: """ Calculates weights layout for a target convolution node. @@ -60,7 +60,7 @@ def get_conv_weights_layout_from_node(node: NNCFNode) -> List[OVLayoutElem]: ) -def get_linear_weights_layout_from_node(node: NNCFNode) -> List[OVLayoutElem]: +def get_linear_weights_layout_from_node(node: NNCFNode) -> Tuple[OVLayoutElem]: """ Calculates weights layout for a target linear node. @@ -70,14 +70,33 @@ def get_linear_weights_layout_from_node(node: NNCFNode) -> List[OVLayoutElem]: layer_attributes = node.layer_attributes port_id = _get_constant_port_id_from_layer_attributes(layer_attributes) constant_layer_attrs = layer_attributes.constant_attributes[port_id] - return get_linear_weights_layout( - weights_shape=constant_layer_attrs["shape"], + return get_linear_input_layout( + input_shape=constant_layer_attrs["shape"], transpose=constant_layer_attrs["transpose"], port_id=port_id, ) -def get_conv_weights_layout(ov_metatype: OVOpMetatype, weights_shape: Tuple[int, ...]) -> List[OVLayoutElem]: +def get_linear_activations_layout_from_node( + node: NNCFNode, port_id: int, input_shape: Tuple[int] +) -> Tuple[OVLayoutElem]: + """ + Calculates activations layout for a target linear node. + + :param node: Target linear node. + :param port_id: Target input port ID. + :param input_shape: Shape of the input. + :return: Target linear Node weight layout. + """ + act_layer_attrs = node.layer_attributes.input_attributes + return get_linear_input_layout( + input_shape=input_shape, + transpose=act_layer_attrs["transpose"], + port_id=port_id, + ) + + +def get_conv_weights_layout(ov_metatype: OVOpMetatype, weights_shape: Tuple[int, ...]) -> Tuple[OVLayoutElem]: """ Calculates weights layout for a target convolution node. @@ -91,23 +110,23 @@ def get_conv_weights_layout(ov_metatype: OVOpMetatype, weights_shape: Tuple[int, return tuple(weights_layout) -def get_linear_weights_layout(weights_shape: Tuple[int, ...], transpose: bool, port_id: int) -> List[OVLayoutElem]: +def get_linear_input_layout(input_shape: Tuple[int, ...], transpose: bool, port_id: int) -> Tuple[OVLayoutElem]: """ - Calculates weights layout for a target linear node. + Calculates input layout for a target linear node. - :param weights_shape: Shape of the target linear node weight. - :param port_id: Port id of the target liner node weights. - :return: Target linear node weight layout. + :param input_shape: Shape of the target linear node input. + :param port_id: Port id of the target linear node input. + :return: Target linear node input layout. """ - weights_layout = [OVLayoutElem.SPATIAL] * (len(weights_shape) - 2) - if len(weights_shape) > 1: + input_layout = [OVLayoutElem.SPATIAL] * (len(input_shape) - 2) + if len(input_shape) > 1: if (transpose and port_id == 0) or (not transpose and port_id == 1): - weights_layout += [OVLayoutElem.C_IN, OVLayoutElem.C_OUT] + input_layout += [OVLayoutElem.C_IN, OVLayoutElem.C_OUT] else: - weights_layout += [OVLayoutElem.C_OUT, OVLayoutElem.C_IN] + input_layout += [OVLayoutElem.C_OUT, OVLayoutElem.C_IN] else: - weights_layout += [OVLayoutElem.C_IN] - return tuple(weights_layout) + input_layout += [OVLayoutElem.C_IN] + return tuple(input_layout) def _get_constant_port_id_from_layer_attributes(layer_attributes: OVLayerAttributes) -> int: diff --git a/nncf/openvino/graph/node_utils.py b/nncf/openvino/graph/node_utils.py index 44ad699c0e8..69047337830 100644 --- a/nncf/openvino/graph/node_utils.py +++ b/nncf/openvino/graph/node_utils.py @@ -26,7 +26,8 @@ from nncf.openvino.graph.layout import OVLayoutElem from nncf.openvino.graph.layout import get_conv_weights_layout from nncf.openvino.graph.layout import get_conv_weights_layout_from_node -from nncf.openvino.graph.layout import get_linear_weights_layout +from nncf.openvino.graph.layout import get_linear_activations_layout_from_node +from nncf.openvino.graph.layout import get_linear_input_layout from nncf.openvino.graph.layout import get_linear_weights_layout_from_node from nncf.openvino.graph.metatypes.groups import CONV_OPERATIONS from nncf.openvino.graph.metatypes.groups import OPERATIONS_WITH_BIAS @@ -79,6 +80,11 @@ def is_node_with_bias( if node.metatype not in metatypes_with_bias: return False + # Since we do not verify bias constant shape, we need to verify the weight's existence at least. + # layer_attributes adds only for nodes with weights, according to the nncf_graph_builder.py for the backend. + if node.layer_attributes is None: + return False + return get_add_bias_node(node, nncf_graph) is not None @@ -452,8 +458,8 @@ def get_weighted_layer_attributes( return ConvolutionLayerAttributes(**kwargs) if ov_metatype == OVMatMulMetatype: weights_shape = attrs["shape"] - weights_layout = get_linear_weights_layout( - weights_shape=weights_shape, transpose=attrs["transpose"], port_id=port_id + weights_layout = get_linear_input_layout( + input_shape=weights_shape, transpose=attrs["transpose"], port_id=port_id ) kwargs = { @@ -468,3 +474,23 @@ def get_weighted_layer_attributes( } return LinearLayerAttributes(**kwargs) return GenericWeightedLayerAttributes(weight_requires_grad=False, weight_shape=attrs.get("shape", None)) + + +def get_activation_channel_axis(node: NNCFNode, port_id: int, input_shape: Tuple[int]) -> int: + """ + Returns axis number of the activation tensor which correspond to it channel. + + :param node: NNCFNode instance. + :param port_id: Port ID for input. + :param input_shape: Shape of the input. + :return: Channel axis number. + """ + # In case of the OpenVINO, [N, C, ..] layout applicable for most quantizable layers. + channel_axis = 1 + + # But the MatMul layers may transpose inputs internally. + if node.metatype == OVMatMulMetatype: + activations_layout = get_linear_activations_layout_from_node(node, port_id, input_shape) + channel_axis = activations_layout.index(OVLayoutElem.C_IN) + + return channel_axis diff --git a/nncf/quantization/algorithms/bias_correction/algorithm.py b/nncf/quantization/algorithms/bias_correction/algorithm.py index c5aaadf786a..fe9c4716a38 100644 --- a/nncf/quantization/algorithms/bias_correction/algorithm.py +++ b/nncf/quantization/algorithms/bias_correction/algorithm.py @@ -19,7 +19,6 @@ from nncf.common.factory import ModelTransformerFactory from nncf.common.factory import NNCFGraphFactory from nncf.common.graph import NNCFGraph -from nncf.common.graph import NNCFGraphEdge from nncf.common.graph import NNCFNode from nncf.common.graph.definitions import NNCFGraphNodeType from nncf.common.graph.transformations.commands import TargetType @@ -216,24 +215,28 @@ def _is_node_correctable(self, node: NNCFNode, nncf_graph: NNCFGraph) -> bool: node, nncf_graph ) - def _get_subgraph_data_for_node(self, node: NNCFNode, nncf_graph: NNCFGraph) -> Dict[str, List[str]]: + def _find_subgraph_output_ids(self, nncf_graph: NNCFGraph, main_node: NNCFNode) -> List[Tuple[str, int]]: """ - This method collects necessary data for the specified node and its subgraph. - This data contains the nodes (NNCFNode) for the subgraph building - and statistics collection (for the next step). + The essence of the method is to collect output points for the future subgraph. + It is understood that the main_node is the one for which the correction will be performed. + In the process of traversing the graph from top to bottom, we look for nodes that will be + adjusted in the next step. Output points for these nodes are added to the resulting container. + The mapping with the nodes for which statistics have been collected - self._collected_stat_inputs_map + is also filled in. - :param node: NNCFNode instance. This is the main node with bias that would be corrected (or not). - :param nncf_graph: NNCFGraph instance for graph analysis. - :return: A dict with the list of the nodes for the subgraph input and statistics collection. + :param nncf_graph: NNCFGraph instance. + :param main_node: Correctable NNCFNode. + :return: Collected output ids. """ - statistic_nodes = [] - subgraph_input_ids, subgraph_output_ids = [], [] - - def fill_subgraph_output_ids(edge: NNCFGraphEdge): + visited_nodes = set() + subgraph_output_ids = [] + edges_queue = nncf_graph.get_output_edges(main_node) + while edges_queue: + edge = edges_queue.pop() node = edge.to_node if node in visited_nodes: - return - visited_nodes.append(node) + continue + visited_nodes.add(node) input_id = (node.node_name, edge.input_port_id) output_id = (edge.from_node.node_name, edge.output_port_id) @@ -244,14 +247,46 @@ def fill_subgraph_output_ids(edge: NNCFGraphEdge): if self._is_node_correctable(node, nncf_graph): subgraph_output_ids.append(output_id) self._collected_stat_inputs_map[input_id] = output_id + continue - statistic_nodes.append(edge.from_node) - return + edges_queue.extend(nncf_graph.get_output_edges(node)) + return subgraph_output_ids - for output_edge in nncf_graph.get_output_edges(node): - fill_subgraph_output_ids(output_edge) + def _get_statistic_nodes(self, nncf_graph: NNCFGraph, subgraph_output_ids: List[Tuple[str, int]]) -> List[NNCFNode]: + """ + This method extracts NNCFNode instances from the subgraph_output_ids list. - def fill_subgraph_input_ids(edge: NNCFGraphEdge): + :param nncf_graph: NNCFGraph instance. + :param subgraph_output_ids: Container filled with output ids. + :return: Collected NNCFNodes. + """ + statistic_nodes = [] + for subgraph_output_id in subgraph_output_ids: + node_name, _ = subgraph_output_id + node = nncf_graph.get_node_by_name(node_name) + statistic_nodes.append(node) + return statistic_nodes + + def _find_subgraph_input_ids( + self, nncf_graph: NNCFGraph, main_node: NNCFNode, subgraph_output_ids: List[Tuple[str, int]] + ) -> List[Tuple[str, int]]: + """ + The essence of the method is to collect entry points for the future subgraph. + It is understood that the main_node is the one from the statistic nodes collected before. + In the process of traversing the graph from bottom to top, we look for layers for which statistics were or + will be collected in the previous step and placed into self._collected_stat_inputs_map + (and not into subgraph_output_ids). Entry points for these nodes are added to the resulting container. + + :param nncf_graph: NNCFGraph instance. + :param main_node: Correctable NNCFNode. + :param subgraph_output_ids: Container filled with output ids. + :return: Collected input ids. + """ + visited_nodes = set() + subgraph_input_ids = [] + edges_queue = nncf_graph.get_input_edges(main_node) + while edges_queue: + edge = edges_queue.pop() node = edge.from_node input_id = (edge.to_node.node_name, edge.input_port_id) @@ -261,28 +296,38 @@ def fill_subgraph_input_ids(edge: NNCFGraphEdge): activation_id = self._collected_stat_inputs_map[input_id] if activation_id not in subgraph_output_ids: subgraph_input_ids.append(input_id) - return + continue if node in visited_nodes: - return - visited_nodes.append(node) + continue + visited_nodes.add(node) + edges_queue.extend(nncf_graph.get_input_edges(node)) + return subgraph_input_ids - for input_edge in nncf_graph.get_input_edges(node): - fill_subgraph_input_ids(input_edge) + def _get_subgraph_data_for_node(self, node: NNCFNode, nncf_graph: NNCFGraph) -> Dict[str, List[str]]: + """ + This method collects necessary data for the specified node and its subgraph. + This data contains the nodes (NNCFNode) for the subgraph building + and statistics collection (for the next step). + + :param node: NNCFNode instance. This is the main node with bias that would be corrected (or not). + :param nncf_graph: NNCFGraph instance for graph analysis. + :return: A dict with the list of the nodes for the subgraph input and statistics collection. + """ + subgraph_input_ids = [] # First, we need to find out the nodes with bias that follow by main node. # To collect statistics for next nodes. - visited_nodes = [] - for output_edge in nncf_graph.get_output_edges(node): - fill_subgraph_output_ids(output_edge) + subgraph_output_ids = self._find_subgraph_output_ids(nncf_graph, node) + statistic_nodes = self._get_statistic_nodes(nncf_graph, subgraph_output_ids) # We then need to find nodes for which statistics have already been collected, # to use them as inputs for the subgraph. statistic_nodes = statistic_nodes if statistic_nodes else nncf_graph.get_next_nodes(node) - visited_nodes = [] + for stat_node in statistic_nodes: - for input_edge in nncf_graph.get_input_edges(stat_node): - fill_subgraph_input_ids(input_edge) + stat_node_inputs = self._find_subgraph_input_ids(nncf_graph, stat_node, subgraph_output_ids) + subgraph_input_ids.extend(stat_node_inputs) if not subgraph_output_ids: for edge in nncf_graph.get_output_edges(node): @@ -536,7 +581,7 @@ def get_statistic_points(self, model: TModel, graph: NNCFGraph) -> StatisticPoin for biased_after_input_node in biased_after_input_nodes: # We need to collect activation input to register it for the biased layer as the layer with statistics. - activation_port = self._backend_entity.get_activation_port_id(node, graph) + activation_port = self._backend_entity.get_activation_port_id(biased_after_input_node, graph) edge = graph.get_input_edges(biased_after_input_node)[activation_port] input_id = (biased_after_input_node.node_name, edge.input_port_id) @@ -624,18 +669,18 @@ def traverse_to_biased(node, condition_container): return list(biased_nodes - dependant_nodes) def extract_model( - self, model: TModel, input_node_ids: List[Tuple[str, int]], output_node_ids: List[Tuple[str, int]] + self, model: TModel, input_ids: List[Tuple[str, int]], output_ids: List[Tuple[str, int]] ) -> TModel: """ Returns the backend-specific model that bounded by the specified input & output layers. :param model: Backend-specific model. - :param input_node_ids: List with the input node IDs. - :param output_node_ids: List with the output node IDs. + :param input_ids: List with the input IDs. + :param output_ids: List with the output IDs. :return: Extracted backend-specific model. """ transformation_layout = TransformationLayout() model_transformer = ModelTransformerFactory.create(model) - model_extraction_command = self._backend_entity.model_extraction_command(input_node_ids, output_node_ids) + model_extraction_command = self._backend_entity.model_extraction_command(input_ids, output_ids) transformation_layout.register(model_extraction_command) return model_transformer.transform(transformation_layout) diff --git a/nncf/quantization/algorithms/fast_bias_correction/algorithm.py b/nncf/quantization/algorithms/fast_bias_correction/algorithm.py index 0b4e322d9d8..ff7836035c9 100644 --- a/nncf/quantization/algorithms/fast_bias_correction/algorithm.py +++ b/nncf/quantization/algorithms/fast_bias_correction/algorithm.py @@ -150,31 +150,42 @@ def apply( continue in_node_name, out_node_name = self._backend_entity.get_node_names_for_input_output_statistics(node, graph) + input_port_id, _ = self._backend_entity.get_activation_port_ids_for_bias_node(node) input_fp, input_shape = self._get_fp_inputs(statistic_points, in_node_name) + output_fp = self._get_fp_outputs(statistic_points, out_node_name) - extracted_model = self._extract_submodel(model_transformer, in_node_name, out_node_name) + # In case of the matrix multiplication layers, this is crucial to know the correct input port. + input_id = (in_node_name, input_port_id) + # Outputs of the subgraphs for the FastBiasCorrection are the same across the backends. + output_id = (out_node_name, 0) + + extracted_model = self._extract_submodel(model_transformer, input_id, output_id) if extracted_model is None: nncf_logger.debug(f"Skipping node {node_name} because cant extract submodel") continue sub_input_name, sub_output_name = self._backend_entity.get_sub_input_output_names(extracted_model) - channel_axis = node.metatype.output_channel_axis + output_channel_axis = node.metatype.output_channel_axis + input_channel_axis = self._backend_entity.get_activation_channel_axis(node, input_port_id, input_shape) if bias_value.ndim > 1: # Make index positive - channel_axis = range(bias_value.ndim)[channel_axis] - input_blob = self._backend_entity.create_input_data(input_shape, input_fp, sub_input_name, channel_axis) + output_channel_axis = range(bias_value.ndim)[output_channel_axis] + input_channel_axis = range(bias_value.ndim)[input_channel_axis] + input_blob = self._backend_entity.create_input_data( + input_shape, input_fp, sub_input_name, input_channel_axis + ) bias_shift = self._get_bias_shift( model=extracted_model, input_blob=input_blob, - channel_axis=channel_axis, + output_channel_axis=output_channel_axis, output_fp=output_fp, output_name=sub_output_name, ) - bias_shift = self._reshape_bias_shift(bias_shift, bias_value, channel_axis) + bias_shift = self._reshape_bias_shift(bias_shift, bias_value, output_channel_axis) updated_bias = bias_value + bias_shift magnitude = self._get_bias_shift_magnitude(bias_value, updated_bias) @@ -270,18 +281,18 @@ def output_filter_func(point): output_fp.extend(tensor_collector.get_statistics().mean_values) return output_fp - def _extract_submodel(self, model_transformer: ModelTransformer, in_node_name: str, out_node_name: str) -> TModel: + def _extract_submodel( + self, model_transformer: ModelTransformer, input_id: Tuple[str, int], output_id: Tuple[str, int] + ) -> TModel: """ Extracts sub-model using backend-specific ModelTransformer. :param model_transformer: Backend-specific ModelTransformer. - :param in_node_name: Name of the start node. - :param out_node_name: Name of the output node. + :param input_id: Input ID. + :param output_id: Output ID. :return: Backend-specific sub-model. """ - model_extraction_command = self._backend_entity.model_extraction_command( - [(in_node_name, 0)], [(out_node_name, 0)] - ) + model_extraction_command = self._backend_entity.model_extraction_command([input_id], [output_id]) me_transformation_layout = TransformationLayout() me_transformation_layout.register(model_extraction_command) extracted_model = model_transformer.transform(me_transformation_layout) @@ -306,7 +317,7 @@ def _get_bias_shift( self, model: TModel, input_blob: Union[TTensor, Dict[str, TTensor]], - channel_axis: Tuple[int], + output_channel_axis: Tuple[int], output_fp: List[TTensor], output_name: str, ) -> TTensor: @@ -316,7 +327,7 @@ def _get_bias_shift( :param engine: Backend-specific engine instance for the model execution. :param model: Backend-specific sub-model for the execution. :param input_blob: Input data for the execution. - :param channel_axis: Channel axis for the raw data aggregation. + :param output_channel_axis: Channel axis for the raw output data aggregation. :param output_fp: Output data for the shift calculation. :param output_name: Name of the output tensor for the data collection. :return: Calculated bias shift. @@ -324,7 +335,7 @@ def _get_bias_shift( engine = EngineFactory.create(model) raw_output = engine.infer(input_blob) q_outputs = self._backend_entity.process_model_output(raw_output, output_name) - q_outputs = mean_per_channel(q_outputs, channel_axis) + q_outputs = mean_per_channel(q_outputs, output_channel_axis) bias_shift = fns.stack(output_fp) - q_outputs return bias_shift @@ -345,9 +356,12 @@ def get_statistic_points(self, model: TModel, graph: NNCFGraph) -> StatisticPoin post_layer_statistic_point = self._backend_entity.target_point( TargetType.POST_LAYER_OPERATION, out_node_name, output_port_id ) - channel_axis = node.metatype.output_channel_axis + input_shape = graph.get_input_edges(node)[input_port_id].tensor_shape + input_channel_axis = self._backend_entity.get_activation_channel_axis(node, input_port_id, input_shape) - self._add_statistic_point(statistic_container, pre_layer_statistic_point, channel_axis) - self._add_statistic_point(statistic_container, post_layer_statistic_point, channel_axis) + self._add_statistic_point(statistic_container, pre_layer_statistic_point, input_channel_axis) + self._add_statistic_point( + statistic_container, post_layer_statistic_point, node.metatype.output_channel_axis + ) return statistic_container diff --git a/nncf/quantization/algorithms/fast_bias_correction/backend.py b/nncf/quantization/algorithms/fast_bias_correction/backend.py index b0c5c984f78..71e46c7d5e7 100644 --- a/nncf/quantization/algorithms/fast_bias_correction/backend.py +++ b/nncf/quantization/algorithms/fast_bias_correction/backend.py @@ -182,3 +182,15 @@ def get_node_names_for_input_output_statistics(node: NNCFNode, nncf_graph: NNCFG Name of node to collect input statistics Name of node to collect output statistics """ + + @staticmethod + @abstractmethod + def get_activation_channel_axis(node: NNCFNode, port_id: int, input_shape: Tuple[int]) -> int: + """ + Returns axis number of the activation tensor which correspond to it channel. + + :param node: NNCFNode instance. + :param port_id: Port ID for input. + :param input_shape: Shape of the input. + :return: Channel axis number. + """ diff --git a/nncf/quantization/algorithms/fast_bias_correction/onnx_backend.py b/nncf/quantization/algorithms/fast_bias_correction/onnx_backend.py index cabaede568d..6a8d59ce312 100644 --- a/nncf/quantization/algorithms/fast_bias_correction/onnx_backend.py +++ b/nncf/quantization/algorithms/fast_bias_correction/onnx_backend.py @@ -9,6 +9,7 @@ # See the License for the specific language governing permissions and # limitations under the License. +from copy import deepcopy from typing import Dict, List, Optional, Tuple import numpy as np @@ -19,6 +20,7 @@ from nncf.common.graph.transformations.commands import TargetType from nncf.experimental.common.tensor_statistics.collectors import TensorCollector from nncf.onnx.graph.metatypes.groups import OPERATIONS_WITH_BIAS_REDUCED +from nncf.onnx.graph.node_utils import get_act_quantization_axis from nncf.onnx.graph.node_utils import get_bias_value from nncf.onnx.graph.node_utils import is_any_weight_quantized from nncf.onnx.graph.node_utils import is_node_with_bias @@ -78,7 +80,16 @@ def get_bias_value(node: NNCFNode, nncf_graph: NNCFGraph, model: onnx.ModelProto @staticmethod def get_activation_port_ids_for_bias_node(node: NNCFNode) -> Tuple[int, int]: - return 0, 0 + activation_port = 0 + + if hasattr(node.metatype, "possible_weight_ports"): + activation_ports = deepcopy(node.metatype.possible_weight_ports) + for weight_port in node.layer_attributes.weight_attrs: + activation_ports.remove(weight_port) + assert len(activation_ports) == 1 + activation_port = activation_ports[0] + + return activation_port, 0 @staticmethod def process_model_output(raw_data: Dict, output_name: str) -> Tensor: @@ -95,3 +106,7 @@ def is_node_with_bias(node: NNCFNode, nncf_graph: NNCFGraph) -> bool: @staticmethod def get_node_names_for_input_output_statistics(node: NNCFNode, nncf_graph: NNCFGraph) -> Tuple[str, str]: return node.node_name, node.node_name + + @staticmethod + def get_activation_channel_axis(node: NNCFNode, port_id: int, input_shape: Tuple[int]) -> int: + return get_act_quantization_axis(node, port_id) diff --git a/nncf/quantization/algorithms/fast_bias_correction/openvino_backend.py b/nncf/quantization/algorithms/fast_bias_correction/openvino_backend.py index b75ffe29ae1..8a45d72d528 100644 --- a/nncf/quantization/algorithms/fast_bias_correction/openvino_backend.py +++ b/nncf/quantization/algorithms/fast_bias_correction/openvino_backend.py @@ -20,6 +20,7 @@ from nncf.experimental.common.tensor_statistics.collectors import TensorCollector from nncf.openvino.graph.metatypes.groups import FAKE_QUANTIZE_OPERATIONS from nncf.openvino.graph.metatypes.groups import OPERATIONS_WITH_BIAS_REDUCED +from nncf.openvino.graph.node_utils import get_activation_channel_axis from nncf.openvino.graph.node_utils import get_bias_value from nncf.openvino.graph.node_utils import is_node_with_bias from nncf.openvino.graph.transformations.command_creation import OVCommandCreator @@ -78,7 +79,14 @@ def get_bias_value(node: NNCFNode, nncf_graph: NNCFGraph, model: ov.Model) -> Te @staticmethod def get_activation_port_ids_for_bias_node(node: NNCFNode) -> Tuple[int, int]: - return 0, 0 + activation_ports = [0, 1] + + for weight_port in node.layer_attributes.get_const_port_ids(): + activation_ports.remove(weight_port) + assert len(activation_ports) == 1 + activation_port = activation_ports[0] + + return activation_port, 0 @staticmethod def is_quantized_weights(node: NNCFNode, nncf_graph: NNCFGraph) -> bool: @@ -101,3 +109,7 @@ def is_node_with_bias(node: NNCFNode, nncf_graph: NNCFGraph) -> bool: @staticmethod def get_node_names_for_input_output_statistics(node: NNCFNode, nncf_graph: NNCFGraph) -> Tuple[str, str]: return node.node_name, node.node_name + + @staticmethod + def get_activation_channel_axis(node: NNCFNode, port_id: int, input_shape: Tuple[int]) -> int: + return get_activation_channel_axis(node, port_id, input_shape) diff --git a/nncf/quantization/algorithms/fast_bias_correction/torch_backend.py b/nncf/quantization/algorithms/fast_bias_correction/torch_backend.py index cac1df66762..134706415a1 100644 --- a/nncf/quantization/algorithms/fast_bias_correction/torch_backend.py +++ b/nncf/quantization/algorithms/fast_bias_correction/torch_backend.py @@ -107,3 +107,7 @@ def get_node_names_for_input_output_statistics(node: NNCFNode, nncf_graph: NNCFG next_norm_node = get_potential_fused_node(input_node_name, nncf_graph) output_node_name = next_norm_node.node_name if next_norm_node else input_node_name return input_node_name, output_node_name + + @staticmethod + def get_activation_channel_axis(node: NNCFNode, pord_id: int, input_shape: Tuple[int]) -> int: + return node.metatype.output_channel_axis diff --git a/tests/onnx/quantization/test_min_max.py b/tests/onnx/quantization/test_min_max.py index 75ce070bef4..940b6e0e7bf 100644 --- a/tests/onnx/quantization/test_min_max.py +++ b/tests/onnx/quantization/test_min_max.py @@ -22,6 +22,7 @@ from nncf.quantization.algorithms.min_max.backend import MinMaxAlgoBackend from nncf.quantization.algorithms.min_max.onnx_backend import ONNXMinMaxAlgoBackend from tests.post_training.test_templates.models import NNCFGraphToTest +from tests.post_training.test_templates.test_min_max import MATMUL_WEIGHT_SHAPE from tests.post_training.test_templates.test_min_max import TemplateTestGetChannelAxes from tests.post_training.test_templates.test_min_max import TemplateTestGetTargetPointShape from tests.post_training.test_templates.test_min_max import TemplateTestMinMaxAlgorithm @@ -79,3 +80,15 @@ def test_get_channel_axes_deptwiseconv_node_ov(self): def test_get_channel_axes_matmul_torch(self): pytest.skip("Test is not applied for ONNX backend.") + + @pytest.mark.parametrize( + "weight_shape, weight_port_id, transpose_weight, ref_axes", + ( + (MATMUL_WEIGHT_SHAPE, 1, False, (-1,)), + (MATMUL_WEIGHT_SHAPE, 1, True, (-2,)), + (MATMUL_WEIGHT_SHAPE, 0, True, (-1,)), + (MATMUL_WEIGHT_SHAPE, 0, False, (-2,)), + ), + ) + def test_get_channel_axes_matmul_node_ov_onnx(self, weight_shape, weight_port_id, transpose_weight, ref_axes): + super().test_get_channel_axes_matmul_node_ov_onnx(weight_shape, weight_port_id, transpose_weight, ref_axes) diff --git a/tests/onnx/test_layer_attributes.py b/tests/onnx/test_layer_attributes.py index 518b1768ac7..b21034fe45d 100644 --- a/tests/onnx/test_layer_attributes.py +++ b/tests/onnx/test_layer_attributes.py @@ -13,7 +13,6 @@ import onnx import pytest -from nncf.onnx.graph.metatypes.groups import OPERATIONS_WITH_WEIGHTS from nncf.onnx.graph.nncf_graph_builder import GraphConverter from nncf.onnx.graph.nncf_graph_builder import ONNXLayerAttributes from tests.onnx.models import OPSET_VERSION @@ -96,11 +95,12 @@ def get_one_layer_model(op_name: str, node_creator: ONNXNodeCreator, input_shape @pytest.mark.parametrize( "node_creator, ref_layer_attrs", [ - (ONNXIdentityCreator, None), + (ONNXIdentityCreator, ONNXLayerAttributes()), ( ONNXConvCreator, ONNXLayerAttributes( - weight_attrs={1: {"name": "Conv1_W", "shape": [3, 3, 1, 1]}}, bias_attrs={"name": "Conv1_B"} + weight_attrs={1: {"name": "Conv1_W", "shape": [3, 3, 1, 1]}}, + bias_attrs={"name": "Conv1_B"}, ), ), ], @@ -111,7 +111,4 @@ def test_layer_attributes(node_creator, ref_layer_attrs): onnx_model = get_one_layer_model(op_name, node_creator, input_shape) nncf_graph = GraphConverter.create_nncf_graph(onnx_model) node = nncf_graph.get_node_by_name(op_name) - if node.metatype in OPERATIONS_WITH_WEIGHTS: - assert node.layer_attributes.__dict__ == ref_layer_attrs.__dict__ - else: - assert node.layer_attributes.__dict__ == ONNXLayerAttributes().__dict__ + assert node.layer_attributes.__dict__ == ref_layer_attrs.__dict__ diff --git a/tests/onnx/test_node_utils.py b/tests/onnx/test_node_utils.py index d73bd002acd..4553a9aa093 100644 --- a/tests/onnx/test_node_utils.py +++ b/tests/onnx/test_node_utils.py @@ -11,14 +11,21 @@ import numpy as np import pytest +from nncf.common.graph.graph import NNCFNode from nncf.onnx.graph.metatypes.onnx_metatypes import ONNXConvolutionMetatype +from nncf.onnx.graph.metatypes.onnx_metatypes import ONNXGemmMetatype from nncf.onnx.graph.nncf_graph_builder import GraphConverter +from nncf.onnx.graph.nncf_graph_builder import ONNXLayerAttributes +from nncf.onnx.graph.node_utils import get_act_quantization_axis from nncf.onnx.graph.node_utils import get_bias_value -from nncf.onnx.graph.node_utils import transpose_axis from tests.onnx.models import OneConvolutionalIdentityBiasModel from tests.onnx.models import OneConvolutionalModel +def create_nncf_node(**layer_atrributes) -> NNCFNode: + return NNCFNode({"layer_attributes": ONNXLayerAttributes(**layer_atrributes), "metatype": ONNXGemmMetatype}) + + @pytest.mark.parametrize("model", [OneConvolutionalModel(), OneConvolutionalIdentityBiasModel()]) def test_get_bias_value(model): onnx_model = model.onnx_model @@ -30,16 +37,19 @@ def test_get_bias_value(model): @pytest.mark.parametrize( - "shape, axis, expected_channel_axis", + "layer_attrs, port_id, ref_axis", [ - ((1, 3, 5, 5), 3, 0), - ((1, 3, 5, 5), 1, 2), - ((1, 3, 5, 5), 0, 3), - ((1, 3, 5, 5), 2, 1), - ((1,), 0, 0), - ((1, 1), 1, 0), - ((1, 1), 0, 1), + [{"node_attrs": {"transA": 0, "transB": 0}}, 0, -1], + [{"node_attrs": {"transA": 0, "transB": 1}}, 0, -1], + [{"node_attrs": {"transA": 1, "transB": 0}}, 0, -2], + [{"node_attrs": {"transA": 1, "transB": 1}}, 0, -2], + [{"node_attrs": {"transA": 0, "transB": 0}}, 1, -2], + [{"node_attrs": {"transA": 0, "transB": 1}}, 1, -1], + [{"node_attrs": {"transA": 1, "transB": 0}}, 1, -2], + [{"node_attrs": {"transA": 1, "transB": 1}}, 1, -1], ], ) -def test_transpose_axis(shape, axis, expected_channel_axis): - assert expected_channel_axis == transpose_axis(shape, axis) +def test_get_act_quantization_axis(layer_attrs, port_id, ref_axis): + node = create_nncf_node(**layer_attrs) + channel_axis = get_act_quantization_axis(node, port_id) + assert channel_axis == ref_axis diff --git a/tests/openvino/native/test_layer_attributes.py b/tests/openvino/native/test_layer_attributes.py index 50cab4a9b50..95497cf1a12 100644 --- a/tests/openvino/native/test_layer_attributes.py +++ b/tests/openvino/native/test_layer_attributes.py @@ -23,6 +23,7 @@ from nncf.openvino.graph.layer_attributes import OVLayerAttributes from nncf.openvino.graph.layout import OVLayoutElem from nncf.openvino.graph.layout import get_conv_weights_layout_from_node +from nncf.openvino.graph.layout import get_linear_activations_layout_from_node from nncf.openvino.graph.layout import get_linear_weights_layout_from_node from nncf.openvino.graph.nncf_graph_builder import GraphConverter @@ -153,14 +154,17 @@ def get_one_layer_model(op_name: str, node_creator, input_shape): class LayerAttributesTestCase: node_creator: Callable input_shape: Tuple[int, ...] + act_port_id: int ref_layer_attrs: OVLayerAttributes ref_weights_layout: Tuple[OVLayoutElem] + ref_acts_layout: Tuple[OVLayoutElem] TEST_CASES_CONV = [ LayerAttributesTestCase( get_conv, (1, 3, 3, 3), + 0, OVLayerAttributes( {1: {"name": "Const", "shape": (4, 3, 2, 1)}}, ConvolutionLayerAttributes( @@ -182,10 +186,12 @@ class LayerAttributesTestCase: OVLayoutElem.SPATIAL, OVLayoutElem.SPATIAL, ), + {}, ), LayerAttributesTestCase( get_convert_conv, (1, 3, 3, 3), + 0, OVLayerAttributes( {1: {"name": "Const", "shape": (4, 3, 1, 1)}}, ConvolutionLayerAttributes( @@ -207,10 +213,12 @@ class LayerAttributesTestCase: OVLayoutElem.SPATIAL, OVLayoutElem.SPATIAL, ), + {}, ), LayerAttributesTestCase( get_depthwise_conv, (1, 3, 3, 3), + 0, OVLayerAttributes( {1: {"name": "Const", "shape": (3, 3, 1, 1, 1)}}, ConvolutionLayerAttributes( @@ -233,10 +241,12 @@ class LayerAttributesTestCase: OVLayoutElem.SPATIAL, OVLayoutElem.SPATIAL, ), + {}, ), LayerAttributesTestCase( get_group_conv, (1, 10, 3, 3), + 0, OVLayerAttributes( {1: {"name": "Const", "shape": (5, 10, 2, 1, 1)}}, ConvolutionLayerAttributes( @@ -259,10 +269,12 @@ class LayerAttributesTestCase: OVLayoutElem.SPATIAL, OVLayoutElem.SPATIAL, ), + {}, ), LayerAttributesTestCase( get_transpose_conv, (1, 3, 3, 3), + 0, OVLayerAttributes( {1: {"name": "Const", "shape": (3, 4, 2, 1)}}, ConvolutionLayerAttributes( @@ -284,10 +296,12 @@ class LayerAttributesTestCase: OVLayoutElem.SPATIAL, OVLayoutElem.SPATIAL, ), + {}, ), LayerAttributesTestCase( get_transpose_group_conv, (1, 3, 3, 3), + 0, OVLayerAttributes( {1: {"name": "Const", "shape": (3, 1, 3, 1, 1)}}, ConvolutionLayerAttributes( @@ -310,6 +324,7 @@ class LayerAttributesTestCase: OVLayoutElem.SPATIAL, OVLayoutElem.SPATIAL, ), + {}, ), ] @@ -318,6 +333,7 @@ class LayerAttributesTestCase: LayerAttributesTestCase( get_matmul_b, (1, 3, 4), + 0, OVLayerAttributes( {1: {"name": "Const", "shape": (1, 4), "transpose": True}}, LinearLayerAttributes( @@ -329,10 +345,12 @@ class LayerAttributesTestCase: {"transpose": False}, ), (OVLayoutElem.C_OUT, OVLayoutElem.C_IN), + (OVLayoutElem.SPATIAL, OVLayoutElem.C_OUT, OVLayoutElem.C_IN), ), LayerAttributesTestCase( get_matmul_a, (1, 3, 4), + 0, OVLayerAttributes( {1: {"name": "Const", "shape": (3, 1), "transpose": False}}, LinearLayerAttributes( @@ -344,10 +362,12 @@ class LayerAttributesTestCase: {"transpose": True}, ), (OVLayoutElem.C_IN, OVLayoutElem.C_OUT), + (OVLayoutElem.SPATIAL, OVLayoutElem.C_IN, OVLayoutElem.C_OUT), ), LayerAttributesTestCase( get_matmul_a_swapped, (1, 3, 4), + 1, OVLayerAttributes( {0: {"name": "Const", "shape": (3, 1), "transpose": True}}, LinearLayerAttributes( @@ -359,10 +379,12 @@ class LayerAttributesTestCase: {"transpose": False}, ), (OVLayoutElem.C_IN, OVLayoutElem.C_OUT), + (OVLayoutElem.SPATIAL, OVLayoutElem.C_IN, OVLayoutElem.C_OUT), ), LayerAttributesTestCase( get_matmul_b_swapped, (1, 3, 4), + 1, OVLayerAttributes( {0: {"name": "Const", "shape": (1, 4), "transpose": False}}, LinearLayerAttributes( @@ -374,10 +396,12 @@ class LayerAttributesTestCase: {"transpose": True}, ), (OVLayoutElem.C_OUT, OVLayoutElem.C_IN), + (OVLayoutElem.SPATIAL, OVLayoutElem.C_OUT, OVLayoutElem.C_IN), ), LayerAttributesTestCase( get_1d_matmul, (1, 3, 4), + 0, OVLayerAttributes( {1: {"name": "Const", "shape": (4,), "transpose": False}}, LinearLayerAttributes( @@ -389,25 +413,29 @@ class LayerAttributesTestCase: {"transpose": False}, ), (OVLayoutElem.C_IN,), + (OVLayoutElem.SPATIAL, OVLayoutElem.C_OUT, OVLayoutElem.C_IN), ), ] TEST_CASES_NO_WEGIHTS_LAYOUT = [ - LayerAttributesTestCase(get_shape_node, (1, 3, 3, 3), None, None), + LayerAttributesTestCase(get_shape_node, (1, 3, 3, 3), 0, None, None, None), LayerAttributesTestCase( get_add, (1, 3, 4, 5), + 0, OVLayerAttributes( {1: {"name": "Const", "shape": (1, 1, 1, 1)}}, GenericWeightedLayerAttributes(False, weight_shape=(1, 1, 1, 1)), {}, ), None, + {}, ), LayerAttributesTestCase( get_lstm, (2, 3, 4), + 0, OVLayerAttributes( { 1: {"name": "hs", "shape": (2, 1, 4)}, @@ -419,6 +447,7 @@ class LayerAttributesTestCase: {}, ), None, + {}, ), ] @@ -430,7 +459,7 @@ def _get_node_to_test(test_descriptor: LayerAttributesTestCase): return nncf_graph.get_node_by_name(op_name) -@pytest.mark.parametrize("test_descriptor", TEST_CASES_CONV + TEST_CASES_LINEAR + TEST_CASES_NO_WEGIHTS_LAYOUT) +@pytest.mark.parametrize("test_descriptor", TEST_CASES_LINEAR + TEST_CASES_NO_WEGIHTS_LAYOUT) def test_layer_attributes(test_descriptor: LayerAttributesTestCase): node = _get_node_to_test(test_descriptor) if test_descriptor.ref_layer_attrs is None: @@ -453,3 +482,13 @@ def test_get_linear_weights_layout_from_node(test_descriptor: LayerAttributesTes for _ in range(2): # To test get_linear_weights_layout_from_node is a clean function weights_layout = get_linear_weights_layout_from_node(node) assert weights_layout == test_descriptor.ref_weights_layout + + +@pytest.mark.parametrize("test_descriptor", TEST_CASES_LINEAR) +def test_get_linear_activations_layout_from_node(test_descriptor: LayerAttributesTestCase): + node = _get_node_to_test(test_descriptor) + for _ in range(2): # To test get_linear_activations_layout_from_node is a clean function + acts_layout = get_linear_activations_layout_from_node( + node, test_descriptor.act_port_id, test_descriptor.input_shape + ) + assert acts_layout == test_descriptor.ref_acts_layout From fd0e33c926ccb1c5cfb06b18b304c3b9d7785c59 Mon Sep 17 00:00:00 2001 From: andreyanufr Date: Wed, 3 Jul 2024 13:25:05 +0200 Subject: [PATCH 19/30] E8M0 scale for E2M1 weights. (#2767) ### Changes Changed default scale fot E2M1 weights from fp16 to fp8_e8m0 ### Reason for changes According to the "OCP Microscaling Formats (MX) Specification" ### Related tickets CVS-140944 ### Tests Will extend E2M1 tests. --- .../weight_compression/openvino_backend.py | 7 +++- .../weight_compression/weight_lowering.py | 5 +++ nncf/tensor/functions/__init__.py | 2 + nncf/tensor/functions/numeric.py | 24 ++++++++++++ nncf/tensor/functions/numpy_numeric.py | 10 +++++ nncf/tensor/functions/torch_numeric.py | 10 +++++ .../quantization/test_weights_compression.py | 12 ++++-- .../template_test_nncf_tensor.py | 39 +++++++++++++++++++ 8 files changed, 105 insertions(+), 4 deletions(-) diff --git a/nncf/quantization/algorithms/weight_compression/openvino_backend.py b/nncf/quantization/algorithms/weight_compression/openvino_backend.py index c5708daef51..f520345aa93 100644 --- a/nncf/quantization/algorithms/weight_compression/openvino_backend.py +++ b/nncf/quantization/algorithms/weight_compression/openvino_backend.py @@ -136,10 +136,12 @@ def transform_model( ) -> ov.Model: for wc_params in weight_compression_parameters: compression_config = wc_params.compression_config + scale_dtype = ov.Type.f16 if compression_config.mode == CompressWeightsMode.NF4: compression_dtype = ov.Type.nf4 elif compression_config.mode == CompressWeightsMode.E2M1: compression_dtype = ov.Type.f4e2m1 + scale_dtype = ov.Type.f8e8m0 elif compression_config.mode == CompressWeightsMode.INT4_SYM: compression_dtype = ov.Type.i4 elif compression_config.mode == CompressWeightsMode.INT4_ASYM: @@ -190,8 +192,11 @@ def transform_model( ) scale_const = opset.constant( - compressed_weight.scale.data, dtype=ov.Type.f16, name=f"{const_node_name}/scale" + compressed_weight.scale.data, dtype=scale_dtype, name=f"{const_node_name}/scale" ) + if scale_dtype != ov.Type.f16: + scale_const = opset.convert(scale_const, ov.Type.f16) + mul = opset.multiply( converted_const, scale_const, diff --git a/nncf/quantization/algorithms/weight_compression/weight_lowering.py b/nncf/quantization/algorithms/weight_compression/weight_lowering.py index 953eabf36d2..ba11ebe2576 100644 --- a/nncf/quantization/algorithms/weight_compression/weight_lowering.py +++ b/nncf/quantization/algorithms/weight_compression/weight_lowering.py @@ -147,6 +147,11 @@ def calculate_e2m1_scale(weight: Tensor, reduction_axes: ReductionAxes, max_val= """ scale = calculate_nf4_scale(weight, reduction_axes) / max_val + scale = fns.log2(scale) + scale = fns.ceil(scale) + scale = fns.clip(scale, -127, 127) + scale = 2**scale + return scale diff --git a/nncf/tensor/functions/__init__.py b/nncf/tensor/functions/__init__.py index 48f595c35f9..5a286a6fc13 100644 --- a/nncf/tensor/functions/__init__.py +++ b/nncf/tensor/functions/__init__.py @@ -18,6 +18,7 @@ from nncf.tensor.functions.numeric import argsort as argsort from nncf.tensor.functions.numeric import as_tensor_like as as_tensor_like from nncf.tensor.functions.numeric import astype as astype +from nncf.tensor.functions.numeric import ceil as ceil from nncf.tensor.functions.numeric import clip as clip from nncf.tensor.functions.numeric import concatenate as concatenate from nncf.tensor.functions.numeric import count_nonzero as count_nonzero @@ -32,6 +33,7 @@ from nncf.tensor.functions.numeric import isclose as isclose from nncf.tensor.functions.numeric import isempty as isempty from nncf.tensor.functions.numeric import item as item +from nncf.tensor.functions.numeric import log2 as log2 from nncf.tensor.functions.numeric import logical_or as logical_or from nncf.tensor.functions.numeric import masked_mean as masked_mean from nncf.tensor.functions.numeric import masked_median as masked_median diff --git a/nncf/tensor/functions/numeric.py b/nncf/tensor/functions/numeric.py index 72f2a4b3c7f..061d1ee6e66 100644 --- a/nncf/tensor/functions/numeric.py +++ b/nncf/tensor/functions/numeric.py @@ -881,3 +881,27 @@ def from_numpy(ndarray: np.ndarray, *, backend: TensorBackend) -> Tensor: if backend == TensorBackend.numpy: return Tensor(ndarray) return Tensor(get_numeric_backend_fn("from_numpy", backend)(ndarray)) + + +@functools.singledispatch +@tensor_guard +def log2(a: Tensor) -> Tensor: + """ + Base-2 logarithm of a. + + :param a: The input tensor. + :return: A tensor containing the base-2 logarithm of each element in a. + """ + return Tensor(log2(a.data)) + + +@functools.singledispatch +@tensor_guard +def ceil(a: Tensor) -> Tensor: + """ + Return the ceiling of the input, element-wise. + + :param a: Input data. + :return: An array of the same type as a, containing the ceiling values. + """ + return Tensor(ceil(a.data)) diff --git a/nncf/tensor/functions/numpy_numeric.py b/nncf/tensor/functions/numpy_numeric.py index baeee0c6703..2496882ddba 100644 --- a/nncf/tensor/functions/numpy_numeric.py +++ b/nncf/tensor/functions/numpy_numeric.py @@ -421,3 +421,13 @@ def arange( if dtype is not None: dtype = DTYPE_MAP[dtype] return np.arange(start, end, step, dtype=dtype) + + +@register_numpy_types(numeric.log2) +def _(a: Union[np.ndarray, np.generic]) -> Union[np.ndarray, np.generic]: + return np.log2(a) + + +@register_numpy_types(numeric.ceil) +def _(a: Union[np.ndarray, np.generic]) -> np.ndarray: + return np.ceil(a) diff --git a/nncf/tensor/functions/torch_numeric.py b/nncf/tensor/functions/torch_numeric.py index bceb9d829eb..e3163d28aab 100644 --- a/nncf/tensor/functions/torch_numeric.py +++ b/nncf/tensor/functions/torch_numeric.py @@ -455,3 +455,13 @@ def arange( def from_numpy(ndarray: np.ndarray) -> torch.Tensor: return torch.from_numpy(ndarray) + + +@numeric.log2.register(torch.Tensor) +def _(a: torch.Tensor) -> torch.Tensor: + return torch.log2(a) + + +@numeric.ceil.register(torch.Tensor) +def _(a: torch.Tensor) -> torch.Tensor: + return torch.ceil(a) diff --git a/tests/openvino/native/quantization/test_weights_compression.py b/tests/openvino/native/quantization/test_weights_compression.py index a7dcfff9c4d..0b01674e43c 100644 --- a/tests/openvino/native/quantization/test_weights_compression.py +++ b/tests/openvino/native/quantization/test_weights_compression.py @@ -901,8 +901,14 @@ def test_mixed_precision_e2m1(mode, all_layers, ratio, ref_ids): sensitivity_metric=mode, dataset=dataset, ) - names = { + names_e2m1 = { op.get_friendly_name() for op in compressed_model.get_ordered_ops() if op.get_element_type() == ov.Type.f4e2m1 } - ref_nf4_nodes = {f"weights_{i}" for i in ref_ids} - assert ref_nf4_nodes == names + ref_e2m1_nodes = {f"weights_{i}" for i in ref_ids} + assert ref_e2m1_nodes == names_e2m1 + + names_e8m0 = { + op.get_friendly_name() for op in compressed_model.get_ordered_ops() if op.get_element_type() == ov.Type.f8e8m0 + } + ref_e8m0_nodes = {f"weights_{i}/scale" for i in ref_ids} + assert ref_e8m0_nodes == names_e8m0 diff --git a/tests/shared/test_templates/template_test_nncf_tensor.py b/tests/shared/test_templates/template_test_nncf_tensor.py index b2d01debe02..10bae2ad9d5 100644 --- a/tests/shared/test_templates/template_test_nncf_tensor.py +++ b/tests/shared/test_templates/template_test_nncf_tensor.py @@ -12,6 +12,7 @@ import operator from abc import abstractmethod +from math import log2 from math import sqrt from typing import TypeVar @@ -1574,6 +1575,44 @@ def test_searchsorted_2d_error(self): with pytest.raises(ValueError): fns.searchsorted(tensor_a, tensor_v) + @pytest.mark.parametrize( + "val,ref", + ( + (1.1, 2.0), + ([1.1, 0.9], [2.0, 1.0]), + ([1.11, 0.91], [2.0, 1.0]), + ), + ) + def test_fn_ceil(self, val, ref): + tensor = Tensor(self.to_tensor(val)) + ref_tensor = self.to_tensor(ref) + + res = fns.ceil(tensor) + + assert isinstance(res, Tensor) + assert fns.allclose(res.data, ref_tensor) + assert res.device == tensor.device + + @pytest.mark.parametrize( + "x,ref", + [ + (list(map(float, range(1, 10))), [log2(x) for x in map(float, range(1, 10))]), + ], + ) + def test_fn_log2(self, x, ref): + if isinstance(x, list): + x = self.to_tensor(x) + tensor = Tensor(x) + + ref_tensor = self.to_tensor(ref) + + res = fns.log2(tensor) + + assert isinstance(res, Tensor) + assert fns.allclose(res.data, ref_tensor) + assert res.device == tensor.device + assert res.shape == tuple(ref_tensor.shape) + @pytest.mark.parametrize( "x, y, a_ref, b_ref", ( From d256991a73b3e5dcbb8b8251f7d13253618a31dd Mon Sep 17 00:00:00 2001 From: Alexander Dokuchaev Date: Thu, 4 Jul 2024 14:20:36 +0300 Subject: [PATCH 20/30] [OV] Clean test environment (#2779) ### Changes Removed `tensorflow` from test environment. ### Reason for changes After https://github.com/openvinotoolkit/nncf/pull/2663 module is not required in tests. It was need for yolov4. --- Makefile | 1 - 1 file changed, 1 deletion(-) diff --git a/Makefile b/Makefile index da65aa89e8b..08b3dad7713 100644 --- a/Makefile +++ b/Makefile @@ -64,7 +64,6 @@ install-openvino-test: pip install -U pip pip install -e . pip install "git+https://github.com/openvinotoolkit/open_model_zoo.git@37f60eb#egg=accuracy_checker&subdirectory=tools/accuracy_checker" - pip install tensorflow==2.12.0 # Install tensorflow before to avoid conflict on install for typing-extensions pip install -r tests/openvino/requirements.txt pip install -r tests/cross_fw/install/requirements.txt pip install -r tests/cross_fw/examples/requirements.txt From 2552f1b4b87ba98bdc8a36aab9f8bb6ea0846afb Mon Sep 17 00:00:00 2001 From: andreyanufr Date: Fri, 5 Jul 2024 09:11:52 +0200 Subject: [PATCH 21/30] 1) Fixed bug with clamp range in scale estimation. (#2781) ### Changes Fixed bug with clamp ranges in scale estimation. ### Reason for changes bug ### Related tickets ### Tests Unit test. --- .../weight_compression/openvino_backend.py | 17 +++++----- .../weight_compression/scale_estimation.py | 6 ++-- .../weight_compression/weight_lowering.py | 18 +++++++++-- .../quantization/test_weights_compression.py | 31 +++++++++++++++++++ 4 files changed, 57 insertions(+), 15 deletions(-) diff --git a/nncf/quantization/algorithms/weight_compression/openvino_backend.py b/nncf/quantization/algorithms/weight_compression/openvino_backend.py index f520345aa93..78c4eaedfbd 100644 --- a/nncf/quantization/algorithms/weight_compression/openvino_backend.py +++ b/nncf/quantization/algorithms/weight_compression/openvino_backend.py @@ -33,6 +33,7 @@ from nncf.quantization.algorithms.weight_compression.awq_patterns import get_awq_patterns from nncf.quantization.algorithms.weight_compression.backend import AWQAlgoBackend from nncf.quantization.algorithms.weight_compression.backend import WeightCompressionAlgoBackend +from nncf.quantization.algorithms.weight_compression.config import WeightCompressionConfig from nncf.quantization.algorithms.weight_compression.config import WeightCompressionParameters from nncf.quantization.algorithms.weight_compression.weight_lowering import compress_weight from nncf.tensor import Tensor @@ -227,11 +228,9 @@ def dump_parameters( dump_parameters(model, parameters, algo_name, path) @staticmethod - def get_compress_decompress_pipeline( - weight_compression_parameter: WeightCompressionParameters, w_shape, s_shape, z_p_shape=None - ): + def get_compress_decompress_pipeline(config: WeightCompressionConfig, w_shape, s_shape, z_p_shape=None): parameters, clamp = OVWeightCompressionAlgoBackend.get_compress_pipeline( - weight_compression_parameter, w_shape, s_shape, z_p_shape, True + config, w_shape, s_shape, z_p_shape, True ) if len(parameters) == 3: @@ -248,16 +247,14 @@ def get_compress_decompress_pipeline( return lambda parameters: compiled_model(parameters)[0] @staticmethod - def get_compress_pipeline( - weight_compression_parameter: WeightCompressionParameters, w_shape, s_shape, z_p_shape=None, return_nodes=False - ): - config = weight_compression_parameter.compression_config + def get_compress_pipeline(config: WeightCompressionConfig, w_shape, s_shape, z_p_shape=None, return_nodes=False): mode = config.mode assert mode in [CompressWeightsMode.INT4_SYM, CompressWeightsMode.INT4_ASYM] num_bits = config.num_bits - level_low = 0 - level_high = 2**num_bits - 1 + asym_quant = mode in [CompressWeightsMode.INT4_ASYM] + level_low = 0 if asym_quant else -(2 ** (num_bits - 1)) + level_high = 2**num_bits - 1 if asym_quant else 2 ** (num_bits - 1) - 1 w = opset.parameter(w_shape, name="w") s = opset.parameter(s_shape, name="s") diff --git a/nncf/quantization/algorithms/weight_compression/scale_estimation.py b/nncf/quantization/algorithms/weight_compression/scale_estimation.py index 885adbb02ef..7ac5eb2aef1 100644 --- a/nncf/quantization/algorithms/weight_compression/scale_estimation.py +++ b/nncf/quantization/algorithms/weight_compression/scale_estimation.py @@ -211,9 +211,11 @@ def apply( compress_model = compress_decompress_cache[key]["compress_model"] else: compress_decompress_model = self._backend_entity.get_compress_decompress_pipeline( - wp, q_weights.shape, scale.shape, zp_shape + wp.compression_config, q_weights.shape, scale.shape, zp_shape + ) + compress_model = self._backend_entity.get_compress_pipeline( + wp.compression_config, q_weights.shape, scale.shape, zp_shape ) - compress_model = self._backend_entity.get_compress_pipeline(wp, q_weights.shape, scale.shape, zp_shape) compress_decompress_cache[key] = { "compress_decompress_model": compress_decompress_model, "compress_model": compress_model, diff --git a/nncf/quantization/algorithms/weight_compression/weight_lowering.py b/nncf/quantization/algorithms/weight_compression/weight_lowering.py index ba11ebe2576..c94d014f868 100644 --- a/nncf/quantization/algorithms/weight_compression/weight_lowering.py +++ b/nncf/quantization/algorithms/weight_compression/weight_lowering.py @@ -273,7 +273,11 @@ def calculate_integer_quantization_params( def calculate_quantized_weight( - weight: Tensor, config: WeightCompressionConfig, scale: Tensor, zero_point: Optional[Tensor] = None + weight: Tensor, + config: WeightCompressionConfig, + scale: Tensor, + zero_point: Optional[Tensor] = None, + invert_scale=False, ) -> Tensor: """ Quantizes the weight tensor using the provided scale and zero point. @@ -282,6 +286,7 @@ def calculate_quantized_weight( :param config: Weight compression configuration. :param scale: Scale tensor used for quantization. :param zero_point: Zero point tensor used for quantization. + :param invert_scale: applies inversion for scale and then multiply by weights instead of division. :return: Quantized weight tensor of uint8 or int8 type. """ if weight.dtype != TensorDataType.float32: @@ -295,7 +300,11 @@ def calculate_quantized_weight( level_low = 0 if asym_quant else -(2 ** (num_bits - 1)) level_high = 2**num_bits - 1 if asym_quant else 2 ** (num_bits - 1) - 1 - compressed_weights = weight / scale + if invert_scale: + scale = fns.power(scale, -1) + compressed_weights = weight * scale + else: + compressed_weights = weight / scale if zero_point is not None: compressed_weights += zero_point.astype(weight.dtype) compressed_weights = fns.round(compressed_weights) @@ -309,6 +318,7 @@ def do_integer_quantization( config: WeightCompressionConfig, precomputed_scale: Tensor = None, precomputed_zero_point: Tensor = None, + invert_scale=False, ) -> Tuple[Tensor, Tensor, Tensor]: """ The method quantizes the given weights to integer data type in accordance with the compression config. @@ -331,6 +341,8 @@ def do_integer_quantization( :param config: Information on how to compress (quantize) a specific weight. :param precomputed_scale: Precomputed scale. :param precomputed_zero_point: Precomputed zero point. + :param invert_scale: applies inversion for scale and then multiply by weights instead of division. + Need as reference implementation for OV. :return: The compressed weights tensor of uint8 (asymmetric mode) or int8 (symmetric mode) type, scale tensor of float32 type and zero point tensor of int32 type that was used for its quantization. """ @@ -351,7 +363,7 @@ def do_integer_quantization( if precomputed_zero_point is not None: zero_point = precomputed_zero_point - compressed_weights = calculate_quantized_weight(weight, config, scale, zero_point) + compressed_weights = calculate_quantized_weight(weight, config, scale, zero_point, invert_scale) return compressed_weights, scale, zero_point diff --git a/tests/openvino/native/quantization/test_weights_compression.py b/tests/openvino/native/quantization/test_weights_compression.py index 0b01674e43c..c9547d38493 100644 --- a/tests/openvino/native/quantization/test_weights_compression.py +++ b/tests/openvino/native/quantization/test_weights_compression.py @@ -28,6 +28,9 @@ from nncf.quantization.algorithms.weight_compression.config import WeightCompressionConfig from nncf.quantization.algorithms.weight_compression.config import WeightCompressionParameters from nncf.quantization.algorithms.weight_compression.mixed_precision import MIXED_PRECISION_CRITERIA +from nncf.quantization.algorithms.weight_compression.openvino_backend import OVWeightCompressionAlgoBackend +from nncf.quantization.algorithms.weight_compression.weight_lowering import do_dequantization +from nncf.quantization.algorithms.weight_compression.weight_lowering import do_integer_quantization from nncf.quantization.algorithms.weight_compression.weight_lowering import get_integer_quantization_error from nncf.quantization.algorithms.weight_compression.weight_lowering import reshape_weight_for_grouped_quantization from nncf.scopes import IgnoredScope @@ -912,3 +915,31 @@ def test_mixed_precision_e2m1(mode, all_layers, ratio, ref_ids): } ref_e8m0_nodes = {f"weights_{i}/scale" for i in ref_ids} assert ref_e8m0_nodes == names_e8m0 + + +@pytest.mark.parametrize("mode", (CompressWeightsMode.INT4_SYM, CompressWeightsMode.INT4_ASYM)) +def test_np_ov_compression_decompression(mode): + sz = 60 + w = np.arange(-sz, sz).reshape(2, sz).astype(np.float32) / 9.0 + w = Tensor(w) + + config = WeightCompressionConfig(mode) + + compressed_weighs, scale, zp = do_integer_quantization(w, -1, config, invert_scale=True) + decompressed_weighs = do_dequantization(compressed_weighs, scale, zp) + + compressed_weighs = compressed_weighs.data + decompressed_weighs = decompressed_weighs.data + zp_shape = zp.shape if zp is not None else None + + compress = OVWeightCompressionAlgoBackend.get_compress_pipeline(config, w.shape, scale.shape, zp_shape) + compress_decompress = OVWeightCompressionAlgoBackend.get_compress_decompress_pipeline( + config, w.shape, scale.shape, zp_shape + ) + + params = [w.data, scale.data, zp.data] if zp is not None else [w.data, scale.data] + compressed_weighs_ov = compress(params) + decompressed_weighs_ov = compress_decompress(params) + + assert np.allclose(compressed_weighs, compressed_weighs_ov) + assert np.allclose(decompressed_weighs, decompressed_weighs_ov) From 28d99a0252802f4b12c12be86db2906b8e61df09 Mon Sep 17 00:00:00 2001 From: Aamir Nazir Date: Fri, 5 Jul 2024 11:22:19 +0400 Subject: [PATCH 22/30] Make NNCF common utils code pass mypy checks (#2780) ### Changes Made all the mypy checks pass for nncf/common/utils ### Related tickets Closes Issue #2491 --- .mypy.ini | 2 +- .../accuracy_aware_training/training_loop.py | 2 +- nncf/common/deprecation.py | 2 +- nncf/common/graph/patterns/manager.py | 16 ++++++---- nncf/common/utils/api_marker.py | 5 ++-- nncf/common/utils/backend.py | 10 +++---- nncf/common/utils/debug.py | 7 +++-- nncf/common/utils/decorators.py | 8 ++--- nncf/common/utils/dot_file_rw.py | 14 ++++----- nncf/common/utils/helpers.py | 2 +- nncf/common/utils/os.py | 11 +++---- nncf/common/utils/patcher.py | 30 +++++++++---------- nncf/common/utils/registry.py | 20 +++++++------ nncf/common/utils/tensorboard.py | 21 +++++++++---- nncf/common/utils/timer.py | 3 +- nncf/tensorflow/graph/model_transformer.py | 5 ++-- tests/common/utils/test_timer.py | 2 +- 17 files changed, 91 insertions(+), 69 deletions(-) diff --git a/.mypy.ini b/.mypy.ini index aca91e2ed6f..994dc9f2cad 100644 --- a/.mypy.ini +++ b/.mypy.ini @@ -1,5 +1,5 @@ [mypy] -files = nncf/common/sparsity, nncf/common/graph, nncf/common/accuracy_aware_training/ +files = nncf/common/sparsity, nncf/common/graph, nncf/common/accuracy_aware_training/, nncf/common/utils/ follow_imports = silent strict = True diff --git a/nncf/common/accuracy_aware_training/training_loop.py b/nncf/common/accuracy_aware_training/training_loop.py index f4a7a3e57b5..2b376afc821 100644 --- a/nncf/common/accuracy_aware_training/training_loop.py +++ b/nncf/common/accuracy_aware_training/training_loop.py @@ -357,7 +357,7 @@ def remove_registry_prefix(algo_name: str) -> str: ) return { - remove_registry_prefix(algo_name): controller_cls + remove_registry_prefix(algo_name): cast(CompressionAlgorithmController, controller_cls) for algo_name, controller_cls in ADAPTIVE_COMPRESSION_CONTROLLERS.registry_dict.items() } diff --git a/nncf/common/deprecation.py b/nncf/common/deprecation.py index 352725c830c..240a22a2eda 100644 --- a/nncf/common/deprecation.py +++ b/nncf/common/deprecation.py @@ -17,7 +17,7 @@ from packaging import version -def warning_deprecated(msg): +def warning_deprecated(msg: str) -> None: # Note: must use FutureWarning in order not to get suppressed by default warnings.warn(msg, FutureWarning, stacklevel=2) diff --git a/nncf/common/graph/patterns/manager.py b/nncf/common/graph/patterns/manager.py index 824a3b4a4c5..08bae0000af 100644 --- a/nncf/common/graph/patterns/manager.py +++ b/nncf/common/graph/patterns/manager.py @@ -38,17 +38,19 @@ def _get_backend_hw_patterns_map(backend: BackendType) -> Dict[HWFusedPatternNam if backend == BackendType.ONNX: from nncf.onnx.hardware.fused_patterns import ONNX_HW_FUSED_PATTERNS - registry = ONNX_HW_FUSED_PATTERNS.registry_dict + registry = cast(Dict[HWFusedPatternNames, Callable[[], GraphPattern]], ONNX_HW_FUSED_PATTERNS.registry_dict) return registry if backend == BackendType.OPENVINO: from nncf.openvino.hardware.fused_patterns import OPENVINO_HW_FUSED_PATTERNS - registry = OPENVINO_HW_FUSED_PATTERNS.registry_dict + registry = cast( + Dict[HWFusedPatternNames, Callable[[], GraphPattern]], OPENVINO_HW_FUSED_PATTERNS.registry_dict + ) return registry if backend == BackendType.TORCH: from nncf.torch.hardware.fused_patterns import PT_HW_FUSED_PATTERNS - registry = PT_HW_FUSED_PATTERNS.registry_dict + registry = cast(Dict[HWFusedPatternNames, Callable[[], GraphPattern]], PT_HW_FUSED_PATTERNS.registry_dict) return registry raise ValueError(f"Hardware-fused patterns not implemented for {backend} backend.") @@ -66,17 +68,19 @@ def _get_backend_ignored_patterns_map( if backend == BackendType.ONNX: from nncf.onnx.quantization.ignored_patterns import ONNX_IGNORED_PATTERNS - registry = ONNX_IGNORED_PATTERNS.registry_dict + registry = cast(Dict[IgnoredPatternNames, Callable[[], GraphPattern]], ONNX_IGNORED_PATTERNS.registry_dict) return registry if backend == BackendType.OPENVINO: from nncf.openvino.quantization.ignored_patterns import OPENVINO_IGNORED_PATTERNS - registry = OPENVINO_IGNORED_PATTERNS.registry_dict + registry = cast( + Dict[IgnoredPatternNames, Callable[[], GraphPattern]], OPENVINO_IGNORED_PATTERNS.registry_dict + ) return registry if backend == BackendType.TORCH: from nncf.torch.quantization.ignored_patterns import PT_IGNORED_PATTERNS - registry = PT_IGNORED_PATTERNS.registry_dict + registry = cast(Dict[IgnoredPatternNames, Callable[[], GraphPattern]], PT_IGNORED_PATTERNS.registry_dict) return registry raise ValueError(f"Ignored patterns not implemented for {backend} backend.") diff --git a/nncf/common/utils/api_marker.py b/nncf/common/utils/api_marker.py index 90e12ff5013..1b6b346231c 100644 --- a/nncf/common/utils/api_marker.py +++ b/nncf/common/utils/api_marker.py @@ -8,6 +8,7 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. +from typing import Any class api: @@ -17,7 +18,7 @@ class api: def __init__(self, canonical_alias: str = None): self._canonical_alias = canonical_alias - def __call__(self, obj): + def __call__(self, obj: Any) -> Any: # The value of the marker will be useful in determining # whether we are handling a base class or a derived one. setattr(obj, api.API_MARKER_ATTR, obj.__name__) @@ -26,5 +27,5 @@ def __call__(self, obj): return obj -def is_api(obj) -> bool: +def is_api(obj: Any) -> bool: return hasattr(obj, api.API_MARKER_ATTR) diff --git a/nncf/common/utils/backend.py b/nncf/common/utils/backend.py index 9dcd6a57d71..7589aabb739 100644 --- a/nncf/common/utils/backend.py +++ b/nncf/common/utils/backend.py @@ -56,7 +56,7 @@ def is_torch_model(model: TModel) -> bool: :param model: A target model. :return: True if the model is an instance of torch.nn.Module, otherwise False. """ - import torch + import torch # type: ignore return isinstance(model, torch.nn.Module) @@ -68,7 +68,7 @@ def is_tensorflow_model(model: TModel) -> bool: :param model: A target model. :return: True if the model is an instance of tensorflow.Module, otherwise False. """ - import tensorflow + import tensorflow # type: ignore return isinstance(model, tensorflow.Module) @@ -80,7 +80,7 @@ def is_onnx_model(model: TModel) -> bool: :param model: A target model. :return: True if the model is an instance of onnx.ModelProto, otherwise False. """ - import onnx + import onnx # type: ignore return isinstance(model, onnx.ModelProto) @@ -92,7 +92,7 @@ def is_openvino_model(model: TModel) -> bool: :param model: A target model. :return: True if the model is an instance of openvino.runtime.Model, otherwise False. """ - import openvino.runtime as ov + import openvino.runtime as ov # type: ignore return isinstance(model, ov.Model) @@ -147,7 +147,7 @@ def copy_model(model: TModel) -> TModel: model_backend = get_backend(model) if model_backend == BackendType.OPENVINO: # TODO(l-bat): Remove after fixing ticket: 100919 - return model.clone() + return model.clone() # type: ignore if model_backend == BackendType.TENSORFLOW: # deepcopy and tensorflow.keras.models.clone_model does not work correctly on 2.8.4 version from nncf.tensorflow.graph.model_transformer import TFModelTransformer diff --git a/nncf/common/utils/debug.py b/nncf/common/utils/debug.py index e88a2778030..f682919da53 100644 --- a/nncf/common/utils/debug.py +++ b/nncf/common/utils/debug.py @@ -11,23 +11,24 @@ import logging from contextlib import contextmanager +from typing import Generator from nncf.common.logging import nncf_logger DEBUG_LOG_DIR = "./nncf_debug" -def is_debug(): +def is_debug() -> bool: return nncf_logger.getEffectiveLevel() == logging.DEBUG -def set_debug_log_dir(dir_: str): +def set_debug_log_dir(dir_: str) -> None: global DEBUG_LOG_DIR DEBUG_LOG_DIR = dir_ @contextmanager -def nncf_debug(): +def nncf_debug() -> Generator[None, None, None]: from nncf.common.logging.logger import set_log_level set_log_level(logging.DEBUG) diff --git a/nncf/common/utils/decorators.py b/nncf/common/utils/decorators.py index 0556391e366..d47c78c473a 100644 --- a/nncf/common/utils/decorators.py +++ b/nncf/common/utils/decorators.py @@ -10,14 +10,14 @@ # limitations under the License. from importlib import import_module -from typing import Callable, List +from typing import Any, Callable, Dict, List from nncf.common.logging import nncf_logger -IMPORTED_DEPENDENCIES = {} +IMPORTED_DEPENDENCIES: Dict[str, bool] = {} -def skip_if_dependency_unavailable(dependencies: List[str]) -> Callable: +def skip_if_dependency_unavailable(dependencies: List[str]) -> Callable[[Callable[..., None]], Callable[..., None]]: """ Decorator factory to skip a noreturn function if dependencies are not met. @@ -26,7 +26,7 @@ def skip_if_dependency_unavailable(dependencies: List[str]) -> Callable: """ def wrap(func: Callable[..., None]) -> Callable[..., None]: - def wrapped_f(*args, **kwargs): + def wrapped_f(*args: Any, **kwargs: Any): # type: ignore for libname in dependencies: if libname in IMPORTED_DEPENDENCIES: if IMPORTED_DEPENDENCIES[libname]: diff --git a/nncf/common/utils/dot_file_rw.py b/nncf/common/utils/dot_file_rw.py index 4116fce7aa2..f3a1bdb3b98 100644 --- a/nncf/common/utils/dot_file_rw.py +++ b/nncf/common/utils/dot_file_rw.py @@ -13,10 +13,10 @@ from collections import defaultdict from typing import Dict -import networkx as nx +import networkx as nx # type: ignore -def write_dot_graph(G: nx.DiGraph, path: pathlib.Path): +def write_dot_graph(G: nx.DiGraph, path: pathlib.Path) -> None: # NOTE: writing dot files with colons even in labels or other node/edge/graph attributes leads to an # error. See https://github.com/networkx/networkx/issues/5962. If `relabel` is True in this function, # then the colons (:) will be replaced with (^) symbols. @@ -47,21 +47,21 @@ def read_dot_graph(path: pathlib.Path) -> nx.DiGraph: REPLACEMENT_CHAR = "^" -def _maybe_escape_colons_in_attrs(data: Dict): +def _maybe_escape_colons_in_attrs(data: Dict[str, str]) -> None: for attr_name in data: attr_val = str(data[attr_name]) if RESERVED_CHAR in attr_val and not (attr_val[0] == '"' or attr_val[-1] == '"'): data[attr_name] = '"' + data[attr_name] + '"' # escaped colons are allowed -def _unescape_colons_in_attrs_with_colons(data: Dict): +def _unescape_colons_in_attrs_with_colons(data: Dict[str, str]) -> None: for attr_name in data: attr_val = data[attr_name] if RESERVED_CHAR in attr_val and (attr_val[0] == '"' and attr_val[-1] == '"'): data[attr_name] = data[attr_name][1:-1] -def _remove_cosmetic_labels(graph: nx.DiGraph): +def _remove_cosmetic_labels(graph: nx.DiGraph) -> None: for node_name, node_data in graph.nodes(data=True): if "label" in node_data: label = node_data["label"] @@ -69,7 +69,7 @@ def _remove_cosmetic_labels(graph: nx.DiGraph): del node_data["label"] -def _add_cosmetic_labels(graph: nx.DiGraph, relabeled_node_mapping: Dict[str, str]): +def _add_cosmetic_labels(graph: nx.DiGraph, relabeled_node_mapping: Dict[str, str]) -> None: for original_name, dot_name in relabeled_node_mapping.items(): node_data = graph.nodes[dot_name] if "label" not in node_data: @@ -98,7 +98,7 @@ def relabel_graph_for_dot_visualization(nx_graph: nx.Graph, from_reference: bool __CHARACTER_REPLACE_FROM = REPLACEMENT_CHAR __CHARACTER_REPLACE_TO = RESERVED_CHAR - hits = defaultdict(lambda: 0) + hits: Dict[str, int] = defaultdict(lambda: 0) mapping = {} for original_name in nx_graph.nodes(): if not isinstance(original_name, str): diff --git a/nncf/common/utils/helpers.py b/nncf/common/utils/helpers.py index 4ac365fc504..6f1a6fe3557 100644 --- a/nncf/common/utils/helpers.py +++ b/nncf/common/utils/helpers.py @@ -59,7 +59,7 @@ def configure_accuracy_aware_paths(log_dir: Union[str, pathlib.Path]) -> Union[s return acc_aware_log_dir -def product_dict(d: Dict[Hashable, List]) -> Dict: +def product_dict(d: Dict[Hashable, List[str]]) -> Iterable[Dict[Hashable, str]]: """ Generates dicts which enumerate the options for keys given in the input dict; options are represented by list values in the input dict. diff --git a/nncf/common/utils/os.py b/nncf/common/utils/os.py index 471ed6e2a54..86cb0b5bd4d 100644 --- a/nncf/common/utils/os.py +++ b/nncf/common/utils/os.py @@ -11,19 +11,20 @@ import sys from contextlib import contextmanager from pathlib import Path +from typing import IO, Any, BinaryIO, Iterator, TextIO, Union import psutil import nncf -def fail_if_symlink(file: Path): +def fail_if_symlink(file: Path) -> None: if file.is_symlink(): raise nncf.ValidationError("File {} is a symbolic link, aborting.".format(str(file))) @contextmanager -def safe_open(file: Path, *args, **kwargs): +def safe_open(file: Path, *args, **kwargs) -> Iterator[Union[TextIO, BinaryIO, IO[Any]]]: # type: ignore """ Safe function to open file and return a stream. @@ -38,11 +39,11 @@ def safe_open(file: Path, *args, **kwargs): yield f -def is_windows(): +def is_windows() -> bool: return "win32" in sys.platform -def is_linux(): +def is_linux() -> bool: return "linux" in sys.platform @@ -61,7 +62,7 @@ def get_available_cpu_count(logical: bool = True) -> int: return 1 -def get_available_memory_amount() -> int: +def get_available_memory_amount() -> float: """ :return: Available memory amount (bytes) """ diff --git a/nncf/common/utils/patcher.py b/nncf/common/utils/patcher.py index d0f1c2731ed..659e76a2fe4 100644 --- a/nncf/common/utils/patcher.py +++ b/nncf/common/utils/patcher.py @@ -15,7 +15,7 @@ from collections import OrderedDict from functools import partial from functools import partialmethod -from typing import Callable +from typing import Any, Callable, Dict, List, Optional, Tuple, Union class Patcher: @@ -24,16 +24,16 @@ class Patcher: Note: imported from OTX. """ - def __init__(self): - self._patched = OrderedDict() + def __init__(self) -> None: + self._patched: Dict[Tuple[Any, str], List[Tuple[Any, Callable[..., Any]]]] = OrderedDict() def patch( # noqa: C901 self, - obj_cls, - wrapper: Callable, + obj_cls: Union[Any], + wrapper: Callable[..., Any], *, force: bool = True, - ): + ) -> None: """ Apply patching :param obj_cls: Function to be overriden. @@ -54,7 +54,7 @@ def patch( # noqa: C901 else: if inspect.isclass(obj_cls): try: - fn = obj_cls.__getattribute__(obj_cls, fn_name) + fn = obj_cls.__getattribute__(obj_cls, fn_name) # type: ignore except AttributeError: return self._patch_class_fn(obj_cls, fn_name, fn, wrapper, force) @@ -65,14 +65,14 @@ def patch( # noqa: C901 return self._patch_instance_fn(obj_cls, fn_name, fn, wrapper, force) - def unpatch(self, obj_cls=None, depth=0): + def unpatch(self, obj_cls: Any = None, depth: int = 0) -> None: """ Undo patching :param obj_cls: Function to be unpatched. :param depth: How many patches to undo, depth=0 to undo all of them """ - def _unpatch(obj, fn_name, key, depth): + def _unpatch(obj: Any, fn_name: str, key: Tuple[Any, str], depth: int) -> None: if depth == 0: depth = len(self._patched[key]) keep = len(self._patched[key]) - depth @@ -108,7 +108,7 @@ def _unpatch(obj, fn_name, key, depth): obj, fn_name = self.import_obj(".".join([obj, fn_name])) _unpatch(obj, fn_name, key, depth) - def import_obj(self, obj_cls): # noqa: C901 + def import_obj(self, obj_cls: Union[str, Any]) -> Tuple[Any, str]: # noqa: C901 """Object import helper.""" if isinstance(obj_cls, str): fn_name = obj_cls.split(".")[-1] @@ -144,7 +144,7 @@ def import_obj(self, obj_cls): # noqa: C901 obj_cls = getattr(importlib.import_module(module), obj_cls) return obj_cls, fn_name - def _patch_module_fn(self, obj_cls, fn_name, fn, wrapper, force): + def _patch_module_fn(self, obj_cls: Any, fn_name: str, fn: Any, wrapper: Callable[..., Any], force: bool) -> None: def helper(*args, **kwargs): # type: ignore obj_cls = kwargs.pop("__obj_cls") fn = kwargs.pop("__fn") @@ -160,7 +160,7 @@ def helper(*args, **kwargs): # type: ignore setattr(obj_cls, fn_name, partial(helper, __wrapper=wrapper, __fn=fn, __obj_cls=obj_cls)) self._patched[key].append((fn, wrapper)) - def _patch_class_fn(self, obj_cls, fn_name, fn, wrapper, force): + def _patch_class_fn(self, obj_cls: Any, fn_name: str, fn: Any, wrapper: Callable[..., Any], force: bool) -> None: if isinstance(fn, (staticmethod, classmethod)): def helper(*args, **kwargs): # type: ignore @@ -171,7 +171,7 @@ def helper(*args, **kwargs): # type: ignore return wrapper(args[0], fn.__get__(args[0]), *args[1:], **kwargs) return wrapper(obj_cls, fn.__get__(obj_cls), *args, **kwargs) - elif isinstance(fn, type(all.__call__)): + elif isinstance(fn, type(all.__call__)): # type: ignore def helper(self, *args, **kwargs): # type: ignore kwargs.pop("__obj_cls") @@ -200,7 +200,7 @@ def helper(self, *args, **kwargs): # type: ignore ) self._patched[key].append((fn, wrapper)) - def _patch_instance_fn(self, obj_cls, fn_name, fn, wrapper, force): + def _patch_instance_fn(self, obj_cls: Any, fn_name: str, fn: Any, wrapper: Callable[..., Any], force: bool) -> None: def helper(ctx, *args, **kwargs): # type: ignore fn = kwargs.pop("__fn") wrapper = kwargs.pop("__wrapper") @@ -215,7 +215,7 @@ def helper(ctx, *args, **kwargs): # type: ignore setattr(obj_cls, fn_name, partialmethod(helper, __wrapper=wrapper, __fn=fn).__get__(obj_cls)) self._patched[key].append((fn, wrapper)) - def _initialize(self, key, force): + def _initialize(self, key: Tuple[int, str], force: bool) -> Optional[Any]: fn = None if key not in self._patched: self._patched[key] = [] diff --git a/nncf/common/utils/registry.py b/nncf/common/utils/registry.py index e165a3b60f6..29e62169500 100644 --- a/nncf/common/utils/registry.py +++ b/nncf/common/utils/registry.py @@ -9,29 +9,31 @@ # See the License for the specific language governing permissions and # limitations under the License. +from typing import Any, Callable, Dict + class Registry: REGISTERED_NAME_ATTR = "_registered_name" def __init__(self, name: str, add_name_as_attr: bool = False): self._name = name - self._registry_dict = {} + self._registry_dict: Dict[str, Any] = {} self._add_name_as_attr = add_name_as_attr @property - def registry_dict(self): + def registry_dict(self) -> Dict[str, Any]: return self._registry_dict - def values(self): + def values(self) -> Any: return self._registry_dict.values() - def _register(self, obj, name: str): + def _register(self, obj: Any, name: str) -> None: if name in self._registry_dict: raise KeyError("{} is already registered in {}".format(name, self._name)) self._registry_dict[name] = obj - def register(self, name: str = None): - def wrap(obj): + def register(self, name: str = None) -> Callable[[Any], Any]: + def wrap(obj: Any) -> Any: cls_name = name if cls_name is None: cls_name = obj.__name__ @@ -42,13 +44,13 @@ def wrap(obj): return wrap - def get(self, name): + def get(self, name: str) -> Any: if name not in self._registry_dict: self._key_not_found(name) return self._registry_dict[name] - def _key_not_found(self, name): + def _key_not_found(self, name: str) -> None: raise KeyError("{} is unknown type of {} ".format(name, self._name)) - def __contains__(self, item): + def __contains__(self, item: Any) -> bool: return item in self._registry_dict.values() diff --git a/nncf/common/utils/tensorboard.py b/nncf/common/utils/tensorboard.py index 7a6fe1043c8..826721d1bad 100644 --- a/nncf/common/utils/tensorboard.py +++ b/nncf/common/utils/tensorboard.py @@ -10,7 +10,7 @@ # limitations under the License. from functools import singledispatch -from typing import Dict +from typing import Any, Dict, Union from nncf.common.pruning.statistics import FilterPruningStatistics from nncf.common.sparsity.statistics import ConstSparsityStatistics @@ -35,12 +35,21 @@ def prepare_for_tensorboard(nncf_stats: NNCFStatistics) -> Dict[str, float]: @singledispatch -def convert_to_dict(stats, algorithm_name: str): +def convert_to_dict( + stats: Union[ + FilterPruningStatistics, + MagnitudeSparsityStatistics, + RBSparsityStatistics, + ConstSparsityStatistics, + MovementSparsityStatistics, + ], + algorithm_name: str, +) -> Dict[Any, Any]: return {} @convert_to_dict.register(FilterPruningStatistics) -def _(stats, algorithm_name): +def _(stats: FilterPruningStatistics, algorithm_name: str) -> Dict[str, float]: tensorboard_stats = { f"{algorithm_name}/algo_current_pruning_level": stats.current_pruning_level, f"{algorithm_name}/model_FLOPS_pruning_level": stats.model_statistics.flops_pruning_level, @@ -53,7 +62,9 @@ def _(stats, algorithm_name): @convert_to_dict.register(MagnitudeSparsityStatistics) @convert_to_dict.register(RBSparsityStatistics) @convert_to_dict.register(ConstSparsityStatistics) -def _(stats, algorithm_name): +def _( + stats: Union[MagnitudeSparsityStatistics, RBSparsityStatistics, ConstSparsityStatistics], algorithm_name: str +) -> Dict[str, float]: tensorboard_stats = { f"{algorithm_name}/sparsity_level_for_model": stats.model_statistics.sparsity_level, f"{algorithm_name}/sparsity_level_for_sparsified_layers": stats.model_statistics.sparsity_level_for_layers, @@ -67,7 +78,7 @@ def _(stats, algorithm_name): @convert_to_dict.register(MovementSparsityStatistics) -def _(stats, algorithm_name): +def _(stats: MovementSparsityStatistics, algorithm_name: str) -> Dict[str, float]: tensorboard_stats = { f"{algorithm_name}/model_sparsity": stats.model_statistics.sparsity_level, f"{algorithm_name}/linear_layer_sparsity": stats.model_statistics.sparsity_level_for_layers, diff --git a/nncf/common/utils/timer.py b/nncf/common/utils/timer.py index 90b47b298be..b60d9953d30 100644 --- a/nncf/common/utils/timer.py +++ b/nncf/common/utils/timer.py @@ -11,12 +11,13 @@ import time from contextlib import contextmanager +from typing import Callable, Iterator from nncf.common.logging import nncf_logger @contextmanager -def timer(): +def timer() -> Iterator[Callable[[], float]]: """ Context manager to measure execution time. """ diff --git a/nncf/tensorflow/graph/model_transformer.py b/nncf/tensorflow/graph/model_transformer.py index bec81169048..ef028d0bd47 100644 --- a/nncf/tensorflow/graph/model_transformer.py +++ b/nncf/tensorflow/graph/model_transformer.py @@ -11,7 +11,7 @@ import copy from collections import OrderedDict from collections import namedtuple -from typing import Callable, Dict, List, Set, Union +from typing import Callable, Dict, List, Set, TypeVar, Union import tensorflow as tf @@ -37,6 +37,7 @@ from nncf.tensorflow.layers.wrapper import NNCFWrapper WeightOperations = namedtuple("WeightOperations", ("weights_attr_name", "operations")) +TModel = TypeVar("TModel") class TFModelTransformer(ModelTransformer): @@ -44,7 +45,7 @@ class TFModelTransformer(ModelTransformer): Applies transformations to a Keras model graph. """ - def __init__(self, model): + def __init__(self, model: TModel) -> None: """ Initializes Model Transformer diff --git a/tests/common/utils/test_timer.py b/tests/common/utils/test_timer.py index 53cbf118bba..bdb2e154d6a 100644 --- a/tests/common/utils/test_timer.py +++ b/tests/common/utils/test_timer.py @@ -22,4 +22,4 @@ def test_timer(nncf_caplog): t() with nncf_caplog.at_level(logging.INFO): - assert "nncf:timer.py:28 Elapsed Time: 00:00:01" in nncf_caplog.text + assert "nncf:timer.py:29 Elapsed Time: 00:00:01" in nncf_caplog.text From 0ff601c59cf8cfecc774923f2ca3a5240ba01b53 Mon Sep 17 00:00:00 2001 From: Nikita Malinin Date: Fri, 5 Jul 2024 10:31:53 +0200 Subject: [PATCH 23/30] Compile model only for CPU (#2786) ### Changes - Set the `CPU` device for `compile_model`. ### Reason for changes - Unstable results with the `AUTO` device. ### Related tickets - 144747 ### Tests - nightly/test_examples/441/ - **passed** - nightly/windows/test-examples/100/ - **passed** - openvino-nightly/test_examples/50/ - **failed** (as expected due to 145701) - manual/post_training_weight_compression/86/ - **passed** - manual/post_training_quantization/420/ - **passed** --- .../post_training_quantization/onnx/mobilenet_v2/main.py | 2 +- .../onnx/yolov8_quantize_with_accuracy_control/deploy.py | 2 +- .../anomaly_stfpm_quantize_with_accuracy_control/main.py | 4 ++-- .../openvino/mobilenet_v2/main.py | 2 +- .../post_training_quantization/openvino/yolov8/main.py | 2 +- .../yolov8_quantize_with_accuracy_control/main.py | 2 +- .../tensorflow/mobilenet_v2/main.py | 2 +- .../post_training_quantization/torch/mobilenet_v2/main.py | 2 +- nncf/openvino/engine.py | 8 ++------ .../algorithms/accuracy_control/openvino_backend.py | 2 +- .../algorithms/weight_compression/openvino_backend.py | 4 ++-- tests/onnx/quantization/test_ptq_regression.py | 2 +- tests/openvino/native/quantization/test_sanity.py | 2 +- tests/openvino/native/test_model_transformer.py | 2 +- tests/openvino/test_transform_fn.py | 2 +- tests/openvino/tools/calibrate.py | 2 +- .../post_training/pipelines/image_classification_timm.py | 2 +- 17 files changed, 20 insertions(+), 24 deletions(-) diff --git a/examples/post_training_quantization/onnx/mobilenet_v2/main.py b/examples/post_training_quantization/onnx/mobilenet_v2/main.py index a846f33726d..39a8e8c8465 100755 --- a/examples/post_training_quantization/onnx/mobilenet_v2/main.py +++ b/examples/post_training_quantization/onnx/mobilenet_v2/main.py @@ -48,7 +48,7 @@ def validate(path_to_model: Path, validation_loader: torch.utils.data.DataLoader predictions = [] references = [] - compiled_model = ov.compile_model(path_to_model) + compiled_model = ov.compile_model(path_to_model, device_name="CPU") output = compiled_model.outputs[0] for images, target in tqdm(validation_loader): diff --git a/examples/post_training_quantization/onnx/yolov8_quantize_with_accuracy_control/deploy.py b/examples/post_training_quantization/onnx/yolov8_quantize_with_accuracy_control/deploy.py index 0e8e349bb29..555709a103f 100644 --- a/examples/post_training_quantization/onnx/yolov8_quantize_with_accuracy_control/deploy.py +++ b/examples/post_training_quantization/onnx/yolov8_quantize_with_accuracy_control/deploy.py @@ -45,7 +45,7 @@ def validate_ov_model( validator.stats = [] validator.batch_i = 1 validator.confusion_matrix = ConfusionMatrix(nc=validator.nc) - compiled_model = ov.compile_model(ov_model) + compiled_model = ov.compile_model(ov_model, device_name="CPU") num_outputs = len(compiled_model.outputs) for batch_i, batch in enumerate(data_loader): if num_samples is not None and batch_i == num_samples: diff --git a/examples/post_training_quantization/openvino/anomaly_stfpm_quantize_with_accuracy_control/main.py b/examples/post_training_quantization/openvino/anomaly_stfpm_quantize_with_accuracy_control/main.py index 3c219beb253..0919f041ff3 100644 --- a/examples/post_training_quantization/openvino/anomaly_stfpm_quantize_with_accuracy_control/main.py +++ b/examples/post_training_quantization/openvino/anomaly_stfpm_quantize_with_accuracy_control/main.py @@ -187,12 +187,12 @@ def transform_fn(data_item): int8_fps = run_benchmark(int8_ir_path, shape=[1, 3, 256, 256], verbose=True) print("[5/7] Validate OpenVINO FP32 model:") - compiled_model = ov.compile_model(ov_model) + compiled_model = ov.compile_model(ov_model, device_name="CPU") fp32_top1, _ = validate(compiled_model, test_loader, validation_params) print(f"Accuracy @ top1: {fp32_top1:.3f}") print("[6/7] Validate OpenVINO INT8 model:") - quantized_compiled_model = ov.compile_model(ov_quantized_model) + quantized_compiled_model = ov.compile_model(ov_quantized_model, device_name="CPU") int8_top1, _ = validate(quantized_compiled_model, test_loader, validation_params) print(f"Accuracy @ top1: {int8_top1:.3f}") diff --git a/examples/post_training_quantization/openvino/mobilenet_v2/main.py b/examples/post_training_quantization/openvino/mobilenet_v2/main.py index 12dac76bbcf..80e9d2eaf8b 100644 --- a/examples/post_training_quantization/openvino/mobilenet_v2/main.py +++ b/examples/post_training_quantization/openvino/mobilenet_v2/main.py @@ -43,7 +43,7 @@ def validate(model: ov.Model, val_loader: torch.utils.data.DataLoader) -> float: predictions = [] references = [] - compiled_model = ov.compile_model(model) + compiled_model = ov.compile_model(model, device_name="CPU") output = compiled_model.outputs[0] for images, target in tqdm(val_loader): diff --git a/examples/post_training_quantization/openvino/yolov8/main.py b/examples/post_training_quantization/openvino/yolov8/main.py index 29a335da680..88a34d5c24c 100644 --- a/examples/post_training_quantization/openvino/yolov8/main.py +++ b/examples/post_training_quantization/openvino/yolov8/main.py @@ -39,7 +39,7 @@ def validate( validator.stats = [] validator.confusion_matrix = ConfusionMatrix(nc=validator.nc) model.reshape({0: [1, 3, -1, -1]}) - compiled_model = ov.compile_model(model) + compiled_model = ov.compile_model(model, device_name="CPU") output_layer = compiled_model.output(0) for batch_i, batch in enumerate(data_loader): if num_samples is not None and batch_i == num_samples: diff --git a/examples/post_training_quantization/openvino/yolov8_quantize_with_accuracy_control/main.py b/examples/post_training_quantization/openvino/yolov8_quantize_with_accuracy_control/main.py index 1cb98e59598..82e5941f609 100644 --- a/examples/post_training_quantization/openvino/yolov8_quantize_with_accuracy_control/main.py +++ b/examples/post_training_quantization/openvino/yolov8_quantize_with_accuracy_control/main.py @@ -42,7 +42,7 @@ def validate( validator.batch_i = 1 validator.confusion_matrix = ConfusionMatrix(nc=validator.nc) model.reshape({0: [1, 3, -1, -1]}) - compiled_model = ov.compile_model(model) + compiled_model = ov.compile_model(model, device_name="CPU") num_outputs = len(model.outputs) for batch_i, batch in enumerate(data_loader): if num_samples is not None and batch_i == num_samples: diff --git a/examples/post_training_quantization/tensorflow/mobilenet_v2/main.py b/examples/post_training_quantization/tensorflow/mobilenet_v2/main.py index 5cdd3659dd6..bf4707e6dc6 100644 --- a/examples/post_training_quantization/tensorflow/mobilenet_v2/main.py +++ b/examples/post_training_quantization/tensorflow/mobilenet_v2/main.py @@ -28,7 +28,7 @@ def validate(model: ov.Model, val_loader: tf.data.Dataset) -> tf.Tensor: - compiled_model = ov.compile_model(model) + compiled_model = ov.compile_model(model, device_name="CPU") output = compiled_model.outputs[0] metric = tf.keras.metrics.CategoricalAccuracy(name="acc@1") diff --git a/examples/post_training_quantization/torch/mobilenet_v2/main.py b/examples/post_training_quantization/torch/mobilenet_v2/main.py index c006fb1ec39..de309234445 100644 --- a/examples/post_training_quantization/torch/mobilenet_v2/main.py +++ b/examples/post_training_quantization/torch/mobilenet_v2/main.py @@ -50,7 +50,7 @@ def validate(model: ov.Model, val_loader: torch.utils.data.DataLoader) -> float: predictions = [] references = [] - compiled_model = ov.compile_model(model) + compiled_model = ov.compile_model(model, device_name="CPU") output = compiled_model.outputs[0] for images, target in track(val_loader, description="Validating"): diff --git a/nncf/openvino/engine.py b/nncf/openvino/engine.py index d5db5fb6c94..04805fac31f 100644 --- a/nncf/openvino/engine.py +++ b/nncf/openvino/engine.py @@ -16,7 +16,6 @@ from nncf.common.engine import Engine from nncf.openvino.graph.model_utils import model_has_state -from nncf.parameters import TargetDevice class OVCompiledModelEngine(Engine): @@ -63,13 +62,10 @@ class OVNativeEngine(Engine): to infer the model. """ - def __init__(self, model: ov.Model, target_device: TargetDevice = TargetDevice.CPU): - if target_device == TargetDevice.ANY: - target_device = TargetDevice.CPU - + def __init__(self, model: ov.Model): ie = ov.Core() stateful = model_has_state(model) - compiled_model = ie.compile_model(model, target_device.value) + compiled_model = ie.compile_model(model, device_name="CPU") self.engine = OVCompiledModelEngine(compiled_model, stateful) def infer( diff --git a/nncf/quantization/algorithms/accuracy_control/openvino_backend.py b/nncf/quantization/algorithms/accuracy_control/openvino_backend.py index 024da19d3f8..694156edce9 100644 --- a/nncf/quantization/algorithms/accuracy_control/openvino_backend.py +++ b/nncf/quantization/algorithms/accuracy_control/openvino_backend.py @@ -42,7 +42,7 @@ class OVPreparedModel(PreparedModel): def __init__(self, model: ov.Model): self._stateful = model_has_state(model) - self._compiled_model = ov.compile_model(model) + self._compiled_model = ov.compile_model(model, device_name="CPU") self._engine = None @property diff --git a/nncf/quantization/algorithms/weight_compression/openvino_backend.py b/nncf/quantization/algorithms/weight_compression/openvino_backend.py index 78c4eaedfbd..81d61cb648c 100644 --- a/nncf/quantization/algorithms/weight_compression/openvino_backend.py +++ b/nncf/quantization/algorithms/weight_compression/openvino_backend.py @@ -242,7 +242,7 @@ def get_compress_decompress_pipeline(config: WeightCompressionConfig, w_shape, s model = ov.Model([result], parameters) - compiled_model = ov.compile_model(model) + compiled_model = ov.compile_model(model, device_name="CPU") return lambda parameters: compiled_model(parameters)[0] @@ -272,7 +272,7 @@ def get_compress_pipeline(config: WeightCompressionConfig, w_shape, s_shape, z_p model = ov.Model([result], parameters) - compiled_model = ov.compile_model(model) + compiled_model = ov.compile_model(model, device_name="CPU") return lambda parameters: compiled_model(parameters)[0] diff --git a/tests/onnx/quantization/test_ptq_regression.py b/tests/onnx/quantization/test_ptq_regression.py index 0d8d3cbcc02..7db01d4fd0b 100644 --- a/tests/onnx/quantization/test_ptq_regression.py +++ b/tests/onnx/quantization/test_ptq_regression.py @@ -86,7 +86,7 @@ def validate(quantized_model_path: Path, data_loader: torch.utils.data.DataLoade 701: 9, # parachute } core = Core() - compiled_model = core.compile_model(quantized_model_path, "CPU") + compiled_model = core.compile_model(quantized_model_path, device_name="CPU") infer_queue = ov.AsyncInferQueue(compiled_model) predictions = [0] * len(data_loader) diff --git a/tests/openvino/native/quantization/test_sanity.py b/tests/openvino/native/quantization/test_sanity.py index 3df35d8a6f6..748cf44cb6b 100644 --- a/tests/openvino/native/quantization/test_sanity.py +++ b/tests/openvino/native/quantization/test_sanity.py @@ -83,7 +83,7 @@ def validate(quantized_model_path: Path, data_loader: torch.utils.data.DataLoade 701: 9, # parachute } core = ov.Core() - compiled_model = core.compile_model(quantized_model_path, "CPU") + compiled_model = core.compile_model(quantized_model_path, device_name="CPU") infer_queue = ov.AsyncInferQueue(compiled_model) predictions = [0] * len(data_loader) diff --git a/tests/openvino/native/test_model_transformer.py b/tests/openvino/native/test_model_transformer.py index 83c066c6e9f..871aebc354e 100644 --- a/tests/openvino/native/test_model_transformer.py +++ b/tests/openvino/native/test_model_transformer.py @@ -605,7 +605,7 @@ def test_bias_correction(model_with_parameters): def test_no_transformations(): def infer_model_with_ones(model, shape): ie = ov.Core() - compiled_model = ie.compile_model(model) + compiled_model = ie.compile_model(model, device_name="CPU") _input = np.ones(shape) model_outputs = compiled_model(_input) return {out.get_node().get_friendly_name(): data for out, data in model_outputs.items()} diff --git a/tests/openvino/test_transform_fn.py b/tests/openvino/test_transform_fn.py index 4372b71cfb7..d5cd2378627 100644 --- a/tests/openvino/test_transform_fn.py +++ b/tests/openvino/test_transform_fn.py @@ -55,7 +55,7 @@ def multiple_inputs_as_dict_transform_fn(data_item): ) def test_transform_fn(model, transform_fn): # Check the transformation function - compiled_model = ov.compile_model(model.ov_model) + compiled_model = ov.compile_model(model.ov_model, device_name="CPU") _ = compiled_model(transform_fn(next(iter(dataset)))) # Start quantization diff --git a/tests/openvino/tools/calibrate.py b/tests/openvino/tools/calibrate.py index bca283bf576..a044bf8f269 100644 --- a/tests/openvino/tools/calibrate.py +++ b/tests/openvino/tools/calibrate.py @@ -838,7 +838,7 @@ def maybe_reshape_model(model, dataset, subset_size, input_to_tensor_name): def get_transform_fn(model_evaluator: ModelEvaluator, ov_model): if isinstance(model_evaluator, ModelEvaluator) and model_evaluator.launcher._lstm_inputs: - compiled_original_model = ov.Core().compile_model(ov_model) + compiled_original_model = ov.Core().compile_model(ov_model, device_name="CPU") model_outputs = None def transform_fn(data_item: ACDattasetWrapper.DataItem): diff --git a/tests/post_training/pipelines/image_classification_timm.py b/tests/post_training/pipelines/image_classification_timm.py index f53643b6cc3..601ec01d28b 100644 --- a/tests/post_training/pipelines/image_classification_timm.py +++ b/tests/post_training/pipelines/image_classification_timm.py @@ -138,7 +138,7 @@ def _validate(self): core.set_property("CPU", properties={"INFERENCE_NUM_THREADS": str(inference_num_threads)}) ov_model = core.read_model(self.path_compressed_ir) - compiled_model = core.compile_model(ov_model) + compiled_model = core.compile_model(ov_model, device_name="CPU") jobs = int(os.environ.get("NUM_VAL_THREADS", DEFAULT_VAL_THREADS)) infer_queue = ov.AsyncInferQueue(compiled_model, jobs) From f45bcad822d94393646f19a726b67ed4cf660d68 Mon Sep 17 00:00:00 2001 From: Lyalyushkin Nikolay Date: Fri, 5 Jul 2024 15:12:19 +0200 Subject: [PATCH 24/30] Fix for llm examples with openvino-nightly (#2782) ### Changes Explicit enabling of dynamic quantization of activations and updating metrics in the weight compression examples. It's possible to adapt compression examples for new openvino-nightly by explicitly turning off the dynamic quantization of activations via ``` OVModelForCausalLM.from_pretrained(OUTPUT_DIR, ov_config={"DYNAMIC_QUANTIZATION_GROUP_SIZE": "0"}) ``` The successful 45th run of `test examples` is proving that. But examples with dynamic quantization should make validation faster, that's why this PR enables it and updates the metrics. ### Reason for changes OpenVINO 2023.2 has a dynamic quantization of activation enabled by default. (https://github.com/openvinotoolkit/openvino/pull/25054) and that's affects accuracy/metrics in the weight compression examples/tests, since before it was disabled by default. ### Related tickets [CVS-134931](https://jira.devtools.intel.com/browse/CVS-134931) [CVS-145701](https://jira.devtools.intel.com/browse/CVS-145701) ### Tests `tests/cross_fw/examples/test_examples.py -k llm` run of test examples: - [x] 45 - with openvino-nightly --- examples/llm_compression/openvino/tiny_llama/main.py | 2 +- .../openvino/tiny_llama_find_hyperparams/main.py | 7 ++++++- 2 files changed, 7 insertions(+), 2 deletions(-) diff --git a/examples/llm_compression/openvino/tiny_llama/main.py b/examples/llm_compression/openvino/tiny_llama/main.py index f2be54ce1aa..dd03a4361c6 100644 --- a/examples/llm_compression/openvino/tiny_llama/main.py +++ b/examples/llm_compression/openvino/tiny_llama/main.py @@ -67,7 +67,7 @@ def transform_fn(data, model, tokenizer): ) model.save_pretrained(OUTPUT_DIR) - model = OVModelForCausalLM.from_pretrained(OUTPUT_DIR) + model = OVModelForCausalLM.from_pretrained(OUTPUT_DIR, ov_config={"DYNAMIC_QUANTIZATION_GROUP_SIZE": "0"}) input_ids = tokenizer("What is PyTorch?", return_tensors="pt").to(device=model.device) start_t = time.time() diff --git a/examples/llm_compression/openvino/tiny_llama_find_hyperparams/main.py b/examples/llm_compression/openvino/tiny_llama_find_hyperparams/main.py index b3fbce5722b..7ab0176eb85 100644 --- a/examples/llm_compression/openvino/tiny_llama_find_hyperparams/main.py +++ b/examples/llm_compression/openvino/tiny_llama_find_hyperparams/main.py @@ -241,7 +241,12 @@ def gen_pkv(num_heads, head_dim, num_layers): def main(): model_id = "TinyLlama/TinyLlama-1.1B-step-50K-105b" # - ov_config = {"PERFORMANCE_HINT": "LATENCY", "NUM_STREAMS": "1", "CACHE_DIR": ""} + ov_config = { + "PERFORMANCE_HINT": "LATENCY", + "NUM_STREAMS": "1", + "CACHE_DIR": "", + "DYNAMIC_QUANTIZATION_GROUP_SIZE": "0", + } model = OVModelForCausalLM.from_pretrained( model_id, export=True, From f5ce9459c1ffb80bc3636cca72e092994abd1527 Mon Sep 17 00:00:00 2001 From: andreyanufr Date: Sat, 6 Jul 2024 21:19:21 +0200 Subject: [PATCH 25/30] Update wc_reference_data.yaml (#2791) ### Changes Update scale estimation reference. ### Reason for changes Red conformance tests. --- tests/post_training/data/wc_reference_data.yaml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/tests/post_training/data/wc_reference_data.yaml b/tests/post_training/data/wc_reference_data.yaml index 0c9af9c547d..a3813e84ff6 100644 --- a/tests/post_training/data/wc_reference_data.yaml +++ b/tests/post_training/data/wc_reference_data.yaml @@ -11,11 +11,11 @@ tinyllama_data_aware_awq_stateful_backend_OV: num_int4: 94 num_int8: 124 tinyllama_data_aware_awq_scale_estimation_backend_OV: - metric_value: 0.84048 + metric_value: 0.84406 num_int4: 94 num_int8: 124 tinyllama_data_aware_awq_scale_estimation_stateful_backend_OV: - metric_value: 0.84048 + metric_value: 0.84171 num_int4: 94 num_int8: 124 tinyllama_int8_data_free_backend_TORCH: From 9fcba3ebe15e265b3b60b52d2e88b832ff29b2f7 Mon Sep 17 00:00:00 2001 From: Alexander Dokuchaev Date: Mon, 8 Jul 2024 08:47:04 +0300 Subject: [PATCH 26/30] Ignore ReleaseNotes.md by link checker (#2793) ### Changes - Bump to 0.9 - Add config file for link checker --- .github/workflows/nightly.yml | 4 +++- .github/workflows/pre-commit-linters.yml | 4 +++- md_dead_link_check.toml | 2 ++ 3 files changed, 8 insertions(+), 2 deletions(-) create mode 100644 md_dead_link_check.toml diff --git a/.github/workflows/nightly.yml b/.github/workflows/nightly.yml index f6c0e6b8fa5..068e3fdd0a3 100644 --- a/.github/workflows/nightly.yml +++ b/.github/workflows/nightly.yml @@ -11,4 +11,6 @@ jobs: runs-on: ubuntu-22.04 steps: - uses: actions/checkout@a5ac7e51b41094c92402da3b24376905380afc29 # v4.1.6 - - uses: AlexanderDokuchaev/md-dead-link-check@76ecefc7f64753bba30a36179f46d903e9f77669 # v0.8 + - uses: AlexanderDokuchaev/md-dead-link-check@cc3ed55268899a1a6d5fd7068abbc4591eab1f74 # v0.9 + with: + config: md_dead_link_check.toml diff --git a/.github/workflows/pre-commit-linters.yml b/.github/workflows/pre-commit-linters.yml index 8afafd96d53..d24b1592d41 100644 --- a/.github/workflows/pre-commit-linters.yml +++ b/.github/workflows/pre-commit-linters.yml @@ -24,4 +24,6 @@ jobs: runs-on: ubuntu-22.04 steps: - uses: actions/checkout@a5ac7e51b41094c92402da3b24376905380afc29 # v4.1.6 - - uses: AlexanderDokuchaev/md-dead-link-check@76ecefc7f64753bba30a36179f46d903e9f77669 # v0.8 + - uses: AlexanderDokuchaev/md-dead-link-check@cc3ed55268899a1a6d5fd7068abbc4591eab1f74 # v0.9 + with: + config: md_dead_link_check.toml diff --git a/md_dead_link_check.toml b/md_dead_link_check.toml new file mode 100644 index 00000000000..cfe1ac2823c --- /dev/null +++ b/md_dead_link_check.toml @@ -0,0 +1,2 @@ +[tool.md_dead_link_check] +exclude_files = ["ReleaseNotes.md"] From 26fd1fd9467a8fcf2bab039118521549c5491815 Mon Sep 17 00:00:00 2001 From: Alexander Dokuchaev Date: Mon, 8 Jul 2024 12:41:22 +0300 Subject: [PATCH 27/30] Add assignment operators and matmul (#2792) ### Changes Support `__iadd__`, `__isub__`, `__imul__`, `__ipow__`, `__itruediv__`, `__ifloordiv__`, `__matmul__` operators for Tensor --- nncf/tensor/tensor.py | 27 +++++++++++++++++++ .../template_test_nncf_tensor.py | 20 +++++++++++--- 2 files changed, 43 insertions(+), 4 deletions(-) diff --git a/nncf/tensor/tensor.py b/nncf/tensor/tensor.py index 2be02d8c252..52966be1ad1 100644 --- a/nncf/tensor/tensor.py +++ b/nncf/tensor/tensor.py @@ -82,36 +82,63 @@ def __add__(self, other: Union[Tensor, float]) -> Tensor: def __radd__(self, other: Union[Tensor, float]) -> Tensor: return Tensor(unwrap_tensor_data(other) + self.data) + def __iadd__(self, other: Union[Tensor, float]) -> Tensor: + self._data += unwrap_tensor_data(other) + return self + def __sub__(self, other: Union[Tensor, float]) -> Tensor: return Tensor(self.data - unwrap_tensor_data(other)) def __rsub__(self, other: Union[Tensor, float]) -> Tensor: return Tensor(unwrap_tensor_data(other) - self.data) + def __isub__(self, other: Union[Tensor, float]) -> Tensor: + self._data -= unwrap_tensor_data(other) + return self + def __mul__(self, other: Union[Tensor, float]) -> Tensor: return Tensor(self.data * unwrap_tensor_data(other)) def __rmul__(self, other: Union[Tensor, float]) -> Tensor: return Tensor(unwrap_tensor_data(other) * self.data) + def __imul__(self, other: Union[Tensor, float]) -> Tensor: + self._data *= unwrap_tensor_data(other) + return self + def __pow__(self, other: Union[Tensor, float]) -> Tensor: return Tensor(self.data ** unwrap_tensor_data(other)) def __rpow__(self, other: Union[Tensor, float]) -> Tensor: return Tensor(unwrap_tensor_data(other) ** self.data) + def __ipow__(self, other: Union[Tensor, float]) -> Tensor: + self._data **= unwrap_tensor_data(other) + return self + def __truediv__(self, other: Union[Tensor, float]) -> Tensor: return _call_function("_binary_op_nowarn", self, other, operator.truediv) def __rtruediv__(self, other: Union[Tensor, float]) -> Tensor: return _call_function("_binary_reverse_op_nowarn", self, other, operator.truediv) + def __itruediv__(self, other: Union[Tensor, float]) -> Tensor: + self._data /= unwrap_tensor_data(other) + return self + def __floordiv__(self, other: Union[Tensor, float]) -> Tensor: return _call_function("_binary_op_nowarn", self, other, operator.floordiv) def __rfloordiv__(self, other: Union[Tensor, float]) -> Tensor: return _call_function("_binary_reverse_op_nowarn", self, other, operator.floordiv) + def __ifloordiv__(self, other: Union[Tensor, float]) -> Tensor: + self._data /= unwrap_tensor_data(other) + return self + + def __matmul__(self, other: Union[Tensor, float]) -> Tensor: + return Tensor(self.data @ unwrap_tensor_data(other)) + def __neg__(self) -> Tensor: return Tensor(-self.data) diff --git a/tests/shared/test_templates/template_test_nncf_tensor.py b/tests/shared/test_templates/template_test_nncf_tensor.py index 10bae2ad9d5..29b558b240b 100644 --- a/tests/shared/test_templates/template_test_nncf_tensor.py +++ b/tests/shared/test_templates/template_test_nncf_tensor.py @@ -38,6 +38,12 @@ "truediv": operator.truediv, "floordiv": operator.floordiv, "neg": lambda a, _: -a, + "iadd": operator.iadd, + "isub": operator.isub, + "imul": operator.imul, + "ipow": operator.ipow, + "itruediv": operator.itruediv, + "ifloordiv": operator.ifloordiv, } BINARY_OPERATORS = ["add", "sub", "pow", "mul", "truediv", "floordiv"] @@ -93,8 +99,8 @@ def test_operator_clone(self): @pytest.mark.parametrize("op_name", OPERATOR_MAP.keys()) def test_operators_tensor(self, op_name): - tensor_a = self.to_tensor([1, 2]) - tensor_b = self.to_tensor([22, 11]) + tensor_a = self.to_tensor([1.0, 2.0]) + tensor_b = self.to_tensor([22.0, 11.0]) nncf_tensor_a = Tensor(tensor_a) nncf_tensor_b = Tensor(tensor_b) @@ -110,8 +116,8 @@ def test_operators_tensor(self, op_name): @pytest.mark.parametrize("op_name", OPERATOR_MAP.keys()) def test_operators_int(self, op_name): - tensor_a = self.to_tensor([1, 2]) - value = 2 + tensor_a = self.to_tensor([1.0, 2.0]) + value = 2.0 nncf_tensor_a = Tensor(tensor_a) @@ -1090,6 +1096,12 @@ def test_fn_matmul(self, m1, m2, ref): assert fns.allclose(res.data, ref_tensor) assert res.device == tensor1.device + res = tensor1 @ tensor2 + + assert isinstance(res, Tensor) + assert fns.allclose(res.data, ref_tensor) + assert res.device == tensor1.device + @pytest.mark.parametrize( "val, axis, ref", ( From f02e5efe947fb968d6d7bee44ab5d392a4e92564 Mon Sep 17 00:00:00 2001 From: andreyanufr Date: Mon, 8 Jul 2024 16:12:16 +0200 Subject: [PATCH 28/30] Updated docs with MXFP4 (e2m1, e8m0) information. (#2797) ### Changes Added short MXFP4 (e2m1, e8m0) description to docs. ### Reason for changes ### Related tickets ### Tests --- docs/Algorithms.md | 1 + .../weights_compression/Usage.md | 14 ++++++++++++-- 2 files changed, 13 insertions(+), 2 deletions(-) diff --git a/docs/Algorithms.md b/docs/Algorithms.md index b896df6dcf7..d6e23cebfdb 100644 --- a/docs/Algorithms.md +++ b/docs/Algorithms.md @@ -11,6 +11,7 @@ - Symmetric 8 bit compression mode - Symmetric and asymmetric 4 bit compression mode - NF4 compression mode + - E2M1 weights with E8M0 scales compression mode - Mixed precision weights compression - Grouped weights compression diff --git a/docs/usage/post_training_compression/weights_compression/Usage.md b/docs/usage/post_training_compression/weights_compression/Usage.md index 528ed46ed15..fbbc6a23305 100644 --- a/docs/usage/post_training_compression/weights_compression/Usage.md +++ b/docs/usage/post_training_compression/weights_compression/Usage.md @@ -9,7 +9,7 @@ The Weights Compression algorithm is aimed at compressing the weights of the mod #### Supported modes By default, weights are compressed asymmetrically to 8-bit integer data type - "INT8_ASYM" mode. -OpenVINO backend also supports 3 modes of mixed precision weight quantization with a 4-bit data type as a primary precision - INT4_SYM, INT4_ASYM and NF4. The primary precision in case of INT4_SYM mode is signed 4-bit integer and weights are quantized to it [symmetrically](/docs/usage/training_time_compression/other_algorithms/LegacyQuantization.md#symmetric-quantization) without zero point. In case of INT4_ASYM mode - unsigned 4-bit integer and weight are quantized to it [asymmetrically](/docs/usage/training_time_compression/other_algorithms/LegacyQuantization.md#asymmetric-quantization) with a typical non-fixed zero point. In case of NF4 mode - [nf4](https://arxiv.org/pdf/2305.14314v1.pdf) data type without zero point. +OpenVINO backend also supports 3 modes of mixed precision weight quantization with a 4-bit data type as a primary precision - INT4_SYM, INT4_ASYM, NF4, E2M1. The primary precision in case of INT4_SYM mode is signed 4-bit integer and weights are quantized to it [symmetrically](/docs/usage/training_time_compression/other_algorithms/LegacyQuantization.md#symmetric-quantization) without zero point. In case of INT4_ASYM mode - unsigned 4-bit integer and weight are quantized to it [asymmetrically](/docs/usage/training_time_compression/other_algorithms/LegacyQuantization.md#asymmetric-quantization) with a typical non-fixed zero point. In case of NF4 mode - [nf4](https://arxiv.org/pdf/2305.14314v1.pdf) data type without zero point. In case of E2M1 mode - [e2m1](https://www.opencompute.org/documents/ocp-microscaling-formats-mx-v1-0-spec-final-pdf) data type without zero point and has 8bit [E8M0](https://www.opencompute.org/documents/ocp-microscaling-formats-mx-v1-0-spec-final-pdf) scale. All 4-bit modes have a grouped quantization support, when small group of weights (e.g. 128) in the channel dimension share quantization parameters (scale). All embeddings, convolutions and last linear layers are always compressed to 8-bit integer data type. To quantize embeddings and last linear layers to 4-bit, use `all_layers=True`. Percent of the rest layers compressed to 4-bit can be configured by "ratio" parameter. E.g. ratio=0.9 means 90% of layers compressed to the corresponding 4-bit data type and the rest to 8-bit asymmetric integer data type. @@ -144,6 +144,15 @@ from nncf import compress_weights, CompressWeightsMode compressed_model = compress_weights(model, mode=CompressWeightsMode.NF4) ``` +- `E2M1` mode can be considered for improving accuracy, but currently models quantized to e2m1 should not be faster models + quantized to 8-bit asymmetric integer. Here's the example how to compress weights to e2m1 data type with group size = 32 (recommended). + Different `group_size` and `ratio` are also supported. + +```python +from nncf import compress_weights, CompressWeightsMode +compressed_model = compress_weights(model, mode=CompressWeightsMode.E2M1, group_size=32, all_layers=True) +``` + #### Evaluation results Here is the perplexity and model size before and after weight compression for different language models on the [Lambada OpenAI dataset](https://github.com/openai/gpt-2/issues/131#issuecomment-497136199). @@ -512,8 +521,9 @@ Here is the perplexity and accuracy with data-free and data-aware mixed-precisio - The algorithm is supported for OpenVINO and PyTorch models. - The compression applies in-place. - The compressed model is not trainable. -- INT4_SYM, INT4_ASYM and NF4 modes, grouped quantization and mixed precision selection is available for OpenVINO backend only. +- INT4_SYM, INT4_ASYM, NF4 and E2M1 modes, grouped quantization and mixed precision selection is available for OpenVINO backend only. - NF4 support is experimental - models quantized to nf4 should not be faster models quantized to 8-bit integer. +- E2M1 support is experimental - models quantized to e2m1 should not be faster models quantized to 8-bit integer. #### Additional resources From 5b0438d1c7bef5ceb1390cc58c9b1a2d66712719 Mon Sep 17 00:00:00 2001 From: Aleksei Kashapov Date: Tue, 9 Jul 2024 14:55:36 +0200 Subject: [PATCH 29/30] [OpenVINO] Fix PRelu type name (#2795) ### Changes PReLU -> PRelu ### Reason for changes Bad performance due to not matching HW patterns. Before and after ![image](https://github.com/openvinotoolkit/nncf/assets/32935044/99caf9d5-731f-4270-998d-d27fed9bc89d) ### Related tickets 144218 ### Tests Mannualy --- nncf/openvino/graph/metatypes/openvino_metatypes.py | 2 +- tests/openvino/native/models.py | 10 ++++++++++ tests/openvino/native/test_metatypes.py | 4 +++- 3 files changed, 14 insertions(+), 2 deletions(-) diff --git a/nncf/openvino/graph/metatypes/openvino_metatypes.py b/nncf/openvino/graph/metatypes/openvino_metatypes.py index eb806ddfffa..424ef81b914 100644 --- a/nncf/openvino/graph/metatypes/openvino_metatypes.py +++ b/nncf/openvino/graph/metatypes/openvino_metatypes.py @@ -129,7 +129,7 @@ class OVEluMetatype(OVOpMetatype): @OV_OPERATOR_METATYPES.register() class OVPReluMetatype(OVOpMetatype): name = "PReluOp" - op_names = ["PReLU"] + op_names = ["PRelu"] @OV_OPERATOR_METATYPES.register() diff --git a/tests/openvino/native/models.py b/tests/openvino/native/models.py index 900fbdf29de..c7f883b448f 100644 --- a/tests/openvino/native/models.py +++ b/tests/openvino/native/models.py @@ -1121,3 +1121,13 @@ def _create_ov_model(self): result = opset.result(if_node, name="Result") model = ov.Model([result], [input_1, input_2]) return model + + +class PreluModel(OVReferenceModel): + def _create_ov_model(self): + input = opset.parameter([1, 3, 4, 2], name="Input") + prelu = opset.prelu(input, slope=1) + result = opset.result(prelu, name="Result") + result.get_output_tensor(0).set_names(set(["Result"])) + model = ov.Model([result], [input]) + return model diff --git a/tests/openvino/native/test_metatypes.py b/tests/openvino/native/test_metatypes.py index 1c66e661316..47f94f1f5dc 100644 --- a/tests/openvino/native/test_metatypes.py +++ b/tests/openvino/native/test_metatypes.py @@ -19,9 +19,10 @@ from tests.openvino.native.models import ConvModel from tests.openvino.native.models import DepthwiseConv4DModel from tests.openvino.native.models import LinearModel +from tests.openvino.native.models import PreluModel from tests.openvino.native.models import WeightsModel -TEST_MODELS = [LinearModel, ConvModel, DepthwiseConv4DModel] +TEST_MODELS = [LinearModel, ConvModel, DepthwiseConv4DModel, PreluModel] REF_METATYPES_COUNTERS = [ [ ovm.OVParameterMetatype, @@ -62,6 +63,7 @@ ovm.OVReluMetatype, ovm.OVResultMetatype, ], + [ovm.OVPReluMetatype, ovm.OVResultMetatype, ovm.OVParameterMetatype, ovm.OVConstantMetatype], ] From 42ae1f8ca77fbc20063e6cd7bc0645a629cf0169 Mon Sep 17 00:00:00 2001 From: Alexander Suslov Date: Wed, 10 Jul 2024 11:20:00 +0400 Subject: [PATCH 30/30] [TEST] Turn off dynamic quantization in the lm_weight_compression (#2783) ### Changes Disable dynamic quantization in the lm_weight_compression ### Reason for changes Alignment with openvino-nightly ### Related tickets ref: 144846 ### Tests N/A --- tests/post_training/pipelines/lm_weight_compression.py | 7 ++++++- 1 file changed, 6 insertions(+), 1 deletion(-) diff --git a/tests/post_training/pipelines/lm_weight_compression.py b/tests/post_training/pipelines/lm_weight_compression.py index fcab0a20f88..31266d172f9 100644 --- a/tests/post_training/pipelines/lm_weight_compression.py +++ b/tests/post_training/pipelines/lm_weight_compression.py @@ -268,7 +268,12 @@ def _validate(self): compressed_model_hf = self.model_hf if self.backend != BackendType.FP32: compressed_model_hf = OVModelForCausalLM.from_pretrained( - self.output_model_dir, trust_remote_code=True, load_in_8bit=False, compile=False, stateful=is_stateful + self.output_model_dir, + trust_remote_code=True, + load_in_8bit=False, + compile=False, + stateful=is_stateful, + ov_config={"DYNAMIC_QUANTIZATION_GROUP_SIZE": "0"}, ) print("Evaluation of the target model") _, all_metrics = evaluator.score(compressed_model_hf)